hfi <-
structure(list(year = c(2016, 2016, 2016, 2016, 2016, 2016, 2016, 
2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 
2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 
2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 
2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 
2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 
2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 
2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 
2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 
2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 
2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 
2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 
2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 
2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 
2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 
2016, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 
2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 
2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 
2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 
2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 
2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 
2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 
2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 
2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 
2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 
2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 
2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 
2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 
2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 
2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2015, 2014, 2014, 
2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 
2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 
2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 
2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 
2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 
2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 
2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 
2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 
2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 
2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 
2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 
2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 
2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 
2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 2014, 
2014, 2014, 2014, 2014, 2014, 2014, 2013, 2013, 2013, 2013, 2013, 
2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 
2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 
2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 
2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 
2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 
2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 
2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 
2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 
2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 
2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 
2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 
2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 
2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 
2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 2013, 
2013, 2013, 2013, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 
2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 
2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 
2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 
2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 
2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 
2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 
2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 
2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 
2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 
2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 
2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 
2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 
2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 
2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 2012, 
2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 
2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 
2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 
2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 
2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 
2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 
2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 
2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 
2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 
2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 
2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 
2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 
2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 
2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 
2011, 2011, 2011, 2011, 2011, 2011, 2011, 2011, 2010, 2010, 2010, 
2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 
2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 
2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 
2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 
2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 
2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 
2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 
2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 
2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 
2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 
2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 
2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 
2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 
2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 2010, 
2010, 2010, 2010, 2010, 2010, 2009, 2009, 2009, 2009, 2009, 2009, 
2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 
2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 
2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 
2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 
2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 
2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 
2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 
2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 
2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 
2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 
2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 
2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 
2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 
2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 2009, 
2009, 2009, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 
2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 
2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 
2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 
2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 
2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 
2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 
2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 
2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 
2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 
2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 
2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 
2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 
2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 
2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008, 2008), 
    ISO_code = c("ALB", "DZA", "AGO", "ARG", "ARM", "AUS", "AUT", 
    "AZE", "BHS", "BHR", "BGD", "BRD", "BLR", "BEL", "BLZ", "BEN", 
    "BTN", "BOL", "BIH", "BWA", "BRA", "BRN", "BGR", "BFA", "BDI", 
    "KHM", "CMR", "CAN", "CPV", "CAF", "TCD", "CHL", "CHN", "COL", 
    "COD", "COG", "CRI", "CIV", "HRV", "CYP", "CZE", "DNK", "DOM", 
    "ECU", "EGY", "SLV", "EST", "ETH", "FJI", "FIN", "FRA", "GAB", 
    "GMB", "GEO", "DEU", "GHA", "GRC", "GTM", "GIN", "GNB", "GUY", 
    "HTI", "HND", "HKG", "HUN", "ISL", "IND", "IDN", "IRN", "IRQ", 
    "IRL", "ISR", "ITA", "JAM", "JPN", "JOR", "KAZ", "KEN", "KOR", 
    "KWT", "KGZ", "LAO", "LVA", "LBN", "LSO", "LBR", "LBY", "LTU", 
    "LUX", "MKD", "MDG", "MWI", "MYS", "MLI", "MLT", "MRT", "MUS", 
    "MEX", "MDA", "MNG", "MNE", "MAR", "MOZ", "MMR", "NAM", "NPL", 
    "NLD", "NZL", "NIC", "NER", "NGA", "NOR", "OMN", "PAK", "PAN", 
    "PNG", "PRY", "PER", "PHL", "POL", "PRT", "QAT", "ROU", "RUS", 
    "RWA", "SAU", "SEN", "SRB", "SYC", "SLE", "SGP", "SVK", "SVN", 
    "ZAF", "ESP", "LKA", "SDN", "SUR", "SWZ", "SWE", "CHE", "SYR", 
    "TWN", "TJK", "TZA", "THA", "TLS", "TGO", "TTO", "TUN", "TUR", 
    "UGA", "UKR", "ARE", "GBR", "USA", "URY", "VEN", "VNM", "YEM", 
    "ZMB", "ZWE", "ALB", "DZA", "AGO", "ARG", "ARM", "AUS", "AUT", 
    "AZE", "BHS", "BHR", "BGD", "BRD", "BLR", "BEL", "BLZ", "BEN", 
    "BTN", "BOL", "BIH", "BWA", "BRA", "BRN", "BGR", "BFA", "BDI", 
    "KHM", "CMR", "CAN", "CPV", "CAF", "TCD", "CHL", "CHN", "COL", 
    "COD", "COG", "CRI", "CIV", "HRV", "CYP", "CZE", "DNK", "DOM", 
    "ECU", "EGY", "SLV", "EST", "ETH", "FJI", "FIN", "FRA", "GAB", 
    "GMB", "GEO", "DEU", "GHA", "GRC", "GTM", "GIN", "GNB", "GUY", 
    "HTI", "HND", "HKG", "HUN", "ISL", "IND", "IDN", "IRN", "IRQ", 
    "IRL", "ISR", "ITA", "JAM", "JPN", "JOR", "KAZ", "KEN", "KOR", 
    "KWT", "KGZ", "LAO", "LVA", "LBN", "LSO", "LBR", "LBY", "LTU", 
    "LUX", "MKD", "MDG", "MWI", "MYS", "MLI", "MLT", "MRT", "MUS", 
    "MEX", "MDA", "MNG", "MNE", "MAR", "MOZ", "MMR", "NAM", "NPL", 
    "NLD", "NZL", "NIC", "NER", "NGA", "NOR", "OMN", "PAK", "PAN", 
    "PNG", "PRY", "PER", "PHL", "POL", "PRT", "QAT", "ROU", "RUS", 
    "RWA", "SAU", "SEN", "SRB", "SYC", "SLE", "SGP", "SVK", "SVN", 
    "ZAF", "ESP", "LKA", "SDN", "SUR", "SWZ", "SWE", "CHE", "SYR", 
    "TWN", "TJK", "TZA", "THA", "TLS", "TGO", "TTO", "TUN", "TUR", 
    "UGA", "UKR", "ARE", "GBR", "USA", "URY", "VEN", "VNM", "YEM", 
    "ZMB", "ZWE", "ALB", "DZA", "AGO", "ARG", "ARM", "AUS", "AUT", 
    "AZE", "BHS", "BHR", "BGD", "BRD", "BLR", "BEL", "BLZ", "BEN", 
    "BTN", "BOL", "BIH", "BWA", "BRA", "BRN", "BGR", "BFA", "BDI", 
    "KHM", "CMR", "CAN", "CPV", "CAF", "TCD", "CHL", "CHN", "COL", 
    "COD", "COG", "CRI", "CIV", "HRV", "CYP", "CZE", "DNK", "DOM", 
    "ECU", "EGY", "SLV", "EST", "ETH", "FJI", "FIN", "FRA", "GAB", 
    "GMB", "GEO", "DEU", "GHA", "GRC", "GTM", "GIN", "GNB", "GUY", 
    "HTI", "HND", "HKG", "HUN", "ISL", "IND", "IDN", "IRN", "IRQ", 
    "IRL", "ISR", "ITA", "JAM", "JPN", "JOR", "KAZ", "KEN", "KOR", 
    "KWT", "KGZ", "LAO", "LVA", "LBN", "LSO", "LBR", "LBY", "LTU", 
    "LUX", "MKD", "MDG", "MWI", "MYS", "MLI", "MLT", "MRT", "MUS", 
    "MEX", "MDA", "MNG", "MNE", "MAR", "MOZ", "MMR", "NAM", "NPL", 
    "NLD", "NZL", "NIC", "NER", "NGA", "NOR", "OMN", "PAK", "PAN", 
    "PNG", "PRY", "PER", "PHL", "POL", "PRT", "QAT", "ROU", "RUS", 
    "RWA", "SAU", "SEN", "SRB", "SYC", "SLE", "SGP", "SVK", "SVN", 
    "ZAF", "ESP", "LKA", "SDN", "SUR", "SWZ", "SWE", "CHE", "SYR", 
    "TWN", "TJK", "TZA", "THA", "TLS", "TGO", "TTO", "TUN", "TUR", 
    "UGA", "UKR", "ARE", "GBR", "USA", "URY", "VEN", "VNM", "YEM", 
    "ZMB", "ZWE", "ALB", "DZA", "AGO", "ARG", "ARM", "AUS", "AUT", 
    "AZE", "BHS", "BHR", "BGD", "BRD", "BLR", "BEL", "BLZ", "BEN", 
    "BTN", "BOL", "BIH", "BWA", "BRA", "BRN", "BGR", "BFA", "BDI", 
    "KHM", "CMR", "CAN", "CPV", "CAF", "TCD", "CHL", "CHN", "COL", 
    "COD", "COG", "CRI", "CIV", "HRV", "CYP", "CZE", "DNK", "DOM", 
    "ECU", "EGY", "SLV", "EST", "ETH", "FJI", "FIN", "FRA", "GAB", 
    "GMB", "GEO", "DEU", "GHA", "GRC", "GTM", "GIN", "GNB", "GUY", 
    "HTI", "HND", "HKG", "HUN", "ISL", "IND", "IDN", "IRN", "IRQ", 
    "IRL", "ISR", "ITA", "JAM", "JPN", "JOR", "KAZ", "KEN", "KOR", 
    "KWT", "KGZ", "LAO", "LVA", "LBN", "LSO", "LBR", "LBY", "LTU", 
    "LUX", "MKD", "MDG", "MWI", "MYS", "MLI", "MLT", "MRT", "MUS", 
    "MEX", "MDA", "MNG", "MNE", "MAR", "MOZ", "MMR", "NAM", "NPL", 
    "NLD", "NZL", "NIC", "NER", "NGA", "NOR", "OMN", "PAK", "PAN", 
    "PNG", "PRY", "PER", "PHL", "POL", "PRT", "QAT", "ROU", "RUS", 
    "RWA", "SAU", "SEN", "SRB", "SYC", "SLE", "SGP", "SVK", "SVN", 
    "ZAF", "ESP", "LKA", "SDN", "SUR", "SWZ", "SWE", "CHE", "SYR", 
    "TWN", "TJK", "TZA", "THA", "TLS", "TGO", "TTO", "TUN", "TUR", 
    "UGA", "UKR", "ARE", "GBR", "USA", "URY", "VEN", "VNM", "YEM", 
    "ZMB", "ZWE", "ALB", "DZA", "AGO", "ARG", "ARM", "AUS", "AUT", 
    "AZE", "BHS", "BHR", "BGD", "BRD", "BLR", "BEL", "BLZ", "BEN", 
    "BTN", "BOL", "BIH", "BWA", "BRA", "BRN", "BGR", "BFA", "BDI", 
    "KHM", "CMR", "CAN", "CPV", "CAF", "TCD", "CHL", "CHN", "COL", 
    "COD", "COG", "CRI", "CIV", "HRV", "CYP", "CZE", "DNK", "DOM", 
    "ECU", "EGY", "SLV", "EST", "ETH", "FJI", "FIN", "FRA", "GAB", 
    "GMB", "GEO", "DEU", "GHA", "GRC", "GTM", "GIN", "GNB", "GUY", 
    "HTI", "HND", "HKG", "HUN", "ISL", "IND", "IDN", "IRN", "IRQ", 
    "IRL", "ISR", "ITA", "JAM", "JPN", "JOR", "KAZ", "KEN", "KOR", 
    "KWT", "KGZ", "LAO", "LVA", "LBN", "LSO", "LBR", "LBY", "LTU", 
    "LUX", "MKD", "MDG", "MWI", "MYS", "MLI", "MLT", "MRT", "MUS", 
    "MEX", "MDA", "MNG", "MNE", "MAR", "MOZ", "MMR", "NAM", "NPL", 
    "NLD", "NZL", "NIC", "NER", "NGA", "NOR", "OMN", "PAK", "PAN", 
    "PNG", "PRY", "PER", "PHL", "POL", "PRT", "QAT", "ROU", "RUS", 
    "RWA", "SAU", "SEN", "SRB", "SYC", "SLE", "SGP", "SVK", "SVN", 
    "ZAF", "ESP", "LKA", "SDN", "SUR", "SWZ", "SWE", "CHE", "SYR", 
    "TWN", "TJK", "TZA", "THA", "TLS", "TGO", "TTO", "TUN", "TUR", 
    "UGA", "UKR", "ARE", "GBR", "USA", "URY", "VEN", "VNM", "YEM", 
    "ZMB", "ZWE", "ALB", "DZA", "AGO", "ARG", "ARM", "AUS", "AUT", 
    "AZE", "BHS", "BHR", "BGD", "BRD", "BLR", "BEL", "BLZ", "BEN", 
    "BTN", "BOL", "BIH", "BWA", "BRA", "BRN", "BGR", "BFA", "BDI", 
    "KHM", "CMR", "CAN", "CPV", "CAF", "TCD", "CHL", "CHN", "COL", 
    "COD", "COG", "CRI", "CIV", "HRV", "CYP", "CZE", "DNK", "DOM", 
    "ECU", "EGY", "SLV", "EST", "ETH", "FJI", "FIN", "FRA", "GAB", 
    "GMB", "GEO", "DEU", "GHA", "GRC", "GTM", "GIN", "GNB", "GUY", 
    "HTI", "HND", "HKG", "HUN", "ISL", "IND", "IDN", "IRN", "IRQ", 
    "IRL", "ISR", "ITA", "JAM", "JPN", "JOR", "KAZ", "KEN", "KOR", 
    "KWT", "KGZ", "LAO", "LVA", "LBN", "LSO", "LBR", "LBY", "LTU", 
    "LUX", "MKD", "MDG", "MWI", "MYS", "MLI", "MLT", "MRT", "MUS", 
    "MEX", "MDA", "MNG", "MNE", "MAR", "MOZ", "MMR", "NAM", "NPL", 
    "NLD", "NZL", "NIC", "NER", "NGA", "NOR", "OMN", "PAK", "PAN", 
    "PNG", "PRY", "PER", "PHL", "POL", "PRT", "QAT", "ROU", "RUS", 
    "RWA", "SAU", "SEN", "SRB", "SYC", "SLE", "SGP", "SVK", "SVN", 
    "ZAF", "ESP", "LKA", "SDN", "SUR", "SWZ", "SWE", "CHE", "SYR", 
    "TWN", "TJK", "TZA", "THA", "TLS", "TGO", "TTO", "TUN", "TUR", 
    "UGA", "UKR", "ARE", "GBR", "USA", "URY", "VEN", "VNM", "YEM", 
    "ZMB", "ZWE", "ALB", "DZA", "AGO", "ARG", "ARM", "AUS", "AUT", 
    "AZE", "BHS", "BHR", "BGD", "BRD", "BLR", "BEL", "BLZ", "BEN", 
    "BTN", "BOL", "BIH", "BWA", "BRA", "BRN", "BGR", "BFA", "BDI", 
    "KHM", "CMR", "CAN", "CPV", "CAF", "TCD", "CHL", "CHN", "COL", 
    "COD", "COG", "CRI", "CIV", "HRV", "CYP", "CZE", "DNK", "DOM", 
    "ECU", "EGY", "SLV", "EST", "ETH", "FJI", "FIN", "FRA", "GAB", 
    "GMB", "GEO", "DEU", "GHA", "GRC", "GTM", "GIN", "GNB", "GUY", 
    "HTI", "HND", "HKG", "HUN", "ISL", "IND", "IDN", "IRN", "IRQ", 
    "IRL", "ISR", "ITA", "JAM", "JPN", "JOR", "KAZ", "KEN", "KOR", 
    "KWT", "KGZ", "LAO", "LVA", "LBN", "LSO", "LBR", "LBY", "LTU", 
    "LUX", "MKD", "MDG", "MWI", "MYS", "MLI", "MLT", "MRT", "MUS", 
    "MEX", "MDA", "MNG", "MNE", "MAR", "MOZ", "MMR", "NAM", "NPL", 
    "NLD", "NZL", "NIC", "NER", "NGA", "NOR", "OMN", "PAK", "PAN", 
    "PNG", "PRY", "PER", "PHL", "POL", "PRT", "QAT", "ROU", "RUS", 
    "RWA", "SAU", "SEN", "SRB", "SYC", "SLE", "SGP", "SVK", "SVN", 
    "ZAF", "ESP", "LKA", "SDN", "SUR", "SWZ", "SWE", "CHE", "SYR", 
    "TWN", "TJK", "TZA", "THA", "TLS", "TGO", "TTO", "TUN", "TUR", 
    "UGA", "UKR", "ARE", "GBR", "USA", "URY", "VEN", "VNM", "YEM", 
    "ZMB", "ZWE", "ALB", "DZA", "AGO", "ARG", "ARM", "AUS", "AUT", 
    "AZE", "BHS", "BHR", "BGD", "BRD", "BLR", "BEL", "BLZ", "BEN", 
    "BTN", "BOL", "BIH", "BWA", "BRA", "BRN", "BGR", "BFA", "BDI", 
    "KHM", "CMR", "CAN", "CPV", "CAF", "TCD", "CHL", "CHN", "COL", 
    "COD", "COG", "CRI", "CIV", "HRV", "CYP", "CZE", "DNK", "DOM", 
    "ECU", "EGY", "SLV", "EST", "ETH", "FJI", "FIN", "FRA", "GAB", 
    "GMB", "GEO", "DEU", "GHA", "GRC", "GTM", "GIN", "GNB", "GUY", 
    "HTI", "HND", "HKG", "HUN", "ISL", "IND", "IDN", "IRN", "IRQ", 
    "IRL", "ISR", "ITA", "JAM", "JPN", "JOR", "KAZ", "KEN", "KOR", 
    "KWT", "KGZ", "LAO", "LVA", "LBN", "LSO", "LBR", "LBY", "LTU", 
    "LUX", "MKD", "MDG", "MWI", "MYS", "MLI", "MLT", "MRT", "MUS", 
    "MEX", "MDA", "MNG", "MNE", "MAR", "MOZ", "MMR", "NAM", "NPL", 
    "NLD", "NZL", "NIC", "NER", "NGA", "NOR", "OMN", "PAK", "PAN", 
    "PNG", "PRY", "PER", "PHL", "POL", "PRT", "QAT", "ROU", "RUS", 
    "RWA", "SAU", "SEN", "SRB", "SYC", "SLE", "SGP", "SVK", "SVN", 
    "ZAF", "ESP", "LKA", "SDN", "SUR", "SWZ", "SWE", "CHE", "SYR", 
    "TWN", "TJK", "TZA", "THA", "TLS", "TGO", "TTO", "TUN", "TUR", 
    "UGA", "UKR", "ARE", "GBR", "USA", "URY", "VEN", "VNM", "YEM", 
    "ZMB", "ZWE", "ALB", "DZA", "AGO", "ARG", "ARM", "AUS", "AUT", 
    "AZE", "BHS", "BHR", "BGD", "BRD", "BLR", "BEL", "BLZ", "BEN", 
    "BTN", "BOL", "BIH", "BWA", "BRA", "BRN", "BGR", "BFA", "BDI", 
    "KHM", "CMR", "CAN", "CPV", "CAF", "TCD", "CHL", "CHN", "COL", 
    "COD", "COG", "CRI", "CIV", "HRV", "CYP", "CZE", "DNK", "DOM", 
    "ECU", "EGY", "SLV", "EST", "ETH", "FJI", "FIN", "FRA", "GAB", 
    "GMB", "GEO", "DEU", "GHA", "GRC", "GTM", "GIN", "GNB", "GUY", 
    "HTI", "HND", "HKG", "HUN", "ISL", "IND", "IDN", "IRN", "IRQ", 
    "IRL", "ISR", "ITA", "JAM", "JPN", "JOR", "KAZ", "KEN", "KOR", 
    "KWT", "KGZ", "LAO", "LVA", "LBN", "LSO", "LBR", "LBY", "LTU", 
    "LUX", "MKD", "MDG", "MWI", "MYS", "MLI", "MLT", "MRT", "MUS", 
    "MEX", "MDA", "MNG", "MNE", "MAR", "MOZ", "MMR", "NAM", "NPL", 
    "NLD", "NZL", "NIC", "NER", "NGA", "NOR", "OMN", "PAK", "PAN", 
    "PNG", "PRY", "PER", "PHL", "POL", "PRT", "QAT", "ROU", "RUS", 
    "RWA", "SAU", "SEN", "SRB", "SYC", "SLE", "SGP", "SVK", "SVN", 
    "ZAF", "ESP", "LKA", "SDN", "SUR", "SWZ", "SWE", "CHE", "SYR", 
    "TWN", "TJK", "TZA", "THA", "TLS", "TGO", "TTO", "TUN", "TUR", 
    "UGA", "UKR", "ARE", "GBR", "USA", "URY", "VEN", "VNM", "YEM", 
    "ZMB", "ZWE"), countries = c("Albania", "Algeria", "Angola", 
    "Argentina", "Armenia", "Australia", "Austria", "Azerbaijan", 
    "Bahamas", "Bahrain", "Bangladesh", "Barbados", "Belarus", 
    "Belgium", "Belize", "Benin", "Bhutan", "Bolivia", "Bosnia and Herzegovina", 
    "Botswana", "Brazil", "Brunei Darussalam", "Bulgaria", "Burkina Faso", 
    "Burundi", "Cambodia", "Cameroon", "Canada", "Cape Verde", 
    "Central Afr. Rep.", "Chad", "Chile", "China", "Colombia", 
    "Congo, Dem. R.", "Congo, Rep. Of", "Costa Rica", "Cote d'Ivoire", 
    "Croatia", "Cyprus", "Czech Rep.", "Denmark", "Dominican Rep.", 
    "Ecuador", "Egypt", "El Salvador", "Estonia", "Ethiopia", 
    "Fiji", "Finland", "France", "Gabon", "Gambia, The", "Georgia", 
    "Germany", "Ghana", "Greece", "Guatemala", "Guinea", "Guinea-Bissau", 
    "Guyana", "Haiti", "Honduras", "Hong Kong", "Hungary", "Iceland", 
    "India", "Indonesia", "Iran", "Iraq", "Ireland", "Israel", 
    "Italy", "Jamaica", "Japan", "Jordan", "Kazakhstan", "Kenya", 
    "Korea, South", "Kuwait", "Kyrgyz Republic", "Laos", "Latvia", 
    "Lebanon", "Lesotho", "Liberia", "Libya", "Lithuania", "Luxembourg", 
    "Macedonia", "Madagascar", "Malawi", "Malaysia", "Mali", 
    "Malta", "Mauritania", "Mauritius", "Mexico", "Moldova", 
    "Mongolia", "Montenegro", "Morocco", "Mozambique", "Myanmar", 
    "Namibia", "Nepal", "Netherlands", "New Zealand", "Nicaragua", 
    "Niger", "Nigeria", "Norway", "Oman", "Pakistan", "Panama", 
    "Pap. New Guinea", "Paraguay", "Peru", "Philippines", "Poland", 
    "Portugal", "Qatar", "Romania", "Russia", "Rwanda", "Saudi Arabia", 
    "Senegal", "Serbia", "Seychelles", "Sierra Leone", "Singapore", 
    "Slovak Rep.", "Slovenia", "South Africa", "Spain", "Sri Lanka", 
    "Sudan", "Suriname", "Swaziland", "Sweden", "Switzerland", 
    "Syria", "Taiwan", "Tajikistan", "Tanzania", "Thailand", 
    "Timor-Leste", "Togo", "Trinidad and Tobago", "Tunisia", 
    "Turkey", "Uganda", "Ukraine", "United Arab Emirates", "United Kingdom", 
    "United States", "Uruguay", "Venezuela", "Vietnam", "Yemen, Rep.", 
    "Zambia", "Zimbabwe", "Albania", "Algeria", "Angola", "Argentina", 
    "Armenia", "Australia", "Austria", "Azerbaijan", "Bahamas", 
    "Bahrain", "Bangladesh", "Barbados", "Belarus", "Belgium", 
    "Belize", "Benin", "Bhutan", "Bolivia", "Bosnia and Herzegovina", 
    "Botswana", "Brazil", "Brunei Darussalam", "Bulgaria", "Burkina Faso", 
    "Burundi", "Cambodia", "Cameroon", "Canada", "Cape Verde", 
    "Central Afr. Rep.", "Chad", "Chile", "China", "Colombia", 
    "Congo, Dem. R.", "Congo, Rep. Of", "Costa Rica", "Cote d'Ivoire", 
    "Croatia", "Cyprus", "Czech Rep.", "Denmark", "Dominican Rep.", 
    "Ecuador", "Egypt", "El Salvador", "Estonia", "Ethiopia", 
    "Fiji", "Finland", "France", "Gabon", "Gambia, The", "Georgia", 
    "Germany", "Ghana", "Greece", "Guatemala", "Guinea", "Guinea-Bissau", 
    "Guyana", "Haiti", "Honduras", "Hong Kong", "Hungary", "Iceland", 
    "India", "Indonesia", "Iran", "Iraq", "Ireland", "Israel", 
    "Italy", "Jamaica", "Japan", "Jordan", "Kazakhstan", "Kenya", 
    "Korea, South", "Kuwait", "Kyrgyz Republic", "Laos", "Latvia", 
    "Lebanon", "Lesotho", "Liberia", "Libya", "Lithuania", "Luxembourg", 
    "Macedonia", "Madagascar", "Malawi", "Malaysia", "Mali", 
    "Malta", "Mauritania", "Mauritius", "Mexico", "Moldova", 
    "Mongolia", "Montenegro", "Morocco", "Mozambique", "Myanmar", 
    "Namibia", "Nepal", "Netherlands", "New Zealand", "Nicaragua", 
    "Niger", "Nigeria", "Norway", "Oman", "Pakistan", "Panama", 
    "Pap. New Guinea", "Paraguay", "Peru", "Philippines", "Poland", 
    "Portugal", "Qatar", "Romania", "Russia", "Rwanda", "Saudi Arabia", 
    "Senegal", "Serbia", "Seychelles", "Sierra Leone", "Singapore", 
    "Slovak Rep.", "Slovenia", "South Africa", "Spain", "Sri Lanka", 
    "Sudan", "Suriname", "Swaziland", "Sweden", "Switzerland", 
    "Syria", "Taiwan", "Tajikistan", "Tanzania", "Thailand", 
    "Timor-Leste", "Togo", "Trinidad and Tobago", "Tunisia", 
    "Turkey", "Uganda", "Ukraine", "United Arab Emirates", "United Kingdom", 
    "United States", "Uruguay", "Venezuela", "Vietnam", "Yemen, Rep.", 
    "Zambia", "Zimbabwe", "Albania", "Algeria", "Angola", "Argentina", 
    "Armenia", "Australia", "Austria", "Azerbaijan", "Bahamas", 
    "Bahrain", "Bangladesh", "Barbados", "Belarus", "Belgium", 
    "Belize", "Benin", "Bhutan", "Bolivia", "Bosnia and Herzegovina", 
    "Botswana", "Brazil", "Brunei Darussalam", "Bulgaria", "Burkina Faso", 
    "Burundi", "Cambodia", "Cameroon", "Canada", "Cape Verde", 
    "Central Afr. Rep.", "Chad", "Chile", "China", "Colombia", 
    "Congo, Dem. R.", "Congo, Rep. Of", "Costa Rica", "Cote d'Ivoire", 
    "Croatia", "Cyprus", "Czech Rep.", "Denmark", "Dominican Rep.", 
    "Ecuador", "Egypt", "El Salvador", "Estonia", "Ethiopia", 
    "Fiji", "Finland", "France", "Gabon", "Gambia, The", "Georgia", 
    "Germany", "Ghana", "Greece", "Guatemala", "Guinea", "Guinea-Bissau", 
    "Guyana", "Haiti", "Honduras", "Hong Kong", "Hungary", "Iceland", 
    "India", "Indonesia", "Iran", "Iraq", "Ireland", "Israel", 
    "Italy", "Jamaica", "Japan", "Jordan", "Kazakhstan", "Kenya", 
    "Korea, South", "Kuwait", "Kyrgyz Republic", "Laos", "Latvia", 
    "Lebanon", "Lesotho", "Liberia", "Libya", "Lithuania", "Luxembourg", 
    "Macedonia", "Madagascar", "Malawi", "Malaysia", "Mali", 
    "Malta", "Mauritania", "Mauritius", "Mexico", "Moldova", 
    "Mongolia", "Montenegro", "Morocco", "Mozambique", "Myanmar", 
    "Namibia", "Nepal", "Netherlands", "New Zealand", "Nicaragua", 
    "Niger", "Nigeria", "Norway", "Oman", "Pakistan", "Panama", 
    "Pap. New Guinea", "Paraguay", "Peru", "Philippines", "Poland", 
    "Portugal", "Qatar", "Romania", "Russia", "Rwanda", "Saudi Arabia", 
    "Senegal", "Serbia", "Seychelles", "Sierra Leone", "Singapore", 
    "Slovak Rep.", "Slovenia", "South Africa", "Spain", "Sri Lanka", 
    "Sudan", "Suriname", "Swaziland", "Sweden", "Switzerland", 
    "Syria", "Taiwan", "Tajikistan", "Tanzania", "Thailand", 
    "Timor-Leste", "Togo", "Trinidad and Tobago", "Tunisia", 
    "Turkey", "Uganda", "Ukraine", "United Arab Emirates", "United Kingdom", 
    "United States", "Uruguay", "Venezuela", "Vietnam", "Yemen, Rep.", 
    "Zambia", "Zimbabwe", "Albania", "Algeria", "Angola", "Argentina", 
    "Armenia", "Australia", "Austria", "Azerbaijan", "Bahamas", 
    "Bahrain", "Bangladesh", "Barbados", "Belarus", "Belgium", 
    "Belize", "Benin", "Bhutan", "Bolivia", "Bosnia and Herzegovina", 
    "Botswana", "Brazil", "Brunei Darussalam", "Bulgaria", "Burkina Faso", 
    "Burundi", "Cambodia", "Cameroon", "Canada", "Cape Verde", 
    "Central Afr. Rep.", "Chad", "Chile", "China", "Colombia", 
    "Congo, Dem. R.", "Congo, Rep. Of", "Costa Rica", "Cote d'Ivoire", 
    "Croatia", "Cyprus", "Czech Rep.", "Denmark", "Dominican Rep.", 
    "Ecuador", "Egypt", "El Salvador", "Estonia", "Ethiopia", 
    "Fiji", "Finland", "France", "Gabon", "Gambia, The", "Georgia", 
    "Germany", "Ghana", "Greece", "Guatemala", "Guinea", "Guinea-Bissau", 
    "Guyana", "Haiti", "Honduras", "Hong Kong", "Hungary", "Iceland", 
    "India", "Indonesia", "Iran", "Iraq", "Ireland", "Israel", 
    "Italy", "Jamaica", "Japan", "Jordan", "Kazakhstan", "Kenya", 
    "Korea, South", "Kuwait", "Kyrgyz Republic", "Laos", "Latvia", 
    "Lebanon", "Lesotho", "Liberia", "Libya", "Lithuania", "Luxembourg", 
    "Macedonia", "Madagascar", "Malawi", "Malaysia", "Mali", 
    "Malta", "Mauritania", "Mauritius", "Mexico", "Moldova", 
    "Mongolia", "Montenegro", "Morocco", "Mozambique", "Myanmar", 
    "Namibia", "Nepal", "Netherlands", "New Zealand", "Nicaragua", 
    "Niger", "Nigeria", "Norway", "Oman", "Pakistan", "Panama", 
    "Pap. New Guinea", "Paraguay", "Peru", "Philippines", "Poland", 
    "Portugal", "Qatar", "Romania", "Russia", "Rwanda", "Saudi Arabia", 
    "Senegal", "Serbia", "Seychelles", "Sierra Leone", "Singapore", 
    "Slovak Rep.", "Slovenia", "South Africa", "Spain", "Sri Lanka", 
    "Sudan", "Suriname", "Swaziland", "Sweden", "Switzerland", 
    "Syria", "Taiwan", "Tajikistan", "Tanzania", "Thailand", 
    "Timor-Leste", "Togo", "Trinidad and Tobago", "Tunisia", 
    "Turkey", "Uganda", "Ukraine", "United Arab Emirates", "United Kingdom", 
    "United States", "Uruguay", "Venezuela", "Vietnam", "Yemen, Rep.", 
    "Zambia", "Zimbabwe", "Albania", "Algeria", "Angola", "Argentina", 
    "Armenia", "Australia", "Austria", "Azerbaijan", "Bahamas", 
    "Bahrain", "Bangladesh", "Barbados", "Belarus", "Belgium", 
    "Belize", "Benin", "Bhutan", "Bolivia", "Bosnia and Herzegovina", 
    "Botswana", "Brazil", "Brunei Darussalam", "Bulgaria", "Burkina Faso", 
    "Burundi", "Cambodia", "Cameroon", "Canada", "Cape Verde", 
    "Central Afr. Rep.", "Chad", "Chile", "China", "Colombia", 
    "Congo, Dem. R.", "Congo, Rep. Of", "Costa Rica", "Cote d'Ivoire", 
    "Croatia", "Cyprus", "Czech Rep.", "Denmark", "Dominican Rep.", 
    "Ecuador", "Egypt", "El Salvador", "Estonia", "Ethiopia", 
    "Fiji", "Finland", "France", "Gabon", "Gambia, The", "Georgia", 
    "Germany", "Ghana", "Greece", "Guatemala", "Guinea", "Guinea-Bissau", 
    "Guyana", "Haiti", "Honduras", "Hong Kong", "Hungary", "Iceland", 
    "India", "Indonesia", "Iran", "Iraq", "Ireland", "Israel", 
    "Italy", "Jamaica", "Japan", "Jordan", "Kazakhstan", "Kenya", 
    "Korea, South", "Kuwait", "Kyrgyz Republic", "Laos", "Latvia", 
    "Lebanon", "Lesotho", "Liberia", "Libya", "Lithuania", "Luxembourg", 
    "Macedonia", "Madagascar", "Malawi", "Malaysia", "Mali", 
    "Malta", "Mauritania", "Mauritius", "Mexico", "Moldova", 
    "Mongolia", "Montenegro", "Morocco", "Mozambique", "Myanmar", 
    "Namibia", "Nepal", "Netherlands", "New Zealand", "Nicaragua", 
    "Niger", "Nigeria", "Norway", "Oman", "Pakistan", "Panama", 
    "Pap. New Guinea", "Paraguay", "Peru", "Philippines", "Poland", 
    "Portugal", "Qatar", "Romania", "Russia", "Rwanda", "Saudi Arabia", 
    "Senegal", "Serbia", "Seychelles", "Sierra Leone", "Singapore", 
    "Slovak Rep.", "Slovenia", "South Africa", "Spain", "Sri Lanka", 
    "Sudan", "Suriname", "Swaziland", "Sweden", "Switzerland", 
    "Syria", "Taiwan", "Tajikistan", "Tanzania", "Thailand", 
    "Timor-Leste", "Togo", "Trinidad and Tobago", "Tunisia", 
    "Turkey", "Uganda", "Ukraine", "United Arab Emirates", "United Kingdom", 
    "United States", "Uruguay", "Venezuela", "Vietnam", "Yemen, Rep.", 
    "Zambia", "Zimbabwe", "Albania", "Algeria", "Angola", "Argentina", 
    "Armenia", "Australia", "Austria", "Azerbaijan", "Bahamas", 
    "Bahrain", "Bangladesh", "Barbados", "Belarus", "Belgium", 
    "Belize", "Benin", "Bhutan", "Bolivia", "Bosnia and Herzegovina", 
    "Botswana", "Brazil", "Brunei Darussalam", "Bulgaria", "Burkina Faso", 
    "Burundi", "Cambodia", "Cameroon", "Canada", "Cape Verde", 
    "Central Afr. Rep.", "Chad", "Chile", "China", "Colombia", 
    "Congo, Dem. R.", "Congo, Rep. Of", "Costa Rica", "Cote d'Ivoire", 
    "Croatia", "Cyprus", "Czech Rep.", "Denmark", "Dominican Rep.", 
    "Ecuador", "Egypt", "El Salvador", "Estonia", "Ethiopia", 
    "Fiji", "Finland", "France", "Gabon", "Gambia, The", "Georgia", 
    "Germany", "Ghana", "Greece", "Guatemala", "Guinea", "Guinea-Bissau", 
    "Guyana", "Haiti", "Honduras", "Hong Kong", "Hungary", "Iceland", 
    "India", "Indonesia", "Iran", "Iraq", "Ireland", "Israel", 
    "Italy", "Jamaica", "Japan", "Jordan", "Kazakhstan", "Kenya", 
    "Korea, South", "Kuwait", "Kyrgyz Republic", "Laos", "Latvia", 
    "Lebanon", "Lesotho", "Liberia", "Libya", "Lithuania", "Luxembourg", 
    "Macedonia", "Madagascar", "Malawi", "Malaysia", "Mali", 
    "Malta", "Mauritania", "Mauritius", "Mexico", "Moldova", 
    "Mongolia", "Montenegro", "Morocco", "Mozambique", "Myanmar", 
    "Namibia", "Nepal", "Netherlands", "New Zealand", "Nicaragua", 
    "Niger", "Nigeria", "Norway", "Oman", "Pakistan", "Panama", 
    "Pap. New Guinea", "Paraguay", "Peru", "Philippines", "Poland", 
    "Portugal", "Qatar", "Romania", "Russia", "Rwanda", "Saudi Arabia", 
    "Senegal", "Serbia", "Seychelles", "Sierra Leone", "Singapore", 
    "Slovak Rep.", "Slovenia", "South Africa", "Spain", "Sri Lanka", 
    "Sudan", "Suriname", "Swaziland", "Sweden", "Switzerland", 
    "Syria", "Taiwan", "Tajikistan", "Tanzania", "Thailand", 
    "Timor-Leste", "Togo", "Trinidad and Tobago", "Tunisia", 
    "Turkey", "Uganda", "Ukraine", "United Arab Emirates", "United Kingdom", 
    "United States", "Uruguay", "Venezuela", "Vietnam", "Yemen, Rep.", 
    "Zambia", "Zimbabwe", "Albania", "Algeria", "Angola", "Argentina", 
    "Armenia", "Australia", "Austria", "Azerbaijan", "Bahamas", 
    "Bahrain", "Bangladesh", "Barbados", "Belarus", "Belgium", 
    "Belize", "Benin", "Bhutan", "Bolivia", "Bosnia and Herzegovina", 
    "Botswana", "Brazil", "Brunei Darussalam", "Bulgaria", "Burkina Faso", 
    "Burundi", "Cambodia", "Cameroon", "Canada", "Cape Verde", 
    "Central Afr. Rep.", "Chad", "Chile", "China", "Colombia", 
    "Congo, Dem. R.", "Congo, Rep. Of", "Costa Rica", "Cote d'Ivoire", 
    "Croatia", "Cyprus", "Czech Rep.", "Denmark", "Dominican Rep.", 
    "Ecuador", "Egypt", "El Salvador", "Estonia", "Ethiopia", 
    "Fiji", "Finland", "France", "Gabon", "Gambia, The", "Georgia", 
    "Germany", "Ghana", "Greece", "Guatemala", "Guinea", "Guinea-Bissau", 
    "Guyana", "Haiti", "Honduras", "Hong Kong", "Hungary", "Iceland", 
    "India", "Indonesia", "Iran", "Iraq", "Ireland", "Israel", 
    "Italy", "Jamaica", "Japan", "Jordan", "Kazakhstan", "Kenya", 
    "Korea, South", "Kuwait", "Kyrgyz Republic", "Laos", "Latvia", 
    "Lebanon", "Lesotho", "Liberia", "Libya", "Lithuania", "Luxembourg", 
    "Macedonia", "Madagascar", "Malawi", "Malaysia", "Mali", 
    "Malta", "Mauritania", "Mauritius", "Mexico", "Moldova", 
    "Mongolia", "Montenegro", "Morocco", "Mozambique", "Myanmar", 
    "Namibia", "Nepal", "Netherlands", "New Zealand", "Nicaragua", 
    "Niger", "Nigeria", "Norway", "Oman", "Pakistan", "Panama", 
    "Pap. New Guinea", "Paraguay", "Peru", "Philippines", "Poland", 
    "Portugal", "Qatar", "Romania", "Russia", "Rwanda", "Saudi Arabia", 
    "Senegal", "Serbia", "Seychelles", "Sierra Leone", "Singapore", 
    "Slovak Rep.", "Slovenia", "South Africa", "Spain", "Sri Lanka", 
    "Sudan", "Suriname", "Swaziland", "Sweden", "Switzerland", 
    "Syria", "Taiwan", "Tajikistan", "Tanzania", "Thailand", 
    "Timor-Leste", "Togo", "Trinidad and Tobago", "Tunisia", 
    "Turkey", "Uganda", "Ukraine", "United Arab Emirates", "United Kingdom", 
    "United States", "Uruguay", "Venezuela", "Vietnam", "Yemen, Rep.", 
    "Zambia", "Zimbabwe", "Albania", "Algeria", "Angola", "Argentina", 
    "Armenia", "Australia", "Austria", "Azerbaijan", "Bahamas", 
    "Bahrain", "Bangladesh", "Barbados", "Belarus", "Belgium", 
    "Belize", "Benin", "Bhutan", "Bolivia", "Bosnia and Herzegovina", 
    "Botswana", "Brazil", "Brunei Darussalam", "Bulgaria", "Burkina Faso", 
    "Burundi", "Cambodia", "Cameroon", "Canada", "Cape Verde", 
    "Central Afr. Rep.", "Chad", "Chile", "China", "Colombia", 
    "Congo, Dem. R.", "Congo, Rep. Of", "Costa Rica", "Cote d'Ivoire", 
    "Croatia", "Cyprus", "Czech Rep.", "Denmark", "Dominican Rep.", 
    "Ecuador", "Egypt", "El Salvador", "Estonia", "Ethiopia", 
    "Fiji", "Finland", "France", "Gabon", "Gambia, The", "Georgia", 
    "Germany", "Ghana", "Greece", "Guatemala", "Guinea", "Guinea-Bissau", 
    "Guyana", "Haiti", "Honduras", "Hong Kong", "Hungary", "Iceland", 
    "India", "Indonesia", "Iran", "Iraq", "Ireland", "Israel", 
    "Italy", "Jamaica", "Japan", "Jordan", "Kazakhstan", "Kenya", 
    "Korea, South", "Kuwait", "Kyrgyz Republic", "Laos", "Latvia", 
    "Lebanon", "Lesotho", "Liberia", "Libya", "Lithuania", "Luxembourg", 
    "Macedonia", "Madagascar", "Malawi", "Malaysia", "Mali", 
    "Malta", "Mauritania", "Mauritius", "Mexico", "Moldova", 
    "Mongolia", "Montenegro", "Morocco", "Mozambique", "Myanmar", 
    "Namibia", "Nepal", "Netherlands", "New Zealand", "Nicaragua", 
    "Niger", "Nigeria", "Norway", "Oman", "Pakistan", "Panama", 
    "Pap. New Guinea", "Paraguay", "Peru", "Philippines", "Poland", 
    "Portugal", "Qatar", "Romania", "Russia", "Rwanda", "Saudi Arabia", 
    "Senegal", "Serbia", "Seychelles", "Sierra Leone", "Singapore", 
    "Slovak Rep.", "Slovenia", "South Africa", "Spain", "Sri Lanka", 
    "Sudan", "Suriname", "Swaziland", "Sweden", "Switzerland", 
    "Syria", "Taiwan", "Tajikistan", "Tanzania", "Thailand", 
    "Timor-Leste", "Togo", "Trinidad and Tobago", "Tunisia", 
    "Turkey", "Uganda", "Ukraine", "United Arab Emirates", "United Kingdom", 
    "United States", "Uruguay", "Venezuela", "Vietnam", "Yemen, Rep.", 
    "Zambia", "Zimbabwe", "Albania", "Algeria", "Angola", "Argentina", 
    "Armenia", "Australia", "Austria", "Azerbaijan", "Bahamas", 
    "Bahrain", "Bangladesh", "Barbados", "Belarus", "Belgium", 
    "Belize", "Benin", "Bhutan", "Bolivia", "Bosnia and Herzegovina", 
    "Botswana", "Brazil", "Brunei Darussalam", "Bulgaria", "Burkina Faso", 
    "Burundi", "Cambodia", "Cameroon", "Canada", "Cape Verde", 
    "Central Afr. Rep.", "Chad", "Chile", "China", "Colombia", 
    "Congo, Dem. R.", "Congo, Rep. Of", "Costa Rica", "Cote d'Ivoire", 
    "Croatia", "Cyprus", "Czech Rep.", "Denmark", "Dominican Rep.", 
    "Ecuador", "Egypt", "El Salvador", "Estonia", "Ethiopia", 
    "Fiji", "Finland", "France", "Gabon", "Gambia, The", "Georgia", 
    "Germany", "Ghana", "Greece", "Guatemala", "Guinea", "Guinea-Bissau", 
    "Guyana", "Haiti", "Honduras", "Hong Kong", "Hungary", "Iceland", 
    "India", "Indonesia", "Iran", "Iraq", "Ireland", "Israel", 
    "Italy", "Jamaica", "Japan", "Jordan", "Kazakhstan", "Kenya", 
    "Korea, South", "Kuwait", "Kyrgyz Republic", "Laos", "Latvia", 
    "Lebanon", "Lesotho", "Liberia", "Libya", "Lithuania", "Luxembourg", 
    "Macedonia", "Madagascar", "Malawi", "Malaysia", "Mali", 
    "Malta", "Mauritania", "Mauritius", "Mexico", "Moldova", 
    "Mongolia", "Montenegro", "Morocco", "Mozambique", "Myanmar", 
    "Namibia", "Nepal", "Netherlands", "New Zealand", "Nicaragua", 
    "Niger", "Nigeria", "Norway", "Oman", "Pakistan", "Panama", 
    "Pap. New Guinea", "Paraguay", "Peru", "Philippines", "Poland", 
    "Portugal", "Qatar", "Romania", "Russia", "Rwanda", "Saudi Arabia", 
    "Senegal", "Serbia", "Seychelles", "Sierra Leone", "Singapore", 
    "Slovak Rep.", "Slovenia", "South Africa", "Spain", "Sri Lanka", 
    "Sudan", "Suriname", "Swaziland", "Sweden", "Switzerland", 
    "Syria", "Taiwan", "Tajikistan", "Tanzania", "Thailand", 
    "Timor-Leste", "Togo", "Trinidad and Tobago", "Tunisia", 
    "Turkey", "Uganda", "Ukraine", "United Arab Emirates", "United Kingdom", 
    "United States", "Uruguay", "Venezuela", "Vietnam", "Yemen, Rep.", 
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    4.9666666670000001, NA, 5.2999999999999998, 8.3000000000000007, 
    NA, 8.1666666669999994, 5.9000000000000004, 8.4666666670000001, 
    4.0999999999999996, NA, NA, NA, 9.5, NA, NA, NA, NA, 4.3333333329999997, 
    6.4333333330000002, NA, NA, NA, 4.9333333330000002, 4.7999999999999998, 
    2.733333333, 5.0999999999999996, 6.0666666669999998, 8.3000000000000007, 
    7.266666667, 7.0333333329999999, 3, 6.6666666670000003, NA, 
    4.7999999999999998, 2.7000000000000002, 5.6666666670000003, 
    NA, NA, 6.3333333329999997, NA, 8.8000000000000007, 8.0999999999999996, 
    NA, NA, NA, 3.3999999999999999, NA, NA, 8.4333333330000002, 
    NA, NA, NA, 4.4333333330000002, 7, 4.8333333329999997, 6.0999999999999996, 
    NA, 6.2999999999999998, 4.233333333, NA, 3.7999999999999998, 
    3.5333333329999999, 8.3000000000000007, NA, NA, NA, 7.5666666669999998, 
    4.2999999999999998, 4.5999999999999996, NA, NA, NA, 2.733333333, 
    6.2999999999999998, NA, 8.3333333330000006, 9.3666666670000005, 
    5.5999999999999996, 5.266666667, 3.2999999999999998, 4.4000000000000004, 
    8.0333333329999999, 4, NA, 9.6666666669999994, 7.3666666669999996, 
    NA, NA, 5.3333333329999997, 8.1333333329999995, 5.7999999999999998, 
    7.1666666670000003, 5.8666666669999996, NA, NA, NA, NA, NA, 
    7.9333333330000002, 7.4333333330000002, NA, 4.1333333330000004, 
    4.4666666670000001, 2.2000000000000002, NA, NA, NA, 7.7999999999999998, 
    4.4333333330000002, 7.2999999999999998, 4.233333333, 4.233333333, 
    4.0999999999999996, 7.733333333, NA, 3.8666666670000001, 
    NA, NA, 6.4333333330000002, 0, NA, NA, NA, NA, 6, 4.2999999999999998, 
    4.0333333329999999, 5.5666666669999998, NA, NA, NA, NA, 4.9666666670000001, 
    4.5, 5.1666666670000003, NA, 2.9333333330000002, NA, NA, 
    NA, 5.4666666670000001, 8.9333333330000002, 8.7333333329999991, 
    4.5, NA, 2.8333333330000001, 9.4000000000000004, 0, 2.6333333329999999, 
    5.766666667, NA, NA, 7.4000000000000004, 4.1333333330000004, 
    8.9666666670000001, 7.3666666669999996, 0, 7.0333333329999999, 
    3.8999999999999999, NA, NA, 4.7000000000000002, 4.9666666670000001, 
    NA, 5.2999999999999998, 8.3000000000000007, NA, 8.1666666669999994, 
    5.9000000000000004, 8.4666666670000001, 4.0999999999999996, 
    NA, NA, NA, 9.5, NA, NA, NA, NA, 4.3333333329999997, 6.4333333330000002, 
    NA, NA, NA, 4.9333333330000002, 4.7999999999999998, 2.733333333, 
    5.0999999999999996, 6.0666666669999998, 8.3000000000000007, 
    7.266666667, 7.0333333329999999, 3, 6.6666666670000003, NA, 
    4.7999999999999998, 2.7000000000000002, 5.6666666670000003, 
    NA, NA, 6.3333333329999997, NA, 8.8000000000000007, 8.0999999999999996, 
    NA, NA, NA, 3.3999999999999999, NA, NA, 8.4333333330000002, 
    NA, NA, NA, 4.4333333330000002, 7, 4.8333333329999997, 6.0999999999999996, 
    NA, 6.2999999999999998, 4.233333333, NA, NA, 3.5333333329999999, 
    8.3000000000000007, NA, NA, NA, 7.5666666669999998, 4.2999999999999998, 
    4.5999999999999996, NA, NA, NA, 2.733333333, 6.2999999999999998, 
    NA, 8.3333333330000006, 9.3666666670000005, 5.5999999999999996, 
    5.266666667, 3.2999999999999998, 4.4000000000000004, 8.0333333329999999, 
    4, NA, 9.6666666669999994, 7.3666666669999996, NA, NA, 5.3333333329999997, 
    8.1333333329999995, 5.7999999999999998, 7.1666666670000003, 
    5.8666666669999996, NA, NA, NA, NA, NA, 7.9333333330000002, 
    7.4333333330000002, NA, 4.1333333330000004, 4.4666666670000001, 
    2.2000000000000002, NA, NA, NA, 7.7999999999999998, 4.4333333330000002, 
    7.2999999999999998, 4.233333333, 4.233333333, 4.0999999999999996, 
    7.733333333, NA, 3.8666666670000001, NA, NA, NA, 0, NA, NA, 
    NA, NA, 6, 4.2999999999999998, 4.0333333329999999, 5.5666666669999998, 
    NA, NA, NA, NA, 4.9666666670000001, 4.5, 5.1666666670000003, 
    NA, 2.9333333330000002, NA, NA, NA, 5.4666666670000001, 8.9333333330000002, 
    8.7333333329999991, 4.5, NA, 2.8333333330000001, 9.4000000000000004, 
    0, 2.6333333329999999, 5.766666667, NA, NA, 7.4000000000000004, 
    4.1333333330000004, 8.9666666670000001, 7.3666666669999996, 
    NA, 7.0333333329999999, 3.8999999999999999, NA, NA, 4.7000000000000002, 
    4.9666666670000001, NA, 5.2999999999999998, 8.3000000000000007, 
    NA, 8.1666666669999994, 5.9000000000000004, 8.4666666670000001, 
    4.0999999999999996, NA, NA, NA, 9.5, NA, NA, NA, NA, 4.3333333329999997, 
    6.4333333330000002, NA, NA, NA, 4.9333333330000002, 4.7999999999999998, 
    2.733333333, 5.0999999999999996, 6.0666666669999998, 8.3000000000000007, 
    7.266666667, 7.0333333329999999, 3, 6.6666666670000003, NA, 
    4.7999999999999998, 2.7000000000000002, 5.6666666670000003, 
    NA, NA, 6.3333333329999997, NA, 8.8000000000000007, 8.0999999999999996, 
    NA, NA, NA, 3.3999999999999999, NA, NA, 8.4333333330000002, 
    NA, NA, NA, 4.4333333330000002, 7, 4.8333333329999997, 6.0999999999999996, 
    NA, 6.2999999999999998, 4.233333333, NA, NA, 3.5333333329999999, 
    8.3000000000000007, NA, NA, NA, 7.5666666669999998, 4.2999999999999998, 
    4.5999999999999996, NA, NA, NA, 2.733333333, 6.2999999999999998, 
    NA, 8.3333333330000006, 9.3666666670000005, 5.5999999999999996, 
    5.266666667, 3.2999999999999998, 4.4000000000000004, 8.0333333329999999, 
    4, NA, 9.6666666669999994, 7.3666666669999996, NA, NA, 5.3333333329999997, 
    8.1333333329999995, 5.7999999999999998, 7.1666666670000003, 
    5.8666666669999996, NA, NA, NA, NA, NA, 7.9333333330000002, 
    7.4333333330000002, NA, 4.1333333330000004, 4.4666666670000001, 
    2.2000000000000002, NA, NA, NA, 7.7999999999999998, 4.4333333330000002, 
    7.2999999999999998, 4.233333333, 4.233333333, 4.0999999999999996, 
    7.733333333, NA, 3.8666666670000001, NA, NA, NA, 0, NA, NA, 
    NA, NA, 6, 4.2999999999999998, 4.0333333329999999, 5.5666666669999998, 
    NA, NA, NA, NA, 4.9666666670000001, 4.5, 5.1666666670000003, 
    NA, 2.9333333330000002, NA, NA, NA, 5.4666666670000001, 8.9333333330000002, 
    8.7333333329999991, 4.5, NA, 2.8333333330000001, 9.4000000000000004, 
    0, 2.6333333329999999, 5.766666667, NA, NA, 7.4000000000000004, 
    4.1333333330000004, 8.9666666670000001, 7.3666666669999996, 
    NA, 7.0333333329999999, 3.8999999999999999, NA, NA, 4.7000000000000002, 
    4.9666666670000001, NA, 5.2999999999999998, 8.3000000000000007, 
    NA, 8.1666666669999994, 5.9000000000000004, 8.4666666670000001, 
    4.0999999999999996, NA, NA, NA, 9.5, NA, NA, NA, NA, 4.3333333329999997, 
    6.4333333330000002, NA, NA, NA, 4.9333333330000002, 4.7999999999999998, 
    2.733333333, 5.0999999999999996, 6.0666666669999998, 8.3000000000000007, 
    7.266666667, 7.0333333329999999, 3, 6.6666666670000003, NA, 
    4.7999999999999998, 2.7000000000000002), pf_rol_civil = c(4.5472437770000003, 
    NA, NA, 5.7919604570000001, NA, 7.5256481480000001, 7.8721875409999997, 
    NA, 6.0086961069999996, NA, 3.7121707869999998, 6.5209833970000002, 
    5.93458709, 7.3438715779999999, 4.7377659400000001, NA, NA, 
    3.361330728, 4.9958514159999998, 6.0559284419999999, 5.2887907859999999, 
    NA, 5.6318966010000002, 4.884167401, NA, 1.9836264189999999, 
    3.695062965, 7.1816457890000001, NA, NA, NA, 6.2914391810000003, 
    5.3803019230000002, 4.874352955, NA, NA, 6.26707064, 5.1875296259999999, 
    5.7323191439999999, NA, 7.2371877480000002, 8.6192858930000007, 
    4.5442108819999998, 4.5961518960000003, 3.7632571499999998, 
    4.977861238, 7.847470597, 3.8968949290000001, NA, 7.9555679289999999, 
    7.0217939850000004, NA, NA, 5.4326117409999997, 8.5429684140000006, 
    6.2438979430000003, 5.6827511340000001, 3.4695437490000001, 
    NA, NA, 5.1391375469999998, NA, 4.053457184, 7.7244731079999998, 
    5.0139903229999998, NA, 4.1936336399999998, 4.506667792, 
    5.2112332989999999, NA, NA, NA, 5.5560203059999997, 5.4381314759999997, 
    7.8652126320000004, 6.1813269640000001, 5.6246061129999996, 
    4.5963964620000004, 7.4035016450000004, NA, 4.6488176880000003, 
    NA, NA, 4.7462433119999998, NA, 4.309723806, NA, NA, NA, 
    5.6324789639999997, 3.9303387669999998, 5.4120245870000003, 
    5.5791428009999997, NA, NA, NA, NA, 4.0419753180000004, 4.6588854289999997, 
    5.3391176600000003, NA, 5.4349306620000002, NA, 3.657112396, 
    NA, 4.6618167269999997, 8.7146001809999998, 7.8773385090000003, 
    3.9284533370000001, NA, 4.9904199079999998, 8.5092178199999999, 
    NA, 3.708664271, 4.823171833, NA, NA, 4.405750136, 4.6708516260000001, 
    6.4093594769999997, 6.9206522479999997, NA, 6.4609602810000002, 
    5.3107679049999996, NA, NA, 5.6492067700000002, 4.9104995750000002, 
    NA, 4.1358329659999997, 8.1313718250000004, NA, 5.859112283, 
    6.0674673229999998, 6.5966372949999998, 4.4820743309999997, 
    NA, 5.0162723250000001, NA, 8.0946233200000002, NA, NA, NA, 
    NA, 5.043567962, 5.3280047650000002, NA, NA, 5.900685728, 
    4.9035014810000002, 4.3734140220000004, 4.5278217859999996, 
    5.1363700259999998, 6.8273297419999999, 7.5122369390000001, 
    6.682994195, 7.3728840590000004, 3.2718905010000001, 4.4489219699999998, 
    NA, 4.8912128060000004, 4.3344272669999997, 4.8029750120000001, 
    NA, NA, 5.6744352840000003, NA, 7.6677743630000004, 8.0275848009999997, 
    NA, 6.1958830269999998, NA, 3.9304829730000002, 6.7779471210000004, 
    NA, 7.6136444299999999, 4.6972408620000001, NA, NA, 3.464884573, 
    5.0002772010000003, 6.203937765, 5.2827625730000003, NA, 
    5.704329038, 4.6567578249999997, NA, 1.8926655910000001, 
    3.4627771009999999, 7.2198724250000001, NA, NA, NA, 6.4207003440000001, 
    5.2265498890000002, 4.9764489999999997, NA, NA, 6.1576529649999996, 
    5.0836937339999997, 5.2632631349999999, NA, 7.2743272990000003, 
    8.4229268449999992, 4.5638058140000002, 4.3756660180000004, 
    3.8233040709999999, 4.7738875500000004, 7.7040500200000004, 
    3.730377404, NA, 8.0001936469999997, 7.112594852, NA, NA, 
    6.1167474000000004, 8.5996622620000007, 6.1093924150000003, 
    5.7173808560000001, 3.3183137550000001, NA, NA, 4.818616199, 
    NA, 4.2548050919999998, 7.7246875299999997, 5.242162649, 
    NA, 4.2696377710000002, 4.3090051750000002, 5.5047700920000002, 
    NA, NA, NA, 5.7012893900000003, 5.4476166399999997, 8.2064558240000007, 
    6.2579727260000002, 5.467893009, 4.3230922180000002, 8.1043407809999994, 
    NA, 4.2644808540000003, NA, NA, 4.7729996400000001, NA, 4.46243985, 
    NA, NA, NA, 5.5831433050000001, 4.1151954819999998, 5.4341832109999997, 
    5.6309102299999996, NA, NA, NA, NA, 4.0768062589999996, 4.6485798550000004, 
    5.4468999800000004, NA, 5.3489603519999998, NA, 4.2090359749999999, 
    NA, 4.1478827230000004, 8.7735325700000004, 7.840253487, 
    3.67695784, NA, 4.7989074790000004, 8.5113847309999997, NA, 
    3.702229327, 4.8381062610000001, NA, NA, 4.3720358949999998, 
    4.4897770880000003, 6.629664172, 6.6405239150000002, NA, 
    6.455032579, 5.1728938580000001, NA, NA, 5.6860914549999997, 
    4.6419783859999999, NA, 3.987345414, 8.4734349430000009, 
    NA, 6.4158198540000004, 6.061827869, 6.51228272, 4.2492644180000001, 
    NA, 5.1145521970000001, NA, 8.1238512499999995, NA, NA, NA, 
    NA, 5.0072408429999999, 5.269454884, NA, NA, 6.1025787920000001, 
    4.8710460820000003, 4.5530121030000004, 4.2175622270000002, 
    4.7202466090000001, 6.7540373929999999, 7.5393146809999996, 
    6.5256687009999998, 7.2958421959999997, 2.9208700429999999, 
    4.6670684439999999, NA, 5.0171514110000004, 4.59177648, 5.0417871749999996, 
    NA, NA, 5.4825916680000004, NA, 7.3689399809999996, 7.8970819939999997, 
    NA, NA, NA, 3.9028953660000001, NA, NA, 7.2039432669999997, 
    4.9356116559999998, NA, NA, 3.690042257, 5.1797562810000004, 
    6.1012684290000001, 5.2575153500000003, NA, 5.3895034339999999, 
    4.7090176340000003, NA, 2.9244154139999998, 3.6520488320000002, 
    7.0214536030000003, NA, NA, NA, 6.1202411989999996, 4.8486157790000002, 
    5.1154325180000004, NA, NA, 6.333977215, 5.4471570199999997, 
    5.3721060920000001, NA, 6.8828000899999999, 8.2863734119999997, 
    5.0773456340000003, 4.1143182830000002, 3.9412028970000001, 
    5.0584043049999998, 7.5210079759999999, 3.5765816309999998, 
    NA, 7.7601338499999999, 6.9792700889999999, NA, NA, 6.338844452, 
    8.2482397049999996, 6.0771339009999998, 5.913845212, 3.644213454, 
    NA, NA, NA, NA, 4.5093075819999999, 7.582196379, 5.3209524979999996, 
    NA, 4.1622113199999999, 4.3186955559999998, 5.5686717720000001, 
    NA, NA, NA, 5.7787097000000003, 5.159193352, 7.405537754, 
    6.155949852, 5.141637394, 4.6676315319999997, 7.9506154139999996, 
    NA, 4.56646558, NA, NA, 4.5273680839999999, NA, 4.4400214050000004, 
    NA, NA, NA, 5.6787274539999997, 4.1009539239999997, 5.1825443509999998, 
    5.6893749600000003, NA, NA, NA, NA, 4.40871382, 4.2864610269999996, 
    5.533518452, NA, 5.125337246, NA, 3.7309438949999998, NA, 
    4.2475629389999998, 8.5905107590000007, 7.7757323600000001, 
    3.5654037679999999, NA, 4.981315146, 8.5528789429999996, 
    NA, 3.979317333, 4.9929583109999998, NA, NA, 4.2625129939999997, 
    4.5885836659999999, 6.5474860560000003, 6.5372199310000001, 
    NA, 6.332679733, 5.0151541540000002, NA, NA, 5.3476846729999998, 
    4.6927965250000003, NA, 4.2785292090000002, 8.4302516819999997, 
    NA, 6.4165458180000003, 5.6236381480000004, 6.4187134889999999, 
    4.7122240270000004, NA, NA, NA, 8.1064328119999995, NA, NA, 
    NA, NA, 5.0740962429999996, 4.6231215170000004, NA, NA, NA, 
    5.2059582999999998, 4.9463131970000003, 4.7722917960000002, 
    4.8758284290000002, 6.2767333199999999, 7.4198458460000003, 
    6.6747838980000003, 7.1226912120000003, 3.485509687, 4.5763181340000001, 
    NA, 4.7020298479999996, 4.5191936989999997, 4.9000000000000004, 
    NA, NA, 5.4000000000000004, NA, 7.2999999999999998, 7.5, 
    NA, NA, NA, 3.6000000000000001, NA, NA, 6.9000000000000004, 
    NA, NA, NA, 3.3999999999999999, 4.9000000000000004, 6.0999999999999996, 
    5.0999999999999996, NA, 5.2999999999999998, 5.4000000000000004, 
    NA, 3.3999999999999999, 3.3999999999999999, 7.2999999999999998, 
    NA, NA, NA, 6.0999999999999996, 4.0999999999999996, 4.9000000000000004, 
    NA, NA, NA, 4.7999999999999998, 5.2000000000000002, NA, 6.5, 
    8.1999999999999993, 4.7999999999999998, 4.0999999999999996, 
    3.8999999999999999, 4.7000000000000002, 7.2000000000000002, 
    3.8999999999999999, NA, 7.5, 6.9000000000000004, NA, NA, 
    6, 8.1999999999999993, 5.9000000000000004, 6.0999999999999996, 
    3.6000000000000001, NA, NA, NA, NA, NA, 7.2000000000000002, 
    4.9000000000000004, NA, 3.8999999999999999, 4.7000000000000002, 
    5.5999999999999996, NA, NA, NA, 5.7999999999999998, 4.7000000000000002, 
    7.2999999999999998, 6.2000000000000002, 4.7000000000000002, 
    4.4000000000000004, 7.2999999999999998, NA, 4.2000000000000002, 
    NA, NA, 4.5, NA, NA, NA, NA, NA, 5.4000000000000004, 4.0999999999999996, 
    5.9000000000000004, 5.7000000000000002, NA, NA, NA, NA, 3.8999999999999999, 
    4.0999999999999996, 5.2000000000000002, NA, 5, NA, 3.8999999999999999, 
    NA, 4.2000000000000002, 8.3000000000000007, 7.5, 3.7000000000000002, 
    NA, 5, 8.5999999999999996, NA, 3.6000000000000001, 4.5, NA, 
    NA, 3.8999999999999999, 3.8999999999999999, 6.2000000000000002, 
    6.2000000000000002, NA, 5.9000000000000004, 4.5999999999999996, 
    NA, NA, 5.5, 4.5, NA, 4.7000000000000002, 7.7000000000000002, 
    NA, 6.0999999999999996, 5.2999999999999998, 6.2000000000000002, 
    4.0999999999999996, NA, NA, NA, 7.7999999999999998, NA, NA, 
    NA, NA, 4.7999999999999998, 3.8999999999999999, NA, NA, NA, 
    5.4000000000000004, 5.2000000000000002, 4.7999999999999998, 
    5.2000000000000002, 5.9000000000000004, 7.2000000000000002, 
    6.0999999999999996, 7, 3.2999999999999998, 4.2000000000000002, 
    NA, 4.7000000000000002, 4, 4.9000000000000004, NA, NA, 5.4000000000000004, 
    NA, 7.2999999999999998, 7.5, NA, NA, NA, 3.6000000000000001, 
    NA, NA, 6.9000000000000004, NA, NA, NA, 3.3999999999999999, 
    4.9000000000000004, 6.0999999999999996, 5.0999999999999996, 
    NA, 5.2999999999999998, 5.4000000000000004, NA, 3.3999999999999999, 
    3.3999999999999999, 7.2999999999999998, NA, NA, NA, 6.0999999999999996, 
    4.0999999999999996, 4.9000000000000004, NA, NA, NA, 4.7999999999999998, 
    5.2000000000000002, NA, 6.5, 8.1999999999999993, 4.7999999999999998, 
    4.0999999999999996, 3.8999999999999999, 4.7000000000000002, 
    7.2000000000000002, 3.8999999999999999, NA, 7.5, 6.9000000000000004, 
    NA, NA, 6, 8.1999999999999993, 5.9000000000000004, 6.0999999999999996, 
    3.6000000000000001, NA, NA, NA, NA, NA, 7.2000000000000002, 
    4.9000000000000004, NA, 3.8999999999999999, 4.7000000000000002, 
    5.5999999999999996, NA, NA, NA, 5.7999999999999998, 4.7000000000000002, 
    7.2999999999999998, 6.2000000000000002, 4.7000000000000002, 
    4.4000000000000004, 7.2999999999999998, NA, 4.2000000000000002, 
    NA, NA, 4.5, NA, NA, NA, NA, NA, 5.4000000000000004, 4.0999999999999996, 
    5.9000000000000004, 5.7000000000000002, NA, NA, NA, NA, 3.8999999999999999, 
    4.0999999999999996, 5.2000000000000002, NA, 5, NA, 3.8999999999999999, 
    NA, 4.2000000000000002, 8.3000000000000007, 7.5, 3.7000000000000002, 
    NA, 5, 8.5999999999999996, NA, 3.6000000000000001, 4.5, NA, 
    NA, 3.8999999999999999, 3.8999999999999999, 6.2000000000000002, 
    6.2000000000000002, NA, 5.9000000000000004, 4.5999999999999996, 
    NA, NA, 5.5, 4.5, NA, 4.7000000000000002, 7.7000000000000002, 
    NA, 6.0999999999999996, 5.2999999999999998, 6.2000000000000002, 
    4.0999999999999996, NA, NA, NA, 7.7999999999999998, NA, NA, 
    NA, NA, 4.7999999999999998, 3.8999999999999999, NA, NA, NA, 
    5.4000000000000004, 5.2000000000000002, 4.7999999999999998, 
    5.2000000000000002, 5.9000000000000004, 7.2000000000000002, 
    6.0999999999999996, 7, 3.2999999999999998, 4.2000000000000002, 
    NA, 4.7000000000000002, 4, 5.0747846509999999, NA, NA, 5.366584392, 
    NA, 7.2328309720000004, 7.4392399969999996, NA, NA, NA, 3.2247674310000001, 
    NA, NA, 6.7815029119999997, NA, NA, NA, 3.789452635, 4.9949702299999998, 
    6.542717186, 5.5462805150000003, NA, 5.6612906260000004, 
    5.8899062600000001, NA, 3.74377095, 3.459498006, 7.2313955459999999, 
    NA, NA, NA, 6.6010828439999996, 4.306542104, 5.3452783510000001, 
    NA, NA, NA, 5.0922796469999998, 5.1203930560000002, NA, 6.4719473240000003, 
    7.8600795049999999, 5.1137240009999996, 4.2449727719999997, 
    4.6527639699999996, 4.9208337670000004, 7.0721140289999997, 
    4.5503186329999998, NA, 7.8844386719999999, 6.8357906499999999, 
    NA, NA, 6.1401069579999996, 7.9997998499999996, 6.0508590160000004, 
    6.1411792390000004, 4.0830938019999996, NA, NA, NA, NA, NA, 
    7.0554187150000001, 5.508206757, NA, 4.4613487469999997, 
    4.948771678, 6.2400339039999997, NA, NA, NA, 5.5880161360000002, 
    5.0720362410000002, 7.7049915540000002, 6.4531352169999998, 
    4.8573719769999997, 4.7368029390000004, 7.1686028090000002, 
    NA, 4.5811291799999996, NA, NA, 4.5435128650000003, 0, NA, 
    NA, NA, NA, 5.3231034069999996, 5.3497449450000003, 5.9434894939999996, 
    5.723684875, NA, NA, NA, NA, 4.0132791809999997, 4.1639734480000001, 
    5.2675633279999996, NA, 5.3900350509999999, NA, NA, NA, 4.2963017499999996, 
    8.0349232100000005, 7.5996107229999996, 4.2320953320000001, 
    NA, 5.2851987779999998, 8.1622776479999999, 0, 3.9448558230000002, 
    5.0511306219999996, NA, NA, 4.3137713770000001, 4.2702471610000003, 
    6.2933744269999998, 6.1524128390000001, 0, 5.8604351660000003, 
    4.9589745819999997, NA, NA, 5.7750069169999998, 4.7136392200000001, 
    NA, 5.4235748179999996, 7.8849605409999999, NA, 5.9580612930000001, 
    5.470206159, 6.4560552820000003, 5.2268573869999999, NA, 
    NA, NA, 7.7801766419999998, NA, NA, NA, NA, 4.847786052, 
    4.3208545450000004, NA, NA, NA, 5.5559579379999997, 5.5175251779999996, 
    5.1281219020000002, 5.1852539750000002, 6.0370913249999996, 
    7.2354657400000004, 6.5321267040000004, 7.1408485270000002, 
    3.7816877849999999, 4.3491010939999999, NA, 4.5780030429999998, 
    3.991581531, 5.0747846509999999, NA, NA, 5.366584392, NA, 
    7.2328309720000004, 7.4392399969999996, NA, NA, NA, 3.2247674310000001, 
    NA, NA, 6.7815029119999997, NA, NA, NA, 3.789452635, 4.9949702299999998, 
    6.542717186, 5.5462805150000003, NA, 5.6612906260000004, 
    5.8899062600000001, NA, 3.74377095, 3.459498006, 7.2313955459999999, 
    NA, NA, NA, 6.6010828439999996, 4.306542104, 5.3452783510000001, 
    NA, NA, NA, 5.0922796469999998, 5.1203930560000002, NA, 6.4719473240000003, 
    7.8600795049999999, 5.1137240009999996, 4.2449727719999997, 
    4.6527639699999996, 4.9208337670000004, 7.0721140289999997, 
    4.5503186329999998, NA, 7.8844386719999999, 6.8357906499999999, 
    NA, NA, 6.1401069579999996, 7.9997998499999996, 6.0508590160000004, 
    6.1411792390000004, 4.0830938019999996, NA, NA, NA, NA, NA, 
    7.0554187150000001, 5.508206757, NA, 4.4613487469999997, 
    4.948771678, 6.2400339039999997, NA, NA, NA, 5.5880161360000002, 
    5.0720362410000002, 7.7049915540000002, 6.4531352169999998, 
    4.8573719769999997, 4.7368029390000004, 7.1686028090000002, 
    NA, 4.5811291799999996, NA, NA, 4.5435128650000003, 0, NA, 
    NA, NA, NA, 5.3231034069999996, 5.3497449450000003, 5.9434894939999996, 
    5.723684875, NA, NA, NA, NA, 4.0132791809999997, 4.1639734480000001, 
    5.2675633279999996, NA, 5.3900350509999999, NA, NA, NA, 4.2963017499999996, 
    8.0349232100000005, 7.5996107229999996, 4.2320953320000001, 
    NA, 5.2851987779999998, 8.1622776479999999, 0, 3.9448558230000002, 
    5.0511306219999996, NA, NA, 4.3137713770000001, 4.2702471610000003, 
    6.2933744269999998, 6.1524128390000001, 0, 5.8604351660000003, 
    4.9589745819999997, NA, NA, 5.7750069169999998, 4.7136392200000001, 
    NA, 5.4235748179999996, 7.8849605409999999, NA, 5.9580612930000001, 
    5.470206159, 6.4560552820000003, 5.2268573869999999, NA, 
    NA, NA, 7.7801766419999998, NA, NA, NA, NA, 4.847786052, 
    4.3208545450000004, NA, NA, NA, 5.5559579379999997, 5.5175251779999996, 
    5.1281219020000002, 5.1852539750000002, 6.0370913249999996, 
    7.2354657400000004, 6.5321267040000004, 7.1408485270000002, 
    3.7816877849999999, 4.3491010939999999, NA, 4.5780030429999998, 
    3.991581531, 5.0747846509999999, NA, NA, 5.366584392, NA, 
    7.2328309720000004, 7.4392399969999996, NA, NA, NA, 3.2247674310000001, 
    NA, NA, 6.7815029119999997, NA, NA, NA, 3.789452635, 4.9949702299999998, 
    6.542717186, 5.5462805150000003, NA, 5.6612906260000004, 
    5.8899062600000001, NA, NA, 3.459498006, 7.2313955459999999, 
    NA, NA, NA, 6.6010828439999996, 4.306542104, 5.3452783510000001, 
    NA, NA, NA, 5.0922796469999998, 5.1203930560000002, NA, 6.4719473240000003, 
    7.8600795049999999, 5.1137240009999996, 4.2449727719999997, 
    4.6527639699999996, 4.9208337670000004, 7.0721140289999997, 
    4.5503186329999998, NA, 7.8844386719999999, 6.8357906499999999, 
    NA, NA, 6.1401069579999996, 7.9997998499999996, 6.0508590160000004, 
    6.1411792390000004, 4.0830938019999996, NA, NA, NA, NA, NA, 
    7.0554187150000001, 5.508206757, NA, 4.4613487469999997, 
    4.948771678, 6.2400339039999997, NA, NA, NA, 5.5880161360000002, 
    5.0720362410000002, 7.7049915540000002, 6.4531352169999998, 
    4.8573719769999997, 4.7368029390000004, 7.1686028090000002, 
    NA, 4.5811291799999996, NA, NA, NA, 0, NA, NA, NA, NA, 5.3231034069999996, 
    5.3497449450000003, 5.9434894939999996, 5.723684875, NA, 
    NA, NA, NA, 4.0132791809999997, 4.1639734480000001, 5.2675633279999996, 
    NA, 5.3900350509999999, NA, NA, NA, 4.2963017499999996, 8.0349232100000005, 
    7.5996107229999996, 4.2320953320000001, NA, 5.2851987779999998, 
    8.1622776479999999, 0, 3.9448558230000002, 5.0511306219999996, 
    NA, NA, 4.3137713770000001, 4.2702471610000003, 6.2933744269999998, 
    6.1524128390000001, NA, 5.8604351660000003, 4.9589745819999997, 
    NA, NA, 5.7750069169999998, 4.7136392200000001, NA, 5.4235748179999996, 
    7.8849605409999999, NA, 5.9580612930000001, 5.470206159, 
    6.4560552820000003, 5.2268573869999999, NA, NA, NA, 7.7801766419999998, 
    NA, NA, NA, NA, 4.847786052, 4.3208545450000004, NA, NA, 
    NA, 5.5559579379999997, 5.5175251779999996, 5.1281219020000002, 
    5.1852539750000002, 6.0370913249999996, 7.2354657400000004, 
    6.5321267040000004, 7.1408485270000002, 3.7816877849999999, 
    4.3491010939999999, NA, 4.5780030429999998, 3.991581531, 
    5.0747846509999999, NA, NA, 5.366584392, NA, 7.2328309720000004, 
    7.4392399969999996, NA, NA, NA, 3.2247674310000001, NA, NA, 
    6.7815029119999997, NA, NA, NA, 3.789452635, 4.9949702299999998, 
    6.542717186, 5.5462805150000003, NA, 5.6612906260000004, 
    5.8899062600000001, NA, NA, 3.459498006, 7.2313955459999999, 
    NA, NA, NA, 6.6010828439999996, 4.306542104, 5.3452783510000001, 
    NA, NA, NA, 5.0922796469999998, 5.1203930560000002, NA, 6.4719473240000003, 
    7.8600795049999999, 5.1137240009999996, 4.2449727719999997, 
    4.6527639699999996, 4.9208337670000004, 7.0721140289999997, 
    4.5503186329999998, NA, 7.8844386719999999, 6.8357906499999999, 
    NA, NA, 6.1401069579999996, 7.9997998499999996, 6.0508590160000004, 
    6.1411792390000004, 4.0830938019999996, NA, NA, NA, NA, NA, 
    7.0554187150000001, 5.508206757, NA, 4.4613487469999997, 
    4.948771678, 6.2400339039999997, NA, NA, NA, 5.5880161360000002, 
    5.0720362410000002, 7.7049915540000002, 6.4531352169999998, 
    4.8573719769999997, 4.7368029390000004, 7.1686028090000002, 
    NA, 4.5811291799999996, NA, NA, NA, 0, NA, NA, NA, NA, 5.3231034069999996, 
    5.3497449450000003, 5.9434894939999996, 5.723684875, NA, 
    NA, NA, NA, 4.0132791809999997, 4.1639734480000001, 5.2675633279999996, 
    NA, 5.3900350509999999, NA, NA, NA, 4.2963017499999996, 8.0349232100000005, 
    7.5996107229999996, 4.2320953320000001, NA, 5.2851987779999998, 
    8.1622776479999999, 0, 3.9448558230000002, 5.0511306219999996, 
    NA, NA, 4.3137713770000001, 4.2702471610000003, 6.2933744269999998, 
    6.1524128390000001, NA, 5.8604351660000003, 4.9589745819999997, 
    NA, NA, 5.7750069169999998, 4.7136392200000001, NA, 5.4235748179999996, 
    7.8849605409999999, NA, 5.9580612930000001, 5.470206159, 
    6.4560552820000003, 5.2268573869999999, NA, NA, NA, 7.7801766419999998, 
    NA, NA, NA, NA, 4.847786052, 4.3208545450000004, NA, NA, 
    NA, 5.5559579379999997, 5.5175251779999996, 5.1281219020000002, 
    5.1852539750000002, 6.0370913249999996, 7.2354657400000004, 
    6.5321267040000004, 7.1408485270000002, 3.7816877849999999, 
    4.3491010939999999, NA, 4.5780030429999998, 3.991581531), 
    pf_rol_criminal = c(4.6665082230000001, NA, NA, 4.3439295070000004, 
    NA, 7.3640783059999997, 7.6732265259999997, NA, 6.2628398880000002, 
    NA, 3.3533695579999998, 5.908107974, 4.9684987730000003, 
    7.2403643320000004, 3.3154674310000001, NA, NA, 2.090005954, 
    5.1021727449999998, 5.535642631, 3.7012036820000001, NA, 
    4.0580206929999996, 4.5488154950000004, NA, 2.6937845330000001, 
    2.7613623189999998, 7.4107111809999999, NA, NA, NA, 5.55075071, 
    4.779258971, 3.4264592, NA, NA, 5.560008947, 3.9252044490000002, 
    5.0566363829999998, NA, 7.4113968290000001, 8.1685289870000002, 
    3.2700301700000001, 3.8120762350000001, 4.1668599630000003, 
    2.9813564829999999, 6.7897101920000003, 3.3970610799999998, 
    NA, 8.4640942809999995, 6.4698937440000002, NA, NA, 5.0764578419999999, 
    7.743620677, 5.1480009979999997, 5.2656686710000002, 3.0465964040000002, 
    NA, NA, 3.9807306589999998, NA, 2.4369404459999999, 7.2040619719999999, 
    4.7480551469999996, NA, 4.2465460650000004, 3.54256533, 4.5057666730000001, 
    NA, NA, NA, 6.4329025230000001, 4.9876945170000004, 7.3874429470000003, 
    6.0283100239999996, 4.0944202829999998, 3.8004031239999998, 
    6.9719707719999997, NA, 3.1856016559999998, NA, NA, 3.6713149440000001, 
    NA, 3.0871934269999999, NA, NA, NA, 4.6666355580000003, 3.57573418, 
    4.2967038149999999, 5.453439135, NA, NA, NA, NA, 3.0351407410000002, 
    3.552055717, 4.9853558769999999, NA, 3.7359739709999999, 
    NA, 2.8720874420000002, NA, 4.3094256770000001, 7.9913119500000001, 
    7.3627616549999999, 3.4215703839999998, NA, 4.1796420520000002, 
    8.256120568, NA, 3.7961783229999999, 3.2810004429999999, 
    NA, NA, 3.569157938, 3.1040716160000001, 6.1598684849999996, 
    6.4053929639999998, NA, 5.7457074500000003, 3.3452756140000002, 
    NA, NA, 4.3226063180000001, 3.5556119900000001, NA, 3.803179101, 
    7.9979787340000001, NA, 5.7979131590000001, 5.2282304210000001, 
    6.3507410740000001, 4.8322592489999998, NA, 5.1670211410000002, 
    NA, 8.0063479720000004, NA, NA, NA, NA, 3.93893103, 4.01599196, 
    NA, NA, 3.873113155, 4.2958722600000003, 3.9701610189999998, 
    3.3997791770000001, 3.736319344, 6.9226254430000003, 7.4097048550000002, 
    6.5471905499999998, 5.4129343150000002, 1.4290825410000001, 
    4.911257022, NA, 4.1549051969999997, 3.7562272989999999, 
    4.5832625880000002, NA, NA, 4.2556025499999999, NA, 7.5181472600000001, 
    8.3315086950000001, NA, 6.7546187939999998, NA, 3.3133456699999999, 
    6.0799157819999996, NA, 7.5574752199999997, 3.206519181, 
    NA, NA, 2.4314970640000002, 5.6102363329999996, 5.1775194850000004, 
    3.910913324, NA, 4.1404877210000004, 4.2688978390000001, 
    NA, 3.010754892, 2.9930829480000001, 7.4005670339999998, 
    NA, NA, NA, 5.7644204969999997, 4.6982453739999999, 3.414367897, 
    NA, NA, 5.5441877049999997, 3.6744698759999999, 5.3826166649999996, 
    NA, 7.345653778, 8.1741253799999996, 3.3866940579999998, 
    3.5968428050000001, 4.274757342, 3.3624328609999998, 7.02289926, 
    3.2836982589999999, NA, 8.4750350860000001, 6.4552648530000001, 
    NA, NA, 5.6156441429999999, 7.7258121150000001, 4.7136414440000003, 
    5.0554474340000004, 2.8873426750000002, NA, NA, 3.4915411569999999, 
    NA, 2.5103026690000001, 8.0215158819999992, 5.4084240360000004, 
    NA, 4.1373254099999999, 3.811873098, 4.2662609079999996, 
    NA, NA, NA, 6.3807056510000004, 4.5428452549999996, 6.8429247149999997, 
    5.8768136670000004, 4.0572187360000003, 3.5126860720000002, 
    7.0666624420000002, NA, 3.3499789799999999, NA, NA, 3.0895393229999999, 
    NA, 2.6478361050000001, NA, NA, NA, 5.1420205230000002, 3.9848879570000002, 
    4.4395007270000004, 5.5765869979999998, NA, NA, NA, NA, 2.8610545059999999, 
    3.8205279760000002, 4.838115749, NA, 3.685410305, NA, 3.1873886699999998, 
    NA, 4.4421605509999997, 7.9910617559999997, 7.5067754239999998, 
    3.1511964739999998, NA, 4.1855214910000003, 8.3487147789999998, 
    NA, 3.7685405319999998, 2.8765764690000002, NA, NA, 3.4426219310000001, 
    3.6422654840000002, 6.9116831840000001, 6.7245945960000002, 
    NA, 5.7958159389999997, 3.3116172989999999, NA, NA, 4.260042479, 
    3.3998983950000001, NA, 3.5810830490000001, 8.2556021669999993, 
    NA, 6.5542718840000003, 5.191837724, 6.3078792080000001, 
    4.8832324050000002, NA, 5.3931029309999996, NA, 7.9327055079999997, 
    NA, NA, NA, NA, 4.0661347970000001, 4.4966701980000003, NA, 
    NA, 4.0221420339999998, 4.5912282170000003, 4.001248747, 
    3.3872809250000002, 3.9736287830000001, 7.4463896600000004, 
    7.5643548310000002, 6.7785138480000002, 5.8490436939999997, 
    1.347288378, 5.037916751, NA, 4.1589668560000002, 3.6167826060000001, 
    4.3029641400000003, NA, NA, 3.9218600810000002, NA, 7.660519667, 
    8.1572797060000006, NA, NA, NA, 3.2707905679999998, NA, NA, 
    6.7034544929999997, 2.9039743740000001, NA, NA, 2.4957277480000002, 
    5.0982326880000004, 6.0901832169999999, 3.7399296830000002, 
    NA, 4.4026676399999998, 3.6404693090000002, NA, 2.8238035539999999, 
    3.184258131, 7.2432473269999997, NA, NA, NA, 5.6316609399999997, 
    4.4725540749999997, 3.3620513820000002, NA, NA, 5.7162501280000004, 
    3.799546549, 5.8349910310000004, NA, 6.9265387059999997, 
    8.3829751330000004, 3.6640406529999998, 3.482416551, 4.2662790990000001, 
    3.3722088050000001, 7.0561280670000004, 3.8807385640000001, 
    NA, 8.5041179039999992, 6.621903069, NA, NA, 5.4258556420000001, 
    7.6088509059999998, 4.9620680520000002, 4.924811472, 3.0061521139999998, 
    NA, NA, NA, NA, 2.0721557389999998, 7.9453285859999996, 5.5079100839999997, 
    NA, 4.6953939089999999, 3.52961502, 3.8813523349999999, NA, 
    NA, NA, 6.2521769200000001, 4.5548663859999996, 7.3657839300000001, 
    5.4548330890000001, 4.1914246759999996, 3.227480678, 7.5701691499999999, 
    NA, 3.3617725319999998, NA, NA, 3.8521423979999998, NA, 3.1559222359999999, 
    NA, NA, NA, 4.4017563720000004, 3.45906264, 4.4721654790000001, 
    5.7657899119999998, NA, NA, NA, NA, 3.1149819559999998, 3.3721771469999999, 
    4.206107823, NA, 3.3246524580000001, NA, 2.9902551019999999, 
    NA, 4.2371446659999998, 7.519715186, 7.7240017200000004, 
    3.3155191839999998, NA, 3.607144624, 8.1733775669999993, 
    NA, 3.085950199, 3.2173794619999998, NA, NA, 3.396736416, 
    3.7628299369999998, 7.3857940290000004, 6.6992546859999997, 
    NA, 5.9615558000000002, 3.6014602340000001, NA, NA, 4.3562321519999996, 
    3.8407758539999999, NA, 3.3488229139999999, 8.2087404129999992, 
    NA, 6.3038028319999997, 5.0190983119999997, 6.1512636040000004, 
    4.5279394850000001, NA, NA, NA, 7.754271074, NA, NA, NA, 
    NA, 3.744544758, 4.3192414640000001, NA, NA, NA, 4.9283138060000002, 
    3.513647245, 3.390618221, 3.6396206819999999, 7.6874043600000004, 
    7.6342725390000004, 6.4496794419999999, 5.3921770320000002, 
    1.5983016400000001, 4.9700942770000003, NA, 3.7703609, 3.612895983, 
    3.6000000000000001, NA, NA, 3.7000000000000002, NA, 7.2999999999999998, 
    8.0999999999999996, NA, NA, NA, 2.8999999999999999, NA, NA, 
    6.7000000000000002, NA, NA, NA, 2.2999999999999998, 5.4000000000000004, 
    6.4000000000000004, 3.7000000000000002, NA, 4.0999999999999996, 
    3.7999999999999998, NA, 2.8999999999999999, 3.1000000000000001, 
    7.2000000000000002, NA, NA, NA, 5.7000000000000002, 4.2999999999999998, 
    3.5, NA, NA, NA, 4, 5.5, NA, 6.7999999999999998, 8.4000000000000004, 
    3.7999999999999998, 3.2999999999999998, 4.0999999999999996, 
    3.1000000000000001, 7.2000000000000002, 4.5, NA, 8.5, 6.5, 
    NA, NA, 5.0999999999999996, 7.0999999999999996, 4.4000000000000004, 
    4.5999999999999996, 3, NA, NA, NA, NA, NA, 7.2999999999999998, 
    5.4000000000000004, NA, 4.5, 3.7000000000000002, 3.7999999999999998, 
    NA, NA, NA, 6.2999999999999998, 4.2000000000000002, 6.7999999999999998, 
    5.5999999999999996, 4, 3.2999999999999998, 7.5999999999999996, 
    NA, 3.2999999999999998, NA, NA, 4.0999999999999996, NA, NA, 
    NA, NA, NA, 5, 3.5, 4.7999999999999998, 5.2999999999999998, 
    NA, NA, NA, NA, 2.5, 3.3999999999999999, 4.7999999999999998, 
    NA, 3.5, NA, 3.2000000000000002, NA, 4.2999999999999998, 
    7.5, 7.2000000000000002, 3.5, NA, 3.1000000000000001, 8.3000000000000007, 
    NA, 3.7000000000000002, 3.7999999999999998, NA, NA, 3.7000000000000002, 
    3.6000000000000001, 6.9000000000000004, 5.9000000000000004, 
    NA, 5.5999999999999996, 3.6000000000000001, NA, NA, 4.0999999999999996, 
    4.0999999999999996, NA, 3.2000000000000002, 8.5, NA, 5.7999999999999998, 
    4.5, 6.2000000000000002, 4.9000000000000004, NA, NA, NA, 
    7.7999999999999998, NA, NA, NA, NA, 4.5, 5.0999999999999996, 
    NA, NA, NA, 4.5, 3.8999999999999999, 3.6000000000000001, 
    3.2999999999999998, 7.7999999999999998, 7.2000000000000002, 
    6.5, 4.7000000000000002, 1.6000000000000001, 4.7000000000000002, 
    NA, 3.5, 3.6000000000000001, 3.6000000000000001, NA, NA, 
    3.7000000000000002, NA, 7.2999999999999998, 8.0999999999999996, 
    NA, NA, NA, 2.8999999999999999, NA, NA, 6.7000000000000002, 
    NA, NA, NA, 2.2999999999999998, 5.4000000000000004, 6.4000000000000004, 
    3.7000000000000002, NA, 4.0999999999999996, 3.7999999999999998, 
    NA, 2.8999999999999999, 3.1000000000000001, 7.2000000000000002, 
    NA, NA, NA, 5.7000000000000002, 4.2999999999999998, 3.5, 
    NA, NA, NA, 4, 5.5, NA, 6.7999999999999998, 8.4000000000000004, 
    3.7999999999999998, 3.2999999999999998, 4.0999999999999996, 
    3.1000000000000001, 7.2000000000000002, 4.5, NA, 8.5, 6.5, 
    NA, NA, 5.0999999999999996, 7.0999999999999996, 4.4000000000000004, 
    4.5999999999999996, 3, NA, NA, NA, NA, NA, 7.2999999999999998, 
    5.4000000000000004, NA, 4.5, 3.7000000000000002, 3.7999999999999998, 
    NA, NA, NA, 6.2999999999999998, 4.2000000000000002, 6.7999999999999998, 
    5.5999999999999996, 4, 3.2999999999999998, 7.5999999999999996, 
    NA, 3.2999999999999998, NA, NA, 4.0999999999999996, NA, NA, 
    NA, NA, NA, 5, 3.5, 4.7999999999999998, 5.2999999999999998, 
    NA, NA, NA, NA, 2.5, 3.3999999999999999, 4.7999999999999998, 
    NA, 3.5, NA, 3.2000000000000002, NA, 4.2999999999999998, 
    7.5, 7.2000000000000002, 3.5, NA, 3.1000000000000001, 8.3000000000000007, 
    NA, 3.7000000000000002, 3.7999999999999998, NA, NA, 3.7000000000000002, 
    3.6000000000000001, 6.9000000000000004, 5.9000000000000004, 
    NA, 5.5999999999999996, 3.6000000000000001, NA, NA, 4.0999999999999996, 
    4.0999999999999996, NA, 3.2000000000000002, 8.5, NA, 5.7999999999999998, 
    4.5, 6.2000000000000002, 4.9000000000000004, NA, NA, NA, 
    7.7999999999999998, NA, NA, NA, NA, 4.5, 5.0999999999999996, 
    NA, NA, NA, 4.5, 3.8999999999999999, 3.6000000000000001, 
    3.2999999999999998, 7.7999999999999998, 7.2000000000000002, 
    6.5, 4.7000000000000002, 1.6000000000000001, 4.7000000000000002, 
    NA, 3.5, 3.6000000000000001, 4.100515809, NA, NA, 4.3436517419999996, 
    NA, 7.236429266, 7.4790809180000002, NA, NA, NA, 3.8183600439999998, 
    NA, NA, 7.1580345310000002, NA, NA, NA, 2.8212521270000002, 
    6.1715393010000001, 7.1739739680000003, 4.8503251440000001, 
    NA, 3.8725544319999998, 4.465252402, NA, 3.965153189, 3.170642328, 
    7.4838631949999996, NA, NA, NA, 6.0245590980000001, 5.4335053430000002, 
    4.3152016440000001, NA, NA, NA, 3.720247638, 5.2729957159999996, 
    NA, 6.9610902689999996, 8.7198480410000005, 4.7147212529999996, 
    4.3640309329999996, 4.5341480120000002, 2.4922651999999998, 
    7.481764847, 4.9222093989999998, NA, 8.6739846109999998, 
    6.8780257929999999, NA, NA, 6.5725908630000003, 7.6079168790000002, 
    4.491122356, 5.0289852359999996, 3.7400057769999999, NA, 
    NA, NA, NA, NA, 7.6096427269999998, 6.3894858719999998, NA, 
    4.396570766, 4.4654498760000001, 4.4997929489999997, NA, 
    NA, NA, 6.7294239899999999, 4.1809107980000002, 6.7786770499999998, 
    5.1666353479999998, 4.5671159939999999, 3.9798685960000002, 
    7.5583767069999999, NA, 3.5108674600000001, NA, NA, 4.8649375429999999, 
    0, NA, NA, NA, NA, 5.3402333559999997, 4.9490916440000001, 
    4.5120265430000002, 6.1148240170000001, NA, NA, NA, NA, 3.5054122259999998, 
    4.0398298160000001, 5.4368623569999999, NA, 3.5418598879999998, 
    NA, NA, NA, 5.387764969, 8.0057983319999995, 7.9379739899999997, 
    4.2302039100000002, NA, 2.832213764, 8.4578776970000007, 
    0, 3.8780170620000001, 3.8377187589999999, NA, NA, 4.5162948150000002, 
    4.19282018, 7.328397088, 6.2461676519999996, 0, 5.9806788319999997, 
    3.951724273, NA, NA, 4.6455670099999997, 4.496496402, NA, 
    3.5900067400000002, 8.651268795, NA, 5.9204937859999998, 
    4.932218861, 6.923660323, 6.1635622589999999, NA, NA, NA, 
    8.2305540550000007, NA, NA, NA, NA, 4.8737149280000001, 5.9274172739999997, 
    NA, NA, NA, 5.2459871959999997, 4.1950737670000002, 4.3085187280000001, 
    3.9324416270000002, 7.4864907729999999, 7.5467761710000003, 
    6.5387777079999996, 5.0352224400000001, 2.3692389619999998, 
    5.6948467520000001, NA, 3.688651997, 4.3276598030000004, 
    4.100515809, NA, NA, 4.3436517419999996, NA, 7.236429266, 
    7.4790809180000002, NA, NA, NA, 3.8183600439999998, NA, NA, 
    7.1580345310000002, NA, NA, NA, 2.8212521270000002, 6.1715393010000001, 
    7.1739739680000003, 4.8503251440000001, NA, 3.8725544319999998, 
    4.465252402, NA, 3.965153189, 3.170642328, 7.4838631949999996, 
    NA, NA, NA, 6.0245590980000001, 5.4335053430000002, 4.3152016440000001, 
    NA, NA, NA, 3.720247638, 5.2729957159999996, NA, 6.9610902689999996, 
    8.7198480410000005, 4.7147212529999996, 4.3640309329999996, 
    4.5341480120000002, 2.4922651999999998, 7.481764847, 4.9222093989999998, 
    NA, 8.6739846109999998, 6.8780257929999999, NA, NA, 6.5725908630000003, 
    7.6079168790000002, 4.491122356, 5.0289852359999996, 3.7400057769999999, 
    NA, NA, NA, NA, NA, 7.6096427269999998, 6.3894858719999998, 
    NA, 4.396570766, 4.4654498760000001, 4.4997929489999997, 
    NA, NA, NA, 6.7294239899999999, 4.1809107980000002, 6.7786770499999998, 
    5.1666353479999998, 4.5671159939999999, 3.9798685960000002, 
    7.5583767069999999, NA, 3.5108674600000001, NA, NA, 4.8649375429999999, 
    0, NA, NA, NA, NA, 5.3402333559999997, 4.9490916440000001, 
    4.5120265430000002, 6.1148240170000001, NA, NA, NA, NA, 3.5054122259999998, 
    4.0398298160000001, 5.4368623569999999, NA, 3.5418598879999998, 
    NA, NA, NA, 5.387764969, 8.0057983319999995, 7.9379739899999997, 
    4.2302039100000002, NA, 2.832213764, 8.4578776970000007, 
    0, 3.8780170620000001, 3.8377187589999999, NA, NA, 4.5162948150000002, 
    4.19282018, 7.328397088, 6.2461676519999996, 0, 5.9806788319999997, 
    3.951724273, NA, NA, 4.6455670099999997, 4.496496402, NA, 
    3.5900067400000002, 8.651268795, NA, 5.9204937859999998, 
    4.932218861, 6.923660323, 6.1635622589999999, NA, NA, NA, 
    8.2305540550000007, NA, NA, NA, NA, 4.8737149280000001, 5.9274172739999997, 
    NA, NA, NA, 5.2459871959999997, 4.1950737670000002, 4.3085187280000001, 
    3.9324416270000002, 7.4864907729999999, 7.5467761710000003, 
    6.5387777079999996, 5.0352224400000001, 2.3692389619999998, 
    5.6948467520000001, NA, 3.688651997, 4.3276598030000004, 
    4.100515809, NA, NA, 4.3436517419999996, NA, 7.236429266, 
    7.4790809180000002, NA, NA, NA, 3.8183600439999998, NA, NA, 
    7.1580345310000002, NA, NA, NA, 2.8212521270000002, 6.1715393010000001, 
    7.1739739680000003, 4.8503251440000001, NA, 3.8725544319999998, 
    4.465252402, NA, NA, 3.170642328, 7.4838631949999996, NA, 
    NA, NA, 6.0245590980000001, 5.4335053430000002, 4.3152016440000001, 
    NA, NA, NA, 3.720247638, 5.2729957159999996, NA, 6.9610902689999996, 
    8.7198480410000005, 4.7147212529999996, 4.3640309329999996, 
    4.5341480120000002, 2.4922651999999998, 7.481764847, 4.9222093989999998, 
    NA, 8.6739846109999998, 6.8780257929999999, NA, NA, 6.5725908630000003, 
    7.6079168790000002, 4.491122356, 5.0289852359999996, 3.7400057769999999, 
    NA, NA, NA, NA, NA, 7.6096427269999998, 6.3894858719999998, 
    NA, 4.396570766, 4.4654498760000001, 4.4997929489999997, 
    NA, NA, NA, 6.7294239899999999, 4.1809107980000002, 6.7786770499999998, 
    5.1666353479999998, 4.5671159939999999, 3.9798685960000002, 
    7.5583767069999999, NA, 3.5108674600000001, NA, NA, NA, 0, 
    NA, NA, NA, NA, 5.3402333559999997, 4.9490916440000001, 4.5120265430000002, 
    6.1148240170000001, NA, NA, NA, NA, 3.5054122259999998, 4.0398298160000001, 
    5.4368623569999999, NA, 3.5418598879999998, NA, NA, NA, 5.387764969, 
    8.0057983319999995, 7.9379739899999997, 4.2302039100000002, 
    NA, 2.832213764, 8.4578776970000007, 0, 3.8780170620000001, 
    3.8377187589999999, NA, NA, 4.5162948150000002, 4.19282018, 
    7.328397088, 6.2461676519999996, NA, 5.9806788319999997, 
    3.951724273, NA, NA, 4.6455670099999997, 4.496496402, NA, 
    3.5900067400000002, 8.651268795, NA, 5.9204937859999998, 
    4.932218861, 6.923660323, 6.1635622589999999, NA, NA, NA, 
    8.2305540550000007, NA, NA, NA, NA, 4.8737149280000001, 5.9274172739999997, 
    NA, NA, NA, 5.2459871959999997, 4.1950737670000002, 4.3085187280000001, 
    3.9324416270000002, 7.4864907729999999, 7.5467761710000003, 
    6.5387777079999996, 5.0352224400000001, 2.3692389619999998, 
    5.6948467520000001, NA, 3.688651997, 4.3276598030000004, 
    4.100515809, NA, NA, 4.3436517419999996, NA, 7.236429266, 
    7.4790809180000002, NA, NA, NA, 3.8183600439999998, NA, NA, 
    7.1580345310000002, NA, NA, NA, 2.8212521270000002, 6.1715393010000001, 
    7.1739739680000003, 4.8503251440000001, NA, 3.8725544319999998, 
    4.465252402, NA, NA, 3.170642328, 7.4838631949999996, NA, 
    NA, NA, 6.0245590980000001, 5.4335053430000002, 4.3152016440000001, 
    NA, NA, NA, 3.720247638, 5.2729957159999996, NA, 6.9610902689999996, 
    8.7198480410000005, 4.7147212529999996, 4.3640309329999996, 
    4.5341480120000002, 2.4922651999999998, 7.481764847, 4.9222093989999998, 
    NA, 8.6739846109999998, 6.8780257929999999, NA, NA, 6.5725908630000003, 
    7.6079168790000002, 4.491122356, 5.0289852359999996, 3.7400057769999999, 
    NA, NA, NA, NA, NA, 7.6096427269999998, 6.3894858719999998, 
    NA, 4.396570766, 4.4654498760000001, 4.4997929489999997, 
    NA, NA, NA, 6.7294239899999999, 4.1809107980000002, 6.7786770499999998, 
    5.1666353479999998, 4.5671159939999999, 3.9798685960000002, 
    7.5583767069999999, NA, 3.5108674600000001, NA, NA, NA, 0, 
    NA, NA, NA, NA, 5.3402333559999997, 4.9490916440000001, 4.5120265430000002, 
    6.1148240170000001, NA, NA, NA, NA, 3.5054122259999998, 4.0398298160000001, 
    5.4368623569999999, NA, 3.5418598879999998, NA, NA, NA, 5.387764969, 
    8.0057983319999995, 7.9379739899999997, 4.2302039100000002, 
    NA, 2.832213764, 8.4578776970000007, 0, 3.8780170620000001, 
    3.8377187589999999, NA, NA, 4.5162948150000002, 4.19282018, 
    7.328397088, 6.2461676519999996, NA, 5.9806788319999997, 
    3.951724273, NA, NA, 4.6455670099999997, 4.496496402, NA, 
    3.5900067400000002, 8.651268795, NA, 5.9204937859999998, 
    4.932218861, 6.923660323, 6.1635622589999999, NA, NA, NA, 
    8.2305540550000007, NA, NA, NA, NA, 4.8737149280000001, 5.9274172739999997, 
    NA, NA, NA, 5.2459871959999997, 4.1950737670000002, 4.3085187280000001, 
    3.9324416270000002, 7.4864907729999999, 7.5467761710000003, 
    6.5387777079999996, 5.0352224400000001, 2.3692389619999998, 
    5.6948467520000001, NA, 3.688651997, 4.3276598030000004), 
    pf_rol = c(5.2917516469999999, 3.8195660259999999, 3.451813885, 
    5.7447910269999998, 5.0032053530000002, 7.7762787800000002, 
    8.1717488150000008, 4.2708611769999996, 6.4007902730000001, 
    5.9003387219999999, 3.1328924859999998, 6.6992874310000001, 
    5.1289249410000002, 7.7511009450000001, 4.2688720089999999, 
    4.1294799920000003, 5.9255745439999998, 3.0514018510000001, 
    5.4700803950000001, 5.6416839320000003, 4.6516725299999999, 
    6.1633834380000003, 4.8913721959999998, 4.8605748880000004, 
    2.9614698590000001, 2.5667411470000001, 3.02691825, 7.7383239460000004, 
    5.7205814149999998, 2.2388826989999999, 2.9003528649999999, 
    6.5161040540000004, 4.7048180510000002, 4.4229725980000003, 
    2.603961178, 3.5123521740000001, 6.6268774429999997, 4.0337559340000002, 
    5.7005378679999996, 6.3277019360000004, 7.7866922189999999, 
    8.6871008280000002, 4.3520933050000004, 4.2587708629999996, 
    3.626147505, 4.3550999890000002, 7.8010855579999996, 3.3024726719999999, 
    4.7018061189999996, 8.6392483240000004, 6.7712647669999999, 
    4.2410283360000003, 3.9816231790000001, 5.3858162180000004, 
    8.3032095269999999, 5.7472915760000003, 5.7897906629999998, 
    3.98767717, 3.1207410979999999, 2.7997010150000001, 4.6610647470000002, 
    3.5822537329999999, 3.1947228409999999, 7.13781731, 5.4390176649999997, 
    7.5728147210000003, 4.3204398490000004, 4.0770983049999998, 
    4.3757173729999996, 2.4643873049999998, 7.6147216579999997, 
    6.7906779229999996, 6.5038383519999998, 5.4038231010000004, 
    7.6434900790000002, 5.7988076839999998, 4.5379320160000001, 
    3.9538147069999998, 7.438182909, 5.2223984320000003, 3.807027642, 
    3.953482175, 6.6816841629999999, 4.3397240039999998, 4.8884980630000001, 
    3.7860124709999998, 2.1980175050000001, 6.7959008599999997, 
    7.8977511959999998, 4.9944044630000004, 3.6132149770000002, 
    4.9226434650000002, 5.4215240500000004, 3.9302456509999999, 
    6.8806700129999996, 3.9338605599999998, 6.4468202689999998, 
    3.9226352860000002, 4.4514228979999997, 5.2515423950000004, 
    5.1030677960000004, 4.1991708399999998, 3.551132365, 2.9763815359999999, 
    5.7966217020000004, 4.3007314159999996, 8.5245508090000008, 
    7.8685461290000003, 3.7670664220000001, 4.1506438379999997, 
    4.3270100520000003, 8.5564879789999999, 5.8612028140000003, 
    3.5050693399999999, 4.3855387480000001, 3.9704580960000002, 
    4.1080657589999996, 4.7158437810000002, 3.4365849979999998, 
    6.3828630449999997, 7.1656082720000001, 6.5462955599999999, 
    6.3284738660000004, 3.9951942310000002, 5.2820699449999999, 
    5.9140953170000001, 4.6823846610000004, 4.3996865439999997, 
    5.3846954480000004, 3.9250959910000001, 7.6834055990000003, 
    6.2757606829999997, 6.4506226079999998, 5.7281375680000002, 
    7.0118638200000003, 4.5186449169999996, 3.163435126, 4.9303954010000002, 
    4.658352163, 8.5396444589999998, 8.249290426, 1.980355364, 
    6.9839963799999998, 3.2972636729999998, 4.2441310530000003, 
    4.286364947, 3.261570979, 4.0830638270000001, 4.7313688850000002, 
    4.7578036949999998, 3.974523246, 3.3630408919999999, 4.5463735590000001, 
    6.3659511770000003, 7.7165569889999999, 6.9499116580000004, 
    6.6416404059999996, 2.060257402, 4.9120710900000004, 2.623957377, 
    4.1155837269999997, 3.5075989540000001, 5.1647860730000001, 
    3.8950394149999998, 3.5121061610000002, 5.535099829, 4.6799897140000004, 
    7.8939064370000001, 8.5774676289999991, 4.2620493809999997, 
    6.631374697, 5.9723262530000003, 3.0905434089999999, 6.965364492, 
    NA, 8.0757329260000006, 4.0206973100000001, 4.2969363510000003, 
    6.0515899409999996, 3.4995044260000001, 5.8340043670000004, 
    5.1718754489999998, 4.8034561189999998, 5.9450486050000002, 
    5.2095171090000001, 4.4076803399999998, 3.4283783159999999, 
    2.6692792540000001, 3.0916771330000001, 7.7004471209999998, 
    6.1187233069999998, 2.4637624439999999, 3.3642580240000002, 
    6.67672153, 4.6508412359999998, 4.4651145760000004, 2.7367620779999999, 
    3.5518553819999998, 6.6839709300000001, 3.6171431300000001, 
    5.8414969839999999, 6.8588312130000002, 7.6470665389999999, 
    8.7230937310000005, 4.4900785609999998, 4.2058236149999999, 
    3.5103906949999999, 4.5089875680000002, 7.5763795470000002, 
    3.0416320149999998, 4.5367624119999999, 8.6709186290000009, 
    6.9116103200000003, 4.3683881710000003, 4.1743682010000001, 
    5.9522424889999996, 8.300566731, 5.3153163040000004, 5.947156917, 
    3.9208322390000001, 3.3463864409999999, 3.1383320449999998, 
    4.2722320070000004, 3.3558475290000001, 3.2635327740000002, 
    7.7945697630000002, 5.8641543179999998, 7.9253695510000002, 
    4.1973747729999999, 4.093585354, 4.2838338489999996, NA, 
    8.1066777309999996, 7.1105835649999998, 6.562639849, 5.1897867360000003, 
    7.5824536829999998, 5.7174009290000001, 4.5339292230000003, 
    3.6533921249999999, 7.5813035009999998, 5.2878181480000004, 
    3.9796772800000002, 4.024116448, 6.4954429170000001, 4.073774974, 
    4.9533614650000004, 3.6902123370000002, 2.516339442, 6.8146929869999999, 
    8.2303056760000004, 5.1247221249999999, 3.7252654010000001, 
    4.9314398529999997, 5.4318539750000001, 4.0157716160000003, 
    7.0867537020000002, 3.9126623450000002, 6.6050742040000001, 
    3.8144655699999999, 4.4926491840000002, 5.3340115880000001, 
    5.2842490980000001, 3.967915096, 3.8381847969999998, 3.2324202409999998, 
    5.5361700909999998, 4.1655708679999996, 8.4996831850000003, 
    7.823437448, 3.4233023579999999, 4.2565112420000002, 4.2151676589999996, 
    8.6192003869999994, 5.9754907810000004, 3.4980428610000001, 
    4.41777905, 3.7952966419999998, 4.1140679059999998, 4.5754348140000003, 
    3.9271427220000001, 7.0864182580000001, 7.1641140080000003, 
    6.6543007129999996, 6.3237391890000003, 3.8556328340000001, 
    5.346680192, 5.6401489060000003, 4.8508565939999997, 4.5490728200000001, 
    5.5433310660000004, 4.0827209529999999, 8.0440367629999994, 
    6.0096832659999997, 6.9949560079999999, 5.6650229300000001, 
    6.9615439109999997, 4.5264033059999997, NA, 4.8836060699999999, 
    4.8003650870000003, 8.4922481150000007, 8.3938289279999996, 
    2.930968011, 7.1123898939999997, 3.6080392890000001, 4.2448256300000002, 
    4.3466574339999999, 0, 3.9456285310000001, 5.0152945180000001, 
    4.6535244880000004, 4.0705365560000004, 3.2387631209999999, 
    4.5980942410000001, 6.333748881, 7.7730742050000003, 7.1321658829999999, 
    6.9659912869999996, 1.8162996220000001, 5.1651624749999998, 
    3.2408933019999999, 4.2313409960000001, 3.4664061089999998, 
    4.9715200460000002, 4.0043294019999998, 3.4470124520000001, 
    5.2934917390000003, 4.6360126519999998, 7.8802358689999998, 
    8.4671326619999991, 4.1983006730000003, 6.1066988770000004, 
    5.8168312029999996, 3.349293866, 6.7467215290000002, NA, 
    7.4621334910000003, 3.795690284, 4.2853039869999998, 5.6628147640000002, 
    3.7628025589999998, 5.6454377490000001, 5.558930632, 4.6713357020000004, 
    5.8879491829999999, 5.2664518630000003, 4.0950956510000003, 
    3.6965799480000001, 3.0170204169999999, 3.6818564230000002, 
    7.4374338309999999, 6.0096438250000004, 2.4711243060000001, 
    3.416854496, 6.5043994359999999, 4.410824839, 4.5266599430000003, 
    2.935577887, 3.48683334, 6.740902492, 3.9719676659999998, 
    5.840786252, 6.7519714129999997, 7.4426426980000002, 8.5583163580000008, 
    4.6288765270000001, 4.1827124360000001, 3.5088863959999999, 
    4.8372517889999997, 7.5868368329999996, 3.262294448, 4.2985159839999998, 
    8.6136642099999996, 7.0792264899999999, 4.3600552539999997, 
    4.1611798560000004, 5.7358585480000004, 8.1655417999999997, 
    5.8280539449999997, 5.8223240890000003, 4.0876162259999997, 
    3.017789584, 3.0479923250000001, 4.2140152300000002, 3.2972020899999999, 
    3.369363447, 7.7966659170000003, 6.0068652800000004, 7.7682935430000004, 
    4.3830657070000001, 3.9730758509999999, 3.8643192540000002, 
    NA, 7.8901895800000004, 6.823118869, 6.6388213589999996, 
    5.0370430199999996, 7.487440662, 5.7006673450000003, 4.5276703700000001, 
    3.5883956160000001, 7.7369027770000001, 5.2047188090000001, 
    3.8977457680000001, 4.0456426319999998, 6.4549993949999998, 
    4.4567162419999997, 4.7883387590000002, 4.0589183929999999, 
    2.793537793, 6.5183994319999998, 8.0351937020000008, 3.3303870209999999, 
    4.8715306500000004, 5.6429379820000003, 4.3819217000000004, 
    4.1302133039999998, 6.9781401799999996, 3.8721809180000002, 
    6.5347560580000001, 4.1676951390000001, 4.0507458959999996, 
    5.0376421440000003, 5.2288515990000004, 3.7296880579999998, 
    3.840368206, 3.0691287190000001, 5.3399774889999998, 4.2688984980000004, 
    8.2309478309999999, 7.9010968220000004, 3.5460392180000002, 
    4.070125247, 3.9458109929999998, 8.6394035949999992, 6.0171081849999997, 
    3.2279186969999998, 4.6375871450000004, 3.8401413569999998, 
    4.079868426, 4.3414650159999999, 4.0525891070000002, 7.4308472849999996, 
    7.0338226239999999, 6.6402600979999997, 6.4352522820000004, 
    4.180026367, 5.251724426, 5.5410527160000003, 4.7330308649999999, 
    4.5603626300000002, 5.2809776810000004, 4.0130784310000003, 
    8.0083300850000008, 5.8534199019999997, 6.9113955929999999, 
    5.3978889600000004, 6.9100477749999998, 4.1759379550000002, 
    NA, 4.8746055449999997, 4.6990317429999999, 8.4168790799999993, 
    8.2195131000000003, 3.075799714, 6.9629471379999996, 3.6533007529999999, 
    4.4621725750000003, 4.1032143169999999, 3.3416369179999998, 
    3.7886983349999999, 4.9297688649999998, 4.743711266, 3.9205974430000001, 
    3.4825956329999999, 4.5244482399999999, 6.6075063219999999, 
    7.7041537499999997, 6.732359679, 6.6764771769999998, 2.208647649, 
    5.0919334760000003, 3.3334107579999999, 3.9682591359999999, 
    3.3684547550000001, 4.4936507939999997, 4.0458179999999997, 
    7.304392, 5.2396825400000004, 4.626112, 7.680952381, 8.2365079370000007, 
    4.0160590000000003, 6.0991660000000003, 5.6379070000000002, 
    3.0476190480000001, 6.6943400000000004, NA, 7.3603174600000001, 
    4.5665940000000003, 4.2690080000000004, 5.5039920000000002, 
    3.2984126979999999, 5.7301587300000003, 5.6984126980000003, 
    4.7460317459999999, 6.4265109999999996, 5.0984126979999997, 
    4.5126984129999999, 3.599437, 3.4238095240000002, 3.3999999999999999, 
    7.4380952379999998, 5.9354930000000001, 3.0637819999999998, 
    3.0637819999999998, 6.4761904760000002, 4.1539682539999996, 
    4.5079365080000002, 2.7661950000000002, 3.5548000000000002, 
    5.9206139999999996, 3.9634920629999999, 5.3888888890000004, 
    6.8133739999999996, 7.2650793650000001, 8.6238095240000003, 
    4.4746031750000004, 4.0174603170000003, 3.7142857139999998, 
    4.6333333330000004, 7.5492063490000003, 3.8047619049999999, 
    4.0309379999999999, 8.5603174600000003, 6.914285714, 4.5517149999999997, 
    4.4178009999999999, 5.33015873, 7.8380952380000002, 5.3698412700000002, 
    5.7936507940000004, 4.0730158730000001, 3.0786609999999999, 
    2.9596260000000001, 4.4475600000000002, 3.2274539999999998, 
    3.4804029999999999, 7.3873015869999996, 5.7063492059999996, 
    7.7061339999999996, 4.1317460319999997, 4.2428571430000002, 
    3.7698412700000001, NA, 7.7954100000000004, 6.5901839999999998, 
    6.6888888890000002, 4.563492063, 7.2190476190000004, 5.3809523810000002, 
    4.5063492060000003, 3.5476190480000001, 7.5793650789999996, 
    5.7866999999999997, 3.8238095240000001, NA, 6.3521150000000004, 
    4.9095238099999996, 4.7897850000000002, NA, 3.5101619999999998, 
    6.4265109999999996, 7.854927, 5.4936507939999997, 3.5047619050000001, 
    5.19047619, 5.1888888890000002, 4.1946110000000001, 7.2151160000000001, 
    3.9267829999999999, 6.6199430000000001, 3.5126984129999999, 
    3.9460317460000001, 5.1873015870000003, 5.2064060000000003, 
    3.7380952380000001, 4.328525, 3.0873015869999998, 5.5783889999999996, 
    4.4555555560000002, 8.1873015870000003, 7.7380952379999997, 
    3.7619047619999999, 4.1202139999999998, 3.5936507940000002, 
    8.7111111109999992, 6.0842869999999998, 3.244444444, 4.6174603169999999, 
    3.941662, 3.9267829999999999, 4.8015873019999997, 3.7349206349999999, 
    6.8587301590000003, 6.4619047619999996, 6.753857, 6.1952380949999997, 
    4.0476190479999996, 4.834422, 5.5783889999999996, 4.9730158729999996, 
    4.6349206350000003, 5.1617680000000004, 4.1253968250000002, 
    8.085714286, 5.9057339999999998, 6.7619047620000003, 5.0650793649999999, 
    6.8825396830000001, 4.3412698409999999, NA, 5.0724919999999996, 
    4.5368360000000001, 8.4206349209999996, 7.9144449999999997, 
    3.5845579999999999, 6.7687359999999996, 3.4655239999999998, 
    4.5047619049999996, 4.7111111110000001, 3.435765, 3.8523860000000001, 
    4.9385779999999997, 4.8015873019999997, 4.563492063, 3.5873015869999998, 
    4.4555555560000002, 6.7507936510000004, 7.4206349210000004, 
    6.4793650789999999, 6.2698412699999997, 2.4539682539999998, 
    5.0619047620000002, 3.33161, 4.0539682539999999, 3.2793650790000002, 
    4.4936507939999997, 4.0458179999999997, 7.304392, 5.2396825400000004, 
    4.626112, 7.680952381, 8.2365079370000007, 4.0160590000000003, 
    6.0991660000000003, 5.6379070000000002, 3.0476190480000001, 
    6.6943400000000004, NA, 7.3603174600000001, 4.5665940000000003, 
    4.2690080000000004, NA, 3.2984126979999999, 5.7301587300000003, 
    5.6984126980000003, 4.7460317459999999, 6.4265109999999996, 
    5.0984126979999997, 4.5126984129999999, 3.599437, 3.4238095240000002, 
    3.3999999999999999, 7.4380952379999998, 5.9354930000000001, 
    3.0637819999999998, 3.0637819999999998, 6.4761904760000002, 
    4.1539682539999996, 4.5079365080000002, 2.7661950000000002, 
    3.5548000000000002, 5.9206139999999996, 3.9634920629999999, 
    5.3888888890000004, 6.8133739999999996, 7.2650793650000001, 
    8.6238095240000003, 4.4746031750000004, 4.0174603170000003, 
    3.7142857139999998, 4.6333333330000004, 7.5492063490000003, 
    3.8047619049999999, 4.0309379999999999, 8.5603174600000003, 
    6.914285714, 4.5517149999999997, 4.4178009999999999, 5.33015873, 
    7.8380952380000002, 5.3698412700000002, 5.7936507940000004, 
    4.0730158730000001, NA, 2.9596260000000001, 4.4475600000000002, 
    3.2274539999999998, 3.4804029999999999, 7.3873015869999996, 
    5.7063492059999996, 7.7061339999999996, 4.1317460319999997, 
    4.2428571430000002, 3.7698412700000001, NA, 7.7954100000000004, 
    6.5901839999999998, 6.6888888890000002, 4.563492063, 7.2190476190000004, 
    5.3809523810000002, 4.5063492060000003, 3.5476190480000001, 
    7.5793650789999996, 5.7866999999999997, 3.8238095240000001, 
    NA, 6.3521150000000004, 4.9095238099999996, 4.7897850000000002, 
    NA, NA, 6.4265109999999996, 7.854927, 5.4936507939999997, 
    3.5047619050000001, 5.19047619, 5.1888888890000002, 4.1946110000000001, 
    7.2151160000000001, 3.9267829999999999, 6.6199430000000001, 
    3.5126984129999999, 3.9460317460000001, 5.1873015870000003, 
    5.2064060000000003, 3.7380952380000001, 4.328525, 3.0873015869999998, 
    5.5783889999999996, 4.4555555560000002, 8.1873015870000003, 
    7.7380952379999997, 3.7619047619999999, 4.1202139999999998, 
    3.5936507940000002, 8.7111111109999992, 6.0842869999999998, 
    3.244444444, 4.6174603169999999, 3.941662, 3.9267829999999999, 
    4.8015873019999997, 3.7349206349999999, 6.8587301590000003, 
    6.4619047619999996, 6.753857, 6.1952380949999997, 4.0476190479999996, 
    4.834422, 5.5783889999999996, 4.9730158729999996, 4.6349206350000003, 
    NA, 4.1253968250000002, 8.085714286, 5.9057339999999998, 
    6.7619047620000003, 5.0650793649999999, 6.8825396830000001, 
    4.3412698409999999, NA, 5.0724919999999996, 4.5368360000000001, 
    8.4206349209999996, 7.9144449999999997, 3.5845579999999999, 
    6.7687359999999996, 3.4655239999999998, 4.5047619049999996, 
    4.7111111110000001, 3.435765, 3.8523860000000001, 4.9385779999999997, 
    4.8015873019999997, 4.563492063, 3.5873015869999998, 4.4555555560000002, 
    6.7507936510000004, 7.4206349210000004, 6.4793650789999999, 
    6.2698412699999997, 2.4539682539999998, 5.0619047620000002, 
    3.33161, 4.0539682539999999, 3.2793650790000002, 4.9000000000000004, 
    4.4654470000000002, 3.8124410000000002, 5.2999999999999998, 
    4.8599709999999998, 7.7999999999999998, 7.7000000000000002, 
    4.3158000000000003, 6.4244649999999996, 6.0843579999999999, 
    3.5, 6.9142200000000003, NA, 7.5, 5.0096179999999997, 4.5062600000000002, 
    NA, 3.7000000000000002, 6.0999999999999996, 6.2000000000000002, 
    5.5, 6.5877169999999996, 5.2999999999999998, 4.9000000000000004, 
    3.8804620000000001, 3.7999999999999998, 3.3999999999999999, 
    7.7000000000000002, 6.0707529999999998, 3.7308150000000002, 
    3.4587289999999999, 6.7000000000000002, 4.7000000000000002, 
    4.7999999999999998, 3.3090820000000001, 3.9348800000000002, 
    6.1659839999999999, 3.7999999999999998, 5.5999999999999996, 
    7.1182840000000001, 7.2999999999999998, 8.5999999999999996, 
    5.0999999999999996, 4.5999999999999996, 4.2000000000000002, 
    3.8999999999999999, 7.5, 4.5, 4.3430080000000002, 8.6999999999999993, 
    7, 4.8055539999999999, 4.8055539999999999, 6, 7.9000000000000004, 
    5.4000000000000004, 6.0999999999999996, 4.5999999999999996, 
    NA, 3.6627939999999999, 4.8463669999999999, 3.6491889999999998, 
    4.3021960000000004, 7.5, 6.4000000000000004, 7.7984989999999996, 
    4.2999999999999998, 4.5999999999999996, 4.2999999999999998, 
    NA, 7.8937290000000004, 6.6965510000000004, 6.7000000000000002, 
    4.5999999999999996, 7.2999999999999998, 5.2999999999999998, 
    4.5999999999999996, 4.2999999999999998, 7.5, 6.2340049999999998, 
    4, NA, 6.5741120000000004, 5.2999999999999998, 5.0912449999999998, 
    NA, NA, 6.5332999999999997, 7.9753550000000004, 5.5999999999999996, 
    4.9000000000000004, 4.7999999999999998, 5.7999999999999998, 
    4.8735759999999999, 7.5128079999999997, 4.3158000000000003, 
    6.6557380000000004, 4.2000000000000002, 4.2000000000000002, 
    5.2999999999999998, 5.4993730000000003, 4, 4.8463669999999999, 
    3.445125, 5.7986680000000002, 5.0999999999999996, 8.3000000000000007, 
    8.0999999999999996, 4.2999999999999998, 4.723929, 3.7000000000000002, 
    8.6999999999999993, 6.4108609999999997, 3.5, 4.9000000000000004, 
    4.2341740000000003, 4.2477780000000003, 5.4000000000000004, 
    4.2000000000000002, 7.5, 6.5999999999999996, 6.6693429999999996, 
    6.2999999999999998, 4.2999999999999998, 5.0776399999999997, 
    5.7306460000000001, 5, 4.7000000000000002, NA, 4.7999999999999998, 
    8.3000000000000007, 6.2884219999999997, 6.7000000000000002, 
    5.4000000000000004, 7.2999999999999998, 5.2000000000000002, 
    NA, 5.3769340000000003, 4.8327629999999999, 8.5, 7.9209379999999996, 
    4.8327629999999999, 6.8598030000000003, 3.8804620000000001, 
    4.7000000000000002, 5.5999999999999996, 3.8396499999999998, 
    4.2477780000000003, 5.2000789999999997, 5.2000000000000002, 
    4.7999999999999998, 4.0999999999999996, 4.7000000000000002, 
    6.5, 7.7000000000000002, 6.7999999999999998, 6.4000000000000004, 
    3.1000000000000001, 5.5999999999999996, 4.0437139999999996, 
    4.4000000000000004, 3.7000000000000002, 4.9000000000000004, 
    4.4654470000000002, 3.8124410000000002, 5.2999999999999998, 
    4.8599709999999998, 7.7999999999999998, 7.7000000000000002, 
    4.3158000000000003, 6.4244649999999996, 6.0843579999999999, 
    3.5, 6.9142200000000003, NA, 7.5, 5.0096179999999997, 4.5062600000000002, 
    NA, 3.7000000000000002, 6.0999999999999996, 6.2000000000000002, 
    5.5, 6.5877169999999996, 5.2999999999999998, 4.9000000000000004, 
    3.8804620000000001, 3.7999999999999998, 3.3999999999999999, 
    7.7000000000000002, 6.0707529999999998, 3.7308150000000002, 
    3.4587289999999999, 6.7000000000000002, 4.7000000000000002, 
    4.7999999999999998, 3.3090820000000001, 3.9348800000000002, 
    6.1659839999999999, 3.7999999999999998, 5.5999999999999996, 
    7.1182840000000001, 7.2999999999999998, 8.5999999999999996, 
    5.0999999999999996, 4.5999999999999996, 4.2000000000000002, 
    3.8999999999999999, 7.5, 4.5, 4.3430080000000002, 8.6999999999999993, 
    7, 4.8055539999999999, 4.8055539999999999, 6, 7.9000000000000004, 
    5.4000000000000004, 6.0999999999999996, 4.5999999999999996, 
    NA, 3.6627939999999999, 4.8463669999999999, 3.6491889999999998, 
    4.3021960000000004, 7.5, 6.4000000000000004, 7.7984989999999996, 
    4.2999999999999998, 4.5999999999999996, 4.2999999999999998, 
    NA, 7.8937290000000004, 6.6965510000000004, 6.7000000000000002, 
    4.5999999999999996, 7.2999999999999998, 5.2999999999999998, 
    4.5999999999999996, 4.2999999999999998, 7.5, 6.2340049999999998, 
    4, NA, 6.5741120000000004, 5.2999999999999998, 5.0912449999999998, 
    NA, NA, 6.5332999999999997, 7.9753550000000004, 5.5999999999999996, 
    4.9000000000000004, 4.7999999999999998, 5.7999999999999998, 
    4.8735759999999999, 7.5128079999999997, 4.3158000000000003, 
    6.6557380000000004, 4.2000000000000002, 4.2000000000000002, 
    5.2999999999999998, 5.4993730000000003, 4, 4.8463669999999999, 
    3.445125, 5.7986680000000002, 5.0999999999999996, 8.3000000000000007, 
    8.0999999999999996, 4.2999999999999998, 4.723929, 3.7000000000000002, 
    8.6999999999999993, 6.4108609999999997, 3.5, 4.9000000000000004, 
    4.2341740000000003, 4.2477780000000003, 5.4000000000000004, 
    4.2000000000000002, 7.5, 6.5999999999999996, 6.6693429999999996, 
    6.2999999999999998, 4.2999999999999998, 5.0776399999999997, 
    5.7306460000000001, 5, 4.7000000000000002, NA, 4.7999999999999998, 
    8.3000000000000007, 6.2884219999999997, 6.7000000000000002, 
    5.4000000000000004, 7.2999999999999998, 5.2000000000000002, 
    NA, 5.3769340000000003, 4.8327629999999999, 8.5, 7.9209379999999996, 
    4.8327629999999999, 6.8598030000000003, 3.8804620000000001, 
    4.7000000000000002, 5.5999999999999996, 3.8396499999999998, 
    4.2477780000000003, 5.2000789999999997, 5.2000000000000002, 
    4.7999999999999998, 4.0999999999999996, 4.7000000000000002, 
    6.5, 7.7000000000000002, 6.7999999999999998, 6.4000000000000004, 
    3.1000000000000001, 5.5999999999999996, 4.0437139999999996, 
    4.4000000000000004, 3.7000000000000002, 4.9000000000000004, 
    4.4654470000000002, 3.8124410000000002, 5.2999999999999998, 
    4.8599709999999998, 7.7999999999999998, 7.7000000000000002, 
    4.3158000000000003, 6.4244649999999996, 6.0843579999999999, 
    3.5, 6.9142200000000003, NA, 7.5, 5.0096179999999997, 4.5062600000000002, 
    NA, 3.7000000000000002, 6.0999999999999996, 6.2000000000000002, 
    5.5, NA, 5.2999999999999998, 4.9000000000000004, 3.8804620000000001, 
    NA, 3.3999999999999999, 7.7000000000000002, NA, 3.7308150000000002, 
    3.4587289999999999, 6.7000000000000002, 4.7000000000000002, 
    4.7999999999999998, 3.3090820000000001, 3.9348800000000002, 
    6.1659839999999999, 3.7999999999999998, 5.5999999999999996, 
    7.1182840000000001, 7.2999999999999998, 8.5999999999999996, 
    5.0999999999999996, 4.5999999999999996, 4.2000000000000002, 
    3.8999999999999999, 7.5, 4.5, 4.3430080000000002, 8.6999999999999993, 
    7, 4.8055539999999999, NA, 6, 7.9000000000000004, 5.4000000000000004, 
    6.0999999999999996, 4.5999999999999996, NA, 3.6627939999999999, 
    4.8463669999999999, 3.6491889999999998, 4.3021960000000004, 
    7.5, 6.4000000000000004, 7.7984989999999996, 4.2999999999999998, 
    4.5999999999999996, 4.2999999999999998, NA, 7.8937290000000004, 
    6.6965510000000004, 6.7000000000000002, 4.5999999999999996, 
    7.2999999999999998, 5.2999999999999998, 4.5999999999999996, 
    4.2999999999999998, 7.5, 6.2340049999999998, 4, NA, 6.5741120000000004, 
    NA, 5.0912449999999998, NA, NA, 6.5332999999999997, 7.9753550000000004, 
    5.5999999999999996, 4.9000000000000004, 4.7999999999999998, 
    5.7999999999999998, 4.8735759999999999, 7.5128079999999997, 
    4.3158000000000003, 6.6557380000000004, 4.2000000000000002, 
    4.2000000000000002, 5.2999999999999998, 5.4993730000000003, 
    4, 4.8463669999999999, 3.445125, 5.7986680000000002, 5.0999999999999996, 
    8.3000000000000007, 8.0999999999999996, 4.2999999999999998, 
    4.723929, 3.7000000000000002, 8.6999999999999993, 6.4108609999999997, 
    3.5, 4.9000000000000004, 4.2341740000000003, 4.2477780000000003, 
    5.4000000000000004, 4.2000000000000002, 7.5, 6.5999999999999996, 
    NA, 6.2999999999999998, 4.2999999999999998, 5.0776399999999997, 
    NA, 5, 4.7000000000000002, NA, 4.7999999999999998, 8.3000000000000007, 
    6.2884219999999997, 6.7000000000000002, 5.4000000000000004, 
    7.2999999999999998, 5.2000000000000002, NA, NA, NA, 8.5, 
    7.9209379999999996, 4.8327629999999999, 6.8598030000000003, 
    NA, 4.7000000000000002, 5.5999999999999996, NA, 4.2477780000000003, 
    5.2000789999999997, 5.2000000000000002, 4.7999999999999998, 
    4.0999999999999996, 4.7000000000000002, 6.5, 7.7000000000000002, 
    6.7999999999999998, 6.4000000000000004, 3.1000000000000001, 
    5.5999999999999996, NA, 4.4000000000000004, 3.7000000000000002, 
    4.9000000000000004, 4.4654470000000002, 3.8124410000000002, 
    5.2999999999999998, 4.8599709999999998, 7.7999999999999998, 
    7.7000000000000002, 4.3158000000000003, 6.4244649999999996, 
    6.0843579999999999, 3.5, 6.9142200000000003, NA, 7.5, 5.0096179999999997, 
    4.5062600000000002, NA, 3.7000000000000002, 6.0999999999999996, 
    6.2000000000000002, 5.5, NA, 5.2999999999999998, 4.9000000000000004, 
    3.8804620000000001, NA, 3.3999999999999999, 7.7000000000000002, 
    NA, 3.7308150000000002, 3.4587289999999999, 6.7000000000000002, 
    4.7000000000000002, 4.7999999999999998, 3.3090820000000001, 
    3.9348800000000002, 6.1659839999999999, 3.7999999999999998, 
    5.5999999999999996, 7.1182840000000001, 7.2999999999999998, 
    8.5999999999999996, 5.0999999999999996, 4.5999999999999996, 
    4.2000000000000002, 3.8999999999999999, 7.5, 4.5, 4.3430080000000002, 
    8.6999999999999993, 7, 4.8055539999999999, NA, 6, 7.9000000000000004, 
    5.4000000000000004, 6.0999999999999996, 4.5999999999999996, 
    NA, 3.6627939999999999, 4.8463669999999999, 3.6491889999999998, 
    4.3021960000000004, 7.5, 6.4000000000000004, 7.7984989999999996, 
    4.2999999999999998, 4.5999999999999996, 4.2999999999999998, 
    NA, 7.8937290000000004, 6.6965510000000004, 6.7000000000000002, 
    4.5999999999999996, 7.2999999999999998, 5.2999999999999998, 
    4.5999999999999996, 4.2999999999999998, 7.5, 6.2340049999999998, 
    4, NA, 6.5741120000000004, NA, 5.0912449999999998, NA, NA, 
    6.5332999999999997, 7.9753550000000004, 5.5999999999999996, 
    4.9000000000000004, 4.7999999999999998, 5.7999999999999998, 
    4.8735759999999999, 7.5128079999999997, 4.3158000000000003, 
    6.6557380000000004, 4.2000000000000002, 4.2000000000000002, 
    5.2999999999999998, 5.4993730000000003, 4, 4.8463669999999999, 
    3.445125, 5.7986680000000002, 5.0999999999999996, 8.3000000000000007, 
    8.0999999999999996, 4.2999999999999998, 4.723929, 3.7000000000000002, 
    8.6999999999999993, 6.4108609999999997, 3.5, 4.9000000000000004, 
    4.2341740000000003, 4.2477780000000003, 5.4000000000000004, 
    4.2000000000000002, 7.5, 6.5999999999999996, NA, 6.2999999999999998, 
    4.2999999999999998, 5.0776399999999997, NA, 5, 4.7000000000000002, 
    NA, 4.7999999999999998, 8.3000000000000007, 6.2884219999999997, 
    6.7000000000000002, 5.4000000000000004, 7.2999999999999998, 
    5.2000000000000002, NA, NA, NA, 8.5, 7.9209379999999996, 
    4.8327629999999999, 6.8598030000000003, NA, 4.7000000000000002, 
    5.5999999999999996, NA, 4.2477780000000003, 5.2000789999999997, 
    5.2000000000000002, 4.7999999999999998, 4.0999999999999996, 
    4.7000000000000002, 6.5, 7.7000000000000002, 6.7999999999999998, 
    6.4000000000000004, 3.1000000000000001, 5.5999999999999996, 
    NA, 4.4000000000000004, 3.7000000000000002), pf_ss_homicide = c(8.9204294310000005, 
    9.4562535949999997, 8.0602602389999998, 7.6229742199999997, 
    8.8087496919999992, 9.6235375689999998, 9.7379121400000006, 
    9.1434993010000003, 0, 9.7904814210000009, 8.9987648080000007, 
    5.6371364130000003, 8.5661345660000006, 9.2204069119999996, 
    0, 7.5268946080000001, 9.548283477, 7.4799235130000001, 9.4898547119999996, 
    3.9847116379999998, 0, 9.8028177349999996, 9.5455831950000007, 
    9.8520205599999997, 7.5917912010000004, 9.2626163120000005, 
    8.3303595230000003, 9.3263581819999999, 5.4056683679999997, 
    2.0970496160000001, 6.3838798829999996, 8.6148868790000002, 
    9.7537597149999993, 0, 4.581444641, 6.2710194359999996, 5.2380073579999999, 
    5.3477902830000001, 9.5821462089999994, 9.5556529319999992, 
    9.7549411589999995, 9.6077274470000003, 3.9273180390000002, 
    7.6584933270000004, 8.9946848230000001, 0, 8.7227452460000006, 
    6.9753550420000003, 9.0968677109999998, 9.4328922500000001, 
    9.4591252620000006, 6.7828652790000001, 6.3485968819999998, 
    9.6041531839999994, 9.5295228600000002, 9.3264812750000008, 
    9.6998594649999994, 0, 6.4701679590000003, 6.1800576469999999, 
    2.6516895680000001, 5.9841426120000003, 0, 9.8467031669999994, 
    9.1714002650000008, 9.8798209089999993, 8.7105202360000007, 
    9.8019728290000003, 9.0123846249999993, 6.0582171459999996, 
    9.6791681609999998, 9.4544020890000002, 9.7307747350000007, 
    0, 9.8865906760000009, 9.3809489209999999, 8.0777083580000006, 
    8.050625664, 9.7195543260000008, 9.2604317510000005, 8.2058461600000001, 
    7.1960071780000003, 8.6550661099999999, 8.4027592710000008, 
    0, 8.7086168500000003, 8.9984492469999999, 7.9012534250000002, 
    9.7123936759999996, 9.3646194089999995, 6.925294149, 9.3067162480000007, 
    9.1557466919999992, 5.6387296090000003, 9.6258325229999997, 
    6.0233256949999996, 9.2712220149999993, 2.2944159609999999, 
    8.7223395729999993, 7.737631393, 8.2177530260000005, 9.5046449880000008, 
    8.6382776700000008, 9.0938760589999994, 3.1446764790000001, 
    9.1344883249999995, 9.7786548379999996, 9.6058422930000003, 
    7.053150145, 8.2223860470000005, 6.0606600569999998, 9.7942779089999998, 
    9.737435069, 8.2366418939999999, 6.1321637659999997, 6.861761499, 
    6.2826393080000003, 6.933614189, 5.592068705, 9.7319415320000004, 
    9.745626863, 9.8483839629999999, 9.5004794990000008, 5.6735270419999999, 
    8.9922226589999994, 9.4017202569999991, 7.049765915, 9.4422911440000004, 
    4.9052482309999998, 9.3146355029999999, 9.8717768259999996, 
    9.5810160579999994, 9.8073440640000005, 0, 9.7466061929999999, 
    8.9801828359999991, 7.9341837249999996, 6.6611536879999997, 
    3.0830540640000001, 9.5688948529999998, 9.7854570229999993, 
    9.1188854720000005, 9.6729932680000008, 9.3551646769999994, 
    7.2190029769999997, 8.7042251020000005, 8.4205992540000008, 
    6.4000328929999997, 0, 8.7801593659999995, 8.2749064039999993, 
    5.3926185789999996, 7.4645429249999999, 9.6424755579999992, 
    9.5190357330000008, 7.8586699619999996, 6.9222918169999996, 
    0, 9.3926426850000002, 7.3365990620000003, 7.8808226059999997, 
    7.3325767019999999, 9.0969270889999994, 9.4562535949999997, 
    8.0602602389999998, 7.3863233170000004, 8.9715284799999999, 
    9.6033539450000003, 9.7879856299999997, 9.1434993010000003, 
    0, 9.7904814210000009, 8.9987648080000007, 5.6371364130000003, 
    NA, 9.2204069119999996, 0, 7.5268946080000001, 9.3903879420000003, 
    7.4973670600000002, 9.3551965080000006, 3.9847116379999998, 
    0, 9.8028177349999996, 9.2810763119999997, 9.8520205599999997, 
    8.1920274689999992, 9.2626163120000005, 8.3303595230000003, 
    9.3279500540000004, 6.5472788240000002, 2.0970496160000001, 
    6.3838798829999996, 8.7974788270000008, 9.7365837660000008, 
    0, 4.581444641, 6.2710194359999996, 5.3659139260000002, 5.3477902830000001, 
    9.6506151060000001, 9.4831974569999993, 9.6680423419999997, 
    9.6062365799999991, 3.9273180390000002, 7.3860853520000003, 
    8.9946848230000001, 0, 8.7227452460000006, 6.9753550420000003, 
    9.0968677109999998, 9.4016745089999993, 9.3688835479999995, 
    6.7828652790000001, 6.3485968819999998, 9.6041531839999994, 
    9.6661273019999996, 9.3264812750000008, 9.6683841749999999, 
    0, 6.4701679590000003, 6.1800576469999999, 2.2447736800000002, 
    5.9841426120000003, 0, 9.8785486729999992, 9.0964771300000002, 
    9.6366312080000007, 8.6437534070000002, 9.7689823679999996, 
    9.0123846249999993, NA, 9.7531971080000002, 9.4544020890000002, 
    9.6847282000000003, 0, 9.8865403030000003, 9.3056239440000006, 
    8.0777083580000006, 8.0853691229999995, 9.7114263049999998, 
    9.2814137070000005, 7.9268254630000001, 7.1960071780000003, 
    8.6550661099999999, 8.4209120459999998, 0, 8.7086168500000003, 
    8.9984492469999999, 7.6534196290000001, 9.7123936759999996, 
    9.3646194089999995, 6.925294149, 9.3067162480000007, 9.1557466919999992, 
    5.6387296090000003, 9.6258325229999997, 6.0233256949999996, 
    9.3330453779999996, 3.4031794450000001, 8.7223395729999993, 
    7.5276103110000001, 8.9175042740000006, 9.5046449880000008, 
    8.6382776700000008, 9.1206722570000007, 3.1446764790000001, 
    9.1344883249999995, 9.7544056290000007, 9.6058422930000003, 
    6.5537850410000003, 8.2223860470000005, 6.0606600569999998, 
    9.8153787930000007, 9.737435069, 7.9964147629999998, 5.4953695270000003, 
    6.861761499, 6.2826393080000003, 7.135451368, 6.2078862849999998, 
    9.6999887050000009, 9.6160665769999998, 9.8483839629999999, 
    9.4143873849999995, 5.4078173190000003, 8.9922226589999994, 
    9.4017202569999991, 7.049765915, 9.5300114790000006, 7.013078449, 
    9.3146355029999999, 9.8988304439999997, 9.676430023, 9.6144184369999994, 
    0, 9.739642065, 9.0595750519999996, NA, 6.6611536879999997, 
    3.0830540640000001, 9.5411512090000006, 9.7259539299999993, 
    9.1188854720000005, 9.6729932680000008, 9.3551646769999994, 
    7.2190029769999997, 8.6093309409999996, 8.4205992540000008, 
    6.4000328929999997, 0, 8.7801593659999995, 8.2749064039999993, 
    5.3926185789999996, 7.4645429249999999, 9.7378281819999994, 
    9.6030403799999995, 8.0141854030000008, 6.584635757, 0, 9.3926426850000002, 
    7.3365990620000003, 7.8808226059999997, 7.3325767019999999, 
    8.3976855459999999, 9.4099195840000007, 8.0602602389999998, 
    6.9968485290000002, 9.0090220290000005, 9.5859366359999996, 
    9.7915030539999997, 9.0067100730000007, 0, 9.7904814210000009, 
    8.8672897089999996, 6.4712317170000002, NA, 9.2584115689999997, 
    0, 7.5268946080000001, 9.3903879420000003, 6.4325475499999998, 
    9.4391478190000004, 3.9847116379999998, 0, 9.8028177349999996, 
    9.3575315920000008, 9.6861135439999995, 7.7193207700000004, 
    9.2626163120000005, 8.3303595230000003, 9.4146844769999998, 
    5.0611374199999997, 2.0970496160000001, 6.3838798829999996, 
    8.5511358770000001, 9.7098647679999992, 0, 4.581444641, 6.2710194359999996, 
    5.9895535019999997, 5.3477902830000001, 9.6617759630000002, 
    9.6181579769999992, 9.6942971129999993, 9.4844554490000004, 
    3.042371191, 6.7025321839999998, 8.9946848230000001, 0, 8.7560292759999996, 
    6.9753550420000003, 9.0968677109999998, 9.3552779380000004, 
    9.5064700870000003, 6.7828652790000001, 6.3485968819999998, 
    8.9179294579999997, 9.6485443669999995, 9.3264812750000008, 
    9.6200528980000009, 0, 6.4701679590000003, 6.1800576469999999, 
    2.1927499990000001, 5.9841426120000003, 0, 9.8498866439999997, 
    9.4048914050000008, 9.7564383990000003, 8.535976819, 9.7997892190000009, 
    9.0123846249999993, NA, 9.5561574930000006, 9.4056410459999995, 
    9.6811313749999997, 0, 9.8767193679999998, 9.2008451059999992, 
    7.932270301, 7.9967082569999999, 9.7046772919999995, 9.2814137070000005, 
    8.5037836609999999, 7.1960071780000003, 8.7302374599999997, 
    8.2867174739999996, 0, 8.7086168500000003, 8.9984492469999999, 
    7.8526905180000002, 9.7123936759999996, 9.3646194089999995, 
    6.925294149, 9.3067162480000007, 9.1557466919999992, 5.6387296090000003, 
    9.4360504729999999, 6.0233256949999996, 9.3954911590000005, 
    3.5566761339999999, 8.7223395729999993, 7.0860796690000001, 
    8.7254530219999999, 9.586223962, 8.6382776700000008, 9.0524646109999996, 
    3.1446764790000001, 9.2119545919999997, 9.708692267, 9.6058422930000003, 
    6.508145914, 8.2223860470000005, 6.0606600569999998, 9.7743327200000003, 
    9.737435069, 7.137964362, 4.1803069989999999, 6.861761499, 
    6.4716209669999998, 7.3189858609999998, 6.1015860890000004, 
    9.7054296519999994, 9.6485587850000005, 9.8483839629999999, 
    9.4031864239999994, 5.4758363540000001, 8.4910126669999997, 
    9.4017202569999991, 7.049765915, 9.4597461349999996, 3.1370236130000002, 
    9.3319640570000004, 9.8972164379999992, 9.4919785060000006, 
    9.6716316290000002, 0, 9.7222808979999993, 8.9274404749999992, 
    NA, 6.6611536879999997, 3.0830540640000001, 9.6408437449999997, 
    9.8007200569999995, 9.1188854720000005, 9.6729932680000008, 
    9.3551646769999994, 7.0119576639999996, 8.4512569519999996, 
    8.4205992540000008, 6.4000328929999997, 0, 8.7801593659999995, 
    8.2749064039999993, 5.3926185789999996, 7.4645429249999999, 
    9.7310069699999993, 9.6370106750000009, 8.2167878089999995, 
    6.8650809199999996, 0, 9.3926426850000002, 7.3365990620000003, 
    7.8874556729999998, 7.3325767019999999, 8.3007751340000002, 
    9.4991987439999992, 8.0602602389999998, 6.9968485290000002, 
    9.1290851350000004, 9.576687196, 9.7108809709999999, 9.0581007969999998, 
    0, 9.8479562660000006, 8.8848222430000003, 6.60187817, NA, 
    9.2646737049999999, 0, 7.5268946080000001, 8.7450340610000001, 
    6.4154756070000003, 9.4895976389999994, 3.9847116379999998, 
    0, 9.8028177349999996, 9.3999565930000006, 9.714163933, 7.8333753120000003, 
    9.2626163120000005, 8.3303595230000003, 9.4225013719999993, 
    5.8470004189999996, 2.0970496160000001, 6.3838798829999996, 
    8.7264488960000008, 9.6922171759999998, 0, 4.581444641, 6.2710194359999996, 
    6.5068849850000001, 5.3477902830000001, 9.5698729680000003, 
    9.5803814329999994, 9.6602004380000004, 9.6594426529999993, 
    2.3044721209999999, 5.5943049560000002, 8.9946848230000001, 
    0, 8.4261024849999995, 6.9753550420000003, 9.1360838449999999, 
    9.3451808990000007, 9.5137665780000003, 6.7828652790000001, 
    6.3485968819999998, 8.9179294579999997, 9.6643087019999996, 
    9.3264812750000008, 9.4594260380000001, 0, 6.4701679590000003, 
    6.1800576469999999, 1.821454436, 5.9841426120000003, 0, 9.6530775169999998, 
    9.3740916839999997, 9.8776866880000007, 8.5647002630000006, 
    9.7800281630000008, 8.9477678580000006, NA, 9.5557422770000002, 
    9.4056410459999995, 9.6634712070000006, 0, 9.8846569780000006, 
    9.315383057, 7.3964473249999996, 7.8138102009999999, 9.7273229679999993, 
    9.2814137070000005, 8.5502677079999998, NA, 9.0199844769999995, 
    8.2108003220000008, 0, NA, 8.9984492469999999, 7.3576518330000003, 
    9.9265679129999995, 9.5760546000000009, 6.925294149, 9.3067162480000007, 
    9.1557466919999992, 5.6387296090000003, 9.3384461989999998, 
    6.0233256949999996, 8.8847198659999993, 2.4714350610000002, 
    8.3398674449999994, 7.141967867, 9.3621370959999997, 9.4926794619999999, 
    8.6382776700000008, 9.0374783989999994, 3.1446764790000001, 
    9.1338312849999994, 9.7030825790000002, 9.5926975090000006, 
    6.0038662929999997, 8.2223860470000005, 6.0606600569999998, 
    9.6375884579999997, 8.9545952139999994, 6.9320783739999996, 
    3.0909827949999999, 6.861761499, 6.2633820719999997, 7.3656759750000003, 
    6.2823297790000003, 9.6909378840000002, 9.4528705960000003, 
    9.8400336280000005, 9.3302837660000009, 5.6091075019999996, 
    8.7022318989999992, 9.4017202569999991, 7.049765915, 9.3632440470000002, 
    2.2384520019999998, 9.3319640570000004, 9.8731541360000001, 
    9.4765102399999996, 9.7676803710000009, 0, 9.7413140679999994, 
    8.7937974879999992, NA, 6.6611536879999997, 3.0830540640000001, 
    9.6380748199999999, 9.7196494040000001, 9.1188854720000005, 
    9.7120805109999999, 9.3551646769999994, 7.0795824639999996, 
    8.3012211150000006, 8.4205992540000008, 6.4000328929999997, 
    0, 8.7801593659999995, 8.2749064039999993, 5.8917525250000002, 
    7.4645429249999999, 9.7468428360000008, 9.6268628429999996, 
    8.1848068909999991, 6.9483612849999998, 0, 9.3926426850000002, 
    7.3365990620000003, 7.711376005, 7.3325767019999999, 7.8493437930000001, 
    9.4431111859999994, 8.0602602389999998, 6.9968485290000002, 
    9.0978242989999991, 9.5740923529999993, 9.6290012100000002, 
    9.127892889, 0, 9.8769436180000003, 8.9432793030000006, 6.8748335320000002, 
    NA, 9.2601648389999998, 0, 7.3727765139999999, NA, 5.230004793, 
    9.3092483959999992, 3.9847116379999998, 0, 9.5997478409999992, 
    9.2284945950000008, 9.7972387780000005, 7.8540104790000003, 
    9.2626163120000005, 8.3303595230000003, 9.3719324579999999, 
    5.6418452889999999, 2.0970496160000001, 6.1265277620000003, 
    8.9970967799999997, 9.6717274189999998, 0, 4.2887688989999999, 
    6.0530269619999997, 6.5020255159999998, 4.9485415640000001, 
    9.5251977990000007, 9.224711954, 9.6032778689999994, 9.6649235559999997, 
    1.066425733, 5.0115651010000004, 8.9946848230000001, 0, 8.0980184669999993, 
    6.6164235590000002, 9.0842448910000009, 9.3497112500000004, 
    9.5072271750000006, 6.512964523, 6.0735343579999999, 8.9179294579999997, 
    9.6748337670000009, 9.3264812750000008, 9.4164308289999994, 
    0, NA, 5.8104744769999996, 2.617094083, 5.9841426120000003, 
    0, 9.8480242950000001, 9.4974509820000002, 9.8771219499999994, 
    8.4964204379999995, 9.7659946810000005, 8.9477678580000006, 
    NA, 9.5468262119999991, 9.3038151839999994, 9.6450922600000002, 
    0, 9.8663825959999993, 9.1942519639999993, 7.007300732, 7.8239235840000001, 
    9.6708856559999994, 9.2814137070000005, 7.8477355099999997, 
    NA, 8.6449694010000009, 8.4216105920000004, 0, NA, NA, 7.3396952369999999, 
    9.9265679129999995, 9.440704019, 6.3291025909999998, 9.3067162480000007, 
    9.1745072479999994, 5.128029916, 8.8592857699999996, 5.6524828149999999, 
    9.0744958990000004, 1.403670003, 7.7514315600000003, 7.1715135879999998, 
    8.9144074100000008, 9.5404062829999994, 8.6382776700000008, 
    8.8734275890000003, 3.1446764790000001, 9.0712452199999998, 
    9.6545376629999993, 9.6329242750000006, 5.4195158570000004, 
    8.2223860470000005, 5.7129154179999997, 9.78451746, 9.5497372889999994, 
    6.8869921429999996, 3.2466422719999999, 6.861761499, 5.9305363240000002, 
    7.3898309380000002, 6.4966267750000002, 9.6064451549999994, 
    9.5388317380000007, 9.8672714030000002, 9.2504184790000004, 
    5.6091075019999996, 9.0508722289999994, 9.4017202569999991, 
    6.5961201660000004, 9.5042974289999993, NA, 9.3319640570000004, 
    9.9165237140000002, 9.5348038699999993, 9.7282067960000003, 
    0, 9.6892700240000007, 8.6761033469999997, NA, 6.6611536879999997, 
    3.0830540640000001, 9.7149117999999994, 9.7758872070000002, 
    9.1188854720000005, 9.6922269730000004, 9.3551646769999994, 
    6.6652403070000004, 8.0407988750000001, 8.5940765559999992, 
    6.1583685309999998, 0, 8.7801593659999995, 8.2749064039999993, 
    5.5203978889999998, 7.9395507319999998, 9.6899034240000006, 
    9.6096518100000008, 8.1035020099999997, 6.8558430540000002, 
    0, 9.3926426850000002, 7.4050549800000001, 7.5918264139999998, 
    7.3325767019999999, 8.0592204279999997, 9.6958138389999995, 
    8.257535077, 6.9968485290000002, 9.0123734990000006, 9.5587149159999996, 
    9.6453843700000004, 9.127892889, 0, 9.7809537740000003, 8.9692805849999999, 
    6.1511184920000002, NA, 9.2227426230000003, 0, 7.3727765139999999, 
    NA, 5.0944316939999998, 9.4469843709999992, 3.9847116379999998, 
    0.31963329099999999, 9.8984805070000004, 9.3039897020000009, 
    9.7960440510000009, 8.4563512299999992, 9.2626163120000005, 
    8.3723551440000001, 9.2981769799999991, 5.8273219870000004, 
    2.0970496160000001, 6.1265277620000003, 8.5169083810000004, 
    9.6485506870000002, 0, 4.2887688989999999, 6.0530269619999997, 
    5.8786855439999997, 4.9485415640000001, 9.5455990219999993, 
    9.6799530600000008, 9.6745110449999991, 9.6704205880000007, 
    0, 3.8223755060000002, 8.7412913850000002, 0, 8.0428303979999995, 
    6.6164235590000002, 9.0773694880000004, 9.1835586530000004, 
    9.4594558499999994, 6.512964523, 6.0735343579999999, 8.2323725840000002, 
    9.6352582689999995, 9.3264812750000008, 9.3556748980000002, 
    0, NA, 5.8104744769999996, 3.0583366710000002, 6.3962734939999999, 
    0, 9.9037619859999992, 9.4140351120000005, 9.6289631369999995, 
    8.4721416349999998, 9.7611794619999994, 8.9477678580000006, 
    NA, 9.6396843889999992, 9.2019843639999994, 9.6305216490000003, 
    0, 9.8624182319999996, 9.2554399420000006, 6.5880516929999997, 
    7.861681355, 9.6566465560000001, 9.2604317510000005, 6.4115794839999998, 
    NA, 8.6809991719999999, 8.535426975, 0, NA, NA, 7.2596343819999998, 
    9.6922727769999995, 9.4209564540000006, 6.3291025909999998, 
    9.1220670990000006, 9.259650594, 5.128029916, 9.7131704939999999, 
    5.6524828149999999, 8.9128896910000002, 0.85968725700000004, 
    7.017683957, 6.1470438700000001, 8.6570013400000008, 9.4631578859999994, 
    8.6382776700000008, 9.1652330400000004, 4.4394822039999999, 
    9.0061165180000007, 9.6582422589999997, 9.6469282189999994, 
    4.9171978469999997, 8.0521119819999996, 5.7129154179999997, 
    9.1025942910000008, 9.579892675, 6.8171637089999999, 4.0773216980000004, 
    6.861761499, 5.8244508909999997, 7.8266121000000002, 6.3584435179999996, 
    9.5313268220000005, 9.5708368589999999, 9.9180350540000006, 
    9.3396727049999999, 5.6091075019999996, 9.0508722289999994, 
    9.4017202569999991, 6.5961201660000004, 9.3995827769999991, 
    NA, 8.8686708329999995, 9.8763528019999995, 9.3493346479999992, 
    9.6883272720000004, 0, 9.6717057559999997, 8.5587016739999999, 
    NA, 6.6611536879999997, 3.0830540640000001, 9.6577184700000007, 
    9.7679820530000008, 9.1188854720000005, 9.6922269730000004, 
    9.3551646769999994, 6.5113127349999997, 8.0411706600000006, 
    8.5940765559999992, 6.1583685309999998, 0, 8.7801593659999995, 
    8.3320949599999992, 5.722302794, 7.9395507319999998, 9.7647730320000008, 
    9.5981939539999992, 8.1146522700000006, 7.6488824510000004, 
    0, 9.3926426850000002, 7.7321650660000003, 7.5800497389999997, 
    7.3325767019999999, 8.2724173400000005, 9.7186969899999998, 
    8.257535077, 6.9968485290000002, 9.2214953479999995, 9.58227969, 
    9.7241362579999997, 9.0877343780000004, 0, 9.6454077890000001, 
    8.9515547719999997, 5.5646012249999997, NA, 9.3088782899999991, 
    0, 7.3727765139999999, NA, 4.8660256530000003, 9.3981866069999995, 
    3.9847116379999998, 1.204711305, 9.8970828120000007, 9.2004959090000007, 
    9.7616181819999994, 8.4167775949999992, 9.074691412, 7.9990480960000001, 
    9.3491112970000003, 6.8948055669999997, 2.0970496160000001, 
    6.1265277620000003, 8.7265609840000007, 9.6055171999999995, 
    0, 4.2887688989999999, 6.0530269619999997, 5.3622219089999996, 
    4.9485415640000001, 9.4270073169999993, 9.7123872129999995, 
    9.6089703719999999, 9.6975612640000008, 0.0020054589999999998, 
    2.9747453749999999, 9.1254060900000002, 0, 7.8980588569999997, 
    6.6164235590000002, 9.0697133549999993, 9.1128972439999991, 
    9.4948175960000007, 6.512964523, 6.0735343579999999, 8.2323725840000002, 
    9.6078857249999992, 9.3113606240000006, 9.3849382380000002, 
    0, NA, 5.8104744769999996, 2.4988882280000002, 7.2918962799999996, 
    0, 9.8007180129999991, 9.4439878159999999, 9.7502559879999993, 
    8.4903093819999995, 9.8255018950000004, 8.7976261670000007, 
    NA, 9.5418126240000003, 9.2189560969999995, 9.6457380149999992, 
    0, 9.8553113260000007, 9.3539754869999996, 6.6168619309999999, 
    8.1373321189999999, 9.6566465560000001, 9.1994884730000006, 
    2.0919706759999999, NA, 8.6785271999999996, 8.4967055489999996, 
    0, NA, NA, 7.1957258509999997, 9.2124263370000001, 9.1693786609999997, 
    6.3291025909999998, 8.6286101590000008, 9.2316527480000001, 
    5.128029916, 9.6154862899999998, 5.6524828149999999, 8.9422695529999991, 
    1.218127344, 7.385224708, 6.475770925, 9.0389005020000006, 
    9.4433754719999996, 8.5549971189999994, 9.3611917529999999, 
    4.2204245409999999, 8.7965867919999994, 9.6547366389999993, 
    9.6064129069999993, 4.5274458180000003, 8.0521119819999996, 
    5.7129154179999997, 9.7625810550000001, 9.3687242309999998, 
    6.9066637139999996, 4.9495254480000002, 6.861761499, 5.2269586019999998, 
    7.8266121000000002, 6.2029999069999997, 9.5449255780000009, 
    9.5343737760000007, 9.9100959950000007, 9.2094067679999991, 
    4.0259732909999997, 8.8640402569999992, 9.5802407269999996, 
    6.5961201660000004, 9.4241236379999993, NA, 8.9905120519999997, 
    9.8502242300000002, 9.3930752099999992, 9.7066255679999998, 
    0, 9.6571816699999999, 8.4889857109999998, NA, 6.6611536879999997, 
    3.0830540640000001, 9.6123605029999997, 9.7344218970000007, 
    9.1188854720000005, 9.6900755699999994, 9.0525581580000001, 
    6.6263610960000001, 7.8252850430000001, 8.5940765559999992, 
    6.1583685309999998, 0, 8.9248050570000004, 8.3054717359999994, 
    6.273050145, 8.2634711299999992, 9.6759639229999994, 9.52232652, 
    8.0920251879999991, 7.5699491620000003, 0, 9.3959705810000003, 
    8.1378230380000005, 7.6491030740000001, 7.981019453, 8.8523729719999995, 
    9.6875859979999994, 8.257535077, 6.9968485290000002, 8.656781316, 
    9.5160779869999992, 9.7562735079999996, 9.0877343780000004, 
    0.193205131, 9.5611921730000002, 8.8783335379999997, 7.2708011639999999, 
    NA, 9.3038859919999997, 0, 7.3727765139999999, NA, 6.643011993, 
    9.2419715040000003, 4.1612681970000001, 0.86322943200000002, 
    NA, 9.1952822080000001, 9.7965801559999992, 8.2283019110000009, 
    NA, 7.371419414, 9.2778892559999999, NA, 2.0970496160000001, 
    6.1265277620000003, 8.5026241509999991, 9.5660869420000001, 
    0, 4.2887688989999999, 6.0530269619999997, 5.3211297999999996, 
    4.9485415640000001, 9.5484998680000004, 9.3078803289999996, 
    9.6414555570000005, 9.6598176010000003, 0.27412431799999998, 
    2.8529007860000002, 9.5576306280000001, 0, 7.9039249009999999, 
    6.6164235590000002, 8.6384449159999992, 9.1015687730000003, 
    9.4774079520000001, 6.512964523, NA, 8.0409058850000008, 
    9.6032883689999995, 9.2854701829999993, 9.4687092469999996, 
    0, NA, 5.8104744769999996, 3.7239587869999999, 7.5722809699999996, 
    0, 9.730785225, 9.4417077640000002, 9.8734521619999995, 8.4904841589999993, 
    9.7808979059999999, 8.7976261670000007, NA, 9.5096390940000006, 
    9.2955319250000006, 9.6043047149999996, 0, 9.8425719380000007, 
    9.4018574089999998, 5.6228814549999999, 8.1037648640000004, 
    9.6566465560000001, 9.3047029400000003, 6.8618821849999998, 
    NA, 7.9863040710000002, NA, 0, NA, NA, 6.8189569969999999, 
    9.5970008809999996, 9.3233750250000007, 6.3291025909999998, 
    9.1301157859999993, 9.1871150640000003, 5.128029916, 9.6135685730000002, 
    5.6524828149999999, 8.7781586209999993, 3.1421285970000001, 
    7.5976797100000004, 6.7169972969999998, 8.6513650109999993, 
    9.4598294579999997, 8.6005818810000001, 9.2939856859999992, 
    2.737618388, 8.7943653630000007, 9.6295166049999992, 9.3801292570000001, 
    4.338737944, 8.0521119819999996, 5.7129154179999997, 9.7596940659999998, 
    9.4866355270000007, 7.0090316899999996, 3.7195914939999999, 
    6.861761499, 4.6408496179999998, 7.8266121000000002, 6.0581594540000001, 
    9.4854516140000005, 9.5122233089999995, NA, 9.2297975240000003, 
    4.0259732909999997, 8.8640402569999992, NA, 6.5961201660000004, 
    9.320445029, NA, 8.9984564819999999, 9.838888914, 9.422299142, 
    9.7445249740000008, 0, 9.6454089320000005, 7.8102210870000004, 
    NA, NA, NA, 9.6005788600000006, 9.7363373979999999, 9.0857095880000003, 
    9.6854506360000006, NA, 6.6263610960000001, 7.7853489050000002, 
    NA, 6.1583685309999998, 0, 9.0305872530000002, 7.9298894430000004, 
    6.0539358500000002, 8.0519208320000004, 9.6759639229999994, 
    9.5497636119999996, 7.9875610259999998, 7.3117280329999996, 
    0, 9.4367638809999992, NA, 7.5862816970000004, 7.981019453, 
    8.7565394489999999, 9.6236451259999996, 8.257535077, 6.9968485290000002, 
    8.6658505889999997, 9.5108350280000007, 9.7217709330000002, 
    9.1294400259999993, 1.625463181, 9.7846741850000001, 8.8981613310000007, 
    6.6825208509999996, NA, 9.2466954559999994, 0, 7.3727765139999999, 
    NA, 6.5499478900000003, 9.2985437609999995, 4.2250909520000004, 
    0.48912200700000003, NA, 9.0839285249999993, 9.7059169109999992, 
    8.3390694700000001, NA, 8.3582806969999996, 9.2647707730000004, 
    NA, 2.0970496160000001, 6.1265277620000003, 8.5883998399999992, 
    9.5593325720000006, 0, 4.2887688989999999, 6.0530269619999997, 
    5.3764616749999998, 4.9485415640000001, 9.3474906420000003, 
    9.6671483770000002, 9.5625393209999991, 9.6071152160000004, 
    0.062802755000000002, 2.7821732140000002, 9.5221970890000005, 
    0, 7.4322839539999999, 6.6164235590000002, 9.1936822629999995, 
    8.999981579, 9.3447732440000006, 6.512964523, NA, 7.5763239100000002, 
    9.644032245, 9.2617594850000007, 9.4956061250000001, 0, NA, 
    5.8104744769999996, 1.5317145329999999, 7.9474559009999997, 
    0, 9.7925168609999993, 9.2753623909999998, 9.8734521619999995, 
    8.4630457710000009, 9.7676144639999993, 8.7976261670000007, 
    NA, 9.5545249240000008, 9.233523215, 9.5865711939999994, 
    0, 9.7965002210000005, 9.2603803310000004, 5.4828320120000003, 
    8.7583865460000005, 9.6566465560000001, 9.4269211340000005, 
    6.7390647499999998, NA, 8.1766956850000003, NA, 0, NA, NA, 
    6.2919492679999998, 9.3403489969999995, 9.3228137279999999, 
    6.3291025909999998, 7.8137840079999998, 9.1191789599999993, 
    5.128029916, 9.4176566499999996, 5.6524828149999999, 8.4507295689999999, 
    5.0709917000000004, 7.7039674659999999, 6.7733724080000002, 
    8.4546164309999998, 9.4607058199999994, 8.2579585249999994, 
    9.3605465120000009, 3.2775502940000001, 8.6523572289999997, 
    9.6378721509999998, 9.5231778790000003, 4.7376944449999998, 
    8.0521119819999996, 5.7129154179999997, 9.7149688909999998, 
    9.3185971510000005, 7.0523928610000004, 4.3917812859999996, 
    6.861761499, 4.4899362790000001, 7.8266121000000002, 7.4347634339999997, 
    9.5199042610000006, 9.5343640720000007, NA, 9.0970691059999993, 
    3.3638604230000002, 9.4066852359999995, NA, 6.5961201660000004, 
    9.3845850869999996, NA, 8.8062358609999993, 9.7773704939999995, 
    9.3628279770000002, 9.8024240589999998, 0, 9.6460700760000009, 
    5.985126116, NA, NA, NA, 9.6449021259999999, 9.7175035209999994, 
    8.9589402800000002, 9.6667906170000002, NA, 6.6263610960000001, 
    7.6112677949999998, NA, 6.1583685309999998, 0, 8.9238360330000006, 
    8.150483521, 6.471691292, 7.8643077630000002, 9.6759639229999994, 
    9.5089907290000006, 7.8264457260000002, 7.3618429379999997, 
    0, 9.4962390980000002, NA, 7.8780841639999997, 7.981019453
    ), pf_ss_disappearances_disap = c(10, 10, 5, 10, 10, 10, 
    10, 10, 10, 10, 5, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 5, 10, 0, 10, 10, 5, 5, 10, 0, 0, 0, 0, 10, 5, 
    10, 10, 10, 10, 10, 10, 0, 10, 10, 5, 10, 10, 10, 10, 5, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 0, 10, 
    0, 0, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 5, 10, 10, 10, 
    10, 10, 5, 10, 10, 10, 10, 10, 10, 5, 10, 5, 10, 0, 10, 5, 
    10, 10, 10, 5, 10, 10, 10, 10, 10, 10, 0, 10, 10, 0, 10, 
    10, 10, 10, 5, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 5, 5, 10, 10, 10, 10, 0, 10, 5, 10, 10, 
    10, 10, 10, 10, 10, 5, 0, 5, 10, 10, 10, 10, 5, 0, 10, 5, 
    10, 10, 5, 10, 10, 10, 10, 10, 10, 10, 5, 10, NA, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 0, 10, 10, 5, 
    5, 10, 0, 0, 0, 0, 10, 5, 10, 10, 10, 10, 10, 10, 0, 10, 
    10, 5, 10, 10, 10, 10, 5, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, NA, 10, 10, 0, 10, 0, NA, 10, 10, 10, 10, 10, 10, 
    10, 0, 10, 10, 5, 10, 10, 10, 10, 10, 5, 10, 10, 10, 10, 
    10, 10, 5, 10, 5, 10, 0, 10, 5, 10, 10, 10, 5, 10, 10, 10, 
    10, 10, 10, 0, 10, 10, 0, 10, 10, 10, 10, 5, 10, 10, 10, 
    10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, NA, 
    10, 10, 10, 10, 0, 10, 5, 10, 10, 10, 10, 10, 10, 10, 5, 
    0, 5, 10, 10, 10, 10, 5, 0, 10, 5, 10, 10, 5, 10, 10, 10, 
    10, 10, 10, 10, 5, 10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 5, 10, 0, 10, 10, 5, 5, 10, 0, 0, 0, 0, 10, 5, 
    10, 10, 10, 10, 10, 10, 0, 10, 10, 5, 10, 10, 10, 10, 5, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 0, 10, 
    0, NA, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 5, 10, 10, 
    10, 10, 10, 5, 10, 10, 10, 10, 10, 10, 5, 10, 5, 10, 0, 10, 
    5, 10, 10, 10, 5, 10, 10, 10, 10, 10, 10, 0, 10, 10, 0, 10, 
    10, 10, 10, 5, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 5, NA, 10, 10, 10, 10, 0, 10, 5, 10, 
    10, 10, 10, 10, 10, 10, 5, 0, 5, 10, 10, 10, 10, 5, 0, 10, 
    5, 10, 5, 5, 10, 10, 10, 10, 10, 10, 0, 5, 10, NA, 10, 10, 
    10, 10, 10, 10, 10, 5, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    5, 10, 0, 0, 0, 10, 10, 5, 10, 10, 10, 10, 10, 10, 0, 10, 
    10, 5, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    5, 5, NA, 10, 10, 0, 10, 0, NA, 10, 10, 10, 10, 10, 5, 0, 
    10, 10, 10, 0, NA, 10, 5, 10, NA, 0, 10, 10, 10, 10, 10, 
    10, 10, 10, 5, 10, 0, 10, 10, 10, 5, 10, 5, 10, 10, 10, 10, 
    10, 10, 0, 10, 5, 0, 10, 10, 10, 10, 5, 10, 10, 5, 10, 0, 
    0, 0, 10, 10, 10, 10, 10, 10, 10, 5, 0, 0, NA, 10, 5, 10, 
    10, 0, 10, 10, 5, 5, 10, 10, 10, 10, 10, 5, 10, 10, 10, 10, 
    10, 10, 10, 0, 10, 5, 10, 5, 5, 10, 10, 10, 10, 10, 10, 0, 
    5, 10, NA, 10, 10, 10, NA, 10, 10, 10, 5, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 5, 10, 0, 0, 0, 10, 10, 5, 10, 10, 10, 
    10, 10, 10, 0, 10, 10, 5, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, NA, 10, 10, 5, 5, NA, 10, 10, 0, 10, 0, NA, 10, 10, 
    10, 10, 10, 5, 0, 10, 10, 10, 0, NA, 10, 5, 10, NA, NA, 10, 
    10, 10, 10, 10, 10, 10, 10, 5, 10, 0, 10, 10, 10, 5, 10, 
    5, 10, 10, 10, 10, 10, 10, 0, 10, 5, 0, 10, 10, 10, 10, 5, 
    10, 10, 5, 10, 0, 0, 0, 10, 10, NA, 10, 10, 10, 10, 5, 0, 
    0, NA, 10, 5, 10, 10, 0, 10, 10, 5, 5, 10, 10, 10, 10, 10, 
    5, 10, 10, 10, 10, 10, 10, 10, 0, 10, 5, 10, 5, 5, 10, 10, 
    10, 10, 10, 10, 0, 5, 10, NA, 10, 10, 10, NA, 10, 10, 10, 
    5, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 0, 0, 0, 10, 
    10, 5, 10, 10, 10, 10, 10, 10, 0, 10, 10, 5, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 5, 5, NA, 10, 10, 
    0, 10, 0, NA, 10, 10, 10, 10, 10, 5, 0, 10, 10, 10, 0, NA, 
    10, 5, 10, NA, NA, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 
    0, 10, 10, 10, 5, 10, 5, 10, 10, 10, 10, 10, 10, 0, 10, 5, 
    0, 10, 10, 10, 10, 5, 10, 10, 5, 10, 0, 0, 0, 10, 10, NA, 
    10, 10, 10, 10, 5, 0, 0, NA, 10, 5, 10, 10, 0, 10, 10, 5, 
    5, 10, 10, 10, 10, 10, 5, 10, 10, 10, 10, 10, 10, 10, 0, 
    10, 5, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, NA, 
    10, 10, 5, NA, 10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 10, 
    10, 5, 10, 10, 0, 0, 5, 10, 10, 5, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 5, 10, 10, 10, 10, 5, 5, 10, 10, 10, 10, NA, 
    10, 10, 10, 5, NA, 10, 10, 0, 10, 0, NA, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, NA, NA, 10, 10, 
    10, 5, 10, 10, 10, 10, 10, 10, 5, 10, 10, 10, 10, 10, 0, 
    10, 10, 10, 10, 10, 10, 0, 10, 10, 0, 5, 10, 10, 10, 5, 10, 
    10, 10, 10, 0, 5, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 
    5, NA, 10, 10, 10, 10, 5, 10, 10, 10, 5, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 5, 10, 5, 10, 0, 10, 10, 5, 10, 
    10, 10, 10, 10, 10, 10, 5, 10, NA, 10, 10, 10, NA, 10, 10, 
    10, 10, NA, 10, 10, 10, NA, 10, 10, NA, 5, 5, 10, 0, 0, 5, 
    10, 10, 5, 10, 10, 10, 10, 10, 10, 5, 10, 10, 10, 10, 10, 
    10, 10, NA, 10, 10, 10, 10, 10, NA, 10, 10, 10, 5, NA, 10, 
    10, 0, 10, 0, NA, 10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 
    10, NA, 10, NA, 10, NA, NA, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 5, 5, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 
    5, 10, 10, 0, 10, 10, 10, 10, 5, 10, 10, NA, 10, 0, 10, NA, 
    10, 10, NA, 10, 10, 10, 10, 10, 0, 0, NA, NA, NA, 10, 10, 
    5, 10, NA, 10, 5, NA, 10, 10, 10, 10, 5, 10, 10, 10, 10, 
    10, 10, 10, NA, 10, 0, 10, 10, 5, 10, 10, 10, 10, 10, 10, 
    10, 5, 10, NA, 10, 10, 10, NA, 10, 10, 10, 10, NA, 10, 10, 
    5, NA, 10, 10, NA, 10, 5, 10, 5, 0, 5, 10, 10, 5, 10, 10, 
    10, 10, 10, 10, 5, 10, 10, 5, 10, 10, 10, 10, NA, 10, 10, 
    10, 10, 10, NA, 10, 10, 10, 5, NA, 10, 10, 0, 10, 0, NA, 
    10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 10, NA, 10, NA, 10, 
    NA, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 
    10, 10, 10, 0, 10, 10, 10, 10, 10, 5, 10, 10, 10, 0, 10, 
    10, 10, 5, 5, 10, 10, NA, 10, 5, 10, NA, 10, 10, NA, 10, 
    10, 10, 10, 10, 10, 0, NA, NA, NA, 10, 10, 5, 10, NA, 10, 
    5, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, NA, 
    10, 0), pf_ss_disappearances_violent = c(10, 9.2940297009999995, 
    10, 10, 10, 10, 10, 5.1833464310000004, 10, 10, 9.9161304950000009, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    6.8571153779999996, 10, 10, 10, 10, 10, 10, 9.7944645989999994, 
    9.3056980229999997, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9.0664169220000002, 
    10, 10, 9.8372446629999999, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9.8341100899999994, 
    10, 9.8754319830000004, 0, 10, 10, 10, 10, 10, 8.8014413440000006, 
    10, 9.6629631610000004, 10, 10, 10, 10, 10, 10, 10, 10, 0, 
    10, 10, 10, 10, 10, 10, 8.2217121500000001, 10, 10, 10, 10, 
    10, 10, 10, 10, 9.6993817490000005, 9.2688568849999999, 10, 
    10, 10, 10, 10, 5.5819962869999999, 5.6449187170000004, 10, 
    10, 8.8336993830000008, 10, 10, 10, 10, 8.2255813070000006, 
    10, 10, 10, 10, 9.8406566560000002, 6.391863131, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 0, 
    10, 10, 10, 9.7579753680000003, 10, 10, 10, 7.8953364869999998, 
    0, 8.9394514770000004, 8.1113060659999991, 10, 10, 9.8793046140000005, 
    10, 10, 10, 0, 10, 10, 10, 9.0803796969999997, 10, 10, 10, 
    10, 10, 7.5127835149999997, 10, 10, 10, 10, NA, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 5.6532836829999997, 10, 0, 
    10, 10, 10, 3.5281609110000001, 10, 10, 9.0738570719999991, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7.3341344289999997, 
    10, 10, 9.8331214530000004, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9.8739547779999999, 
    10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 9.7036175109999991, 
    10, 10, 10, 10, 10, 5.6706102280000001, 10, 10, 0, 10, 10, 
    10, 10, 10, 10, 6.8513682669999998, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 5.9926470030000001, 10, 10, 10, 10, 10, 7.1352414800000004, 
    1.496567851, 10, 10, 6.4040650790000004, 10, 10, 10, 10, 
    8.1255063730000003, 10, 10, 10, 10, 9.8033730129999999, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 
    10, 0, 10, 10, 10, 9.7426844710000005, 10, 10, 10, 10, 6.0394254500000004, 
    8.3642575830000006, 0.373690315, 10, 10, 9.9324808509999993, 
    10, 10, 10, 0, 10, 10, 10, 9.0881195189999993, 10, 10, 10, 
    10, 10, 8.3919028529999995, 10, 10, 10, 10, NA, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 8.3487990209999996, 10, 10, 
    10, 10, 10, 10, 10, 10, 9.2048863670000003, 9.3760415699999999, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 9.3319723430000003, 10, 
    10, 9.9144129670000005, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 9.8776270850000003, 10, 
    10, NA, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    2.5043889479999999, 10, 10, 0, 10, 10, 10, 10, 10, 10, 6.2466990109999996, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 8.8380494209999991, 10, 
    10, 10, 10, 10, 10, 0.97059503199999997, 10, 10, 4.5440379679999996, 
    10, 10, 10, 10, 8.4349335980000006, 10, 10, 10, 10, 9.6129412050000003, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 
    10, 10, 0, 10, 10, 10, 9.6686972210000004, 10, 10, 10, 10, 
    10, 2.5836918780000002, 0, 10, 10, 9.892224508, 10, 10, 10, 
    0, 10, 10, 10, 8.7219134609999998, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 9.0142854190000001, 
    3.1151526610000002, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 9.729504876, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 9.9024946410000005, 10, 
    10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 
    10, 10, NA, 10, 10, 10, 10, 10, 10, 9.2145437060000006, 0, 
    10, 10, 10, 10, 10, 10, 10, 10, 9.6595341850000001, 8.1988354529999992, 
    10, 10, 10, 10, 10, 10, 6.8398870829999998, 10, 10, 6.7457768500000004, 
    10, 10, 10, 10, 8.2602402730000009, 10, 10, 10, 10, 9.2543913090000007, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 
    10, 10, 0, 10, 10, 10, 9.075474518, 10, 10, 10, 10, 9.8680518290000006, 
    9.1123827940000002, 10, 10, 10, 9.9599415869999994, 10, 10, 
    10, 2.4148593370000002, 10, 10, 10, 7.7284331340000003, 10, 
    10, 10, 10, 10, 9.1035362549999999, 10, 10, 10, 10, NA, 10, 
    10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    6.6595522550000004, 10, 10, 10, 8.499762788, 6.6028151519999998, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9.8197110290000005, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 
    10, 10, 10, 9.8920615789999999, 10, 10, NA, 10, 7.3031624629999996, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, NA, NA, 
    10, 10, 10, 10, 10, 10, 5.4602258519999998, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 5.4105511120000003, 10, 10, 10, 10, 10, 
    10, 8.3841140339999995, 10, 10, 4.7708093030000001, 10, 10, 
    10, 10, 8.9848586539999999, 10, 10, 10, 10, 8.7988967389999999, 
    7.4356248369999998, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 
    10, NA, 10, 10, 10, 10, 0, 10, 10, 10, 9.3563663669999997, 
    10, 10, 10, 10, 6.3747644430000001, 10, 10, 10, 10, 9.7611452639999996, 
    10, 10, 10, 0, 10, 10, 10, 7.5828063989999999, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, NA, 10, 10, 10, 
    10, 10, 10, 10, 10, 9.4038564709999992, 10, 10, 10, 6.7233768219999996, 
    10, 10, 10, 8.5490583969999996, 9.795144209, 10, 10, 9.4416610179999996, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 9.8149109709999998, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 10, 
    10, 10, 9.9110032120000007, 10, 8.9932652359999992, NA, 10, 
    7.5962982989999999, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 
    10, 10, 10, NA, NA, 10, 10, 10, 10, 10, 10, 10, 10, 7.6687920109999999, 
    10, 10, 10, 10, 10, 10, 10, 5.2986663319999998, 10, 10, 10, 
    10, 10, 10, 9.3369232639999993, 10, 10, 4.9478789030000003, 
    10, 10, 10, 10, 8.7755122889999999, 10, 10, 10, 10, 9.1629411019999996, 
    6.323088094, 10, 9.3734764510000002, 10, NA, 10, 10, 10, 
    10, 10, 10, 10, NA, 10, 10, 10, 10, 0, 10, 8.8058605120000006, 
    10, 9.2990783029999999, 10, 10, 10, 10, 7.2619330849999999, 
    8.7082182699999997, 10, 10, 10, 9.7828853959999993, 10, 10, 
    10, 0, 10, 10, 10, 7.8219320750000003, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, NA, 10, 10, 10, NA, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 8.0517887009999995, 8.8222628000000007, 
    10, 10, 6.9583524629999998, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 9.4260912090000009, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 9.7213603729999996, 
    10, 9.6692035670000003, NA, 10, 8.8194553750000004, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, NA, NA, 10, 10, 
    10, 10, 10, 10, 10, 10, 7.3219139750000002, 10, 10, 10, 10, 
    10, 10, 10, 8.9565866130000007, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 0, 10, 10, 10, 9.6822548580000003, 8.8192611450000005, 
    10, 10, 10, 10, 9.0246141350000002, 3.2336876729999999, 10, 
    10, 10, NA, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 
    10, 10, 5.7251703279999999, 10, 9.628024946, 10, 10, 10, 
    10, 8.4975625160000003, 8.8205854890000008, 10, 10, 10, 9.6627317189999999, 
    10, 10, 10, 7.5289583840000001, 10, 10, 10, 5.2536380630000004, 
    9.6304434259999994, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 
    10, 10, 10, NA, 10, 10, 10, 10, NA, 10, 10, 10, NA, 10, 10, 
    NA, 8.0321948069999998, 6.2038182170000002, 10, 10, 7.2329979340000001, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7.9902341689999998, 
    10, 10, 10, 10, NA, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 
    10, 10, 10, 9.6939176410000005, 10, 9.3983607229999997, NA, 
    10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, NA, 10, 
    NA, NA, 10, 10, 10, 10, 10, 10, 7.124586925, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 8.7282639389999996, 10, 10, 10, 10, 
    10, 10, 9.1256600189999997, 10, 10, 0, 10, 10, 10, 9.4253172200000002, 
    6.7686276339999996, 10, 10, NA, 10, 8.3751833569999992, 0, 
    NA, 10, 10, NA, 10, 10, 10, 10, 10, 10, 0, NA, NA, NA, 10, 
    10, 10, 10, NA, 10, 9.3122201570000005, NA, 10, 10, 10, 9.3785556519999993, 
    7.5792265499999996, 10, 10, 10, 9.5110367619999998, 10, 10, 
    10, NA, 10, 10, 10, 6.7585289059999996, 10, 10, 10, 10, 10, 
    8.8588903850000005, 10, 10, 10, 10, NA, 10, 10, 10, NA, 10, 
    10, 10, 10, NA, 10, 10, 1.841470269, NA, 10, 10, NA, 10, 
    0, 10, 10, 8.1886294750000008, 5.9364142470000001, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9.7996431049999995, 
    10, 10, 10, 10, NA, 0, 10, 10, 10, 10, NA, 10, 10, 10, 10, 
    10, 10, 10, 9.7003987859999992, 10, 9.4463170670000007, NA, 
    10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, NA, 10, 
    NA, NA, 10, 10, 10, 10, 10, 10, 7.3594028180000004, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 9.5688472059999992, 10, 10, 10, 
    10, 10, 8.9712288840000003, 10, 10, 10, 3.4919943560000002, 
    10, 10, 10, 9.5344828350000004, 8.2332777939999993, 10, 10, 
    NA, 10, 9.0565752439999994, 10, NA, 10, 10, NA, 10, 10, 10, 
    10, 10, 10, 0, NA, NA, NA, 10, 10, 10, 10, NA, 10, 9.3488190180000004, 
    NA, 10, 10, 10, 7.5724031470000002, 9.4420564460000005, 10, 
    10, 10, 9.6821158010000001, 10, 10, 10, NA, 10, 10), pf_ss_disappearances_organized = c(10, 
    5, 7.5, 7.5, 7.5, 10, 10, 7.5, NA, 2.5, 5, NA, 5, 10, NA, 
    7.5, 7.5, 7.5, 5, 10, 10, NA, 10, 7.5, 2.5, 7.5, 2.5, 10, 
    NA, 0, 2.5, 10, 5, 2.5, 2.5, 5, 10, 5, 10, 7.5, 10, 10, 7.5, 
    7.5, 2.5, 7.5, 10, 2.5, NA, 10, 10, 5, 5, 5, 10, 7.5, 5, 
    5, 7.5, 5, 7.5, 5, 7.5, NA, 7.5, 10, 5, 7.5, 2.5, 0, 7.5, 
    5, 10, 7.5, 10, 7.5, 5, 5, 7.5, 7.5, 2.5, 7.5, 10, 2.5, 7.5, 
    7.5, 0, 10, NA, 5, 7.5, 7.5, 10, 2.5, NA, 5, 10, 7.5, 5, 
    10, 7.5, 5, 5, 5, 7.5, 7.5, 10, 10, 7.5, 2.5, 2.5, 10, 7.5, 
    2.5, 10, 7.5, 5, 7.5, 2.5, 7.5, 10, 10, 10, 5, 5, 2.5, 5, 
    7.5, NA, 7.5, 10, 7.5, 7.5, 5, 10, 5, 2.5, NA, 7.5, 10, 10, 
    0, 7.5, 2.5, 7.5, 5, 7.5, 7.5, 7.5, 5, 2.5, 7.5, 0, 7.5, 
    10, 7.5, 10, 5, 10, 0, 7.5, 5, 10, 5, 7.5, 7.5, 7.5, 10, 
    10, 7.5, NA, 2.5, 5, NA, NA, 10, NA, 7.5, 7.5, 7.5, 7.5, 
    10, 10, NA, 10, 7.5, 0, 7.5, 2.5, 10, NA, 0, 2.5, 10, 5, 
    2.5, 2.5, 5, 10, 5, 10, 7.5, 10, 10, 7.5, 5, 2.5, 7.5, 10, 
    5, NA, 10, 10, 5, 5, 5, 10, 7.5, 5, 5, 7.5, 5, 7.5, 5, 7.5, 
    NA, 7.5, 10, 5, 7.5, 2.5, NA, 7.5, 5, 10, 7.5, 10, 7.5, 5, 
    5, 7.5, 7.5, 2.5, 5, 10, 2.5, 7.5, 7.5, 0, 10, NA, 5, 7.5, 
    7.5, 10, 2.5, NA, 5, 10, 7.5, 5, 10, 7.5, 5, 5, 5, 7.5, 7.5, 
    10, 10, 7.5, 2.5, 2.5, 10, 7.5, 2.5, 10, 7.5, 5, 7.5, 2.5, 
    10, 10, 10, 10, 5, 5, 2.5, 5, 7.5, NA, 7.5, 10, 7.5, 7.5, 
    5, 10, 5, NA, NA, 7.5, 10, 10, 0, 7.5, 2.5, 7.5, 5, 7.5, 
    7.5, 7.5, 5, 2.5, 7.5, 0, 7.5, 10, 10, 10, 5, 10, 0, 7.5, 
    5, 10, 5, 7.5, 7.5, 7.5, 10, 10, 7.5, NA, 2.5, 5, NA, NA, 
    10, NA, 7.5, 7.5, 7.5, 7.5, 10, 10, NA, 10, 7.5, 2.5, 7.5, 
    2.5, 10, NA, 0, 2.5, 10, 2.5, 2.5, 2.5, 5, 10, 5, 10, 7.5, 
    7.5, 10, 7.5, 5, 7.5, 7.5, 10, 5, NA, 10, 7.5, 5, 5, 5, 10, 
    7.5, 5, 5, 7.5, 5, 7.5, 5, 7.5, NA, 7.5, 10, 5, 7.5, 2.5, 
    NA, 7.5, 2.5, 10, 5, 10, 7.5, 5, 5, 7.5, 7.5, 2.5, 7.5, 10, 
    2.5, 5, 7.5, 0, 10, NA, 7.5, 7.5, 7.5, 10, 2.5, NA, 5, 10, 
    7.5, 5, 10, 7.5, 5, 5, 2.5, 7.5, 7.5, 7.5, 10, 7.5, 2.5, 
    2.5, 10, 7.5, 2.5, 10, 7.5, 5, 7.5, 2.5, 10, 10, 10, 10, 
    5, 5, 5, 5, 7.5, NA, 7.5, 10, 7.5, 7.5, 2.5, 10, 5, NA, NA, 
    7.5, 10, 10, 0, 7.5, 2.5, 7.5, 5, 7.5, 7.5, 7.5, 5, 5, 5, 
    0, 10, 10, 10, 10, 5, 10, 0, 7.5, 5, 10, 5, 7.5, 7.5, 7.5, 
    10, 10, 7.5, NA, 2.5, 5, NA, NA, 10, NA, 2.5, 7.5, 7.5, 7.5, 
    10, 10, NA, 10, 7.5, 2.5, 5, 5, 10, NA, 0, 2.5, 10, 5, 2.5, 
    0, 5, 10, 2.5, 10, 7.5, 7.5, 10, 7.5, 5, 2.5, 7.5, 10, 5, 
    NA, 10, 7.5, 7.5, 7.5, 5, 10, 7.5, 5, 5, 7.5, 2.5, 7.5, 5, 
    5, NA, 7.5, 10, 5, 7.5, 2.5, NA, 7.5, 5, 10, 5, 10, 10, 5, 
    5, 7.5, 7.5, 2.5, NA, 10, 2.5, 7.5, NA, 2.5, 10, NA, 7.5, 
    7.5, 7.5, 10, 2.5, NA, 5, 10, 7.5, 5, 10, 7.5, 5, 2.5, 2.5, 
    7.5, 7.5, 7.5, 10, 7.5, 5, 2.5, 10, 7.5, 2.5, 10, 7.5, 5, 
    7.5, 2.5, 10, 10, 10, 10, 5, 5, 5, 5, 7.5, NA, 7.5, 10, 7.5, 
    7.5, 2.5, 10, 5, NA, NA, 7.5, 10, 10, 0, 7.5, 2.5, 7.5, 5, 
    7.5, 7.5, 7.5, 2.5, 5, 5, 2.5, 10, 10, 10, 10, 5, 10, 2.5, 
    7.5, 5, 10, 5, 7.5, 7.5, 7.5, 10, 10, 7.5, NA, 2.5, 5, NA, 
    NA, 10, NA, 2.5, NA, 5, 7.5, 10, 10, NA, 10, 7.5, 2.5, 7.5, 
    5, 10, NA, 0, 2.5, 10, 5, 2.5, 0, 5, 10, 2.5, 10, 7.5, 7.5, 
    10, 7.5, 5, 5, 7.5, 10, 5, NA, 10, 7.5, 5, 7.5, 2.5, 10, 
    7.5, 7.5, 5, NA, 2.5, 7.5, 5, 5, NA, 7.5, 10, 5, 7.5, 2.5, 
    NA, 7.5, 5, 10, 5, 10, 10, 7.5, 2.5, 7.5, 7.5, 2.5, NA, 10, 
    2.5, 7.5, NA, NA, 10, NA, 7.5, 5, 7.5, 10, 2.5, NA, 5, 10, 
    7.5, 5, 7.5, 7.5, 5, 5, 2.5, 7.5, 7.5, 7.5, 10, 7.5, 5, 2.5, 
    10, 7.5, 2.5, 10, 7.5, 5, 7.5, 2.5, 10, 10, 10, 10, 5, 5, 
    5, 2.5, 7.5, NA, 7.5, 10, 7.5, 7.5, 2.5, 10, 5, NA, NA, 7.5, 
    10, 10, 0, 7.5, 2.5, 7.5, 5, 7.5, 7.5, 7.5, 2.5, 2.5, 5, 
    7.5, 10, 10, 10, 10, 5, 10, 2.5, 10, 2.5, 10, 5, 7.5, 7.5, 
    7.5, 10, 10, 7.5, NA, 2.5, 5, NA, NA, 10, NA, 2.5, NA, 5, 
    7.5, 10, 10, NA, 10, 7.5, 2.5, 7.5, 5, 10, NA, 2.5, 2.5, 
    10, 5, 2.5, 2.5, 5, 10, 2.5, 10, 7.5, 7.5, 10, 7.5, 5, 5, 
    5, 10, 2.5, NA, 10, 7.5, 5, NA, 2.5, 10, 7.5, 7.5, 2.5, NA, 
    2.5, 7.5, 5, 5, NA, 7.5, 10, 5, 7.5, 2.5, NA, 7.5, 5, 10, 
    5, 10, 10, 7.5, 2.5, 7.5, 7.5, 2.5, NA, 10, 2.5, 7.5, NA, 
    NA, 10, NA, 7.5, 5, 7.5, 10, 2.5, NA, 5, 10, 7.5, 5, 7.5, 
    7.5, 5, 7.5, 2.5, 7.5, 7.5, 7.5, 10, 7.5, 5, 2.5, 10, 7.5, 
    5, 10, 7.5, 5, 7.5, 2.5, 10, 10, 10, 10, 5, 5, 5, 5, 7.5, 
    NA, 7.5, 10, 7.5, 7.5, 2.5, 10, 5, NA, NA, 7.5, 10, 10, 0, 
    7.5, 2.5, 7.5, 5, NA, NA, 5, 5, 2.5, 5, 7.5, 10, 10, 10, 
    10, 5, 10, 2.5, 10, 2.5, 10, 5, 7.5, 7.5, 7.5, 10, 10, 7.5, 
    NA, 2.5, 5, NA, NA, 10, NA, 2.5, NA, 5, 7.5, 10, 10, NA, 
    10, 7.5, 2.5, 7.5, 5, 10, NA, 0, 2.5, 10, 5, 2.5, 0, 5, 10, 
    2.5, 10, 7.5, 7.5, 10, 7.5, 5, 5, 7.5, 10, 5, NA, 10, 7.5, 
    5, 7.5, 2.5, 10, 7.5, 7.5, 5, NA, 2.5, 7.5, 5, 5, NA, 7.5, 
    10, 5, 7.5, 2.5, NA, 7.5, 5, 10, 5, 10, 10, 7.5, 2.5, 7.5, 
    7.5, 2.5, NA, 10, 2.5, 7.5, NA, NA, 10, NA, 7.5, 5, 7.5, 
    10, 2.5, NA, 5, 10, 7.5, 5, 7.5, 7.5, 5, 5, 2.5, 7.5, 7.5, 
    7.5, 10, 7.5, 5, 2.5, 10, 7.5, 2.5, 10, 7.5, 5, 7.5, 2.5, 
    10, 10, 10, 10, 5, 5, 5, 2.5, 7.5, NA, 7.5, 10, 7.5, 7.5, 
    2.5, 10, 5, NA, NA, 7.5, 10, 10, 0, 7.5, 2.5, 7.5, 5, 7.5, 
    7.5, 7.5, 2.5, 2.5, 5, 7.5, 10, 10, 10, 10, 5, 10, 2.5, 10, 
    2.5, 10, 5, 7.5, 7.5, 7.5, 10, 10, 7.5, NA, 7.5, 5, NA, NA, 
    10, NA, 2.5, NA, 5, 7.5, 10, 10, NA, 10, 7.5, 2.5, NA, 5, 
    10, NA, 7.5, 0, 10, 5, 2.5, 2.5, 5, 10, 5, 10, 7.5, 10, 10, 
    10, 5, 7.5, 7.5, 7.5, 3.75, NA, 10, 10, 7.5, NA, 0, 10, 7.5, 
    7.5, 7.5, NA, 2.5, 7.5, 5, 7.5, NA, 7.5, 10, 5, 7.5, 2.5, 
    NA, 7.5, 5, 10, 7.5, 10, 10, 7.5, 2.5, 7.5, 7.5, 2.5, NA, 
    7.5, NA, 7.5, NA, NA, 10, NA, 7.5, 2.5, 7.5, 10, 2.5, NA, 
    2.5, 10, 7.5, 5, 5, 7.5, 5, 5, 2.5, 7.5, 7.5, 10, 10, 7.5, 
    5, 5, 10, 10, 2.5, 10, 7.5, 5, 7.5, 2.5, 10, 10, NA, 10, 
    5, 7.5, NA, 7.5, 7.5, NA, 7.5, 10, 10, 7.5, 2.5, 7.5, 1.25, 
    NA, NA, NA, 10, 10, 5, 5, NA, 7.5, 5, NA, 7.5, 7.5, 7.5, 
    1.25, 5, 7.5, 10, 10, 10, 10, 5, 10, NA, 10, 1.25, 10, 5, 
    7.5, 7.5, NA, 10, 10, 7.5, NA, 7.5, 5, NA, NA, 10, NA, NA, 
    NA, 5, 7.5, 10, 10, NA, 10, 7.5, 2.5, NA, 5, 10, NA, 7.5, 
    0, 10, 10, 2.5, 2.5, 5, 10, 5, 10, 7.5, 10, 10, 10, 5, 10, 
    7.5, 10, 3.75, NA, 10, 7.5, 7.5, NA, 0, 10, 7.5, 7.5, 7.5, 
    NA, NA, 10, 7.5, 7.5, NA, 7.5, 10, 5, 7.5, 10, NA, 7.5, 2.5, 
    10, 5, 10, 10, 7.5, 2.5, 7.5, 10, NA, NA, 7.5, NA, NA, NA, 
    NA, 10, 7.5, 7.5, 2.5, 7.5, 10, 2.5, NA, 2.5, NA, 7.5, 5, 
    5, 7.5, 5, 5, 2.5, 7.5, 7.5, 7.5, 10, 7.5, NA, 5, 10, 10, 
    2.5, 10, 10, 7.5, 7.5, 2.5, 10, 10, NA, 10, 5, 7.5, NA, 7.5, 
    7.5, NA, NA, 10, 10, 7.5, 2.5, 7.5, 1.25, NA, NA, NA, 10, 
    10, 5, 5, NA, 7.5, 5, NA, NA, 7.5, 7.5, 1.25, 5, 7.5, 10, 
    10, 10, 10, 10, 10, NA, 10, 1.25), pf_ss_disappearances_fatalities = c(10, 
    9.926119387, 10, 10, 9.3161963009999997, 10, 10, 9.9658393360000002, 
    10, 9.7661099379999996, 9.8445345759999991, 10, 10, 8.9416567090000001, 
    10, 10, 10, 10, 10, 10, 9.9983947569999998, 10, 10, 9.3028157179999997, 
    7.6561770769999997, 10, 6.5158066400000001, 9.9908083009999995, 
    10, 0, 9.4925921800000008, 10, 9.9968568629999996, 9.7396551579999997, 
    7.7477521239999998, 7.9840627810000004, 10, 9.6905233630000005, 
    10, 10, 10, 9.941806433, 10, 9.9796562739999999, 7.8889875180000004, 
    10, 10, 9.0918252200000005, 10, 10, 9.5266015419999999, 10, 
    10, 9.9103774009999999, 9.8868520120000003, 10, 7.9573875770000004, 
    10, 9.97310944, 10, 10, 9.7848933819999999, 9.926843367, 
    10, 10, 10, 9.8837008520000005, 9.9719153610000006, 9.9501727930000001, 
    0, 9.8596425330000006, 9.3759263589999993, 9.9945019449999997, 
    10, 9.9501290779999998, 8.7661896190000004, 9.8126751169999995, 
    9.5047621959999997, 10, 9.9177479519999991, 9.9451709299999997, 
    9.8520349560000007, 10, 8.612652916, 10, 10, 0, 10, 10, 10, 
    9.9598305669999991, 10, 9.9358712600000008, 6.7398056080000002, 
    10, 10, 10, 9.989545798, 10, 10, 10, 10, 9.2831410929999993, 
    9.5398840739999997, 10, 9.9424945709999992, 9.9804270590000002, 
    10, 10, 7.0331653899999997, 6.1216477789999999, 10, 10, 8.0814699900000004, 
    10, 10, 9.5043597510000009, 9.8846010809999996, 8.6740253040000006, 
    10, 10, 10, 10, 9.8522032759999991, 10, 8.3372416929999993, 
    10, 10, 10, 9.9549317510000002, 10, 10, 10, 9.8750345280000005, 
    10, 10, 8.4671939589999994, 10, 10, 10, 10, 0, 10, 9.9618391299999995, 
    9.9820053919999996, 10, 0, 10, 10, 7.9245679239999998, 5.7910142670000004, 
    9.3974156119999996, 9.6444811420000001, 10, 9.9542652010000001, 
    9.929852254, 9.9032134860000003, 9.9049675940000004, 10, 
    0, 10, 10, 10, 9.824436124, 10, 10, 10, 9.9720484379999998, 
    10, 10, 10, 8.78509998, 9.8428461899999995, 10, NA, 10, 10, 
    10, 10, 10, 9.6229219350000008, 10, 9.9951447380000005, 10, 
    10, 9.8895675819999997, 2.8099429339999999, 10, 0, 10, 10, 
    0, 2.7191810250000001, 10, 9.9700996190000009, 7.5809699630000003, 
    8.3945044420000006, 10, 10, 9.7980538619999997, 10, 10, 10, 
    9.8827010360000003, 10, 10, 7.1919549319999998, 10, 10, 9.8397965949999993, 
    10, 10, 9.1944852919999995, 10, 10, 10, 9.9755161829999999, 
    10, 9.9691953669999993, 10, 9.9724325, 10, 10, 10, 10, 10, 
    10, 10, 9.9014555529999999, 9.9754676109999991, 9.8403907640000003, 
    NA, 10, 9.2044645450000004, 10, 10, 10, 9.7452498750000007, 
    10, 8.0523436460000006, 10, 7.6286021740000001, 9.9440424830000005, 
    10, 10, 3.6768123070000001, 9.8467182770000008, 10, 0, 10, 
    10, 10, 10, 10, 9.9891504199999996, 4.8858587599999996, 10, 
    10, 10, 9.9761698519999999, 10, 10, 10, 10, 9.8571973820000007, 
    9.6310690890000004, 10, 10, 10, 10, 10, 0, 0.155373123, 10, 
    10, 7.1732396070000002, 10, 10, 9.3473029580000002, 9.9362583749999995, 
    8.5449734789999994, 10, 10, 10, 10, 9.9514215680000007, 10, 
    7.7501132549999996, 10, 10, 10, 10, 10, 10, 10, 9.9879426319999993, 
    10, 9.9523037300000006, NA, 10, 10, 9.8639342760000002, 10, 
    0, 10, 9.5320899170000004, 9.9381340760000008, 9.4368188419999992, 
    10, 10, 10, 6.9545533319999997, 7.913245667, 9.966786956, 
    4.3526634130000001, 10, 9.9948819409999992, 9.9542947300000009, 
    10, 9.9893008539999997, 10, 0, 10, 10, 9.8846239760000003, 
    9.6846768430000001, 10, 10, 10, 9.9432723999999997, 9.9219503820000003, 
    10, 10, 7.7551580859999998, 9.9226290779999999, 10, NA, 9.8810485719999992, 
    10, 10, 10, 10, 10, 10, 9.9967354369999999, 10, 10, 10, 9.8652080830000006, 
    10, 0, 9.9624786749999998, 10, 0, 9.8526099610000006, 9.9810754419999999, 
    9.9213254460000009, 9.0026206179999999, 8.3451537279999997, 
    10, 10, 9.940823194, 10, 10, 9.9683304190000008, 10, 10, 
    10, 8.7728622390000002, 10, 10, 9.9691886679999993, 10, 10, 
    9.9949747700000007, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 9.874277932, 9.9751761630000004, 9.9447357099999998, 
    NA, 10, 8.0119364960000006, 10, 10, 10, 9.9621612269999993, 
    9.9807201679999995, 7.7185940019999997, 10, 10, 10, 10, 10, 
    3.158767691, 10, 10, 0, 10, 10, 10, 9.9858695999999991, 10, 
    9.988972703, 7.582952766, 10, 10, 10, 9.9973166229999997, 
    10, 10, 10, 10, 9.7305148320000008, 9.8908665199999994, 10, 
    10, 10, 10, 9.7228687229999995, 9.8085113469999996, 0, 10, 
    10, 5.6722561819999999, 10, 10, 9.7965179330000005, 9.9569522460000002, 
    8.4282737409999999, 10, 10, 10, 10, 9.8447129380000007, 9.9706194060000009, 
    9.7833860710000007, 9.8395905730000006, 10, 10, 10, 10, 10, 
    10, 9.9449940669999997, 10, 9.9518559530000008, NA, 10, 10, 
    10, 10, 0, 10, 9.9601406790000002, 9.9744742669999997, 9.0645568599999997, 
    10, 10, 10, 8.7137965130000001, 9.8355632429999993, 10, 0, 
    9.9632523180000003, 10, 9.9811654480000005, 10, 9.9891557930000001, 
    10, 0, 10, 10, 9.8848626110000009, 9.1392478409999995, 10, 
    9.9843284479999994, 10, 10, 10, 10, 10, 9.2397813309999997, 
    9.9788455539999994, 10, NA, 10, 10, 10, 10, 10, 10, 10, 9.9967063330000006, 
    10, 10, 10, 9.8958353520000006, 9.9334340339999994, 10, 9.933622304, 
    10, 1.1104256260000001, 10, 9.9618240080000007, 9.9872303020000004, 
    8.9931629639999997, 9.3736798760000006, 10, 10, 9.9544757439999998, 
    9.8433469490000007, 10, 10, 9.9406344840000003, 10, 10, 9.0927996649999994, 
    10, 10, 9.9543319920000002, 10, 10, 9.9797975430000001, 10, 
    10, 10, 10, 10, 9.8784033129999997, 9.9358818749999998, 9.9711064870000001, 
    10, 10, 10, 10, 10, 10, 10, 9.8769451089999993, 9.9695806139999998, 
    9.8450320849999997, NA, 9.710037389, 9.9172818829999994, 
    10, 10, 10, 9.9603809640000005, 10, 8.4681799370000004, 10, 
    10, 10, NA, 10, 0, 10, NA, 0, 10, 10, 10, 10, 10, 9.9887791959999994, 
    7.2285974599999996, 10, 10, 10, 9.8721463840000006, 10, 10, 
    10, 10, 9.5334357349999994, 9.9546469359999996, 10, 9.9285339340000007, 
    10, 10, 10, 9.5296596279999992, 6.0996175370000003, 10, 10, 
    4.7242695719999999, 10, 10, 9.3813546480000003, 9.9454726769999997, 
    8.5344047439999997, 10, 10, 10, 10, 9.6585530300000002, 9.8192523539999996, 
    9.9777365729999996, 9.8347535090000004, 10, 10, 10, 10, 10, 
    10, 9.9504036490000001, 10, 10, NA, 10, 9.2135001130000003, 
    10, 10, 0, 10, 9.6739142880000006, 10, 8.7624076879999997, 
    10, 10, 10, 9.243425534, 9.6349433930000004, 10, 9.9926723180000003, 
    10, 9.9792083229999999, 9.9936749870000003, 10, 10, 10, 1.854445165, 
    10, 9.6235899959999998, 10, 9.7338007579999992, 10, 10, 10, 
    10, 10, 10, 10, 8.9745301489999996, 9.9828760219999992, 10, 
    NA, 9.9700461929999999, 10, 10, NA, 10, 10, 10, 9.998337995, 
    10, 9.634997598, 10, 9.7854010480000007, 10, 10, 10, 10, 
    8.9607495910000008, 10, 10, 9.9933367640000004, 8.8054983339999993, 
    8.6324277210000009, 10, 10, 9.2996742129999994, 10, 10, 10, 
    10, 10, 10, 9.8329789010000006, 10, 10, 9.9098555140000002, 
    10, 10, 9.9593866089999992, 10, 10, 9.9128540310000002, 10, 
    10, 10, 9.9563444289999996, NA, 9.7965170639999997, 10, 10, 
    10, 10, 10, 10, 9.9303282569999993, 9.9825888900000006, 9.9433207229999994, 
    NA, 10, 9.410066789, 10, 10, 10, 9.9582946149999998, 9.9602971950000008, 
    9.2057424030000004, 10, 10, 10, NA, 10, 9.3897979090000003, 
    10, NA, NA, 10, 10, 9.1964138200000001, 10, 10, 9.9771458259999992, 
    9.9167013920000002, 10, 10, 10, 9.9531014970000005, 10, 10, 
    10, 10, 9.9870180140000002, 10, 10, 9.8915006099999996, 10, 
    10, 10, 9.9812012059999997, 7.00333848, 10, 10, 4.7895452059999997, 
    10, 10, 9.9477469999999997, 9.8894745489999991, 9.2773570079999992, 
    10, 10, 10, 10, 9.6252371609999994, 9.6910391370000006, 9.9541594940000007, 
    9.6108053949999999, 9.9536977679999996, NA, 10, 10, 10, 10, 
    9.968552399, 10, 10, NA, 10, 10, 10, 10, 0, 10, 9.8749227959999999, 
    10, 8.9583944259999999, 10, 10, 10, 10, 8.8914199529999998, 
    10, 9.9926889840000008, 10, 10, 9.9925689640000002, 10, 10, 
    10, 0, 10, 10, 10, 9.7736710109999994, 10, 10, 10, 10, 10, 
    10, 10, 10, 9.9805083319999994, 10, NA, 10, 10, 10, NA, 10, 
    10, 10, 10, 10, 10, 10, 8.267633902, 10, 9.9350241570000009, 
    10, 10, 7.3935952, 10, 10, 9.9952881540000007, 9.6911361930000002, 
    9.7501758649999992, 10, 10, 9.6330915259999994, 10, 10, 10, 
    9.9401617400000006, 10, 10, 9.8913434420000002, 10, 10, 9.9925964389999997, 
    10, 10, 10, 10, 10, 9.9139784950000003, 10, 10, 10, 10, NA, 
    10, 10, 10, 9.9201749760000002, 10, 10, 10, 9.8714490850000001, 
    9.9728674690000005, 9.9205209399999994, NA, 9.9271688139999998, 
    9.0986118620000003, 10, 10, 10, 10, 9.7584045029999995, 9.6783317610000008, 
    10, 10, 10, NA, 10, 9.9273525290000002, 10, NA, NA, 10, 10, 
    10, 10, 10, 10, 9.9142053739999998, 10, 9.9103381539999997, 
    10, 10, 10, 10, 10, 9.8275450499999994, 10, 10, 10, 9.8048338770000001, 
    10, 10, 10, 9.9218657029999999, 9.0995254200000009, 4.9526436839999999, 
    10, 6.8271148559999997, 10, 10, 10, 10, 9.5556858879999993, 
    10, 10, 8.6339175729999997, 10, 9.626937538, 9.9366049669999992, 
    9.9645867520000007, 9.4737202190000005, 10, NA, 10, 10, 10, 
    10, 10, 10, 10, NA, 10, 10, 10, 10, 7.3958324600000003, 10, 
    10, 10, 9.2546536879999994, 10, 10, 10, 9.8761011550000006, 
    9.8864814709999997, 10, 10, 10, 10, 9.9989304699999995, 10, 
    10, 10, 3.6638066380000001, 10, 10, 10, 8.9940279499999995, 
    9.9429446759999998, 10, 10, 10, 10, 10, 10, 10, 9.9671374989999997, 
    10, NA, 10, 10, 10, NA, 10, 9.9104444360000006, 10, 10, 10, 
    10, 10, 9.4676965979999999, 10, 9.9165435479999999, 10, 10, 
    6.553164626, 10, 10, 9.9982557189999994, 9.5934790880000005, 
    9.3904007410000006, 10, 10, 9.8366119669999996, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 9.9695942360000007, 10, 10, 10, 10, 
    10, 9.6603837660000007, 10, 10, 9.8801103809999997, 10, NA, 
    10, 10, 10, 10, 10, 10, 10, 9.7803918979999995, 10, 9.4948649060000001, 
    NA, 10, 9.8251045000000001, 10, 10, 10, 9.9535901930000001, 
    10, 9.8468365159999998, 10, 10, 10, NA, 10, 9.8462889110000003, 
    10, NA, NA, 10, 10, 10, 10, 10, 10, 9.9778884609999992, 10, 
    9.9076522059999999, 10, 10, 10, 10, 10, 10, 10, 9.9136027129999995, 
    10, 9.8766489130000004, 10, 10, 10, 9.8173580250000008, 9.7540646510000002, 
    10, 10, 6.7616513600000001, 10, 10, 9.8926441430000001, 10, 
    9.4487514380000004, 10, 10, 10, 10, 9.4656378879999998, 9.8048179139999991, 
    10, 9.9225780219999997, 10, NA, 10, 10, 10, 10, 10, 10, 9.9669940090000004, 
    NA, 10, 10, 9.9644562959999998, 10, 10, 10, 9.8255171560000001, 
    10, 9.2362112219999997, 10, 10, 10, 10, 9.9400868490000001, 
    9.2628659310000003, 9.9927331969999997, 10, 10, 9.9956898620000008, 
    10, 10, 10, 4.9449548649999997, 10, 9.9763363740000006, 10, 
    8.0826577519999994, 9.9704354740000003, 10, 9.8846032059999995, 
    10, 9.9600478930000005, 9.9627445760000004, 10, 10, 9.9579053829999999, 
    10, NA, 10, 10, 10, NA, 10, 10, 10, 10, NA, 10, 10, 10, NA, 
    10, 10, NA, 7.1239770250000003, 10, 10, 9.9534275799999996, 
    9.2146705010000005, 5.5989560450000004, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 9.9959578820000008, 10, 10, 9.9492680470000003, 
    10, 10, 10, 10, NA, 9.5810289930000003, 10, 10, 9.9699889420000005, 
    10, NA, 9.7803329449999996, 10, 10, 9.9170298789999993, 10, 
    9.9334839919999993, 10, 9.7847815520000001, 9.9791092589999995, 
    9.5612104519999992, NA, 10, 9.9554700579999995, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, NA, 10, NA, 10, NA, NA, 10, 10, 10, 
    9.9675889570000002, 10, 10, 9.3153778389999999, 10, 9.8098653999999996, 
    9.4655674459999997, 10, 10, 10, 10, 10, 10, 9.6921060059999995, 
    10, 9.750695898, 9.8588458219999993, 10, 10, 9.6205872639999992, 
    9.3177989280000002, 10, 10, 7.0547666150000001, 9.9068741320000004, 
    10, 10, 9.7816205440000008, 9.4505944080000006, 10, 10, NA, 
    10, 9.6708345589999993, 9.8663652670000008, NA, 9.7609736399999996, 
    10, NA, 10, 10, 10, 10, 10, 9.9784310509999994, 6.6625298639999997, 
    NA, NA, NA, 10, 10, 10, 10, NA, 10, 8.654343785, NA, 10, 
    10, 10, 9.9158947499999996, 9.8881155130000007, 10, 10, 9.9839425189999993, 
    9.9804414700000006, 10, 9.8833981990000002, 10, NA, 10, 10, 
    10, 7.619096453, 10, 10, 10, 10, 10, 9.8098150640000004, 
    10, 9.7009363680000007, 9.9798394970000004, 10, NA, 10, 10, 
    10, NA, 10, 9.8228645859999997, 10, 10, NA, 10, 10, 8.8634883959999993, 
    NA, 9.9471095589999994, 10, NA, 9.923290282, 9.6706742909999992, 
    10, 9.9967287079999991, 9.3689897759999994, 8.2884353490000002, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9.8918072769999998, 
    10, 10, 10, 10, NA, 8.9247311830000005, 10, 10, 10, 10, NA, 
    10, 0, 10, 10, 10, 10, 10, 9.7869935609999992, 10, 9.8810268079999997, 
    NA, 10, 8.6317863399999997, 10, 10, 10, 10, 10, 9.8552517000000002, 
    10, 10, 10, NA, 10, NA, 10, NA, NA, 10, 10, 9.6775303469999994, 
    10, 10, 10, 8.7032781690000007, 10, 8.8261329800000006, 10, 
    9.9384137900000002, 10, 10, 10, 10, 10, 9.9056853260000004, 
    10, 9.3327254590000006, 10, 10, 10, 9.8686675170000004, 9.8403696929999995, 
    10, 10, 7.6045650589999996, 10, 10, 10, 10, 9.8640982919999995, 
    10, 10, NA, 10, 9.7781550700000004, 10, NA, 9.7268645459999998, 
    10, NA, 10, 10, 10, 10, 10, 9.9782391589999992, 4.1341128310000004, 
    NA, NA, NA, 10, 10, 9.688403675, 10, NA, 10, 9.1684919770000004, 
    NA, 10, 10, 10, 9.8012493799999998, 9.6526011829999998, 10, 
    10, 10, 9.9978076950000005, 10, 9.9881551819999999, 10, NA, 
    10, 9.8279058399999997), pf_ss_disappearances_injuries = c(10, 
    9.9901492520000001, 10, 9.9908774579999999, 9.9316196300000001, 
    9.9917392270000001, 10, 9.9795036019999994, 10, 9.7193319260000006, 
    9.8895377250000003, 10, 10, 5.1316208630000002, 10, 10, 10, 
    10, 10, 10, 10, 10, 9.9719409379999995, 9.8069335829999993, 
    5.9521544659999996, 10, 7.2353992280000003, 9.8124893350000004, 
    10, 2.469455043, 9.0589891340000008, 9.9553316029999994, 
    9.9973887779999995, 9.7533575179999996, 9.5529372640000005, 
    10, 10, 9.7214710259999997, 10, 10, 9.9810719559999992, 9.89525158, 
    10, 9.9145563509999999, 8.691590283, 10, 10, 9.8378956839999994, 
    10, 10, 8.5947540520000008, 10, 10, 9.623585083, 9.6993496330000006, 
    10, 9.9628615919999994, 10, 10, 10, 10, 10, 10, 10, 9.9592419949999993, 
    10, 9.8815863220000004, 9.9731919349999991, 9.9800691169999993, 
    0, 9.87367828, 5.9045167330000004, 9.9967011669999994, 10, 
    9.9590533479999994, 8.6251827189999997, 9.8763655769999996, 
    9.7152382629999998, 10, 9.9506487709999991, 9.8355127889999991, 
    9.5561048680000003, 10, 7.5360715789999997, 10, 10, 0, 10, 
    10, 10, 9.2689163180000005, 10, 9.9422841339999994, 7.5548542059999999, 
    10, 10, 10, 10, 10, 10, 10, 10, 9.4242004260000005, 9.7806570659999998, 
    10, 9.8964902289999994, 9.9647687059999992, 10, 10, 8.6552499649999994, 
    8.7579953380000006, 10, 10, 8.039372749, 10, 10, 9.9405231700000005, 
    9.9559385949999992, 8.6062747720000008, 9.9947326959999998, 
    10, 10, 10, 9.915478748, 10, 8.7854634980000004, 10, 10, 
    10, 10, 10, 4.9961219950000002, 10, 9.9607251370000007, 9.9827899739999992, 
    9.9811347450000003, 8.9236669670000008, 10, 10, 9.9798449779999991, 
    10, 0, 10, 10, 9.9928021569999999, 10, 0, 10, 10, 9.5439895719999992, 
    3.0275049080000001, 9.9084071730000005, 9.8266845570000001, 
    10, 9.9390202680000002, 9.9139658530000005, 9.9419280919999995, 
    9.5121669830000002, 10, 0.28429776099999998, 10, 10, 10, 
    9.9046938959999995, 10, 10, 9.9314352320000001, 10, 10, 10, 
    10, 6.7926639480000004, 9.1377218609999993, 10, NA, 10, 10, 
    10, 10, 10, 9.7171914509999997, 10, 10, 10, 10, 9.9006108239999993, 
    5.7251842530000001, 10, 5.9622539940000001, 9.9888369539999999, 
    10, 5.9965684870000002, 3.9040986229999999, 10, 9.9878939920000001, 
    8.7434866840000005, 9.3595516360000008, 10, 10, 9.9134516549999994, 
    10, 10, 10, 9.8240515540000004, 10, 10, 7.867307544, 10, 
    10, 9.9138906700000007, 10, 9.9635005260000007, 9.5226950119999998, 
    10, 10, 10, 9.8751325350000005, 10, 9.9630344399999995, 10, 
    9.9338380009999998, 10, 10, 10, 10, 10, 10, 10, 9.9011499890000003, 
    9.9868299809999996, 9.9722783960000001, NA, 10, 7.1838044889999999, 
    9.9967067660000009, 10, 10, 9.7598070250000006, 10, 9.1320227119999995, 
    9.99607958, 0, 10, 10, 10, 0, 9.8160619320000002, 10, 0, 
    10, 10, 9.8076283069999999, 10, 10, 9.9934902520000009, 7.137607515, 
    10, 10, 10, 9.9841132340000005, 10, 10, 10, 10, 9.9785796070000004, 
    9.4237044740000009, 10, 9.9232280030000002, 10, 10, 10, 8.8339930239999997, 
    6.8495722170000004, 10, 10, 8.0494297209999992, 10, 10, 10, 
    9.9553808620000002, 8.5213784540000006, 10, 10, 9.9194048529999996, 
    10, 9.9666890749999997, 10, 8.2191037310000006, 9.9465847420000006, 
    10, 10, 10, 10, 10, 10, 9.8842492639999993, 10, 9.8664504439999998, 
    NA, 10, 10, 9.9183605660000005, 10, 0, 10, 9.7660449580000002, 
    9.9480326239999997, 8.6541912330000006, 10, 10, 10, 7.85340361, 
    7.1892696740000002, 9.995018043, 3.7945736800000001, 10, 
    9.9293707900000001, 9.9675908080000006, 10, 10, 10, 0, 10, 
    10, 9.8615487710000007, 9.8465995450000001, 10, 10, 10, 9.9404360199999999, 
    10, 9.9790248199999994, 10, 4.163411022, 9.8569683500000007, 
    10, NA, 9.9464718580000007, 10, 10, 10, 10, 9.7756591279999991, 
    10, 10, 10, 10, 10, 9.9797812130000008, 10, 9.8381287979999996, 
    9.9774872049999992, 10, 0, 10, 9.7047769030000008, 9.9299258940000001, 
    8.6859701010000006, 9.5388133340000003, 10, 10, 10, 10, 10, 
    9.9809982510000008, 10, 10, 10, 8.8084419730000008, 10, 10, 
    9.9876754670000008, 10, 10, 9.9547729319999991, 10, 10, 9.9463375369999998, 
    10, 9.9777469229999998, 9.9265543820000008, 10, 10, 10, 10, 
    10, 9.9772965039999999, 10, 10, 10, 9.8800487809999993, 9.9764826800000002, 
    9.9846960429999996, NA, 10, 6.2997675180000003, 9.9901298159999996, 
    9.9301209220000004, 10, 9.8410771520000004, 9.9884321010000008, 
    8.2270216240000007, 10, 10, 10, 10, 10, 0, 10, 10, 0, 10, 
    10, 9.5186510680000005, 9.7371745529999991, 10, 9.9735344860000001, 
    7.3943051769999997, 10, 10, 10, 9.9967799480000004, 10, 10, 
    10, 10, 9.5553494729999997, 9.8497809749999998, 10, 9.9505706289999996, 
    10, 10, 9.0688389100000002, 9.9059964790000006, 7.4124521080000001, 
    10, 10, 6.3405351799999998, 10, 10, 9.9694776899999997, 9.9225140419999995, 
    8.5554770100000006, 10, 10, 10, 10, 9.8804057850000007, 9.7179462930000007, 
    9.8505363890000002, 9.9587518619999997, 10, 10, 10, 10, 10, 
    10, 9.9706635020000007, 10, 9.3741273889999999, NA, 10, 10, 
    9.8762390280000005, 10, 0, 10, 9.9521688150000003, 9.8353590200000003, 
    8.0969578630000001, 10, 10, 10, 8.8513903739999993, 9.7896940420000007, 
    10, 4.6191843700000002, 10, 9.9876186209999993, 9.9962330900000005, 
    10, 9.9934934759999994, 10, 0.051941362999999997, 10, 10, 
    10, 9.7548160520000007, 10, 9.9952985339999998, 9.861759545, 
    9.9913591610000001, 10, 10, 8.9396670549999993, 4.0702943789999999, 
    9.8603806590000005, 10, NA, 10, 5.9323727919999998, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 9.7916707029999994, 9.9733736139999998, 
    10, 10, 10, 6.844201097, 10, 10, 9.9893913269999999, 8.8974078330000008, 
    9.7980818700000007, 9.9158141620000002, 10, 9.9635805959999999, 
    9.7650204229999993, 9.8251589310000007, 10, 10, 10, 10, 8.6056388009999996, 
    10, 10, 10, 10, 10, 9.9878785259999994, 10, 10, 9.9470338980000008, 
    10, 10, 9.8723234780000002, 9.9615291250000002, 10, 10, 10, 
    10, 10, 10, 10, 10, 9.8793957779999992, 9.9873032130000006, 
    9.9560924239999995, NA, 9.9565056080000005, 9.8014765179999994, 
    9.9900388400000004, 10, 10, 10, 10, 8.0235059569999994, 10, 
    10, 10, NA, 10, 0, 10, NA, 0, 10, 10, 10, 10, 10, 9.9932675169999996, 
    8.3250209460000004, 10, 10, 10, 9.8204608800000006, 10, 10, 
    10, 10, 9.4174251610000006, 9.9008711599999994, 10, 9.371098623, 
    10, 10, 10, 9.6418177160000003, 9.4040597370000008, 10, 10, 
    3.6339030320000001, 10, 10, 9.5360159860000007, 9.9738268849999994, 
    8.6474552780000007, 10, 10, 10, 10, 9.5986256020000003, 9.0239627099999993, 
    9.9332097180000005, 9.9858360150000003, 10, 10, 10, 10, 10, 
    10, 9.9814013680000002, 9.9957100000000008, 9.7862521250000007, 
    NA, 10, 9.8427000230000008, 10, 10, 0, 9.9914309679999995, 
    7.9945728740000002, 10, 8.0130039649999993, 10, 10, 9.2582966930000001, 
    9.4915819589999995, 9.4933190219999997, 10, 9.9868101720000002, 
    10, 9.8003999050000008, 9.8311221660000001, 10, 10, 10, 2.9231419590000001, 
    10, 9.9867149410000007, 10, 9.440981592, 10, 10, 10, 10, 
    10, 10, 10, 4.3086423270000003, 9.9589024520000002, 10, NA, 
    9.9820277159999993, 10, 10, NA, 9.9609337, 10, 10, 10, 10, 
    9.1787445959999996, 10, 9.5278823050000003, 10, 10, 10, 10, 
    9.2873711480000001, 10, 10, 9.9943732670000003, 8.054668715, 
    9.6752619889999991, 10, 10, 9.8972855509999995, 10, 10, 10, 
    10, 10, 10, 9.8018522420000007, 10, 10, 9.9826922590000002, 
    10, 10, 9.9756319659999999, 10, 10, 9.8954248370000002, 10, 
    10, 9.9456768310000001, 9.9869033290000004, NA, 10, 10, 10, 
    10, 10, 10, 10, 9.8969174889999998, 9.9839282059999999, 9.9686084000000008, 
    NA, 10, 7.7245433280000002, 9.9966408980000008, 10, 10, 9.5996283049999995, 
    9.9642674759999998, 8.0937817669999994, 10, 10, 10, NA, 10, 
    6.2574271760000002, 10, NA, NA, 10, 10, 10, 9.9731502449999994, 
    10, 9.9931437479999996, 9.4377343939999996, 10, 10, 10, 9.9867580700000005, 
    10, 10, 10, 10, 9.9688432339999995, 10, 10, 9.7902345119999996, 
    10, 10, 10, 10, 8.7901776100000006, 10, 10, 5.206606421, 
    10, 10, 9.9372963989999992, 9.9469477830000006, 9.0915345240000001, 
    10, 10, 10, 10, 9.6368757580000004, 9.2584939290000001, 9.93123924, 
    9.4162080919999998, 9.9444373220000006, NA, 10, 10, 10, 10, 
    9.9849051509999995, 10, 9.9902080780000002, NA, 10, 10, 10, 
    10, 0, 10, 9.8499073549999991, 10, 6.8663394579999997, 10, 
    10, 10, 10, 8.7555294959999994, 10, 9.8420820599999992, 10, 
    10, 9.9961783240000006, 10, 9.9866189769999991, 10, 2.5732545070000001, 
    10, 10, 10, 9.8153155450000007, 10, 10, 10, 10, 10, 10, 10, 
    10, 9.9896044439999994, 10, NA, 10, 10, 10, NA, 10, 9.9457827810000001, 
    10, 10, 10, 10, 10, 9.3365406429999993, 10, 10, 10, 10, 9.8659563250000009, 
    10, 9.9883404749999993, 9.9952385560000003, 9.6336731600000007, 
    9.9760168829999998, 10, 10, 9.9712854239999995, 10, 10, 10, 
    9.9281940889999998, 10, 10, 9.7462093250000006, 10, 10, 9.9933367949999994, 
    10, 10, 9.9969392179999996, 10, 10, 9.9483870969999995, 10, 
    10, 9.9099496540000001, 10, NA, 10, 10, 10, 10, 10, 10, 10, 
    9.8840636439999994, 9.9430216849999997, 9.9655590739999997, 
    NA, 10, 8.0169460969999999, 9.9932636630000005, 10, 10, 10, 
    9.9758404499999997, 9.4774852509999992, 10, 10, 10, NA, 10, 
    8.9974648940000002, 10, NA, NA, 10, 10, 10, 10, 10, 10, 9.9742616119999994, 
    10, 9.7848115700000005, 10, 9.9983205979999994, 10, 10, 10, 
    9.8539205130000003, 10, 10, 10, 9.4145016310000003, 10, 10, 
    10, 9.9296791330000005, 9.2411455129999993, 6.9715862099999999, 
    10, 6.9710237599999996, 10, 10, 9.8728904380000007, 10, 9.5297967190000001, 
    10, 10, 9.8975438180000008, 10, 9.3942398279999999, 9.0680930170000007, 
    9.8937602570000003, 9.9097806090000002, 10, NA, 10, 10, 10, 
    10, 10, 10, 10, NA, 10, 10, 10, 9.9494464259999997, 7.939033051, 
    10, 10, 10, 8.7116861760000006, 10, 10, 10, 10, 9.7003110840000009, 
    10, 10, 10, 10, 9.9987165640000004, 10, 10, 10, 6.5776309169999996, 
    10, 10, 10, 8.7817586179999996, 9.9400919099999996, 10, 10, 
    10, 10, 10, 10, 10, 9.9631939989999996, 10, NA, 10, 10, 10, 
    NA, 10, 9.6775999680000009, 10, 10, 10, 10, 10, 8.7452848369999998, 
    10, 9.9799704509999998, 10, 10, 8.9659493880000003, 10, 9.9882306930000002, 
    9.9979068630000008, 9.3858630509999994, 9.9628041130000007, 
    10, 10, 9.8725573349999998, 10, 10, 10, 9.9639489129999994, 
    10, 10, 10, 10, 10, 9.9543913540000002, 10, 10, 10, 10, 10, 
    9.2868059089999999, 10, 10, 9.9100827860000003, 10, NA, 10, 
    10, 10, 10, 10, 10, 10, 9.8906562870000005, 9.9950520390000008, 
    8.7957221749999999, NA, 9.6491347330000004, 9.5540164749999992, 
    9.9898781010000004, 10, 10, 9.888616463, 10, 9.2309580869999994, 
    10, 10, 9.8531544259999997, NA, 10, 9.7233200400000008, 10, 
    NA, NA, 10, 10, 10, 10, 10, 10, 9.9336653819999992, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 9.665044365, 10, 9.6891552599999997, 
    10, 10, 10, 10, 9.7591094779999992, 9.9590939469999995, 10, 
    6.5443282649999999, 10, 10, 9.7745526999999992, 10, 9.5070770929999995, 
    10, 10, 10, 10, 9.1613548330000008, 8.3409522660000004, 10, 
    9.9690312090000006, 9.8902822429999997, NA, 10, 10, 10, 10, 
    10, 10, 9.9603928100000001, NA, 10, 10, 9.9573475550000001, 
    10, 10, 10, 9.3456893359999995, 10, 9.0685744639999992, 10, 
    10, 10, 10, 9.9806434429999999, 9.5813078489999999, 9.9651193459999998, 
    10, 9.9330851800000008, 9.9890091489999993, 10, 10, 10, 8.0259907550000005, 
    10, 9.9858018249999994, 10, 8.8101199579999996, 10, 10, 10, 
    10, 9.7842586219999994, 9.9552934910000008, 10, 10, 9.9388520299999996, 
    10, NA, 10, 10, 10, NA, 9.8565389739999993, 10, 10, 10, NA, 
    10, 10, 10, NA, 10, 10, NA, 9.3642475530000002, 9.9826129080000001, 
    9.9881160649999998, 9.9915869179999994, 9.0047599999999992, 
    9.5032802329999999, 10, 10, 10, 9.8645316249999997, 10, 9.923400526, 
    10, 10, 10, 9.9393682329999997, 10, 10, 10, 10, 10, 9.96600061, 
    10, NA, 8.9441930620000001, 10, 10, 9.8199336509999995, 10, 
    NA, 10, 10, 10, 9.9751089640000004, 10, 10, 10, 9.845998024, 
    9.948190962, 9.7747245409999994, NA, 10, 8.9312813940000009, 
    9.9932312799999998, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 
    NA, 10, NA, NA, 10, 10, 9.9033392889999998, 10, 10, 9.9927550360000001, 
    10, 10, 9.7718384799999995, 9.5190107009999991, 10, 7.81243234, 
    10, 10, 10, 10, 9.9397598709999997, 10, 8.9903183870000003, 
    9.8548128449999997, 10, 10, 9.9620587260000004, 9.9792749040000004, 
    10, 10, 5.8575172709999999, 10, 10, 10, 9.9379342600000005, 
    9.2322779750000006, 10, 10, NA, 10, 9.6946465279999998, 8.9576490819999997, 
    NA, 9.9362596369999991, 9.9453612150000001, NA, 10, 10, 10, 
    10, 10, 9.7929380930000001, 4.5305340159999998, NA, NA, NA, 
    10, 10, 10, 10, NA, 10, 8.6244403139999992, NA, 10, 10, 10, 
    9.8654316000000009, 10, 9.9652576469999996, 10, 9.9614620459999994, 
    9.9726180590000002, 10, 9.9930038920000008, 10, NA, 10, 10, 
    10, 8.1182256299999995, 10, 10, 10, 10, 10, 9.7033114999999999, 
    10, 9.6411236420000002, 9.9354863919999996, 10, NA, 10, 10, 
    10, NA, 10, 9.4685937580000008, 10, 10, NA, 10, 10, 8.8797242759999993, 
    NA, 10, 9.9458577790000007, NA, 10, 9.8203677949999992, 10, 
    9.9945646220000004, 8.9399028240000007, 9.9138696500000005, 
    10, 10, 10, 10, 10, 9.614814355, 9.9271882789999992, 10, 
    9.9584705020000008, 10, 10, 10, 9.8028488150000008, 10, 9.9623593110000002, 
    9.9968932030000008, 10, NA, 6.923076923, 9.9951284919999992, 
    10, 9.9277837620000007, 10, NA, 10, 6.784195392, 10, 10, 
    8.6777429650000002, 10, 10, 9.7395474199999992, 10, 9.3959822549999998, 
    NA, 10, 3.4873029770000001, 10, 10, 10, 10, 10, 9.9846737090000008, 
    10, 10, 10, NA, 10, NA, 10, NA, NA, 10, 10, 8.9358501439999998, 
    10, 10, 10, 9.3209892960000005, 10, 10, 10, 9.8170009769999993, 
    10, 10, 10, 10, 10, 9.8666121039999997, 10, 7.5449332919999996, 
    10, 10, 10, 9.9212005100000002, 9.9627529280000005, 10, 10, 
    6.3982924629999998, 10, 10, 10, 10, 9.2925765140000003, 10, 
    10, NA, 9.9902618939999996, 9.6735376710000001, 9.9175951720000004, 
    NA, 9.6394612009999996, 10, NA, 10, 10, 10, 10, 10, 9.7432220750000003, 
    0, NA, NA, NA, 10, 10, 9.8622416249999993, 9.9912772410000006, 
    NA, 9.990755751, 8.0885333639999999, NA, 10, 10, 10, 9.2220332890000005, 
    9.9305202369999996, 9.9913528839999994, 10, 9.9741129619999995, 
    9.9914500109999995, 10, 10, 10, NA, 10, 9.881992576), pf_ss_disappearances = c(10, 
    8.8420596679999992, 8.5, 9.4981754919999997, 9.3495631859999992, 
    9.9983478449999996, 10, 8.5257378740000007, 10, 8.3970883730000008, 
    7.930040559, 10, 9, 8.8146555150000001, 10, 9.5, 9.5, 9.5, 
    9, 10, 9.9996789509999999, 10, 9.9943881880000003, 9.3219498600000001, 
    6.2216663089999997, 9.5, 4.6216642490000002, 9.9606595270000007, 
    10, 3.4938910089999999, 7.2103162630000002, 9.9910663209999999, 
    6.9988491279999998, 6.3574954549999996, 5.8212774820000002, 
    6.5968125559999997, 10, 7.8823988780000001, 10, 9.5, 9.9962143910000005, 
    9.9674116030000004, 9.5, 9.4788425249999992, 5.6293989450000002, 
    9.5, 10, 7.2533931129999996, 10, 10, 9.6242711189999994, 
    9, 8, 8.9067924969999996, 9.9172403290000002, 9.5, 8.584049834, 
    9, 9.4946218879999993, 9, 9.5, 8.9569786760000003, 9.485368673, 
    10, 9.4918483990000002, 10, 6.9198794530000001, 9.4890214589999999, 
    6.461134779, 0, 9.4466641629999994, 8.0560886180000004, 9.9982406220000009, 
    9.5, 9.9818364850000005, 8.7385627360000004, 8.9378081389999995, 
    6.7765927240000003, 9.5, 9.4736793450000008, 7.4561367440000001, 
    9.3816279649999998, 10, 7.7297448989999999, 9.5, 9.5, 1, 
    10, 10, 9, 9.3457493770000006, 9.5, 9.9756310789999993, 6.0032743929999999, 
    10, 8, 10, 7.4979091599999999, 9, 9, 9.5, 9, 8.681344653, 
    7.7178796050000003, 9.5, 9.4677969599999994, 9.9890391530000002, 
    10, 9.5, 6.754082328, 4.6049123669999998, 10, 9.5, 5.4909084239999997, 
    10, 9.5, 8.8889765839999999, 9.4681079350000008, 6.6011762760000003, 
    9.4989465390000003, 10, 10, 10, 6.9216677359999998, 8.2783726259999995, 
    7.9245410380000001, 9, 9.5, 10, 9.49098635, 10, 8.4992243989999992, 
    9.5, 8.9671519330000002, 9.9965579949999999, 7.9962269490000004, 
    4.978172185, 10, 9.5, 9.9959689960000002, 10, 0, 9.5, 7.4923678259999997, 
    9.4949615099999995, 8.9515950740000001, 5.5, 9.5, 9.5, 8.0727787969999998, 
    4.2637038350000003, 8.1490548520000008, 5.5164943529999997, 
    8.5, 9.9786570940000008, 9.4446245439999998, 9.9690283159999993, 
    8.8834269149999994, 9, 0.056859552000000001, 9.5, 8, 10, 
    8.7619019429999998, 8.5, 9.5, 9.4862870459999993, 9.9944096879999993, 
    10, 9.0025567029999998, 10, 7.6155527860000003, 7.7961136099999999, 
    10, NA, 10, 10, 9.5, 9.5, 9.5, 9.3680226770000008, 10, 9.9990289479999994, 
    10, 10, 9.4580356810000001, 3.8376821739999998, 9.5, 1.692450799, 
    9.997767391, 10, 4.199313697, 3.530288112, 10, 6.991598722, 
    5.5796627440000002, 6.0508112159999996, 7, 10, 7.9423011040000002, 
    10, 9.5, 10, 9.9413505180000001, 9.5, 9, 4.9786793810000001, 
    9.5, 10, 7.9173617429999998, 10, 9.9927001050000008, 9.7434360610000006, 
    9, 8, 9, 9.9701297439999994, 9.5, 8.9864459609999994, 9, 
    9.4812540999999992, 9, 9.5, 9, 9.5, 10, 9.5, 10, 6.9353120639999997, 
    9.4924595180000004, 6.4625338320000001, NA, 9.5, 8.2776538070000001, 
    9.9993413530000002, 9.5, 10, 9.4010113799999999, 9, 6.3775967739999997, 
    9.4992159160000007, 7.0257204350000002, 7.488808497, 9, 10, 
    4.3694845070000001, 9.4325560419999999, 9.5, 1, 10, 10, 8.9615256609999996, 
    9.5, 9.5, 9.9965281340000001, 5.2749669079999997, 10, 8, 
    10, 7.4920566170000003, 9, 9, 9.5, 9, 8.9671553979999992, 
    7.0094841130000001, 9.5, 9.4846456010000004, 10, 10, 9.5, 
    5.6938469009999997, 2.2003026380000001, 10, 9.5, 4.8253468819999998, 
    10, 9.5, 8.8694605919999994, 9.4783278469999992, 6.5383716610000002, 
    10, 10, 9.9838809709999996, 10, 6.9442967309999997, 9, 7.6938433970000002, 
    8.9893169480000008, 9.5, 10, 9.5, 10, 9.5, 9.5, 8.9744383790000004, 
    10, 7.9637508349999999, NA, 10, 9.5, 9.9564589679999997, 
    10, 0, 9.5, 7.3596269750000003, 9.4772333399999997, 8.5667389089999997, 
    9.5, 9.5, 9.5, 7.9615913880000004, 6.7283881579999996, 8.1652125170000005, 
    1.704185482, 8.5, 9.9848505460000005, 9.9708732779999991, 
    10, 8.9978601709999992, 9, 0, 9.5, 8, 9.9492345489999998, 
    8.7238791809999992, 8.5, 9.5, 9.5, 9.9767416840000003, 9.9843900760000004, 
    9.1741855349999994, 10, 6.8837138219999998, 7.955919486, 
    10, NA, 9.9655040859999993, 10, 9.5, 9.5, 9.5, 9.4551318260000006, 
    10, 9.9993470870000003, 10, 10, 9.5, 7.1387576629999998, 
    9.5, 4.4676257599999998, 9.9879931759999998, 10, 3, 7.4705219920000001, 
    9.9371704689999998, 6.470250268, 5.8786954170000003, 5.9520017259999998, 
    7, 10, 7.9881646389999998, 10, 9.5, 9.4898657340000003, 10, 
    9.5, 9, 6.8826553109999997, 9.5, 10, 7.9742554200000004, 
    10, 10, 9.4899495399999996, 9, 8, 8.9892675069999992, 10, 
    9.4955493850000003, 8.9853108759999998, 9, 9.5, 9, 9.5, 9, 
    9.4954593010000004, 10, 9.5, 10, 6.9263907590000002, 9.4903317690000009, 
    6.4858863510000004, NA, 9.5, 5.3623408030000004, 9.9980259629999999, 
    8.9860241839999997, 10, 9.4606476760000007, 8.9938304539999994, 
    6.1891231250000001, 9.5, 9.5, 7.5, 9.5, 10, 3.632631328, 
    9, 9.5, 1, 10, 10, 9.4037302139999994, 9.44460883, 9.5, 9.9925014379999997, 
    5.7447913909999997, 10, 8, 10, 7.4988193140000003, 9, 9, 
    9.5, 9, 8.8571728610000005, 7.2157393829999998, 9.5, 9.4901141259999999, 
    9.5, 10, 9.2583415270000007, 8.4429015649999997, 2.1766094279999999, 
    10, 9.5, 3.811365866, 10, 9.5, 8.9531991249999994, 9.4758932579999993, 
    6.5837368700000001, 10, 10, 10, 10, 6.867611986, 8.9377131399999996, 
    8.9267844919999995, 8.9596684870000001, 9.5, 10, 9.5, 10, 
    9.5, 9.5, 8.4831315140000001, 10, 7.8651966680000003, NA, 
    10, 9.5, 9.9752478060000005, 10, 0, 9.5, 7.4824618989999996, 
    9.4619666569999996, 8.3660423890000004, 9.5, 9.5, 9.5, 8.5130373769999999, 
    8.9250514570000004, 6.5167383760000002, 0.92383687400000003, 
    8.9926504640000005, 9.9975237240000006, 9.9739246090000009, 
    10, 8.9965298540000003, 9, 0.010388273, 9.5, 8, 9.9769725220000005, 
    7.5231954710000002, 8.5, 9.4959253960000005, 9.4723519090000003, 
    9.9982718320000004, 10, 9.5, 9.7349167639999994, 5.1620151419999996, 
    7.9678452430000002, 10, NA, 10, 8.9830931980000006, 8.5, 
    9.5, 9.5, 9.5, 10, 8.9993412670000001, 10, 10, 9.5, 8.4375012110000007, 
    8.9813615299999991, 9, 9.9867244609999997, 10, 3.590925345, 
    7.5, 9.9923648020000009, 6.9953243260000004, 5.8809712430000003, 
    4.457382881, 8.9831628319999997, 10, 7.4836112679999998, 
    9.9216734740000003, 9.4650317860000008, 9.5, 9.9881268970000008, 
    9.5, 9, 6.0396876930000003, 9.5, 10, 7.9367673740000004, 
    10, 10, 9.4935352139999996, 9.5, 9.5, 8.9894067799999995, 
    10, 9.5, 8.9501453580000003, 8.9794821999999996, 9.4942212969999993, 
    8.5, 9.5, 8, 8, 10, 9.5, 10, 6.9317671059999997, 9.491376765, 
    6.4602249020000002, NA, 9.4333086000000002, 8.9437516800000001, 
    9.9980077680000008, 9, 10, 8.9920761930000008, 7, 8.2983371790000007, 
    9.5, 9.5, 6.5, NA, 10, 3.5, 9.5, NA, 2.5, 10, 10, 9.5, 9.5, 
    9.5, 9.8393180840000003, 5.6107236809999996, 10, 8, 10, 7.4385214529999999, 
    9, 10, 9.5, 8, 8.2220790160000004, 7.1108707100000004, 9.5, 
    9.3599265109999994, 9.5, 10, 9.5, 8.8342954690000006, 4.9687128710000001, 
    10, 8.5, 3.5207898910000002, 10, 9.5, 8.7834741269999999, 
    9.4838599119999998, 6.5884200589999997, 10, 10, 9, 10, 6.7023139880000002, 
    6.7686430130000002, 6.982189258, 8.9641179050000002, 9.5, 
    10, 9.5, 10, 9.5, 9.5, 7.4863610029999998, 7.999142, 6.9572504249999998, 
    NA, 10, 8.3112400270000002, 10, 10, 0, 9.4982861940000003, 
    8.0336974320000003, 8.5, 7.1701772339999996, 9.5, 9.5, 9.3516593389999993, 
    8.2470014989999996, 8.7992628489999998, 7.8224765590000001, 
    8.4958964980000005, 10, 9.9559216460000002, 9.9569477479999993, 
    10, 9, 10, 1.9384892920000001, 9.5, 7.9220609870000001, 10, 
    7.3806430970000001, 8.5, 9.5, 9.5, 10, 10, 9.320707251, 10, 
    5.1566344949999996, 7.9883556950000001, 10, NA, 9.9904147820000002, 
    10, 8.5, NA, 8.9921867399999993, 9.5, 10, 8.9996675990000004, 
    10, 9.7627484389999992, 9.5, 8.3626566709999999, 9.5, 9, 
    10, 10, 6.9815345989999997, 7.5, 10, 6.9975420059999998, 
    5.5719859669999998, 4.9821009719999996, 9, 10, 7.3393919529999998, 
    10, 9.5, 9.5, 10, 9.5, 9, 6.9269662289999996, 9.5, 10, 7.94245176, 
    10, 10, 9.4870037150000002, 9, 9.5, 8.4616557730000004, 10, 
    9.5, 9.4891353659999993, 8.988649552, NA, 8.4593034130000007, 
    9.5, 8, 8, 10, 9.5, 10, 6.9438614650000003, 9.4933034190000001, 
    6.4823858249999997, NA, 9.5, 7.8875545159999998, 9.9993281799999991, 
    9, 10, 8.9115845839999999, 7.4849129339999996, 7.9599048339999996, 
    9.5, 9.5, 6.5, NA, 10, 6.6294450170000001, 9.5, NA, NA, 10, 
    10, 9.339282764, 8.9946300489999995, 9.5, 9.9940579150000008, 
    7.4629323279999999, 10, 8, 10, 7.487971913, 9, 9.5, 9.5, 
    8, 8.99117225, 6.5821102219999998, 9.5, 9.4363470239999998, 
    9.5, 10, 9.5, 8.9962402410000006, 5.3355260250000001, 10, 
    8.5, 3.4533921859999999, 10, 9.5, 8.9770086800000009, 9.4672844660000006, 
    6.9707500370000002, 10, 10, 9, 10, 6.6122019319999996, 6.2770315810000001, 
    6.9770797470000003, 8.3054026969999999, 9.4796270180000004, 
    NA, 9.5, 10, 9.5, 9.5, 7.4906915100000004, 8, 6.9980416160000001, 
    NA, 10, 8.5, 10, 10, 0, 9.5, 8.4449660299999998, 8.5, 7.0362200499999998, 
    9.5, 9.5, 9.5, 8.5, 7.3043427779999996, 8, 9.4669542090000007, 
    10, 10, 9.9499785099999993, 10, 8.9973237949999998, 10, 1.014650901, 
    10, 7.5, 10, 7.4343585909999996, 8.5, 9.5, 9.5, 10, 10, 9.5, 
    10, 6.5, 7.9940225549999999, 10, NA, 10, 10, 8.5, NA, 9, 
    9.4891565559999993, 10, 9, 10, 10, 9.5, 8.0208349089999995, 
    9.3807712940000005, 8.9870048310000001, 10, 10, 7.2965856689999997, 
    7.5, 9.9976680949999999, 6.9981053419999997, 6.0747735499999997, 
    6.4042673910000003, 9, 10, 7.3092075940000001, 10, 9.5, 9.5, 
    9.9736711660000008, 9.5, 9, 6.9275105530000003, 9, 10, 7.4601688409999998, 
    10, 10, 9.4993878439999992, 9, 10, 8.4724731179999999, 10, 
    9.5, 9.4819899309999993, 8.5, NA, 8.5, 9.5, 8, 7.984034995, 
    10, 9.5, 10, 6.933303188, 9.4831778310000008, 6.2758690499999998, 
    NA, 9.4854337629999996, 7.942371252, 9.9986527330000001, 
    9, 10, 9, 7.4468489910000004, 8.3311634029999997, 9.5, 9.5, 
    6.5, NA, 10, 7.2849634840000004, 9.5, NA, NA, 10, 10, 9.5, 
    9, 9.5, 10, 8.4776933969999995, 10, 7.4727883469999998, 10, 
    7.4996641200000003, 9, 9.5, 9.5, 7.9362931129999996, 9.5, 
    6.5597332660000003, 9.5, 9.3438671020000008, 9.5, 10, 9.5, 
    8.9703089669999994, 6.0355188389999999, 8.3848459789999996, 
    8.5, 4.7492035039999996, 10, 9.5, 8.9745780879999995, 9.5, 
    7.0721989790000004, 10, 10, 8.7062922779999994, 10, 6.6368236940000003, 
    6.0655572160000002, 6.9716694019999998, 8.7513954559999991, 
    9.5, NA, 9.5, 10, 9.5, 9.5, 7.5, 8, 7, NA, 10, 8.5, 10, 9.9898892850000003, 
    3.066973102, 9.5, 8.2611721019999997, 8.5, 7.4530836330000003, 
    10, 10, 9, 8.9752202309999998, 7.8697451279999999, 7.7416436539999998, 
    9.5, 10, 10, 9.9561064859999995, 10, 9, 10, 2.5482875109999998, 
    10, 7.5, 10, 8.1195437290000001, 9.4766073169999991, 9.5, 
    9.5, 10, 10, 9.5, 10, 8.5, 7.9860663000000001, 10, NA, 10, 
    10, 7.5, NA, 9, 9.4176088809999996, 10, 10, 10, 10, 9.5, 
    7.1425962869999999, 9.5, 8.9793027999999993, 10, 10, 5.7141805430000003, 
    8.2644525600000005, 9.9976461390000004, 6.9992325160000002, 
    5.6875389199999997, 6.8706409710000003, 9, 10, 7.44183386, 
    10, 9.5, 9.5, 9.9927897829999992, 9.5, 9, 9, 9.5, 10, 7.87001536, 
    10, 10, 9.5, 9, 8.5, 7.2894379349999996, 10, 9.5, 9.4580386329999993, 
    9, NA, 8.5, 9.5, 9, 8, 10, 9.5, 10, 6.8784817120000001, 9.4990104080000002, 
    6.0919581300000001, NA, 9.4298269470000005, 8.6397152699999999, 
    9.9979756200000001, 9, 10, 9.9684413309999993, 9.5, 8.3155589209999992, 
    9.5, 9.5, 8.4706308850000003, NA, 10, 8.4139217899999998, 
    9.5, NA, NA, 10, 10, 9.5, 8, 9.5, 10, 8.4823107689999997, 
    10, 8.4459132360000009, 10, 8.5, 9, 9.5, 9.5, 9, 9, 6.2070467379999998, 
    9.5, 9.4131608339999993, 9.5, 10, 9.5, 8.9634716050000005, 
    6.4026348259999999, 9.9918187889999999, 9.5, 3.1611959249999999, 
    9, 9.5, 8.9334393690000002, 9.4364509719999994, 7.0550179350000004, 
    10, 10, 10, 10, 6.5303213710000003, 6.2758915709999998, 9, 
    8.4783218460000001, 9.4780564490000003, NA, 9.5, 10, 9.5, 
    9.5, 8.5, 10, 7.9854773640000003, NA, 10, 9.5, 9.9843607700000003, 
    10, 7, 9.5, 7.4792753640000003, 9.5, 7.5865621259999996, 
    9.5, 9.5, 9.5, 8.5, 8.1836585619999997, 8.5329518540000002, 
    9.4915705090000007, 10, 9.9866170360000002, 9.9294861460000003, 
    10, 8, 10, 5.5999808010000001, 10, 6.4924276399999998, 10, 
    7.4292831550000002, 8.4201757799999992, 9.5, 9.4769206409999995, 
    10, 9.9488613029999993, 9.4836076130000002, 10, 9.5, 7.9793514830000003, 
    10, NA, 10, 10, 8.5, NA, 8.9713077949999995, 9.5, 10, 10, 
    NA, 10, 9.5, 8.5, NA, 9, 10, NA, 7.4040838769999997, 6.2372862250000001, 
    9.9976232130000007, 6.9890029, 5.5904856870000001, 6.5204472559999997, 
    9, 10, 8, 9.9729063250000003, 9.5, 9.9846801050000007, 10, 
    10, 9, 8.4870652230000001, 9.5, 9.5, 8.3379004430000005, 
    10, 10, 9.9932001219999993, 9.5, NA, 7.7050444110000003, 
    10, 9.5, 9.457984519, 9.5, NA, 8.4560665890000006, 9.5, 9, 
    8.4784277679999995, 10, 9.4866967980000005, 10, 6.8649394429999999, 
    9.4854600439999999, 6.246859143, NA, 9.5, 6.7773502900000002, 
    9.9986462560000007, 9.5, 10, 10, 9.5, 7.5, 9.5, 9.5, 8.5, 
    NA, 9.5, NA, 9.5, NA, NA, 10, 10, 9.4806678580000003, 8.4935177910000004, 
    9.5, 9.9985510069999997, 7.7879929529999998, 10, 8.4163407760000002, 
    9.7969156290000008, 8.5, 7.5624864680000004, 9, 9.5, 9, 9, 
    6.1720259630000003, 9.5, 9.2482028570000008, 9.9427317330000005, 
    10, 9.5, 8.9165291979999992, 7.6845467699999999, 10, 10, 
    3.082456777, 9.9813748259999997, 9.5, 9, 9.3289744050000003, 
    6.5903000030000003, 10, 10, NA, 10, 6.5481328889999997, 7.2648028699999996, 
    NA, 9.4394466559999994, 9.4890722430000007, NA, 9.5, 10, 
    10, 9.5, 8.5, 7.4542738289999999, 2.4886127760000001, NA, 
    NA, NA, 10, 10, 8, 9, NA, 9.5, 7.3182008510000003, NA, 9.5, 
    9.5, 9.5, 8.0819764000000003, 7.4934684120000004, 9.4930515290000006, 
    10, 9.9890809130000005, 9.8928192579999994, 10, 8.9752804180000005, 
    10, NA, 10, 6.25, 10, 7.4991701979999998, 8.5, 9.5, 10, 10, 
    10, 9.1744033900000002, 10, 9.3684120019999995, 7.9830651780000004, 
    10, NA, 10, 10, 10, NA, 9, 9.3582916689999998, 10, 10, NA, 
    10, 9.5, 5.4169365880000004, NA, 8.9894219119999992, 9.9891715560000005, 
    NA, 9.4846580560000007, 4.8982084170000002, 10, 8.9982586659999999, 
    5.7995044150000004, 6.327743849, 9, 10, 8, 10, 9.5, 9.9229628709999993, 
    9.9854376560000002, 10, 8.9916941000000001, 9, 9.5, 10, 7.648859839, 
    10, 9.9924718620000004, 9.4993786409999998, 9.5, NA, 5.1695616209999997, 
    9.9990256980000005, 9.5, 9.4855567520000008, 9.5, NA, 10, 
    7.3568390780000001, 9.5, 8.5, 9.5592476550000001, 9.5, 10, 
    6.8453879530000004, 9.5, 7.7446652260000004, NA, 9.5, 4.923817863, 
    10, 9, 10, 10, 9.5, 7.4679850820000002, 9.5, 10, 10, NA, 
    9.5, NA, 10, NA, NA, 10, 9.5, 9.2226760980000009, 8.5, 9.5, 
    10, 7.5767340570000004, 10, 8.2652265959999998, 10, 8.4510829530000002, 
    9, 9, 9.5, 9, 9, 6.3682289269999997, 9.5, 8.8755317500000004, 
    9.5, 10, 9.5, 8.4402742279999998, 8.960624524, 10, 10, 3.9989703749999999, 
    10, 10, 9.5, 8.4068965670000004, 6.9779905199999996, 10, 
    10, NA, 9.9980523790000007, 7.701653597, 9.4835190340000004, 
    NA, 9.3732651489999999, 9.5, NA, 10, 10, 10, 9.5, 8.5, 9.4442922469999999, 
    1.0768225659999999, NA, NA, NA, 10, 10, 7.91012906, 8.9982554480000001, 
    NA, 9.49815115, 7.3211688720000003, NA, 10, 9.5, 9.5, 7.5691371629999997, 
    8.8050355729999996, 9.4982705769999995, 10, 9.9948225920000002, 
    9.9342747019999997, 10, 9.9976310359999996, 9, NA, 10, 6.1919796829999996
    ), pf_ss_women_fgm = c(10, 10, 10, 10, 10, 10, 10, 10, NA, 
    10, 10, NA, 10, 10, NA, 8.6999999999999993, 10, 10, 10, 10, 
    10, NA, 10, 2.3999999999999999, 10, 10, 9.9000000000000004, 
    10, NA, 7.5999999999999996, 5.5999999999999996, 10, 10, 10, 
    10, 10, 10, 6.4000000000000004, 10, 10, 10, 10, 10, 10, 0.90000000000000002, 
    10, 10, 2.6000000000000001, 10, 10, 10, 10, 2.3999999999999999, 
    10, 10, 9.5999999999999996, 10, 10, 0.40000000000000002, 
    5, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 7.2999999999999998, 10, 10, 10, 10, 10, 10, 10, 
    4.2000000000000002, 10, 10, 10, 10, 10, 10, 10, 1.1000000000000001, 
    NA, 2.7999999999999998, 10, 10, 10, 10, NA, 10, 10, 10, 10, 
    10, 10, 10, 10, 9.8000000000000007, 7, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7.4000000000000004, 
    10, NA, 1.2, 10, 10, 10, 10, 10, 10, 1.2, NA, 10, 10, 10, 
    10, NA, 10, 8.5, 10, 10, 9.5999999999999996, 10, 10, 10, 
    9.9000000000000004, 10, 10, 10, 10, 10, 10, 10, 6.2000000000000002, 
    9.9000000000000004, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 
    10, 10, NA, NA, 10, NA, 8.6999999999999993, 10, 10, 10, 10, 
    10, NA, 10, 2.3999999999999999, 10, 10, 9.9000000000000004, 
    10, NA, 7.5999999999999996, 5.5999999999999996, 10, 10, 10, 
    10, 10, 10, 6.4000000000000004, 10, 10, 10, 10, 10, 10, 0.90000000000000002, 
    10, 10, 2.6000000000000001, 10, 10, 10, 10, 2.3999999999999999, 
    10, 10, 9.5999999999999996, 10, 10, 0.40000000000000002, 
    5, NA, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 
    10, 10, 10, 7.2999999999999998, 10, 10, 10, 10, 10, 10, 10, 
    4.2000000000000002, 10, 10, 10, 10, 10, 10, 10, 1.1000000000000001, 
    NA, 2.7999999999999998, 10, 10, 10, 10, NA, 10, 10, 10, 10, 
    10, 10, 10, 10, 9.8000000000000007, 7, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7.4000000000000004, 
    10, NA, 1.2, 10, 10, 10, 10, 10, 10, NA, NA, 10, 10, 10, 
    10, NA, 10, 8.5, 10, 10, 9.5999999999999996, 10, 10, 10, 
    9.9000000000000004, 10, 10, 10, 10, 10, 10, 10, 6.2000000000000002, 
    9.9000000000000004, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 
    10, 10, NA, NA, 10, NA, 8.6999999999999993, 10, 10, 10, 10, 
    10, NA, 10, 2.3999999999999999, 10, 10, 9.9000000000000004, 
    10, NA, 7.5999999999999996, 5.5999999999999996, 10, 10, 10, 
    10, 10, 10, 6.4000000000000004, 10, 10, 10, 10, 10, 10, 0.90000000000000002, 
    10, 10, 2.6000000000000001, 10, 10, 10, 10, 2.3999999999999999, 
    10, 10, 9.5999999999999996, 10, 10, 0.40000000000000002, 
    5, NA, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 
    10, 10, 10, 7.2999999999999998, 10, 10, 10, 10, 10, 10, 10, 
    4.2000000000000002, 10, 10, 10, 10, 10, 10, 10, 1.1000000000000001, 
    NA, 2.7999999999999998, 10, 10, 10, 10, NA, 10, 10, 10, 10, 
    10, 10, 10, 10, 9.8000000000000007, 7, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7.4000000000000004, 
    10, NA, 1.2, 10, 10, 10, 10, 10, 10, NA, NA, 10, 10, 10, 
    10, NA, 10, 8.5, 10, 10, 9.5999999999999996, 10, 10, 10, 
    9.9000000000000004, 10, 10, 10, 10, 10, 10, 10, 6.2000000000000002, 
    9.9000000000000004, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 
    10, 10, NA, NA, 10, NA, 8.6999999999999993, 10, 10, 10, 10, 
    10, NA, 10, 2.3999999999999999, 10, 10, 9.9000000000000004, 
    10, NA, 7.5999999999999996, 5.5999999999999996, 10, 10, 10, 
    10, 10, 10, 6.4000000000000004, 10, 10, 10, 10, 10, 10, 0.90000000000000002, 
    10, 10, 2.6000000000000001, 10, 10, 10, 10, 2.3999999999999999, 
    10, 10, 9.5999999999999996, 10, 10, 0.40000000000000002, 
    5, NA, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 
    10, 10, 10, 7.2999999999999998, 10, 10, 10, NA, 10, 10, 10, 
    NA, 10, 10, 10, 10, 10, 10, 10, 1.1000000000000001, NA, 2.7999999999999998, 
    10, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 9.8000000000000007, 
    7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 7.4000000000000004, 10, NA, 1.2, 10, 10, 10, 10, 10, 
    10, NA, NA, 10, 10, 10, 10, NA, 10, 8.5, 10, 10, 9.5999999999999996, 
    10, 10, 10, 9.9000000000000004, 10, 10, 10, 10, 10, 10, 10, 
    6.2000000000000002, 9.9000000000000004, 10, 10, 10, 10, 10, 
    10, 9.5, 9.5, 10, NA, 10, 10, NA, NA, 9.5, NA, 8.6999999999999993, 
    NA, 10, 10, 10, 10, 9, 10, 2.7000000000000002, 10, 10, 9.9000000000000004, 
    9.5, 10, 7.4000000000000004, 5.5, NA, 10, 10, 10, 9, 10, 
    6.4000000000000004, 10, 10, 10, 9.5, 10, 10, 0.90000000000000002, 
    10, 10, 2.6000000000000001, 10, 10, 9.5, 10, 2.2000000000000002, 
    10, 9.5, 9.5999999999999996, 10, 10, NA, 5.5, NA, 10, 10, 
    10, 9.5, NA, 10, 10, 10, NA, 10, 9.5, 9.5, 10, 10, 9.5, 10, 
    7.2999999999999998, NA, 10, 10, NA, 10, 10, 5, NA, NA, 10, 
    10, 10, 10, 9.5, 10, 1.5, 10, 2.7999999999999998, 10, 9.5, 
    10, 10, NA, 10, 10, 10, 10, 10, 9.5, 10, 10, 9.8000000000000007, 
    7, 9.5, 9, 10, NA, 10, 10, NA, 10, 10, 10, 7, 10, 10, 10, 
    9, 7.2000000000000002, 10, NA, 0.59999999999999998, 10, 10, 
    10, 10, 9.5, 10, NA, 10, 10, 9.5, 9.5, 10, 10, 10, 8.5, 10, 
    10, 9.4000000000000004, 10, 10, 9.5, 9.9000000000000004, 
    10, NA, 9.5, 9.5, 10, 10, 10, 6.2000000000000002, 10, NA, 
    10, 10, 10, 10, 10, 9.5, 9.5, 10, NA, 10, 10, NA, NA, 9.5, 
    NA, 8.6999999999999993, NA, 10, 10, 10, 10, 9, 10, 2.7000000000000002, 
    10, 10, 9.9000000000000004, 9.5, 10, 7.4000000000000004, 
    5.5, NA, 10, 10, 10, 9, 10, 6.4000000000000004, 10, 10, 10, 
    9.5, 10, 10, 0.90000000000000002, 10, 10, 2.6000000000000001, 
    10, 10, 9.5, 10, 2.2000000000000002, 10, 9.5, 9.5999999999999996, 
    10, 10, NA, 5.5, NA, 10, 10, 10, 9.5, NA, 10, 10, 10, NA, 
    10, 9.5, 9.5, 10, 10, 9.5, 10, 7.2999999999999998, NA, 10, 
    10, NA, 10, 10, 5, NA, NA, 10, 10, 10, 10, 9.5, 10, 1.5, 
    10, 2.7999999999999998, 10, 9.5, 10, 10, NA, 10, 10, 10, 
    10, 10, 9.5, 10, 10, 9.8000000000000007, 7, 9.5, 9, 10, NA, 
    10, 10, NA, 10, 10, 10, 7, 10, 10, 10, 9, 7.2000000000000002, 
    10, NA, 0.59999999999999998, 10, 10, 10, 10, 9.5, 10, NA, 
    10, 10, 9.5, 9.5, 10, 10, 10, 8.5, 10, 10, 9.4000000000000004, 
    10, 10, 9.5, 9.9000000000000004, 10, NA, 9.5, 9.5, 10, 10, 
    10, 6.2000000000000002, 10, NA, 10, 10, 10, 10, 10, 9.5, 
    9.5, 10, NA, 10, 10, NA, NA, 9.5, NA, 8.3000000000000007, 
    NA, 10, 10, 10, 10, 9, 10, 2.2999999999999998, 10, 10, 8, 
    9.5, 10, 6, 6.4000000000000004, NA, 10, 10, 9.5, 9, 10, 5.5, 
    10, 10, 10, 9.5, 10, 10, 1, 10, 10, 2, 10, 10, 9.5, 10, 3, 
    10, 9.5, 8, 10, 10, NA, 5, NA, 10, 10, 10, 9.5, NA, 10, 9, 
    10, NA, 10, 9.5, 9.5, 10, 10, 9.5, 10, 6, NA, 10, 10, NA, 
    10, 10, 5, NA, NA, 10, 10, 10, 10, 8.1999999999999993, 10, 
    0.59999999999999998, 10, 2.8999999999999999, 10, 9.5, 10, 
    10, NA, 10, 10, 10, 10, 10, 9.5, 10, 10, 9.8000000000000007, 
    8.0999999999999996, 9.5, 9, 9.5, 9.5, 10, 10, 9.5, 10, 10, 
    10, 7, 10, 10, 10, 9, 7.2000000000000002, 10, NA, 1.5, 10, 
    10, 10, 10, 9.5, 10, NA, 10, 10, 9.5, 9.5, 10, 10, 10, 8.5, 
    10, 10, 8.8000000000000007, 10, 10, 9.5, 9.5, 10, 7, 9.5, 
    9.5, 10, 10, 10, 10, 10, 9.5, 10, 10, 10, 10, 10, 9.5, 9.5, 
    10, NA, 10, 10, NA, NA, 9.5, NA, 8.3000000000000007, NA, 
    10, 10, 10, 10, NA, 10, 2.2999999999999998, 10, NA, 8, 9.5, 
    NA, 6, 6.4000000000000004, NA, 10, 10, 9.5, 9, 10, 5.5, 10, 
    10, 10, 9.5, 10, 10, 1, 10, 10, 2, 10, 10, 9.5, 10, NA, 10, 
    9.5, 8, 10, 10, NA, 5, NA, 10, 10, 10, 9.5, NA, 10, 9, 10, 
    NA, 10, 9.5, 9.5, 10, 10, 9.5, 10, 6, NA, 10, 10, NA, 10, 
    NA, 5, NA, NA, 10, 10, 10, 10, 8.1999999999999993, 10, 0.59999999999999998, 
    10, 2.8999999999999999, 10, 9.5, 10, 10, NA, 10, 10, 10, 
    10, 10, 9.5, 10, 10, 9.8000000000000007, 8.0999999999999996, 
    9.5, 9, 9.5, 9.5, 10, 10, 9.5, 10, 10, 10, NA, 10, 10, 10, 
    NA, 7.2000000000000002, 10, NA, 1.5, 10, 10, 10, 10, 9.5, 
    10, NA, NA, NA, 9.5, 9.5, 10, 10, NA, 8.5, 10, NA, 8.8000000000000007, 
    10, 10, 9.5, 9.5, 10, 7, 9.5, 9.5, 10, 10, 10, NA, 10, 9.5, 
    10, 10, 10, 10, 10, 9.5, 9.5, 10, NA, 10, 10, NA, NA, 9.5, 
    NA, 8.3000000000000007, NA, 10, 10, 10, 10, NA, 10, 2.2999999999999998, 
    10, NA, 8, 9.5, NA, 6, 6.4000000000000004, NA, 10, 10, 9.5, 
    9, 10, 5.5, 10, 10, 10, 9.5, 10, 10, 1, 10, 10, 2, 10, 10, 
    9.5, 10, NA, 10, 9.5, 8, 10, 10, NA, 5, NA, 10, 10, 10, 9.5, 
    NA, 10, 9, 10, NA, 10, 9.5, 9.5, 10, 10, 9.5, 10, 6, NA, 
    10, 10, NA, 10, NA, 5, NA, NA, 10, 10, 10, 10, 8.1999999999999993, 
    10, 0.59999999999999998, 10, 2.8999999999999999, 10, 9.5, 
    10, 10, NA, 10, 10, 10, 10, 10, 9.5, 10, 10, 9.8000000000000007, 
    8.0999999999999996, 9.5, 9, 9.5, 9.5, 10, 10, 9.5, 10, 10, 
    10, NA, 10, 10, 10, NA, 7.2000000000000002, 10, NA, 1.5, 
    10, 10, 10, 10, 9.5, 10, NA, NA, NA, 9.5, 9.5, 10, 10, NA, 
    8.5, 10, NA, 8.8000000000000007, 10, 10, 9.5, 9.5, 10, 7, 
    9.5, 9.5, 10, 10, 10, NA, 10, 9.5), pf_ss_women_missing = c(7.5, 
    7.5, 10, 10, 5, 10, 10, 7.5, NA, 7.5, 7.5, NA, 10, 10, NA, 
    7.5, 7.5, 10, 10, 7.5, 10, NA, 10, 10, 7.5, 10, 7.5, 10, 
    NA, 10, 10, 10, 2.5, 10, 10, 10, 10, 7.5, 10, 10, 10, 10, 
    10, 10, 7.5, 10, 10, 10, 7.5, 10, 10, 7.5, 10, 7.5, 10, 10, 
    10, 10, 7.5, 10, NA, 10, 10, 7.5, 10, 10, 5, 7.5, 7.5, 7.5, 
    10, 10, 10, 10, 7.5, 7.5, 10, 7.5, 7.5, 7.5, 10, 10, 10, 
    10, 7.5, 10, 7.5, 10, 10, 7.5, 10, 7.5, 10, 7.5, 10, 7.5, 
    10, 10, 10, 10, NA, 10, 10, 10, 10, 7.5, 10, 10, 10, 7.5, 
    7.5, 10, 7.5, 5, 10, 7.5, 10, 10, 10, 10, 10, 7.5, 10, 10, 
    10, 5, 10, 10, NA, 10, 10, 10, 10, 7.5, 10, 10, 10, NA, 10, 
    10, 10, 7.5, NA, 10, 7.5, 10, 7.5, 10, 10, 7.5, 10, 7.5, 
    7.5, 7.5, 10, 10, 10, 10, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 10, 
    10, 5, 10, 10, 7.5, NA, 7.5, 7.5, NA, NA, 10, NA, 7.5, 7.5, 
    10, 10, 7.5, 10, NA, 10, 10, 7.5, 10, 7.5, 10, NA, 10, 10, 
    10, 2.5, 10, 10, 10, 10, 7.5, 10, 10, 10, 10, 10, 10, 7.5, 
    10, 10, 10, 7.5, 10, 10, 7.5, 10, 7.5, 10, 10, 10, 10, 7.5, 
    10, NA, 10, 10, 7.5, 10, 10, 5, 7.5, 7.5, NA, 10, 10, 10, 
    10, 7.5, 7.5, 10, 7.5, 7.5, 7.5, 10, 10, 10, 10, 7.5, 10, 
    7.5, 10, 10, 7.5, 10, 7.5, 10, 7.5, 10, 7.5, 10, 10, 10, 
    10, NA, 10, 10, 10, 10, 7.5, 10, 10, 10, 7.5, 7.5, 10, 7.5, 
    5, 10, 7.5, 10, 10, 10, 10, 10, 7.5, 10, 10, 10, 5, 10, 10, 
    NA, 10, 10, 10, 10, 7.5, 10, 10, NA, NA, 10, 10, 10, 7.5, 
    NA, 10, 7.5, 10, 7.5, 10, 10, 7.5, 10, 7.5, 7.5, 7.5, 10, 
    10, 10, 10, 7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 10, 10, 5, 10, 
    10, 7.5, NA, 7.5, 7.5, NA, NA, 10, NA, 7.5, 7.5, 10, 10, 
    7.5, 10, NA, 10, 10, 7.5, 10, 7.5, 10, NA, 10, 10, 10, 2.5, 
    10, 10, 10, 10, 7.5, 10, 10, 10, 10, 10, 10, 7.5, 10, 10, 
    10, 7.5, 10, 10, 7.5, 10, 7.5, 10, 10, 10, 10, 7.5, 10, NA, 
    10, 10, 7.5, 10, 10, 5, 7.5, 7.5, NA, 10, 10, 10, 10, 7.5, 
    7.5, 10, 7.5, 7.5, 7.5, 10, 10, 10, 10, 7.5, 10, 7.5, 10, 
    10, 7.5, 10, 7.5, 10, 7.5, 10, 7.5, 10, 10, 10, 10, NA, 10, 
    10, 10, 10, 7.5, 10, 10, 10, 7.5, 7.5, 10, 7.5, 5, 10, 7.5, 
    10, 10, 10, 10, 10, 7.5, 10, 10, 10, 5, 10, 10, NA, 10, 10, 
    10, 10, 7.5, 10, 10, NA, NA, 10, 10, 10, 7.5, NA, 10, 7.5, 
    10, 7.5, 10, 10, 7.5, 10, 7.5, 7.5, 7.5, 10, 10, 10, 10, 
    7.5, 7.5, 7.5, 7.5, 7.5, 7.5, 10, 10, 5, 10, 10, 7.5, NA, 
    7.5, 7.5, NA, NA, 10, NA, 7.5, 7.5, 10, 10, 7.5, 10, NA, 
    10, 10, 7.5, 10, 7.5, 10, NA, 10, 10, 10, 2.5, 10, 10, 10, 
    10, 7.5, 10, 10, 10, 10, 10, 10, 7.5, 10, 10, 10, 7.5, 10, 
    10, 7.5, 10, 7.5, 10, 10, 10, 10, 7.5, 10, NA, 10, 10, 7.5, 
    10, 10, 5, 7.5, 7.5, NA, 10, 10, 10, 10, 7.5, 7.5, 10, 7.5, 
    7.5, 7.5, 10, NA, 10, 10, 7.5, NA, 7.5, 10, 10, 7.5, 10, 
    7.5, 10, 7.5, 10, 7.5, 10, 10, 10, 10, NA, 10, 10, 10, 10, 
    7.5, 10, 10, 10, 7.5, 7.5, 10, 7.5, 5, 10, 7.5, 10, 10, 10, 
    10, 10, 7.5, 10, 10, 10, 5, 10, 10, NA, 10, 10, 10, 10, 7.5, 
    10, 10, NA, NA, 10, 10, 10, 7.5, NA, 10, 7.5, 10, 7.5, 10, 
    10, 7.5, 10, 7.5, 7.5, 7.5, 10, 10, 10, 10, 7.5, 7.5, 7.5, 
    7.5, 7.5, 7.5, 10, 10, 7.5, 10, 10, 7.5, 10, 7.5, 7.5, 10, 
    NA, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 2.5, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7.5, 10, 
    10, 10, 10, NA, 10, 10, 10, 10, 7.5, 10, 10, 2.5, 10, 7.5, 
    NA, 10, 10, 10, 10, 10, 5, 10, 10, 10, 5, 10, NA, 10, 10, 
    10, NA, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 7.5, 10, 10, 10, 10, 7.5, 10, 7.5, 
    5, 10, 5, 10, 10, 10, 10, 10, 0, 10, 10, 10, 7.5, 10, 10, 
    NA, 10, 7.5, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 5, 7.5, 
    10, 10, 10, 7.5, 10, 10, 10, 10, 10, 10, 5, 10, 10, 10, 10, 
    10, 7.5, 10, 10, 7.5, 7.5, 10, 10, 7.5, 10, 10, 7.5, 10, 
    7.5, 7.5, 10, NA, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 2.5, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 7.5, 10, 10, 10, 10, NA, 10, 10, 10, 10, 7.5, 10, 10, 
    2.5, 10, 7.5, NA, 10, 10, 10, 10, 10, 5, 10, 10, 10, 5, 10, 
    NA, 10, 10, 10, NA, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 7.5, 10, 10, 10, 10, 
    7.5, 10, 7.5, 5, 10, 5, 10, 10, 10, 10, 10, 0, 10, 10, 10, 
    7.5, 10, 10, NA, 10, 7.5, 10, 10, 10, 10, 10, NA, 10, 10, 
    10, 10, 5, 7.5, 10, 10, 10, 7.5, 10, 10, 10, 10, 10, 10, 
    5, 10, 10, 10, 10, 10, 7.5, 10, 10, 5, 5, 7.5, 10, 10, 10, 
    10, 10, 10, 5, 5, 10, NA, 10, 10, 10, NA, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 7.5, 10, 
    10, 2.5, 10, 7.5, NA, 10, 10, 10, 10, 10, 5, 10, 10, 10, 
    5, 10, NA, 10, 10, 10, NA, NA, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 7.5, 10, 7.5, 10, 7.5, 7.5, 5, 10, 10, 
    10, 7.5, 7.5, 10, 5, 2.5, 10, 2.5, 10, 10, 10, 10, 10, 0, 
    10, 10, 10, 5, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, NA, 
    10, 10, 10, 10, 5, 5, 10, 10, 10, 7.5, 10, 7.5, 7.5, 10, 
    10, 10, 5, 10, 10, 10, 10, 10, 5, 10, 10, 5, 5, 7.5, 10, 
    10, 10, 10, 10, 10, 5, 5, 10, NA, 10, 10, 10, NA, 10, 10, 
    10, 10, NA, 10, 10, 10, NA, 10, 10, NA, 10, 10, 10, 0, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 10, 10, 
    10, 10, 10, NA, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 7.5, 
    10, 10, 2.5, 10, 7.5, NA, 10, 10, 10, 10, 10, 5, 10, 10, 
    10, 5, 10, NA, 10, NA, 10, NA, NA, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 7.5, 10, 7.5, 10, 7.5, 7.5, 5, 10, 
    10, 10, 7.5, 7.5, 10, 5, 2.5, 10, 2.5, 10, 10, 10, 10, 10, 
    NA, 10, 10, 10, NA, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 
    NA, NA, NA, 10, 10, 5, 5, NA, 10, 10, NA, 10, 7.5, 7.5, 10, 
    10, 10, 5, 10, 10, 10, 10, 10, NA, 10, 10, 5, 5, 7.5, 10, 
    10, 10, 10, 10, 10, 5, 5, 10, NA, 10, 10, 10, NA, 10, 10, 
    10, 10, NA, 10, 10, 10, NA, 10, 10, NA, 10, 10, 10, 0, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 10, 10, 
    10, 10, 10, NA, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 7.5, 
    10, 10, 2.5, 10, 7.5, NA, 10, 10, 10, 10, 10, 5, 10, 10, 
    10, 5, 10, NA, 10, NA, 10, NA, NA, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 7.5, 10, 7.5, 10, 7.5, 7.5, 5, 10, 
    10, 10, 7.5, 7.5, 10, 5, 2.5, 10, 2.5, 10, 10, 10, 10, 10, 
    NA, 10, 10, 10, NA, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 
    NA, NA, NA, 10, 10, 5, 5, NA, 10, 10, NA, 10, 7.5, 7.5, 10, 
    10, 10, 5, 10, 10, 10, 10, 10, NA, 10, 10), pf_ss_women_inheritance_widows = c(5, 
    0, 5, 10, 10, 10, 10, 5, NA, 0, 0, NA, 10, 10, 10, 5, 5, 
    5, 5, 5, 5, 0, 10, 5, 5, 10, 5, 10, NA, 5, 0, 5, 5, 10, 5, 
    10, 10, 5, 10, 10, 10, 10, 10, 10, 0, 10, 10, 5, 5, 10, 10, 
    10, 0, 5, 10, 5, 5, 10, 10, 5, 10, 5, 5, 5, 10, 10, 5, 5, 
    0, 0, 10, 10, 10, 10, 10, 0, 10, 5, 10, 0, 5, 5, 10, 0, 5, 
    5, 0, 10, 10, 5, 5, 5, 0, 5, 10, 0, 5, 5, 5, 10, NA, 0, 5, 
    0, 5, 10, 10, 10, 5, 0, 0, 10, 0, 0, 10, 5, 5, 5, 5, 10, 
    10, 0, 10, 10, 5, 0, 5, 5, NA, 5, 5, 10, 10, 10, 5, 5, 0, 
    5, 0, 10, 10, 0, 10, 5, 0, 5, 5, 5, 5, 0, 10, 5, 10, 0, 10, 
    10, 5, 10, 5, 0, 5, 5, 5, 0, 5, 10, 10, 10, 10, 5, NA, 0, 
    0, NA, NA, 10, 10, 5, 5, 5, 5, 5, 5, 0, 10, 5, 5, 10, 5, 
    10, NA, 5, 0, 5, 5, 10, 5, 10, 10, 5, 10, 10, 10, 10, 10, 
    10, 0, 10, 10, 5, 5, 10, 10, 10, 0, 5, 10, 5, 5, 10, 10, 
    5, 10, 5, 5, 5, 10, 10, 5, 5, 0, NA, 10, 10, 10, 10, 10, 
    0, 10, 5, 10, 0, 5, 5, 10, 0, 5, 5, 0, 10, 10, 5, 5, 5, 0, 
    5, 10, 0, 5, 5, 5, 10, NA, 0, 5, 0, 5, 10, 10, 10, 5, 0, 
    0, 10, 0, 0, 10, 5, 5, 5, 5, 10, 10, 0, 10, 10, 5, 0, 5, 
    5, NA, 5, 5, 10, 10, 10, 5, 5, NA, 5, 0, 10, 10, 0, 10, 5, 
    0, 5, 5, 5, 5, 0, 10, 5, 10, 0, 10, 10, 5, 10, 5, 0, 5, 5, 
    5, 0, 5, 10, 10, 10, 10, 5, NA, 0, 0, NA, NA, 10, 10, 5, 
    5, 5, 5, 5, 5, 0, 10, 5, 5, 10, 5, 10, NA, 5, 0, 5, 5, 10, 
    5, 10, 10, 5, 10, 10, 10, 10, 10, 10, 0, 10, 10, 5, 5, 10, 
    10, 10, 0, 5, 10, 5, 5, 10, 10, 5, 10, 5, 5, 5, 10, 10, 5, 
    5, 0, NA, 10, 10, 10, 10, 10, 0, 10, 5, 10, 0, 5, 5, 10, 
    0, 5, 5, 0, 10, 10, 5, 5, 5, 0, 5, 10, 0, 5, 5, 5, 10, NA, 
    0, 5, 0, 5, 10, 10, 10, 5, 0, 0, 10, 0, 0, 10, 5, 5, 5, 5, 
    10, 10, 0, 10, 10, 5, 0, 5, 5, NA, 5, 5, 10, 10, 10, 5, 5, 
    NA, 5, 0, 10, 10, 0, 10, 5, 0, 5, 5, 5, 5, 0, 10, 5, 10, 
    0, 10, 10, 5, 10, 5, 0, 5, 5, 5, 0, 5, 10, 10, 10, 10, 5, 
    NA, 0, 0, NA, NA, 10, 10, 5, 5, 5, 5, 5, 5, 0, 10, 5, 5, 
    10, 5, 10, NA, 5, 0, 5, 5, 10, 5, 10, 10, 5, 10, 10, 10, 
    10, 10, 10, 0, 10, 10, 5, 5, 10, 10, 10, 0, 5, 10, 5, 5, 
    10, 10, 5, 10, 5, 5, 5, 10, 10, 5, 5, 0, NA, 10, 10, 10, 
    10, 10, 0, 10, 5, 10, 0, 5, NA, 10, 0, 5, NA, 0, 10, 10, 
    5, 5, 5, 0, 5, 10, 0, 5, 5, 5, 10, NA, 0, 5, 0, 5, 10, 10, 
    10, 5, 0, 0, 10, 0, 0, 10, 5, 5, 5, 5, 10, 10, 0, 10, 10, 
    5, 0, 5, 5, NA, 5, 5, 10, 10, 10, 5, 5, NA, 5, 0, 10, 10, 
    0, 10, 5, 0, 5, 5, 5, 5, 0, 10, 5, 10, 0, 10, 10, 5, 10, 
    5, 0, 5, 5, 10, 5, 5, 10, 10, 10, 10, 5, NA, 0, 5, NA, NA, 
    10, 10, 0, NA, 10, 5, 5, 5, 0, 10, 0, 0, 10, 5, 10, NA, 5, 
    0, 10, 5, 10, 0, 0, 10, 5, 10, 10, 10, 10, 10, 10, 0, 10, 
    10, 5, 5, 10, 10, 0, 0, 5, 10, 5, 10, 10, NA, 5, 10, 5, 5, 
    10, 10, 10, 5, 5, 5, NA, 10, 10, 10, 10, 10, 0, 10, 5, 10, 
    5, 5, NA, 10, 5, 5, NA, NA, 10, 10, 10, 0, 10, 5, 0, 10, 
    0, 10, 10, 10, 10, 10, 0, 0, 5, 5, 10, 10, 10, 5, 0, 5, 10, 
    0, 5, 10, 5, 10, 10, 10, 10, 10, 0, 10, 10, 5, 0, 5, 5, NA, 
    5, 5, 10, 10, 10, 10, 5, NA, 5, 5, 10, 10, 5, 10, 10, 0, 
    10, 5, 5, 10, 0, 10, 0, 10, 0, 10, 10, 10, 10, 5, 0, 5, 5, 
    10, 5, 5, 10, 10, 10, 10, 5, NA, 0, 5, NA, NA, 10, 10, 0, 
    NA, 10, 5, 5, 5, 0, 10, 0, 0, 10, 5, 10, NA, 5, 0, 10, 5, 
    10, 0, 0, 10, 5, 10, 10, 10, 10, 10, 10, 0, 10, 10, 5, 5, 
    10, 10, 0, 0, 5, 10, 5, 10, 10, NA, 5, 10, 5, 5, 10, 10, 
    10, 5, 5, 5, NA, 10, 10, 10, 10, 10, 0, 10, 5, 10, 5, 5, 
    NA, 10, 5, 5, NA, NA, 10, 10, 10, 0, 10, 5, 0, 10, 0, 10, 
    10, 10, 10, 10, 0, 0, 5, 5, 10, 10, 10, 5, 0, 5, 10, 0, 5, 
    10, 5, 10, 10, 10, 10, 10, 0, 10, 10, 5, 0, 5, 5, NA, 5, 
    5, 10, 10, 10, 10, 5, NA, 5, 5, 10, 10, 5, 10, 10, 0, 10, 
    5, 5, 10, 0, 10, 0, 10, 0, 10, 10, 10, 10, 5, 0, 5, 5, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA), pf_ss_women_inheritance_daughters = c(5, 
    0, 5, 10, 10, 10, 10, 10, NA, 0, 0, NA, 10, 10, 10, 5, 5, 
    5, 5, 5, 5, 0, 10, 5, 0, 10, 5, 10, NA, 5, 0, 5, 5, 10, 5, 
    5, 10, 5, 10, 10, 10, 10, 10, 10, 0, 10, 10, 5, 5, 10, 10, 
    5, 0, 5, 10, 5, 5, 10, 5, 0, 10, 5, 5, 10, 10, 10, 5, 5, 
    0, 0, 10, 10, 10, 10, 10, 0, 10, 5, 10, 0, 5, 5, 10, 0, 5, 
    5, 0, 10, 10, 5, 5, 5, 0, 5, 10, 0, 5, 5, 5, 10, NA, 0, 5, 
    5, 5, 10, 10, 10, 5, 0, 0, 10, 0, 0, 10, 5, 5, 5, 5, 10, 
    10, 0, 10, 10, 5, 0, 5, 10, NA, 5, 5, 10, 10, 10, 10, 5, 
    0, 5, 5, 10, 5, 0, 10, 5, 0, 5, 5, 5, 5, 0, 10, 5, 10, 0, 
    10, 10, 5, 10, 5, 0, 5, 5, 5, 0, 5, 10, 10, 10, 10, 10, NA, 
    0, 0, NA, NA, 10, 10, 5, 5, 5, 5, 5, 5, 0, 10, 5, 0, 10, 
    5, 10, NA, 5, 0, 5, 5, 10, 5, 5, 10, 5, 10, 10, 10, 10, 10, 
    10, 0, 10, 10, 5, 5, 10, 10, 5, 0, 5, 10, 5, 5, 10, 5, 0, 
    10, 5, 5, 10, 10, 10, 5, 5, 0, NA, 10, 10, 10, 10, 10, 0, 
    10, 5, 10, 0, 5, 5, 10, 0, 5, 5, 0, 10, 10, 5, 5, 5, 0, 5, 
    10, 0, 5, 5, 5, 10, NA, 0, 5, 5, 5, 10, 10, 10, 5, 0, 0, 
    10, 0, 0, 10, 5, 5, 5, 5, 10, 10, 0, 10, 10, 5, 0, 5, 10, 
    NA, 5, 5, 10, 10, 10, 10, 5, NA, 5, 5, 10, 5, 0, 10, 5, 0, 
    5, 5, 5, 5, 0, 10, 5, 10, 0, 10, 10, 5, 10, 5, 0, 5, 5, 5, 
    0, 5, 10, 10, 10, 10, 10, NA, 0, 0, NA, NA, 10, 10, 5, 5, 
    5, 5, 5, 5, 0, 10, 5, 0, 10, 5, 10, NA, 5, 0, 5, 5, 10, 5, 
    5, 10, 5, 10, 10, 10, 10, 10, 10, 0, 10, 10, 5, 5, 10, 10, 
    5, 0, 5, 10, 5, 5, 10, 5, 0, 10, 5, 5, 10, 10, 10, 5, 5, 
    0, NA, 10, 10, 10, 10, 10, 0, 10, 5, 10, 0, 5, 5, 10, 0, 
    5, 5, 0, 10, 10, 5, 5, 5, 0, 5, 10, 0, 5, 5, 5, 10, NA, 0, 
    5, 5, 5, 10, 10, 10, 5, 0, 0, 10, 0, 0, 10, 5, 5, 5, 5, 10, 
    10, 0, 10, 10, 5, 0, 5, 10, NA, 5, 5, 10, 10, 10, 10, 5, 
    NA, 5, 5, 10, 5, 0, 10, 5, 0, 5, 5, 5, 5, 0, 10, 5, 10, 0, 
    10, 10, 5, 10, 5, 0, 5, 5, 5, 0, 5, 10, 10, 10, 10, 10, NA, 
    0, 0, NA, NA, 10, 10, 5, 5, 5, 5, 5, 5, 0, 10, 5, 0, 10, 
    5, 10, NA, 5, 0, 5, 5, 10, 5, 5, 10, 5, 10, 10, 10, 10, 10, 
    10, 0, 10, 10, 5, 5, 10, 10, 5, 0, 5, 10, 5, 5, 10, 5, 0, 
    10, 5, 5, 10, 10, 10, 5, 5, 0, NA, 10, 10, 10, 10, 10, 0, 
    10, 5, 10, 0, 5, NA, 10, 0, 5, NA, 0, 10, 10, 5, 5, 5, 0, 
    5, 10, 0, 5, 5, 5, 10, NA, 0, 5, 5, 5, 10, 10, 10, 5, 0, 
    0, 10, 0, 0, 10, 5, 5, 5, 5, 10, 10, 0, 10, 10, 5, 0, 5, 
    10, NA, 5, 5, 10, 10, 10, 10, 5, NA, 5, 5, 10, 5, 0, 10, 
    5, 0, 5, 5, 5, 5, 0, 10, 5, 10, 0, 10, 10, 5, 10, 5, 0, 5, 
    5, 5, 5, 5, 10, 10, 10, 10, 5, NA, 0, 5, NA, NA, 10, 10, 
    5, NA, 10, 5, 5, 10, 0, 10, 0, 0, 10, 5, 10, NA, 5, 0, 10, 
    5, 10, 10, 5, 10, 5, 10, 10, 10, 10, 10, 10, 0, 10, 10, 5, 
    5, 10, 10, 0, 0, 5, 10, 5, 10, 10, NA, 0, 10, 5, 10, 10, 
    10, 10, 5, 5, 0, NA, 10, 10, 10, 10, 10, 0, 10, 5, 10, 0, 
    5, NA, 10, 5, 0, NA, NA, 10, 10, 10, 0, 10, 5, 0, 10, 0, 
    10, 10, 5, 10, 10, 0, 0, 10, 5, 10, 10, 10, 5, 0, 0, 10, 
    0, 5, 10, 5, 10, 10, 10, 10, 10, 0, 10, 10, 5, 0, 5, 5, NA, 
    5, 5, 10, 10, 10, 10, 5, NA, 5, 0, 10, 10, 5, 10, 5, 0, 10, 
    5, 5, 10, 0, 10, 0, 10, 0, 10, 10, 10, 10, 5, 0, 10, 5, 5, 
    5, 5, 10, 10, 10, 10, 5, NA, 0, 5, NA, NA, 10, 10, 5, NA, 
    10, 5, 5, 10, 0, 10, 0, 0, 10, 5, 10, NA, 5, 0, 10, 5, 10, 
    10, 5, 10, 5, 10, 10, 10, 10, 10, 10, 0, 10, 10, 5, 5, 10, 
    10, 0, 0, 5, 10, 5, 10, 10, NA, 0, 10, 5, 10, 10, 10, 10, 
    5, 5, 0, NA, 10, 10, 10, 10, 10, 0, 10, 5, 10, 0, 5, NA, 
    10, 5, 0, NA, NA, 10, 10, 10, 0, 10, 5, 0, 10, 0, 10, 10, 
    5, 10, 10, 0, 0, 10, 5, 10, 10, 10, 5, 0, 0, 10, 0, 5, 10, 
    5, 10, 10, 10, 10, 10, 0, 10, 10, 5, 0, 5, 5, NA, 5, 5, 10, 
    10, 10, 10, 5, NA, 5, 0, 10, 10, 5, 10, 5, 0, 10, 5, 5, 10, 
    0, 10, 0, 10, 0, 10, 10, 10, 10, 5, 0, 10, 5, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA), pf_ss_women_inheritance = c(5, 0, 5, 10, 10, 
    10, 10, 7.5, NA, 0, 0, NA, 10, 10, 10, 5, 5, 5, 5, 5, 5, 
    0, 10, 5, 2.5, 10, 5, 10, NA, 5, 0, 5, 5, 10, 5, 7.5, 10, 
    5, 10, 10, 10, 10, 10, 10, 0, 10, 10, 5, 5, 10, 10, 7.5, 
    0, 5, 10, 5, 5, 10, 7.5, 2.5, 10, 5, 5, 7.5, 10, 10, 5, 5, 
    0, 0, 10, 10, 10, 10, 10, 0, 10, 5, 10, 0, 5, 5, 10, 0, 5, 
    5, 0, 10, 10, 5, 5, 5, 0, 5, 10, 0, 5, 5, 5, 10, NA, 0, 5, 
    2.5, 5, 10, 10, 10, 5, 0, 0, 10, 0, 0, 10, 5, 5, 5, 5, 10, 
    10, 0, 10, 10, 5, 0, 5, 7.5, NA, 5, 5, 10, 10, 10, 7.5, 5, 
    0, 5, 2.5, 10, 7.5, 0, 10, 5, 0, 5, 5, 5, 5, 0, 10, 5, 10, 
    0, 10, 10, 5, 10, 5, 0, 5, 5, 5, 0, 5, 10, 10, 10, 10, 7.5, 
    NA, 0, 0, NA, NA, 10, 10, 5, 5, 5, 5, 5, 5, 0, 10, 5, 2.5, 
    10, 5, 10, NA, 5, 0, 5, 5, 10, 5, 7.5, 10, 5, 10, 10, 10, 
    10, 10, 10, 0, 10, 10, 5, 5, 10, 10, 7.5, 0, 5, 10, 5, 5, 
    10, 7.5, 2.5, 10, 5, 5, 7.5, 10, 10, 5, 5, 0, NA, 10, 10, 
    10, 10, 10, 0, 10, 5, 10, 0, 5, 5, 10, 0, 5, 5, 0, 10, 10, 
    5, 5, 5, 0, 5, 10, 0, 5, 5, 5, 10, NA, 0, 5, 2.5, 5, 10, 
    10, 10, 5, 0, 0, 10, 0, 0, 10, 5, 5, 5, 5, 10, 10, 0, 10, 
    10, 5, 0, 5, 7.5, NA, 5, 5, 10, 10, 10, 7.5, 5, NA, 5, 2.5, 
    10, 7.5, 0, 10, 5, 0, 5, 5, 5, 5, 0, 10, 5, 10, 0, 10, 10, 
    5, 10, 5, 0, 5, 5, 5, 0, 5, 10, 10, 10, 10, 7.5, NA, 0, 0, 
    NA, NA, 10, 10, 5, 5, 5, 5, 5, 5, 0, 10, 5, 2.5, 10, 5, 10, 
    NA, 5, 0, 5, 5, 10, 5, 7.5, 10, 5, 10, 10, 10, 10, 10, 10, 
    0, 10, 10, 5, 5, 10, 10, 7.5, 0, 5, 10, 5, 5, 10, 7.5, 2.5, 
    10, 5, 5, 7.5, 10, 10, 5, 5, 0, NA, 10, 10, 10, 10, 10, 0, 
    10, 5, 10, 0, 5, 5, 10, 0, 5, 5, 0, 10, 10, 5, 5, 5, 0, 5, 
    10, 0, 5, 5, 5, 10, NA, 0, 5, 2.5, 5, 10, 10, 10, 5, 0, 0, 
    10, 0, 0, 10, 5, 5, 5, 5, 10, 10, 0, 10, 10, 5, 0, 5, 7.5, 
    NA, 5, 5, 10, 10, 10, 7.5, 5, NA, 5, 2.5, 10, 7.5, 0, 10, 
    5, 0, 5, 5, 5, 5, 0, 10, 5, 10, 0, 10, 10, 5, 10, 5, 0, 5, 
    5, 5, 0, 5, 10, 10, 10, 10, 7.5, NA, 0, 0, NA, NA, 10, 10, 
    5, 5, 5, 5, 5, 5, 0, 10, 5, 2.5, 10, 5, 10, NA, 5, 0, 5, 
    5, 10, 5, 7.5, 10, 5, 10, 10, 10, 10, 10, 10, 0, 10, 10, 
    5, 5, 10, 10, 7.5, 0, 5, 10, 5, 5, 10, 7.5, 2.5, 10, 5, 5, 
    7.5, 10, 10, 5, 5, 0, NA, 10, 10, 10, 10, 10, 0, 10, 5, 10, 
    0, 5, NA, 10, 0, 5, NA, 0, 10, 10, 5, 5, 5, 0, 5, 10, 0, 
    5, 5, 5, 10, NA, 0, 5, 2.5, 5, 10, 10, 10, 5, 0, 0, 10, 0, 
    0, 10, 5, 5, 5, 5, 10, 10, 0, 10, 10, 5, 0, 5, 7.5, NA, 5, 
    5, 10, 10, 10, 7.5, 5, NA, 5, 2.5, 10, 7.5, 0, 10, 5, 0, 
    5, 5, 5, 5, 0, 10, 5, 10, 0, 10, 10, 5, 10, 5, 0, 5, 5, 7.5, 
    5, 5, 10, 10, 10, 10, 5, NA, 0, 5, NA, NA, 10, 10, 2.5, NA, 
    10, 5, 5, 7.5, 0, 10, 0, 0, 10, 5, 10, NA, 5, 0, 10, 5, 10, 
    5, 2.5, 10, 5, 10, 10, 10, 10, 10, 10, 0, 10, 10, 5, 5, 10, 
    10, 0, 0, 5, 10, 5, 10, 10, NA, 2.5, 10, 5, 7.5, 10, 10, 
    10, 5, 5, 2.5, NA, 10, 10, 10, 10, 10, 0, 10, 5, 10, 2.5, 
    5, NA, 10, 5, 2.5, NA, NA, 10, 10, 10, 0, 10, 5, 0, 10, 0, 
    10, 10, 7.5, 10, 10, 0, 0, 7.5, 5, 10, 10, 10, 5, 0, 2.5, 
    10, 0, 5, 10, 5, 10, 10, 10, 10, 10, 0, 10, 10, 5, 0, 5, 
    5, NA, 5, 5, 10, 10, 10, 10, 5, NA, 5, 2.5, 10, 10, 5, 10, 
    7.5, 0, 10, 5, 5, 10, 0, 10, 0, 10, 0, 10, 10, 10, 10, 5, 
    0, 7.5, 5, 7.5, 5, 5, 10, 10, 10, 10, 5, NA, 0, 5, NA, NA, 
    10, 10, 2.5, NA, 10, 5, 5, 7.5, 0, 10, 0, 0, 10, 5, 10, NA, 
    5, 0, 10, 5, 10, 5, 2.5, 10, 5, 10, 10, 10, 10, 10, 10, 0, 
    10, 10, 5, 5, 10, 10, 0, 0, 5, 10, 5, 10, 10, NA, 2.5, 10, 
    5, 7.5, 10, 10, 10, 5, 5, 2.5, NA, 10, 10, 10, 10, 10, 0, 
    10, 5, 10, 2.5, 5, NA, 10, 5, 2.5, NA, NA, 10, 10, 10, 0, 
    10, 5, 0, 10, 0, 10, 10, 7.5, 10, 10, 0, 0, 7.5, 5, 10, 10, 
    10, 5, 0, 2.5, 10, 0, 5, 10, 5, 10, 10, 10, 10, 10, 0, 10, 
    10, 5, 0, 5, 5, NA, 5, 5, 10, 10, 10, 10, 5, NA, 5, 2.5, 
    10, 10, 5, 10, 7.5, 0, 10, 5, 5, 10, 0, 10, 0, 10, 0, 10, 
    10, 10, 10, 5, 0, 7.5, 5, 10, 5, 5, 10, 10, 10, 10, 10, NA, 
    5, 5, NA, NA, 10, 10, 5, NA, 10, 10, 5, 10, 0, 10, 5, 5, 
    10, 5, 10, NA, 5, 0, 10, 10, 10, 10, 5, 10, 5, 10, NA, 10, 
    10, 10, 10, 5, 10, 10, 5, 10, 10, 10, 0, 5, 10, 10, 5, 10, 
    10, NA, 0, 10, 5, 10, 10, 10, 10, 5, 5, 5, NA, 10, 10, 10, 
    10, 10, 5, 10, 5, 10, 5, 5, NA, 10, 5, 0, NA, NA, 10, 10, 
    5, 10, 5, 5, 0, 10, 5, 10, 10, 10, 10, 10, 5, 0, 10, 0, 5, 
    10, 10, 10, 5, 5, 10, 5, 5, NA, 10, 10, 10, 10, 10, 10, 0, 
    10, 10, 5, 5, 5, 5, NA, 0, 10, 10, 10, 0, 10, 5, NA, 5, 5, 
    10, 10, 5, 5, 5, 5, 10, 5, 0, 5, 5, 10, 0, 10, 5, 10, 10, 
    10, 10, 10, 5, 0, 5, 10, 5, 5, 10, 10, 10, 10, 10, NA, 5, 
    5, NA, NA, 10, 10, 5, NA, 10, 10, 5, 10, NA, 10, 5, 5, NA, 
    5, 10, NA, 5, 0, 10, 10, 10, 10, 5, 10, 5, 10, NA, 10, 10, 
    10, 10, 5, 10, 10, 5, 10, 10, 10, 0, NA, 10, 10, 5, 10, 10, 
    NA, 0, 10, 5, 10, 10, 10, 10, 5, 5, 5, NA, 10, 10, 10, 10, 
    10, 5, 10, 5, 10, 5, 5, NA, 10, NA, 0, NA, NA, 10, 10, 5, 
    10, 5, 5, 0, 10, 5, 10, 10, 10, 10, 10, 5, 0, 10, 0, 5, 10, 
    10, 10, 5, 5, 10, 5, 5, NA, 10, 10, 10, 10, 10, 10, NA, 10, 
    10, 5, NA, 5, 5, NA, 0, 10, 10, 10, 0, 10, 5, NA, NA, NA, 
    10, 10, 5, 5, NA, 5, 10, NA, 0, 5, 5, 10, 0, 10, 5, 10, 10, 
    10, 10, 10, NA, 0, 5, 10, 5, 5, 10, 10, 10, 10, 10, NA, 5, 
    5, NA, NA, 10, 10, 5, NA, 10, 10, 5, 10, NA, 10, 5, 5, NA, 
    5, 10, NA, 5, 0, 10, 10, 10, 10, 5, 10, 5, 10, NA, 10, 10, 
    10, 10, 5, 10, 10, 5, 10, 10, 10, 0, NA, 10, 10, 5, 10, 10, 
    NA, 0, 10, 5, 10, 10, 10, 10, 5, 5, 5, NA, 10, 10, 10, 10, 
    10, 5, 10, 5, 10, 5, 5, NA, 10, NA, 0, NA, NA, 10, 10, 5, 
    10, 5, 5, 0, 10, 5, 10, 10, 10, 10, 10, 5, 0, 10, 0, 5, 10, 
    10, 10, 5, 5, 10, 5, 5, NA, 10, 10, 10, 10, 10, 10, NA, 10, 
    10, 5, NA, 5, 5, NA, 0, 10, 10, 10, 0, 10, 5, NA, NA, NA, 
    10, 10, 5, 5, NA, 5, 10, NA, 0, 5, 5, 10, 0, 10, 5, 10, 10, 
    10, 10, 10, NA, 0, 5), pf_ss_women = c(7.5, 5.8333333329999997, 
    8.3333333330000006, 10, 8.3333333330000006, 10, 10, 8.3333333330000006, 
    NA, 5.8333333329999997, 5.8333333329999997, NA, 10, 10, 10, 
    7.0666666669999998, 7.5, 8.3333333330000006, 8.3333333330000006, 
    7.5, 8.3333333330000006, 0, 10, 5.7999999999999998, 6.6666666670000003, 
    10, 7.4666666670000001, 10, NA, 7.5333333329999999, 5.2000000000000002, 
    8.3333333330000006, 5.8333333329999997, 10, 8.3333333330000006, 
    9.1666666669999994, 10, 6.2999999999999998, 10, 10, 10, 10, 
    10, 10, 2.7999999999999998, 10, 10, 5.8666666669999996, 7.5, 
    10, 10, 8.3333333330000006, 4.1333333330000004, 7.5, 10, 
    8.1999999999999993, 8.3333333330000006, 10, 5.1333333330000004, 
    5.8333333329999997, 10, 8.3333333330000006, 8.3333333330000006, 
    8.3333333330000006, 10, 10, 6.6666666670000003, 7.5, 5.8333333329999997, 
    5.8333333329999997, 10, 10, 10, 10, 9.1666666669999994, 5.8333333329999997, 
    10, 6.5999999999999996, 9.1666666669999994, 5.8333333329999997, 
    8.3333333330000006, 8.3333333330000006, 10, 6.6666666670000003, 
    7.5, 6.4000000000000004, 5.8333333329999997, 10, 10, 7.5, 
    8.3333333330000006, 7.5, 6.6666666670000003, 4.5333333329999999, 
    10, 3.4333333330000002, 8.3333333330000006, 8.3333333330000006, 
    8.3333333330000006, 10, NA, 6.6666666670000003, 8.3333333330000006, 
    7.5, 8.3333333330000006, 9.1666666669999994, 10, 10, 8.3333333330000006, 
    5.766666667, 4.8333333329999997, 10, 5.8333333329999997, 
    5, 10, 7.5, 8.3333333330000006, 8.3333333330000006, 8.3333333330000006, 
    10, 10, 5.8333333329999997, 10, 10, 8.3333333330000006, 5, 
    7.4666666670000001, 9.1666666669999994, NA, 5.4000000000000004, 
    8.3333333330000006, 10, 10, 9.1666666669999994, 9.1666666669999994, 
    8.3333333330000006, 3.733333333, 5, 7.5, 10, 9.1666666669999994, 
    5.8333333329999997, 10, 8.3333333330000006, 5.3333333329999997, 
    8.3333333330000006, 7.5, 8.1999999999999993, 8.3333333330000006, 
    5.8333333329999997, 10, 7.4666666670000001, 9.1666666669999994, 
    5.8333333329999997, 10, 10, 8.3333333330000006, 10, 7.5, 
    4.5666666669999998, 7.4666666670000001, 7.5, 7.5, 5.8333333329999997, 
    8.3333333330000006, 10, 8.3333333330000006, 10, 10, 8.3333333330000006, 
    NA, 5.8333333329999997, 5.8333333329999997, NA, NA, 10, 10, 
    7.0666666669999998, 7.5, 8.3333333330000006, 8.3333333330000006, 
    7.5, 8.3333333330000006, 0, 10, 5.7999999999999998, 6.6666666670000003, 
    10, 7.4666666670000001, 10, NA, 7.5333333329999999, 5.2000000000000002, 
    8.3333333330000006, 5.8333333329999997, 10, 8.3333333330000006, 
    9.1666666669999994, 10, 6.2999999999999998, 10, 10, 10, 10, 
    10, 10, 2.7999999999999998, 10, 10, 5.8666666669999996, 7.5, 
    10, 10, 8.3333333330000006, 4.1333333330000004, 7.5, 10, 
    8.1999999999999993, 8.3333333330000006, 10, 5.1333333330000004, 
    5.8333333329999997, 10, 8.3333333330000006, 8.3333333330000006, 
    8.3333333330000006, 10, 10, 6.6666666670000003, 7.5, 5.8333333329999997, 
    NA, 10, 10, 10, 10, 9.1666666669999994, 5.8333333329999997, 
    10, 6.5999999999999996, 9.1666666669999994, 5.8333333329999997, 
    8.3333333330000006, 8.3333333330000006, 10, 6.6666666670000003, 
    7.5, 6.4000000000000004, 5.8333333329999997, 10, 10, 7.5, 
    8.3333333330000006, 7.5, 6.6666666670000003, 4.5333333329999999, 
    10, 3.4333333330000002, 8.3333333330000006, 8.3333333330000006, 
    8.3333333330000006, 10, NA, 6.6666666670000003, 8.3333333330000006, 
    7.5, 8.3333333330000006, 9.1666666669999994, 10, 10, 8.3333333330000006, 
    5.766666667, 4.8333333329999997, 10, 5.8333333329999997, 
    5, 10, 7.5, 8.3333333330000006, 8.3333333330000006, 8.3333333330000006, 
    10, 10, 5.8333333329999997, 10, 10, 8.3333333330000006, 5, 
    7.4666666670000001, 9.1666666669999994, NA, 5.4000000000000004, 
    8.3333333330000006, 10, 10, 9.1666666669999994, 9.1666666669999994, 
    8.3333333330000006, NA, 5, 7.5, 10, 9.1666666669999994, 5.8333333329999997, 
    10, 8.3333333330000006, 5.3333333329999997, 8.3333333330000006, 
    7.5, 8.1999999999999993, 8.3333333330000006, 5.8333333329999997, 
    10, 7.4666666670000001, 9.1666666669999994, 5.8333333329999997, 
    10, 10, 8.3333333330000006, 10, 7.5, 4.5666666669999998, 
    7.4666666670000001, 7.5, 7.5, 5.8333333329999997, 8.3333333330000006, 
    10, 8.3333333330000006, 10, 10, 8.3333333330000006, NA, 5.8333333329999997, 
    5.8333333329999997, NA, NA, 10, 10, 7.0666666669999998, 7.5, 
    8.3333333330000006, 8.3333333330000006, 7.5, 8.3333333330000006, 
    0, 10, 5.7999999999999998, 6.6666666670000003, 10, 7.4666666670000001, 
    10, NA, 7.5333333329999999, 5.2000000000000002, 8.3333333330000006, 
    5.8333333329999997, 10, 8.3333333330000006, 9.1666666669999994, 
    10, 6.2999999999999998, 10, 10, 10, 10, 10, 10, 2.7999999999999998, 
    10, 10, 5.8666666669999996, 7.5, 10, 10, 8.3333333330000006, 
    4.1333333330000004, 7.5, 10, 8.1999999999999993, 8.3333333330000006, 
    10, 5.1333333330000004, 5.8333333329999997, 10, 8.3333333330000006, 
    8.3333333330000006, 8.3333333330000006, 10, 10, 6.6666666670000003, 
    7.5, 5.8333333329999997, NA, 10, 10, 10, 10, 9.1666666669999994, 
    5.8333333329999997, 10, 6.5999999999999996, 9.1666666669999994, 
    5.8333333329999997, 8.3333333330000006, 8.3333333330000006, 
    10, 6.6666666670000003, 7.5, 6.4000000000000004, 5.8333333329999997, 
    10, 10, 7.5, 8.3333333330000006, 7.5, 6.6666666670000003, 
    4.5333333329999999, 10, 3.4333333330000002, 8.3333333330000006, 
    8.3333333330000006, 8.3333333330000006, 10, NA, 6.6666666670000003, 
    8.3333333330000006, 7.5, 8.3333333330000006, 9.1666666669999994, 
    10, 10, 8.3333333330000006, 5.766666667, 4.8333333329999997, 
    10, 5.8333333329999997, 5, 10, 7.5, 8.3333333330000006, 8.3333333330000006, 
    8.3333333330000006, 10, 10, 5.8333333329999997, 10, 10, 8.3333333330000006, 
    5, 7.4666666670000001, 9.1666666669999994, NA, 5.4000000000000004, 
    8.3333333330000006, 10, 10, 9.1666666669999994, 9.1666666669999994, 
    8.3333333330000006, NA, 5, 7.5, 10, 9.1666666669999994, 5.8333333329999997, 
    10, 8.3333333330000006, 5.3333333329999997, 8.3333333330000006, 
    7.5, 8.1999999999999993, 8.3333333330000006, 5.8333333329999997, 
    10, 7.4666666670000001, 9.1666666669999994, 5.8333333329999997, 
    10, 10, 8.3333333330000006, 10, 7.5, 4.5666666669999998, 
    7.4666666670000001, 7.5, 7.5, 5.8333333329999997, 8.3333333330000006, 
    10, 8.3333333330000006, 10, 10, 8.3333333330000006, NA, 5.8333333329999997, 
    5.8333333329999997, NA, NA, 10, 10, 7.0666666669999998, 7.5, 
    8.3333333330000006, 8.3333333330000006, 7.5, 8.3333333330000006, 
    0, 10, 5.7999999999999998, 6.6666666670000003, 10, 7.4666666670000001, 
    10, NA, 7.5333333329999999, 5.2000000000000002, 8.3333333330000006, 
    5.8333333329999997, 10, 8.3333333330000006, 9.1666666669999994, 
    10, 6.2999999999999998, 10, 10, 10, 10, 10, 10, 2.7999999999999998, 
    10, 10, 5.8666666669999996, 7.5, 10, 10, 8.3333333330000006, 
    4.1333333330000004, 7.5, 10, 8.1999999999999993, 8.3333333330000006, 
    10, 5.1333333330000004, 5.8333333329999997, 10, 8.3333333330000006, 
    8.3333333330000006, 8.3333333330000006, 10, 10, 6.6666666670000003, 
    7.5, 5.8333333329999997, NA, 10, 10, 10, 10, 9.1666666669999994, 
    5.8333333329999997, 10, 6.5999999999999996, 9.1666666669999994, 
    5.8333333329999997, 8.3333333330000006, NA, 10, 6.6666666670000003, 
    7.5, NA, 5.8333333329999997, 10, 10, 7.5, 8.3333333330000006, 
    7.5, 6.6666666670000003, 4.5333333329999999, 10, 3.4333333330000002, 
    8.3333333330000006, 8.3333333330000006, 8.3333333330000006, 
    10, NA, 6.6666666670000003, 8.3333333330000006, 7.5, 8.3333333330000006, 
    9.1666666669999994, 10, 10, 8.3333333330000006, 5.766666667, 
    4.8333333329999997, 10, 5.8333333329999997, 5, 10, 7.5, 8.3333333330000006, 
    8.3333333330000006, 8.3333333330000006, 10, 10, 5.8333333329999997, 
    10, 10, 8.3333333330000006, 5, 7.4666666670000001, 9.1666666669999994, 
    NA, 5.4000000000000004, 8.3333333330000006, 10, 10, 9.1666666669999994, 
    9.1666666669999994, 8.3333333330000006, NA, 5, 7.5, 10, 9.1666666669999994, 
    5.8333333329999997, 10, 8.3333333330000006, 5.3333333329999997, 
    8.3333333330000006, 7.5, 8.1999999999999993, 8.3333333330000006, 
    5.8333333329999997, 10, 7.4666666670000001, 9.1666666669999994, 
    5.8333333329999997, 10, 10, 8.3333333330000006, 10, 7.5, 
    4.5666666669999998, 7.4666666670000001, 7.5, 8.3333333330000006, 
    7.5, 8.3333333330000006, 10, 9.1666666669999994, 9.8333333330000006, 
    9.8333333330000006, 7.5, 10, 5.8333333329999997, 7.5, 10, 
    NA, 9.8333333330000006, 10, 7.0666666669999998, NA, 10, 8.3333333330000006, 
    8.3333333330000006, 9.1666666669999994, 6.3333333329999997, 
    10, 4.233333333, 6.6666666670000003, 10, 8.3000000000000007, 
    9.8333333330000006, 10, 7.4666666670000001, 5.1666666670000003, 
    10, 5.8333333329999997, 10, 8.3333333330000006, 7.1666666670000003, 
    10, 7.1333333330000004, 10, 10, 10, 9.8333333330000006, 10, 
    10, 3.6333333329999999, 10, 10, 5.8666666669999996, 8.3333333330000006, 
    10, 9.8333333330000006, 6.6666666670000003, 4.0666666669999998, 
    7.5, 9.8333333330000006, 8.1999999999999993, 10, 10, NA, 
    6, 10, 8.3333333330000006, 9.1666666669999994, 9.1666666669999994, 
    9.8333333330000006, 10, 5.8333333329999997, 8.3333333330000006, 
    6.6666666670000003, NA, 10, 9.8333333330000006, 9.8333333330000006, 
    10, 10, 4.8333333329999997, 10, 7.4333333330000002, 10, 5.8333333329999997, 
    8.3333333330000006, NA, 10, 8.3333333330000006, 5.8333333329999997, 
    NA, NA, 10, 10, 10, 6.6666666670000003, 9.8333333330000006, 
    8.3333333330000006, 3.8333333330000001, 10, 4.266666667, 
    10, 9.8333333330000006, 9.1666666669999994, 10, 10, 6.6666666670000003, 
    6.6666666670000003, 9.1666666669999994, 8.3333333330000006, 
    9.1666666669999994, 9.8333333330000006, 10, 8.3333333330000006, 
    6.5999999999999996, 5.6666666670000003, 9.8333333330000006, 
    5.5, 6.6666666670000003, 10, 6.6666666670000003, 10, 10, 
    10, 10, 10, 2.3333333330000001, 10, 10, 8.3333333330000006, 
    5.5, 7.4000000000000004, 8.3333333330000006, NA, 5.2000000000000002, 
    7.5, 10, 10, 10, 9.8333333330000006, 8.3333333330000006, 
    NA, 8.3333333330000006, 7.5, 9.8333333330000006, 9.8333333330000006, 
    6.6666666670000003, 9.1666666669999994, 9.1666666669999994, 
    6.1666666670000003, 10, 7.5, 8.1333333329999995, 10, 6.6666666670000003, 
    9.8333333330000006, 6.6333333330000004, 10, 2.5, 9.8333333330000006, 
    9.8333333330000006, 10, 10, 8.3333333330000006, 4.5666666669999998, 
    9.1666666669999994, 7.5, 8.3333333330000006, 7.5, 8.3333333330000006, 
    10, 9.1666666669999994, 9.8333333330000006, 9.8333333330000006, 
    7.5, 10, 5.8333333329999997, 7.5, 10, NA, 9.8333333330000006, 
    10, 7.0666666669999998, NA, 10, 8.3333333330000006, 8.3333333330000006, 
    9.1666666669999994, 6.3333333329999997, 10, 4.233333333, 
    6.6666666670000003, 10, 8.3000000000000007, 9.8333333330000006, 
    10, 7.4666666670000001, 5.1666666670000003, 10, 5.8333333329999997, 
    10, 8.3333333330000006, 7.1666666670000003, 10, 7.1333333330000004, 
    10, 10, 10, 9.8333333330000006, 10, 10, 3.6333333329999999, 
    10, 10, 5.8666666669999996, 8.3333333330000006, 10, 9.8333333330000006, 
    6.6666666670000003, 4.0666666669999998, 7.5, 9.8333333330000006, 
    8.1999999999999993, 10, 10, NA, 6, 10, 8.3333333330000006, 
    9.1666666669999994, 9.1666666669999994, 9.8333333330000006, 
    10, 5.8333333329999997, 8.3333333330000006, 6.6666666670000003, 
    NA, 10, 9.8333333330000006, 9.8333333330000006, 10, 10, 4.8333333329999997, 
    10, 7.4333333330000002, 10, 5.8333333329999997, 8.3333333330000006, 
    NA, 10, 8.3333333330000006, 5.8333333329999997, NA, NA, 10, 
    10, 10, 6.6666666670000003, 9.8333333330000006, 8.3333333330000006, 
    3.8333333330000001, 10, 4.266666667, 10, 9.8333333330000006, 
    9.1666666669999994, 10, 10, 6.6666666670000003, 6.6666666670000003, 
    9.1666666669999994, 8.3333333330000006, 9.1666666669999994, 
    9.8333333330000006, 10, 8.3333333330000006, 6.5999999999999996, 
    5.6666666670000003, 9.8333333330000006, 5.5, 6.6666666670000003, 
    10, 6.6666666670000003, 10, 10, 10, 10, 10, 2.3333333330000001, 
    10, 10, 8.3333333330000006, 5.5, 7.4000000000000004, 8.3333333330000006, 
    NA, 5.2000000000000002, 7.5, 10, 10, 10, 9.8333333330000006, 
    8.3333333330000006, NA, 8.3333333330000006, 7.5, 9.8333333330000006, 
    9.8333333330000006, 6.6666666670000003, 9.1666666669999994, 
    9.1666666669999994, 6.1666666670000003, 10, 7.5, 8.1333333329999995, 
    10, 6.6666666670000003, 9.8333333330000006, 6.6333333330000004, 
    10, 2.5, 9.8333333330000006, 9.8333333330000006, 10, 10, 
    8.3333333330000006, 4.5666666669999998, 9.1666666669999994, 
    7.5, 8.3333333330000006, 6.6666666670000003, 7.5, 10, 10, 
    9.8333333330000006, 9.8333333330000006, 10, 10, 6.6666666670000003, 
    6.6666666670000003, 10, NA, 9.8333333330000006, 10, 7.766666667, 
    NA, 10, 10, 8.3333333330000006, 10, 6.3333333329999997, 10, 
    5.766666667, 8.3333333330000006, 10, 7.6666666670000003, 
    9.8333333330000006, 10, 7, 5.4666666670000001, 10, 6.6666666670000003, 
    10, 9.8333333330000006, 8, 10, 6.8333333329999997, 10, 10, 
    10, 9.8333333330000006, 10, 10, 3.6666666669999999, 10, 10, 
    5.6666666670000003, 10, 10, 9.8333333330000006, 6.6666666670000003, 
    6, 10, 9.8333333330000006, 7.6666666670000003, 10, 10, NA, 
    5, 10, 8.3333333330000006, 10, 9.1666666669999994, 9.8333333330000006, 
    10, 5.8333333329999997, 8, 7.5, NA, 10, 9.8333333330000006, 
    9.8333333330000006, 10, 10, 6.5, 10, 7, 10, 6.6666666670000003, 
    8.3333333330000006, NA, 10, 8.3333333330000006, 5, NA, NA, 
    10, 10, 8.3333333330000006, 10, 7.733333333, 8.3333333330000006, 
    3.5333333329999999, 10, 5.9666666670000001, 10, 9.8333333330000006, 
    10, 9.1666666669999994, 10, 7.5, 6.6666666670000003, 9.1666666669999994, 
    5.8333333329999997, 6.6666666670000003, 9.8333333330000006, 
    10, 10, 7.4333333330000002, 6.8666666669999996, 9.8333333330000006, 
    6.3333333329999997, 5.6666666670000003, 9.75, 7.5, 10, 9.8333333330000006, 
    10, 10, 10, 2.3333333330000001, 10, 10, 8.3333333330000006, 
    6.3333333329999997, 7.4000000000000004, 8.3333333330000006, 
    NA, 3.8333333330000001, 10, 10, 10, 6.6666666670000003, 9.8333333330000006, 
    8.3333333330000006, NA, 8.3333333330000006, 8.3333333330000006, 
    9.8333333330000006, 9.8333333330000006, 6.6666666670000003, 
    6.6666666670000003, 8.3333333330000006, 7.8333333329999997, 
    10, 7.5, 6.266666667, 7.5, 7.5, 9.8333333330000006, 6.5, 
    10, 5.6666666670000003, 9.8333333330000006, 9.8333333330000006, 
    10, 10, 10, 6.6666666670000003, 6.6666666670000003, 8.1666666669999994, 
    8.3333333330000006, 6.6666666670000003, 7.5, 10, 10, 9.8333333330000006, 
    9.8333333330000006, 10, 10, 6.6666666670000003, 6.6666666670000003, 
    10, NA, 9.8333333330000006, 10, 7.766666667, NA, 10, 10, 
    8.3333333330000006, 10, NA, 10, 5.766666667, 8.3333333330000006, 
    NA, 7.6666666670000003, 9.8333333330000006, NA, 7, 5.4666666670000001, 
    10, 6.6666666670000003, 10, 9.8333333330000006, 8, 10, 6.8333333329999997, 
    10, 10, 10, 9.8333333330000006, 10, 10, 3.6666666669999999, 
    10, 10, 5.6666666670000003, 10, 10, 9.8333333330000006, 6.6666666670000003, 
    NA, 10, 9.8333333330000006, 7.6666666670000003, 10, 10, NA, 
    5, 10, 8.3333333330000006, 10, 9.1666666669999994, 9.8333333330000006, 
    10, 5.8333333329999997, 8, 7.5, NA, 10, 9.8333333330000006, 
    9.8333333330000006, 10, 10, 6.5, 10, 7, 10, 6.6666666670000003, 
    8.3333333330000006, NA, 10, NA, 5, NA, NA, 10, 10, 8.3333333330000006, 
    10, 7.733333333, 8.3333333330000006, 3.5333333329999999, 
    10, 5.9666666670000001, 10, 9.8333333330000006, 10, 9.1666666669999994, 
    10, 7.5, 6.6666666670000003, 9.1666666669999994, 5.8333333329999997, 
    6.6666666670000003, 9.8333333330000006, 10, 10, 7.4333333330000002, 
    6.8666666669999996, 9.8333333330000006, 6.3333333329999997, 
    5.6666666670000003, 9.75, 7.5, 10, 9.8333333330000006, 10, 
    10, 10, NA, 10, 10, 8.3333333330000006, NA, 7.4000000000000004, 
    8.3333333330000006, NA, 3.8333333330000001, 10, 10, 10, 6.6666666670000003, 
    9.8333333330000006, 8.3333333330000006, NA, NA, NA, 9.8333333330000006, 
    9.8333333330000006, 6.6666666670000003, 6.6666666670000003, 
    NA, 7.8333333329999997, 10, NA, 6.266666667, 7.5, 7.5, 9.8333333330000006, 
    6.5, 10, 5.6666666670000003, 9.8333333330000006, 9.8333333330000006, 
    10, 10, 10, NA, 6.6666666670000003, 8.1666666669999994, 8.3333333330000006, 
    6.6666666670000003, 7.5, 10, 10, 9.8333333330000006, 9.8333333330000006, 
    10, 10, 6.6666666670000003, 6.6666666670000003, 10, NA, 9.8333333330000006, 
    10, 7.766666667, NA, 10, 10, 8.3333333330000006, 10, NA, 
    10, 5.766666667, 8.3333333330000006, NA, 7.6666666670000003, 
    9.8333333330000006, NA, 7, 5.4666666670000001, 10, 6.6666666670000003, 
    10, 9.8333333330000006, 8, 10, 6.8333333329999997, 10, 10, 
    10, 9.8333333330000006, 10, 10, 3.6666666669999999, 10, 10, 
    5.6666666670000003, 10, 10, 9.8333333330000006, 6.6666666670000003, 
    NA, 10, 9.8333333330000006, 7.6666666670000003, 10, 10, NA, 
    5, 10, 8.3333333330000006, 10, 9.1666666669999994, 9.8333333330000006, 
    10, 5.8333333329999997, 8, 7.5, NA, 10, 9.8333333330000006, 
    9.8333333330000006, 10, 10, 6.5, 10, 7, 10, 6.6666666670000003, 
    8.3333333330000006, NA, 10, NA, 5, NA, NA, 10, 10, 8.3333333330000006, 
    10, 7.733333333, 8.3333333330000006, 3.5333333329999999, 
    10, 5.9666666670000001, 10, 9.8333333330000006, 10, 9.1666666669999994, 
    10, 7.5, 6.6666666670000003, 9.1666666669999994, 5.8333333329999997, 
    6.6666666670000003, 9.8333333330000006, 10, 10, 7.4333333330000002, 
    6.8666666669999996, 9.8333333330000006, 6.3333333329999997, 
    5.6666666670000003, 9.75, 7.5, 10, 9.8333333330000006, 10, 
    10, 10, NA, 10, 10, 8.3333333330000006, NA, 7.4000000000000004, 
    8.3333333330000006, NA, 3.8333333330000001, 10, 10, 10, 6.6666666670000003, 
    9.8333333330000006, 8.3333333330000006, NA, NA, NA, 9.8333333330000006, 
    9.8333333330000006, 6.6666666670000003, 6.6666666670000003, 
    NA, 7.8333333329999997, 10, NA, 6.266666667, 7.5, 7.5, 9.8333333330000006, 
    6.5, 10, 5.6666666670000003, 9.8333333330000006, 9.8333333330000006, 
    10, 10, 10, NA, 6.6666666670000003, 8.1666666669999994), 
    pf_ss = c(8.8068098100000007, 8.0438821990000005, 8.2978645239999995, 
    9.0403832370000003, 8.8305487370000009, 9.8739618050000004, 
    9.9126373799999996, 8.667523503, 5, 8.0069677089999995, 7.5873795670000002, 
    7.8185682070000002, 9.1887115220000002, 9.3450208089999993, 
    6.6666666670000003, 8.0311870909999996, 8.8494278259999994, 
    8.4377522819999999, 8.9410626820000001, 7.1615705460000001, 
    6.1110040950000002, 6.6009392450000002, 9.8466571270000003, 
    8.3246568070000002, 6.8267080590000004, 9.5875387710000002, 
    6.8062301459999999, 9.7623392360000008, 7.7028341840000003, 
    4.3747579859999997, 6.264732049, 8.9797621779999997, 7.5286473919999999, 
    5.4524984849999996, 6.2453518189999997, 7.3448328859999998, 
    8.4126691190000003, 6.5100630529999997, 9.8607154030000004, 
    9.6852176439999997, 9.91705185, 9.8583796830000008, 7.8091060130000001, 
    9.0457786169999999, 5.808027923, 6.5, 9.5742484149999996, 
    6.6984716070000001, 8.8656225699999993, 9.810964083, 9.69446546, 
    8.0387328710000006, 6.1606434050000001, 8.6703152269999997, 
    9.8155877290000006, 9.0088270920000006, 8.8724142110000006, 
    6.3333333329999997, 7.032707727, 7.0044636599999999, 7.3838965229999998, 
    7.7581515400000001, 5.9395673359999996, 9.3933455000000006, 
    9.5544162210000003, 9.9599403029999998, 7.4323554520000004, 
    8.9303314290000007, 7.102284246, 3.9638501599999998, 9.7086107740000003, 
    9.1701635689999996, 9.9096717860000005, 6.5, 9.6783646090000008, 
    7.9842816640000001, 9.0051721659999995, 7.1424061290000003, 
    9.4620736640000001, 8.1891481430000006, 7.9984387459999997, 
    8.3036561590000009, 9.5516887029999999, 7.599723612, 5.6666666670000003, 
    8.2028722829999996, 5.2772608600000002, 9.3004178080000006, 
    9.9041312250000004, 8.6215398029999992, 8.2014589529999995, 
    8.7689054160000008, 8.5993481460000005, 5.391779112, 9.8752775079999999, 
    5.818886343, 9.2015184489999999, 6.0418861509999999, 8.685224302, 
    8.9125437979999997, 8.8588765130000002, 8.3904372180000006, 
    8.5509852189999993, 8.1039185549999999, 6.9926699369999996, 
    9.2563173170000006, 9.9225646639999994, 9.8686140980000001, 
    8.2954944929999996, 6.9143783470000004, 5.1663019190000004, 
    9.9314259699999994, 8.3569228009999996, 6.2425167730000002, 
    8.7107212549999993, 7.9539204999999997, 7.8349830750000002, 
    8.2450184859999993, 6.8421927719999998, 9.7436293569999997, 
    9.9152089540000006, 8.5605724320000007, 9.8334931660000002, 
    7.5317315929999999, 8.5346428729999992, 7.442087098, 7.8388108599999997, 
    9.3696526040000006, 7.452624116, 8.0685406180000001, 9.4017033859999994, 
    9.3600801520000001, 9.7691146880000002, 6.0446061999999996, 
    9.6366102849999997, 8.436581039, 5.5485630810000002, 7.2203845629999996, 
    6.6943513550000002, 9.8549546160000006, 9.6507078970000002, 
    4.9840729350000004, 9.7243310889999997, 8.3936219449999996, 
    7.3490992730000002, 8.6630511699999992, 7.1401997509999999, 
    8.0333442979999994, 5.9444444440000002, 7.5620904979999999, 
    7.5128700799999999, 7.0027800329999996, 7.3825679820000003, 
    7.9919362969999996, 9.8325642749999993, 9.1010981690000001, 
    8.4082178219999992, 6.2944756379999998, 8.6308808950000007, 
    3.9867084269999999, 8.2824964239999996, 7.6108589010000003, 
    8.8656423629999992, 8.017162957, 8.2978645239999995, 8.9621077719999995, 
    8.9303829530000005, 9.8659212109999999, 9.9293285430000005, 
    8.8264631120000008, 5, 7.746455847, 7.5427372510000001, 7.8185682070000002, 
    NA, 9.7401356369999998, 6.6666666670000003, 8.0311870909999996, 
    8.7967959810000007, 8.4435667980000009, 9.0188508400000007, 
    7.1615705460000001, 6.110787427, 6.6009392450000002, 9.7603587709999999, 
    8.3700187469999996, 6.2321254359999996, 9.5875387710000002, 
    5.8298256630000003, 9.7752391480000007, 8.2736394119999996, 
    4.6098988820000004, 5.0380559979999999, 9.0436040529999993, 
    7.5205052739999996, 5.1932209150000004, 6.3218630630000003, 
    7.4792287010000003, 8.4553046419999998, 6.530030462, 9.883538369, 
    9.6610658189999992, 9.8893474470000005, 9.8491956989999991, 
    7.8091060130000001, 8.7953617840000007, 5.5911214009999997, 
    6.5, 9.5742484149999996, 6.9197944839999996, 8.8656225699999993, 
    9.7981248710000006, 9.7041065359999994, 8.0387328710000006, 
    6.1606434050000001, 8.7013843949999998, 9.8787523480000008, 
    9.0088270920000006, 8.9960544900000006, 6.3333333329999997, 
    7.0282517980000003, 7.0044636599999999, 7.2482578929999999, 
    7.772491982, 5.9444444440000002, 9.4039606689999999, 9.5321590430000001, 
    9.8788770689999996, 7.4152440459999998, 8.9204806290000001, 
    7.102750597, NA, 9.7510657030000001, 9.2440186319999995, 
    9.8946898510000008, 6.5, 9.6844023230000005, 8.1799895520000003, 
    9.0259027859999996, 7.0209886319999999, 9.4591029619999993, 
    7.3801558250000001, 7.9163224310000002, 8.1764468370000003, 
    9.5516887029999999, 6.4856877400000004, 5.6441853469999996, 
    8.2028722829999996, 5.2772608600000002, 9.217806543, 9.9041312250000004, 
    8.6087150240000003, 8.2528758270000004, 8.7689054160000008, 
    8.6063138309999996, 5.1490099499999999, 9.8752775079999999, 
    5.818886343, 9.2221262369999994, 6.4095231320000003, 8.685224302, 
    8.8425367700000006, 9.2087521369999994, 8.3904372180000006, 
    8.6462554669999996, 7.87671879, 6.9926699369999996, 9.2619335310000004, 
    9.9181352100000009, 9.8686140980000001, 8.1290394579999994, 
    6.5609665379999997, 4.3647653430000002, 9.9384595979999997, 
    8.3569228009999996, 5.9405872149999999, 8.4984565090000004, 
    7.9539204999999997, 7.8284777439999997, 8.3157041829999994, 
    7.026530427, 9.8999962349999997, 9.8720221919999993, 8.5551994219999994, 
    9.8047957950000004, 7.4507046829999997, 8.7751853309999994, 
    7.3651878850000001, 7.8352498429999997, 9.3988927150000006, 
    8.5065392249999991, 8.0715451680000001, 9.4107212590000007, 
    9.7254766739999994, 9.7048061459999992, 6.0470350149999996, 
    9.6354362439999992, 8.4522197400000003, NA, 7.2203845629999996, 
    6.6943513550000002, 9.8325367260000007, 9.6308735320000007, 
    4.9840729350000004, 9.7243310889999997, 8.3493749949999998, 
    7.3431898840000001, 8.5031343939999999, 8.4735330849999997, 
    8.0333442979999994, 5.9444444440000002, 7.5250280289999996, 
    8.3344315210000008, 7.0081659209999998, 6.1117983579999997, 
    8.023720505, 9.862630309, 9.3283528929999999, 8.3059896969999993, 
    6.3326200569999997, 8.6308808950000007, 3.967755243, 8.2824964239999996, 
    7.6108589010000003, 8.6156400319999999, 7.9890440329999999, 
    8.2978645239999995, 8.8322828429999998, 8.9474517870000003, 
    9.8542261070000006, 9.9252977100000006, 8.8380763140000003, 
    5, 7.5025095249999998, 7.5521808430000004, 8.2356158579999992, 
    NA, 9.7413052180000008, 6.6666666670000003, 8.0311870909999996, 
    8.7967959810000007, 8.0886269609999992, 9.0758709930000006, 
    7.1615705460000001, 6.110893474, 6.6009392450000002, 9.7858438640000003, 
    8.3287045150000001, 7.1749150330000004, 9.5875387710000002, 
    6.754883983, 9.8008925510000005, 7.5305687099999998, 4.2101276500000004, 
    6.3514672919999997, 8.9405465599999996, 7.3378161229999996, 
    5.2928984720000001, 6.2889265669999999, 7.4792287010000003, 
    8.6631845009999999, 6.5453183069999996, 9.887258654, 9.7060526589999991, 
    9.7280542820000004, 9.8281518160000001, 7.5141237299999997, 
    8.5675107280000002, 6.2257800449999996, 6.5, 9.5853430920000005, 
    6.9387590430000001, 8.8656225699999993, 9.7850926460000007, 
    9.665473209, 8.0387328710000006, 6.1606434050000001, 8.4690656549999996, 
    9.8828481220000004, 9.0073435530000001, 8.9795657030000005, 
    6.3333333329999997, 7.0345004309999997, 7.0044636599999999, 
    7.2309166659999997, 7.772491982, 5.9429308780000003, 9.3944066589999995, 
    9.6349638019999997, 9.9188127999999995, 7.3763447480000002, 
    8.9300403290000006, 7.1105347700000001, NA, 9.6853858309999996, 
    8.2559939490000005, 9.8930524460000004, 6.3286747280000002, 
    9.6811286780000003, 8.1649420379999995, 8.9753669180000006, 
    6.9286104609999999, 9.4571146529999996, 8.2049156799999992, 
    8.1123723309999995, 8.3431135039999997, 9.5767458199999993, 
    6.1953384890000001, 5.5, 8.2028722829999996, 5.2772608600000002, 
    9.2842301729999992, 9.9041312250000004, 8.7561165410000008, 
    8.2344121040000005, 8.7689054160000008, 8.6049715990000006, 
    5.3056181110000002, 9.8120168240000005, 5.818886343, 9.2429414980000004, 
    6.4629429270000003, 8.685224302, 8.6953598900000006, 9.112726511, 
    8.4176302100000004, 8.6095946209999994, 7.9227346650000001, 
    6.9926699369999996, 9.2895784619999997, 9.7362307559999994, 
    9.8686140980000001, 8.0332735910000004, 7.4773180930000001, 
    4.3568676059999998, 9.9247775730000001, 8.3569228009999996, 
    5.3164434089999997, 8.0601023329999997, 7.9539204999999997, 
    7.9193844750000002, 8.3760708170000004, 7.0062187639999998, 
    9.9018098840000004, 9.8828529280000001, 8.5605724320000007, 
    9.8010621409999992, 7.447816113, 8.5873530470000006, 7.7761682499999996, 
    7.8253670230000001, 9.3754709340000009, 6.5685118060000001, 
    8.0773213520000002, 9.4101832569999999, 9.6639928350000002, 
    9.7238772099999995, 5.8832660600000004, 9.6296491880000001, 
    8.3753234919999997, NA, 7.2203845629999996, 6.6943513550000002, 
    9.8720305170000007, 9.6557955740000008, 4.9840729350000004, 
    9.7243310889999997, 8.3903199700000002, 7.269085885, 8.3835442249999996, 
    8.4735330849999997, 8.0333442979999994, 5.9444444440000002, 
    7.7088433590000003, 9.0666526199999993, 6.4586745409999997, 
    5.8516821549999998, 8.1856635890000007, 9.8781781330000005, 
    9.3969041390000001, 8.3994714179999992, 6.3321766180000001, 
    8.6308808950000007, 3.9712179999999999, 8.2847074470000006, 
    7.6108589010000003, 8.5925825519999997, 7.618575849, 8.2978645239999995, 
    8.8309246419999994, 8.9782567919999998, 9.8583196760000007, 
    9.9036269899999994, 8.9638113770000007, 4.8674583819999997, 
    6.947768247, 7.5620002729999998, 8.3009390849999996, NA, 
    9.7548912350000005, 6.3276977329999999, 7.6978537579999999, 
    8.58167802, 8.0829363129999994, 9.1076436580000006, 7.1615705460000001, 
    5.7775581999999996, 6.6009392450000002, 9.7999855310000008, 
    8.3380546439999996, 7.6458477299999998, 9.4146592800000004, 
    8.2656753970000008, 9.8030752779999997, 7.9235002100000003, 
    4.4071027650000003, 6.3612932940000002, 9.0173823439999996, 
    7.5069582779999999, 5.2936570810000001, 5.7907202849999999, 
    8.1402829780000001, 8.8356283280000003, 6.3771338499999999, 
    9.8305154810000008, 9.6818044059999995, 9.7200668130000007, 
    9.882523183, 7.2681573740000003, 8.1981016520000001, 5.9447908390000004, 
    6.5, 9.4753674950000004, 6.9262630270000001, 8.8786946150000006, 
    9.7817269660000008, 9.6691005969999999, 8.205399538, 6.6606434050000001, 
    8.4691120790000003, 9.8881029009999999, 9.0088270920000006, 
    8.9143015759999997, 6.3264940669999996, 7.0325741969999997, 
    6.8377969930000004, 7.1071514789999997, 7.4391586480000003, 
    5.4444444440000002, 9.3288036170000002, 9.6246972280000005, 
    9.9592288960000008, 7.3877113449999996, 8.9238016429999991, 
    7.0804420309999996, NA, 9.6630169590000001, 9.4497975749999998, 
    9.8871596579999999, 6.3333333329999997, 9.6837745480000006, 
    8.0469308609999999, 8.1321491080000001, 7.5707157929999997, 
    9.4646632119999996, 8.2049156799999992, 7.7945336799999998, 
    NA, 9.6733281590000004, 6.1258223300000001, 5.6666666670000003, 
    NA, 5.7772608600000002, 9.1192172780000007, 9.9755226379999993, 
    8.8586848669999991, 8.2528758270000004, 8.7689054160000008, 
    8.5539104810000008, 5.2609288750000003, 9.7794820659999999, 
    5.818886343, 9.0726844, 6.081096616, 8.557733593, 9.0473226219999994, 
    9.4310685480000007, 8.0531153759999992, 8.397896673, 7.8827830360000002, 
    6.9926699369999996, 9.2201414879999994, 9.7343608600000007, 
    9.8642325030000002, 7.9457332090000001, 7.6077827280000001, 
    5.2875687539999996, 9.8791961530000005, 7.7626428489999997, 
    5.150956088, 7.6969942649999998, 7.9539204999999997, 7.7933965110000001, 
    8.3942897399999996, 7.0680277240000002, 9.8969792949999995, 
    9.8176235320000007, 8.2244556539999998, 9.7767612550000003, 
    7.4371404969999997, 7.9347360819999997, 7.1279698380000003, 
    7.8268501620000004, 9.3433035709999999, 6.1192260010000004, 
    8.0773213520000002, 9.4021624900000003, 9.6588367470000005, 
    9.7558934570000009, 5.5510092230000003, 8.9690409120000005, 
    8.0281270819999992, NA, 7.2203845629999996, 6.2980980310000003, 
    9.8793582729999994, 9.6287720239999999, 4.9840729350000004, 
    9.7367889010000006, 8.5740651480000007, 6.9709719320000003, 
    7.9349105609999997, 8.4735330849999997, 8.0333442979999994, 
    5.8949975569999999, 7.6201647330000002, 9.0247230839999997, 
    7.0602985839999999, 8.3757020299999994, 8.5267253899999993, 
    9.8609281630000005, 9.3805848800000007, 8.4272315389999992, 
    6.3333333329999997, 8.9642142279999995, 4.6139183399999997, 
    8.226014224, 7.5848792300000003, 8.7275590419999993, 8.1079180940000004, 
    8.2978645239999995, 8.8322828429999998, 9.2548303220000001, 
    9.8024752290000006, 9.8207781809999997, 8.6495333799999994, 
    6.6666666670000003, 6.9556371490000002, 8.143878333, 8.9582778439999995, 
    NA, 9.6946376510000007, 6.6666666670000003, 7.6464810600000002, 
    NA, 8.0740638439999994, 9.0475272429999993, 7.439348324, 
    6.0554447549999999, 8.6443603909999993, 9.663747678, 7.8435240369999999, 
    7.6277779389999996, 9.5875387710000002, 8.5434531739999997, 
    9.7350885970000007, 8.5472817630000009, 5.5150836270000001, 
    6.2643981430000002, 9.6656989269999993, 7.500867586, 5.1906619889999996, 
    5.8680677350000003, 7.406564543, 8.8340085049999999, 6.4737556170000001, 
    9.8417326000000003, 9.5749039850000006, 9.7010926229999992, 
    9.8327522970000008, 6.855475244, 8.0038550340000008, 6.5183281280000003, 
    6.5, 9.3660061559999992, 6.8085139950000002, 9.1391927420000005, 
    9.7832370829999995, 9.6091880740000004, 7.3932103969999998, 
    6.5467336749999996, 8.293195077, 9.8360556999999993, 9.0088270920000006, 
    9.6351887319999996, 6.3295498510000003, NA, 6.7565926300000001, 
    7.3723646939999998, 7.4391586480000003, 5.7222222220000001, 
    9.6715636539999998, 9.6102614390000003, 9.9590406500000004, 
    7.0912050789999999, 9.1975438109999992, 7.3656067829999996, 
    NA, 9.6822754040000003, 9.0082343439999999, 9.8259179240000005, 
    6.3333333329999997, 9.9554608649999992, 7.6463899599999996, 
    8.1640712220000005, 7.7390539169999997, 9.7236285519999992, 
    8.2049156799999992, 7.5603562809999998, NA, 9.5483231340000003, 
    7.7947963140000001, 5.1111111109999996, NA, NA, 9.1132317460000003, 
    9.9755226379999993, 9.593328928, 7.3301331019999996, 9.5466831939999999, 
    9.1672994990000003, 5.4747651919999996, 9.6197619230000004, 
    5.9730498269999996, 9.6914986330000001, 6.2416584159999999, 
    8.6393660759999999, 8.8905045289999993, 9.4714691369999997, 
    8.0690243160000001, 8.0987055290000001, 8.2074014930000008, 
    6.9926699369999996, 9.2247529700000008, 9.6626236649999999, 
    9.8776414250000002, 7.7509497300000003, 7.9395420960000003, 
    5.5717027029999997, 9.8726169309999996, 7.8499124299999998, 
    5.6690169990000001, 7.7488807570000002, 7.6761427219999998, 
    8.3025150009999997, 8.952371801, 7.8224589370000004, 9.8688150520000004, 
    9.8462772459999996, 7.0668682460000003, 9.7501394930000007, 
    7.4071031439999997, 7.8870790480000004, 7.2929333349999999, 
    7.4338409539999999, 9.1057525930000001, NA, 8.0106546860000005, 
    9.1388412379999995, 9.6782679569999992, 9.7427355989999995, 
    5.8302305030000001, 9.1742011189999992, 8.0024927649999995, 
    NA, 8.3314956739999992, 6.3610180209999996, 9.8494150450000006, 
    9.8697401800000009, 5.2618507130000003, 9.4529645470000006, 
    8.9889324580000007, 7.1106356579999996, 8.3590063079999997, 
    8.5313588520000003, 7.9305672879999998, 6.5, 7.9822753439999996, 
    8.4708608390000002, 6.7179104069999998, 9.1355016469999999, 
    7.3966344749999999, 9.8143283809999993, 9.2956046180000005, 
    8.9519476850000004, 6.3324412649999999, 9.2419920060000003, 
    4.3287908489999998, 8.9194976940000004, 7.444192234, 8.7975179210000007, 
    8.2100574769999994, 8.3636228030000002, 8.8322828429999998, 
    9.2263467220000006, 9.7973494159999994, 9.8262392349999992, 
    8.70929763, 6.6666666670000003, 7.3714290360000003, 8.1544343799999996, 
    8.717039497, NA, 9.6853586519999997, 6.6666666670000003, 
    7.6464810600000002, NA, 8.0314772310000002, 9.0898247530000003, 
    7.439348324, 6.1620999860000003, 8.7439379469999992, 9.7679965670000009, 
    7.8431257949999997, 7.7146176019999997, 9.5477958689999998, 
    8.5531199919999992, 9.7105034379999999, 8.6091073290000004, 
    5.6201006509999996, 6.2643981430000002, 9.5048588249999995, 
    7.4933297870000004, 5.3582578500000002, 6.3421232080000003, 
    7.406564543, 8.6262285149999993, 6.4636941639999996, 9.8485330070000003, 
    9.7266510200000003, 9.7248370150000003, 9.8258083620000001, 
    6.5, 7.6074585020000001, 6.4340450909999998, 6.3333333329999997, 
    9.3476101329999999, 6.6477530219999998, 9.1369009400000003, 
    9.7278528840000007, 9.5973923419999991, 7.3932103969999998, 
    6.7134003419999999, 8.0682819010000006, 9.8228638670000006, 
    9.0088270920000006, 9.6125549429999992, 6.1666666670000003, 
    NA, 6.7701581590000002, 7.5194455570000001, 7.5765356089999996, 
    5.7169005540000004, 9.6901428840000001, 9.5824561480000003, 
    9.8763210459999993, 7.0795927189999999, 9.1925635420000003, 
    7.2967678579999999, NA, 9.7083727169999996, 8.9925629829999991, 
    9.8208359049999991, 6.3333333329999997, 9.9541394109999999, 
    7.6962577579999998, 8.011633561, 7.8753926969999997, 9.718882185, 
    8.1979216949999998, 7.0816376060000001, NA, 9.5603330569999994, 
    8.0512412639999997, 5.1111111109999996, NA, NA, 9.0865447939999999, 
    9.8974242589999992, 9.6403188180000008, 7.3319230859999998, 
    9.4851334779999998, 9.1976613090000008, 5.8130188819999997, 
    9.9043901650000006, 5.7973126099999996, 9.6376298970000001, 
    6.064228237, 8.3947835410000007, 8.5490146229999997, 9.3856671130000002, 
    8.0220392220000001, 8.2683147790000007, 8.297210991, 7.4242718459999999, 
    9.1722167619999997, 9.6638585310000007, 9.8823094059999992, 
    7.5835103930000001, 7.8741403160000001, 5.8050336409999996, 
    9.1069245339999991, 7.8599642249999997, 6.0776779599999999, 
    8.0257738990000007, 7.6761427219999998, 8.2663429930000003, 
    9.1088707000000007, 7.8102141659999997, 9.8437756069999995, 
    9.8569456199999994, 6.9858868889999997, 9.779890902, 7.4153103979999999, 
    7.8165875930000004, 7.2911298860000002, 7.5825052069999996, 
    9.0776387029999999, NA, 7.8562236109999999, 9.1254509339999998, 
    9.6164448829999998, 9.7294424240000001, 5.8333333329999997, 
    9.1683463629999995, 7.9640116689999996, NA, 8.3314956739999992, 
    6.3610180209999996, 9.8303506009999992, 9.8637348899999999, 
    6.2841750799999998, 9.4529645470000006, 8.9276678149999995, 
    7.059326467, 8.4980847639999997, 8.6980255189999998, 8.0972339550000001, 
    6.3333333329999997, 8.1406820880000001, 8.6783911400000004, 
    6.6990932599999997, 9.1465169110000009, 7.4215910110000003, 
    9.8105090960000005, 9.3013640300000002, 9.2162941499999995, 
    6.3333333329999997, 9.2419920060000003, 4.9490397479999997, 
    8.9155721349999997, 7.444192234, 8.8685835579999992, 8.1683024619999998, 
    8.4113807979999997, 8.8322828429999998, 9.5738317829999993, 
    9.8052043409999996, 9.8524898640000007, 9.5292447930000002, 
    6.6666666670000003, 8.2706914850000004, 7.8680959130000003, 
    8.5215337420000008, NA, 9.7140705409999999, 6.6666666670000003, 
    7.5464810599999996, NA, 7.9553418840000001, 9.6052651630000003, 
    7.439348324, 7.0682371020000003, 8.7434720489999993, 9.7334986360000002, 
    8.3427616160000007, 7.9642357380000002, 9.524897137, 8.2150058539999993, 
    9.7274815429999997, 8.9649351890000002, 4.9370767200000003, 
    6.6192156630000003, 9.5747357070000003, 7.7571387940000003, 
    5.2291796399999999, 6.9975810679999997, 7.6843423209999999, 
    8.4540739699999996, 6.4079029189999996, 9.8090024390000004, 
    9.7374624040000004, 9.7029901239999994, 9.8412281270000008, 
    6.5006684860000004, 7.3249151250000004, 7.2640242519999996, 
    6.5, 9.2993529519999996, 6.7177018620000002, 9.6899044520000004, 
    9.7042990810000003, 9.6093836429999993, 7.3932103969999998, 
    6.8578447860000002, 8.5072701730000002, 9.8137396859999999, 
    8.826009097, 9.6143256239999992, 6.3333333329999997, NA, 
    6.4368248259999996, 7.3329627430000004, 8.2084098710000006, 
    6, 9.6557948929999995, 9.5924403829999996, 9.9167519960000003, 
    7.0673748090000004, 9.1081707670000007, 7.4631947649999999, 
    NA, 9.6572131900000002, 9.2306682339999995, 9.8256823230000006, 
    6.3333333329999997, 9.9517704420000008, 8.6074722730000008, 
    8.7056206439999997, 7.8176303469999997, 9.718882185, 8.455385047, 
    6.2986449650000003, NA, 9.5595090670000005, 8.4146535569999994, 
    4.8333333329999997, NA, NA, 9.0652419500000008, 9.7374754459999995, 
    9.0009039980000001, 8.1097008640000006, 8.6206478309999994, 
    9.1883286940000009, 5.7145580059999999, 9.8718287629999999, 
    6.6883542389999997, 9.6474231840000009, 6.5171535589999996, 
    8.7950749029999997, 8.3808125310000001, 9.5129668340000002, 
    8.6477918240000005, 8.0738879289999996, 8.244968386, 6.5179192910000001, 
    8.2921380980000006, 9.6626899910000006, 9.8688043019999991, 
    8.0091486060000001, 8.1496389730000001, 6.327405637, 9.8625777259999996, 
    8.4006858550000008, 5.2448421019999998, 7.8998418160000003, 
    7.9539204999999997, 8.0534659899999994, 9.0321321349999995, 
    7.7526726139999997, 9.8483085260000003, 9.8447912590000008, 
    7.4144764429999999, 9.7364689230000003, 6.8520982210000003, 
    7.8244217200000001, 8.3045246870000007, 7.4914806709999997, 
    9.0785044730000006, NA, 7.4412817950000001, 9.9500747430000001, 
    9.6310250699999997, 9.7355418559999993, 5.0555555559999998, 
    9.8301716680000002, 8.2692654690000005, NA, 8.3314956739999992, 
    6.9721291330000001, 9.8100182020000002, 9.8559184099999992, 
    7.595184046, 8.6189140789999996, 8.288388952, 7.98656481, 
    8.4706157229999999, 8.5313588520000003, 7.3083450660000002, 
    5.6666666670000003, 8.3082683520000007, 8.7741545439999999, 
    7.1020006660000004, 9.2516805459999993, 8.4475435300000008, 
    9.7807589630000003, 9.2849482220000006, 9.1899830540000007, 
    6, 9.7986568599999995, 6.8014901679999999, 8.1052565800000007, 
    7.5467045869999998, 9.0619021019999995, 7.927845273, 8.0592369519999991, 
    8.8322828429999998, 9.3779006519999992, 9.7831371069999999, 
    9.8461560479999992, 9.5237806640000002, 6.7310683769999997, 
    8.5759529469999993, 7.8414505620000003, 9.090267055, NA, 
    9.7124064420000007, 6.6666666670000003, 7.8798143940000003, 
    NA, 8.5381065960000004, 9.5806571680000001, 7.4982005100000002, 
    6.9544098109999997, NA, 9.731760736, 8.354415607, 8.3538784150000005, 
    NA, 8.0126953600000004, 9.7037408630000002, NA, 5.5003778309999998, 
    5.9434935510000004, 9.5000824549999994, 7.7405855030000001, 
    5.1968285620000003, 6.8808498289999998, 7.6843423209999999, 
    8.4403766000000005, 6.5939582989999996, 9.8404687309999996, 
    9.6026267759999993, 9.8753785539999992, 9.8310503110000003, 
    6.7580414390000003, 7.2843002620000004, 7.2371208390000001, 
    6.5, 9.1346416339999994, 6.8736635560000003, 9.5461483049999991, 
    9.7005229239999995, 9.7679804689999994, 7.5598770630000001, 
    NA, 8.5819834319999995, 9.8122072340000006, 8.8173789500000002, 
    9.6422312550000004, 6.5, NA, 6.4221803550000001, 7.7413195960000003, 
    8.3018714340000006, 6.1594759229999996, 9.6324839640000004, 
    9.5872459649999993, 9.9578173870000004, 7.0629189779999999, 
    9.0887859829999993, 7.5148284370000002, NA, 9.6698796980000008, 
    8.6354051829999996, 9.8120947679999997, 6.5, 9.9475239789999996, 
    8.6339524700000005, 8.3742938179999999, 7.5345882880000001, 
    9.718882185, 8.4904565349999999, 7.8984051729999996, NA, 
    9.1621013569999992, NA, 4.8333333329999997, NA, NA, 8.9396523319999996, 
    9.8656669600000004, 9.0457920719999994, 8.2742067939999995, 
    8.7878163730000001, 9.1729998009999996, 5.4831187339999996, 
    9.871189524, 6.6784967530000001, 9.52502475, 7.1584873099999999, 
    8.3867220590000002, 8.2945546540000006, 9.3837883370000004, 
    8.6532764859999993, 8.0890828490000004, 8.2108927719999993, 
    6.0236505740000004, 8.2364116289999991, 9.8018605569999995, 
    9.7933764189999994, 7.9462459809999997, 8.1339915040000008, 
    6.7547096179999997, 9.8643424660000001, 8.6066562869999998, 
    5.252718378, 7.8169887740000004, 7.9539204999999997, 7.8802832059999997, 
    8.9963066129999998, 7.5494864860000002, 9.8284838709999995, 
    9.8374077700000004, NA, 9.7432658409999995, 6.8580353929999998, 
    8.1540588199999995, NA, 7.811855607, 9.0476168680000004, 
    NA, 7.4439299380000001, 9.9462963050000006, 9.807433047, 
    9.7481749910000008, 5.0555555559999998, 8.9776720310000009, 
    6.2107223989999998, NA, NA, NA, 9.8113040639999998, 9.8565569110000002, 
    7.9174587519999999, 8.4507057680000006, NA, 7.98656481, 8.3678499189999993, 
    NA, 7.3083450660000002, 5.6666666670000003, 8.6768624180000007, 
    8.6150663919999992, 6.6824680870000002, 9.1816574539999998, 
    8.4475435300000008, 9.7907259530000008, 9.2379045390000005, 
    9.1039093439999998, 6.3250934729999999, 9.8122546269999997, 
    NA, 8.0843161210000005, 7.4658953730000004, 9.0299575940000008, 
    7.9298273300000002, 8.0858450259999994, 8.8322828429999998, 
    9.5552835300000005, 9.7813894539999993, 9.8517014219999997, 
    9.4346144719999998, 7.2084877269999996, 8.6065842850000003, 
    7.8492977249999996, 8.8941736169999999, NA, 9.69334293, 6.6666666670000003, 
    8.3798143940000003, NA, 8.5166492970000007, 9.5522784769999998, 
    7.5194747619999998, 6.8297073360000002, NA, 9.6946428420000004, 
    8.3241945259999994, 7.3631131300000003, NA, 8.338123092, 
    9.6957585539999993, NA, 6.1939025570000004, 5.4971342820000002, 
    9.5294666130000003, 8.408085968, 5.2665014719999999, 6.8166153600000001, 
    7.6843423209999999, 8.4588205579999993, 6.5939582989999996, 
    9.7824968810000001, 9.7223827919999994, 9.8285007310000001, 
    9.8086287349999992, 6.6876009180000002, 7.2579557709999998, 
    7.3962879189999997, 6.5, 9.1440946509999996, 6.6439833549999996, 
    9.7312274209999998, 9.6641511470000001, 9.5591617390000003, 
    7.5598770630000001, NA, 7.5819618440000003, 9.8254637589999998, 
    8.8094753840000006, 9.6603876260000003, 6.5, NA, 6.9368248259999996, 
    6.2961845370000002, 8.5935964120000001, 6.1666666670000003, 
    9.5061437279999996, 9.5362319079999995, 9.9578173870000004, 
    7.0472556859999997, 9.0892048209999992, 8.0140971309999998, 
    NA, 9.6848416410000002, 7.9968914709999996, 9.8066348419999994, 
    6.3333333329999997, 9.9321667399999995, 8.5867934439999996, 
    8.3276106710000004, 7.742123876, 9.718882185, 8.6978626000000006, 
    8.3574660279999993, NA, 9.2255652280000007, NA, 5, NA, NA, 
    8.7639830889999999, 9.6134496659999993, 8.9596077199999993, 
    8.2763675299999999, 8.349039114, 9.1508374309999994, 5.4126991020000004, 
    9.8058855499999993, 6.6281253590000002, 9.483576523, 7.7851359950000001, 
    8.901322489, 8.3133463580000004, 9.3182054769999993, 8.6535686070000004, 
    7.9748750639999999, 8.2984807020000009, 6.2036278759999997, 
    8.0648518819999993, 9.6570684950000008, 9.8410592930000007, 
    8.0792314820000009, 7.9752398480000002, 7.1800688700000004, 
    9.8494340749999996, 8.5506434949999992, 5.5726766339999996, 
    8.0472604289999996, 8.120587166, 7.9966454259999997, 8.6889473329999998, 
    8.1375846509999992, 9.8399680870000008, 9.8447880239999996, 
    NA, 9.6983738279999994, 7.0218380070000004, 9.0745125350000002, 
    NA, 7.7897951049999996, 9.0726394740000007, NA, 7.5465230649999997, 
    9.9257901650000004, 9.7876093260000001, 9.7674746859999999, 
    5.0555555559999998, 9.6412318849999998, 5.1317606720000004, 
    NA, NA, NA, 9.8260784860000001, 9.8502789509999999, 7.8452453359999996, 
    8.4439042440000005, NA, 7.9859485269999997, 8.3108122219999991, 
    NA, 7.4750117319999996, 5.6666666670000003, 8.6412786780000008, 
    8.5176513390000004, 7.2589089549999999, 9.1208594470000008, 
    8.4475435300000008, 9.7790488849999999, 9.1980179199999998, 
    9.1206143130000008, 6.6658770120000002, 9.4987463660000007, 
    NA, 8.1815836100000006, 7.446555268), pf_movement_domestic = c(5, 
    5, 0, 10, 5, 10, 10, 5, 10, 10, 5, 10, 0, 10, 10, 5, 5, 10, 
    5, 10, 10, 10, 10, 10, 0, 10, 0, 10, 10, NA, 10, 10, 0, 10, 
    0, 10, 10, 0, 10, 10, 10, 10, 5, 10, 5, 10, 10, 5, 10, 10, 
    10, 0, 10, 5, 10, 10, 10, 10, 0, 10, 10, 10, 10, NA, 10, 
    10, 5, 10, 0, 0, 10, 0, 10, 10, 10, 10, 5, 5, 10, 10, 5, 
    5, 10, 5, 10, 5, NA, 10, 10, 10, 10, 10, 5, 10, 10, 5, 5, 
    10, 5, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 5, 10, 
    10, 5, 10, 10, 10, 10, 10, 10, 10, 5, 10, 0, 10, 0, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 10, 10, 10, 0, 10, 
    5, 10, 10, 5, 0, 10, 10, 10, 10, 5, 10, 10, 10, 10, 10, 0, 
    NA, 0, 0, 5, 5, 0, 10, 5, 10, 10, 5, 10, 10, 5, 10, NA, 10, 
    10, 5, 5, 10, 5, 10, 10, 10, 10, 10, 0, 10, 0, 10, 10, NA, 
    10, 10, 0, 10, 0, 10, 10, 0, 10, 10, 10, 10, 5, 10, 5, 10, 
    10, 5, 10, 10, 10, 0, 10, 5, 10, 10, 10, 10, 0, 10, 10, 10, 
    10, NA, 10, 10, 5, 10, 0, NA, 10, 0, 10, 10, 10, 10, 5, 5, 
    10, 10, 5, 5, 10, 5, 10, 5, NA, 10, 10, 10, 10, 10, 5, 10, 
    10, 5, 5, 10, 5, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 
    5, 10, 10, 5, 10, 10, 10, 10, 10, 10, 10, 5, 10, 0, 10, 0, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 5, NA, 10, 10, 10, 10, 
    0, 10, 5, 10, 10, 5, 0, 10, 10, 10, 10, 5, 10, 10, 10, 10, 
    10, 0, NA, 0, 0, 5, 5, 0, 10, 5, 10, 10, 5, 10, 10, 5, 10, 
    NA, 10, 10, 5, 5, 10, 5, 10, 10, 10, 10, 10, 0, 10, 0, 10, 
    10, NA, 10, 10, 0, 10, 0, 10, 10, 0, 10, 10, 10, 10, 5, 10, 
    5, 10, 10, 5, 10, 10, 10, 0, 10, 5, 10, 10, 10, 10, 0, 10, 
    10, 10, 10, NA, 10, 10, 5, 10, 0, NA, 10, 0, 10, 10, 10, 
    10, 5, 5, 10, 10, 5, 5, 10, 5, 10, 5, NA, 10, 10, 10, 10, 
    10, 5, 10, 10, 5, 5, 10, 5, 10, 10, 10, 10, 0, 10, 10, 10, 
    10, 10, 10, 5, 10, 10, 5, 10, 10, 10, 10, 10, 10, 10, 5, 
    10, 0, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, NA, 
    10, 10, 10, 10, 0, 10, 5, 10, 10, 5, 0, 10, 10, 10, 10, 5, 
    10, 10, 10, 10, 10, 0, NA, 0, 0, 10, 5, 5, 10, 5, 10, 10, 
    5, 10, 5, 5, 10, NA, 10, 10, 10, 0, 10, 10, 10, 10, 5, 10, 
    10, 5, 5, 5, 10, 10, 5, 10, 10, 0, 10, 0, 10, 10, 5, 10, 
    10, 10, 10, 5, 10, 0, 10, 10, 5, 5, 10, 10, 10, 5, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 5, NA, 10, 10, 5, 5, 0, NA, 10, 
    0, 10, 10, 10, 0, 5, 5, 5, 0, 5, NA, 10, 5, 10, NA, 0, 10, 
    10, 10, 5, 10, 5, 10, 10, 10, 10, 10, 5, 10, 10, 5, 10, 0, 
    10, 10, 10, 10, 5, 5, 5, 10, 10, 5, 10, 10, 10, 10, 5, 10, 
    10, 0, 10, 10, 5, 0, 5, 5, 10, 5, 5, 10, 10, 10, 10, 5, NA, 
    10, 5, 10, 10, 0, 10, 5, 10, 10, 10, 5, 10, 0, 10, 10, 10, 
    0, 10, 10, 10, 10, 5, 0, 10, 0, 10, 5, 5, 10, 5, 10, 10, 
    5, 10, 5, 5, 10, NA, 10, 10, 10, NA, 10, 10, 10, 10, 5, 10, 
    10, 5, 5, 5, 10, 10, 5, 10, 10, 0, 10, 0, 10, 10, 5, 10, 
    10, 10, 10, 5, 10, 0, 10, 10, 5, 5, 10, 10, 10, 5, 10, 10, 
    10, 10, 10, NA, 10, 10, 10, 5, NA, 10, 10, 5, 5, 0, NA, 10, 
    0, 10, 10, 10, 0, 5, 5, 5, 0, 5, NA, 10, 5, 10, NA, NA, 10, 
    10, 10, 5, 10, 5, 10, 10, 10, 10, 10, 5, 10, 10, 5, 10, 0, 
    10, 10, 10, 10, 5, 5, 5, 10, 10, 5, 10, 10, 10, 10, 5, 10, 
    10, 0, 10, 10, 5, 0, 5, 5, NA, 5, 5, 10, 10, 10, 10, 5, NA, 
    10, 5, 10, 10, 0, 10, 5, 10, 10, 10, 5, 10, 0, 10, 10, 10, 
    0, 10, 10, 10, 10, 5, 0, 10, 0, 10, 5, 5, 10, 5, 10, 10, 
    5, 10, 5, 5, 10, NA, 10, 10, 10, NA, 10, 10, 10, 10, 5, 10, 
    10, 5, 5, 5, 10, 10, 5, 10, 10, 0, 10, 0, 10, 10, 5, 10, 
    10, 10, 10, 5, 10, 0, 10, 10, 5, 5, 10, 10, 10, 5, 10, 10, 
    10, 10, 10, NA, 10, 10, 10, 5, NA, 10, 10, 5, 5, 0, NA, 10, 
    0, 10, 10, 10, 0, 5, 5, 5, 0, 5, NA, 10, 5, 10, NA, NA, 10, 
    10, 10, 5, 10, 5, 10, 10, 10, 10, 10, 5, 10, 10, 5, 10, 0, 
    10, 10, 10, 10, 5, 5, 5, 10, 10, 5, 10, 10, 10, 10, 5, 10, 
    10, 0, 10, 10, 5, 0, 5, 5, NA, 5, 5, 10, 10, 10, 10, 5, NA, 
    10, 5, 10, 10, 0, 10, 5, 10, 10, 10, 5, 10, 0, 10, 10, 10, 
    0, 10, 10, 10, 10, 5, 0, 10, 0, 10, 5, 0, 10, 5, 10, 10, 
    5, 10, 10, 10, 10, NA, 10, 10, 0, NA, 10, 10, 5, 10, 5, 10, 
    10, 10, 10, 0, 10, 10, 0, 0, 10, 0, 10, 0, 10, 5, 0, 10, 
    10, 10, 10, 5, 10, 10, 10, 10, 5, 10, 10, 5, 0, 10, 10, 10, 
    10, 10, 10, NA, 10, 10, 10, 10, NA, 10, 10, 10, 10, 5, NA, 
    10, 0, 10, 10, 10, 10, 5, 0, 10, 10, 5, NA, 10, 5, 10, NA, 
    NA, 10, 10, 10, 10, 10, 5, 10, 10, 0, 10, 10, 10, 10, 10, 
    10, 0, 0, 10, 10, 10, 10, 10, 5, 0, 10, 10, 5, 10, 10, 10, 
    10, 10, 10, 10, 5, 10, 0, 10, 0, 10, 5, NA, 0, 5, 10, 10, 
    10, 10, 0, NA, 10, 5, 10, 10, 5, 10, 10, 5, 10, 10, 0, 10, 
    5, 10, 5, 10, 10, 10, 10, 10, 10, 0, 5, 5, 0, 10, 5, 0, 10, 
    5, 10, 10, 0, 10, 10, 5, 10, NA, 10, 10, 10, NA, 10, 5, 10, 
    10, NA, 10, 10, 10, NA, 0, 10, NA, 5, 5, 10, 0, 10, 0, 0, 
    10, 10, 10, 10, 10, 10, 5, 10, 0, 10, 10, 10, 5, 10, 10, 
    5, NA, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, NA, 10, 10, 
    5, 10, 0, NA, 10, 0, 10, 10, 10, 0, 5, 5, 5, 0, 5, NA, 10, 
    NA, 10, NA, NA, 10, 10, 10, 5, 10, 10, 10, 10, 5, 10, 10, 
    5, 10, 10, 5, 10, 0, 10, 10, 10, 10, 10, 5, 10, 10, 0, 5, 
    10, 10, 5, 10, 5, 10, 10, NA, 10, 10, 10, NA, 5, 10, NA, 
    5, 5, 10, 10, 10, 10, 5, NA, NA, NA, 10, 10, 0, 10, NA, 10, 
    10, NA, 5, 10, 0, 10, 0, 5, 0, 10, 10, 10, 5, 5, NA, 10, 
    0, 10, 5, 0, 10, 5, 10, 10, 5, 10, 10, 10, 10, NA, 10, 10, 
    0, NA, 10, 10, 5, 10, NA, 10, 10, 5, NA, 0, 10, NA, 0, 5, 
    10, 0, 10, 0, 10, 5, 0, 10, 10, 10, 10, 5, 10, 10, 10, 10, 
    5, 10, 10, 10, 0, NA, 10, 10, 10, 10, 10, NA, 10, 10, 10, 
    10, NA, 10, 10, 10, 10, 5, NA, 10, 0, 10, 10, 10, 10, 5, 
    0, 10, 5, 5, NA, 10, NA, 10, NA, NA, 10, 10, 10, 10, 10, 
    5, 5, 10, 0, 10, 10, 10, 10, 10, 10, 0, 0, 10, 10, 10, 10, 
    10, 5, 5, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, NA, 10, 
    0, 5, NA, 10, 10, NA, 0, 5, 10, 10, 10, 10, 0, NA, NA, NA, 
    10, 10, 5, 10, NA, 5, 10, NA, 0, 10, 5, 5, 10, 10, 10, 10, 
    10, 10, 10, 0, NA, 5, 0), pf_movement_foreign = c(10, 5, 
    5, 10, 5, 10, 10, 5, 10, 5, 5, 10, 0, 10, 10, 10, 0, 10, 
    5, 10, 10, 5, 10, 10, 0, 10, 5, 10, 10, NA, 10, 10, 0, 10, 
    5, 5, 10, 10, 10, 10, 10, 10, 5, 10, 0, 10, 10, 5, 5, 10, 
    10, 0, 5, 10, 10, 10, 10, 10, 5, 10, 10, 10, 10, NA, 10, 
    10, 5, 5, 0, 0, 10, 0, 10, 10, 10, 5, 5, 5, 5, 0, 5, 5, 10, 
    10, 10, 10, NA, 10, 10, 0, 10, 10, 5, 10, 10, 10, 5, 10, 
    10, 10, 10, 5, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    5, 10, 10, 5, 10, 10, 10, 10, 5, 10, 0, 5, 0, 5, 10, 5, 10, 
    5, 10, 10, 10, 10, 5, 5, 10, 5, 10, 10, 0, 10, 10, 10, 5, 
    10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 5, 5, NA, 10, 
    5, 10, 5, 5, 10, 5, 10, 10, 5, 10, 5, 5, 10, NA, 10, 10, 
    10, 0, 10, 5, 10, 10, 5, 10, 10, 0, 10, 5, 10, 10, NA, 10, 
    10, 0, 10, 5, 5, 10, 10, 10, 10, 10, 10, 5, 10, 0, 10, 10, 
    5, 5, 10, 10, 0, 5, 10, 10, 10, 10, 10, 5, 10, 10, 10, 10, 
    NA, 10, 10, 5, 5, 0, NA, 10, 0, 10, 10, 10, 5, 5, 5, 5, 0, 
    5, 5, 10, 10, 10, 10, NA, 10, 10, 0, 10, 10, 5, 10, 10, 10, 
    5, 10, 10, 10, 10, 5, 10, 0, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 5, 10, 10, 5, 10, 10, 10, 10, 5, 10, 0, 5, 0, 5, 
    10, 5, 10, 5, 10, 10, 10, 10, 5, NA, 10, 5, 10, 10, 0, 10, 
    10, 10, 5, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 5, 
    5, NA, 10, 5, 10, 5, 5, 10, 5, 10, 10, 5, 10, 5, 5, 10, NA, 
    10, 10, 10, 0, 10, 5, 10, 10, 5, 10, 10, 0, 10, 5, 10, 10, 
    NA, 10, 10, 0, 10, 5, 5, 10, 10, 10, 10, 10, 10, 5, 10, 0, 
    10, 10, 5, 5, 10, 10, 0, 5, 10, 10, 10, 10, 10, 5, 10, 10, 
    10, 10, NA, 10, 10, 5, 5, 0, NA, 10, 0, 10, 10, 10, 5, 5, 
    5, 5, 0, 5, 5, 10, 10, 10, 10, NA, 10, 10, 0, 10, 10, 5, 
    10, 10, 10, 5, 10, 10, 10, 10, 5, 10, 0, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 5, 10, 10, 5, 10, 10, 10, 10, 5, 10, 
    0, 5, 0, 5, 10, 5, 10, 5, 10, 10, 10, 10, 5, NA, 10, 5, 10, 
    10, 0, 10, 10, 10, 5, 10, 10, 10, 10, 10, 10, 10, 0, 10, 
    10, 10, 5, 5, NA, 10, 5, 5, 5, 0, 10, 5, 10, 10, 5, 10, 10, 
    10, 10, NA, 10, 10, 0, 10, 10, 0, 5, 10, 10, 10, 10, 5, 10, 
    0, 10, 10, 0, 5, 10, 0, 5, 0, 10, 5, 0, 10, 10, 10, 10, 5, 
    10, 10, 10, 10, 10, 10, 10, 5, 0, 10, 5, 10, 10, 10, 10, 
    0, 10, 10, 10, 10, NA, 10, 10, 10, 10, 0, NA, 10, 0, 10, 
    10, 10, 10, 5, 0, 10, 10, 5, NA, 10, 5, 10, NA, 5, 10, 10, 
    10, 10, 10, 5, 10, 10, 0, 10, 10, 10, 10, 10, 10, 0, 0, 10, 
    10, 10, 10, 10, 5, 0, 10, 10, 5, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 0, 10, 0, 10, 5, 10, 0, 5, 10, 10, 10, 10, 5, 
    NA, 10, 5, 10, 10, 5, 10, 10, 10, 10, 10, 0, 10, 10, 10, 
    10, 10, 5, 10, 5, 10, 10, 0, 5, 5, 0, 5, 5, 0, 10, 5, 10, 
    10, 5, 10, 10, 10, 10, NA, 10, 10, 0, NA, 10, 0, 5, 10, 10, 
    10, 10, 5, 10, 0, 10, 10, 0, 5, 10, 0, 5, 0, 10, 5, 0, 10, 
    10, 10, 10, 5, 10, 10, 10, 10, 10, 10, 10, 5, 0, 10, 5, 10, 
    10, 10, 10, NA, 10, 10, 10, 10, NA, 10, 10, 10, 10, 0, NA, 
    10, 0, 10, 10, 10, 10, 5, 0, 10, 10, 5, NA, 10, 5, 10, NA, 
    NA, 10, 10, 10, 10, 10, 5, 10, 10, 0, 10, 10, 10, 10, 10, 
    10, 0, 0, 10, 10, 10, 10, 10, 5, 0, 10, 10, 5, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 0, 10, 0, 10, 5, NA, 0, 5, 10, 10, 
    10, 10, 5, NA, 10, 5, 10, 10, 5, 10, 10, 10, 10, 10, 0, 10, 
    10, 10, 10, 10, 5, 10, 5, 10, 10, 0, 5, 5, 0, 5, 5, 0, 10, 
    5, 10, 10, 5, 10, 10, 10, 10, NA, 10, 10, 0, NA, 10, 0, 5, 
    10, 10, 10, 10, 5, 10, 0, 10, 10, 0, 5, 10, 0, 5, 0, 10, 
    5, 0, 10, 10, 10, 10, 5, 10, 10, 10, 10, 10, 10, 10, 5, 0, 
    10, 5, 10, 10, 10, 10, NA, 10, 10, 10, 10, NA, 10, 10, 10, 
    10, 0, NA, 10, 0, 10, 10, 10, 10, 5, 0, 10, 10, 5, NA, 10, 
    5, 10, NA, NA, 10, 10, 10, 10, 10, 5, 10, 10, 0, 10, 10, 
    10, 10, 10, 10, 0, 0, 10, 10, 10, 10, 10, 5, 0, 10, 10, 5, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 0, 10, 5, NA, 
    0, 5, 10, 10, 10, 10, 5, NA, 10, 5, 10, 10, 5, 10, 10, 10, 
    10, 10, 0, 10, 10, 10, 10, 10, 5, 10, 5, 10, 10, 0, 5, 5, 
    0, 10, 5, 0, 10, 5, 10, 10, 5, 10, 5, 5, 10, NA, 10, 10, 
    10, NA, 10, 5, 10, 10, 5, 10, 10, 5, 10, 0, 10, 10, 5, 5, 
    10, 0, 10, 0, 5, 5, 10, 5, 10, 10, 10, 5, 10, 0, 10, 10, 
    10, 5, 10, 10, 5, 5, 10, 10, 10, 10, 10, NA, 10, 10, 10, 
    10, NA, 10, 10, 5, 10, 0, NA, 10, 10, 10, 10, 10, 0, 5, 5, 
    5, 0, 5, NA, 10, 5, 10, NA, NA, 10, 10, 10, 5, 10, 5, 10, 
    10, 5, 10, 10, 5, 10, 10, 5, 10, 0, 10, 10, 10, 10, 10, 10, 
    10, 10, 0, 5, 10, 10, 10, 10, 5, 10, 10, 0, 10, 10, 10, 0, 
    5, 10, NA, 5, 5, 10, 10, 10, 10, 5, NA, 10, 5, 10, 10, 0, 
    10, 10, 10, 10, 10, 5, 10, 0, 10, 5, 5, 0, 10, 10, 10, 10, 
    5, 0, 10, 0, 10, 5, 0, 10, 5, 10, 10, 5, 10, 10, 10, 10, 
    NA, 10, 10, 0, NA, 10, 10, 5, 10, NA, 10, 5, 10, NA, 0, 10, 
    NA, 0, 0, 10, 0, 10, 0, 10, 5, 0, 10, 10, 10, 10, 5, 10, 
    10, 10, 10, 0, 10, 10, 10, 0, NA, 10, 10, 10, 10, 10, NA, 
    10, 10, 10, 10, NA, 10, 10, 10, 10, 0, NA, 10, 0, 10, 10, 
    10, 10, 5, 0, 10, 10, 5, NA, 10, NA, 10, NA, NA, 10, 10, 
    10, 10, 10, 5, 5, 10, 0, 10, 10, 10, 10, 10, 10, 0, 0, 10, 
    10, 10, 10, 10, 5, 0, 10, 10, 5, 10, 10, 10, 10, 10, 10, 
    10, NA, 10, 0, 10, NA, 10, 10, NA, 0, 5, 10, 10, 10, 10, 
    0, NA, NA, NA, 10, 10, 5, 10, NA, 5, 10, NA, 0, 10, 5, 10, 
    5, 10, 0, 10, 5, 10, 10, 0, NA, 5, 0, 10, 5, 0, 10, 5, 10, 
    10, 5, 10, 10, 5, 10, NA, 10, 10, 10, NA, 10, 0, 10, 10, 
    NA, 10, 10, 10, NA, 0, 10, NA, 5, 5, 10, 0, 10, 0, 0, 10, 
    10, 10, 10, 10, 10, 5, 10, 0, 10, 10, 10, 5, 10, 10, 0, NA, 
    10, 10, 10, 10, 10, NA, 10, 10, 10, 10, NA, 10, 10, 5, 10, 
    0, NA, 10, 0, 10, 10, 10, 0, 5, 5, 5, 0, 5, NA, 10, NA, 10, 
    NA, NA, 10, 10, 10, 10, 10, 5, 10, 10, 5, 10, 10, 5, 10, 
    10, 5, 10, 0, 10, 10, 10, 10, 10, 5, 10, 10, 10, 5, 10, 10, 
    10, 10, 5, 10, 10, NA, 10, 10, 10, NA, 5, 10, NA, 5, 5, 10, 
    10, 10, 10, 0, NA, NA, NA, 10, 10, 0, 5, NA, 10, 10, NA, 
    5, 10, 0, 10, 0, 5, 0, 10, 10, 10, 5, 5, NA, 10, 0), pf_movement_women = c(5, 
    5, 10, 10, 10, 10, 10, 5, NA, 5, 5, NA, 10, 10, NA, 5, 10, 
    10, 10, 5, 10, NA, 10, 5, 5, 10, 5, 10, NA, 5, 5, 10, 10, 
    5, 0, 5, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 
    10, 10, 0, 5, 10, 10, 10, 10, 10, 5, 10, NA, 10, 5, 10, 10, 
    10, 10, 5, 0, 0, 10, 5, 10, 5, 10, 5, 5, 10, 10, 5, 5, 5, 
    10, 5, 10, 5, 5, 10, 10, 10, 10, 5, 5, 5, 10, 10, 10, 10, 
    10, 10, NA, 10, 5, 5, 10, 5, 10, 10, 5, 0, 5, 10, 0, 5, 10, 
    10, 10, 10, 5, 10, 10, 0, 10, 10, 5, 0, 5, 10, NA, 5, 10, 
    10, 10, 10, 10, 10, 0, NA, 5, 10, 10, 0, NA, 10, 5, 10, 0, 
    10, 10, 5, 10, 5, 10, 0, 10, 10, 10, 10, 5, 0, 5, 10, 5, 
    5, 10, 10, 10, 10, 10, 5, NA, 5, 5, NA, NA, 10, NA, 5, 10, 
    10, 10, 5, 10, NA, 10, 5, 5, 10, 5, 10, NA, 5, 5, 10, 10, 
    5, 0, 5, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 
    10, 10, 0, 5, 10, 10, 10, 10, 10, 5, 10, NA, 10, 5, 10, 10, 
    10, 10, 5, 0, NA, 10, 5, 10, 5, 10, 5, 5, 10, 10, 5, 5, 5, 
    10, 5, 10, 5, 5, 10, 10, 10, 10, 5, 5, 5, 10, 10, 10, 10, 
    10, 10, NA, 10, 5, 5, 10, 5, 10, 10, 5, 0, 5, 10, 0, 5, 10, 
    10, 10, 10, 5, 10, 10, 0, 10, 10, 5, 0, 5, 10, NA, 5, 10, 
    10, 10, 10, 10, 10, NA, NA, 5, 10, 10, 0, NA, 10, 5, 10, 
    0, 10, 10, 5, 10, 5, 10, 0, 10, 10, 10, 10, 5, 0, 5, 10, 
    5, 5, 10, 10, 10, 10, 10, 5, NA, 5, 5, NA, NA, 10, NA, 5, 
    10, 10, 10, 5, 10, NA, 10, 5, 5, 10, 5, 10, NA, 5, 5, 10, 
    10, 5, 0, 5, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 
    10, 10, 10, 0, 5, 10, 10, 10, 10, 10, 5, 10, NA, 10, 5, 10, 
    10, 10, 10, 5, 0, NA, 10, 5, 10, 5, 10, 5, 5, 10, 10, 5, 
    5, 5, 10, 5, 10, 5, 5, 10, 10, 10, 10, 5, 5, 5, 10, 10, 10, 
    10, 10, 10, NA, 10, 5, 5, 10, 5, 10, 10, 5, 0, 5, 10, 0, 
    5, 10, 10, 10, 10, 5, 10, 10, 0, 10, 10, 5, 0, 5, 10, NA, 
    5, 10, 10, 10, 10, 10, 10, NA, NA, 5, 10, 10, 0, NA, 10, 
    5, 10, 0, 10, 10, 5, 10, 5, 10, 0, 10, 10, 10, 10, 5, 0, 
    5, 10, 5, 5, 10, 10, 10, 10, 10, 5, NA, 5, 5, NA, NA, 10, 
    NA, 5, 10, 10, 10, 5, 10, NA, 10, 5, 5, 10, 5, 10, NA, 5, 
    5, 10, 10, 5, 0, 5, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 
    10, 10, 10, 10, 10, 0, 5, 10, 10, 10, 10, 10, 5, 10, NA, 
    10, 5, 10, 10, 10, 10, 5, 0, NA, 10, 5, 10, 5, 10, 5, 5, 
    10, 10, 5, 5, NA, 10, 5, 10, NA, 5, 10, 10, 10, 10, 5, 5, 
    5, 10, 10, 10, 10, 10, 10, NA, 10, 5, 5, 10, 5, 10, 10, 5, 
    0, 5, 10, 0, 5, 10, 10, 10, 10, 5, 10, 10, 0, 10, 10, 5, 
    0, 5, 10, NA, 5, 10, 10, 10, 10, 10, 10, NA, NA, 5, 10, 10, 
    0, NA, 10, 5, 10, 0, 10, 10, 5, 10, 5, 10, 0, 10, 10, 10, 
    10, 5, 0, 5, 10, 5, 0, 5, 10, 10, 10, 10, 5, 10, 5, 5, NA, 
    NA, 10, NA, 5, NA, 10, 10, 5, 10, 10, 10, 5, 5, 10, 5, 10, 
    10, 0, 5, 10, 10, 5, 0, 5, 10, 5, 10, 10, NA, 10, 10, 10, 
    0, 10, 10, 5, 10, 10, 10, 0, 10, 5, 10, 10, 10, 10, NA, 10, 
    10, 10, 5, 10, 10, 10, 10, 5, 0, NA, 10, 10, 10, 5, 10, 10, 
    10, 10, 10, 0, 5, NA, 10, 5, 10, NA, NA, 10, 10, 10, 10, 
    5, 5, 0, 10, 10, 10, 10, 10, 10, 10, 10, 5, 5, 10, 5, 10, 
    10, 5, 0, 0, 10, 0, 0, 10, 5, 10, 10, 10, 10, 10, 0, 10, 
    10, 5, 0, 0, 10, NA, 5, 10, 10, 10, 10, 10, 5, NA, NA, 0, 
    10, 10, 5, 10, 10, 5, 10, 0, 0, 10, 5, 10, 5, 10, 0, 10, 
    10, 10, 10, 5, 0, 5, 5, 5, 0, 5, 10, 10, 10, 10, 5, 10, 5, 
    5, NA, NA, 10, NA, 5, NA, 10, 10, 5, 10, 10, 10, 5, 5, 10, 
    5, 10, 10, 0, 5, 10, 10, 5, 0, 5, 10, 5, 10, 10, NA, 10, 
    10, 10, 0, 10, 10, 5, 10, 10, 10, 0, 10, 5, 10, 10, 10, 10, 
    NA, 10, 10, 10, 5, 10, 10, 10, 10, 5, 0, NA, 10, 10, 10, 
    5, 10, 10, 10, 10, 10, 0, 5, NA, 10, 5, 10, NA, NA, 10, 10, 
    10, 10, 5, 5, 0, 10, 10, 10, 10, 10, 10, 10, 10, 5, 5, 10, 
    5, 10, 10, 5, 0, 0, 10, 0, 0, 10, 5, 10, 10, 10, 10, 10, 
    0, 10, 10, 5, 0, 0, 10, NA, 5, 10, 10, 10, 10, 10, 5, NA, 
    NA, 0, 10, 10, 5, 10, 10, 5, 10, 0, 0, 10, 5, 10, 5, 10, 
    0, 10, 10, 10, 10, 5, 0, 5, 5, 10, 5, 10, 10, 10, 10, 10, 
    10, 10, 5, 5, NA, NA, 10, NA, 10, NA, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 5, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 
    10, 10, 10, 10, 10, 10, NA, NA, 10, 10, 10, 10, 10, 10, 5, 
    5, 5, NA, 10, 10, 10, 10, 10, 5, 10, 10, 10, 5, 10, NA, 10, 
    5, 5, NA, NA, 10, 10, 10, 10, 5, 5, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 5, 10, 10, 5, 10, 10, 10, 10, 5, 10, 5, 5, 10, 
    10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 10, 10, NA, 10, 
    10, 10, 10, 5, 10, 10, NA, NA, 5, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 5, 10, 5, 10, 10, 10, 10, 10, 5, 
    10, 5, 10, 5, 10, 10, 10, 10, 10, 10, 10, 5, 5, NA, NA, 10, 
    NA, 10, NA, 10, 10, 10, 10, NA, 10, 10, 10, NA, 5, 10, NA, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 5, NA, 10, 10, 10, 10, 10, NA, 
    NA, 10, 10, 10, 10, 10, 10, 5, 5, 5, NA, 10, 10, 10, 10, 
    10, 5, 10, 10, 10, 5, 10, NA, 10, NA, 5, NA, NA, 10, 10, 
    10, 10, 5, 5, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 
    10, 5, 10, 10, 10, 10, 5, 10, 5, 5, 10, 10, 10, 10, 10, 10, 
    10, NA, 10, 10, 10, NA, 10, 10, NA, 10, 10, 10, 10, 5, 10, 
    10, NA, NA, NA, 10, 10, 10, 10, NA, 10, 10, NA, 10, 10, 10, 
    10, 5, 10, 5, 10, 10, 10, 10, 10, NA, 10, 5, 10, 5, 10, 10, 
    10, 10, 10, 10, 10, 5, 5, NA, NA, 10, NA, 10, NA, 10, 10, 
    10, 10, NA, 10, 10, 10, NA, 5, 10, NA, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 5, NA, 10, 10, 10, 10, 10, NA, NA, 10, 10, 10, 10, 
    10, 10, 5, 5, 5, NA, 10, 10, 10, 10, 10, 5, 10, 10, 10, 5, 
    10, NA, 10, NA, 5, NA, NA, 10, 10, 10, 10, 5, 5, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 5, 10, 10, 10, 10, 
    5, 10, 5, 5, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 
    NA, 10, 10, NA, 10, 10, 10, 10, 5, 10, 10, NA, NA, NA, 10, 
    10, 10, 10, NA, 10, 10, NA, 10, 10, 10, 10, 5, 10, 5, 10, 
    10, 10, 10, 10, NA, 10, 5), pf_movement = c(6.6666666670000003, 
    5, 5, 10, 6.6666666670000003, 10, 10, 5, 10, 6.6666666670000003, 
    5, 10, 3.3333333330000001, 10, 10, 6.6666666670000003, 5, 
    10, 6.6666666670000003, 8.3333333330000006, 10, 7.5, 10, 
    8.3333333330000006, 1.6666666670000001, 10, 3.3333333330000001, 
    10, 10, 5, 8.3333333330000006, 10, 3.3333333330000001, 8.3333333330000006, 
    1.6666666670000001, 6.6666666670000003, 10, 6.6666666670000003, 
    10, 10, 10, 10, 6.6666666670000003, 10, 1.6666666670000001, 
    10, 10, 6.6666666670000003, 8.3333333330000006, 10, 10, 0, 
    6.6666666670000003, 8.3333333330000006, 10, 10, 10, 10, 3.3333333330000001, 
    10, 10, 10, 8.3333333330000006, 10, 10, 10, 6.6666666670000003, 
    6.6666666670000003, 0, 0, 10, 1.6666666670000001, 10, 8.3333333330000006, 
    10, 6.6666666670000003, 5, 6.6666666670000003, 8.3333333330000006, 
    5, 5, 5, 10, 6.6666666670000003, 10, 6.6666666670000003, 
    5, 10, 10, 6.6666666670000003, 10, 8.3333333330000006, 5, 
    8.3333333330000006, 10, 8.3333333330000006, 6.6666666670000003, 
    10, 8.3333333330000006, 10, 10, 8.3333333330000006, 8.3333333330000006, 
    1.6666666670000001, 10, 8.3333333330000006, 10, 10, 8.3333333330000006, 
    6.6666666670000003, 6.6666666670000003, 10, 6.6666666670000003, 
    5, 10, 10, 8.3333333330000006, 10, 8.3333333330000006, 10, 
    10, 3.3333333330000001, 10, 3.3333333330000001, 6.6666666670000003, 
    0, 6.6666666670000003, 10, 7.5, 8.3333333330000006, 8.3333333330000006, 
    10, 10, 10, 10, 6.6666666670000003, 5, 10, 6.6666666670000003, 
    10, 10, 0, 10, 8.3333333330000006, 8.3333333330000006, 8.3333333330000006, 
    5, 6.6666666670000003, 10, 8.3333333330000006, 10, 8.3333333330000006, 
    8.3333333330000006, 3.3333333330000001, 10, 10, 10, 8.3333333330000006, 
    3.3333333330000001, 0, 5, 5, 6.6666666670000003, 5, 5, 10, 
    6.6666666670000003, 10, 10, 5, 10, 6.6666666670000003, 5, 
    10, NA, 10, 10, 6.6666666670000003, 5, 10, 6.6666666670000003, 
    8.3333333330000006, 10, 7.5, 10, 8.3333333330000006, 1.6666666670000001, 
    10, 3.3333333330000001, 10, 10, 5, 8.3333333330000006, 10, 
    3.3333333330000001, 8.3333333330000006, 1.6666666670000001, 
    6.6666666670000003, 10, 6.6666666670000003, 10, 10, 10, 10, 
    6.6666666670000003, 10, 1.6666666670000001, 10, 10, 6.6666666670000003, 
    8.3333333330000006, 10, 10, 0, 6.6666666670000003, 8.3333333330000006, 
    10, 10, 10, 10, 3.3333333330000001, 10, 10, 10, 8.3333333330000006, 
    10, 10, 10, 6.6666666670000003, 6.6666666670000003, 0, NA, 
    10, 1.6666666670000001, 10, 8.3333333330000006, 10, 6.6666666670000003, 
    5, 6.6666666670000003, 8.3333333330000006, 5, 5, 5, 10, 6.6666666670000003, 
    10, 6.6666666670000003, 5, 10, 10, 6.6666666670000003, 10, 
    8.3333333330000006, 5, 8.3333333330000006, 10, 8.3333333330000006, 
    6.6666666670000003, 10, 8.3333333330000006, 10, 10, 8.3333333330000006, 
    8.3333333330000006, 1.6666666670000001, 10, 8.3333333330000006, 
    10, 10, 8.3333333330000006, 6.6666666670000003, 6.6666666670000003, 
    10, 6.6666666670000003, 5, 10, 10, 8.3333333330000006, 10, 
    8.3333333330000006, 10, 10, 3.3333333330000001, 10, 3.3333333330000001, 
    6.6666666670000003, 0, 6.6666666670000003, 10, 7.5, 8.3333333330000006, 
    8.3333333330000006, 10, 10, 10, 10, 6.6666666670000003, NA, 
    10, 6.6666666670000003, 10, 10, 0, 10, 8.3333333330000006, 
    8.3333333330000006, 8.3333333330000006, 5, 6.6666666670000003, 
    10, 8.3333333330000006, 10, 8.3333333330000006, 8.3333333330000006, 
    3.3333333330000001, 10, 10, 10, 8.3333333330000006, 3.3333333330000001, 
    0, 5, 5, 6.6666666670000003, 5, 5, 10, 6.6666666670000003, 
    10, 10, 5, 10, 6.6666666670000003, 5, 10, NA, 10, 10, 6.6666666670000003, 
    5, 10, 6.6666666670000003, 8.3333333330000006, 10, 7.5, 10, 
    8.3333333330000006, 1.6666666670000001, 10, 3.3333333330000001, 
    10, 10, 5, 8.3333333330000006, 10, 3.3333333330000001, 8.3333333330000006, 
    1.6666666670000001, 6.6666666670000003, 10, 6.6666666670000003, 
    10, 10, 10, 10, 6.6666666670000003, 10, 1.6666666670000001, 
    10, 10, 6.6666666670000003, 8.3333333330000006, 10, 10, 0, 
    6.6666666670000003, 8.3333333330000006, 10, 10, 10, 10, 3.3333333330000001, 
    10, 10, 10, 8.3333333330000006, 10, 10, 10, 6.6666666670000003, 
    6.6666666670000003, 0, NA, 10, 1.6666666670000001, 10, 8.3333333330000006, 
    10, 6.6666666670000003, 5, 6.6666666670000003, 8.3333333330000006, 
    5, 5, 5, 10, 6.6666666670000003, 10, 6.6666666670000003, 
    5, 10, 10, 6.6666666670000003, 10, 8.3333333330000006, 5, 
    8.3333333330000006, 10, 8.3333333330000006, 6.6666666670000003, 
    10, 8.3333333330000006, 10, 10, 8.3333333330000006, 8.3333333330000006, 
    1.6666666670000001, 10, 8.3333333330000006, 10, 10, 8.3333333330000006, 
    6.6666666670000003, 6.6666666670000003, 10, 6.6666666670000003, 
    5, 10, 10, 8.3333333330000006, 10, 8.3333333330000006, 10, 
    10, 3.3333333330000001, 10, 3.3333333330000001, 6.6666666670000003, 
    0, 6.6666666670000003, 10, 7.5, 8.3333333330000006, 8.3333333330000006, 
    10, 10, 10, 10, 6.6666666670000003, NA, 10, 6.6666666670000003, 
    10, 10, 0, 10, 8.3333333330000006, 8.3333333330000006, 8.3333333330000006, 
    5, 6.6666666670000003, 10, 8.3333333330000006, 10, 8.3333333330000006, 
    8.3333333330000006, 3.3333333330000001, 10, 10, 10, 8.3333333330000006, 
    3.3333333330000001, 0, 5, 5, 6.6666666670000003, 5, 5, 10, 
    6.6666666670000003, 10, 10, 5, 10, 6.6666666670000003, 6.6666666670000003, 
    10, NA, 10, 10, 5, 6.6666666670000003, 10, 6.6666666670000003, 
    6.6666666670000003, 10, 7.5, 10, 8.3333333330000006, 5, 8.3333333330000006, 
    3.3333333330000001, 10, 10, 3.3333333330000001, 6.6666666670000003, 
    10, 3.3333333330000001, 6.6666666670000003, 0, 8.3333333330000006, 
    8.3333333330000006, 5, 10, 10, 10, 10, 6.6666666670000003, 
    10, 3.3333333330000001, 10, 10, 8.3333333330000006, 8.3333333330000006, 
    10, 8.3333333330000006, 3.3333333330000001, 6.6666666670000003, 
    8.3333333330000006, 10, 10, 10, 10, 5, 10, 10, 10, 6.6666666670000003, 
    10, 10, 10, 8.3333333330000006, 6.6666666670000003, 0, NA, 
    10, 1.6666666670000001, 10, 8.3333333330000006, 10, 5, 5, 
    5, 8.3333333330000006, 5, 5, NA, 10, 5, 10, NA, 3.3333333330000001, 
    10, 10, 10, 8.3333333330000006, 8.3333333330000006, 5, 8.3333333330000006, 
    10, 6.6666666670000003, 10, 10, 8.3333333330000006, 10, 10, 
    8.3333333330000006, 5, 1.6666666670000001, 10, 8.3333333330000006, 
    10, 10, 6.6666666670000003, 3.3333333330000001, 3.3333333330000001, 
    10, 6.6666666670000003, 5, 10, 10, 10, 10, 6.6666666670000003, 
    10, 10, 3.3333333330000001, 10, 6.6666666670000003, 6.6666666670000003, 
    0, 6.6666666670000003, 6.6666666670000003, 10, 3.3333333330000001, 
    6.6666666670000003, 10, 10, 10, 10, 6.6666666670000003, NA, 
    10, 5, 10, 10, 1.6666666670000001, 10, 8.3333333330000006, 
    8.3333333330000006, 10, 6.6666666670000003, 5, 10, 5, 10, 
    8.3333333330000006, 10, 1.6666666670000001, 10, 8.3333333330000006, 
    10, 10, 3.3333333330000001, 1.6666666670000001, 6.6666666670000003, 
    3.3333333330000001, 6.6666666670000003, 3.3333333330000001, 
    3.3333333330000001, 10, 6.6666666670000003, 10, 10, 5, 10, 
    6.6666666670000003, 6.6666666670000003, 10, NA, 10, 10, 5, 
    NA, 10, 6.6666666670000003, 6.6666666670000003, 10, 8.3333333330000006, 
    10, 8.3333333330000006, 5, 8.3333333330000006, 3.3333333330000001, 
    10, 10, 1.6666666670000001, 6.6666666670000003, 10, 3.3333333330000001, 
    6.6666666670000003, 0, 8.3333333330000006, 8.3333333330000006, 
    3.3333333330000001, 10, 10, 10, 10, 6.6666666670000003, 10, 
    3.3333333330000001, 10, 10, 6.6666666670000003, 8.3333333330000006, 
    10, 8.3333333330000006, 3.3333333330000001, 8.3333333330000006, 
    6.6666666670000003, 10, 10, 10, 10, NA, 10, 10, 10, 6.6666666670000003, 
    10, 10, 10, 8.3333333330000006, 6.6666666670000003, 0, NA, 
    10, 3.3333333330000001, 10, 8.3333333330000006, 10, 6.6666666670000003, 
    6.6666666670000003, 5, 8.3333333330000006, 3.3333333330000001, 
    5, NA, 10, 5, 10, NA, NA, 10, 10, 10, 8.3333333330000006, 
    8.3333333330000006, 5, 6.6666666670000003, 10, 6.6666666670000003, 
    10, 10, 8.3333333330000006, 10, 10, 8.3333333330000006, 5, 
    1.6666666670000001, 10, 8.3333333330000006, 10, 10, 6.6666666670000003, 
    3.3333333330000001, 1.6666666670000001, 10, 6.6666666670000003, 
    3.3333333330000001, 10, 8.3333333330000006, 10, 10, 8.3333333330000006, 
    10, 10, 3.3333333330000001, 10, 6.6666666670000003, 6.6666666670000003, 
    0, 5, 6.6666666670000003, NA, 3.3333333330000001, 6.6666666670000003, 
    10, 10, 10, 10, 5, NA, 10, 3.3333333330000001, 10, 10, 3.3333333330000001, 
    10, 8.3333333330000006, 8.3333333330000006, 10, 6.6666666670000003, 
    1.6666666670000001, 10, 5, 10, 8.3333333330000006, 10, 1.6666666670000001, 
    10, 8.3333333330000006, 10, 10, 3.3333333330000001, 1.6666666670000001, 
    6.6666666670000003, 1.6666666670000001, 6.6666666670000003, 
    3.3333333330000001, 3.3333333330000001, 10, 6.6666666670000003, 
    10, 10, 5, 10, 6.6666666670000003, 6.6666666670000003, 10, 
    NA, 10, 10, 5, NA, 10, 6.6666666670000003, 6.6666666670000003, 
    10, 8.3333333330000006, 10, 8.3333333330000006, 5, 8.3333333330000006, 
    3.3333333330000001, 10, 10, 1.6666666670000001, 6.6666666670000003, 
    10, 3.3333333330000001, 6.6666666670000003, 0, 8.3333333330000006, 
    8.3333333330000006, 3.3333333330000001, 10, 10, 10, 10, 6.6666666670000003, 
    10, 3.3333333330000001, 10, 10, 6.6666666670000003, 8.3333333330000006, 
    10, 8.3333333330000006, 3.3333333330000001, 8.3333333330000006, 
    6.6666666670000003, 10, 10, 10, 10, NA, 10, 10, 10, 6.6666666670000003, 
    10, 10, 10, 8.3333333330000006, 6.6666666670000003, 0, NA, 
    10, 3.3333333330000001, 10, 8.3333333330000006, 10, 6.6666666670000003, 
    6.6666666670000003, 5, 8.3333333330000006, 3.3333333330000001, 
    5, NA, 10, 5, 10, NA, NA, 10, 10, 10, 8.3333333330000006, 
    8.3333333330000006, 5, 6.6666666670000003, 10, 6.6666666670000003, 
    10, 10, 8.3333333330000006, 10, 10, 8.3333333330000006, 5, 
    1.6666666670000001, 10, 8.3333333330000006, 10, 10, 6.6666666670000003, 
    3.3333333330000001, 1.6666666670000001, 10, 6.6666666670000003, 
    3.3333333330000001, 10, 8.3333333330000006, 10, 10, 8.3333333330000006, 
    10, 10, 3.3333333330000001, 10, 6.6666666670000003, 6.6666666670000003, 
    0, 5, 6.6666666670000003, NA, 3.3333333330000001, 6.6666666670000003, 
    10, 10, 10, 10, 5, NA, 10, 3.3333333330000001, 10, 10, 3.3333333330000001, 
    10, 8.3333333330000006, 8.3333333330000006, 10, 6.6666666670000003, 
    1.6666666670000001, 10, 5, 10, 8.3333333330000006, 10, 1.6666666670000001, 
    10, 8.3333333330000006, 10, 10, 3.3333333330000001, 1.6666666670000001, 
    6.6666666670000003, 1.6666666670000001, 10, 5, 3.3333333330000001, 
    10, 6.6666666670000003, 10, 10, 6.6666666670000003, 10, 6.6666666670000003, 
    6.6666666670000003, 10, NA, 10, 10, 6.6666666670000003, NA, 
    10, 8.3333333330000006, 8.3333333330000006, 10, 6.6666666670000003, 
    10, 10, 8.3333333330000006, 10, 1.6666666670000001, 10, 10, 
    5, 5, 10, 3.3333333330000001, 10, 3.3333333330000001, 8.3333333330000006, 
    6.6666666670000003, 6.6666666670000003, 8.3333333330000006, 
    10, 10, 10, 6.6666666670000003, 10, 6.6666666670000003, 10, 
    10, 8.3333333330000006, 8.3333333330000006, 10, 8.3333333330000006, 
    3.3333333330000001, 8.3333333330000006, 10, 10, 10, 10, 10, 
    NA, 10, 10, 10, 10, 10, 10, 10, 6.6666666670000003, 8.3333333330000006, 
    3.3333333330000001, NA, 10, 6.6666666670000003, 10, 10, 10, 
    5, 6.6666666670000003, 5, 8.3333333330000006, 5, 6.6666666670000003, 
    NA, 10, 5, 8.3333333330000006, NA, NA, 10, 10, 10, 8.3333333330000006, 
    8.3333333330000006, 5, 10, 10, 5, 10, 10, 8.3333333330000006, 
    10, 10, 8.3333333330000006, 5, 3.3333333330000001, 10, 8.3333333330000006, 
    10, 10, 10, 8.3333333330000006, 5, 10, 5, 5, 10, 10, 10, 
    10, 8.3333333330000006, 10, 10, 1.6666666670000001, 10, 6.6666666670000003, 
    10, 0, 8.3333333330000006, 8.3333333330000006, NA, 5, 6.6666666670000003, 
    10, 10, 8.3333333330000006, 10, 5, NA, 10, 5, 10, 10, 5, 
    10, 10, 8.3333333330000006, 10, 10, 5, 10, 5, 10, 5, 8.3333333330000006, 
    5, 10, 10, 10, 10, 5, 3.3333333330000001, 8.3333333330000006, 
    1.6666666670000001, 10, 5, 3.3333333330000001, 10, 6.6666666670000003, 
    10, 10, 5, 10, 8.3333333330000006, 6.6666666670000003, 10, 
    NA, 10, 10, 6.6666666670000003, NA, 10, 8.3333333330000006, 
    8.3333333330000006, 10, NA, 10, 8.3333333330000006, 10, NA, 
    1.6666666670000001, 10, NA, 5, 5, 10, 3.3333333330000001, 
    10, 3.3333333330000001, 6.6666666670000003, 8.3333333330000006, 
    6.6666666670000003, 10, 10, 10, 10, 6.6666666670000003, 10, 
    6.6666666670000003, 10, 10, 6.6666666670000003, 8.3333333330000006, 
    10, 10, 3.3333333330000001, NA, 10, 10, 10, 10, 10, NA, 10, 
    10, 10, 10, 10, 10, 10, 6.6666666670000003, 8.3333333330000006, 
    1.6666666670000001, NA, 10, 3.3333333330000001, 10, 10, 10, 
    5, 6.6666666670000003, 5, 8.3333333330000006, 5, 6.6666666670000003, 
    NA, 10, NA, 8.3333333330000006, NA, NA, 10, 10, 10, 8.3333333330000006, 
    8.3333333330000006, 6.6666666670000003, 8.3333333330000006, 
    10, 5, 10, 10, 8.3333333330000006, 10, 10, 8.3333333330000006, 
    5, 3.3333333330000001, 10, 8.3333333330000006, 10, 10, 10, 
    6.6666666670000003, 5, 10, 5, 5, 10, 10, 8.3333333330000006, 
    10, 8.3333333330000006, 10, 10, NA, 10, 6.6666666670000003, 
    10, NA, 8.3333333330000006, 10, NA, 5, 6.6666666670000003, 
    10, 10, 8.3333333330000006, 10, 5, NA, NA, NA, 10, 10, 5, 
    10, NA, 8.3333333330000006, 10, NA, 5, 10, 5, 10, 3.3333333330000001, 
    8.3333333330000006, 1.6666666670000001, 10, 8.3333333330000006, 
    10, 8.3333333330000006, 5, NA, 8.3333333330000006, 1.6666666670000001, 
    10, 5, 3.3333333330000001, 10, 6.6666666670000003, 10, 10, 
    6.6666666670000003, 10, 8.3333333330000006, 6.6666666670000003, 
    10, NA, 10, 10, 6.6666666670000003, NA, 10, 6.6666666670000003, 
    8.3333333330000006, 10, NA, 10, 10, 8.3333333330000006, NA, 
    1.6666666670000001, 10, NA, 5, 6.6666666670000003, 10, 3.3333333330000001, 
    10, 3.3333333330000001, 6.6666666670000003, 8.3333333330000006, 
    6.6666666670000003, 10, 10, 10, 10, 6.6666666670000003, 10, 
    6.6666666670000003, 10, 10, 8.3333333330000006, 8.3333333330000006, 
    10, 10, 1.6666666670000001, NA, 10, 10, 10, 10, 10, NA, 10, 
    10, 10, 10, 10, 10, 10, 6.6666666670000003, 8.3333333330000006, 
    3.3333333330000001, NA, 10, 3.3333333330000001, 10, 10, 10, 
    5, 6.6666666670000003, 5, 8.3333333330000006, 3.3333333330000001, 
    6.6666666670000003, NA, 10, NA, 8.3333333330000006, NA, NA, 
    10, 10, 10, 10, 8.3333333330000006, 5, 8.3333333330000006, 
    10, 5, 10, 10, 8.3333333330000006, 10, 10, 8.3333333330000006, 
    5, 3.3333333330000001, 10, 8.3333333330000006, 10, 10, 10, 
    6.6666666670000003, 6.6666666670000003, 10, 8.3333333330000006, 
    3.3333333330000001, 10, 10, 10, 10, 8.3333333330000006, 10, 
    10, NA, 10, 6.6666666670000003, 8.3333333330000006, NA, 8.3333333330000006, 
    10, NA, 5, 6.6666666670000003, 10, 10, 8.3333333330000006, 
    10, 3.3333333330000001, NA, NA, NA, 10, 10, 5, 8.3333333330000006, 
    NA, 8.3333333330000006, 10, NA, 5, 10, 5, 8.3333333330000006, 
    5, 8.3333333330000006, 5, 10, 10, 10, 8.3333333330000006, 
    5, NA, 8.3333333330000006, 1.6666666670000001), pf_religion_estop_establish = c(NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, 10, 2.5, 5, 10, 5, 10, 10, 2.5, NA, 7.5, 
    5, NA, NA, 10, NA, 10, NA, 10, 7.5, 5, 10, NA, 7.5, 7.5, 
    10, 7.5, 10, 10, NA, 7.5, 5, 10, 2.5, 7.5, NA, 10, 7.5, 10, 
    7.5, 5, 10, 10, 10, 10, 2.5, 7.5, 5, 2.5, NA, 10, 7.5, 10, 
    NA, 7.5, 10, 7.5, 7.5, 7.5, 10, NA, NA, 10, 5, 10, 10, 10, 
    10, 7.5, 5, NA, 10, 7.5, 10, 7.5, 5, 2.5, 2.5, 10, 7.5, 2.5, 
    NA, NA, 10, 7.5, NA, NA, 7.5, 10, NA, NA, 10, NA, 2.5, 10, 
    10, 2.5, 10, 7.5, NA, 5, NA, 2.5, 10, 2.5, 7.5, 7.5, 10, 
    5, 5, 7.5, 10, 10, 2.5, 2.5, 10, NA, 5, 7.5, 5, 10, 10, 2.5, 
    10, 2.5, 5, 2.5, 7.5, 5, NA, 7.5, 5, 10, 10, 7.5, 7.5, 7.5, 
    NA, NA, NA, 10, 10, 10, 10, NA, 10, 7.5, NA, 7.5, NA, 2.5, 
    5, 7.5, 7.5, 0, 10, 10, 10, 10, 2.5, NA, 7.5, 2.5, 10, 2.5, 
    5, 10, 5, 10, 10, 2.5, NA, 7.5, 5, NA, NA, 10, NA, 10, NA, 
    10, 7.5, 5, 10, NA, 7.5, 7.5, 10, 7.5, 10, 10, NA, 7.5, 5, 
    10, 2.5, 7.5, NA, 10, 7.5, 10, 7.5, 5, 10, 10, 10, 10, 2.5, 
    7.5, 5, 2.5, NA, 10, 7.5, 10, NA, 7.5, 10, 7.5, 7.5, 7.5, 
    NA, NA, NA, 10, 5, 10, 10, 10, 10, 7.5, 5, NA, 10, 7.5, 10, 
    7.5, 5, 2.5, 2.5, 10, 7.5, 2.5, NA, NA, 10, 7.5, NA, NA, 
    NA, 10, NA, NA, 10, NA, 2.5, 10, 10, 2.5, 10, 7.5, NA, 5, 
    NA, 2.5, 10, 2.5, 7.5, 7.5, 10, 5, 5, 7.5, 10, 10, 2.5, 2.5, 
    10, NA, 5, 7.5, 5, 10, 10, 2.5, 10, 2.5, 5, 2.5, 7.5, 5, 
    NA, 7.5, 5, 10, 10, 7.5, 7.5, 7.5, NA, NA, NA, 10, 10, 10, 
    10, NA, 10, 7.5, NA, 7.5, NA, 2.5, 5, 7.5, 7.5, 0, 10, 10, 
    10, 10, 2.5, NA, 7.5, 2.5, 10, 2.5, 5, 10, 5, 10, 10, 2.5, 
    NA, 7.5, 5, NA, NA, 10, NA, 10, NA, 10, 7.5, 5, 10, NA, 7.5, 
    7.5, 10, 7.5, 10, 10, NA, 7.5, 5, 10, 2.5, 7.5, NA, 10, 7.5, 
    10, 7.5, 5, 10, 10, 10, 10, 2.5, 7.5, 5, 2.5, NA, 10, 7.5, 
    10, NA, 7.5, 10, 7.5, 7.5, 7.5, NA, NA, NA, 10, 5, 10, 10, 
    10, 10, 7.5, 5, NA, 10, 7.5, 10, 7.5, 5, 2.5, 2.5, 10, 7.5, 
    2.5, NA, NA, 10, 7.5, NA, NA, NA, 10, NA, NA, 10, NA, 2.5, 
    10, 10, 2.5, 10, 7.5, NA, 5, NA, 2.5, 10, 2.5, 7.5, 7.5, 
    10, 5, 5, 7.5, 10, 10, 2.5, 2.5, 10, NA, 5, 7.5, 5, 10, 10, 
    2.5, 10, 2.5, 5, 2.5, 7.5, 5, NA, 7.5, 5, 10, 10, 7.5, 7.5, 
    7.5, NA, NA, NA, 10, 10, 10, 10, NA, 10, 7.5, NA, 7.5, NA, 
    2.5, 5, 7.5, 7.5, 0, 10, 10, 10, 10, 2.5, NA, 7.5, 2.5, NA, 
    2.5, 5, 10, NA, 10, 10, 7.5, NA, 2.5, 5, NA, NA, 10, NA, 
    7.5, NA, 7.5, NA, 7.5, 10, NA, 10, 5, NA, 7.5, 7.5, 10, NA, 
    7.5, 7.5, 10, 0, 10, NA, 10, NA, 7.5, NA, 10, 10, 10, 2.5, 
    10, 5, NA, 10, 7.5, NA, 10, 10, 10, NA, NA, 7.5, 7.5, 10, 
    7.5, NA, NA, NA, 5, 7.5, 10, 10, NA, 10, 5, NA, NA, 10, 10, 
    10, NA, 5, 2.5, 7.5, 10, 10, 5, NA, NA, 7.5, 7.5, NA, NA, 
    NA, 10, NA, NA, 7.5, NA, 2.5, 10, 10, 2.5, 10, 7.5, NA, 5, 
    NA, 2.5, 7.5, NA, 7.5, 10, 10, 10, 7.5, 10, 10, 10, 0, 5, 
    10, NA, 7.5, 7.5, 10, 7.5, 10, 2.5, 10, 5, NA, 0, 10, 7.5, 
    NA, NA, 5, 10, 10, 7.5, 10, 10, NA, NA, NA, 10, 10, 5, 7.5, 
    NA, 7.5, 7.5, NA, 7.5, NA, 2.5, 5, 7.5, 10, 2.5, 10, 7.5, 
    10, 7.5, 5, 5, 5, 10, NA, 2.5, 5, 10, NA, 10, 10, 7.5, NA, 
    2.5, 5, NA, NA, 10, NA, 7.5, NA, 7.5, NA, 7.5, 10, NA, 10, 
    5, NA, NA, 7.5, 10, NA, 7.5, 7.5, 10, 0, 10, NA, 10, NA, 
    7.5, NA, 10, 10, 10, 2.5, 10, 5, NA, 10, 7.5, NA, 10, 10, 
    10, NA, NA, 7.5, 7.5, 10, 7.5, NA, NA, NA, 5, 7.5, 10, 10, 
    NA, 10, 5, NA, NA, 10, 10, 10, NA, 5, 2.5, 7.5, 10, 10, 5, 
    NA, NA, 7.5, NA, NA, NA, NA, 10, NA, NA, 7.5, NA, 2.5, 10, 
    10, 2.5, 10, 7.5, NA, 5, NA, 2.5, 7.5, NA, 7.5, 10, 10, 10, 
    7.5, 10, 10, 10, 0, 5, 10, NA, 7.5, 7.5, 10, 7.5, 10, NA, 
    10, 5, NA, NA, 10, 7.5, NA, NA, 5, 10, 10, 7.5, 10, 10, NA, 
    NA, NA, 10, 10, 5, 7.5, NA, 7.5, 7.5, NA, 7.5, NA, 2.5, 5, 
    7.5, 10, 2.5, 10, 7.5, 10, 7.5, 5, NA, 5, 10, NA, 2.5, 5, 
    10, NA, 10, 10, 7.5, NA, 2.5, 5, NA, NA, 10, NA, 7.5, NA, 
    7.5, NA, 7.5, 10, NA, 10, 5, NA, NA, 7.5, 10, NA, 7.5, 7.5, 
    10, 0, 10, NA, 10, NA, 7.5, NA, 10, 10, 10, 2.5, 10, 5, NA, 
    10, 7.5, NA, 10, 10, 10, NA, NA, 7.5, 7.5, 10, 7.5, NA, NA, 
    NA, 5, 7.5, 10, 10, NA, 10, 5, NA, NA, 10, 10, 10, NA, 5, 
    2.5, 7.5, 10, 10, 5, NA, NA, 7.5, NA, NA, NA, NA, 10, NA, 
    NA, 7.5, NA, 2.5, 10, 10, 2.5, 10, 7.5, NA, 5, NA, 2.5, 7.5, 
    NA, 7.5, 10, 10, 10, 7.5, 10, 10, 10, 0, 5, 10, NA, 7.5, 
    7.5, 10, 7.5, 10, NA, 10, 5, NA, NA, 10, 7.5, NA, NA, 5, 
    10, 10, 7.5, 10, 10, NA, NA, NA, 10, 10, 5, 7.5, NA, 7.5, 
    7.5, NA, 7.5, NA, 2.5, 5, 7.5, 10, 2.5, 10, 7.5, 10, 7.5, 
    5, NA, 5, 10), pf_religion_estop_operate = c(NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, 7.5, 5, 5, 10, 5, 10, 10, 2.5, NA, 7.5, 5, NA, 
    NA, 10, NA, 10, NA, 10, 7.5, 7.5, 10, NA, 7.5, 10, 10, 7.5, 
    7.5, 10, NA, 7.5, 7.5, 10, 2.5, 7.5, NA, 7.5, 7.5, 10, 7.5, 
    10, 10, 10, 7.5, 7.5, 7.5, 7.5, 10, 7.5, NA, 7.5, 10, 7.5, 
    NA, 10, 10, 10, 10, 7.5, 7.5, NA, NA, 10, 7.5, 10, 7.5, 10, 
    10, 10, 5, NA, 10, 7.5, 10, 10, 7.5, 0, 7.5, 10, 7.5, 7.5, 
    NA, NA, 10, 10, NA, NA, 7.5, 10, NA, NA, 7.5, NA, 5, 10, 
    10, 7.5, 7.5, 7.5, NA, 5, NA, 2.5, 7.5, 5, 7.5, 5, 10, 10, 
    7.5, 7.5, 2.5, 7.5, 5, 7.5, 10, NA, 7.5, 7.5, 10, 10, 10, 
    2.5, 5, 5, 2.5, 2.5, 5, 7.5, NA, 7.5, 5, 10, 10, 10, 7.5, 
    5, NA, NA, NA, 10, 10, 7.5, 7.5, NA, 7.5, 7.5, NA, 7.5, NA, 
    5, 5, 5, 7.5, 5, 10, 10, 10, 7.5, 2.5, NA, 7.5, 5, 7.5, 5, 
    5, 10, 5, 10, 10, 2.5, NA, 7.5, 5, NA, NA, 10, NA, 10, NA, 
    10, 7.5, 7.5, 10, NA, 7.5, 10, 10, 7.5, 7.5, 10, NA, 7.5, 
    7.5, 10, 2.5, 7.5, NA, 7.5, 7.5, 10, 7.5, 10, 10, 10, 7.5, 
    7.5, 7.5, 7.5, 10, 7.5, NA, 7.5, 10, 7.5, NA, 10, 10, 10, 
    10, 7.5, NA, NA, NA, 10, 7.5, 10, 7.5, 10, 10, 10, 5, NA, 
    10, 7.5, 10, 10, 7.5, 0, 7.5, 10, 7.5, 7.5, NA, NA, 10, 10, 
    NA, NA, NA, 10, NA, NA, 7.5, NA, 5, 10, 10, 7.5, 7.5, 7.5, 
    NA, 5, NA, 2.5, 7.5, 5, 7.5, 5, 10, 10, 7.5, 7.5, 2.5, 7.5, 
    5, 7.5, 10, NA, 7.5, 7.5, 10, 10, 10, 2.5, 5, 5, 2.5, 2.5, 
    5, 7.5, NA, 7.5, 5, 10, 10, 10, 7.5, 5, NA, NA, NA, 10, 10, 
    7.5, 7.5, NA, 7.5, 7.5, NA, 7.5, NA, 5, 5, 5, 7.5, 5, 10, 
    10, 10, 7.5, 2.5, NA, 7.5, 5, 7.5, 5, 5, 10, 5, 10, 10, 2.5, 
    NA, 7.5, 5, NA, NA, 10, NA, 10, NA, 10, 7.5, 7.5, 10, NA, 
    7.5, 10, 10, 7.5, 7.5, 10, NA, 7.5, 7.5, 10, 2.5, 7.5, NA, 
    7.5, 7.5, 10, 7.5, 10, 10, 10, 7.5, 7.5, 7.5, 7.5, 10, 7.5, 
    NA, 7.5, 10, 7.5, NA, 10, 10, 10, 10, 7.5, NA, NA, NA, 10, 
    7.5, 10, 7.5, 10, 10, 10, 5, NA, 10, 7.5, 10, 10, 7.5, 0, 
    7.5, 10, 7.5, 7.5, NA, NA, 10, 10, NA, NA, NA, 10, NA, NA, 
    7.5, NA, 5, 10, 10, 7.5, 7.5, 7.5, NA, 5, NA, 2.5, 7.5, 5, 
    7.5, 5, 10, 10, 7.5, 7.5, 2.5, 7.5, 5, 7.5, 10, NA, 7.5, 
    7.5, 10, 10, 10, 2.5, 5, 5, 2.5, 2.5, 5, 7.5, NA, 7.5, 5, 
    10, 10, 10, 7.5, 5, NA, NA, NA, 10, 10, 7.5, 7.5, NA, 7.5, 
    7.5, NA, 7.5, NA, 5, 5, 5, 7.5, 5, 10, 10, 10, 7.5, 2.5, 
    NA, 7.5, 5, NA, 0, 3.3333333330000001, 10, NA, 10, 10, 0, 
    NA, 3.3333333330000001, 6.6666666670000003, NA, NA, 10, NA, 
    6.6666666670000003, NA, 6.6666666670000003, NA, 6.6666666670000003, 
    10, NA, 10, 10, NA, 3.3333333330000001, 10, 10, NA, 10, 10, 
    10, 0, 6.6666666670000003, NA, 6.6666666670000003, NA, 6.6666666670000003, 
    NA, 10, 10, 10, 10, 6.6666666670000003, 3.3333333330000001, 
    NA, 10, 6.6666666670000003, NA, 10, 10, 6.6666666670000003, 
    NA, NA, 10, 6.6666666670000003, 10, 6.6666666670000003, NA, 
    NA, NA, 3.3333333330000001, 6.6666666670000003, 10, 10, NA, 
    10, 3.3333333330000001, NA, NA, 10, 10, 10, NA, 6.6666666670000003, 
    0, 6.6666666670000003, 10, 10, 3.3333333330000001, NA, NA, 
    10, 6.6666666670000003, NA, NA, NA, 10, NA, NA, 3.3333333330000001, 
    NA, 6.6666666670000003, 6.6666666670000003, 10, 3.3333333330000001, 
    6.6666666670000003, 6.6666666670000003, NA, 6.6666666670000003, 
    NA, 0, 6.6666666670000003, NA, 6.6666666670000003, 10, 10, 
    10, 6.6666666670000003, 6.6666666670000003, 3.3333333330000001, 
    10, 3.3333333330000001, 3.3333333330000001, 6.6666666670000003, 
    NA, 6.6666666670000003, 3.3333333330000001, 10, 10, 10, 0, 
    10, 10, NA, 0, 10, 6.6666666670000003, NA, NA, 3.3333333330000001, 
    10, 3.3333333330000001, 10, 10, 6.6666666670000003, NA, NA, 
    NA, 10, 10, 6.6666666670000003, 6.6666666670000003, NA, 10, 
    10, NA, 6.6666666670000003, NA, 0, 3.3333333330000001, 3.3333333330000001, 
    10, 3.3333333330000001, 6.6666666670000003, 10, 10, 6.6666666670000003, 
    3.3333333330000001, 6.6666666670000003, 6.6666666670000003, 
    6.6666666670000003, NA, 0, 3.3333333330000001, 10, NA, 10, 
    10, 0, NA, 3.3333333330000001, 6.6666666670000003, NA, NA, 
    10, NA, 6.6666666670000003, NA, 6.6666666670000003, NA, 6.6666666670000003, 
    10, NA, 10, 10, NA, NA, 10, 10, NA, 10, 10, 10, 0, 6.6666666670000003, 
    NA, 6.6666666670000003, NA, 6.6666666670000003, NA, 10, 10, 
    10, 10, 6.6666666670000003, 3.3333333330000001, NA, 10, 6.6666666670000003, 
    NA, 10, 10, 6.6666666670000003, NA, NA, 10, 6.6666666670000003, 
    10, 6.6666666670000003, NA, NA, NA, 3.3333333330000001, 6.6666666670000003, 
    10, 10, NA, 10, 3.3333333330000001, NA, NA, 10, 10, 10, NA, 
    6.6666666670000003, 0, 6.6666666670000003, 10, 10, 3.3333333330000001, 
    NA, NA, 10, NA, NA, NA, NA, 10, NA, NA, 3.3333333330000001, 
    NA, 6.6666666670000003, 6.6666666670000003, 10, 3.3333333330000001, 
    6.6666666670000003, 6.6666666670000003, NA, 6.6666666670000003, 
    NA, 0, 6.6666666670000003, NA, 6.6666666670000003, 10, 10, 
    10, 6.6666666670000003, 6.6666666670000003, 3.3333333330000001, 
    10, 3.3333333330000001, 3.3333333330000001, 6.6666666670000003, 
    NA, 6.6666666670000003, 3.3333333330000001, 10, 10, 10, NA, 
    10, 10, NA, NA, 10, 6.6666666670000003, NA, NA, 3.3333333330000001, 
    10, 3.3333333330000001, 10, 10, 6.6666666670000003, NA, NA, 
    NA, 10, 10, 6.6666666670000003, 6.6666666670000003, NA, 10, 
    10, NA, 6.6666666670000003, NA, 0, 3.3333333330000001, 3.3333333330000001, 
    10, 3.3333333330000001, 6.6666666670000003, 10, 10, 6.6666666670000003, 
    3.3333333330000001, NA, 6.6666666670000003, 6.6666666670000003, 
    NA, 0, 3.3333333330000001, 10, NA, 10, 10, 0, NA, 3.3333333330000001, 
    6.6666666670000003, NA, NA, 10, NA, 6.6666666670000003, NA, 
    6.6666666670000003, NA, 6.6666666670000003, 10, NA, 10, 10, 
    NA, NA, 10, 10, NA, 10, 10, 10, 0, 6.6666666670000003, NA, 
    6.6666666670000003, NA, 6.6666666670000003, NA, 10, 10, 10, 
    10, 6.6666666670000003, 3.3333333330000001, NA, 10, 6.6666666670000003, 
    NA, 10, 10, 6.6666666670000003, NA, NA, 10, 6.6666666670000003, 
    10, 6.6666666670000003, NA, NA, NA, 3.3333333330000001, 6.6666666670000003, 
    10, 10, NA, 10, 3.3333333330000001, NA, NA, 10, 10, 10, NA, 
    6.6666666670000003, 0, 6.6666666670000003, 10, 10, 3.3333333330000001, 
    NA, NA, 10, NA, NA, NA, NA, 10, NA, NA, 3.3333333330000001, 
    NA, 6.6666666670000003, 6.6666666670000003, 10, 3.3333333330000001, 
    6.6666666670000003, 6.6666666670000003, NA, 6.6666666670000003, 
    NA, 0, 6.6666666670000003, NA, 6.6666666670000003, 10, 10, 
    10, 6.6666666670000003, 6.6666666670000003, 3.3333333330000001, 
    10, 3.3333333330000001, 3.3333333330000001, 6.6666666670000003, 
    NA, 6.6666666670000003, 3.3333333330000001, 10, 10, 10, NA, 
    10, 10, NA, NA, 10, 6.6666666670000003, NA, NA, 3.3333333330000001, 
    10, 3.3333333330000001, 10, 10, 6.6666666670000003, NA, NA, 
    NA, 10, 10, 6.6666666670000003, 6.6666666670000003, NA, 10, 
    10, NA, 6.6666666670000003, NA, 0, 3.3333333330000001, 3.3333333330000001, 
    10, 3.3333333330000001, 6.6666666670000003, 10, 10, 6.6666666670000003, 
    3.3333333330000001, NA, 6.6666666670000003, 6.6666666670000003
    ), pf_religion_estop = c(10, 5, 10, 7.5, 5, 10, 10, 2.5, 
    NA, 10, 7.5, NA, 2.5, 10, NA, 10, NA, 7.5, 10, NA, 5, 0, 
    7.5, 7.5, 5, 10, 7.5, 10, NA, 10, 7.5, 10, 0, 10, NA, 10, 
    10, 10, 7.5, 7.5, 7.5, 10, 10, 5, 2.5, 10, 7.5, 2.5, NA, 
    10, 7.5, 7.5, NA, 7.5, 10, 7.5, 10, 10, 10, NA, NA, 10, 10, 
    7.5, 7.5, 10, 5, 2.5, 2.5, 7.5, 10, 7.5, 10, 10, 5, 7.5, 
    2.5, 7.5, 10, 2.5, NA, 7.5, 10, 7.5, NA, NA, 7.5, 10, 10, 
    10, 5, NA, 2.5, 7.5, 10, 5, 7.5, 7.5, 5, 10, NA, 2.5, 5, 
    7.5, 7.5, 2.5, 10, 10, 7.5, 7.5, 10, 7.5, 2.5, 2.5, 10, NA, 
    7.5, 10, 10, 5, 10, 2.5, 10, 5, 2.5, 0, 10, 10, NA, NA, 5, 
    7.5, 10, 10, 10, 7.5, 7.5, NA, NA, 10, 10, NA, 10, 0, 5, 
    10, NA, 10, NA, 7.5, 2.5, 10, 2.5, 2.5, 10, 10, 7.5, 5, 2.5, 
    NA, NA, 2.5, 10, 5, 10, 7.5, 5, 10, 10, 2.5, NA, 10, 7.5, 
    NA, NA, 10, NA, 10, NA, 7.5, 10, NA, 5, 0, 7.5, 7.5, 5, 10, 
    7.5, 10, NA, 10, 7.5, 10, 0, 10, NA, 10, 10, 10, 7.5, 7.5, 
    7.5, 10, 10, 5, 2.5, 10, 7.5, 2.5, NA, 10, 7.5, 7.5, NA, 
    7.5, 10, 7.5, 10, 10, 10, NA, NA, 10, 10, 7.5, 7.5, 10, 5, 
    2.5, 2.5, NA, 10, 7.5, 10, 10, 5, 7.5, 2.5, 7.5, 10, 2.5, 
    NA, 7.5, 10, 7.5, NA, NA, 7.5, 10, 10, 10, 5, NA, 2.5, 7.5, 
    10, 5, 7.5, 7.5, 5, 10, NA, 2.5, 5, 7.5, 7.5, 2.5, 10, 10, 
    7.5, 7.5, 10, 7.5, 2.5, 2.5, 10, NA, 7.5, 10, 10, 5, 10, 
    2.5, 10, 5, 2.5, 0, 10, 10, NA, NA, 5, 7.5, 10, 10, 10, 7.5, 
    NA, NA, NA, 10, 10, NA, 10, 0, 5, 10, NA, 10, NA, 7.5, 2.5, 
    10, 2.5, 2.5, 10, 10, 7.5, 5, 2.5, NA, NA, 2.5, 10, 5, 10, 
    7.5, 5, 10, 10, 2.5, NA, 10, 7.5, NA, NA, 10, NA, 10, NA, 
    7.5, 10, NA, 5, 0, 7.5, 7.5, 5, 10, 7.5, 10, NA, 10, 7.5, 
    10, 0, 10, NA, 10, 10, 10, 7.5, 7.5, 7.5, 10, 10, 5, 2.5, 
    10, 7.5, 2.5, NA, 10, 7.5, 7.5, NA, 7.5, 10, 7.5, 10, 10, 
    10, NA, NA, 10, 10, 7.5, 7.5, 10, 5, 2.5, 2.5, NA, 10, 7.5, 
    10, 10, 5, 7.5, 2.5, 7.5, 10, 2.5, NA, 7.5, 10, 7.5, NA, 
    NA, 7.5, 10, 10, 10, 5, NA, 2.5, 7.5, 10, 5, 7.5, 7.5, 5, 
    10, NA, 2.5, 5, 7.5, 7.5, 2.5, 10, 10, 7.5, 7.5, 10, 7.5, 
    2.5, 2.5, 10, NA, 7.5, 10, 10, 5, 10, 2.5, 10, 5, 2.5, 0, 
    10, 10, NA, NA, 5, 7.5, 10, 10, 10, 7.5, NA, NA, NA, 10, 
    10, NA, 10, 0, 5, 10, NA, 10, NA, 7.5, 2.5, 10, 2.5, 2.5, 
    10, 10, 7.5, 5, 2.5, NA, NA, 2.5, 8.75, 3.75, 5, 10, 5, 10, 
    10, 2.5, NA, 7.5, 5, NA, NA, 10, NA, 10, NA, 10, 7.5, 6.25, 
    10, NA, 7.5, 8.75, 10, 7.5, 8.75, 10, NA, 7.5, 6.25, 10, 
    2.5, 7.5, NA, 8.75, 7.5, 10, 7.5, 7.5, 10, 10, 8.75, 8.75, 
    5, 7.5, 7.5, 5, NA, 8.75, 8.75, 8.75, NA, 8.75, 10, 8.75, 
    8.75, 7.5, 8.75, NA, NA, 10, 6.25, 10, 8.75, 10, 10, 8.75, 
    5, NA, 10, 7.5, 10, 8.75, 6.25, 1.25, 5, 10, 7.5, 5, NA, 
    NA, 10, 8.75, NA, NA, 7.5, 10, NA, NA, 8.75, NA, 3.75, 10, 
    10, 5, 8.75, 7.5, NA, 5, NA, 2.5, 8.75, 3.75, 7.5, 6.25, 
    10, 7.5, 6.25, 7.5, 6.25, 8.75, 3.75, 5, 10, NA, 6.25, 7.5, 
    7.5, 10, 10, 2.5, 7.5, 3.75, 3.75, 2.5, 6.25, 6.25, NA, 7.5, 
    5, 10, 10, 8.75, 7.5, 6.25, NA, NA, NA, 10, 10, 8.75, 8.75, 
    NA, 8.75, 7.5, NA, 7.5, NA, 3.75, 5, 6.25, 7.5, 2.5, 10, 
    10, 10, 8.75, 2.5, NA, 7.5, 3.75, 8.75, 3.75, 5, 10, 5, 10, 
    10, 2.5, NA, 7.5, 5, NA, NA, 10, NA, 10, NA, 10, 7.5, 6.25, 
    10, NA, 7.5, 8.75, 10, 7.5, 8.75, 10, NA, 7.5, 6.25, 10, 
    2.5, 7.5, NA, 8.75, 7.5, 10, 7.5, 7.5, 10, 10, 8.75, 8.75, 
    5, 7.5, 7.5, 5, NA, 8.75, 8.75, 8.75, NA, 8.75, 10, 8.75, 
    8.75, 7.5, NA, NA, NA, 10, 6.25, 10, 8.75, 10, 10, 8.75, 
    5, NA, 10, 7.5, 10, 8.75, 6.25, 1.25, 5, 10, 7.5, 5, NA, 
    NA, 10, 8.75, NA, NA, NA, 10, NA, NA, 8.75, NA, 3.75, 10, 
    10, 5, 8.75, 7.5, NA, 5, NA, 2.5, 8.75, 3.75, 7.5, 6.25, 
    10, 7.5, 6.25, 7.5, 6.25, 8.75, 3.75, 5, 10, NA, 6.25, 7.5, 
    7.5, 10, 10, 2.5, 7.5, 3.75, 3.75, 2.5, 6.25, 6.25, NA, 7.5, 
    5, 10, 10, 8.75, 7.5, 6.25, NA, NA, NA, 10, 10, 8.75, 8.75, 
    NA, 8.75, 7.5, NA, 7.5, NA, 3.75, 5, 6.25, 7.5, 2.5, 10, 
    10, 10, 8.75, 2.5, NA, 7.5, 3.75, 8.75, 3.75, 5, 10, 5, 10, 
    10, 2.5, NA, 7.5, 5, NA, NA, 10, NA, 10, NA, 10, 7.5, 6.25, 
    10, NA, 7.5, 8.75, 10, 7.5, 8.75, 10, NA, 7.5, 6.25, 10, 
    2.5, 7.5, NA, 8.75, 7.5, 10, 7.5, 7.5, 10, 10, 8.75, 8.75, 
    5, 7.5, 7.5, 5, NA, 8.75, 8.75, 8.75, NA, 8.75, 10, 8.75, 
    8.75, 7.5, NA, NA, NA, 10, 6.25, 10, 8.75, 10, 10, 8.75, 
    5, NA, 10, 7.5, 10, 8.75, 6.25, 1.25, 5, 10, 7.5, 5, NA, 
    NA, 10, 8.75, NA, NA, NA, 10, NA, NA, 8.75, NA, 3.75, 10, 
    10, 5, 8.75, 7.5, NA, 5, NA, 2.5, 8.75, 3.75, 7.5, 6.25, 
    10, 7.5, 6.25, 7.5, 6.25, 8.75, 3.75, 5, 10, NA, 6.25, 7.5, 
    7.5, 10, 10, 2.5, 7.5, 3.75, 3.75, 2.5, 6.25, 6.25, NA, 7.5, 
    5, 10, 10, 8.75, 7.5, 6.25, NA, NA, NA, 10, 10, 8.75, 8.75, 
    NA, 8.75, 7.5, NA, 7.5, NA, 3.75, 5, 6.25, 7.5, 2.5, 10, 
    10, 10, 8.75, 2.5, NA, 7.5, 3.75, NA, 1.25, 4.1666666670000003, 
    10, NA, 10, 10, 3.75, NA, 2.9166666669999999, 5.8333333329999997, 
    NA, NA, 10, NA, 7.0833333329999997, NA, 7.0833333329999997, 
    NA, 7.0833333329999997, 10, NA, 10, 7.5, NA, 5.4166666670000003, 
    8.75, 10, NA, 8.75, 8.75, 10, 0, 8.3333333330000006, NA, 
    8.3333333330000006, NA, 7.0833333329999997, NA, 10, 10, 10, 
    6.25, 8.3333333330000006, 4.1666666670000003, NA, 10, 7.0833333329999997, 
    NA, 10, 10, 8.3333333330000006, NA, NA, 8.75, 7.0833333329999997, 
    10, 7.0833333329999997, NA, NA, NA, 4.1666666670000003, 7.0833333329999997, 
    10, 10, NA, 10, 4.1666666670000003, NA, NA, 10, 10, 10, NA, 
    5.8333333329999997, 1.25, 7.0833333329999997, 10, 10, 4.1666666670000003, 
    NA, NA, 8.75, 7.0833333329999997, NA, NA, NA, 10, NA, NA, 
    5.4166666670000003, NA, 4.5833333329999997, 8.3333333330000006, 
    10, 2.9166666669999999, 8.3333333330000006, 7.0833333329999997, 
    NA, 5.8333333329999997, NA, 1.25, 7.0833333329999997, NA, 
    7.0833333329999997, 10, 10, 10, 7.0833333329999997, 8.3333333330000006, 
    6.6666666670000003, 10, 1.6666666670000001, 4.1666666670000003, 
    8.3333333330000006, NA, 7.0833333329999997, 5.4166666670000003, 
    10, 8.75, 10, 1.25, 10, 7.5, NA, 0, 10, 7.0833333329999997, 
    NA, NA, 4.1666666670000003, 10, 6.6666666670000003, 8.75, 
    10, 8.3333333330000006, NA, NA, NA, 10, 10, 5.8333333329999997, 
    7.0833333329999997, NA, 8.75, 8.75, NA, 7.0833333329999997, 
    NA, 1.25, 4.1666666670000003, 5.4166666670000003, 10, 2.9166666669999999, 
    8.3333333330000006, 8.75, 10, 7.0833333329999997, 4.1666666670000003, 
    5.8333333329999997, 5.8333333329999997, 8.3333333330000006, 
    NA, 1.25, 4.1666666670000003, 10, NA, 10, 10, 3.75, NA, 2.9166666669999999, 
    5.8333333329999997, NA, NA, 10, NA, 7.0833333329999997, NA, 
    7.0833333329999997, NA, 7.0833333329999997, 10, NA, 10, 7.5, 
    NA, NA, 8.75, 10, NA, 8.75, 8.75, 10, 0, 8.3333333330000006, 
    NA, 8.3333333330000006, NA, 7.0833333329999997, NA, 10, 10, 
    10, 6.25, 8.3333333330000006, 4.1666666670000003, NA, 10, 
    7.0833333329999997, NA, 10, 10, 8.3333333330000006, NA, NA, 
    8.75, 7.0833333329999997, 10, 7.0833333329999997, NA, NA, 
    NA, 4.1666666670000003, 7.0833333329999997, 10, 10, NA, 10, 
    4.1666666670000003, NA, NA, 10, 10, 10, NA, 5.8333333329999997, 
    1.25, 7.0833333329999997, 10, 10, 4.1666666670000003, NA, 
    NA, 8.75, NA, NA, NA, NA, 10, NA, NA, 5.4166666670000003, 
    NA, 4.5833333329999997, 8.3333333330000006, 10, 2.9166666669999999, 
    8.3333333330000006, 7.0833333329999997, NA, 5.8333333329999997, 
    NA, 1.25, 7.0833333329999997, NA, 7.0833333329999997, 10, 
    10, 10, 7.0833333329999997, 8.3333333330000006, 6.6666666670000003, 
    10, 1.6666666670000001, 4.1666666670000003, 8.3333333330000006, 
    NA, 7.0833333329999997, 5.4166666670000003, 10, 8.75, 10, 
    NA, 10, 7.5, NA, NA, 10, 7.0833333329999997, NA, NA, 4.1666666670000003, 
    10, 6.6666666670000003, 8.75, 10, 8.3333333330000006, NA, 
    NA, NA, 10, 10, 5.8333333329999997, 7.0833333329999997, NA, 
    8.75, 8.75, NA, 7.0833333329999997, NA, 1.25, 4.1666666670000003, 
    5.4166666670000003, 10, 2.9166666669999999, 8.3333333330000006, 
    8.75, 10, 7.0833333329999997, 4.1666666670000003, NA, 5.8333333329999997, 
    8.3333333330000006, NA, 1.25, 4.1666666670000003, 10, NA, 
    10, 10, 3.75, NA, 2.9166666669999999, 5.8333333329999997, 
    NA, NA, 10, NA, 7.0833333329999997, NA, 7.0833333329999997, 
    NA, 7.0833333329999997, 10, NA, 10, 7.5, NA, NA, 8.75, 10, 
    NA, 8.75, 8.75, 10, 0, 8.3333333330000006, NA, 8.3333333330000006, 
    NA, 7.0833333329999997, NA, 10, 10, 10, 6.25, 8.3333333330000006, 
    4.1666666670000003, NA, 10, 7.0833333329999997, NA, 10, 10, 
    8.3333333330000006, NA, NA, 8.75, 7.0833333329999997, 10, 
    7.0833333329999997, NA, NA, NA, 4.1666666670000003, 7.0833333329999997, 
    10, 10, NA, 10, 4.1666666670000003, NA, NA, 10, 10, 10, NA, 
    5.8333333329999997, 1.25, 7.0833333329999997, 10, 10, 4.1666666670000003, 
    NA, NA, 8.75, NA, NA, NA, NA, 10, NA, NA, 5.4166666670000003, 
    NA, 4.5833333329999997, 8.3333333330000006, 10, 2.9166666669999999, 
    8.3333333330000006, 7.0833333329999997, NA, 5.8333333329999997, 
    NA, 1.25, 7.0833333329999997, NA, 7.0833333329999997, 10, 
    10, 10, 7.0833333329999997, 8.3333333330000006, 6.6666666670000003, 
    10, 1.6666666670000001, 4.1666666670000003, 8.3333333330000006, 
    NA, 7.0833333329999997, 5.4166666670000003, 10, 8.75, 10, 
    NA, 10, 7.5, NA, NA, 10, 7.0833333329999997, NA, NA, 4.1666666670000003, 
    10, 6.6666666670000003, 8.75, 10, 8.3333333330000006, NA, 
    NA, NA, 10, 10, 5.8333333329999997, 7.0833333329999997, NA, 
    8.75, 8.75, NA, 7.0833333329999997, NA, 1.25, 4.1666666670000003, 
    5.4166666670000003, 10, 2.9166666669999999, 8.3333333330000006, 
    8.75, 10, 7.0833333329999997, 4.1666666670000003, NA, 5.8333333329999997, 
    8.3333333330000006), pf_religion_harassment = c(9.5666666669999998, 
    6.8733333329999997, 8.9044444439999992, 9.0377777780000006, 
    8.5777777779999997, 8.2888888890000008, 8.1311111109999992, 
    8.4222222220000003, 9.4444444440000002, 8.3622222219999998, 
    6.0888888889999997, 9.4444444440000002, 8.4711111110000008, 
    8.3333333330000006, 9.5933333330000004, 8.6066666670000007, 
    9.4266666669999992, 8.8511111109999998, 8.4177777779999996, 
    9.7777777780000008, 8.1577777779999998, NA, 8.0888888889999997, 
    8.1288888890000006, 9.3000000000000007, 8.6177777780000007, 
    8.4955555559999993, 8.4444444440000002, 9.7777777780000008, 
    7.0888888889999997, 9.2044444439999999, 9.1422222219999991, 
    7.4822222219999999, 8.2111111109999992, 7.9022222219999998, 
    9.5333333329999999, 9.4444444440000002, 9.4444444440000002, 
    9.1044444440000003, 8.6111111109999996, 8.4822222220000008, 
    7.7400000000000002, 10, 9.3333333330000006, 5.8777777779999996, 
    9.4444444440000002, 9.1111111109999996, 8.1400000000000006, 
    9.0555555559999998, 8.7044444439999999, 7.0888888889999997, 
    9.8888888890000004, 8.6711111110000001, 8.1044444440000003, 
    7.2599999999999998, 8.7777777780000008, 7.5777777779999997, 
    8.8822222219999993, 9.0933333330000004, 9.8888888890000004, 
    9.6666666669999994, 8.9266666669999992, 8.8333333330000006, 
    9.4822222220000008, 7.9644444439999997, 9.5555555559999998, 
    5.5444444439999998, 6.2400000000000002, 6.9377777780000001, 
    5.244444444, 8.5933333330000004, 6.4555555560000002, 7.8088888890000003, 
    9.4444444440000002, 9.2777777780000008, 7.7511111110000002, 
    8.4711111110000008, 7.6666666670000003, 9.1266666670000003, 
    8.0600000000000005, 7.733333333, 8.2044444439999999, 9.1111111109999996, 
    7.9444444440000002, 9.6666666669999994, 9.4377777779999992, 
    7.5333333329999999, 9.0288888889999992, 9.5555555559999998, 
    8.6600000000000001, 9.2888888890000008, 9.4266666669999992, 
    6.8844444439999997, 9, 9.1488888890000002, 9.0666666669999998, 
    9.1844444440000004, 7.3844444439999997, 7.6777777780000003, 
    9.0377777780000006, 8.9755555559999998, 8.1044444440000003, 
    9.2888888890000008, 6.8666666669999996, 9.7888888890000008, 
    7.5577777780000002, 8.4444444440000002, 9.3333333330000006, 
    9.6600000000000001, 9.2955555560000001, 6.4777777780000001, 
    8.6111111109999996, 8.9000000000000004, 5.9622222220000003, 
    9.0222222219999999, 8.6288888890000006, 9.5666666669999998, 
    9.2599999999999998, 8.1111111109999996, 8.1600000000000001, 
    9.4822222220000008, 8.6111111109999996, 7.9377777780000001, 
    5.9666666670000001, 8.682222222, 7.1444444440000003, 9.5666666669999998, 
    8.8888888890000004, 9.8888888890000004, 8.7622222220000001, 
    8.5777777779999997, 8.5555555559999998, 9.1777777779999994, 
    8.2777777780000008, 7.7400000000000002, 7.4400000000000004, 
    8.1755555560000008, 9.6666666669999994, 9.2977777780000004, 
    8.3711111109999994, 7.715555556, 5.4333333330000002, 9.2777777780000008, 
    8.3888888890000004, 8.3266666669999996, 7.4177777779999996, 
    9.2400000000000002, 9.5933333330000004, 8.7599999999999998, 
    8.0333333329999999, 7.0488888889999997, 7.5555555559999998, 
    7.4844444440000002, 8.0711111110000004, 7.5733333329999999, 
    7.9066666669999996, 9, 9.0377777780000006, 8.6155555560000003, 
    NA, 8.3266666669999996, 9.3333333330000006, 9.2333333329999991, 
    6.8955555559999997, 8.8155555559999996, 8.9444444440000002, 
    8.5555555559999998, 8.6666666669999994, 8.2222222219999992, 
    8.5511111110000009, 9.3555555560000005, 8.2888888890000008, 
    7.1288888889999997, 9.4444444440000002, NA, 8.3000000000000007, 
    9.8888888890000004, 10, 9.2888888890000008, 8.8888888890000004, 
    8.2888888890000008, 10, 8.7955555560000001, NA, 7.6177777779999998, 
    8.4622222219999994, 9.0222222219999999, 9.1555555559999995, 
    8.4955555559999993, 8.4444444440000002, 9.2222222219999992, 
    7.6444444440000003, 8.4111111110000003, 9.6666666669999994, 
    7.1399999999999997, 8.9444444440000002, 8.4733333329999994, 
    8.8888888890000004, 9.5555555559999998, 9.3888888890000004, 
    9.4000000000000004, 8.6666666669999994, 8.8000000000000007, 
    7.8511111109999998, 10, 9.5555555559999998, 6.1666666670000003, 
    9.4444444440000002, 9.5555555559999998, 9.3111111110000007, 
    9.5, 9.2222222219999992, 7.6844444440000004, 9.4444444440000002, 
    9.011111111, 8.4177777779999996, 7.6444444440000003, 8.9555555560000002, 
    8.3333333330000006, 9.4444444440000002, 8.6666666669999994, 
    9.8155555559999996, 9.6666666669999994, 9.3333333330000006, 
    9, 9.2777777780000008, 8.4000000000000004, 9.2222222219999992, 
    6.1777777780000003, 6.3444444439999996, 7.011111111, NA, 
    8.3333333330000006, 7.0266666669999998, 7.5444444439999998, 
    9.6222222219999995, 8.9444444440000002, 7.7622222220000001, 
    8.4444444440000002, 7.5177777780000001, 8.7555555559999991, 
    7.9377777780000001, 7.3822222220000002, 8.5666666669999998, 
    9.1222222219999995, 8.3000000000000007, 9.7777777780000008, 
    9.1844444440000004, 7.5711111109999996, 8.9555555560000002, 
    9.8511111109999998, 8.511111111, 9.8444444440000005, 9.3888888890000004, 
    7.2733333330000001, 8.6666666669999994, 9.2222222219999992, 
    9.0666666669999998, 9.3333333330000006, 8.2555555559999991, 
    7.7999999999999998, 9.3333333330000006, 8.2444444440000009, 
    8.0999999999999996, 9.9555555560000002, 7.5222222219999999, 
    9.8000000000000007, 7.7999999999999998, 8.3888888890000004, 
    9.6666666669999994, 9.511111111, 8.3244444439999992, 6.755555556, 
    8.8333333330000006, 9.4444444440000002, 5.6955555560000004, 
    9.2888888890000008, 8.6288888890000006, 9.5555555559999998, 
    9.1111111109999996, 8.8888888890000004, 8.7333333329999991, 
    9.8888888890000004, 8.7044444439999999, 8.2066666670000004, 
    6.2000000000000002, 9.1888888889999993, 7.511111111, 9.7888888890000008, 
    9.0666666669999998, 10, 9.6444444439999995, 8.8555555560000005, 
    8.8888888890000004, 9.8444444440000005, 8.2622222220000001, 
    8.9266666669999992, 7.0066666670000002, NA, 9.7044444439999999, 
    9.1111111109999996, 8.7044444439999999, 8.4266666669999992, 
    6.0888888889999997, 9.3333333330000006, 8.1777777779999994, 
    8.8666666670000005, 7.4266666670000001, 8.7577777779999995, 
    9.5555555559999998, 9.6111111109999996, 7.9000000000000004, 
    7.2111111110000001, 7.6444444440000003, 7.7288888890000003, 
    8.5222222219999999, 7.8155555559999996, 7.346666667, 10, 
    9.2888888890000008, 7.988888889, NA, 8.9111111110000003, 
    9.3622222219999998, 9.7044444439999999, 7.4622222220000003, 
    9.5711111110000004, 9.0377777780000006, 8.3666666670000005, 
    8.7955555560000001, 8.7977777780000004, 7.2777777779999999, 
    9.6222222219999995, 7.511111111, 7.2000000000000002, 9.2599999999999998, 
    NA, 8.7044444439999999, 9.6666666669999994, 9.9266666669999992, 
    8.9199999999999999, 9.5555555559999998, 8.4177777779999996, 
    9.9266666669999992, 8.6311111109999992, NA, 8.1911111109999997, 
    9.1666666669999994, 9.2599999999999998, 8.8888888890000004, 
    9.2222222219999992, 9.7222222219999992, 7.5555555559999998, 
    9.5933333330000004, 8.8888888890000004, 7.755555556, 8.9066666669999996, 
    8.9866666669999997, 8.8888888890000004, 8.8822222219999993, 
    9.6666666669999994, 8.0733333330000008, 9.7777777780000008, 
    8.7777777780000008, 9.3555555560000005, 8.8155555559999996, 
    9.7777777780000008, 9.8888888890000004, 9.0933333330000004, 
    9.4444444440000002, 9.3333333330000006, 9.3555555560000005, 
    8.4733333329999994, 8.7977777780000004, 9.4444444440000002, 
    8.0155555560000007, 9.5555555559999998, 9.5600000000000005, 
    8.0622222220000008, 8.6111111109999996, 9.1111111109999996, 
    9.3333333330000006, 9.5044444440000007, 9, 9.6666666669999994, 
    9.8444444440000005, 9.6288888890000006, 9.4000000000000004, 
    9.4377777779999992, 8.9266666669999992, 9.1111111109999996, 
    6.988888889, 6.5222222219999999, NA, 6.1888888890000002, 
    8.5933333330000004, 7.0555555559999998, 9.7044444439999999, 
    9.3711111109999994, 7.4111111110000003, 8.6199999999999992, 
    7.2000000000000002, 9.5199999999999996, 8.0044444440000007, 
    8.4422222219999998, 7.9066666669999996, 7.9822222219999999, 
    9.0844444440000007, 6.9222222220000003, 9.6666666669999994, 
    9.7777777780000008, 9.1488888890000002, 9.2599999999999998, 
    9.0377777780000006, 10, 8.8288888889999999, 9.9266666669999992, 
    7.3399999999999999, 8.1400000000000006, 9.3333333330000006, 
    9.8888888890000004, 9.4155555559999993, 9.7044444439999999, 
    9.8888888890000004, 8.9066666669999996, 9.6666666669999994, 
    9.4266666669999992, 8.9488888889999991, 8.4555555560000002, 
    9.7333333329999991, 6.5777777779999997, 9.7777777780000008, 
    9.5377777780000006, 8.6622222220000005, 8.6111111109999996, 
    9.8155555559999996, 9.8822222219999993, 9.2400000000000002, 
    9.5555555559999998, 6.1955555560000004, 9.6666666669999994, 
    7.1666666670000003, 9.8888888890000004, 8.8888888890000004, 
    9.3333333330000006, 9.3511111109999998, 9.7777777780000008, 
    9.1488888890000002, 8.8155555559999996, 9.6666666669999994, 
    9.4444444440000002, 8.8533333330000001, 9.7777777780000008, 
    9.7777777780000008, 7.4377777780000001, 9.5, 8.9111111110000003, 
    8.7222222219999992, 9.6288888890000006, 8.0555555559999998, 
    NA, 6.988888889, 9.5555555559999998, 9.2599999999999998, 
    8.4622222219999994, 8.8511111109999998, 6.0888888889999997, 
    9.5555555559999998, 8.988888889, 8.3888888890000004, 7.6444444440000003, 
    9.9266666669999992, 9.7777777780000008, 7.6888888890000002, 
    7.0444444439999998, 8.4955555559999993, 7.8266666669999996, 
    8.7599999999999998, 8.2955555560000001, 7.7888888889999999, 
    9.6666666669999994, 9.0866666669999994, 7.9666666670000001, 
    NA, 8.5777777779999997, 8.591111111, 9.6600000000000001, 
    7.6155555560000003, 8.2888888890000008, 9.2599999999999998, 
    7.9288888890000004, 9.3333333330000006, 9.1666666669999994, 
    7.7288888890000003, 9.6666666669999994, 7.4222222220000003, 
    6.0999999999999996, 9.5555555559999998, NA, 8.8155555559999996, 
    9.8888888890000004, 9.5933333330000004, 9.0377777780000006, 
    9.7777777780000008, 8.0844444440000007, 10, 8.6311111109999992, 
    NA, 7.9955555560000002, 8.8711111109999994, 9.3711111109999994, 
    9.5222222219999999, 9.3333333330000006, 9.7222222219999992, 
    7.0666666669999998, 8.8333333330000006, 8.7777777780000008, 
    7.5555555559999998, 9.2400000000000002, 8.8866666670000001, 
    8.8133333329999992, 8.5488888890000005, 9.7777777780000008, 
    8.2777777780000008, 9.8888888890000004, 8.511111111, 9.3222222220000006, 
    8.9933333330000007, 9.7777777780000008, 9.8888888890000004, 
    8.9444444440000002, 9.6666666669999994, 9.4444444440000002, 
    9.0222222219999999, 7.7622222220000001, 8.908888889, 9.2444444440000009, 
    7.9111111110000003, 9.3333333330000006, 9.7266666669999999, 
    8.3911111110000007, 7.8933333330000002, 8.7777777780000008, 
    9.3333333330000006, 9.7044444439999999, 8.9822222220000008, 
    9.6666666669999994, 9.8444444440000005, 9.5177777779999992, 
    9.511111111, 8.8822222219999993, 8.806666667, 9.1844444440000004, 
    6.3955555559999997, 6.1555555560000004, NA, 6.1666666670000003, 
    8.4444444440000002, 6.988888889, 9.7044444439999999, 8.9822222220000008, 
    7.5888888889999997, 8.6866666670000008, 7.2222222220000001, 
    9.2533333330000005, 8.1600000000000001, 8.1088888889999993, 
    NA, 8.9711111110000008, 8.7888888890000008, 7.6111111109999996, 
    NA, 9.4444444440000002, 9.0377777780000006, 9.2977777780000004, 
    8.9444444440000002, 10, 8.7177777780000003, 9.8155555559999996, 
    8.1644444440000008, 8.2400000000000002, 9, 10, 9.215555556, 
    9.8155555559999996, 10, 8.5955555560000008, 9.5555555559999998, 
    9.6044444440000003, 9.215555556, 8.5511111110000009, 9.4000000000000004, 
    6.7111111110000001, 9.6666666669999994, 9.5377777780000006, 
    7.6955555560000004, 8.7222222219999992, 9.8888888890000004, 
    10, 8.3622222219999998, 9.2222222219999992, 5.6111111109999996, 
    9.6666666669999994, 7.1333333330000004, 9.8888888890000004, 
    8.4822222220000008, 9.3333333330000006, 9.5177777779999992, 
    9.7777777780000008, 8.9933333330000007, 8.2888888890000008, 
    9.6666666669999994, 9.3333333330000006, 8.9644444439999997, 
    9.8888888890000004, 9.7777777780000008, 7.5044444439999998, 
    9.2400000000000002, 8.7333333329999991, 8.4111111110000003, 
    9.6288888890000006, 7.5666666669999998, NA, 6.7000000000000002, 
    9.4266666669999992, 9.1488888890000002, 8.4622222219999994, 
    8.8133333329999992, 6.9111111110000003, 9.5555555559999998, 
    8.7333333329999991, 7.0844444439999998, 7.7733333330000001, 
    9.8888888890000004, 9.7777777780000008, 7.7777777779999999, 
    7.2133333329999996, 8.2733333330000001, 8.4822222220000008, 
    8.7488888889999998, 7.806666667, 8.2400000000000002, 9.6666666669999994, 
    9.1600000000000001, 7.7222222220000001, NA, 9.0666666669999998, 
    9.5555555559999998, 9.9555555560000002, 7.5955555559999999, 
    8.2444444440000009, 9.1111111109999996, 8.3555555560000005, 
    8.9266666669999992, 8.4266666669999992, 7.7511111110000002, 
    9.6666666669999994, 6.9666666670000001, 6.9844444440000002, 
    9.3711111109999994, NA, 8.2711111109999997, 9.8888888890000004, 
    9.2599999999999998, NA, 9.8888888890000004, 8.011111111, 
    9.5377777780000006, 8.8555555560000005, NA, 7.9400000000000004, 
    9.3711111109999994, 9.3155555559999996, 9.4266666669999992, 
    9.1666666669999994, 9.7777777780000008, 7.733333333, 8.8622222219999998, 
    8.4444444440000002, 7.54, 8.7777777780000008, 9.0199999999999996, 
    8.2133333329999996, 8.2888888890000008, 9.5933333330000004, 
    7.8511111109999998, 9.8155555559999996, 8.7333333329999991, 
    9.2888888890000008, 9.1400000000000006, 9.6666666669999994, 
    9.8888888890000004, 9.2222222219999992, 9.8155555559999996, 
    9.4444444440000002, 9.0222222219999999, 7.6844444440000004, 
    9.0933333330000004, 8.9933333330000007, 7.5, 9.2222222219999992, 
    10, 8.1666666669999994, 7.5, 7.8888888890000004, 9.5555555559999998, 
    NA, 8.7444444440000009, 9.5555555559999998, 9.8888888890000004, 
    9.5933333330000004, 9.8155555559999996, 9.2599999999999998, 
    8.6222222219999995, 9.2599999999999998, 6.0888888889999997, 
    6.1777777780000003, NA, 6.244444444, 8.5555555559999998, 
    6.6111111109999996, 9.5933333330000004, 9.1488888890000002, 
    7.6711111110000001, 8.3599999999999994, 6.8399999999999999, 
    9.1222222219999995, 7.715555556, 7.9555555560000002, NA, 
    8.8599999999999994, 9.1222222219999995, 6.9222222220000003, 
    NA, NA, 9.4066666669999996, 9.1844444440000004, 8.9444444440000002, 
    10, 8.8666666670000005, 9.0600000000000005, 7.6111111109999996, 
    7.2622222220000001, 9, 9.8888888890000004, 8.6733333330000004, 
    9.0311111109999995, 10, 8.4177777779999996, 9.6666666669999994, 
    9.5377777780000006, 9.4444444440000002, 8.1888888889999993, 
    9.3333333330000006, 6.8222222219999997, 9.7777777780000008, 
    9.5377777780000006, 7.9222222220000003, 8.2777777780000008, 
    9.6666666669999994, 9.9266666669999992, 8.9288888889999996, 
    9.2222222219999992, 5.3777777779999996, 9.6666666669999994, 
    6.7777777779999999, 9.8888888890000004, 8.2977777780000004, 
    9.3333333330000006, 9.3711111109999994, 9.5555555559999998, 
    9.1600000000000001, 8.5288888889999992, 9.4822222220000008, 
    9.3711111109999994, 8.6311111109999992, NA, 9.7777777780000008, 
    7.306666667, 9, 8.715555556, 8.5, 9.7400000000000002, 6.5444444439999998, 
    NA, 6.3333333329999997, 9.4266666669999992, 9.4066666669999996, 
    8.4177777779999996, 8.4444444440000002, 5.6555555560000004, 
    9.5555555559999998, 8.5, 7.4844444440000002, 7.4400000000000004, 
    9.8822222219999993, 9.7777777780000008, 7.2733333330000001, 
    7.5955555559999999, 8.1400000000000006, 8.0600000000000005, 
    8.2377777779999999, 7.6399999999999997, 8.0666666669999998, 
    9.5177777779999992, 8.6266666670000003, 7.3600000000000003, 
    NA, 8.9622222219999994, 9.2888888890000008, 10, 7.3511111109999998, 
    8.5222222219999999, 9.3711111109999994, 8.3000000000000007, 
    8.8711111109999994, 8.7222222219999992, 7.1511111109999996, 
    9.6666666669999994, 7.3888888890000004, 7.0288888890000001, 
    9.4444444440000002, NA, 8.7133333329999996, 9.8888888890000004, 
    9.5933333330000004, NA, 9.7777777780000008, 8.1955555560000004, 
    10, 8.7222222219999992, NA, 8.0288888889999992, 9.3711111109999994, 
    9.1488888890000002, 9.3711111109999994, 9.2400000000000002, 
    9.6666666669999994, 7.9333333330000002, 8.5844444440000007, 
    8.7777777780000008, 8.0044444440000007, 8.8688888890000008, 
    9.1311111109999992, 8.0577777780000002, 8.5177777779999992, 
    9.5933333330000004, 8.2044444439999999, 9.5488888890000005, 
    8.7333333329999991, 8.7933333329999996, 8.8155555559999996, 
    9.7777777780000008, 9.7777777780000008, 8.7222222219999992, 
    9.8888888890000004, 9.5555555559999998, 8.9600000000000009, 
    7.0955555559999999, 9.3333333330000006, 9.3266666669999996, 
    8.0222222219999999, 9.4066666669999996, 10, 8.7711111109999997, 
    7.8888888890000004, 8.8511111109999998, 9.4444444440000002, 
    NA, 9.2400000000000002, 9.5555555559999998, 9.8888888890000004, 
    9.1866666670000008, 9.6311111109999992, 9.5933333330000004, 
    8.8155555559999996, 9.2599999999999998, 6.1733333330000004, 
    6.0555555559999998, NA, 7.0666666669999998, 9.1111111109999996, 
    7.1333333330000004, 9.5933333330000004, 9.0933333330000004, 
    7.3600000000000003, 8.5266666670000006, 7.1888888890000002, 
    8.8622222219999998, 8.3155555559999996, 7.9111111110000003, 
    NA, 8.5044444440000007, 9.2711111109999997, 7.5666666669999998, 
    NA, NA, 9.3711111109999994, 9.1844444440000004, 8.9244444440000006, 
    10, 9.0311111109999995, 9.9266666669999992, 7.6777777780000003, 
    7.4288888890000004, 9.2222222219999992, 9.8888888890000004, 
    9.0377777780000006, 9.2222222219999992, 9.8888888890000004, 
    8.0155555560000007, 9.6666666669999994, 9.3377777779999995, 
    9.1111111109999996, 8.3666666670000005, 9.7777777780000008, 
    7.8688888889999999, 9.7777777780000008, 9.5933333330000004, 
    7.7000000000000002, 8.7599999999999998, 9.5933333330000004, 
    9.4666666670000001, 9.4266666669999992, 9.1111111109999996, 
    5.4111111110000003, 9.6666666669999994, 7.1333333330000004, 
    9.8888888890000004, 8.3533333330000001, 9.6488888890000002, 
    9.6666666669999994, 9.7777777780000008, 9.2711111109999997, 
    8.306666667, 9.4266666669999992, 9.3711111109999994, 8.8155555559999996, 
    NA, 9.7777777780000008, 7.2288888890000003, 8.6111111109999996, 
    8.4933333330000007, 8.3444444440000005, 9.8888888890000004, 
    7.4555555560000002, NA, 6.9000000000000004, 9.3155555559999996, 
    9.0733333330000008, 8.5377777780000006, 8.3888888890000004, 
    7.266666667, 9.4444444440000002, 8.8444444440000005, 7.8822222220000002, 
    7.6622222219999996, 9.9266666669999992, 9.6666666669999994, 
    8.3511111109999998, 7.6511111109999996, 8.0955555560000008, 
    8.2200000000000006, 8.8377777779999995, 8.0177777779999992, 
    8.3333333330000006, 10, 8.9377777779999992, 7.4333333330000002, 
    NA, 9.2955555560000001, 8.8666666670000005, 9.9000000000000004, 
    7.8288888889999999, 8.7599999999999998, 9.5933333330000004, 
    8.0777777779999997, 8.8511111109999998, 8.7977777780000004, 
    8.4044444439999992, 9.4444444440000002, 8.011111111, 6.051111111, 
    9.5933333330000004, NA, 8.6577777779999998, 9.8888888890000004, 
    9.7044444439999999, NA, 9.7044444439999999, 8.6600000000000001, 
    9.8888888890000004, 8.6422222219999991, NA, 8.3822222219999993, 
    9.4066666669999996, 9.0044444440000007, 9.5933333330000004, 
    8.9066666669999996, 9.6666666669999994, 7.755555556, 8.3733333329999997, 
    8.7777777780000008, 7.7266666669999999, 8.4955555559999993, 
    9.1866666670000008, 8.3288888889999999, 8.5844444440000007, 
    9.8888888890000004, 8.1111111109999996, 9.5844444440000007, 
    8.5777777779999997, 8.7488888889999998, 8.9488888889999991, 
    9.7044444439999999, 9.8888888890000004, 8.908888889, 10, 
    9.4444444440000002, 8.8711111109999994, 8.0222222219999999, 
    8.8933333329999993, 9.2888888890000008, 7.9555555560000002, 
    9.1844444440000004, 9.6955555560000004, 8.5266666670000006, 
    7.5666666669999998, 8.6288888890000006, 9.2222222219999992, 
    NA, 9.3511111109999998, 9.3711111109999994, 9.5999999999999996, 
    9.1488888890000002, 9.4066666669999996, 9.8000000000000007, 
    8.6955555560000004, 9.3711111109999994, 5.9222222220000003, 
    6.2622222220000001, NA, 6.7999999999999998, 9.3333333330000006, 
    6.988888889, 9.5933333330000004, 8.7599999999999998, 7.3666666669999996, 
    8.4866666669999997, 6.8733333329999997, 9.3444444440000005, 
    8.6111111109999996, 8.5, NA, 8.0822222220000004, 8.9733333329999994, 
    8.0444444439999998, NA, NA, 9.5933333330000004, 9.1400000000000006, 
    8.7400000000000002, 10, 8.5844444440000007, 9.5933333330000004, 
    7.948888889, 8.5044444440000007, 9.4444444440000002, 9.7777777780000008, 
    8.7599999999999998, 9.0733333330000008, 9.8888888890000004, 
    8.5044444440000007, 9.6666666669999994, 9.2622222220000001, 
    9.0377777780000006, 8.4733333329999994, 9.5488888890000005, 
    7.5177777780000001, 9.8888888890000004, 9.5555555559999998, 
    8.0066666669999993, 8.5377777780000006, 9.3711111109999994, 
    9.3266666669999996, 9.3822222219999993, 9.0377777780000006, 
    5.9555555560000002, 9.6666666669999994, 7.3222222219999997, 
    9.7777777780000008, 8.4644444439999997, 9.6288888890000006, 
    9.5555555559999998, 9.7044444439999999, 9.1600000000000001, 
    8.5288888889999992, 9.5933333330000004, 9.1488888890000002, 
    9.4444444440000002, NA, 9.8888888890000004, 7.051111111, 
    9.5666666669999998, 8.3822222219999993, 8.7888888890000008, 
    9.215555556, 10, NA, 7.7400000000000002, 9.2599999999999998, 
    9.4377777779999992, 8.908888889, 8.6111111109999996, 8.1044444440000003, 
    9.5555555559999998, 8.7266666669999999, 7.9111111110000003, 
    8.2400000000000002, 9.9266666669999992, 9.3711111109999994, 
    8.182222222, 7.3155555559999996, 7.7177777780000003, 7.7622222220000001, 
    9.2599999999999998, 7.4733333330000002, 7.8200000000000003, 
    10, 8.806666667, 7.3555555559999997, NA, 9.0288888889999992, 
    8.5288888889999992, 10, 7.8733333329999997, 9.5488888890000005, 
    9.4177777779999996, 8.7622222220000001, 9.2222222219999992, 
    8.7400000000000002, 8.3955555559999997, 9.7777777780000008, 
    8.7222222219999992, 6.8666666669999996, 9.7044444439999999, 
    NA, 8.9622222219999994, 10, 10, NA, 9.8155555559999996, 8.8333333330000006, 
    10, 8.9177777779999996, NA, 8.2400000000000002, 9.4822222220000008, 
    9.7777777780000008, NA, 9.2400000000000002, 9.7777777780000008, 
    NA, 9.715555556, 9.1844444440000004, 7.9733333330000002, 
    8.7577777779999995, 8.7400000000000002, 9.1955555560000004, 
    8.8888888890000004, 9.7777777780000008, 8.9933333330000007, 
    9.4377777779999992, 9.0377777780000006, 9.0600000000000005, 
    9.0600000000000005, 9.7044444439999999, 9.8888888890000004, 
    8.7222222219999992, 10, 9.4444444440000002, 8.9266666669999992, 
    7.693333333, 9.1288888890000006, 9.5666666669999998, 8.3000000000000007, 
    NA, 9.9266666669999992, 8.9244444440000006, 8.7222222219999992, 
    8.6488888890000002, 9.4444444440000002, NA, 9.8888888890000004, 
    10, 10, 9.8155555559999996, 9.8155555559999996, 9.5777777779999997, 
    9.2222222219999992, 9.3711111109999994, 6.3777777779999996, 
    6.6444444440000003, NA, 6.1333333330000004, 9.2044444439999999, 
    7.5555555559999998, 9.8888888890000004, 9.8711111109999994, 
    8.284444444, 9.0377777780000006, 8.1511111110000005, 8.9111111110000003, 
    8.9066666669999996, 9.5377777780000006, NA, 8.6377777780000002, 
    NA, 9.0555555559999998, NA, NA, 9.4822222220000008, 9.2955555560000001, 
    8.9244444440000006, 9.8333333330000006, 9.3933333329999993, 
    9.7333333329999991, 9.0777777779999997, 9.3444444440000005, 
    9.8444444440000005, 10, 9.5666666669999998, 9.3933333329999993, 
    9.8888888890000004, 8.4666666670000001, 9.7777777780000008, 
    9.0333333329999999, 9.7777777780000008, 8.9844444439999993, 
    9.4822222220000008, 7.755555556, 9.8888888890000004, 9.6666666669999994, 
    7.9111111110000003, 9.1488888890000002, 9.8377777779999995, 
    9.8888888890000004, 9.1600000000000001, 9.8333333330000006, 
    6.1111111109999996, 9.4822222220000008, 7.733333333, 10, 
    8.9622222219999994, 9.7777777780000008, NA, 9.8888888890000004, 
    9.6266666670000003, 8.3888888890000004, NA, 9.7044444439999999, 
    9.4822222220000008, NA, 9.8888888890000004, 7.817777778, 
    9.7222222219999992, 8.7400000000000002, 8.9555555560000002, 
    9.2044444439999999, 9.9266666669999992, NA, NA, NA, 9.1844444440000004, 
    8.7400000000000002, 8.9444444440000002, 7.5066666670000002, 
    NA, 8.6600000000000001, 9.1777777779999994, NA, 9.8888888890000004, 
    9.7777777780000008, 9.2599999999999998, 8.0844444440000007, 
    9.1888888889999993, 8.8133333329999992, 9.8333333330000006, 
    8.0777777779999997, 8.6488888890000002, 10, 8.8733333329999997, 
    7.6133333329999999, NA, 9.4355555560000006, 8.9622222219999994, 
    9.6844444440000004, 7.784444444, 8.6511111110000005, 9.4444444440000002, 
    8.4288888889999996, 9, 8.7955555560000001, 8.6555555559999995, 
    9.9266666669999992, 9.3155555559999996, 7.4555555560000002, 
    9.9266666669999992, NA, 8.8155555559999996, 10, 9.5555555559999998, 
    NA, 9.7422222220000005, 8.7022222219999996, 9.8511111109999998, 
    8.8266666669999996, NA, 8.1955555560000004, 9.0755555559999994, 
    9.6066666670000007, NA, 8.9444444440000002, 9.7777777780000008, 
    NA, 8.9666666670000001, 8.8888888890000004, 7.9666666670000001, 
    8.6288888890000006, 8.4066666669999996, 8.7955555560000001, 
    8.9622222219999994, 9.8155555559999996, 8.4911111110000004, 
    9.317777778, 8.9444444440000002, 9.0199999999999996, 9.1466666669999999, 
    9.8155555559999996, 10, 9.2422222220000005, 9.6288888890000006, 
    9.4000000000000004, 8.9711111110000008, 8.2444444440000009, 
    9.0177777779999992, 9.6711111110000001, 8.6111111109999996, 
    NA, 9.6288888890000006, 8.7133333329999996, 8.6111111109999996, 
    8.591111111, 9.5555555559999998, NA, 9.3333333330000006, 
    9.6844444440000004, 10, 9.6866666670000008, 9.8533333330000001, 
    9.6511111110000005, 8.7400000000000002, 9.3333333330000006, 
    6.4222222220000003, 7.4555555560000002, NA, 6.5222222219999999, 
    9.3333333330000006, 7.6777777780000003, 9.9266666669999992, 
    9.2400000000000002, 7.8488888890000004, 8.7866666670000004, 
    7.6555555560000004, 9.2400000000000002, 8.7955555560000001, 
    8.8133333329999992, NA, 9.0288888889999992, NA, 8.3888888890000004, 
    NA, NA, 9.4066666669999996, 9.0555555559999998, 9.0466666670000002, 
    9.8444444440000005, 9.0555555559999998, 9.4444444440000002, 
    8.7777777780000008, 8.8311111110000002, 9.8888888890000004, 
    9.9266666669999992, 9.3311111110000002, 9.4444444440000002, 
    10, 8.7933333329999996, 9.7222222219999992, 8.7955555560000001, 
    9.3333333330000006, 8.5688888890000001, 9.5177777779999992, 
    8.2688888889999994, 9.2222222219999992, 9.4266666669999992, 
    7.8399999999999999, 8.6955555560000004, 9.3688888890000008, 
    9.7977777780000004, 9.2888888890000008, 9.8711111109999994, 
    6.744444444, 9.5933333330000004, 7.8733333329999997, 9.8888888890000004, 
    8.6844444440000004, 9.4555555560000002, NA, 9.3333333330000006, 
    9.8266666669999996, 8.5555555559999998, NA, 9.3711111109999994, 
    9.0755555559999994, NA, 10, 7.7999999999999998, 10, 8.2777777780000008, 
    9.1888888889999993, 9.3511111109999998, 9.8155555559999996, 
    NA, NA, NA, 10, 9.2400000000000002, 8.9444444440000002, 8.0844444440000007, 
    NA, 9.1288888890000006, 8.3666666670000005, NA, 10, 9.2777777780000008, 
    8.9866666669999997, 7.8733333329999997, 8.7244444439999995, 
    8.1955555560000004, 9.6600000000000001, 7.9177777779999996, 
    8.5933333330000004, 9.8511111109999998, 8.7333333329999991, 
    8.3000000000000007, NA, 10, 8.7200000000000006), pf_religion_restrictions = c(8.011111111, 
    2.9611111110000001, 7.4555555560000002, 6.8499999999999996, 
    5.0888888889999997, 8.9388888889999993, 5.6444444440000003, 
    5.4611111110000001, 6.4333333330000002, 4.0222222219999999, 
    4.2111111110000001, 7.5444444439999998, 4.488888889, 6.0611111109999998, 
    8.5166666670000009, 9.6333333329999995, 5.0888888889999997, 
    8.9333333330000002, 7.1277777779999996, 8.238888889, 9.0777777779999997, 
    NA, 5.8277777779999997, 8.4277777779999994, 8.1055555560000005, 
    6.2000000000000002, 7.6833333330000002, 8.5666666669999998, 
    6.4388888890000002, 7.7777777779999999, 7.7722222219999999, 
    8.6555555559999995, 3.516666667, 8.011111111, 9.1166666670000005, 
    8.5166666670000009, 4.8111111109999998, 8.8888888890000004, 
    7.5499999999999998, 5.3666666669999996, 7.3111111109999998, 
    5.3666666669999996, 5.4611111110000001, 9.0777777779999997, 
    2.8222222220000002, 7.8222222219999997, 8.3777777780000005, 
    6.016666667, 9.3499999999999996, 5, 7.1722222220000003, 9.4444444440000002, 
    6.4777777780000001, 5.8777777779999996, 5.8333333329999997, 
    7.9666666670000001, 4.3944444440000003, 6.5277777779999999, 
    6.5277777779999999, 9.8166666669999998, 8.6555555559999995, 
    6.25, 7.3611111109999996, 8.7944444439999998, 6.3888888890000004, 
    4.8111111109999998, 5.9222222220000003, 2.8222222220000002, 
    3.377777778, 3.238888889, 8.6555555559999995, 3.8388888890000001, 
    6.3388888889999997, 8.4722222219999992, 10, 3.75, 5.5555555559999998, 
    6.4777777780000001, 8.9333333330000002, 3.377777778, 6.5277777779999999, 
    4.488888889, 6.5277777779999999, 6.016666667, 8.7944444439999998, 
    8.9777777780000001, 5.7833333329999999, 6.3888888890000004, 
    7.8666666669999996, 6.3444444439999996, 8.3333333330000006, 
    7.6388888890000004, 2.4055555559999999, 9.3055555559999998, 
    6.2000000000000002, 2.9166666669999999, 7.4055555560000004, 
    7.8222222219999997, 5.4611111110000001, 6.7166666670000001, 
    8.8000000000000007, 2.6833333330000002, 9.4000000000000004, 
    4.6722222220000003, 8.8888888890000004, 5.505555556, 8.238888889, 
    9.8611111109999996, 6.5777777779999997, 6.6166666669999996, 
    5.505555556, 6.1111111109999996, 3.7000000000000002, 3.6555555559999999, 
    6.0611111109999998, 7.5444444439999998, 7.4555555560000002, 
    5.4166666670000003, 7.3611111109999996, 5.8777777779999996, 
    8.7944444439999998, 2.9611111110000001, 5.6944444440000002, 
    2.8222222220000002, 6.9388888890000002, 2.5, 7.5, 5.9222222220000003, 
    6.3888888890000004, 8.1444444439999995, 4.766666667, 7.1277777779999996, 
    7.8222222219999997, 9.8166666669999998, 6.25, 5.6888888890000002, 
    3.7944444439999998, 9.3055555559999998, 6.6166666669999996, 
    8.2833333329999999, 6.8499999999999996, 3.377777778, 8.7944444439999998, 
    4.6777777780000003, 6.016666667, 4.3499999999999996, 8.011111111, 
    7.0388888889999999, 8.4722222219999992, 3.8388888890000001, 
    3.9333333330000002, 7.6388888890000004, 7.5888888889999997, 
    3.516666667, 5.1833333330000002, 8.6555555559999995, 8.9388888889999993, 
    6.6166666669999996, 6.5722222219999997, NA, 6.3388888889999997, 
    7.4500000000000002, 8.4722222219999992, 4.0722222219999997, 
    7.4555555560000002, 7.2222222220000001, 5.5555555559999998, 
    8.7555555559999991, 6.4777777780000001, 6.016666667, 6.25, 
    4.994444444, 5.0444444439999998, 8.1944444440000002, NA, 
    6.6166666669999996, 8.3333333330000006, 9.6333333329999995, 
    5.9222222220000003, 9.488888889, 8.0555555559999998, 8.5166666670000009, 
    9.3555555560000005, NA, 6.9388888890000002, 8.5222222219999999, 
    7.9222222220000003, 7.0333333329999999, 8.3333333330000006, 
    8.1055555560000005, 9.1222222219999995, 8.3777777780000005, 
    8.0500000000000007, 7.9166666670000003, 5.1833333330000002, 
    8.0999999999999996, 7.5444444439999998, 8.5166666670000009, 
    6.755555556, 8.6111111109999996, 8.1055555560000005, 6.2944444439999998, 
    8.5166666670000009, 5.3666666669999996, 6.8499999999999996, 
    8.1944444440000002, 3.6555555559999999, 8.1944444440000002, 
    8.0999999999999996, 7.3111111109999998, 8.6111111109999996, 
    7.6388888890000004, 6.7111111110000001, 8.7055555560000002, 
    8.011111111, 6.988888889, 6.6666666670000003, 7.505555556, 
    5.7833333329999999, 7.6388888890000004, 7.3611111109999996, 
    8.2444444440000009, 9.0277777780000008, 8.1944444440000002, 
    7.0833333329999997, 8.5166666670000009, 8.238888889, 5.0888888889999997, 
    6.4777777780000001, 4.0722222219999997, 3.377777778, NA, 
    7.8222222219999997, 5.505555556, 7.0777777779999997, 8.8444444440000005, 
    9.8166666669999998, 4.3055555559999998, 6.016666667, 7.0333333329999999, 
    9.0277777780000008, 4.766666667, 5.9722222220000001, 6.016666667, 
    7.0833333329999997, 6.755555556, 8.1500000000000004, 8.7944444439999998, 
    6.0611111109999998, 7.5888888889999997, 7.1277777779999996, 
    7.2222222220000001, 8.0555555559999998, 7.8277777779999997, 
    3.7944444439999998, 8.1500000000000004, 6.483333333, 4.5833333329999997, 
    7.8222222219999997, 7.1777777780000003, 6.2944444439999998, 
    7.5444444439999998, 7.5944444439999996, 4.3499999999999996, 
    9.261111111, 6.7111111110000001, 9.0777777779999997, 7.6333333330000004, 
    7.5444444439999998, 9.6777777779999994, 8.3388888889999997, 
    6.25, 6.25, 6.761111111, 4.8111111109999998, 5.3222222219999997, 
    6.1555555560000004, 7.2722222219999999, 8.1944444440000002, 
    6.0611111109999998, 8.5666666669999998, 7.4055555560000004, 
    8.7944444439999998, 4.0722222219999997, 7.5, 3.377777778, 
    6.6611111110000003, 3.888888889, 8.3333333330000006, 7.9666666670000001, 
    7.4055555560000004, 8.5166666670000009, 4.2111111110000001, 
    7.9611111110000001, 7.5444444439999998, 9.4499999999999993, 
    7.3611111109999996, 6.244444444, NA, 8.8444444440000005, 
    7.8222222219999997, 8.0055555559999991, 7.4055555560000004, 
    4.488888889, 8.238888889, 5.7888888889999999, 7.0388888889999999, 
    6.761111111, 6.994444444, 7.5944444439999996, 8.5222222219999999, 
    5.2277777780000001, 4.9055555560000004, 8.0555555559999998, 
    7.4500000000000002, 4.3499999999999996, 5.8388888889999997, 
    8.4722222219999992, 9.2166666670000001, 7.7277777780000001, 
    6.6222222220000004, NA, 6.8055555559999998, 7.266666667, 
    9.8611111109999996, 4.1638888889999999, 8.7944444439999998, 
    7.0333333329999999, 6.0222222219999999, 9.7222222219999992, 
    6.6666666670000003, 5.5527777780000003, 6.6638888889999999, 
    4.858333333, 6.1111111109999996, 8.5166666670000009, NA, 
    6.016666667, 7.6833333330000002, 9.261111111, 6.4333333330000002, 
    9.0722222220000006, 7.9611111110000001, 9.0722222220000006, 
    9.5388888890000008, NA, 5.9222222220000003, 9.261111111, 
    5.738888889, 9.3055555559999998, 9.0277777780000008, 9.0277777780000008, 
    8.5166666670000009, 8.7944444439999998, 8.0999999999999996, 
    4.9055555560000004, 8.5666666669999998, 6.2944444439999998, 
    5.505555556, 7.7277777780000001, 8.6555555559999995, 7.8222222219999997, 
    6.2000000000000002, 7.733333333, 7.8722222220000004, 7.7777777779999999, 
    8.7944444439999998, 7.6833333330000002, 9.0722222220000006, 
    9.261111111, 7.0333333329999999, 6.4805555559999997, 7.5916666670000001, 
    8.7055555560000002, 7.4055555560000004, 7.7277777780000001, 
    9.6277777780000005, 7.9166666670000003, 7.3611111109999996, 
    7.0361111110000003, 8.7055555560000002, 8.7944444439999998, 
    7.3611111109999996, 6.4777777780000001, 9.261111111, 8.8888888890000004, 
    7.266666667, 7.5, 8.8388888889999997, 7.0333333329999999, 
    6.016666667, 7.1277777779999996, 3.747222222, NA, 4.7194444439999996, 
    8.5166666670000009, 4.3499999999999996, 8.6083333329999991, 
    9.7222222219999992, 5.0416666670000003, 5.5999999999999996, 
    6.6611111110000003, 6.6166666669999996, 8.1500000000000004, 
    4.488888889, 6.9444444440000002, 5.1833333330000002, 6.8944444440000003, 
    6.4777777780000001, 8.5166666670000009, 8.9361111110000007, 
    6.0611111109999998, 7.7777777779999999, 8.6111111109999996, 
    9.6277777780000005, 6.8499999999999996, 7.5916666670000001, 
    3.886111111, 3.75, 7.1277777779999996, 9.6777777779999994, 
    4.5833333329999997, 8.238888889, 9.8166666669999998, 7.266666667, 
    7.5944444439999996, 7.733333333, 9.3499999999999996, 8.7055555560000002, 
    8.8888888890000004, 5.8305555560000002, 9.261111111, 9.6277777780000005, 
    8.4222222220000003, 9.3555555560000005, 10, 7.4555555560000002, 
    8.238888889, 4.8111111109999998, 5.5999999999999996, 10, 
    5.5999999999999996, 7.266666667, 7.5444444439999998, 7.6388888890000004, 
    5.9722222220000001, 8.8444444440000005, 4.3499999999999996, 
    6.8499999999999996, 8.238888889, 8.5166666670000009, 7.8222222219999997, 
    9.0277777780000008, 10, 4.1666666670000003, 8.2888888890000008, 
    6.4777777780000001, 5.6916666669999998, 8.5166666670000009, 
    6.4777777780000001, NA, 3.9333333330000002, 10, 6.8944444440000003, 
    7.5888888889999997, 7.7277777780000001, 4.6722222220000003, 
    9.8166666669999998, 5.7888888889999999, 7.4055555560000004, 
    6.016666667, 7.733333333, 8.9833333329999991, 4.9500000000000002, 
    3.747222222, 6.9916666669999996, 7.4500000000000002, 5.505555556, 
    6.761111111, 8.7944444439999998, 9.2111111109999992, 7.9166666670000003, 
    7.1777777780000003, NA, 6.8027777780000003, 7.7750000000000004, 
    8.9333333330000002, 4.1638888889999999, 6.9916666669999996, 
    7.3111111109999998, 5.8333333329999997, 8.4277777779999994, 
    6.3888888890000004, 6.108333333, 6.9416666669999998, 4.488888889, 
    5.3194444440000002, 8.5166666670000009, NA, 6.016666667, 
    8.238888889, 9.8166666669999998, 6.016666667, 8.6555555559999995, 
    7.4055555560000004, 9.2111111109999992, 9.5388888890000008, 
    NA, 6.4777777780000001, 8.3333333330000006, 7.1277777779999996, 
    8.3333333330000006, 9.0277777780000008, 9.3055555559999998, 
    7.7277777780000001, 7.4527777779999997, 8.0999999999999996, 
    4.6277777779999996, 8.5666666669999998, 6.5722222219999997, 
    6.2000000000000002, 7.1722222220000003, 9.2555555559999991, 
    7.5444444439999998, 5.9222222220000003, 7.4555555560000002, 
    7.8722222220000004, 8.6111111109999996, 8.7944444439999998, 
    6.8499999999999996, 7.9166666670000003, 9.261111111, 8.1444444439999995, 
    6.1111111109999996, 6.4805555559999997, 9.3555555560000005, 
    7.5, 7.7277777780000001, 9.6277777780000005, 8.0999999999999996, 
    6.8972222219999999, 6.5250000000000004, 9.1222222219999995, 
    8.7944444439999998, 7.3611111109999996, 7.5888888889999997, 
    9.5388888890000008, 8.8888888890000004, 8.0999999999999996, 
    8.0555555559999998, 8.3333333330000006, 7.0333333329999999, 
    5.3666666669999996, 6.6638888889999999, 3.747222222, NA, 
    4.7194444439999996, 8.7944444439999998, 4.3499999999999996, 
    8.6083333329999991, 9.5388888890000008, 4.3944444440000003, 
    6.4333333330000002, 6.7999999999999998, 6.755555556, 8.1500000000000004, 
    4.488888889, NA, 5.4611111110000001, 7.7277777780000001, 
    6.2944444439999998, NA, 9.0277777780000008, 6.25, 7.2222222220000001, 
    8.6111111109999996, 9.6277777780000005, 7.4055555560000004, 
    7.4083333329999999, 3.238888889, 3.888888889, 6.8499999999999996, 
    9.6777777779999994, 4.2111111110000001, 7.6833333330000002, 
    9.5388888890000008, 5.5999999999999996, 7.5944444439999996, 
    7.5444444439999998, 9.4416666669999998, 9.261111111, 9.261111111, 
    5.136111111, 9.8166666669999998, 9.3499999999999996, 7.6333333330000004, 
    8.8888888890000004, 9.488888889, 8.011111111, 8.5222222219999999, 
    4.5333333329999999, 4.766666667, 9.8611111109999996, 5.3222222219999997, 
    7.5444444439999998, 7.5444444439999998, 7.9166666670000003, 
    5.9722222220000001, 8.4722222219999992, 4.3499999999999996, 
    5.8333333329999997, 8.238888889, 8.5166666670000009, 7.8222222219999997, 
    9.0277777780000008, 9.6277777780000005, 3.888888889, 8.7055555560000002, 
    7.0333333329999999, 5.6916666669999998, 8.5166666670000009, 
    6.1555555560000004, NA, 3.6555555559999999, 10, 7.4500000000000002, 
    7.1722222220000003, 7.4055555560000004, 4.3944444440000003, 
    9.5388888890000008, 5.7888888889999999, 7.2222222220000001, 
    5.0444444439999998, 7.9166666670000003, 8.9833333329999991, 
    4.6722222220000003, 4.5805555560000002, 7.1777777780000003, 
    7.4500000000000002, 5.505555556, 6.761111111, 8.7944444439999998, 
    9.6277777780000005, 7.9166666670000003, 6.9916666669999996, 
    NA, 6.6666666670000003, 7.636111111, 9.2111111109999992, 
    3.7027777780000002, 7.2694444440000003, 7.1277777779999996, 
    5.4166666670000003, 8.5166666670000009, 6.2000000000000002, 
    5.5527777780000003, 6.5250000000000004, 4.119444444, 6.0638888890000002, 
    8.238888889, NA, 6.2944444439999998, 8.238888889, 9.8166666669999998, 
    NA, 8.75, 7.4055555560000004, 9.3499999999999996, 9.5388888890000008, 
    NA, 6.5222222219999999, 9.5388888890000008, 7.1277777779999996, 
    8.8444444440000005, 8.5666666669999998, 9.3055555559999998, 
    7.636111111, 6.7111111110000001, 8.0999999999999996, 5.1833333330000002, 
    8.1944444440000002, 6.6166666669999996, 6.6666666670000003, 
    7.1722222220000003, 9.2555555559999991, 7.1722222220000003, 
    5.6444444440000003, 6.994444444, 8.0555555559999998, 7.8722222220000004, 
    8.238888889, 7.1277777779999996, 8.7055555560000002, 8.2888888890000008, 
    7.8666666669999996, 5.8333333329999997, 6.8027777780000003, 
    8.6999999999999993, 7.6833333330000002, 7.6833333330000002, 
    9.3499999999999996, 8.0999999999999996, 7.0805555560000002, 
    6.4361111109999998, 9.261111111, 9.3499999999999996, NA, 
    6.8944444440000003, 9.8166666669999998, 8.8888888890000004, 
    8.0999999999999996, 7.3166666669999998, 8.3333333330000006, 
    7.9611111110000001, 5.2777777779999999, 6.5250000000000004, 
    4.0250000000000004, NA, 4.3499999999999996, 9.3499999999999996, 
    4.2583333330000004, 7.7750000000000004, 9.7222222219999992, 
    4.3944444440000003, 5.738888889, 7.358333333, 6.755555556, 
    8.9388888889999993, 4.6722222220000003, NA, 5.738888889, 
    7.7277777780000001, 6.755555556, NA, NA, 6.25, 7.0333333329999999, 
    8.4722222219999992, 9.6277777780000005, 7.4055555560000004, 
    7.869444444, 3.377777778, 3.3333333330000001, 6.8499999999999996, 
    9.8166666669999998, 4.2111111110000001, 8.238888889, 9.261111111, 
    5.738888889, 7.5944444439999996, 7.1277777779999996, 10, 
    8.9833333329999991, 9.3555555560000005, 4.858333333, 9.261111111, 
    9.488888889, 7.9111111110000003, 8.8888888890000004, 10, 
    8.0555555559999998, 8.6611111110000003, 4.3499999999999996, 
    4.3972222219999999, 9.7222222219999992, 5.505555556, 7.5444444439999998, 
    7.4055555560000004, 8.1944444440000002, 6.25, 8.4722222219999992, 
    4.0722222219999997, 6.1111111109999996, 8.6555555559999995, 
    8.7944444439999998, 7.8222222219999997, NA, 10, 3.0555555559999998, 
    8.7055555560000002, 6.8944444440000003, 5.8777777779999996, 
    8.3777777780000005, 4.6277777779999996, NA, 4.5333333329999999, 
    9.4444444440000002, 7.7277777780000001, 8.6999999999999993, 
    7.6833333330000002, 4.1166666669999996, 9.5388888890000008, 
    5.3722222220000004, 7.5, 5.8777777779999996, 8.8000000000000007, 
    8.7944444439999998, 4.766666667, 4.858333333, 7.9166666670000003, 
    7.0333333329999999, 4.625, 6.1111111109999996, 8.7944444439999998, 
    9.6277777780000005, 7.4500000000000002, 6.6222222220000004, 
    NA, 7.266666667, 8.1444444439999995, 8.6555555559999995, 
    3.7027777780000002, 7.5472222220000003, 7.1277777779999996, 
    5.6944444440000002, 8.5166666670000009, 7.1277777779999996, 
    6.3416666670000001, 6.8027777780000003, 4.6722222220000003, 
    5.7861111110000003, 8.238888889, NA, 6.016666667, 9.0722222220000006, 
    9.8166666669999998, NA, 9.0277777780000008, 7.6833333330000002, 
    9.2111111109999992, 9.5388888890000008, NA, 6.9388888890000002, 
    9.5388888890000008, 7.1277777779999996, 7.733333333, 8.5666666669999998, 
    9.3055555559999998, 7.4972222220000004, 5.738888889, 8.0999999999999996, 
    5.4611111110000001, 7.3611111109999996, 6.3388888889999997, 
    6.25, 7.1722222220000003, 9.6277777780000005, 6.7999999999999998, 
    5.9222222220000003, 7.8277777779999997, 7.7777777779999999, 
    8.0555555559999998, 8.6555555559999995, 7.1277777779999996, 
    8.9833333329999991, 8.2888888890000008, 8.1444444439999995, 
    5.2777777779999999, 6.386111111, 8.8388888889999997, 7.4055555560000004, 
    7.1722222220000003, 8.5166666670000009, 7.3611111109999996, 
    7.2638888890000004, 6.4333333330000002, 9.261111111, 9.3499999999999996, 
    NA, 7.1722222220000003, 9.8166666669999998, 9.0277777780000008, 
    8.2888888890000008, 7.130555556, 8.6111111109999996, 8.7055555560000002, 
    6.3888888890000004, 6.2472222220000004, 3.9305555559999998, 
    NA, 4.7194444439999996, 9.3499999999999996, 4.3499999999999996, 
    8.0527777779999994, 9.1666666669999994, 4.5833333329999997, 
    6.2472222220000004, 6.4805555559999997, 6.755555556, 8.6611111110000003, 
    4.6722222220000003, NA, 6.7111111110000001, 7.5888888889999997, 
    6.4777777780000001, NA, NA, 7.2222222220000001, 7.3111111109999998, 
    9.0277777780000008, 9.6277777780000005, 7.6833333330000002, 
    8.2861111110000003, 3.377777778, 3.611111111, 7.1277777779999996, 
    9.8166666669999998, 4.766666667, 8.238888889, 9.8166666669999998, 
    6.3388888889999997, 7.5944444439999996, 6.386111111, 10, 
    9.1222222219999995, 8.8444444440000005, 4.858333333, 9.4444444440000002, 
    9.488888889, 7.6333333330000004, 8.8888888890000004, 9.8166666669999998, 
    7.8222222219999997, 8.3833333329999995, 4.488888889, 4.3972222219999999, 
    9.7222222219999992, 5.505555556, 7.8222222219999997, 8.238888889, 
    8.2888888890000008, 6.5277777779999999, 8.75, 4.2111111110000001, 
    5.8333333329999997, 8.6555555559999995, 8.6555555559999995, 
    7.8222222219999997, NA, 10, 3.0555555559999998, 7.8722222220000004, 
    6.6166666669999996, 5.9694444439999996, 8.5166666670000009, 
    4.255555556, NA, 4.1166666669999996, 9.1666666669999994, 
    7.4500000000000002, 8.6999999999999993, 7.5916666670000001, 
    4.1638888889999999, 9.5388888890000008, 6.9000000000000004, 
    6.25, 5.8777777779999996, 7.7777777779999999, 8.7944444439999998, 
    3.7944444439999998, 5.5972222220000001, 7.7777777779999999, 
    7.4500000000000002, 4.7166666670000001, 5.2805555560000004, 
    8.7944444439999998, 9.6277777780000005, 7.4500000000000002, 
    6.4361111109999998, NA, 6.3388888889999997, 7.5888888889999997, 
    8.9333333330000002, 4.0722222219999997, 7.5027777779999996, 
    7.8222222219999997, 5.9722222220000001, 8.75, 6.25, 6.5250000000000004, 
    6.2472222220000004, 5.0888888889999997, 5.4638888889999997, 
    8.8888888890000004, NA, 7.0333333329999999, 8.9333333330000002, 
    9.8166666669999998, NA, 8.9333333330000002, 7.5, 8.4722222219999992, 
    9.4000000000000004, NA, 6.9444444440000002, 9.261111111, 
    6.5722222219999997, 9.1666666669999994, 8.011111111, 9.3055555559999998, 
    7.2194444439999996, 5.5999999999999996, 8.0999999999999996, 
    5.8305555560000002, 7.733333333, 6.1111111109999996, 5.9722222220000001, 
    7.3611111109999996, 9.3499999999999996, 7.7277777780000001, 
    6.1111111109999996, 7.8277777779999997, 7.9166666670000003, 
    8.3333333330000006, 8.3333333330000006, 8.3333333330000006, 
    9.7222222219999992, 8.011111111, 7.9166666670000003, 5.5555555559999998, 
    6.5694444440000002, 8.8388888889999997, 7.5944444439999996, 
    8.0999999999999996, 8.3777777780000005, 7.5444444439999998, 
    6.108333333, 6.7111111110000001, 8.8444444440000005, 9.3499999999999996, 
    NA, 7.1722222220000003, 9.8166666669999998, 9.0277777780000008, 
    9.1222222219999995, 7.6388888890000004, 9.3499999999999996, 
    8.3333333330000006, 5.738888889, 6.2472222220000004, 3.747222222, 
    NA, 4.9972222220000004, 9.6277777780000005, 4.9055555560000004, 
    8.8888888890000004, 8.8888888890000004, 4.255555556, 6.9416666669999998, 
    5.8305555560000002, 7.7277777780000001, 9.1666666669999994, 
    4.9500000000000002, NA, 6.4305555559999998, 7.9611111110000001, 
    6.2944444439999998, NA, NA, 7.266666667, 7.9611111110000001, 
    8.011111111, 9.6277777780000005, 7.7777777779999999, 7.5916666670000001, 
    3.8388888890000001, 3.611111111, 6.3888888890000004, 9.8166666669999998, 
    4.766666667, 8.0999999999999996, 9.8166666669999998, 6.6166666669999996, 
    8.1500000000000004, 7.4055555560000004, 9.5833333330000006, 
    9.3055555559999998, 9.261111111, 4.858333333, 9.261111111, 
    9.0722222220000006, 7.8666666669999996, 9.3555555560000005, 
    9.1222222219999995, 7.6388888890000004, 7.3611111109999996, 
    4.5333333329999999, 4.6749999999999998, 10, 5.9222222220000003, 
    8.011111111, 7.7777777779999999, 8.3833333329999995, 6.7111111110000001, 
    8.4722222219999992, 4.255555556, 5.6944444440000002, 8.5166666670000009, 
    9.1666666669999994, 7.1277777779999996, NA, 10, 3.0555555559999998, 
    8.1500000000000004, 6.25, 6.5250000000000004, 9.4444444440000002, 
    8.5166666670000009, NA, 5.2277777780000001, 9.5388888890000008, 
    7.2166666670000001, 8.8888888890000004, 7.4972222220000004, 
    4.5333333329999999, 10, 5.9277777780000003, 6.5277777779999999, 
    5.2777777779999999, 8.7055555560000002, 8.9833333329999991, 
    3.747222222, 5.4583333329999997, 7.7777777779999999, 6.6666666670000003, 
    4.8555555559999997, 5.1861111109999998, 9.0722222220000006, 
    9.8166666669999998, 8.0999999999999996, 6.483333333, NA, 
    6.755555556, 7.266666667, 9.5833333330000006, 3.9805555560000001, 
    8.4250000000000007, 6.7111111110000001, 6.1111111109999996, 
    9.4444444440000002, 6.6166666669999996, 7.4500000000000002, 
    7.358333333, 5.5555555559999998, 4.9083333329999999, 8.8888888890000004, 
    NA, 7.1277777779999996, 8.3777777780000005, 9.8166666669999998, 
    NA, 8.75, 7.7777777779999999, 9.0722222220000006, 9.3555555560000005, 
    NA, 5.9222222220000003, 9.5388888890000008, 7.4055555560000004, 
    NA, 8.3333333330000006, 9.3055555559999998, NA, 6.7111111110000001, 
    8.3777777780000005, 5.5527777780000003, 7.4555555560000002, 
    5.5999999999999996, 7.0833333329999997, 8.3777777780000005, 
    9.2555555559999991, 7.7277777780000001, 6.8499999999999996, 
    7.8722222220000004, 8.0555555559999998, 7.9611111110000001, 
    8.3333333330000006, 7.2222222220000001, 10, 8.1944444440000002, 
    8.75, 5.4166666670000003, 7.0361111110000003, 8.9333333330000002, 
    7.5944444439999996, 7.4500000000000002, NA, 7.8222222219999997, 
    6.8027777780000003, 7.0333333329999999, 9.0777777779999997, 
    9.6277777780000005, NA, 8.6555555559999995, 9.8166666669999998, 
    9.6277777780000005, 9.1222222219999995, 6.9000000000000004, 
    9.4444444440000002, 8.4722222219999992, 6.016666667, 6.5250000000000004, 
    4.1638888889999999, NA, 4.7194444439999996, 9.6277777780000005, 
    5.2277777780000001, 8.7944444439999998, 10, 5.6444444440000003, 
    7.0805555560000002, 6.7999999999999998, 7.266666667, 9.261111111, 
    4.255555556, NA, 5.4611111110000001, NA, 6.5722222219999997, 
    NA, NA, 8.0999999999999996, 7.3111111109999998, 8.1944444440000002, 
    9.3055555559999998, 8.8444444440000005, 8.2416666670000005, 
    3.1000000000000001, 3.611111111, 6.6666666670000003, 9.8166666669999998, 
    4.5833333329999997, 8.6111111109999996, 9.8166666669999998, 
    7.1722222220000003, 7.4083333329999999, 7.5444444439999998, 
    10, 9.8166666669999998, 9.5388888890000008, 4.119444444, 
    9.8166666669999998, 9.1166666670000005, 8.0555555559999998, 
    9.5388888890000008, 10, 9.1222222219999995, 9.1222222219999995, 
    4.7166666670000001, 4.488888889, 10, 5.505555556, 7.733333333, 
    8.238888889, 8.1944444440000002, NA, 9.3055555559999998, 
    4.6722222220000003, 6.6666666670000003, NA, 9.1666666669999994, 
    8.7944444439999998, NA, 10, 3.611111111, 8.2888888890000008, 
    6.0611111109999998, 6.386111111, 8.8888888890000004, 9.0722222220000006, 
    NA, NA, NA, 7.4500000000000002, 8.6999999999999993, 8.0555555559999998, 
    4.6277777779999996, NA, 5.511111111, 6.988888889, NA, 8.7055555560000002, 
    9.7222222219999992, 4.3027777780000003, 4.9527777779999997, 
    7.5944444439999996, 8.0555555559999998, 5.3222222219999997, 
    7.1333333330000004, 9.5388888890000008, 9.8166666669999998, 
    7.8222222219999997, 5.8361111110000001, NA, 7.4055555560000004, 
    7.7277777780000001, 8.7055555560000002, 4.0277777779999999, 
    7.9138888889999999, 7.1277777779999996, 6.2999999999999998, 
    9.7222222219999992, 6.3888888890000004, 7.0333333329999999, 
    7.6388888890000004, 5.5999999999999996, 4.9083333329999999, 
    8.75, NA, 6.016666667, 8.238888889, 9.8166666669999998, NA, 
    7.9611111110000001, 7.6833333330000002, 8.2833333329999999, 
    9.1222222219999995, NA, 5.738888889, 9.261111111, 7.1277777779999996, 
    NA, 8.2888888890000008, 9.3055555559999998, NA, 7.4500000000000002, 
    8.0999999999999996, 6.016666667, 7.3611111109999996, 6.3388888889999997, 
    6.8944444440000003, 9.0722222220000006, 9.6277777780000005, 
    8.3777777780000005, 6.755555556, 7.8722222220000004, 7.7777777779999999, 
    8.3333333330000006, 8.3333333330000006, 8.3333333330000006, 
    9.0277777780000008, 8.9833333329999991, 8.0555555559999998, 
    6.25, 7.9611111110000001, 8.9333333330000002, 8.0555555559999998, 
    7.5888888889999997, NA, 7.6833333330000002, 6.8472222220000001, 
    6.5722222219999997, 9.1222222219999995, 9.6277777780000005, 
    NA, 8.75, 9.8166666669999998, 9.2111111109999992, 9.4000000000000004, 
    9.1222222219999995, 9.3499999999999996, 8.3333333330000006, 
    6.016666667, 6.108333333, 4.1638888889999999, NA, 4.6277777779999996, 
    9.0277777780000008, 5.0888888889999997, 9.1666666669999994, 
    9.7222222219999992, 4.488888889, 7.7750000000000004, 7.3111111109999998, 
    7.7777777779999999, 7.8722222220000004, 4.3944444440000003, 
    NA, 7.266666667, NA, 7.6833333330000002, NA, NA, 6.988888889, 
    7.0333333329999999, 8.8888888890000004, 8.5166666670000009, 
    8.5166666670000009, 7.8722222220000004, 3.6555555559999999, 
    3.888888889, 7.2222222220000001, 9.6777777779999994, 4.8611111109999996, 
    8.1944444440000002, 9.8166666669999998, 6.1555555560000004, 
    6.761111111, 8.0999999999999996, 10, 9.1222222219999995, 
    9.6777777779999994, 5.3194444440000002, 9.8166666669999998, 
    8.9777777780000001, 7.7277777780000001, 9.5388888890000008, 
    8.8888888890000004, 8.6611111110000003, 8.9388888889999993, 
    4.5333333329999999, 3.9333333330000002, 9.8611111109999996, 
    5.2277777780000001, 8.011111111, 8.238888889, 8.011111111, 
    NA, 8.8888888890000004, 4.5333333329999999, 5.9722222220000001, 
    NA, 8.8888888890000004, 8.9333333330000002, NA, 10, 3.1944444440000002, 
    9.4000000000000004, 6.6166666669999996, 6.108333333, 9.5388888890000008, 
    8.7944444439999998, NA, NA, NA, 8.5166666670000009, 7.7777777779999999, 
    9.1666666669999994, 4.858333333, NA, 5.6500000000000004, 
    7.4055555560000004, NA, 8.9833333329999991, 9.4444444440000002, 
    3.747222222, 5.2750000000000004, 8.3333333330000006, 8.0055555559999991, 
    5.0444444439999998, 6.8555555559999997, 9.5388888890000008, 
    9.1222222219999995, 7.7277777780000001, 6.761111111, NA, 
    7.3111111109999998, 7.5888888889999997), pf_religion = c(9.1925925930000005, 
    4.944814815, 8.7866666670000004, 7.7959259259999998, 6.2222222220000001, 
    9.075925926, 7.9251851850000001, 5.4611111110000001, 7.9388888890000002, 
    7.4614814809999999, 5.9333333330000002, 8.4944444440000009, 
    5.153333333, 8.1314814809999998, 9.0549999999999997, 9.4133333330000006, 
    7.2577777780000003, 8.428148148, 8.515185185, 9.0083333329999995, 
    7.4118518519999999, 0, 7.1388888890000004, 8.0188888889999994, 
    7.4685185189999999, 8.2725925930000006, 7.8929629630000004, 
    9.0037037039999994, 8.1083333329999991, 8.2888888890000008, 
    8.158888889, 9.2659259259999995, 3.6662962960000001, 8.7407407409999998, 
    8.5094444439999997, 9.3499999999999996, 8.0851851850000003, 
    9.4444444440000002, 8.0514814809999997, 7.1592592589999997, 
    7.7644444439999996, 7.7022222219999996, 8.4870370370000003, 
    7.8037037040000001, 3.733333333, 9.0888888889999997, 8.3296296299999995, 
    5.5522222220000002, 9.2027777779999997, 7.9014814810000003, 
    7.2537037040000003, 8.9444444440000002, 7.5744444440000001, 
    7.1607407409999997, 7.6977777779999998, 8.0814814810000009, 
    7.3240740740000003, 8.4700000000000006, 8.5403703699999998, 
    9.8527777780000001, 9.1611111110000003, 8.3922222219999991, 
    8.7314814809999994, 8.5922222220000002, 7.284444444, 8.1222222219999995, 
    5.488888889, 3.8540740740000001, 4.2718518520000002, 5.3277777779999997, 
    9.0829629629999999, 5.9314814809999996, 8.0492592589999994, 
    9.3055555559999998, 8.0925925929999991, 6.3337037040000004, 
    5.5088888889999996, 7.2148148150000004, 9.3533333330000001, 
    4.6459259260000003, 7.130555556, 6.7311111109999997, 8.5462962959999995, 
    7.1537037039999998, 9.2305555560000005, 9.2077777780000005, 
    6.9388888890000002, 8.4725925929999999, 9.1407407410000001, 
    8.3348148149999997, 7.5407407409999996, 8.5327777779999998, 
    3.9300000000000002, 8.6018518519999994, 8.4496296300000004, 
    5.6611111110000003, 8.0299999999999994, 7.5688888890000001, 
    6.0462962960000004, 8.5848148149999997, 8.8877777780000002, 
    4.4292592590000002, 7.896296296, 6.3462962960000002, 8.7259259260000004, 
    5.1877777780000001, 8.8944444439999995, 9.7314814809999994, 
    7.9125925930000003, 7.8040740739999999, 7.3277777779999997, 
    7.407407407, 5.0333333329999999, 4.0392592589999996, 8.3611111109999996, 
    8.0866666669999994, 8.174074074, 8.2255555559999998, 8.4907407409999998, 
    6.3459259259999996, 9.4255555560000008, 4.6907407409999999, 
    7.8774074069999998, 4.5962962960000002, 6.0403703699999998, 
    3.214814815, 9.0222222219999999, 8.2703703700000002, 8.1388888890000004, 
    8.4533333329999998, 6.1148148149999999, 7.7277777780000001, 
    9, 9.3648148150000008, 7.9966666670000004, 6.8762962959999996, 
    6.4900000000000002, 9.4861111109999996, 7.9572222220000004, 
    8.8848148150000004, 8.1885185190000005, 4.4055555560000004, 
    9.3574074070000002, 4.3555555559999997, 6.4477777779999998, 
    7.2559259259999997, 8.6255555560000001, 8.8774074069999998, 
    8.6161111110000004, 6.4574074069999998, 4.4940740740000003, 
    8.3981481480000006, 5.857777778, 4.6959259260000001, 7.5855555560000001, 
    8.8540740739999997, 8.4796296299999998, 6.8848148150000004, 
    5.8959259260000003, NA, 7.3327777779999996, 6.4277777780000003, 
    9.2351851850000006, 5.3225925930000004, 8.7570370369999999, 
    7.8888888890000004, 6.3703703699999998, 9.1407407410000001, 
    8.2333333329999991, 5.689259259, 7.8027777780000003, 7.761111111, 
    6.5577777780000002, 8.8194444440000002, NA, 8.3055555559999998, 
    9.1111111109999996, 9.8777777780000005, 7.6055555559999997, 
    8.6259259260000007, 8.7814814810000001, 9.2583333329999995, 
    7.7170370369999999, 0, 7.352222222, 8.1614814809999991, 7.3148148150000001, 
    8.7296296299999998, 8.1096296300000006, 8.8499999999999996, 
    9.1722222220000003, 8.674074074, 7.9870370370000003, 9.1944444440000002, 
    4.107777778, 9.0148148149999994, 8.0088888889999996, 9.1351851849999992, 
    8.7703703700000002, 9.3333333330000006, 8.3351851850000003, 
    7.4870370370000003, 8.2722222219999999, 7.7392592589999998, 
    8.9499999999999993, 7.5833333329999997, 4.1074074070000002, 
    9.2129629630000007, 8.3851851849999992, 6.3740740740000001, 
    9.0555555559999998, 8.9537037040000005, 7.2985185189999999, 
    8.5500000000000007, 8.511111111, 7.6355555559999999, 8.1037037040000008, 
    7.9870370370000003, 8.0388888890000008, 9.0277777780000008, 
    8.6759259259999997, 9.0299999999999994, 9.3472222219999992, 
    9.1759259259999997, 8.6944444440000002, 8.4314814810000005, 
    8.0462962959999995, 8.1037037040000008, 5.8851851850000001, 
    4.3055555559999998, 4.2962962960000004, NA, 8.7185185189999999, 
    6.6774074069999996, 8.2074074069999998, 9.488888889, 7.9203703699999997, 
    6.5225925929999997, 5.6537037039999998, 7.3503703700000003, 
    9.261111111, 5.0681481479999997, 6.6772222220000002, 7.3611111109999996, 
    8.7351851850000006, 7.5185185189999997, 8.9638888889999997, 
    8.9894444440000001, 7.0440740740000001, 8.8481481479999999, 
    8.9929629630000001, 8.5777777779999997, 7.6333333330000004, 
    8.6083333329999991, 4.5225925929999997, 8.1055555560000005, 
    8.5685185189999995, 6.2166666670000001, 8.2185185189999999, 
    7.6444444440000003, 6.3648148149999999, 8.9592592589999995, 
    7.9194444439999998, 4.983333333, 8.0722222220000006, 7.244444444, 
    8.7925925930000002, 5.9777777780000001, 8.6444444439999995, 
    9.7814814810000001, 8.4499999999999993, 7.3581481479999997, 
    7.668518519, 7.6981481479999996, 5.5851851850000003, 4.5059259259999997, 
    8.4814814809999994, 7.9505555560000003, 8.4166666669999994, 
    8.3907407410000001, 9.1518518520000001, 7.0462962960000004, 
    9.5611111110000007, 5.0922222220000002, 8.5688888890000001, 
    4.8592592589999999, 6.1166666669999996, 3.7999999999999998, 
    9.3740740739999993, 9.011111111, 8.7027777779999997, 9.0805555560000002, 
    6.0222222219999999, 8.1166666670000005, 9.1296296300000002, 
    9.2374074069999992, 8.7625925930000008, 6.9170370370000001, 
    NA, 9.2744444440000002, 8.4666666670000001, 8.9033333330000008, 
    8.6107407410000008, 5.2888888889999999, 9.1907407410000008, 
    4.6555555560000004, 6.9685185189999999, 8.0625925929999998, 
    7.8761111110000002, 9.0500000000000007, 9.0666666669999998, 
    6.8759259259999999, 4.8722222220000004, 8.5666666669999998, 
    5.8929629630000004, 5.1240740740000001, 7.8848148150000004, 
    8.606296296, 8.9055555559999995, 7.3388888889999997, 5.7037037039999996, 
    NA, 7.858333333, 6.3762962959999996, 9.8551851849999998, 
    5.5420370370000001, 9.4551851849999995, 7.8570370369999996, 
    6.4629629629999998, 9.5059259259999997, 8.4881481480000005, 
    5.1101851849999997, 8.1430555560000002, 7.456481481, 6.9370370369999996, 
    8.8883333330000003, NA, 8.2403703700000008, 8.6750000000000007, 
    9.7292592590000009, 7.6766666670000001, 8.7092592589999995, 
    8.7929629630000008, 9.4994444439999999, 7.7233333330000002, 
    0, 7.2044444439999999, 8.6425925929999998, 6.6662962959999996, 
    9.3981481480000006, 8.5833333330000006, 9.5833333330000006, 
    8.0361111110000003, 9.4625925930000001, 8.162962963, 7.5537037040000001, 
    5.8244444440000001, 8.4270370369999998, 7.1972222219999997, 
    8.8699999999999992, 9.4407407410000008, 8.6318518520000005, 
    7.825925926, 8.0037037039999994, 8.2425925929999995, 8.8644444440000001, 
    9.5240740739999996, 7.5240740739999996, 6.8885185189999998, 
    9.5685185189999995, 7.9555555560000002, 6.1120370370000003, 
    8.0325000000000006, 9.1677777779999996, 8.1166666670000005, 
    7.7477777779999997, 9.5916666670000001, 8.3255555559999994, 
    8.4744444439999995, 7.7157407410000003, 9.2722222219999999, 
    9.3759259260000007, 8.9551851849999995, 7.738888889, 9.4638888889999997, 
    9.5777777779999997, 8.9651851849999993, 8.1333333329999995, 
    8.5922222220000002, 8.6533333330000008, 6.7092592590000004, 
    5.5388888889999999, 4.2564814809999998, NA, 6.9694444439999996, 
    8.2033333329999998, 7.1351851850000001, 9.4375925929999998, 
    8.0311111109999995, 6.6509259260000002, 5.5733333329999999, 
    7.1203703699999998, 8.7122222219999994, 6.218148148, 6.465555556, 
    7.4503703699999999, 7.7218518520000003, 7.8262962959999998, 
    6.7000000000000002, 9.0916666670000001, 8.7379629629999993, 
    8.4033333330000008, 9.0125925930000008, 9.2162962959999994, 
    8.2092592589999995, 7.8394444439999997, 6.6727777780000004, 
    6.2420370370000002, 7.2966666670000002, 7.1537037039999998, 
    9.0222222219999999, 7.1662962959999996, 7.647777778, 9.9018518520000001, 
    8.0866666669999994, 6.587037037, 7.3866666670000001, 8.5996296300000008, 
    8.2203703699999995, 7.0407407409999996, 7.4694444439999996, 
    9.6796296300000009, 8.8885185189999998, 8.1948148150000009, 
    9.3222222220000006, 9.1051851849999998, 6.6125925929999996, 
    6.6596296300000004, 8.1222222219999995, 5.897777778, 9.0555555559999998, 
    7.5888888889999997, 9.0518518520000004, 7.1444444440000003, 
    8.9907407409999998, 5.9411111109999997, 9.5407407410000005, 
    6.1662962959999996, 6.055185185, 5.9685185189999999, 9.3203703699999991, 
    8.8918518520000003, 9.4027777780000008, 9.8888888890000004, 
    5.5348148149999998, 8.4296296300000009, 8.4629629630000007, 
    8.1379629629999997, 9.3818518520000005, 7.3444444439999996, 
    NA, 5.4611111110000001, 9.7777777780000008, 8.7181481479999992, 
    8.6837037039999991, 8.2894444440000008, 6.9203703699999997, 
    6.4574074069999998, 6.592592593, 8.5981481479999999, 6.8305555560000002, 
    9.2200000000000006, 9.3805555559999991, 6.7129629629999998, 
    4.4305555559999998, 8.4957407410000005, 5.9255555559999999, 
    5.588518519, 8.352222222, 8.8611111109999996, 8.7925925930000002, 
    7.3344444439999998, 5.8814814809999998, NA, 7.6902777779999996, 
    6.2887037039999996, 9.1144444440000001, 5.1764814809999997, 
    6.7601851850000001, 8.8570370369999996, 6.254074074, 9.2537037039999994, 
    8.5185185190000006, 5.4457407409999998, 8.3041666670000005, 
    6.4703703700000004, 5.4731481479999999, 9.0361111110000003, 
    NA, 8.2774074070000001, 9.0638888889999993, 9.8033333329999994, 
    7.5272222219999998, 9.4777777780000001, 7.6633333329999997, 
    8.4870370370000003, 9.3900000000000006, NA, 7.3244444440000001, 
    8.6514814809999994, 8.8329629629999999, 8.4518518520000008, 
    9.0370370369999993, 9.6759259259999997, 7.3972222219999999, 
    7.9287037040000001, 7.7092592590000004, 7.3944444440000003, 
    6.7688888890000003, 7.6529629630000002, 7.5066666670000002, 
    8.1570370370000003, 8.8444444440000005, 8.6074074070000002, 
    7.7703703700000002, 7.8222222219999997, 9.0648148150000001, 
    9.2014814810000001, 9.1074074070000002, 8.4962962960000006, 
    7.2870370370000002, 8.8092592589999992, 8.3629629629999993, 
    6.7111111110000001, 7.1213888890000003, 9.0048148149999996, 
    8.4981481480000003, 8.1296296300000002, 9.4805555560000005, 
    8.8588888889999993, 8.4294444439999996, 7.7227777780000002, 
    8.8833333329999995, 8.5425925930000002, 8.6051851849999998, 
    8.2855555560000003, 9.6027777780000001, 9.5777777779999997, 
    7.9559259259999999, 9.1888888889999993, 8.6551851850000006, 
    8.6133333329999999, 8.1837037039999991, 7.2698148150000002, 
    4.967592593, NA, 6.962037037, 8.2462962960000006, 7.1129629630000002, 
    9.0209259260000003, 8.2570370369999999, 4.4111111110000003, 
    6.7066666670000004, 8.0074074070000005, 7.8362962960000004, 
    7.1033333330000001, 6.2988888889999997, NA, 8.1440740740000006, 
    8.4222222220000003, 6.9527777779999997, NA, 8.6574074070000009, 
    8.4292592590000002, 8.2599999999999998, 8.7777777780000008, 
    9.4592592589999995, 8.0616666670000008, 6.9912962959999998, 
    7.1344444439999997, 7.3762962959999996, 6.9500000000000002, 
    9.4759259260000004, 6.9755555559999998, 8.7494444439999999, 
    8.1796296300000009, 7.0977777780000002, 6.5499999999999998, 
    8.6329629630000007, 7.4690740739999999, 8.4374074070000002, 
    8.3037037040000001, 7.282407407, 8.9944444440000009, 8.3792592589999995, 
    7.6096296299999997, 7.9537037039999996, 9.3759259260000007, 
    7.2537037040000003, 7.2948148149999996, 7.918518519, 5.1888888890000002, 
    8.5925925929999991, 6.6518518520000001, 8.3111111110000007, 
    8.6755555560000008, 9.0833333330000006, 5.9966666670000004, 
    8.5833333330000006, 5.6977777779999998, 5.9574074069999998, 
    6.8018518520000004, 8.0333333329999999, 7.6788888890000004, 
    9.4583333330000006, 8.9685185189999999, 5.4644444439999997, 
    9.3151851850000007, 8.5888888889999997, 7.6175925930000004, 
    8.5485185189999999, 6.657407407, NA, 5.1777777780000003, 
    9.7133333329999996, 8.8662962959999998, 8.5448148150000005, 
    8.3229629630000002, 6.6851851849999999, 9.5472222220000003, 
    7.7574074069999996, 7.2688888890000003, 6.408888889, 8.4351851849999999, 
    9.3805555559999991, 5.4000000000000004, 5.5979629629999996, 
    7.2337037039999998, 7.810740741, 5.5848148149999997, 8.189259259, 
    9.0114814810000006, 9.7648148149999994, 8.6088888889999993, 
    5.7379629630000002, NA, 7.744444444, 6.9805555559999997, 
    9.3055555559999998, 5.0161111109999998, 6.8379629629999998, 
    8.7462962960000006, 6.2574074069999996, 9.147777778, 8.2088888890000007, 
    5.2679629630000004, 8.0958333329999999, 6.19537037, 6.0161111109999998, 
    8.8049999999999997, NA, 8.1885185190000005, 9.0638888889999993, 
    9.6922222219999998, NA, 9.5462962959999995, 7.6388888890000004, 
    8.3792592589999995, 9.4648148150000004, NA, 7.3207407409999998, 
    9.2200000000000006, 8.8144444439999994, 8.5903703700000005, 
    8.8277777779999997, 9.6944444440000002, 7.6847222220000004, 
    7.6911111109999997, 7.5981481479999999, 7.5744444440000001, 
    6.4907407409999998, 7.7122222220000003, 7.4400000000000004, 
    8.0703703699999991, 8.7829629629999992, 8.341111111, 7.653333333, 
    7.7425925930000004, 9.1148148150000008, 9.004074074, 8.8851851849999992, 
    8.5888888889999997, 7.6425925929999998, 8.5348148150000007, 
    8.2703703700000002, 6.6185185190000002, 7.2436111109999999, 
    8.8477777779999993, 8.4755555559999998, 7.9777777780000001, 
    9.2861111110000003, 8.9499999999999993, 8.4157407410000005, 
    7.5620370369999996, 8.6333333329999995, 8.8018518520000004, 
    NA, 7.8194444440000002, 9.6861111110000007, 9.5925925929999991, 
    7.9811111109999997, 9.0440740739999992, 8.7811111109999995, 
    8.8611111109999996, 8.1792592590000002, 7.1212962959999997, 
    5.0675925929999996, NA, 6.8648148149999999, 8.4685185189999999, 
    6.956481481, 8.7061111110000002, 8.3737037040000004, 4.4385185189999996, 
    6.3662962959999998, 8.0661111109999997, 7.7925925930000002, 
    7.218148148, 6.3138888890000002, NA, 8.1996296300000004, 
    8.5333333329999999, 6.8388888889999997, NA, NA, 8.5522222219999993, 
    8.1088888889999993, 8.7083333330000006, 9.4592592589999995, 
    8.136111111, 6.8931481479999999, 6.9962962959999997, 6.8651851849999996, 
    6.9500000000000002, 9.4851851850000006, 6.7948148149999996, 
    8.6349999999999998, 8.087037037, 7.0783333329999998, 6.587037037, 
    8.4718518520000003, 7.7314814810000003, 8.2240740740000007, 
    8.3129629630000004, 7.2268518520000002, 8.8462962960000002, 
    8.4255555560000008, 7.7777777779999999, 7.8055555559999998, 
    9.4722222219999992, 7.2440740740000003, 7.5300000000000002, 
    7.8574074070000002, 4.8875000000000002, 8.5462962959999995, 
    6.5944444439999996, 8.3111111110000007, 8.567777778, 9.1759259259999997, 
    6.0403703699999998, 8.5092592590000002, 5.6607407409999997, 
    6.1299999999999999, 6.8792592590000003, 8.1385185189999998, 
    7.567777778, NA, 9.0925925929999991, 5.1207407409999997, 
    9.2351851850000006, 8.5366666670000004, 7.7092592590000004, 
    8.5392592589999996, 5.8074074070000004, NA, 5.4333333330000002, 
    9.4355555560000006, 9.0448148150000005, 9.0392592589999996, 
    8.2925925930000002, 6.174074074, 9.5472222220000003, 7.5407407409999996, 
    7.4948148149999998, 6.658888889, 8.7274074069999994, 9.2861111110000003, 
    5.2633333330000003, 5.8179629630000003, 7.4355555559999997, 
    7.5311111110000004, 5.120925926, 7.9170370370000001, 8.9537037040000005, 
    9.7151851849999993, 8.2755555560000005, 5.4940740740000003, 
    NA, 7.9096296300000004, 7.0611111109999998, 9.1351851849999992, 
    4.9346296299999999, 7.0231481479999998, 8.8329629629999999, 
    6.331481481, 9.1292592589999995, 8.6166666670000005, 5.3309259259999999, 
    8.2347222220000003, 6.5203703700000002, 5.9383333330000001, 
    8.8416666670000001, NA, 8.2433333330000007, 9.4805555560000005, 
    9.8033333329999994, NA, 9.6018518519999994, 7.7929629629999999, 
    8.4870370370000003, 9.4203703700000005, NA, 7.4892592589999998, 
    9.2200000000000006, 8.7588888889999996, 8.2014814810000001, 
    8.852222222, 9.6574074070000009, 7.7152777779999999, 7.2744444440000002, 
    7.7092592590000004, 7.821851852, 6.2433333329999998, 7.6566666669999996, 
    7.1538888890000001, 8.1466666669999999, 8.9070370370000003, 
    8.3348148149999997, 7.6570370370000003, 8.0203703700000002, 
    8.8570370369999996, 8.9570370369999992, 9.0611111110000007, 
    8.5518518520000004, 7.5685185190000004, 8.5592592589999992, 
    8.4000000000000004, 6.4125925930000003, 6.7408333330000003, 
    8.9740740740000007, 8.4940740740000003, 7.9814814810000003, 
    8.9616666669999994, 8.7037037040000005, 8.6783333329999994, 
    7.6907407409999999, 8.9540740739999993, 8.7648148149999994, 
    NA, 8.2061111110000002, 9.6861111110000007, 9.6388888890000004, 
    7.9085185190000002, 8.9205555560000001, 8.984814815, 9.1737037039999993, 
    8.5496296300000001, 7.0568518520000003, 4.9953703699999998, 
    NA, 7.2620370369999998, 8.6537037039999998, 7.1611111110000003, 
    8.7987037039999993, 8.1699999999999999, 4.397777778, 6.5912962960000003, 
    7.8898148150000003, 7.7059259259999999, 7.3255555560000003, 
    6.2916666670000003, NA, 8.4051851850000006, 8.5366666670000004, 
    7.0222222219999999, NA, NA, 8.8644444440000001, 8.2477777779999997, 
    8.9761111109999998, 9.4592592589999995, 8.3572222220000008, 
    7.3209259260000001, 7.0185185189999997, 7.0133333330000003, 
    7.1166666669999996, 9.4851851850000006, 7.1014814810000004, 
    8.7305555560000005, 8.2351851850000006, 7.1772222220000002, 
    6.587037037, 8.1579629629999992, 7.6203703699999998, 8.3296296299999995, 
    8.2907407410000005, 7.5757407409999997, 8.9074074070000009, 
    8.4440740739999995, 7.6111111109999996, 7.9662962960000003, 
    9.3866666670000001, 7.0129629629999997, 7.6033333330000001, 
    7.8666666669999996, 4.9041666670000001, 8.5462962959999995, 
    6.7129629629999998, 8.4037037039999998, 8.8640740739999995, 
    9.3125925929999998, 6.2314814810000003, 8.6759259259999997, 
    5.7440740740000003, 5.9633333329999996, 6.8607407409999999, 
    8.0922222220000002, 7.6292592590000003, NA, 9.0925925929999991, 
    5.0948148150000003, 8.8277777779999997, 8.3699999999999992, 
    7.6879629630000004, 8.6351851849999992, 5.9870370370000003, 
    NA, 5.5083333330000004, 9.2411111110000004, 8.841111111, 
    9.0792592590000005, 8.2435185190000002, 6.7268518520000002, 
    9.4916666670000005, 8.1648148149999997, 7.2107407410000004, 
    6.7699999999999996, 8.4014814809999994, 9.2305555560000005, 
    5.2985185189999999, 6.0827777779999996, 7.3744444439999999, 
    7.7233333330000002, 5.3514814810000004, 7.7661111109999998, 
    9.0425925930000002, 9.8759259260000007, 8.3792592589999995, 
    5.456481481, NA, 7.7114814809999999, 6.7351851849999997, 
    9.4166666669999994, 4.3837037040000002, 6.8098148150000002, 
    9.1385185189999998, 7.0250000000000004, 9.2003703699999999, 
    8.3492592590000001, 6.2264814810000004, 7.8458333329999999, 
    5.3388888889999997, 5.7827777779999998, 9.2411111110000004, 
    NA, 8.5637037039999999, 9.4111111110000003, 8.8681481479999995, 
    NA, 8.5737037039999997, 8.0800000000000001, 8.4814814809999994, 
    9.3474074070000004, NA, 8.4422222219999998, 8.7225925929999999, 
    7.7883333329999997, 8.0588888890000003, 8.5559259260000005, 
    9.6574074070000009, 7.4874999999999998, 7.5744444440000001, 
    8.5425925930000002, 7.8524074070000003, 5.4096296300000004, 
    7.877037037, 7.1505555559999996, 8.0929629629999997, 9.6194444440000009, 
    7.6407407410000001, 7.8477777780000002, 8.8018518520000004, 
    8.8885185189999998, 9.0940740739999999, 8.0959259259999996, 
    8.8518518519999994, 7.5992592590000001, 9.0055555559999991, 
    9.1203703699999998, 7.1699999999999999, 7.295833333, 9.2440740740000003, 
    8.9611111109999992, 8.1296296300000002, 8.7811111109999995, 
    8.6199999999999992, 7.7949999999999999, 7.1203703699999998, 
    9.1577777779999998, 8.5518518520000004, NA, 8.2616666670000001, 
    9.5938888890000005, 7.5981481479999999, 8.4514814810000001, 
    9.015185185, 9.7166666670000001, 8.5144444440000004, 8.3699999999999992, 
    5.44537037, 5.0047222219999998, NA, 7.2657407410000001, 9.6537037039999998, 
    7.2981481480000001, 9.2411111110000004, 7.8274074069999999, 
    4.2907407409999996, 7.5038888889999997, 7.5679629630000003, 
    9.0240740739999996, 7.3148148150000001, 6.7249999999999996, 
    NA, 7.7542592590000003, 8.0059259259999997, 7.1694444439999998, 
    NA, NA, 8.9533333329999998, 8.5505555560000008, 8.3755555560000001, 
    8.3481481479999999, 8.1811111109999999, 7.2561111110000001, 
    6.7070370370000001, 7.3718518519999998, 6.25, 9.3092592589999992, 
    6.8700000000000001, 8.5866666669999994, 8.5129629629999997, 
    7.5605555559999997, 6.3555555559999997, 7.9170370370000001, 
    9.3105555560000006, 8.2874074069999999, 9.6033333330000001, 
    7.4587037040000004, 9.7166666670000001, 8.5703703699999991, 
    8.0688888890000001, 8.1866666670000008, 9.4977777779999997, 
    6.2107407410000004, 6.9699999999999998, 7.3014814809999997, 
    5.3152777779999996, 8.9166666669999994, 6.2203703700000004, 
    9.2629629629999997, 8.3307407409999996, 9.3374074070000006, 
    5.8388888889999997, 9.3922222219999991, 6.9718518520000003, 
    7.1116666669999997, 6.0366666670000004, 9.4385185190000005, 
    7.8851851850000001, NA, 9.9444444440000002, 4.7577777780000003, 
    9.238888889, 7.0996296299999999, 8.0212962959999992, 9.5533333329999994, 
    8.9499999999999993, NA, 6.4838888890000002, 9.3994444440000002, 
    8.8848148150000004, 9.2659259259999995, 7.3138888890000002, 
    6.5737037039999997, 9.7777777780000008, 7.8014814809999997, 
    7.7296296299999998, 6.7588888889999996, 8.571851852, 9.1772222219999993, 
    4.3931481479999999, 5.6468518520000002, 6.9707407410000002, 
    8.1429629630000004, 5.6774074069999996, 6.9975925930000002, 
    8.5474074069999997, 9.9388888889999993, 7.9966666670000004, 
    6.0018518519999997, 5.8333333329999997, 7.2059259259999999, 
    8.0429629630000008, 9.7916666669999994, 4.3679629630000001, 
    7.3801851850000002, 8.7096296300000002, 7.4366666669999999, 
    9.5555555559999998, 8.4522222219999996, 6.531851852, 8.5680555559999991, 
    5.7314814810000003, 5.869444444, 9.2966666670000002, NA, 
    8.6966666670000006, 9.1888888889999993, 8.9666666670000001, 
    NA, 8.5496296300000001, 8.3055555559999998, 8.7185185189999999, 
    9.4244444440000006, NA, 8.0540740740000007, 8.8403703700000005, 
    8.5916666670000001, NA, 8.7744444440000002, 9.6944444440000002, 
    NA, 8.3922222219999991, 8.7707407409999991, 7.8420370369999999, 
    5.4044444440000001, 7.5577777780000002, 8.1394444440000004, 
    8.5333333329999999, 9.5166666670000009, 7.9348148150000002, 
    8.1438888889999994, 8.9700000000000006, 9.0385185190000001, 
    9.0070370369999999, 8.0959259259999996, 8.4814814809999994, 
    7.6296296300000002, 9.0972222219999992, 9.3981481480000006, 
    7.142222222, 7.3647222220000002, 9.3540740739999997, 9.0537037040000001, 
    8.0277777780000008, NA, 8.8744444439999999, 8.1590740739999994, 
    7.6129629630000002, 9.2422222220000005, 8.7185185189999999, 
    NA, 9.2722222219999999, 9.9083333329999999, 7.9314814809999996, 
    8.6737037039999993, 8.9051851850000006, 9.674074074, 8.8472222219999992, 
    8.4625925930000001, 5.6898148150000001, 5.4041666670000001, 
    NA, 6.950925926, 9.6107407410000008, 7.5944444439999996, 
    9.3416666670000001, 8.5681481480000006, 5.0596296299999999, 
    7.7338888890000002, 8.3170370370000004, 8.7259259260000004, 
    7.444814815, 6.8966666669999999, NA, 7.6162962959999998, 
    NA, 7.8138888890000002, NA, NA, 9.1940740739999995, 8.3033333329999994, 
    8.5594444440000004, 8.1851851849999999, 9.1188888890000008, 
    7.5194444440000003, 6.837037037, 7.6518518520000001, 6.4759259260000004, 
    9.3833333329999995, 7.0777777779999997, 9.0022222220000003, 
    8.5129629629999997, 7.8194444440000002, 6.1453703700000002, 
    7.8870370369999998, 9.8888888890000004, 8.6281481479999993, 
    9.6737037039999993, 7.2916666670000003, 9.9018518520000001, 
    8.6222222219999995, 8.0999999999999996, 8.4514814810000001, 
    9.9459259259999993, 6.8925925929999998, 7.4829629630000003, 
    7.6277777779999996, 5.2999999999999998, 8.8551851849999998, 
    6.2185185189999999, 9.2444444440000009, 8.6503703699999992, 
    9.3240740740000003, NA, 9.7314814809999994, 7.2662962960000002, 
    7.5277777779999999, NA, 9.6237037040000004, 8.4533333329999998, 
    NA, 9.9444444440000002, 5.1985185190000003, 9.337037037, 
    7.1559259260000001, 8.0305555559999995, 9.3644444440000001, 
    9.1107407410000008, NA, NA, NA, 8.8781481479999993, 9.1466666669999999, 
    7.6111111109999996, 6.4059259260000001, NA, 7.6403703700000003, 
    8.3055555559999998, NA, 8.5592592589999992, 9.75, 4.9375925929999998, 
    5.7346296299999997, 7.4000000000000004, 8.9562962959999997, 
    6.0240740739999996, 7.8481481479999999, 8.9792592590000009, 
    9.9388888889999993, 7.9262962960000003, 5.8720370370000001, 
    NA, 7.5581481479999999, 8.341111111, 9.1950000000000003, 
    4.3540740739999997, 6.9105555560000003, 8.8574074070000002, 
    7.3644444440000001, 9.5740740740000003, 8.3948148150000002, 
    6.4796296299999998, 8.7827777779999998, 5.9440740740000004, 
    6.0657407409999999, 9.3383333329999996, NA, 8.2774074070000001, 
    9.1194444440000009, 8.8185185189999995, NA, 8.2622222220000001, 
    8.192777778, 8.4059259260000001, 9.3162962960000009, NA, 
    7.9781481479999998, 8.6122222219999998, 8.3672222220000005, 
    NA, 8.6611111110000003, 9.6944444440000002, NA, 8.3888888890000004, 
    8.5796296299999995, 7.994444444, 5.3300000000000001, 7.6929629630000003, 
    7.8449999999999998, 8.7892592589999996, 9.7216666669999992, 
    7.9840740739999996, 8.0366666670000004, 8.9388888889999993, 
    8.9325925930000007, 9.1600000000000001, 8.1329629630000007, 
    8.8888888890000004, 7.4788888890000003, 9.3061111109999999, 
    9.1518518520000001, 7.4348148150000002, 8.1027777780000001, 
    9.3170370370000004, 9.2422222220000005, 8.1777777779999994, 
    NA, 8.6561111109999995, 8.1035185189999996, 7.4222222220000003, 
    9.2377777779999999, 8.7555555559999991, NA, 9.0416666669999994, 
    9.7505555560000001, 7.7925925930000002, 8.7233333329999994, 
    9.6585185189999994, 9.6670370370000001, 8.5366666670000004, 
    8.4499999999999993, 5.5657407409999999, 5.8097222220000004, 
    NA, 7.0499999999999998, 9.4537037040000005, 7.5888888889999997, 
    9.5466666670000002, 8.265185185, 4.5292592589999998, 7.8816666670000002, 
    8.3222222220000006, 9.0059259259999997, 6.944814815, 6.6038888890000003, 
    NA, 8.3485185190000006, NA, 8.0361111110000003, NA, NA, 8.7985185189999999, 
    8.0444444439999998, 8.9677777780000003, 7.9259259259999997, 
    8.7861111110000003, 7.2999999999999998, 6.9222222220000003, 
    7.5733333329999999, 6.6759259259999997, 9.3125925929999998, 
    7.0918518519999996, 8.8194444440000002, 8.5500000000000007, 
    7.4744444440000004, 5.9111111110000003, 7.9929629630000001, 
    9.6666666669999994, 8.2581481480000001, 9.7318518520000001, 
    7.8627777779999999, 9.6796296300000009, 8.495925926, 7.9670370369999999, 
    8.3003703699999996, 9.4192592590000004, 6.7085185190000001, 
    7.4648148150000004, 7.5792592589999996, 5.3388888889999997, 
    8.8459259259999996, 6.1725925930000001, 9.3000000000000007, 
    8.5577777780000002, 9.1555555559999995, NA, 9.4074074070000009, 
    7.2866666670000004, 7.2638888890000004, NA, 9.4199999999999999, 
    8.3640740739999995, NA, 10, 5.0537037040000001, 9.8000000000000007, 
    7.1870370369999996, 8.0157407410000001, 9.6300000000000008, 
    8.9811111110000006, NA, NA, NA, 9.5055555559999991, 9.0059259259999997, 
    7.9814814810000003, 6.6753703700000004, NA, 7.8429629629999997, 
    8.174074074, NA, 8.6888888889999993, 9.3611111109999996, 
    4.6612962959999997, 5.7716666669999999, 7.4914814810000001, 
    8.7337037039999998, 5.8737037040000004, 7.7022222219999996, 
    8.9607407410000004, 9.6577777779999998, 7.8481481479999999, 
    6.4092592589999997, NA, 7.7148148150000004, 8.2140740739999991
    ), pf_association_association = c(10, 5, 2.5, 7.5, 7.5, 10, 
    10, 2.5, NA, 5, 5, NA, 2.5, 10, NA, 10, NA, 7.5, 10, NA, 
    10, 0, 10, 7.5, 0, 10, 7.5, 10, NA, 7.5, 5, 10, 2.5, 10, 
    NA, 10, 10, 10, 10, 10, 10, 10, 7.5, 7.5, 5, 7.5, 10, 0, 
    NA, 10, 10, 5, NA, 10, 10, 7.5, 10, 7.5, 7.5, NA, NA, 10, 
    7.5, 7.5, 10, 10, 7.5, 10, 2.5, 5, 10, 10, 10, 10, 10, 5, 
    5, 10, 10, 7.5, NA, 0, 10, 10, NA, NA, 2.5, 10, 10, 7.5, 
    7.5, NA, 7.5, 7.5, 10, 7.5, 10, 10, 7.5, 10, NA, 7.5, 5, 
    7.5, 7.5, 7.5, 10, 10, 5, 5, 7.5, 10, 2.5, 7.5, 10, NA, 7.5, 
    10, 7.5, 10, 10, 0, 10, 5, 2.5, 2.5, 10, 7.5, NA, NA, 5, 
    10, 10, 10, 10, 5, 2.5, NA, NA, 10, 10, NA, 10, 2.5, 7.5, 
    2.5, NA, 7.5, NA, 7.5, 7.5, 7.5, 7.5, 0, 10, 10, 7.5, 10, 
    2.5, NA, NA, 2.5, 10, 5, 2.5, 7.5, 7.5, 10, 10, 2.5, NA, 
    5, 5, NA, NA, 10, NA, 10, NA, 7.5, 10, NA, 10, 0, 10, 7.5, 
    0, 10, 7.5, 10, NA, 7.5, 5, 10, 2.5, 10, NA, 10, 10, 10, 
    10, 10, 10, 10, 7.5, 7.5, 5, 7.5, 10, 0, NA, 10, 10, 5, NA, 
    10, 10, 7.5, 10, 7.5, 7.5, NA, NA, 10, 7.5, 7.5, 10, 10, 
    7.5, 10, 2.5, NA, 10, 10, 10, 10, 10, 5, 5, 10, 10, 7.5, 
    NA, 0, 10, 10, NA, NA, 2.5, 10, 10, 7.5, 7.5, NA, 7.5, 7.5, 
    10, 7.5, 10, 10, 7.5, 10, NA, 7.5, 5, 7.5, 7.5, 7.5, 10, 
    10, 5, 5, 7.5, 10, 2.5, 7.5, 10, NA, 7.5, 10, 7.5, 10, 10, 
    0, 10, 5, 2.5, 2.5, 10, 7.5, NA, NA, 5, 10, 10, 10, 10, 5, 
    NA, NA, NA, 10, 10, NA, 10, 2.5, 7.5, 2.5, NA, 7.5, NA, 7.5, 
    7.5, 7.5, 7.5, 0, 10, 10, 7.5, 10, 2.5, NA, NA, 2.5, 10, 
    5, 2.5, 7.5, 7.5, 10, 10, 2.5, NA, 5, 5, NA, NA, 10, NA, 
    10, NA, 7.5, 10, NA, 10, 0, 10, 7.5, 0, 10, 7.5, 10, NA, 
    7.5, 5, 10, 2.5, 10, NA, 10, 10, 10, 10, 10, 10, 10, 7.5, 
    7.5, 5, 7.5, 10, 0, NA, 10, 10, 5, NA, 10, 10, 7.5, 10, 7.5, 
    7.5, NA, NA, 10, 7.5, 7.5, 10, 10, 7.5, 10, 2.5, NA, 10, 
    10, 10, 10, 10, 5, 5, 10, 10, 7.5, NA, 0, 10, 10, NA, NA, 
    2.5, 10, 10, 7.5, 7.5, NA, 7.5, 7.5, 10, 7.5, 10, 10, 7.5, 
    10, NA, 7.5, 5, 7.5, 7.5, 7.5, 10, 10, 5, 5, 7.5, 10, 2.5, 
    7.5, 10, NA, 7.5, 10, 7.5, 10, 10, 0, 10, 5, 2.5, 2.5, 10, 
    7.5, NA, NA, 5, 10, 10, 10, 10, 5, NA, NA, NA, 10, 10, NA, 
    10, 2.5, 7.5, 2.5, NA, 7.5, NA, 7.5, 7.5, 7.5, 7.5, 0, 10, 
    10, 7.5, 10, 2.5, NA, NA, 2.5, 10, 5, 2.5, 10, 5, 10, 10, 
    2.5, NA, 5, 7.5, NA, NA, 10, NA, 10, NA, 10, 10, 7.5, 10, 
    NA, 10, 10, 7.5, 7.5, 7.5, 10, NA, 7.5, 7.5, 10, 0, 10, NA, 
    7.5, 10, 10, 10, 10, 10, 10, 7.5, 10, 5, 7.5, 10, 5, NA, 
    10, 10, 7.5, NA, 10, 10, 10, 10, 7.5, 7.5, NA, NA, 10, 7.5, 
    10, 10, 10, 10, 10, 5, NA, 10, 10, 10, 10, 10, 7.5, 2.5, 
    7.5, 10, 7.5, NA, NA, 10, 10, NA, NA, 7.5, 10, NA, NA, 10, 
    NA, 7.5, 10, 10, 7.5, 10, 10, NA, 7.5, NA, 7.5, 10, 0, 7.5, 
    7.5, 10, 10, 7.5, 10, 10, 10, 2.5, 7.5, 10, NA, 7.5, 7.5, 
    7.5, 10, 10, 2.5, 10, 5, 5, 0, 10, 7.5, NA, 5, 2.5, 10, 10, 
    10, 10, 7.5, NA, NA, NA, 10, 10, 7.5, 10, NA, 5, 7.5, NA, 
    5, NA, 7.5, 7.5, 5, 7.5, 0, 10, 10, 10, 10, 2.5, NA, 7.5, 
    5, 10, 5, 2.5, 10, 5, 10, 10, 2.5, NA, 5, 7.5, NA, NA, 10, 
    NA, 10, NA, 10, 10, 7.5, 10, NA, 10, 10, 7.5, 7.5, 7.5, 10, 
    NA, 7.5, 7.5, 10, 0, 10, NA, 7.5, 10, 10, 10, 10, 10, 10, 
    7.5, 10, 5, 7.5, 10, 5, NA, 10, 10, 7.5, NA, 10, 10, 10, 
    10, 7.5, NA, NA, NA, 10, 7.5, 10, 10, 10, 10, 10, 5, NA, 
    10, 10, 10, 10, 10, 7.5, 2.5, 7.5, 10, 7.5, NA, NA, 10, 10, 
    NA, NA, NA, 10, NA, NA, 10, NA, 7.5, 10, 10, 7.5, 10, 10, 
    NA, 7.5, NA, 7.5, 10, 0, 7.5, 7.5, 10, 10, 7.5, 10, 10, 10, 
    2.5, 7.5, 10, NA, 7.5, 7.5, 7.5, 10, 10, 2.5, 10, 5, 5, 0, 
    10, 7.5, NA, 5, 2.5, 10, 10, 10, 10, 7.5, NA, NA, NA, 10, 
    10, 7.5, 10, NA, 5, 7.5, NA, 5, NA, 7.5, 7.5, 5, 7.5, 0, 
    10, 10, 10, 10, 2.5, NA, 7.5, 5, 10, 5, 2.5, 10, 5, 10, 10, 
    2.5, NA, 5, 7.5, NA, NA, 10, NA, 10, NA, 10, 10, 7.5, 10, 
    NA, 10, 10, 7.5, 7.5, 7.5, 10, NA, 7.5, 7.5, 10, 0, 10, NA, 
    7.5, 10, 10, 10, 10, 10, 10, 7.5, 10, 5, 7.5, 10, 5, NA, 
    10, 10, 7.5, NA, 10, 10, 10, 10, 7.5, NA, NA, NA, 10, 7.5, 
    10, 10, 10, 10, 10, 5, NA, 10, 10, 10, 10, 10, 7.5, 2.5, 
    7.5, 10, 7.5, NA, NA, 10, 10, NA, NA, NA, 10, NA, NA, 10, 
    NA, 7.5, 10, 10, 7.5, 10, 10, NA, 7.5, NA, 7.5, 10, 0, 7.5, 
    7.5, 10, 10, 7.5, 10, 10, 10, 2.5, 7.5, 10, NA, 7.5, 7.5, 
    7.5, 10, 10, 2.5, 10, 5, 5, 0, 10, 7.5, NA, 5, 2.5, 10, 10, 
    10, 10, 7.5, NA, NA, NA, 10, 10, 7.5, 10, NA, 5, 7.5, NA, 
    5, NA, 7.5, 7.5, 5, 7.5, 0, 10, 10, 10, 10, 2.5, NA, 7.5, 
    5, NA, 5, 2.5, 10, NA, 10, 10, 2.5, NA, 5, 7.5, NA, NA, 10, 
    NA, 10, NA, 10, NA, 7.5, 10, NA, 10, 7.5, NA, 7.5, 7.5, 10, 
    NA, 7.5, 7.5, 10, 2.5, 7.5, NA, 7.5, NA, 5, NA, 10, 10, 10, 
    7.5, 10, 2.5, NA, 10, 2.5, NA, 10, 10, 5, NA, NA, 10, 10, 
    10, 10, NA, NA, NA, 10, 7.5, 10, 10, NA, 10, 7.5, NA, NA, 
    10, 10, 10, NA, 10, 2.5, 2.5, 10, 10, 7.5, NA, NA, 10, 10, 
    NA, NA, NA, 10, NA, NA, 7.5, NA, 5, 10, 10, 7.5, 10, 7.5, 
    NA, 5, NA, 5, 7.5, NA, 7.5, 7.5, 10, 10, 5, 7.5, 7.5, 10, 
    2.5, 5, 10, NA, 7.5, 7.5, 7.5, 10, 10, 2.5, 7.5, 2.5, NA, 
    0, 7.5, 7.5, NA, NA, 5, 10, 10, 10, 10, 7.5, NA, NA, NA, 
    10, 10, 0, 10, NA, 7.5, 7.5, NA, 10, NA, 2.5, 5, 7.5, 7.5, 
    5, 10, 10, 10, 7.5, 2.5, 7.5, 5, 5, NA, 5, 2.5, 10, NA, 10, 
    10, 2.5, NA, 5, 7.5, NA, NA, 10, NA, 10, NA, 10, NA, 7.5, 
    10, NA, 10, 7.5, NA, NA, 7.5, 10, NA, 7.5, 7.5, 10, 2.5, 
    7.5, NA, 7.5, NA, 5, NA, 10, 10, 10, 7.5, 10, 2.5, NA, 10, 
    2.5, NA, 10, 10, 5, NA, NA, 10, 10, 10, 10, NA, NA, NA, 10, 
    7.5, 10, 10, NA, 10, 7.5, NA, NA, 10, 10, 10, NA, 10, 2.5, 
    2.5, 10, 10, 7.5, NA, NA, 10, NA, NA, NA, NA, 10, NA, NA, 
    7.5, NA, 5, 10, 10, 7.5, 10, 7.5, NA, 5, NA, 5, 7.5, NA, 
    7.5, 7.5, 10, 10, 5, 7.5, 7.5, 10, 2.5, 5, 10, NA, 7.5, 7.5, 
    7.5, 10, 10, NA, 7.5, 2.5, NA, NA, 7.5, 7.5, NA, NA, 5, 10, 
    10, 10, 10, 7.5, NA, NA, NA, 10, 10, 0, 10, NA, 7.5, 7.5, 
    NA, 10, NA, 2.5, 5, 7.5, 7.5, 5, 10, 10, 10, 7.5, 2.5, NA, 
    5, 5, NA, 5, 2.5, 10, NA, 10, 10, 2.5, NA, 5, 7.5, NA, NA, 
    10, NA, 10, NA, 10, NA, 7.5, 10, NA, 10, 7.5, NA, NA, 7.5, 
    10, NA, 7.5, 7.5, 10, 2.5, 7.5, NA, 7.5, NA, 5, NA, 10, 10, 
    10, 7.5, 10, 2.5, NA, 10, 2.5, NA, 10, 10, 5, NA, NA, 10, 
    10, 10, 10, NA, NA, NA, 10, 7.5, 10, 10, NA, 10, 7.5, NA, 
    NA, 10, 10, 10, NA, 10, 2.5, 2.5, 10, 10, 7.5, NA, NA, 10, 
    NA, NA, NA, NA, 10, NA, NA, 7.5, NA, 5, 10, 10, 7.5, 10, 
    7.5, NA, 5, NA, 5, 7.5, NA, 7.5, 7.5, 10, 10, 5, 7.5, 7.5, 
    10, 2.5, 5, 10, NA, 7.5, 7.5, 7.5, 10, 10, NA, 7.5, 2.5, 
    NA, NA, 7.5, 7.5, NA, NA, 5, 10, 10, 10, 10, 7.5, NA, NA, 
    NA, 10, 10, 0, 10, NA, 7.5, 7.5, NA, 10, NA, 2.5, 5, 7.5, 
    7.5, 5, 10, 10, 10, 7.5, 2.5, NA, 5, 5), pf_association_assembly = c(10, 
    5, 2.5, 10, 7.5, 10, 10, 5, NA, 0, 7.5, NA, 2.5, 10, NA, 
    10, NA, 7.5, 7.5, NA, 10, 0, 10, 7.5, 0, 7.5, 2.5, 10, NA, 
    10, 5, 10, 2.5, 10, NA, 2.5, 10, 7.5, 10, 10, 7.5, 10, 7.5, 
    10, 2.5, 7.5, 7.5, 0, NA, 10, 10, 2.5, NA, 7.5, 10, 7.5, 
    10, 7.5, 7.5, NA, NA, 10, 7.5, 7.5, 7.5, 10, 7.5, 10, 5, 
    7.5, 10, 10, 10, 10, 10, 7.5, 5, 7.5, 10, 7.5, NA, 0, 10, 
    10, NA, NA, 2.5, 10, 10, 7.5, 2.5, NA, 2.5, 7.5, 10, 7.5, 
    7.5, 10, 7.5, 10, NA, 2.5, 2.5, 7.5, 7.5, 7.5, 10, 10, 2.5, 
    5, 7.5, 10, 2.5, 7.5, 10, NA, 10, 7.5, 7.5, 10, 10, 2.5, 
    10, 5, 2.5, 2.5, 10, 7.5, NA, NA, 2.5, 10, 10, 10, 7.5, 5, 
    2.5, NA, NA, 10, 10, NA, 10, 2.5, 5, 0, NA, 5, NA, 7.5, 5, 
    5, 7.5, 0, 10, 10, 10, 10, 2.5, NA, NA, 2.5, 10, 5, 2.5, 
    10, 7.5, 10, 10, 5, NA, 0, 7.5, NA, NA, 10, NA, 10, NA, 7.5, 
    7.5, NA, 10, 0, 10, 7.5, 0, 7.5, 2.5, 10, NA, 10, 5, 10, 
    2.5, 10, NA, 2.5, 10, 7.5, 10, 10, 7.5, 10, 7.5, 10, 2.5, 
    7.5, 7.5, 0, NA, 10, 10, 2.5, NA, 7.5, 10, 7.5, 10, 7.5, 
    7.5, NA, NA, 10, 7.5, 7.5, 7.5, 10, 7.5, 10, 5, NA, 10, 10, 
    10, 10, 10, 7.5, 5, 7.5, 10, 7.5, NA, 0, 10, 10, NA, NA, 
    2.5, 10, 10, 7.5, 2.5, NA, 2.5, 7.5, 10, 7.5, 7.5, 10, 7.5, 
    10, NA, 2.5, 2.5, 7.5, 7.5, 7.5, 10, 10, 2.5, 5, 7.5, 10, 
    2.5, 7.5, 10, NA, 10, 7.5, 7.5, 10, 10, 2.5, 10, 5, 2.5, 
    2.5, 10, 7.5, NA, NA, 2.5, 10, 10, 10, 7.5, 5, NA, NA, NA, 
    10, 10, NA, 10, 2.5, 5, 0, NA, 5, NA, 7.5, 5, 5, 7.5, 0, 
    10, 10, 10, 10, 2.5, NA, NA, 2.5, 10, 5, 2.5, 10, 7.5, 10, 
    10, 5, NA, 0, 7.5, NA, NA, 10, NA, 10, NA, 7.5, 7.5, NA, 
    10, 0, 10, 7.5, 0, 7.5, 2.5, 10, NA, 10, 5, 10, 2.5, 10, 
    NA, 2.5, 10, 7.5, 10, 10, 7.5, 10, 7.5, 10, 2.5, 7.5, 7.5, 
    0, NA, 10, 10, 2.5, NA, 7.5, 10, 7.5, 10, 7.5, 7.5, NA, NA, 
    10, 7.5, 7.5, 7.5, 10, 7.5, 10, 5, NA, 10, 10, 10, 10, 10, 
    7.5, 5, 7.5, 10, 7.5, NA, 0, 10, 10, NA, NA, 2.5, 10, 10, 
    7.5, 2.5, NA, 2.5, 7.5, 10, 7.5, 7.5, 10, 7.5, 10, NA, 2.5, 
    2.5, 7.5, 7.5, 7.5, 10, 10, 2.5, 5, 7.5, 10, 2.5, 7.5, 10, 
    NA, 10, 7.5, 7.5, 10, 10, 2.5, 10, 5, 2.5, 2.5, 10, 7.5, 
    NA, NA, 2.5, 10, 10, 10, 7.5, 5, NA, NA, NA, 10, 10, NA, 
    10, 2.5, 5, 0, NA, 5, NA, 7.5, 5, 5, 7.5, 0, 10, 10, 10, 
    10, 2.5, NA, NA, 2.5, 10, 2.5, 2.5, 10, 7.5, 10, 10, 5, NA, 
    2.5, 5, NA, NA, 10, NA, 10, NA, 10, 10, 7.5, 10, NA, 10, 
    7.5, 7.5, 5, 7.5, 10, NA, 2.5, 5, 7.5, 2.5, 7.5, NA, 5, 10, 
    7.5, 10, 10, 10, 10, 5, 10, 7.5, 7.5, 7.5, 2.5, NA, 10, 10, 
    7.5, NA, 7.5, 10, 7.5, 10, 7.5, 7.5, NA, NA, 10, 7.5, 10, 
    10, 10, 10, 10, 2.5, NA, 10, 10, 10, 10, 10, 10, 2.5, 7.5, 
    10, 10, NA, NA, 10, 10, NA, NA, 7.5, 10, NA, NA, 5, NA, 2.5, 
    10, 10, 7.5, 7.5, 10, NA, 7.5, NA, 7.5, 10, 0, 7.5, 7.5, 
    10, 10, 7.5, 10, 7.5, 10, 2.5, 7.5, 10, NA, 7.5, 7.5, 7.5, 
    10, 10, 5, 7.5, 2.5, 5, 0, 10, 10, NA, 5, 0, 10, 10, 10, 
    10, 7.5, NA, NA, NA, 10, 10, 2.5, 10, NA, 5, 7.5, NA, 5, 
    NA, 5, 7.5, 5, 7.5, 0, 10, 10, 10, 10, 2.5, NA, 7.5, 5, 10, 
    2.5, 2.5, 10, 7.5, 10, 10, 5, NA, 2.5, 5, NA, NA, 10, NA, 
    10, NA, 10, 10, 7.5, 10, NA, 10, 7.5, 7.5, 5, 7.5, 10, NA, 
    2.5, 5, 7.5, 2.5, 7.5, NA, 5, 10, 7.5, 10, 10, 10, 10, 5, 
    10, 7.5, 7.5, 7.5, 2.5, NA, 10, 10, 7.5, NA, 7.5, 10, 7.5, 
    10, 7.5, NA, NA, NA, 10, 7.5, 10, 10, 10, 10, 10, 2.5, NA, 
    10, 10, 10, 10, 10, 10, 2.5, 7.5, 10, 10, NA, NA, 10, 10, 
    NA, NA, NA, 10, NA, NA, 5, NA, 2.5, 10, 10, 7.5, 7.5, 10, 
    NA, 7.5, NA, 7.5, 10, 0, 7.5, 7.5, 10, 10, 7.5, 10, 7.5, 
    10, 2.5, 7.5, 10, NA, 7.5, 7.5, 7.5, 10, 10, 5, 7.5, 2.5, 
    5, 0, 10, 10, NA, 5, 0, 10, 10, 10, 10, 7.5, NA, NA, NA, 
    10, 10, 2.5, 10, NA, 5, 7.5, NA, 5, NA, 5, 7.5, 5, 7.5, 0, 
    10, 10, 10, 10, 2.5, NA, 7.5, 5, 10, 2.5, 2.5, 10, 7.5, 10, 
    10, 5, NA, 2.5, 5, NA, NA, 10, NA, 10, NA, 10, 10, 7.5, 10, 
    NA, 10, 7.5, 7.5, 5, 7.5, 10, NA, 2.5, 5, 7.5, 2.5, 7.5, 
    NA, 5, 10, 7.5, 10, 10, 10, 10, 5, 10, 7.5, 7.5, 7.5, 2.5, 
    NA, 10, 10, 7.5, NA, 7.5, 10, 7.5, 10, 7.5, NA, NA, NA, 10, 
    7.5, 10, 10, 10, 10, 10, 2.5, NA, 10, 10, 10, 10, 10, 10, 
    2.5, 7.5, 10, 10, NA, NA, 10, 10, NA, NA, NA, 10, NA, NA, 
    5, NA, 2.5, 10, 10, 7.5, 7.5, 10, NA, 7.5, NA, 7.5, 10, 0, 
    7.5, 7.5, 10, 10, 7.5, 10, 7.5, 10, 2.5, 7.5, 10, NA, 7.5, 
    7.5, 7.5, 10, 10, 5, 7.5, 2.5, 5, 0, 10, 10, NA, 5, 0, 10, 
    10, 10, 10, 7.5, NA, NA, NA, 10, 10, 2.5, 10, NA, 5, 7.5, 
    NA, 5, NA, 5, 7.5, 5, 7.5, 0, 10, 10, 10, 10, 2.5, NA, 7.5, 
    5, NA, 5, 2.5, 10, NA, 10, 10, 2.5, NA, 5, 7.5, NA, NA, 10, 
    NA, 7.5, NA, 5, NA, 7.5, 10, NA, 10, 7.5, NA, 7.5, 7.5, 10, 
    NA, 7.5, 5, 7.5, 0, 7.5, NA, 5, NA, 5, NA, 10, 10, 10, 7.5, 
    10, 2.5, NA, 10, 2.5, NA, 10, 10, 5, NA, NA, 10, 10, 10, 
    10, NA, NA, NA, 10, 7.5, 10, 10, NA, 7.5, 7.5, NA, NA, 10, 
    10, 10, NA, 10, 2.5, 5, 7.5, 10, 5, NA, NA, 7.5, 10, NA, 
    NA, NA, 7.5, NA, NA, 5, NA, 5, 10, 10, 5, 7.5, 7.5, NA, 5, 
    NA, 5, 7.5, NA, 7.5, 7.5, 10, 10, 7.5, 7.5, 5, 10, 0, 7.5, 
    10, NA, 7.5, 7.5, 10, 10, 10, 0, 10, 5, NA, 0, 7.5, 10, NA, 
    NA, 2.5, 10, 10, 10, 10, 7.5, NA, NA, NA, 10, 10, 0, 7.5, 
    NA, 7.5, 10, NA, 5, NA, 2.5, 5, 7.5, 7.5, 2.5, 10, 10, 10, 
    5, 2.5, 5, 5, 5, NA, 5, 2.5, 10, NA, 10, 10, 2.5, NA, 5, 
    7.5, NA, NA, 10, NA, 7.5, NA, 5, NA, 7.5, 10, NA, 10, 7.5, 
    NA, NA, 7.5, 10, NA, 7.5, 5, 7.5, 0, 7.5, NA, 5, NA, 5, NA, 
    10, 10, 10, 7.5, 10, 2.5, NA, 10, 2.5, NA, 10, 10, 5, NA, 
    NA, 10, 10, 10, 10, NA, NA, NA, 10, 7.5, 10, 10, NA, 7.5, 
    7.5, NA, NA, 10, 10, 10, NA, 10, 2.5, 5, 7.5, 10, 5, NA, 
    NA, 7.5, NA, NA, NA, NA, 7.5, NA, NA, 5, NA, 5, 10, 10, 5, 
    7.5, 7.5, NA, 5, NA, 5, 7.5, NA, 7.5, 7.5, 10, 10, 7.5, 7.5, 
    5, 10, 0, 7.5, 10, NA, 7.5, 7.5, 10, 10, 10, NA, 10, 5, NA, 
    NA, 7.5, 10, NA, NA, 2.5, 10, 10, 10, 10, 7.5, NA, NA, NA, 
    10, 10, 0, 7.5, NA, 7.5, 10, NA, 5, NA, 2.5, 5, 7.5, 7.5, 
    2.5, 10, 10, 10, 5, 2.5, NA, 5, 5, NA, 5, 2.5, 10, NA, 10, 
    10, 2.5, NA, 5, 7.5, NA, NA, 10, NA, 7.5, NA, 5, NA, 7.5, 
    10, NA, 10, 7.5, NA, NA, 7.5, 10, NA, 7.5, 5, 7.5, 0, 7.5, 
    NA, 5, NA, 5, NA, 10, 10, 10, 7.5, 10, 2.5, NA, 10, 2.5, 
    NA, 10, 10, 5, NA, NA, 10, 10, 10, 10, NA, NA, NA, 10, 7.5, 
    10, 10, NA, 7.5, 7.5, NA, NA, 10, 10, 10, NA, 10, 2.5, 5, 
    7.5, 10, 5, NA, NA, 7.5, NA, NA, NA, NA, 7.5, NA, NA, 5, 
    NA, 5, 10, 10, 5, 7.5, 7.5, NA, 5, NA, 5, 7.5, NA, 7.5, 7.5, 
    10, 10, 7.5, 7.5, 5, 10, 0, 7.5, 10, NA, 7.5, 7.5, 10, 10, 
    10, NA, 10, 5, NA, NA, 7.5, 10, NA, NA, 2.5, 10, 10, 10, 
    10, 7.5, NA, NA, NA, 10, 10, 0, 7.5, NA, 7.5, 10, NA, 5, 
    NA, 2.5, 5, 7.5, 7.5, 2.5, 10, 10, 10, 5, 2.5, NA, 5, 5), 
    pf_association_political_establish = c(NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, 10, 2.5, 2.5, 10, 10, 10, 10, 2.5, NA, 7.5, 7.5, NA, 
    NA, 10, NA, 10, NA, 10, 10, 5, 10, NA, 10, 10, 10, 7.5, 7.5, 
    10, NA, 2.5, 7.5, 10, 0, 7.5, NA, 10, 7.5, 10, 10, 10, 7.5, 
    10, 10, 2.5, 7.5, 10, 10, 2.5, NA, 10, 10, 10, NA, 5, 10, 
    7.5, 10, 7.5, 10, NA, NA, 10, 5, 10, 10, 10, 10, 10, 2.5, 
    NA, 10, 10, 10, 7.5, 7.5, 2.5, 0, 10, 7.5, 0, NA, NA, 10, 
    7.5, NA, NA, 7.5, 10, NA, NA, 10, NA, 2.5, 10, 10, 10, 10, 
    7.5, NA, 7.5, NA, 10, 10, 7.5, 7.5, 7.5, 10, 5, 2.5, 7.5, 
    10, 10, 2.5, 10, 10, NA, 5, 7.5, 7.5, 10, 10, 0, 10, 2.5, 
    0, 0, 10, 10, NA, 5, 5, 10, 10, 10, 10, 7.5, NA, NA, NA, 
    10, 10, 5, 10, NA, 2.5, 10, NA, 5, NA, 7.5, 7.5, 5, 5, 0, 
    10, 10, 10, 10, 0, NA, 7.5, 2.5, 10, 2.5, 2.5, 10, 10, 10, 
    10, 2.5, NA, 7.5, 7.5, NA, NA, 10, NA, 10, NA, 10, 10, 5, 
    10, NA, 10, 10, 10, 7.5, 7.5, 10, NA, 2.5, 7.5, 10, 0, 7.5, 
    NA, 10, 7.5, 10, 10, 10, 7.5, 10, 10, 2.5, 7.5, 10, 10, 2.5, 
    NA, 10, 10, 10, NA, 5, 10, 7.5, 10, 7.5, NA, NA, NA, 10, 
    5, 10, 10, 10, 10, 10, 2.5, NA, 10, 10, 10, 7.5, 7.5, 2.5, 
    0, 10, 7.5, 0, NA, NA, 10, 7.5, NA, NA, NA, 10, NA, NA, 10, 
    NA, 2.5, 10, 10, 10, 10, 7.5, NA, 7.5, NA, 10, 10, 7.5, 7.5, 
    7.5, 10, 5, 2.5, 7.5, 10, 10, 2.5, 10, 10, NA, 5, 7.5, 7.5, 
    10, 10, 0, 10, 2.5, 0, 0, 10, 10, NA, 5, 5, 10, 10, 10, 10, 
    7.5, NA, NA, NA, 10, 10, 5, 10, NA, 2.5, 10, NA, 5, NA, 7.5, 
    7.5, 5, 5, 0, 10, 10, 10, 10, 0, NA, 7.5, 2.5, 10, 2.5, 2.5, 
    10, 10, 10, 10, 2.5, NA, 7.5, 7.5, NA, NA, 10, NA, 10, NA, 
    10, 10, 5, 10, NA, 10, 10, 10, 7.5, 7.5, 10, NA, 2.5, 7.5, 
    10, 0, 7.5, NA, 10, 7.5, 10, 10, 10, 7.5, 10, 10, 2.5, 7.5, 
    10, 10, 2.5, NA, 10, 10, 10, NA, 5, 10, 7.5, 10, 7.5, NA, 
    NA, NA, 10, 5, 10, 10, 10, 10, 10, 2.5, NA, 10, 10, 10, 7.5, 
    7.5, 2.5, 0, 10, 7.5, 0, NA, NA, 10, 7.5, NA, NA, NA, 10, 
    NA, NA, 10, NA, 2.5, 10, 10, 10, 10, 7.5, NA, 7.5, NA, 10, 
    10, 7.5, 7.5, 7.5, 10, 5, 2.5, 7.5, 10, 10, 2.5, 10, 10, 
    NA, 5, 7.5, 7.5, 10, 10, 0, 10, 2.5, 0, 0, 10, 10, NA, 5, 
    5, 10, 10, 10, 10, 7.5, NA, NA, NA, 10, 10, 5, 10, NA, 2.5, 
    10, NA, 5, NA, 7.5, 7.5, 5, 5, 0, 10, 10, 10, 10, 0, NA, 
    7.5, 2.5, NA, 5, 2.5, 10, NA, 10, 10, 7.5, NA, 5, 5, NA, 
    NA, 10, NA, 7.5, NA, 7.5, NA, 7.5, 5, NA, 7.5, 10, NA, 7.5, 
    7.5, 10, NA, 7.5, 7.5, 10, 0, 10, NA, 7.5, NA, 5, NA, 10, 
    10, 10, 10, 7.5, 2.5, NA, 10, 0, NA, 10, 10, 7.5, NA, NA, 
    10, 7.5, 10, 7.5, NA, NA, NA, 5, 7.5, 7.5, 10, NA, 10, 7.5, 
    NA, NA, 10, 7.5, 10, NA, 5, 0, 5, 7.5, 10, 0, NA, NA, 10, 
    10, NA, NA, NA, 7.5, NA, NA, 5, NA, 2.5, 7.5, 10, 10, 7.5, 
    7.5, NA, 5, NA, 7.5, 10, NA, 7.5, 10, 10, 10, 10, 10, 7.5, 
    10, 0, 7.5, 10, NA, 7.5, 7.5, 2.5, 7.5, 10, 0, 10, 2.5, NA, 
    0, 10, 10, NA, NA, 5, 10, 10, 7.5, 10, 7.5, NA, NA, NA, 10, 
    10, 2.5, 7.5, NA, 5, 7.5, NA, 7.5, NA, 2.5, 7.5, 5, 10, 0, 
    10, 7.5, 10, 7.5, 0, 7.5, 5, 5, NA, 5, 2.5, 10, NA, 10, 10, 
    7.5, NA, 5, 5, NA, NA, 10, NA, 7.5, NA, 7.5, NA, 7.5, 5, 
    NA, 7.5, 10, NA, NA, 7.5, 10, NA, 7.5, 7.5, 10, 0, 10, NA, 
    7.5, NA, 5, NA, 10, 10, 10, 10, 7.5, 2.5, NA, 10, 0, NA, 
    10, 10, 7.5, NA, NA, 10, 7.5, 10, 7.5, NA, NA, NA, 5, 7.5, 
    7.5, 10, NA, 10, 7.5, NA, NA, 10, 7.5, 10, NA, 5, 0, 5, 7.5, 
    10, 0, NA, NA, 10, NA, NA, NA, NA, 7.5, NA, NA, 5, NA, 2.5, 
    7.5, 10, 10, 7.5, 7.5, NA, 5, NA, 7.5, 10, NA, 7.5, 10, 10, 
    10, 10, 10, 7.5, 10, 0, 7.5, 10, NA, 7.5, 7.5, 2.5, 7.5, 
    10, NA, 10, 2.5, NA, NA, 10, 10, NA, NA, 5, 10, 10, 7.5, 
    10, 7.5, NA, NA, NA, 10, 10, 2.5, 7.5, NA, 5, 7.5, NA, 7.5, 
    NA, 2.5, 7.5, 5, 10, 0, 10, 7.5, 10, 7.5, 0, NA, 5, 5, NA, 
    5, 2.5, 10, NA, 10, 10, 7.5, NA, 5, 5, NA, NA, 10, NA, 7.5, 
    NA, 7.5, NA, 7.5, 5, NA, 7.5, 10, NA, NA, 7.5, 10, NA, 7.5, 
    7.5, 10, 0, 10, NA, 7.5, NA, 5, NA, 10, 10, 10, 10, 7.5, 
    2.5, NA, 10, 0, NA, 10, 10, 7.5, NA, NA, 10, 7.5, 10, 7.5, 
    NA, NA, NA, 5, 7.5, 7.5, 10, NA, 10, 7.5, NA, NA, 10, 7.5, 
    10, NA, 5, 0, 5, 7.5, 10, 0, NA, NA, 10, NA, NA, NA, NA, 
    7.5, NA, NA, 5, NA, 2.5, 7.5, 10, 10, 7.5, 7.5, NA, 5, NA, 
    7.5, 10, NA, 7.5, 10, 10, 10, 10, 10, 7.5, 10, 0, 7.5, 10, 
    NA, 7.5, 7.5, 2.5, 7.5, 10, NA, 10, 2.5, NA, NA, 10, 10, 
    NA, NA, 5, 10, 10, 7.5, 10, 7.5, NA, NA, NA, 10, 10, 2.5, 
    7.5, NA, 5, 7.5, NA, 7.5, NA, 2.5, 7.5, 5, 10, 0, 10, 7.5, 
    10, 7.5, 0, NA, 5, 5), pf_association_political_operate = c(NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, 7.5, 5, 2.5, 5, 10, 10, 10, 2.5, NA, 
    5, 7.5, NA, NA, 10, NA, 10, NA, 7.5, 2.5, 5, 7.5, NA, 7.5, 
    2.5, 5, 7.5, 10, 10, NA, 7.5, 7.5, 7.5, 0, 7.5, NA, 7.5, 
    10, 10, 10, 7.5, 10, 10, 7.5, 7.5, 5, 7.5, 10, 7.5, NA, 10, 
    10, 5, NA, 7.5, 10, 7.5, 10, 7.5, 7.5, NA, NA, 10, 7.5, 7.5, 
    7.5, 10, 10, 7.5, 2.5, NA, 10, 10, 10, 7.5, 7.5, 0, 0, 10, 
    7.5, 0, NA, NA, 10, 10, NA, NA, 7.5, 10, NA, NA, 10, NA, 
    7.5, 7.5, 10, 10, 5, 2.5, NA, 7.5, NA, 7.5, 7.5, 7.5, 7.5, 
    5, 10, 10, 2.5, 5, 7.5, 10, 2.5, 7.5, 10, NA, 5, 7.5, 2.5, 
    10, 10, 0, 7.5, 5, 0, 0, 7.5, 5, NA, 5, 5, 10, 10, 5, 7.5, 
    10, NA, NA, NA, 10, 10, 2.5, 7.5, NA, 7.5, 7.5, NA, 5, NA, 
    7.5, 5, 5, 5, 0, 10, 10, 7.5, 10, 7.5, NA, 7.5, 2.5, 7.5, 
    5, 2.5, 5, 10, 10, 10, 2.5, NA, 5, 7.5, NA, NA, 10, NA, 10, 
    NA, 7.5, 2.5, 5, 7.5, NA, 7.5, 2.5, 5, 7.5, 10, 10, NA, 7.5, 
    7.5, 7.5, 0, 7.5, NA, 7.5, 10, 10, 10, 7.5, 10, 10, 7.5, 
    7.5, 5, 7.5, 10, 7.5, NA, 10, 10, 5, NA, 7.5, 10, 7.5, 10, 
    7.5, NA, NA, NA, 10, 7.5, 7.5, 7.5, 10, 10, 7.5, 2.5, NA, 
    10, 10, 10, 7.5, 7.5, 0, 0, 10, 7.5, 0, NA, NA, 10, 10, NA, 
    NA, NA, 10, NA, NA, 10, NA, 7.5, 7.5, 10, 10, 5, 2.5, NA, 
    7.5, NA, 7.5, 7.5, 7.5, 7.5, 5, 10, 10, 2.5, 5, 7.5, 10, 
    2.5, 7.5, 10, NA, 5, 7.5, 2.5, 10, 10, 0, 7.5, 5, 0, 0, 7.5, 
    5, NA, 5, 5, 10, 10, 5, 7.5, 10, NA, NA, NA, 10, 10, 2.5, 
    7.5, NA, 7.5, 7.5, NA, 5, NA, 7.5, 5, 5, 5, 0, 10, 10, 7.5, 
    10, 7.5, NA, 7.5, 2.5, 7.5, 5, 2.5, 5, 10, 10, 10, 2.5, NA, 
    5, 7.5, NA, NA, 10, NA, 10, NA, 7.5, 2.5, 5, 7.5, NA, 7.5, 
    2.5, 5, 7.5, 10, 10, NA, 7.5, 7.5, 7.5, 0, 7.5, NA, 7.5, 
    10, 10, 10, 7.5, 10, 10, 7.5, 7.5, 5, 7.5, 10, 7.5, NA, 10, 
    10, 5, NA, 7.5, 10, 7.5, 10, 7.5, NA, NA, NA, 10, 7.5, 7.5, 
    7.5, 10, 10, 7.5, 2.5, NA, 10, 10, 10, 7.5, 7.5, 0, 0, 10, 
    7.5, 0, NA, NA, 10, 10, NA, NA, NA, 10, NA, NA, 10, NA, 7.5, 
    7.5, 10, 10, 5, 2.5, NA, 7.5, NA, 7.5, 7.5, 7.5, 7.5, 5, 
    10, 10, 2.5, 5, 7.5, 10, 2.5, 7.5, 10, NA, 5, 7.5, 2.5, 10, 
    10, 0, 7.5, 5, 0, 0, 7.5, 5, NA, 5, 5, 10, 10, 5, 7.5, 10, 
    NA, NA, NA, 10, 10, 2.5, 7.5, NA, 7.5, 7.5, NA, 5, NA, 7.5, 
    5, 5, 5, 0, 10, 10, 7.5, 10, 7.5, NA, 7.5, 2.5, NA, 3.3333333330000001, 
    0, 6.6666666670000003, NA, 10, 10, 3.3333333330000001, NA, 
    3.3333333330000001, 3.3333333330000001, NA, NA, 10, NA, 6.6666666670000003, 
    NA, 6.6666666670000003, NA, 6.6666666670000003, 6.6666666670000003, 
    NA, 6.6666666670000003, 3.3333333330000001, NA, 10, 6.6666666670000003, 
    10, NA, 3.3333333330000001, 3.3333333330000001, 6.6666666670000003, 
    0, 10, NA, 3.3333333330000001, NA, 6.6666666670000003, NA, 
    10, 10, 10, 0, 6.6666666670000003, 3.3333333330000001, NA, 
    10, 0, NA, 10, 10, 3.3333333330000001, NA, NA, 10, 6.6666666670000003, 
    10, 6.6666666670000003, NA, NA, NA, 3.3333333330000001, 3.3333333330000001, 
    6.6666666670000003, 10, NA, 10, 6.6666666670000003, NA, NA, 
    10, 10, 10, NA, 3.3333333330000001, 0, 3.3333333330000001, 
    6.6666666670000003, 10, 3.3333333330000001, NA, NA, 10, 6.6666666670000003, 
    NA, NA, NA, 10, NA, NA, 3.3333333330000001, NA, 6.6666666670000003, 
    0, 10, 6.6666666670000003, 3.3333333330000001, 3.3333333330000001, 
    NA, 6.6666666670000003, NA, 3.3333333330000001, 6.6666666670000003, 
    NA, 6.6666666670000003, 6.6666666670000003, 10, 10, 6.6666666670000003, 
    6.6666666670000003, 6.6666666670000003, 10, 0, 6.6666666670000003, 
    3.3333333330000001, NA, 6.6666666670000003, 6.6666666670000003, 
    3.3333333330000001, 6.6666666670000003, 10, 0, 10, 3.3333333330000001, 
    NA, 0, 6.6666666670000003, 3.3333333330000001, NA, NA, 3.3333333330000001, 
    10, 6.6666666670000003, 10, 10, 6.6666666670000003, NA, NA, 
    NA, 10, 10, 0, 10, NA, 6.6666666670000003, 6.6666666670000003, 
    NA, 6.6666666670000003, NA, 3.3333333330000001, 3.3333333330000001, 
    3.3333333330000001, 3.3333333330000001, 0, 10, 6.6666666670000003, 
    10, 3.3333333330000001, 3.3333333330000001, 6.6666666670000003, 
    3.3333333330000001, 0, NA, 3.3333333330000001, 0, 6.6666666670000003, 
    NA, 10, 10, 3.3333333330000001, NA, 3.3333333330000001, 3.3333333330000001, 
    NA, NA, 10, NA, 6.6666666670000003, NA, 6.6666666670000003, 
    NA, 6.6666666670000003, 6.6666666670000003, NA, 6.6666666670000003, 
    3.3333333330000001, NA, NA, 6.6666666670000003, 10, NA, 3.3333333330000001, 
    3.3333333330000001, 6.6666666670000003, 0, 10, NA, 3.3333333330000001, 
    NA, 6.6666666670000003, NA, 10, 10, 10, 0, 6.6666666670000003, 
    3.3333333330000001, NA, 10, 0, NA, 10, 10, 3.3333333330000001, 
    NA, NA, 10, 6.6666666670000003, 10, 6.6666666670000003, NA, 
    NA, NA, 3.3333333330000001, 3.3333333330000001, 6.6666666670000003, 
    10, NA, 10, 6.6666666670000003, NA, NA, 10, 10, 10, NA, 3.3333333330000001, 
    0, 3.3333333330000001, 6.6666666670000003, 10, 3.3333333330000001, 
    NA, NA, 10, NA, NA, NA, NA, 10, NA, NA, 3.3333333330000001, 
    NA, 6.6666666670000003, 0, 10, 6.6666666670000003, 3.3333333330000001, 
    3.3333333330000001, NA, 6.6666666670000003, NA, 3.3333333330000001, 
    6.6666666670000003, NA, 6.6666666670000003, 6.6666666670000003, 
    10, 10, 6.6666666670000003, 6.6666666670000003, 6.6666666670000003, 
    10, 0, 6.6666666670000003, 3.3333333330000001, NA, 6.6666666670000003, 
    6.6666666670000003, 3.3333333330000001, 6.6666666670000003, 
    10, NA, 10, 3.3333333330000001, NA, NA, 6.6666666670000003, 
    3.3333333330000001, NA, NA, 3.3333333330000001, 10, 6.6666666670000003, 
    10, 10, 6.6666666670000003, NA, NA, NA, 10, 10, 0, 10, NA, 
    6.6666666670000003, 6.6666666670000003, NA, 6.6666666670000003, 
    NA, 3.3333333330000001, 3.3333333330000001, 3.3333333330000001, 
    3.3333333330000001, 0, 10, 6.6666666670000003, 10, 3.3333333330000001, 
    3.3333333330000001, NA, 3.3333333330000001, 0, NA, 3.3333333330000001, 
    0, 6.6666666670000003, NA, 10, 10, 3.3333333330000001, NA, 
    3.3333333330000001, 3.3333333330000001, NA, NA, 10, NA, 6.6666666670000003, 
    NA, 6.6666666670000003, NA, 6.6666666670000003, 6.6666666670000003, 
    NA, 6.6666666670000003, 3.3333333330000001, NA, NA, 6.6666666670000003, 
    10, NA, 3.3333333330000001, 3.3333333330000001, 6.6666666670000003, 
    0, 10, NA, 3.3333333330000001, NA, 6.6666666670000003, NA, 
    10, 10, 10, 0, 6.6666666670000003, 3.3333333330000001, NA, 
    10, 0, NA, 10, 10, 3.3333333330000001, NA, NA, 10, 6.6666666670000003, 
    10, 6.6666666670000003, NA, NA, NA, 3.3333333330000001, 3.3333333330000001, 
    6.6666666670000003, 10, NA, 10, 6.6666666670000003, NA, NA, 
    10, 10, 10, NA, 3.3333333330000001, 0, 3.3333333330000001, 
    6.6666666670000003, 10, 3.3333333330000001, NA, NA, 10, NA, 
    NA, NA, NA, 10, NA, NA, 3.3333333330000001, NA, 6.6666666670000003, 
    0, 10, 6.6666666670000003, 3.3333333330000001, 3.3333333330000001, 
    NA, 6.6666666670000003, NA, 3.3333333330000001, 6.6666666670000003, 
    NA, 6.6666666670000003, 6.6666666670000003, 10, 10, 6.6666666670000003, 
    6.6666666670000003, 6.6666666670000003, 10, 0, 6.6666666670000003, 
    3.3333333330000001, NA, 6.6666666670000003, 6.6666666670000003, 
    3.3333333330000001, 6.6666666670000003, 10, NA, 10, 3.3333333330000001, 
    NA, NA, 6.6666666670000003, 3.3333333330000001, NA, NA, 3.3333333330000001, 
    10, 6.6666666670000003, 10, 10, 6.6666666670000003, NA, NA, 
    NA, 10, 10, 0, 10, NA, 6.6666666670000003, 6.6666666670000003, 
    NA, 6.6666666670000003, NA, 3.3333333330000001, 3.3333333330000001, 
    3.3333333330000001, 3.3333333330000001, 0, 10, 6.6666666670000003, 
    10, 3.3333333330000001, 3.3333333330000001, NA, 3.3333333330000001, 
    0), pf_association_political = c(10, 5, 2.5, 5, 5, 10, 10, 
    2.5, NA, 0, 7.5, NA, 2.5, 10, NA, 10, NA, 5, 10, NA, 2.5, 
    0, 7.5, 7.5, 2.5, 5, 5, 10, NA, 7.5, 7.5, 10, 0, 10, NA, 
    10, 10, 10, 7.5, 7.5, 10, 10, 7.5, 5, 2.5, 7.5, 10, 2.5, 
    NA, 10, 10, 2.5, NA, 7.5, 10, 7.5, 10, 10, 10, NA, NA, 10, 
    7.5, 7.5, 10, 10, 10, 5, 5, 5, 7.5, 10, 10, 10, 7.5, 5, 2.5, 
    5, 7.5, 0, NA, 0, 10, 7.5, NA, NA, 2.5, 10, 10, 5, 5, NA, 
    2.5, 7.5, 10, 7.5, 10, 7.5, 5, 10, NA, 2.5, 0, 5, 7.5, 5, 
    10, 10, 2.5, 5, 10, 10, 0, 10, 7.5, NA, 5, 10, 7.5, 10, 10, 
    0, 10, 2.5, 0, 0, 10, 7.5, NA, NA, 2.5, 10, 10, 10, 10, 5, 
    2.5, NA, NA, 10, 10, NA, 10, 0, 2.5, 2.5, NA, 10, NA, 7.5, 
    5, 2.5, 5, 0, 10, 10, 5, 2.5, 0, NA, NA, 2.5, 10, 5, 2.5, 
    5, 5, 10, 10, 2.5, NA, 0, 7.5, NA, NA, 10, NA, 10, NA, 5, 
    10, NA, 2.5, 0, 7.5, 7.5, 2.5, 5, 5, 10, NA, 7.5, 7.5, 10, 
    0, 10, NA, 10, 10, 10, 7.5, 7.5, 10, 10, 7.5, 5, 2.5, 7.5, 
    10, 2.5, NA, 10, 10, 2.5, NA, 7.5, 10, 7.5, 10, 10, 10, NA, 
    NA, 10, 7.5, 7.5, 10, 10, 10, 5, 5, NA, 7.5, 10, 10, 10, 
    7.5, 5, 2.5, 5, 7.5, 0, NA, 0, 10, 7.5, NA, NA, 2.5, 10, 
    10, 5, 5, NA, 2.5, 7.5, 10, 7.5, 10, 7.5, 5, 10, NA, 2.5, 
    0, 5, 7.5, 5, 10, 10, 2.5, 5, 10, 10, 0, 10, 7.5, NA, 5, 
    10, 7.5, 10, 10, 0, 10, 2.5, 0, 0, 10, 7.5, NA, NA, 2.5, 
    10, 10, 10, 10, 5, NA, NA, NA, 10, 10, NA, 10, 0, 2.5, 2.5, 
    NA, 10, NA, 7.5, 5, 2.5, 5, 0, 10, 10, 5, 2.5, 0, NA, NA, 
    2.5, 10, 5, 2.5, 5, 5, 10, 10, 2.5, NA, 0, 7.5, NA, NA, 10, 
    NA, 10, NA, 5, 10, NA, 2.5, 0, 7.5, 7.5, 2.5, 5, 5, 10, NA, 
    7.5, 7.5, 10, 0, 10, NA, 10, 10, 10, 7.5, 7.5, 10, 10, 7.5, 
    5, 2.5, 7.5, 10, 2.5, NA, 10, 10, 2.5, NA, 7.5, 10, 7.5, 
    10, 10, 10, NA, NA, 10, 7.5, 7.5, 10, 10, 10, 5, 5, NA, 7.5, 
    10, 10, 10, 7.5, 5, 2.5, 5, 7.5, 0, NA, 0, 10, 7.5, NA, NA, 
    2.5, 10, 10, 5, 5, NA, 2.5, 7.5, 10, 7.5, 10, 7.5, 5, 10, 
    NA, 2.5, 0, 5, 7.5, 5, 10, 10, 2.5, 5, 10, 10, 0, 10, 7.5, 
    NA, 5, 10, 7.5, 10, 10, 0, 10, 2.5, 0, 0, 10, 7.5, NA, NA, 
    2.5, 10, 10, 10, 10, 5, NA, NA, NA, 10, 10, NA, 10, 0, 2.5, 
    2.5, NA, 10, NA, 7.5, 5, 2.5, 5, 0, 10, 10, 5, 2.5, 0, NA, 
    NA, 2.5, 8.75, 3.75, 2.5, 7.5, 10, 10, 10, 2.5, NA, 6.25, 
    7.5, NA, NA, 10, NA, 10, NA, 8.75, 6.25, 5, 8.75, NA, 8.75, 
    6.25, 7.5, 7.5, 8.75, 10, NA, 5, 7.5, 8.75, 0, 7.5, NA, 8.75, 
    8.75, 10, 10, 8.75, 8.75, 10, 8.75, 5, 6.25, 8.75, 10, 5, 
    NA, 10, 10, 7.5, NA, 6.25, 10, 7.5, 10, 7.5, 8.75, NA, NA, 
    10, 6.25, 8.75, 8.75, 10, 10, 8.75, 2.5, NA, 10, 10, 10, 
    7.5, 7.5, 1.25, 0, 10, 7.5, 0, NA, NA, 10, 8.75, NA, NA, 
    7.5, 10, NA, NA, 10, NA, 5, 8.75, 10, 10, 7.5, 5, NA, 7.5, 
    NA, 8.75, 8.75, 7.5, 7.5, 6.25, 10, 7.5, 2.5, 6.25, 8.75, 
    10, 2.5, 8.75, 10, NA, 5, 7.5, 5, 10, 10, 0, 8.75, 3.75, 
    0, 0, 8.75, 7.5, NA, 5, 5, 10, 10, 7.5, 8.75, 8.75, NA, NA, 
    NA, 10, 10, 3.75, 8.75, NA, 5, 8.75, NA, 5, NA, 7.5, 6.25, 
    5, 5, 0, 10, 10, 8.75, 10, 3.75, NA, 7.5, 2.5, 8.75, 3.75, 
    2.5, 7.5, 10, 10, 10, 2.5, NA, 6.25, 7.5, NA, NA, 10, NA, 
    10, NA, 8.75, 6.25, 5, 8.75, NA, 8.75, 6.25, 7.5, 7.5, 8.75, 
    10, NA, 5, 7.5, 8.75, 0, 7.5, NA, 8.75, 8.75, 10, 10, 8.75, 
    8.75, 10, 8.75, 5, 6.25, 8.75, 10, 5, NA, 10, 10, 7.5, NA, 
    6.25, 10, 7.5, 10, 7.5, NA, NA, NA, 10, 6.25, 8.75, 8.75, 
    10, 10, 8.75, 2.5, NA, 10, 10, 10, 7.5, 7.5, 1.25, 0, 10, 
    7.5, 0, NA, NA, 10, 8.75, NA, NA, NA, 10, NA, NA, 10, NA, 
    5, 8.75, 10, 10, 7.5, 5, NA, 7.5, NA, 8.75, 8.75, 7.5, 7.5, 
    6.25, 10, 7.5, 2.5, 6.25, 8.75, 10, 2.5, 8.75, 10, NA, 5, 
    7.5, 5, 10, 10, 0, 8.75, 3.75, 0, 0, 8.75, 7.5, NA, 5, 5, 
    10, 10, 7.5, 8.75, 8.75, NA, NA, NA, 10, 10, 3.75, 8.75, 
    NA, 5, 8.75, NA, 5, NA, 7.5, 6.25, 5, 5, 0, 10, 10, 8.75, 
    10, 3.75, NA, 7.5, 2.5, 8.75, 3.75, 2.5, 7.5, 10, 10, 10, 
    2.5, NA, 6.25, 7.5, NA, NA, 10, NA, 10, NA, 8.75, 6.25, 5, 
    8.75, NA, 8.75, 6.25, 7.5, 7.5, 8.75, 10, NA, 5, 7.5, 8.75, 
    0, 7.5, NA, 8.75, 8.75, 10, 10, 8.75, 8.75, 10, 8.75, 5, 
    6.25, 8.75, 10, 5, NA, 10, 10, 7.5, NA, 6.25, 10, 7.5, 10, 
    7.5, NA, NA, NA, 10, 6.25, 8.75, 8.75, 10, 10, 8.75, 2.5, 
    NA, 10, 10, 10, 7.5, 7.5, 1.25, 0, 10, 7.5, 0, NA, NA, 10, 
    8.75, NA, NA, NA, 10, NA, NA, 10, NA, 5, 8.75, 10, 10, 7.5, 
    5, NA, 7.5, NA, 8.75, 8.75, 7.5, 7.5, 6.25, 10, 7.5, 2.5, 
    6.25, 8.75, 10, 2.5, 8.75, 10, NA, 5, 7.5, 5, 10, 10, 0, 
    8.75, 3.75, 0, 0, 8.75, 7.5, NA, 5, 5, 10, 10, 7.5, 8.75, 
    8.75, NA, NA, NA, 10, 10, 3.75, 8.75, NA, 5, 8.75, NA, 5, 
    NA, 7.5, 6.25, 5, 5, 0, 10, 10, 8.75, 10, 3.75, NA, 7.5, 
    2.5, NA, 4.1666666670000003, 1.25, 8.3333333330000006, NA, 
    10, 10, 5.4166666670000003, NA, 4.1666666670000003, 4.1666666670000003, 
    NA, NA, 10, NA, 7.0833333329999997, NA, 7.0833333329999997, 
    NA, 7.0833333329999997, 5.8333333329999997, NA, 7.0833333329999997, 
    6.6666666670000003, NA, 8.75, 7.0833333329999997, 10, NA, 
    5.4166666670000003, 5.4166666670000003, 8.3333333330000006, 
    0, 10, NA, 5.4166666670000003, NA, 5.8333333329999997, NA, 
    10, 10, 10, 5, 7.0833333329999997, 2.9166666669999999, NA, 
    10, 0, NA, 10, 10, 5.4166666670000003, NA, NA, 10, 7.0833333329999997, 
    10, 7.0833333329999997, NA, NA, NA, 4.1666666670000003, 5.4166666670000003, 
    7.0833333329999997, 10, NA, 10, 7.0833333329999997, NA, NA, 
    10, 8.75, 10, NA, 4.1666666670000003, 0, 4.1666666670000003, 
    7.0833333329999997, 10, 1.6666666670000001, NA, NA, 10, 8.3333333330000006, 
    NA, NA, NA, 8.75, NA, NA, 4.1666666670000003, NA, 4.5833333329999997, 
    3.75, 10, 8.3333333330000006, 5.4166666670000003, 5.4166666670000003, 
    NA, 5.8333333329999997, NA, 5.4166666670000003, 8.3333333330000006, 
    NA, 7.0833333329999997, 8.3333333330000006, 10, 10, 8.3333333330000006, 
    8.3333333330000006, 7.0833333329999997, 10, 0, 7.0833333329999997, 
    6.6666666670000003, NA, 7.0833333329999997, 7.0833333329999997, 
    2.9166666669999999, 7.0833333329999997, 10, 0, 10, 2.9166666669999999, 
    NA, 0, 8.3333333330000006, 6.6666666670000003, NA, NA, 4.1666666670000003, 
    10, 8.3333333330000006, 8.75, 10, 7.0833333329999997, NA, 
    NA, NA, 10, 10, 1.25, 8.75, NA, 5.8333333329999997, 7.0833333329999997, 
    NA, 7.0833333329999997, NA, 2.9166666669999999, 5.4166666670000003, 
    4.1666666670000003, 6.6666666670000003, 0, 10, 7.0833333329999997, 
    10, 5.4166666670000003, 1.6666666670000001, 7.0833333329999997, 
    4.1666666670000003, 2.5, NA, 4.1666666670000003, 1.25, 8.3333333330000006, 
    NA, 10, 10, 5.4166666670000003, NA, 4.1666666670000003, 4.1666666670000003, 
    NA, NA, 10, NA, 7.0833333329999997, NA, 7.0833333329999997, 
    NA, 7.0833333329999997, 5.8333333329999997, NA, 7.0833333329999997, 
    6.6666666670000003, NA, NA, 7.0833333329999997, 10, NA, 5.4166666670000003, 
    5.4166666670000003, 8.3333333330000006, 0, 10, NA, 5.4166666670000003, 
    NA, 5.8333333329999997, NA, 10, 10, 10, 5, 7.0833333329999997, 
    2.9166666669999999, NA, 10, 0, NA, 10, 10, 5.4166666670000003, 
    NA, NA, 10, 7.0833333329999997, 10, 7.0833333329999997, NA, 
    NA, NA, 4.1666666670000003, 5.4166666670000003, 7.0833333329999997, 
    10, NA, 10, 7.0833333329999997, NA, NA, 10, 8.75, 10, NA, 
    4.1666666670000003, 0, 4.1666666670000003, 7.0833333329999997, 
    10, 1.6666666670000001, NA, NA, 10, NA, NA, NA, NA, 8.75, 
    NA, NA, 4.1666666670000003, NA, 4.5833333329999997, 3.75, 
    10, 8.3333333330000006, 5.4166666670000003, 5.4166666670000003, 
    NA, 5.8333333329999997, NA, 5.4166666670000003, 8.3333333330000006, 
    NA, 7.0833333329999997, 8.3333333330000006, 10, 10, 8.3333333330000006, 
    8.3333333330000006, 7.0833333329999997, 10, 0, 7.0833333329999997, 
    6.6666666670000003, NA, 7.0833333329999997, 7.0833333329999997, 
    2.9166666669999999, 7.0833333329999997, 10, NA, 10, 2.9166666669999999, 
    NA, NA, 8.3333333330000006, 6.6666666670000003, NA, NA, 4.1666666670000003, 
    10, 8.3333333330000006, 8.75, 10, 7.0833333329999997, NA, 
    NA, NA, 10, 10, 1.25, 8.75, NA, 5.8333333329999997, 7.0833333329999997, 
    NA, 7.0833333329999997, NA, 2.9166666669999999, 5.4166666670000003, 
    4.1666666670000003, 6.6666666670000003, 0, 10, 7.0833333329999997, 
    10, 5.4166666670000003, 1.6666666670000001, NA, 4.1666666670000003, 
    2.5, NA, 4.1666666670000003, 1.25, 8.3333333330000006, NA, 
    10, 10, 5.4166666670000003, NA, 4.1666666670000003, 4.1666666670000003, 
    NA, NA, 10, NA, 7.0833333329999997, NA, 7.0833333329999997, 
    NA, 7.0833333329999997, 5.8333333329999997, NA, 7.0833333329999997, 
    6.6666666670000003, NA, NA, 7.0833333329999997, 10, NA, 5.4166666670000003, 
    5.4166666670000003, 8.3333333330000006, 0, 10, NA, 5.4166666670000003, 
    NA, 5.8333333329999997, NA, 10, 10, 10, 5, 7.0833333329999997, 
    2.9166666669999999, NA, 10, 0, NA, 10, 10, 5.4166666670000003, 
    NA, NA, 10, 7.0833333329999997, 10, 7.0833333329999997, NA, 
    NA, NA, 4.1666666670000003, 5.4166666670000003, 7.0833333329999997, 
    10, NA, 10, 7.0833333329999997, NA, NA, 10, 8.75, 10, NA, 
    4.1666666670000003, 0, 4.1666666670000003, 7.0833333329999997, 
    10, 1.6666666670000001, NA, NA, 10, NA, NA, NA, NA, 8.75, 
    NA, NA, 4.1666666670000003, NA, 4.5833333329999997, 3.75, 
    10, 8.3333333330000006, 5.4166666670000003, 5.4166666670000003, 
    NA, 5.8333333329999997, NA, 5.4166666670000003, 8.3333333330000006, 
    NA, 7.0833333329999997, 8.3333333330000006, 10, 10, 8.3333333330000006, 
    8.3333333330000006, 7.0833333329999997, 10, 0, 7.0833333329999997, 
    6.6666666670000003, NA, 7.0833333329999997, 7.0833333329999997, 
    2.9166666669999999, 7.0833333329999997, 10, NA, 10, 2.9166666669999999, 
    NA, NA, 8.3333333330000006, 6.6666666670000003, NA, NA, 4.1666666670000003, 
    10, 8.3333333330000006, 8.75, 10, 7.0833333329999997, NA, 
    NA, NA, 10, 10, 1.25, 8.75, NA, 5.8333333329999997, 7.0833333329999997, 
    NA, 7.0833333329999997, NA, 2.9166666669999999, 5.4166666670000003, 
    4.1666666670000003, 6.6666666670000003, 0, 10, 7.0833333329999997, 
    10, 5.4166666670000003, 1.6666666670000001, NA, 4.1666666670000003, 
    2.5), pf_association_prof_establish = c(NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, 10, 2.5, 2.5, 5, 5, 10, 10, 2.5, NA, 7.5, 5, NA, NA, 
    10, NA, 10, NA, 10, 7.5, 5, 10, NA, 10, 10, 10, 7.5, 7.5, 
    10, NA, 7.5, 5, 10, 0, 5, NA, 10, 7.5, 10, 7.5, 10, 10, 10, 
    7.5, 2.5, 5, 7.5, 10, 2.5, NA, 10, 10, 7.5, NA, 7.5, 10, 
    7.5, 10, 7.5, 10, NA, NA, 10, 5, 10, 10, 10, 7.5, 7.5, 2.5, 
    NA, 10, 7.5, 10, 7.5, 5, 2.5, 2.5, 10, 7.5, 2.5, NA, NA, 
    10, 7.5, NA, NA, 7.5, 10, NA, NA, 10, NA, 2.5, 10, 10, 10, 
    10, 7.5, NA, 10, NA, 5, 7.5, 2.5, 7.5, 2.5, 10, 2.5, 5, 7.5, 
    10, 10, 2.5, 10, 10, NA, 5, 7.5, 5, 10, 10, 0, 5, 5, 2.5, 
    0, 10, 5, NA, 5, 2.5, 10, 10, 7.5, 10, 7.5, NA, NA, NA, 10, 
    10, 2.5, 10, NA, 2.5, 7.5, NA, 7.5, NA, 7.5, 7.5, 7.5, 7.5, 
    0, 10, 10, 7.5, 7.5, 2.5, NA, 5, 2.5, 10, 2.5, 2.5, 5, 5, 
    10, 10, 2.5, NA, 7.5, 5, NA, NA, 10, NA, 10, NA, 10, 7.5, 
    5, 10, NA, 10, 10, 10, 7.5, 7.5, 10, NA, 7.5, 5, 10, 0, 5, 
    NA, 10, 7.5, 10, 7.5, 10, 10, 10, 7.5, 2.5, 5, 7.5, 10, 2.5, 
    NA, 10, 10, 7.5, NA, 7.5, 10, 7.5, 10, 7.5, NA, NA, NA, 10, 
    5, 10, 10, 10, 7.5, 7.5, 2.5, NA, 10, 7.5, 10, 7.5, 5, 2.5, 
    2.5, 10, 7.5, 2.5, NA, NA, 10, 7.5, NA, NA, NA, 10, NA, NA, 
    10, NA, 2.5, 10, 10, 10, 10, 7.5, NA, 10, NA, 5, 7.5, 2.5, 
    7.5, 2.5, 10, 2.5, 5, 7.5, 10, 10, 2.5, 10, 10, NA, 5, 7.5, 
    5, 10, 10, 0, 5, 5, 2.5, 0, 10, 5, NA, 5, 2.5, 10, 10, 7.5, 
    10, 7.5, NA, NA, NA, 10, 10, 2.5, 10, NA, 2.5, 7.5, NA, 7.5, 
    NA, 7.5, 7.5, 7.5, 7.5, 0, 10, 10, 7.5, 7.5, 2.5, NA, 5, 
    2.5, 10, 2.5, 2.5, 5, 5, 10, 10, 2.5, NA, 7.5, 5, NA, NA, 
    10, NA, 10, NA, 10, 7.5, 5, 10, NA, 10, 10, 10, 7.5, 7.5, 
    10, NA, 7.5, 5, 10, 0, 5, NA, 10, 7.5, 10, 7.5, 10, 10, 10, 
    7.5, 2.5, 5, 7.5, 10, 2.5, NA, 10, 10, 7.5, NA, 7.5, 10, 
    7.5, 10, 7.5, NA, NA, NA, 10, 5, 10, 10, 10, 7.5, 7.5, 2.5, 
    NA, 10, 7.5, 10, 7.5, 5, 2.5, 2.5, 10, 7.5, 2.5, NA, NA, 
    10, 7.5, NA, NA, NA, 10, NA, NA, 10, NA, 2.5, 10, 10, 10, 
    10, 7.5, NA, 10, NA, 5, 7.5, 2.5, 7.5, 2.5, 10, 2.5, 5, 7.5, 
    10, 10, 2.5, 10, 10, NA, 5, 7.5, 5, 10, 10, 0, 5, 5, 2.5, 
    0, 10, 5, NA, 5, 2.5, 10, 10, 7.5, 10, 7.5, NA, NA, NA, 10, 
    10, 2.5, 10, NA, 2.5, 7.5, NA, 7.5, NA, 7.5, 7.5, 7.5, 7.5, 
    0, 10, 10, 7.5, 7.5, 2.5, NA, 5, 2.5, NA, 5, 5, 7.5, NA, 
    10, 0, 7.5, NA, 7.5, 7.5, NA, NA, 10, NA, 7.5, NA, 7.5, NA, 
    5, 7.5, NA, 10, 10, NA, 7.5, 7.5, 10, NA, 7.5, 7.5, 10, 2.5, 
    7.5, NA, 10, NA, 7.5, NA, 0, 10, 10, 10, 0, 5, NA, 10, 2.5, 
    NA, 10, 10, 10, NA, NA, 10, 7.5, 10, 7.5, NA, NA, NA, 5, 
    7.5, 10, 10, NA, 10, 7.5, NA, NA, 10, 10, 10, NA, 5, 7.5, 
    7.5, 7.5, 10, 5, NA, NA, 10, 5, NA, NA, NA, 10, NA, NA, 10, 
    NA, 7.5, 10, 10, 7.5, 10, 7.5, NA, 5, NA, 7.5, 7.5, NA, 7.5, 
    10, 10, 10, 10, 7.5, 10, 10, 2.5, 10, 10, NA, 5, 10, 7.5, 
    2.5, 10, 0, 10, 10, NA, 0, 10, 10, NA, NA, 7.5, 10, 7.5, 
    7.5, 10, 10, NA, NA, NA, 10, 10, 2.5, 7.5, NA, 7.5, 7.5, 
    NA, 5, NA, 5, 7.5, 5, 7.5, 5, 10, 7.5, 10, 5, 2.5, 5, 2.5, 
    5, NA, 5, 5, 7.5, NA, 10, 0, 7.5, NA, 7.5, 7.5, NA, NA, 10, 
    NA, 7.5, NA, 7.5, NA, 5, 7.5, NA, 10, 10, NA, NA, 7.5, 10, 
    NA, 7.5, 7.5, 10, 2.5, 7.5, NA, 10, NA, 7.5, NA, 0, 10, 10, 
    10, 0, 5, NA, 10, 2.5, NA, 10, 10, 10, NA, NA, 10, 7.5, 10, 
    7.5, NA, NA, NA, 5, 7.5, 10, 10, NA, 10, 7.5, NA, NA, 10, 
    10, 10, NA, 5, 7.5, 7.5, 7.5, 10, 5, NA, NA, 10, NA, NA, 
    NA, NA, 10, NA, NA, 10, NA, 7.5, 10, 10, 7.5, 10, 7.5, NA, 
    5, NA, 7.5, 7.5, NA, 7.5, 10, 10, 10, 10, 7.5, 10, 10, 2.5, 
    10, 10, NA, 5, 10, 7.5, 2.5, 10, NA, 10, 10, NA, NA, 10, 
    10, NA, NA, 7.5, 10, 7.5, 7.5, 10, 10, NA, NA, NA, 10, 10, 
    2.5, 7.5, NA, 7.5, 7.5, NA, 5, NA, 5, 7.5, 5, 7.5, 5, 10, 
    7.5, 10, 5, 2.5, NA, 2.5, 5, NA, 5, 5, 7.5, NA, 10, 0, 7.5, 
    NA, 7.5, 7.5, NA, NA, 10, NA, 7.5, NA, 7.5, NA, 5, 7.5, NA, 
    10, 10, NA, NA, 7.5, 10, NA, 7.5, 7.5, 10, 2.5, 7.5, NA, 
    10, NA, 7.5, NA, 0, 10, 10, 10, 0, 5, NA, 10, 2.5, NA, 10, 
    10, 10, NA, NA, 10, 7.5, 10, 7.5, NA, NA, NA, 5, 7.5, 10, 
    10, NA, 10, 7.5, NA, NA, 10, 10, 10, NA, 5, 7.5, 7.5, 7.5, 
    10, 5, NA, NA, 10, NA, NA, NA, NA, 10, NA, NA, 10, NA, 7.5, 
    10, 10, 7.5, 10, 7.5, NA, 5, NA, 7.5, 7.5, NA, 7.5, 10, 10, 
    10, 10, 7.5, 10, 10, 2.5, 10, 10, NA, 5, 10, 7.5, 2.5, 10, 
    NA, 10, 10, NA, NA, 10, 10, NA, NA, 7.5, 10, 7.5, 7.5, 10, 
    10, NA, NA, NA, 10, 10, 2.5, 7.5, NA, 7.5, 7.5, NA, 5, NA, 
    5, 7.5, 5, 7.5, 5, 10, 7.5, 10, 5, 2.5, NA, 2.5, 5), pf_association_prof_operate = c(NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, 5, 5, 2.5, 5, 7.5, 7.5, 10, 2.5, NA, 
    7.5, 5, NA, NA, 10, NA, 10, NA, 7.5, 7.5, 5, 7.5, NA, 7.5, 
    7.5, 10, 7.5, 5, 10, NA, 7.5, 7.5, 10, 2.5, 7.5, NA, 5, 7.5, 
    10, 7.5, 10, 5, 10, 7.5, 7.5, 2.5, 7.5, 10, 5, NA, 10, 10, 
    5, NA, 7.5, 10, 10, 10, 7.5, 7.5, NA, NA, 10, 7.5, 10, 7.5, 
    10, 10, 7.5, 2.5, NA, 7.5, 10, 10, 7.5, 10, 7.5, 2.5, 10, 
    7.5, 7.5, NA, NA, 10, 7.5, NA, NA, 5, 10, NA, NA, 7.5, NA, 
    5, 10, 10, 7.5, 10, 5, NA, 5, NA, 7.5, 7.5, 5, 7.5, 5, 10, 
    7.5, 2.5, 7.5, 7.5, 10, 5, 7.5, 10, NA, 5, 5, 5, 10, 10, 
    0, 5, 7.5, 2.5, 0, 7.5, 5, NA, 5, 2.5, 10, 10, 2.5, 7.5, 
    5, NA, NA, NA, 10, 10, 2.5, 7.5, NA, 5, 7.5, NA, 5, NA, 7.5, 
    7.5, 5, 7.5, 0, 10, 10, 7.5, 5, 2.5, NA, 7.5, 2.5, 5, 5, 
    2.5, 5, 7.5, 7.5, 10, 2.5, NA, 7.5, 5, NA, NA, 10, NA, 10, 
    NA, 7.5, 7.5, 5, 7.5, NA, 7.5, 7.5, 10, 7.5, 5, 10, NA, 7.5, 
    7.5, 10, 2.5, 7.5, NA, 5, 7.5, 10, 7.5, 10, 5, 10, 7.5, 7.5, 
    2.5, 7.5, 10, 5, NA, 10, 10, 5, NA, 7.5, 10, 10, 10, 7.5, 
    NA, NA, NA, 10, 7.5, 10, 7.5, 10, 10, 7.5, 2.5, NA, 7.5, 
    10, 10, 7.5, 10, 7.5, 2.5, 10, 7.5, 7.5, NA, NA, 10, 7.5, 
    NA, NA, NA, 10, NA, NA, 7.5, NA, 5, 10, 10, 7.5, 10, 5, NA, 
    5, NA, 7.5, 7.5, 5, 7.5, 5, 10, 7.5, 2.5, 7.5, 7.5, 10, 5, 
    7.5, 10, NA, 5, 5, 5, 10, 10, 0, 5, 7.5, 2.5, 0, 7.5, 5, 
    NA, 5, 2.5, 10, 10, 2.5, 7.5, 5, NA, NA, NA, 10, 10, 2.5, 
    7.5, NA, 5, 7.5, NA, 5, NA, 7.5, 7.5, 5, 7.5, 0, 10, 10, 
    7.5, 5, 2.5, NA, 7.5, 2.5, 5, 5, 2.5, 5, 7.5, 7.5, 10, 2.5, 
    NA, 7.5, 5, NA, NA, 10, NA, 10, NA, 7.5, 7.5, 5, 7.5, NA, 
    7.5, 7.5, 10, 7.5, 5, 10, NA, 7.5, 7.5, 10, 2.5, 7.5, NA, 
    5, 7.5, 10, 7.5, 10, 5, 10, 7.5, 7.5, 2.5, 7.5, 10, 5, NA, 
    10, 10, 5, NA, 7.5, 10, 10, 10, 7.5, NA, NA, NA, 10, 7.5, 
    10, 7.5, 10, 10, 7.5, 2.5, NA, 7.5, 10, 10, 7.5, 10, 7.5, 
    2.5, 10, 7.5, 7.5, NA, NA, 10, 7.5, NA, NA, NA, 10, NA, NA, 
    7.5, NA, 5, 10, 10, 7.5, 10, 5, NA, 5, NA, 7.5, 7.5, 5, 7.5, 
    5, 10, 7.5, 2.5, 7.5, 7.5, 10, 5, 7.5, 10, NA, 5, 5, 5, 10, 
    10, 0, 5, 7.5, 2.5, 0, 7.5, 5, NA, 5, 2.5, 10, 10, 2.5, 7.5, 
    5, NA, NA, NA, 10, 10, 2.5, 7.5, NA, 5, 7.5, NA, 5, NA, 7.5, 
    7.5, 5, 7.5, 0, 10, 10, 7.5, 5, 2.5, NA, 7.5, 2.5, NA, 3.3333333330000001, 
    0, 10, NA, 10, 10, 0, NA, 6.6666666670000003, 6.6666666670000003, 
    NA, NA, 10, NA, 6.6666666670000003, NA, 6.6666666670000003, 
    NA, 3.3333333330000001, 6.6666666670000003, NA, 10, 6.6666666670000003, 
    NA, 6.6666666670000003, 10, 10, NA, 10, 10, 10, 0, 3.3333333330000001, 
    NA, 3.3333333330000001, NA, 3.3333333330000001, NA, 10, 10, 
    10, 6.6666666670000003, 0, 6.6666666670000003, NA, 10, 0, 
    NA, 10, 10, 6.6666666670000003, NA, NA, 10, 6.6666666670000003, 
    10, 6.6666666670000003, NA, NA, NA, 3.3333333330000001, 6.6666666670000003, 
    10, 10, NA, 6.6666666670000003, 6.6666666670000003, NA, NA, 
    10, 10, 10, NA, 10, 3.3333333330000001, 6.6666666670000003, 
    6.6666666670000003, 6.6666666670000003, 3.3333333330000001, 
    NA, NA, 10, 6.6666666670000003, NA, NA, NA, 10, NA, NA, 3.3333333330000001, 
    NA, 6.6666666670000003, 6.6666666670000003, 10, 3.3333333330000001, 
    10, 6.6666666670000003, NA, 3.3333333330000001, NA, 6.6666666670000003, 
    6.6666666670000003, NA, 6.6666666670000003, 6.6666666670000003, 
    10, 10, 6.6666666670000003, 6.6666666670000003, 6.6666666670000003, 
    10, 0, 6.6666666670000003, 10, NA, 3.3333333330000001, 6.6666666670000003, 
    10, 10, 10, 0, 10, 6.6666666670000003, NA, 0, 6.6666666670000003, 
    6.6666666670000003, NA, NA, 3.3333333330000001, 6.6666666670000003, 
    6.6666666670000003, 6.6666666670000003, 10, 6.6666666670000003, 
    NA, NA, NA, 10, 10, 3.3333333330000001, 6.6666666670000003, 
    NA, 6.6666666670000003, 6.6666666670000003, NA, 3.3333333330000001, 
    NA, 6.6666666670000003, 6.6666666670000003, 3.3333333330000001, 
    3.3333333330000001, 3.3333333330000001, 10, 10, 10, 6.6666666670000003, 
    3.3333333330000001, 3.3333333330000001, 3.3333333330000001, 
    0, NA, 3.3333333330000001, 0, 10, NA, 10, 10, 0, NA, 6.6666666670000003, 
    6.6666666670000003, NA, NA, 10, NA, 6.6666666670000003, NA, 
    6.6666666670000003, NA, 3.3333333330000001, 6.6666666670000003, 
    NA, 10, 6.6666666670000003, NA, NA, 10, 10, NA, 10, 10, 10, 
    0, 3.3333333330000001, NA, 3.3333333330000001, NA, 3.3333333330000001, 
    NA, 10, 10, 10, 6.6666666670000003, 0, 6.6666666670000003, 
    NA, 10, 0, NA, 10, 10, 6.6666666670000003, NA, NA, 10, 6.6666666670000003, 
    10, 6.6666666670000003, NA, NA, NA, 3.3333333330000001, 6.6666666670000003, 
    10, 10, NA, 6.6666666670000003, 6.6666666670000003, NA, NA, 
    10, 10, 10, NA, 10, 3.3333333330000001, 6.6666666670000003, 
    6.6666666670000003, 6.6666666670000003, 3.3333333330000001, 
    NA, NA, 10, NA, NA, NA, NA, 10, NA, NA, 3.3333333330000001, 
    NA, 6.6666666670000003, 6.6666666670000003, 10, 3.3333333330000001, 
    10, 6.6666666670000003, NA, 3.3333333330000001, NA, 6.6666666670000003, 
    6.6666666670000003, NA, 6.6666666670000003, 6.6666666670000003, 
    10, 10, 6.6666666670000003, 6.6666666670000003, 6.6666666670000003, 
    10, 0, 6.6666666670000003, 10, NA, 3.3333333330000001, 6.6666666670000003, 
    10, 10, 10, NA, 10, 6.6666666670000003, NA, NA, 6.6666666670000003, 
    6.6666666670000003, NA, NA, 3.3333333330000001, 6.6666666670000003, 
    6.6666666670000003, 6.6666666670000003, 10, 6.6666666670000003, 
    NA, NA, NA, 10, 10, 3.3333333330000001, 6.6666666670000003, 
    NA, 6.6666666670000003, 6.6666666670000003, NA, 3.3333333330000001, 
    NA, 6.6666666670000003, 6.6666666670000003, 3.3333333330000001, 
    3.3333333330000001, 3.3333333330000001, 10, 10, 10, 6.6666666670000003, 
    3.3333333330000001, NA, 3.3333333330000001, 0, NA, 3.3333333330000001, 
    0, 10, NA, 10, 10, 0, NA, 6.6666666670000003, 6.6666666670000003, 
    NA, NA, 10, NA, 6.6666666670000003, NA, 6.6666666670000003, 
    NA, 3.3333333330000001, 6.6666666670000003, NA, 10, 6.6666666670000003, 
    NA, NA, 10, 10, NA, 10, 10, 10, 0, 3.3333333330000001, NA, 
    3.3333333330000001, NA, 3.3333333330000001, NA, 10, 10, 10, 
    6.6666666670000003, 0, 6.6666666670000003, NA, 10, 0, NA, 
    10, 10, 6.6666666670000003, NA, NA, 10, 6.6666666670000003, 
    10, 6.6666666670000003, NA, NA, NA, 3.3333333330000001, 6.6666666670000003, 
    10, 10, NA, 6.6666666670000003, 6.6666666670000003, NA, NA, 
    10, 10, 10, NA, 10, 3.3333333330000001, 6.6666666670000003, 
    6.6666666670000003, 6.6666666670000003, 3.3333333330000001, 
    NA, NA, 10, NA, NA, NA, NA, 10, NA, NA, 3.3333333330000001, 
    NA, 6.6666666670000003, 6.6666666670000003, 10, 3.3333333330000001, 
    10, 6.6666666670000003, NA, 3.3333333330000001, NA, 6.6666666670000003, 
    6.6666666670000003, NA, 6.6666666670000003, 6.6666666670000003, 
    10, 10, 6.6666666670000003, 6.6666666670000003, 6.6666666670000003, 
    10, 0, 6.6666666670000003, 10, NA, 3.3333333330000001, 6.6666666670000003, 
    10, 10, 10, NA, 10, 6.6666666670000003, NA, NA, 6.6666666670000003, 
    6.6666666670000003, NA, NA, 3.3333333330000001, 6.6666666670000003, 
    6.6666666670000003, 6.6666666670000003, 10, 6.6666666670000003, 
    NA, NA, NA, 10, 10, 3.3333333330000001, 6.6666666670000003, 
    NA, 6.6666666670000003, 6.6666666670000003, NA, 3.3333333330000001, 
    NA, 6.6666666670000003, 6.6666666670000003, 3.3333333330000001, 
    3.3333333330000001, 3.3333333330000001, 10, 10, 10, 6.6666666670000003, 
    3.3333333330000001, NA, 3.3333333330000001, 0), pf_association_prof = c(10, 
    5, 5, 7.5, 5, 10, 10, 2.5, NA, 10, 7.5, NA, 2.5, 10, NA, 
    7.5, NA, 5, 10, NA, 2.5, 2.5, 10, 7.5, 2.5, 5, 5, 10, NA, 
    7.5, 7.5, 10, 0, 10, NA, 10, 7.5, 10, 7.5, 7.5, 10, 7.5, 
    5, 2.5, 2.5, 7.5, 10, 2.5, NA, 10, 10, 2.5, NA, 7.5, 10, 
    7.5, 10, 2.5, 10, NA, NA, 10, 10, 7.5, 10, 10, 5, 2.5, 2.5, 
    2.5, 5, 10, 7.5, 7.5, 5, 2.5, 2.5, 5, 10, 2.5, NA, 0, 10, 
    7.5, NA, NA, 2.5, 10, 10, 10, 5, NA, 2.5, 7.5, 10, 0, 7.5, 
    7.5, 5, 2.5, NA, 5, 2.5, 7.5, 7.5, 2.5, 10, 10, 2.5, 7.5, 
    10, 10, 5, 10, 7.5, NA, 7.5, 7.5, 10, 7.5, 10, 0, 10, 5, 
    2.5, 0, 10, 7.5, NA, NA, 2.5, 10, 10, 10, 10, 5, 2.5, NA, 
    NA, 10, 10, NA, 10, 2.5, 5, 7.5, NA, 7.5, NA, 7.5, 2.5, 10, 
    2.5, 0, 10, 10, 7.5, 5, 0, NA, NA, 2.5, 10, 5, 5, 7.5, 5, 
    10, 10, 2.5, NA, 10, 7.5, NA, NA, 10, NA, 7.5, NA, 5, 10, 
    NA, 2.5, 2.5, 10, 7.5, 2.5, 5, 5, 10, NA, 7.5, 7.5, 10, 0, 
    10, NA, 10, 7.5, 10, 7.5, 7.5, 10, 7.5, 5, 2.5, 2.5, 7.5, 
    10, 2.5, NA, 10, 10, 2.5, NA, 7.5, 10, 7.5, 10, 2.5, 10, 
    NA, NA, 10, 10, 7.5, 10, 10, 5, 2.5, 2.5, NA, 5, 10, 7.5, 
    7.5, 5, 2.5, 2.5, 5, 10, 2.5, NA, 0, 10, 7.5, NA, NA, 2.5, 
    10, 10, 10, 5, NA, 2.5, 7.5, 10, 0, 7.5, 7.5, 5, 2.5, NA, 
    5, 2.5, 7.5, 7.5, 2.5, 10, 10, 2.5, 7.5, 10, 10, 5, 10, 7.5, 
    NA, 7.5, 7.5, 10, 7.5, 10, 0, 10, 5, 2.5, 0, 10, 7.5, NA, 
    NA, 2.5, 10, 10, 10, 10, 5, NA, NA, NA, 10, 10, NA, 10, 2.5, 
    5, 7.5, NA, 7.5, NA, 7.5, 2.5, 10, 2.5, 0, 10, 10, 7.5, 5, 
    0, NA, NA, 2.5, 10, 5, 5, 7.5, 5, 10, 10, 2.5, NA, 10, 7.5, 
    NA, NA, 10, NA, 7.5, NA, 5, 10, NA, 2.5, 2.5, 10, 7.5, 2.5, 
    5, 5, 10, NA, 7.5, 7.5, 10, 0, 10, NA, 10, 7.5, 10, 7.5, 
    7.5, 10, 7.5, 5, 2.5, 2.5, 7.5, 10, 2.5, NA, 10, 10, 2.5, 
    NA, 7.5, 10, 7.5, 10, 2.5, 10, NA, NA, 10, 10, 7.5, 10, 10, 
    5, 2.5, 2.5, NA, 5, 10, 7.5, 7.5, 5, 2.5, 2.5, 5, 10, 2.5, 
    NA, 0, 10, 7.5, NA, NA, 2.5, 10, 10, 10, 5, NA, 2.5, 7.5, 
    10, 0, 7.5, 7.5, 5, 2.5, NA, 5, 2.5, 7.5, 7.5, 2.5, 10, 10, 
    2.5, 7.5, 10, 10, 5, 10, 7.5, NA, 7.5, 7.5, 10, 7.5, 10, 
    0, 10, 5, 2.5, 0, 10, 7.5, NA, NA, 2.5, 10, 10, 10, 10, 5, 
    NA, NA, NA, 10, 10, NA, 10, 2.5, 5, 7.5, NA, 7.5, NA, 7.5, 
    2.5, 10, 2.5, 0, 10, 10, 7.5, 5, 0, NA, NA, 2.5, 7.5, 3.75, 
    2.5, 5, 6.25, 8.75, 10, 2.5, NA, 7.5, 5, NA, NA, 10, NA, 
    10, NA, 8.75, 7.5, 5, 8.75, NA, 8.75, 8.75, 10, 7.5, 6.25, 
    10, NA, 7.5, 6.25, 10, 1.25, 6.25, NA, 7.5, 7.5, 10, 7.5, 
    10, 7.5, 10, 7.5, 5, 3.75, 7.5, 10, 3.75, NA, 10, 10, 6.25, 
    NA, 7.5, 10, 8.75, 10, 7.5, 8.75, NA, NA, 10, 6.25, 10, 8.75, 
    10, 8.75, 7.5, 2.5, NA, 8.75, 8.75, 10, 7.5, 7.5, 5, 2.5, 
    10, 7.5, 5, NA, NA, 10, 7.5, NA, NA, 6.25, 10, NA, NA, 8.75, 
    NA, 3.75, 10, 10, 8.75, 10, 6.25, NA, 7.5, NA, 6.25, 7.5, 
    3.75, 7.5, 3.75, 10, 5, 3.75, 7.5, 8.75, 10, 3.75, 8.75, 
    10, NA, 5, 6.25, 5, 10, 10, 0, 5, 6.25, 2.5, 0, 8.75, 5, 
    NA, 5, 2.5, 10, 10, 5, 8.75, 6.25, NA, NA, NA, 10, 10, 2.5, 
    8.75, NA, 3.75, 7.5, NA, 6.25, NA, 7.5, 7.5, 6.25, 7.5, 0, 
    10, 10, 7.5, 6.25, 2.5, NA, 6.25, 2.5, 7.5, 3.75, 2.5, 5, 
    6.25, 8.75, 10, 2.5, NA, 7.5, 5, NA, NA, 10, NA, 10, NA, 
    8.75, 7.5, 5, 8.75, NA, 8.75, 8.75, 10, 7.5, 6.25, 10, NA, 
    7.5, 6.25, 10, 1.25, 6.25, NA, 7.5, 7.5, 10, 7.5, 10, 7.5, 
    10, 7.5, 5, 3.75, 7.5, 10, 3.75, NA, 10, 10, 6.25, NA, 7.5, 
    10, 8.75, 10, 7.5, NA, NA, NA, 10, 6.25, 10, 8.75, 10, 8.75, 
    7.5, 2.5, NA, 8.75, 8.75, 10, 7.5, 7.5, 5, 2.5, 10, 7.5, 
    5, NA, NA, 10, 7.5, NA, NA, NA, 10, NA, NA, 8.75, NA, 3.75, 
    10, 10, 8.75, 10, 6.25, NA, 7.5, NA, 6.25, 7.5, 3.75, 7.5, 
    3.75, 10, 5, 3.75, 7.5, 8.75, 10, 3.75, 8.75, 10, NA, 5, 
    6.25, 5, 10, 10, 0, 5, 6.25, 2.5, 0, 8.75, 5, NA, 5, 2.5, 
    10, 10, 5, 8.75, 6.25, NA, NA, NA, 10, 10, 2.5, 8.75, NA, 
    3.75, 7.5, NA, 6.25, NA, 7.5, 7.5, 6.25, 7.5, 0, 10, 10, 
    7.5, 6.25, 2.5, NA, 6.25, 2.5, 7.5, 3.75, 2.5, 5, 6.25, 8.75, 
    10, 2.5, NA, 7.5, 5, NA, NA, 10, NA, 10, NA, 8.75, 7.5, 5, 
    8.75, NA, 8.75, 8.75, 10, 7.5, 6.25, 10, NA, 7.5, 6.25, 10, 
    1.25, 6.25, NA, 7.5, 7.5, 10, 7.5, 10, 7.5, 10, 7.5, 5, 3.75, 
    7.5, 10, 3.75, NA, 10, 10, 6.25, NA, 7.5, 10, 8.75, 10, 7.5, 
    NA, NA, NA, 10, 6.25, 10, 8.75, 10, 8.75, 7.5, 2.5, NA, 8.75, 
    8.75, 10, 7.5, 7.5, 5, 2.5, 10, 7.5, 5, NA, NA, 10, 7.5, 
    NA, NA, NA, 10, NA, NA, 8.75, NA, 3.75, 10, 10, 8.75, 10, 
    6.25, NA, 7.5, NA, 6.25, 7.5, 3.75, 7.5, 3.75, 10, 5, 3.75, 
    7.5, 8.75, 10, 3.75, 8.75, 10, NA, 5, 6.25, 5, 10, 10, 0, 
    5, 6.25, 2.5, 0, 8.75, 5, NA, 5, 2.5, 10, 10, 5, 8.75, 6.25, 
    NA, NA, NA, 10, 10, 2.5, 8.75, NA, 3.75, 7.5, NA, 6.25, NA, 
    7.5, 7.5, 6.25, 7.5, 0, 10, 10, 7.5, 6.25, 2.5, NA, 6.25, 
    2.5, NA, 4.1666666670000003, 2.5, 8.75, NA, 10, 5, 3.75, 
    NA, 7.0833333329999997, 7.0833333329999997, NA, NA, 10, NA, 
    7.0833333329999997, NA, 7.0833333329999997, NA, 4.1666666670000003, 
    7.0833333329999997, NA, 10, 8.3333333330000006, NA, 7.0833333329999997, 
    8.75, 10, NA, 8.75, 8.75, 10, 1.25, 5.4166666670000003, NA, 
    6.6666666670000003, NA, 5.4166666670000003, NA, 5, 10, 10, 
    8.3333333330000006, 0, 5.8333333329999997, NA, 10, 1.25, 
    NA, 10, 10, 8.3333333330000006, NA, NA, 10, 7.0833333329999997, 
    10, 7.0833333329999997, NA, NA, NA, 4.1666666670000003, 7.0833333329999997, 
    10, 10, NA, 8.3333333330000006, 7.0833333329999997, NA, NA, 
    10, 10, 10, NA, 7.5, 5.4166666670000003, 7.0833333329999997, 
    7.0833333329999997, 8.3333333330000006, 4.1666666670000003, 
    NA, NA, 10, 5.8333333329999997, NA, NA, NA, 10, NA, NA, 6.6666666670000003, 
    NA, 7.0833333329999997, 8.3333333330000006, 10, 5.4166666670000003, 
    10, 7.0833333329999997, NA, 4.1666666670000003, NA, 7.0833333329999997, 
    7.0833333329999997, NA, 7.0833333329999997, 8.3333333330000006, 
    10, 10, 8.3333333330000006, 7.0833333329999997, 8.3333333330000006, 
    10, 1.25, 8.3333333330000006, 10, NA, 4.1666666670000003, 
    8.3333333330000006, 8.75, 6.25, 10, 0, 10, 8.3333333330000006, 
    NA, 0, 8.3333333330000006, 8.3333333330000006, NA, NA, 5.4166666670000003, 
    8.3333333330000006, 7.0833333329999997, 7.0833333329999997, 
    10, 8.3333333330000006, NA, NA, NA, 10, 10, 2.9166666669999999, 
    7.0833333329999997, NA, 7.0833333329999997, 7.0833333329999997, 
    NA, 4.1666666670000003, NA, 5.8333333329999997, 7.0833333329999997, 
    4.1666666670000003, 5.4166666670000003, 4.1666666670000003, 
    10, 8.75, 10, 5.8333333329999997, 2.9166666669999999, 4.1666666670000003, 
    2.9166666669999999, 2.5, NA, 4.1666666670000003, 2.5, 8.75, 
    NA, 10, 5, 3.75, NA, 7.0833333329999997, 7.0833333329999997, 
    NA, NA, 10, NA, 7.0833333329999997, NA, 7.0833333329999997, 
    NA, 4.1666666670000003, 7.0833333329999997, NA, 10, 8.3333333330000006, 
    NA, NA, 8.75, 10, NA, 8.75, 8.75, 10, 1.25, 5.4166666670000003, 
    NA, 6.6666666670000003, NA, 5.4166666670000003, NA, 5, 10, 
    10, 8.3333333330000006, 0, 5.8333333329999997, NA, 10, 1.25, 
    NA, 10, 10, 8.3333333330000006, NA, NA, 10, 7.0833333329999997, 
    10, 7.0833333329999997, NA, NA, NA, 4.1666666670000003, 7.0833333329999997, 
    10, 10, NA, 8.3333333330000006, 7.0833333329999997, NA, NA, 
    10, 10, 10, NA, 7.5, 5.4166666670000003, 7.0833333329999997, 
    7.0833333329999997, 8.3333333330000006, 4.1666666670000003, 
    NA, NA, 10, NA, NA, NA, NA, 10, NA, NA, 6.6666666670000003, 
    NA, 7.0833333329999997, 8.3333333330000006, 10, 5.4166666670000003, 
    10, 7.0833333329999997, NA, 4.1666666670000003, NA, 7.0833333329999997, 
    7.0833333329999997, NA, 7.0833333329999997, 8.3333333330000006, 
    10, 10, 8.3333333330000006, 7.0833333329999997, 8.3333333330000006, 
    10, 1.25, 8.3333333330000006, 10, NA, 4.1666666670000003, 
    8.3333333330000006, 8.75, 6.25, 10, NA, 10, 8.3333333330000006, 
    NA, NA, 8.3333333330000006, 8.3333333330000006, NA, NA, 5.4166666670000003, 
    8.3333333330000006, 7.0833333329999997, 7.0833333329999997, 
    10, 8.3333333330000006, NA, NA, NA, 10, 10, 2.9166666669999999, 
    7.0833333329999997, NA, 7.0833333329999997, 7.0833333329999997, 
    NA, 4.1666666670000003, NA, 5.8333333329999997, 7.0833333329999997, 
    4.1666666670000003, 5.4166666670000003, 4.1666666670000003, 
    10, 8.75, 10, 5.8333333329999997, 2.9166666669999999, NA, 
    2.9166666669999999, 2.5, NA, 4.1666666670000003, 2.5, 8.75, 
    NA, 10, 5, 3.75, NA, 7.0833333329999997, 7.0833333329999997, 
    NA, NA, 10, NA, 7.0833333329999997, NA, 7.0833333329999997, 
    NA, 4.1666666670000003, 7.0833333329999997, NA, 10, 8.3333333330000006, 
    NA, NA, 8.75, 10, NA, 8.75, 8.75, 10, 1.25, 5.4166666670000003, 
    NA, 6.6666666670000003, NA, 5.4166666670000003, NA, 5, 10, 
    10, 8.3333333330000006, 0, 5.8333333329999997, NA, 10, 1.25, 
    NA, 10, 10, 8.3333333330000006, NA, NA, 10, 7.0833333329999997, 
    10, 7.0833333329999997, NA, NA, NA, 4.1666666670000003, 7.0833333329999997, 
    10, 10, NA, 8.3333333330000006, 7.0833333329999997, NA, NA, 
    10, 10, 10, NA, 7.5, 5.4166666670000003, 7.0833333329999997, 
    7.0833333329999997, 8.3333333330000006, 4.1666666670000003, 
    NA, NA, 10, NA, NA, NA, NA, 10, NA, NA, 6.6666666670000003, 
    NA, 7.0833333329999997, 8.3333333330000006, 10, 5.4166666670000003, 
    10, 7.0833333329999997, NA, 4.1666666670000003, NA, 7.0833333329999997, 
    7.0833333329999997, NA, 7.0833333329999997, 8.3333333330000006, 
    10, 10, 8.3333333330000006, 7.0833333329999997, 8.3333333330000006, 
    10, 1.25, 8.3333333330000006, 10, NA, 4.1666666670000003, 
    8.3333333330000006, 8.75, 6.25, 10, NA, 10, 8.3333333330000006, 
    NA, NA, 8.3333333330000006, 8.3333333330000006, NA, NA, 5.4166666670000003, 
    8.3333333330000006, 7.0833333329999997, 7.0833333329999997, 
    10, 8.3333333330000006, NA, NA, NA, 10, 10, 2.9166666669999999, 
    7.0833333329999997, NA, 7.0833333329999997, 7.0833333329999997, 
    NA, 4.1666666670000003, NA, 5.8333333329999997, 7.0833333329999997, 
    4.1666666670000003, 5.4166666670000003, 4.1666666670000003, 
    10, 8.75, 10, 5.8333333329999997, 2.9166666669999999, NA, 
    2.9166666669999999, 2.5), pf_association_sport_establish = c(NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, 10, 2.5, 5, 10, 10, 10, 10, 2.5, NA, 
    7.5, 7.5, NA, NA, 10, NA, 10, NA, 10, 10, 5, 10, NA, 10, 
    10, 10, 7.5, 10, 10, NA, 7.5, 5, 10, 5, 7.5, NA, 7.5, 10, 
    10, 10, 10, 10, 10, 10, 7.5, 7.5, 7.5, 10, 2.5, NA, 10, 10, 
    10, NA, 10, 10, 7.5, 10, 7.5, 10, NA, NA, 2.5, 5, 10, 10, 
    10, 10, 10, 2.5, NA, 10, 10, 10, 7.5, 5, 5, 7.5, 10, 7.5, 
    2.5, NA, NA, 10, 10, NA, NA, 7.5, 10, NA, NA, 10, NA, 5, 
    10, 10, 10, 10, 7.5, NA, 10, NA, 7.5, 10, 2.5, 7.5, 7.5, 
    10, 10, 5, 7.5, 10, 10, 5, 10, 10, NA, 5, 7.5, 7.5, 10, 10, 
    2.5, 10, 2.5, 5, 2.5, 10, 7.5, NA, 5, 5, 10, 10, 7.5, 7.5, 
    7.5, NA, NA, NA, 10, 10, 10, 10, NA, 10, 7.5, NA, 7.5, NA, 
    7.5, 7.5, 10, 7.5, 2.5, 10, 10, 7.5, 10, 7.5, NA, 10, 2.5, 
    10, 2.5, 5, 10, 10, 10, 10, 2.5, NA, 7.5, 7.5, NA, NA, 10, 
    NA, 10, NA, 10, 10, 5, 10, NA, 10, 10, 10, 7.5, 10, 10, NA, 
    7.5, 5, 10, 5, 7.5, NA, 7.5, 10, 10, 10, 10, 10, 10, 10, 
    7.5, 7.5, 7.5, 10, 2.5, NA, 10, 10, 10, NA, 10, 10, 7.5, 
    10, 7.5, NA, NA, NA, 2.5, 5, 10, 10, 10, 10, 10, 2.5, NA, 
    10, 10, 10, 7.5, 5, 5, 7.5, 10, 7.5, 2.5, NA, NA, 10, 10, 
    NA, NA, NA, 10, NA, NA, 10, NA, 5, 10, 10, 10, 10, 7.5, NA, 
    10, NA, 7.5, 10, 2.5, 7.5, 7.5, 10, 10, 5, 7.5, 10, 10, 5, 
    10, 10, NA, 5, 7.5, 7.5, 10, 10, 2.5, 10, 2.5, 5, 2.5, 10, 
    7.5, NA, 5, 5, 10, 10, 7.5, 7.5, 7.5, NA, NA, NA, 10, 10, 
    10, 10, NA, 10, 7.5, NA, 7.5, NA, 7.5, 7.5, 10, 7.5, 2.5, 
    10, 10, 7.5, 10, 7.5, NA, 10, 2.5, 10, 2.5, 5, 10, 10, 10, 
    10, 2.5, NA, 7.5, 7.5, NA, NA, 10, NA, 10, NA, 10, 10, 5, 
    10, NA, 10, 10, 10, 7.5, 10, 10, NA, 7.5, 5, 10, 5, 7.5, 
    NA, 7.5, 10, 10, 10, 10, 10, 10, 10, 7.5, 7.5, 7.5, 10, 2.5, 
    NA, 10, 10, 10, NA, 10, 10, 7.5, 10, 7.5, NA, NA, NA, 2.5, 
    5, 10, 10, 10, 10, 10, 2.5, NA, 10, 10, 10, 7.5, 5, 5, 7.5, 
    10, 7.5, 2.5, NA, NA, 10, 10, NA, NA, NA, 10, NA, NA, 10, 
    NA, 5, 10, 10, 10, 10, 7.5, NA, 10, NA, 7.5, 10, 2.5, 7.5, 
    7.5, 10, 10, 5, 7.5, 10, 10, 5, 10, 10, NA, 5, 7.5, 7.5, 
    10, 10, 2.5, 10, 2.5, 5, 2.5, 10, 7.5, NA, 5, 5, 10, 10, 
    7.5, 7.5, 7.5, NA, NA, NA, 10, 10, 10, 10, NA, 10, 7.5, NA, 
    7.5, NA, 7.5, 7.5, 10, 7.5, 2.5, 10, 10, 7.5, 10, 7.5, NA, 
    10, 2.5, NA, 7.5, 2.5, 10, NA, 10, 10, 10, NA, 7.5, 5, NA, 
    NA, 10, NA, 7.5, NA, 10, NA, 7.5, 7.5, NA, 10, 10, NA, 7.5, 
    10, 10, NA, 10, 7.5, 10, 5, 10, NA, 7.5, NA, 7.5, NA, 10, 
    10, 10, 10, 10, 7.5, NA, 10, 7.5, NA, 10, 10, 10, NA, NA, 
    10, 10, 10, 10, NA, NA, NA, 7.5, 7.5, 10, 10, NA, 10, 10, 
    NA, NA, 10, 7.5, 10, NA, 5, 5, 10, 10, 10, 5, NA, NA, 10, 
    7.5, NA, NA, NA, 10, NA, NA, 10, NA, 5, 10, 10, 7.5, 10, 
    7.5, NA, 5, NA, 5, 7.5, NA, 7.5, 7.5, 10, 10, 7.5, 10, 10, 
    10, 5, 10, 10, NA, 7.5, 7.5, 7.5, 10, 10, 2.5, 10, 10, NA, 
    2.5, 7.5, 7.5, NA, NA, 5, 10, 10, 7.5, 10, 10, NA, NA, NA, 
    10, 10, 5, 10, NA, 10, 10, NA, 5, NA, 7.5, 7.5, 7.5, 10, 
    10, 10, 10, 10, 5, 5, 5, 5, 7.5, NA, 7.5, 2.5, 10, NA, 10, 
    10, 10, NA, 7.5, 5, NA, NA, 10, NA, 7.5, NA, 10, NA, 7.5, 
    7.5, NA, 10, 10, NA, NA, 10, 10, NA, 10, 7.5, 10, 5, 10, 
    NA, 7.5, NA, 7.5, NA, 10, 10, 10, 10, 10, 7.5, NA, 10, 7.5, 
    NA, 10, 10, 10, NA, NA, 10, 10, 10, 10, NA, NA, NA, 7.5, 
    7.5, 10, 10, NA, 10, 10, NA, NA, 10, 7.5, 10, NA, 5, 5, 10, 
    10, 10, 5, NA, NA, 10, NA, NA, NA, NA, 10, NA, NA, 10, NA, 
    5, 10, 10, 7.5, 10, 7.5, NA, 5, NA, 5, 7.5, NA, 7.5, 7.5, 
    10, 10, 7.5, 10, 10, 10, 5, 10, 10, NA, 7.5, 7.5, 7.5, 10, 
    10, NA, 10, 10, NA, NA, 7.5, 7.5, NA, NA, 5, 10, 10, 7.5, 
    10, 10, NA, NA, NA, 10, 10, 5, 10, NA, 10, 10, NA, 5, NA, 
    7.5, 7.5, 7.5, 10, 10, 10, 10, 10, 5, 5, NA, 5, 7.5, NA, 
    7.5, 2.5, 10, NA, 10, 10, 10, NA, 7.5, 5, NA, NA, 10, NA, 
    7.5, NA, 10, NA, 7.5, 7.5, NA, 10, 10, NA, NA, 10, 10, NA, 
    10, 7.5, 10, 5, 10, NA, 7.5, NA, 7.5, NA, 10, 10, 10, 10, 
    10, 7.5, NA, 10, 7.5, NA, 10, 10, 10, NA, NA, 10, 10, 10, 
    10, NA, NA, NA, 7.5, 7.5, 10, 10, NA, 10, 10, NA, NA, 10, 
    7.5, 10, NA, 5, 5, 10, 10, 10, 5, NA, NA, 10, NA, NA, NA, 
    NA, 10, NA, NA, 10, NA, 5, 10, 10, 7.5, 10, 7.5, NA, 5, NA, 
    5, 7.5, NA, 7.5, 7.5, 10, 10, 7.5, 10, 10, 10, 5, 10, 10, 
    NA, 7.5, 7.5, 7.5, 10, 10, NA, 10, 10, NA, NA, 7.5, 7.5, 
    NA, NA, 5, 10, 10, 7.5, 10, 10, NA, NA, NA, 10, 10, 5, 10, 
    NA, 10, 10, NA, 5, NA, 7.5, 7.5, 7.5, 10, 10, 10, 10, 10, 
    5, 5, NA, 5, 7.5), pf_association_sport_operate = c(NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, 7.5, 5, 5, 10, 10, 5, 10, 2.5, NA, 7.5, 5, 
    NA, NA, 7.5, NA, 10, NA, 10, 10, 7.5, 10, NA, 10, 10, 10, 
    7.5, 7.5, 10, NA, 5, 7.5, 10, 5, 7.5, NA, 5, 7.5, 10, 10, 
    7.5, 10, 10, 7.5, 7.5, 5, 7.5, 10, 5, NA, 10, 10, 7.5, NA, 
    10, 10, 10, 10, 7.5, 7.5, NA, NA, 10, 7.5, 10, 7.5, 10, 10, 
    7.5, 2.5, NA, 10, 10, 10, 7.5, 7.5, 7.5, 7.5, 10, 7.5, 5, 
    NA, NA, 10, 7.5, NA, NA, 7.5, 10, NA, NA, 7.5, NA, 7.5, 10, 
    10, 7.5, 7.5, 7.5, NA, 10, NA, 7.5, 7.5, 5, 7.5, 5, 10, 10, 
    7.5, 7.5, 10, 10, 5, 7.5, 10, NA, 5, 7.5, 5, 5, 10, 5, 7.5, 
    7.5, 2.5, 0, 7.5, 7.5, NA, 7.5, 5, 10, 10, 7.5, 10, 5, NA, 
    NA, NA, 10, 10, 7.5, 7.5, NA, 7.5, 7.5, NA, 7.5, NA, 5, 5, 
    7.5, 7.5, 5, 10, 10, 7.5, 5, 2.5, NA, 10, 5, 7.5, 5, 5, 10, 
    10, 5, 10, 2.5, NA, 7.5, 5, NA, NA, 7.5, NA, 10, NA, 10, 
    10, 7.5, 10, NA, 10, 10, 10, 7.5, 7.5, 10, NA, 5, 7.5, 10, 
    5, 7.5, NA, 5, 7.5, 10, 10, 7.5, 10, 10, 7.5, 7.5, 5, 7.5, 
    10, 5, NA, 10, 10, 7.5, NA, 10, 10, 10, 10, 7.5, NA, NA, 
    NA, 10, 7.5, 10, 7.5, 10, 10, 7.5, 2.5, NA, 10, 10, 10, 7.5, 
    7.5, 7.5, 7.5, 10, 7.5, 5, NA, NA, 10, 7.5, NA, NA, NA, 10, 
    NA, NA, 7.5, NA, 7.5, 10, 10, 7.5, 7.5, 7.5, NA, 10, NA, 
    7.5, 7.5, 5, 7.5, 5, 10, 10, 7.5, 7.5, 10, 10, 5, 7.5, 10, 
    NA, 5, 7.5, 5, 5, 10, 5, 7.5, 7.5, 2.5, 0, 7.5, 7.5, NA, 
    7.5, 5, 10, 10, 7.5, 10, 5, NA, NA, NA, 10, 10, 7.5, 7.5, 
    NA, 7.5, 7.5, NA, 7.5, NA, 5, 5, 7.5, 7.5, 5, 10, 10, 7.5, 
    5, 2.5, NA, 10, 5, 7.5, 5, 5, 10, 10, 5, 10, 2.5, NA, 7.5, 
    5, NA, NA, 7.5, NA, 10, NA, 10, 10, 7.5, 10, NA, 10, 10, 
    10, 7.5, 7.5, 10, NA, 5, 7.5, 10, 5, 7.5, NA, 5, 7.5, 10, 
    10, 7.5, 10, 10, 7.5, 7.5, 5, 7.5, 10, 5, NA, 10, 10, 7.5, 
    NA, 10, 10, 10, 10, 7.5, NA, NA, NA, 10, 7.5, 10, 7.5, 10, 
    10, 7.5, 2.5, NA, 10, 10, 10, 7.5, 7.5, 7.5, 7.5, 10, 7.5, 
    5, NA, NA, 10, 7.5, NA, NA, NA, 10, NA, NA, 7.5, NA, 7.5, 
    10, 10, 7.5, 7.5, 7.5, NA, 10, NA, 7.5, 7.5, 5, 7.5, 5, 10, 
    10, 7.5, 7.5, 10, 10, 5, 7.5, 10, NA, 5, 7.5, 5, 5, 10, 5, 
    7.5, 7.5, 2.5, 0, 7.5, 7.5, NA, 7.5, 5, 10, 10, 7.5, 10, 
    5, NA, NA, NA, 10, 10, 7.5, 7.5, NA, 7.5, 7.5, NA, 7.5, NA, 
    5, 5, 7.5, 7.5, 5, 10, 10, 7.5, 5, 2.5, NA, 10, 5, NA, 0, 
    0, 6.6666666670000003, NA, 10, 6.6666666670000003, 6.6666666670000003, 
    NA, 3.3333333330000001, 3.3333333330000001, NA, NA, 6.6666666670000003, 
    NA, 10, NA, 6.6666666670000003, NA, 6.6666666670000003, 10, 
    NA, 10, 6.6666666670000003, NA, 10, 6.6666666670000003, 10, 
    NA, 0, 3.3333333330000001, 6.6666666670000003, 0, 10, NA, 
    0, NA, 3.3333333330000001, NA, 10, 10, 10, 3.3333333330000001, 
    6.6666666670000003, 3.3333333330000001, NA, 10, 3.3333333330000001, 
    NA, 10, 6.6666666670000003, 3.3333333330000001, NA, NA, 10, 
    10, 10, 6.6666666670000003, NA, NA, NA, 3.3333333330000001, 
    6.6666666670000003, 10, 10, NA, 6.6666666670000003, 10, NA, 
    NA, 10, 10, 10, NA, 6.6666666670000003, 0, 3.3333333330000001, 
    10, 6.6666666670000003, 3.3333333330000001, NA, NA, 6.6666666670000003, 
    6.6666666670000003, NA, NA, NA, 10, NA, NA, 3.3333333330000001, 
    NA, 3.3333333330000001, 3.3333333330000001, 10, 6.6666666670000003, 
    10, 10, NA, 6.6666666670000003, NA, 6.6666666670000003, 6.6666666670000003, 
    NA, 6.6666666670000003, 6.6666666670000003, 10, 10, 3.3333333330000001, 
    10, 6.6666666670000003, 10, 3.3333333330000001, 6.6666666670000003, 
    6.6666666670000003, NA, 6.6666666670000003, 6.6666666670000003, 
    10, 6.6666666670000003, 10, 3.3333333330000001, 6.6666666670000003, 
    10, NA, 0, 6.6666666670000003, 3.3333333330000001, NA, NA, 
    3.3333333330000001, 6.6666666670000003, 6.6666666670000003, 
    10, 10, 6.6666666670000003, NA, NA, NA, 10, 10, 3.3333333330000001, 
    6.6666666670000003, NA, 6.6666666670000003, 10, NA, 3.3333333330000001, 
    NA, 6.6666666670000003, 6.6666666670000003, 6.6666666670000003, 
    6.6666666670000003, 6.6666666670000003, 10, 6.6666666670000003, 
    10, 3.3333333330000001, 3.3333333330000001, 3.3333333330000001, 
    3.3333333330000001, 6.6666666670000003, NA, 0, 0, 6.6666666670000003, 
    NA, 10, 6.6666666670000003, 6.6666666670000003, NA, 3.3333333330000001, 
    3.3333333330000001, NA, NA, 6.6666666670000003, NA, 10, NA, 
    6.6666666670000003, NA, 6.6666666670000003, 10, NA, 10, 6.6666666670000003, 
    NA, NA, 6.6666666670000003, 10, NA, 0, 3.3333333330000001, 
    6.6666666670000003, 0, 10, NA, 0, NA, 3.3333333330000001, 
    NA, 10, 10, 10, 3.3333333330000001, 6.6666666670000003, 3.3333333330000001, 
    NA, 10, 3.3333333330000001, NA, 10, 6.6666666670000003, 3.3333333330000001, 
    NA, NA, 10, 10, 10, 6.6666666670000003, NA, NA, NA, 3.3333333330000001, 
    6.6666666670000003, 10, 10, NA, 6.6666666670000003, 10, NA, 
    NA, 10, 10, 10, NA, 6.6666666670000003, 0, 3.3333333330000001, 
    10, 6.6666666670000003, 3.3333333330000001, NA, NA, 6.6666666670000003, 
    NA, NA, NA, NA, 10, NA, NA, 3.3333333330000001, NA, 3.3333333330000001, 
    3.3333333330000001, 10, 6.6666666670000003, 10, 10, NA, 6.6666666670000003, 
    NA, 6.6666666670000003, 6.6666666670000003, NA, 6.6666666670000003, 
    6.6666666670000003, 10, 10, 3.3333333330000001, 10, 6.6666666670000003, 
    10, 3.3333333330000001, 6.6666666670000003, 6.6666666670000003, 
    NA, 6.6666666670000003, 6.6666666670000003, 10, 6.6666666670000003, 
    10, NA, 6.6666666670000003, 10, NA, NA, 6.6666666670000003, 
    3.3333333330000001, NA, NA, 3.3333333330000001, 6.6666666670000003, 
    6.6666666670000003, 10, 10, 6.6666666670000003, NA, NA, NA, 
    10, 10, 3.3333333330000001, 6.6666666670000003, NA, 6.6666666670000003, 
    10, NA, 3.3333333330000001, NA, 6.6666666670000003, 6.6666666670000003, 
    6.6666666670000003, 6.6666666670000003, 6.6666666670000003, 
    10, 6.6666666670000003, 10, 3.3333333330000001, 3.3333333330000001, 
    NA, 3.3333333330000001, 6.6666666670000003, NA, 0, 0, 6.6666666670000003, 
    NA, 10, 6.6666666670000003, 6.6666666670000003, NA, 3.3333333330000001, 
    3.3333333330000001, NA, NA, 6.6666666670000003, NA, 10, NA, 
    6.6666666670000003, NA, 6.6666666670000003, 10, NA, 10, 6.6666666670000003, 
    NA, NA, 6.6666666670000003, 10, NA, 0, 3.3333333330000001, 
    6.6666666670000003, 0, 10, NA, 0, NA, 3.3333333330000001, 
    NA, 10, 10, 10, 3.3333333330000001, 6.6666666670000003, 3.3333333330000001, 
    NA, 10, 3.3333333330000001, NA, 10, 6.6666666670000003, 3.3333333330000001, 
    NA, NA, 10, 10, 10, 6.6666666670000003, NA, NA, NA, 3.3333333330000001, 
    6.6666666670000003, 10, 10, NA, 6.6666666670000003, 10, NA, 
    NA, 10, 10, 10, NA, 6.6666666670000003, 0, 3.3333333330000001, 
    10, 6.6666666670000003, 3.3333333330000001, NA, NA, 6.6666666670000003, 
    NA, NA, NA, NA, 10, NA, NA, 3.3333333330000001, NA, 3.3333333330000001, 
    3.3333333330000001, 10, 6.6666666670000003, 10, 10, NA, 6.6666666670000003, 
    NA, 6.6666666670000003, 6.6666666670000003, NA, 6.6666666670000003, 
    6.6666666670000003, 10, 10, 3.3333333330000001, 10, 6.6666666670000003, 
    10, 3.3333333330000001, 6.6666666670000003, 6.6666666670000003, 
    NA, 6.6666666670000003, 6.6666666670000003, 10, 6.6666666670000003, 
    10, NA, 6.6666666670000003, 10, NA, NA, 6.6666666670000003, 
    3.3333333330000001, NA, NA, 3.3333333330000001, 6.6666666670000003, 
    6.6666666670000003, 10, 10, 6.6666666670000003, NA, NA, NA, 
    10, 10, 3.3333333330000001, 6.6666666670000003, NA, 6.6666666670000003, 
    10, NA, 3.3333333330000001, NA, 6.6666666670000003, 6.6666666670000003, 
    6.6666666670000003, 6.6666666670000003, 6.6666666670000003, 
    10, 6.6666666670000003, 10, 3.3333333330000001, 3.3333333330000001, 
    NA, 3.3333333330000001, 6.6666666670000003), pf_association_sport = c(10, 
    5, 7.5, 7.5, 7.5, 10, 10, 2.5, NA, 10, 7.5, NA, 2.5, 10, 
    NA, 10, NA, 7.5, 10, NA, 7.5, 2.5, 10, 7.5, 2.5, 10, 7.5, 
    10, NA, 10, 7.5, 10, 2.5, 10, NA, 10, 10, 10, 10, 7.5, 10, 
    10, 10, 7.5, 5, 10, 10, 2.5, NA, 10, 10, 7.5, NA, 10, 10, 
    7.5, 10, 10, 10, NA, NA, 10, 10, 10, 7.5, 10, 5, 7.5, 5, 
    2.5, 5, 10, 10, 10, 5, 5, 5, 7.5, 10, 2.5, NA, 2.5, 10, 10, 
    NA, NA, 2.5, 10, 10, 10, 7.5, NA, 5, 7.5, 10, 5, 10, 7.5, 
    5, 10, NA, 7.5, 2.5, 7.5, 5, 2.5, 10, 10, 7.5, 5, 10, 10, 
    2.5, 10, 7.5, NA, 7.5, 10, 7.5, 7.5, 7.5, 10, 10, 7.5, 2.5, 
    5, 10, 10, NA, NA, 5, 10, 10, 10, 10, 7.5, 7.5, NA, NA, 10, 
    10, NA, 10, 2.5, 5, 10, NA, 10, NA, 10, 2.5, 10, 5, 2.5, 
    10, 10, 7.5, 5, 2.5, NA, NA, 2.5, 10, 5, 7.5, 7.5, 7.5, 10, 
    10, 2.5, NA, 10, 7.5, NA, NA, 10, NA, 10, NA, 7.5, 10, NA, 
    7.5, 2.5, 10, 7.5, 2.5, 10, 7.5, 10, NA, 10, 7.5, 10, 2.5, 
    10, NA, 10, 10, 10, 10, 7.5, 10, 10, 10, 7.5, 5, 10, 10, 
    2.5, NA, 10, 10, 7.5, NA, 10, 10, 7.5, 10, 10, 10, NA, NA, 
    10, 10, 10, 7.5, 10, 5, 7.5, 5, NA, 5, 10, 10, 10, 5, 5, 
    5, 7.5, 10, 2.5, NA, 2.5, 10, 10, NA, NA, 2.5, 10, 10, 10, 
    7.5, NA, 5, 7.5, 10, 5, 10, 7.5, 5, 10, NA, 7.5, 2.5, 7.5, 
    5, 2.5, 10, 10, 7.5, 5, 10, 10, 2.5, 10, 7.5, NA, 7.5, 10, 
    7.5, 7.5, 7.5, 10, 10, 7.5, 2.5, 5, 10, 10, NA, NA, 5, 10, 
    10, 10, 10, 7.5, NA, NA, NA, 10, 10, NA, 10, 2.5, 5, 10, 
    NA, 10, NA, 10, 2.5, 10, 5, 2.5, 10, 10, 7.5, 5, 2.5, NA, 
    NA, 2.5, 10, 5, 7.5, 7.5, 7.5, 10, 10, 2.5, NA, 10, 7.5, 
    NA, NA, 10, NA, 10, NA, 7.5, 10, NA, 7.5, 2.5, 10, 7.5, 2.5, 
    10, 7.5, 10, NA, 10, 7.5, 10, 2.5, 10, NA, 10, 10, 10, 10, 
    7.5, 10, 10, 10, 7.5, 5, 10, 10, 2.5, NA, 10, 10, 7.5, NA, 
    10, 10, 7.5, 10, 10, 10, NA, NA, 10, 10, 10, 7.5, 10, 5, 
    7.5, 5, NA, 5, 10, 10, 10, 5, 5, 5, 7.5, 10, 2.5, NA, 2.5, 
    10, 10, NA, NA, 2.5, 10, 10, 10, 7.5, NA, 5, 7.5, 10, 5, 
    10, 7.5, 5, 10, NA, 7.5, 2.5, 7.5, 5, 2.5, 10, 10, 7.5, 5, 
    10, 10, 2.5, 10, 7.5, NA, 7.5, 10, 7.5, 7.5, 7.5, 10, 10, 
    7.5, 2.5, 5, 10, 10, NA, NA, 5, 10, 10, 10, 10, 7.5, NA, 
    NA, NA, 10, 10, NA, 10, 2.5, 5, 10, NA, 10, NA, 10, 2.5, 
    10, 5, 2.5, 10, 10, 7.5, 5, 2.5, NA, NA, 2.5, 8.75, 3.75, 
    5, 10, 10, 7.5, 10, 2.5, NA, 7.5, 6.25, NA, NA, 8.75, NA, 
    10, NA, 10, 10, 6.25, 10, NA, 10, 10, 10, 7.5, 8.75, 10, 
    NA, 6.25, 6.25, 10, 5, 7.5, NA, 6.25, 8.75, 10, 10, 8.75, 
    10, 10, 8.75, 7.5, 6.25, 7.5, 10, 3.75, NA, 10, 10, 8.75, 
    NA, 10, 10, 8.75, 10, 7.5, 8.75, NA, NA, 6.25, 6.25, 10, 
    8.75, 10, 10, 8.75, 2.5, NA, 10, 10, 10, 7.5, 6.25, 6.25, 
    7.5, 10, 7.5, 3.75, NA, NA, 10, 8.75, NA, NA, 7.5, 10, NA, 
    NA, 8.75, NA, 6.25, 10, 10, 8.75, 8.75, 7.5, NA, 10, NA, 
    7.5, 8.75, 3.75, 7.5, 6.25, 10, 10, 6.25, 7.5, 10, 10, 5, 
    8.75, 10, NA, 5, 7.5, 6.25, 7.5, 10, 3.75, 8.75, 5, 3.75, 
    1.25, 8.75, 7.5, NA, 6.25, 5, 10, 10, 7.5, 8.75, 6.25, NA, 
    NA, NA, 10, 10, 8.75, 8.75, NA, 8.75, 7.5, NA, 7.5, NA, 6.25, 
    6.25, 8.75, 7.5, 3.75, 10, 10, 7.5, 7.5, 5, NA, 10, 3.75, 
    8.75, 3.75, 5, 10, 10, 7.5, 10, 2.5, NA, 7.5, 6.25, NA, NA, 
    8.75, NA, 10, NA, 10, 10, 6.25, 10, NA, 10, 10, 10, 7.5, 
    8.75, 10, NA, 6.25, 6.25, 10, 5, 7.5, NA, 6.25, 8.75, 10, 
    10, 8.75, 10, 10, 8.75, 7.5, 6.25, 7.5, 10, 3.75, NA, 10, 
    10, 8.75, NA, 10, 10, 8.75, 10, 7.5, NA, NA, NA, 6.25, 6.25, 
    10, 8.75, 10, 10, 8.75, 2.5, NA, 10, 10, 10, 7.5, 6.25, 6.25, 
    7.5, 10, 7.5, 3.75, NA, NA, 10, 8.75, NA, NA, NA, 10, NA, 
    NA, 8.75, NA, 6.25, 10, 10, 8.75, 8.75, 7.5, NA, 10, NA, 
    7.5, 8.75, 3.75, 7.5, 6.25, 10, 10, 6.25, 7.5, 10, 10, 5, 
    8.75, 10, NA, 5, 7.5, 6.25, 7.5, 10, 3.75, 8.75, 5, 3.75, 
    1.25, 8.75, 7.5, NA, 6.25, 5, 10, 10, 7.5, 8.75, 6.25, NA, 
    NA, NA, 10, 10, 8.75, 8.75, NA, 8.75, 7.5, NA, 7.5, NA, 6.25, 
    6.25, 8.75, 7.5, 3.75, 10, 10, 7.5, 7.5, 5, NA, 10, 3.75, 
    8.75, 3.75, 5, 10, 10, 7.5, 10, 2.5, NA, 7.5, 6.25, NA, NA, 
    8.75, NA, 10, NA, 10, 10, 6.25, 10, NA, 10, 10, 10, 7.5, 
    8.75, 10, NA, 6.25, 6.25, 10, 5, 7.5, NA, 6.25, 8.75, 10, 
    10, 8.75, 10, 10, 8.75, 7.5, 6.25, 7.5, 10, 3.75, NA, 10, 
    10, 8.75, NA, 10, 10, 8.75, 10, 7.5, NA, NA, NA, 6.25, 6.25, 
    10, 8.75, 10, 10, 8.75, 2.5, NA, 10, 10, 10, 7.5, 6.25, 6.25, 
    7.5, 10, 7.5, 3.75, NA, NA, 10, 8.75, NA, NA, NA, 10, NA, 
    NA, 8.75, NA, 6.25, 10, 10, 8.75, 8.75, 7.5, NA, 10, NA, 
    7.5, 8.75, 3.75, 7.5, 6.25, 10, 10, 6.25, 7.5, 10, 10, 5, 
    8.75, 10, NA, 5, 7.5, 6.25, 7.5, 10, 3.75, 8.75, 5, 3.75, 
    1.25, 8.75, 7.5, NA, 6.25, 5, 10, 10, 7.5, 8.75, 6.25, NA, 
    NA, NA, 10, 10, 8.75, 8.75, NA, 8.75, 7.5, NA, 7.5, NA, 6.25, 
    6.25, 8.75, 7.5, 3.75, 10, 10, 7.5, 7.5, 5, NA, 10, 3.75, 
    NA, 3.75, 1.25, 8.3333333330000006, NA, 10, 8.3333333330000006, 
    8.3333333330000006, NA, 5.4166666670000003, 4.1666666670000003, 
    NA, NA, 8.3333333330000006, NA, 8.75, NA, 8.3333333330000006, 
    NA, 7.0833333329999997, 8.75, NA, 10, 8.3333333330000006, 
    NA, 8.75, 8.3333333330000006, 10, NA, 5, 5.4166666670000003, 
    8.3333333330000006, 2.5, 10, NA, 3.75, NA, 5.4166666670000003, 
    NA, 10, 10, 10, 6.6666666670000003, 8.3333333330000006, 5.4166666670000003, 
    NA, 10, 5.4166666670000003, NA, 10, 8.3333333330000006, 6.6666666670000003, 
    NA, NA, 10, 10, 10, 8.3333333330000006, NA, NA, NA, 5.4166666670000003, 
    7.0833333329999997, 10, 10, NA, 8.3333333330000006, 10, NA, 
    NA, 10, 8.75, 10, NA, 5.8333333329999997, 2.5, 6.6666666670000003, 
    10, 8.3333333330000006, 4.1666666670000003, NA, NA, 8.3333333330000006, 
    7.0833333329999997, NA, NA, NA, 10, NA, NA, 6.6666666670000003, 
    NA, 4.1666666670000003, 6.6666666670000003, 10, 7.0833333329999997, 
    10, 8.75, NA, 5.8333333329999997, NA, 5.8333333329999997, 
    7.0833333329999997, NA, 7.0833333329999997, 7.0833333329999997, 
    10, 10, 5.4166666670000003, 10, 8.3333333330000006, 10, 4.1666666670000003, 
    8.3333333330000006, 8.3333333330000006, NA, 7.0833333329999997, 
    7.0833333329999997, 8.75, 8.3333333330000006, 10, 2.9166666669999999, 
    8.3333333330000006, 10, NA, 1.25, 7.0833333329999997, 5.4166666670000003, 
    NA, NA, 4.1666666670000003, 8.3333333330000006, 8.3333333330000006, 
    8.75, 10, 8.3333333330000006, NA, NA, NA, 10, 10, 4.1666666670000003, 
    8.3333333330000006, NA, 8.3333333330000006, 10, NA, 4.1666666670000003, 
    NA, 7.0833333329999997, 7.0833333329999997, 7.0833333329999997, 
    8.3333333330000006, 8.3333333330000006, 10, 8.3333333330000006, 
    10, 4.1666666670000003, 4.1666666670000003, 4.1666666670000003, 
    4.1666666670000003, 7.0833333329999997, NA, 3.75, 1.25, 8.3333333330000006, 
    NA, 10, 8.3333333330000006, 8.3333333330000006, NA, 5.4166666670000003, 
    4.1666666670000003, NA, NA, 8.3333333330000006, NA, 8.75, 
    NA, 8.3333333330000006, NA, 7.0833333329999997, 8.75, NA, 
    10, 8.3333333330000006, NA, NA, 8.3333333330000006, 10, NA, 
    5, 5.4166666670000003, 8.3333333330000006, 2.5, 10, NA, 3.75, 
    NA, 5.4166666670000003, NA, 10, 10, 10, 6.6666666670000003, 
    8.3333333330000006, 5.4166666670000003, NA, 10, 5.4166666670000003, 
    NA, 10, 8.3333333330000006, 6.6666666670000003, NA, NA, 10, 
    10, 10, 8.3333333330000006, NA, NA, NA, 5.4166666670000003, 
    7.0833333329999997, 10, 10, NA, 8.3333333330000006, 10, NA, 
    NA, 10, 8.75, 10, NA, 5.8333333329999997, 2.5, 6.6666666670000003, 
    10, 8.3333333330000006, 4.1666666670000003, NA, NA, 8.3333333330000006, 
    NA, NA, NA, NA, 10, NA, NA, 6.6666666670000003, NA, 4.1666666670000003, 
    6.6666666670000003, 10, 7.0833333329999997, 10, 8.75, NA, 
    5.8333333329999997, NA, 5.8333333329999997, 7.0833333329999997, 
    NA, 7.0833333329999997, 7.0833333329999997, 10, 10, 5.4166666670000003, 
    10, 8.3333333330000006, 10, 4.1666666670000003, 8.3333333330000006, 
    8.3333333330000006, NA, 7.0833333329999997, 7.0833333329999997, 
    8.75, 8.3333333330000006, 10, NA, 8.3333333330000006, 10, 
    NA, NA, 7.0833333329999997, 5.4166666670000003, NA, NA, 4.1666666670000003, 
    8.3333333330000006, 8.3333333330000006, 8.75, 10, 8.3333333330000006, 
    NA, NA, NA, 10, 10, 4.1666666670000003, 8.3333333330000006, 
    NA, 8.3333333330000006, 10, NA, 4.1666666670000003, NA, 7.0833333329999997, 
    7.0833333329999997, 7.0833333329999997, 8.3333333330000006, 
    8.3333333330000006, 10, 8.3333333330000006, 10, 4.1666666670000003, 
    4.1666666670000003, NA, 4.1666666670000003, 7.0833333329999997, 
    NA, 3.75, 1.25, 8.3333333330000006, NA, 10, 8.3333333330000006, 
    8.3333333330000006, NA, 5.4166666670000003, 4.1666666670000003, 
    NA, NA, 8.3333333330000006, NA, 8.75, NA, 8.3333333330000006, 
    NA, 7.0833333329999997, 8.75, NA, 10, 8.3333333330000006, 
    NA, NA, 8.3333333330000006, 10, NA, 5, 5.4166666670000003, 
    8.3333333330000006, 2.5, 10, NA, 3.75, NA, 5.4166666670000003, 
    NA, 10, 10, 10, 6.6666666670000003, 8.3333333330000006, 5.4166666670000003, 
    NA, 10, 5.4166666670000003, NA, 10, 8.3333333330000006, 6.6666666670000003, 
    NA, NA, 10, 10, 10, 8.3333333330000006, NA, NA, NA, 5.4166666670000003, 
    7.0833333329999997, 10, 10, NA, 8.3333333330000006, 10, NA, 
    NA, 10, 8.75, 10, NA, 5.8333333329999997, 2.5, 6.6666666670000003, 
    10, 8.3333333330000006, 4.1666666670000003, NA, NA, 8.3333333330000006, 
    NA, NA, NA, NA, 10, NA, NA, 6.6666666670000003, NA, 4.1666666670000003, 
    6.6666666670000003, 10, 7.0833333329999997, 10, 8.75, NA, 
    5.8333333329999997, NA, 5.8333333329999997, 7.0833333329999997, 
    NA, 7.0833333329999997, 7.0833333329999997, 10, 10, 5.4166666670000003, 
    10, 8.3333333330000006, 10, 4.1666666670000003, 8.3333333330000006, 
    8.3333333330000006, NA, 7.0833333329999997, 7.0833333329999997, 
    8.75, 8.3333333330000006, 10, NA, 8.3333333330000006, 10, 
    NA, NA, 7.0833333329999997, 5.4166666670000003, NA, NA, 4.1666666670000003, 
    8.3333333330000006, 8.3333333330000006, 8.75, 10, 8.3333333330000006, 
    NA, NA, NA, 10, 10, 4.1666666670000003, 8.3333333330000006, 
    NA, 8.3333333330000006, 10, NA, 4.1666666670000003, NA, 7.0833333329999997, 
    7.0833333329999997, 7.0833333329999997, 8.3333333330000006, 
    8.3333333330000006, 10, 8.3333333330000006, 10, 4.1666666670000003, 
    4.1666666670000003, NA, 4.1666666670000003, 7.0833333329999997
    ), pf_association = c(10, 5, 4, 7.5, 6.5, 10, 10, 3, NA, 
    5, 7, NA, 2.5, 10, NA, 9.5, NA, 6.5, 9.5, NA, 6.5, 1, 9.5, 
    7.5, 1.5, 7.5, 5.5, 10, NA, 8.5, 6.5, 10, 1.5, 10, NA, 8.5, 
    9.5, 9.5, 9, 8.5, 9.5, 9.5, 7.5, 6.5, 3.5, 8, 9.5, 1.5, NA, 
    10, 10, 4, NA, 8.5, 10, 7.5, 10, 7.5, 9, NA, NA, 10, 8.5, 
    8, 9, 10, 7, 7, 4, 4.5, 7.5, 10, 9.5, 9.5, 7.5, 5, 4, 7, 
    9.5, 4, NA, 0.5, 10, 9, NA, NA, 2.5, 10, 10, 8, 5.5, NA, 
    4, 7.5, 10, 5.5, 9, 8.5, 6, 8.5, NA, 5, 2.5, 7, 7, 5, 10, 
    10, 4, 5.5, 9, 10, 2.5, 9, 8.5, NA, 7.5, 9, 8, 9, 9.5, 2.5, 
    10, 5, 2, 2, 10, 8, NA, NA, 3.5, 10, 10, 10, 9.5, 5.5, 3.5, 
    NA, NA, 10, 10, NA, 10, 2, 5, 4.5, NA, 8, NA, 8, 4.5, 7, 
    5.5, 0.5, 10, 10, 7.5, 6.5, 1.5, NA, NA, 2.5, 10, 5, 4, 7.5, 
    6.5, 10, 10, 3, NA, 5, 7, NA, NA, 10, NA, 9.5, NA, 6.5, 9.5, 
    NA, 6.5, 1, 9.5, 7.5, 1.5, 7.5, 5.5, 10, NA, 8.5, 6.5, 10, 
    1.5, 10, NA, 8.5, 9.5, 9.5, 9, 8.5, 9.5, 9.5, 7.5, 6.5, 3.5, 
    8, 9.5, 1.5, NA, 10, 10, 4, NA, 8.5, 10, 7.5, 10, 7.5, 9, 
    NA, NA, 10, 8.5, 8, 9, 10, 7, 7, 4, NA, 7.5, 10, 9.5, 9.5, 
    7.5, 5, 4, 7, 9.5, 4, NA, 0.5, 10, 9, NA, NA, 2.5, 10, 10, 
    8, 5.5, NA, 4, 7.5, 10, 5.5, 9, 8.5, 6, 8.5, NA, 5, 2.5, 
    7, 7, 5, 10, 10, 4, 5.5, 9, 10, 2.5, 9, 8.5, NA, 7.5, 9, 
    8, 9, 9.5, 2.5, 10, 5, 2, 2, 10, 8, NA, NA, 3.5, 10, 10, 
    10, 9.5, 5.5, NA, NA, NA, 10, 10, NA, 10, 2, 5, 4.5, NA, 
    8, NA, 8, 4.5, 7, 5.5, 0.5, 10, 10, 7.5, 6.5, 1.5, NA, NA, 
    2.5, 10, 5, 4, 7.5, 6.5, 10, 10, 3, NA, 5, 7, NA, NA, 10, 
    NA, 9.5, NA, 6.5, 9.5, NA, 6.5, 1, 9.5, 7.5, 1.5, 7.5, 5.5, 
    10, NA, 8.5, 6.5, 10, 1.5, 10, NA, 8.5, 9.5, 9.5, 9, 8.5, 
    9.5, 9.5, 7.5, 6.5, 3.5, 8, 9.5, 1.5, NA, 10, 10, 4, NA, 
    8.5, 10, 7.5, 10, 7.5, 9, NA, NA, 10, 8.5, 8, 9, 10, 7, 7, 
    4, NA, 7.5, 10, 9.5, 9.5, 7.5, 5, 4, 7, 9.5, 4, NA, 0.5, 
    10, 9, NA, NA, 2.5, 10, 10, 8, 5.5, NA, 4, 7.5, 10, 5.5, 
    9, 8.5, 6, 8.5, NA, 5, 2.5, 7, 7, 5, 10, 10, 4, 5.5, 9, 10, 
    2.5, 9, 8.5, NA, 7.5, 9, 8, 9, 9.5, 2.5, 10, 5, 2, 2, 10, 
    8, NA, NA, 3.5, 10, 10, 10, 9.5, 5.5, NA, NA, NA, 10, 10, 
    NA, 10, 2, 5, 4.5, NA, 8, NA, 8, 4.5, 7, 5.5, 0.5, 10, 10, 
    7.5, 6.5, 1.5, NA, NA, 2.5, 9.5833333330000006, 3.75, 3.3333333330000001, 
    10, 7.5, 9.1666666669999994, 10, 3.3333333330000001, NA, 
    5, 6.25, NA, NA, 9.5833333330000006, NA, 10, NA, 10, 10, 
    7.0833333329999997, 10, NA, 10, 9.1666666669999994, 8.3333333330000006, 
    6.6666666670000003, 7.9166666670000003, 10, NA, 5.4166666670000003, 
    6.25, 9.1666666669999994, 2.5, 8.3333333330000006, NA, 6.25, 
    9.5833333330000006, 9.1666666669999994, 10, 9.5833333330000006, 
    10, 10, 7.0833333329999997, 9.1666666669999994, 6.25, 7.5, 
    9.1666666669999994, 3.75, NA, 10, 10, 7.9166666670000003, 
    NA, 9.1666666669999994, 10, 8.75, 10, 7.5, 7.9166666670000003, 
    NA, NA, 8.75, 7.0833333329999997, 10, 9.5833333330000006, 
    10, 10, 9.5833333330000006, 3.3333333330000001, NA, 10, 10, 
    10, 9.1666666669999994, 8.75, 7.9166666670000003, 4.1666666670000003, 
    8.3333333330000006, 9.1666666669999994, 7.0833333329999997, 
    NA, NA, 10, 9.5833333330000006, NA, NA, 7.5, 10, NA, NA, 
    7.9166666670000003, NA, 5.4166666670000003, 10, 10, 7.9166666670000003, 
    8.75, 9.1666666669999994, NA, 8.3333333330000006, NA, 7.5, 
    9.5833333330000006, 1.25, 7.5, 7.0833333329999997, 10, 10, 
    7.0833333329999997, 9.1666666669999994, 9.1666666669999994, 
    10, 3.3333333330000001, 7.9166666670000003, 10, NA, 6.6666666670000003, 
    7.5, 7.0833333329999997, 9.1666666669999994, 10, 3.75, 8.75, 
    4.1666666670000003, 4.5833333329999997, 0.41666666699999999, 
    9.5833333330000006, 8.3333333330000006, NA, 5.4166666670000003, 
    2.5, 10, 10, 9.1666666669999994, 9.5833333330000006, 7.0833333329999997, 
    NA, NA, NA, 10, 10, 6.25, 9.5833333330000006, NA, 6.25, 7.5, 
    NA, 5.8333333329999997, NA, 6.25, 7.0833333329999997, 6.25, 
    7.5, 1.25, 10, 10, 9.1666666669999994, 9.1666666669999994, 
    3.3333333330000001, NA, 8.3333333330000006, 4.5833333329999997, 
    9, 3.75, 3, 8.5, 7.75, 9.25, 10, 3, NA, 5.75, 6.25, NA, NA, 
    9.75, NA, 10, NA, 9.5, 8.75, 6.25, 9.5, NA, 9.5, 8.5, 8.5, 
    7, 7.75, 10, NA, 5.75, 6.5, 9.25, 1.75, 7.75, NA, 7, 9, 9.5, 
    9.5, 9.5, 9.25, 10, 7.5, 7.5, 5.75, 7.75, 9.5, 4, NA, 10, 
    10, 7.5, NA, 8.25, 10, 8.5, 10, 7.5, NA, NA, NA, 9.25, 6.75, 
    9.75, 9.25, 10, 9.75, 9, 3, NA, 9.75, 9.75, 10, 8.5, 8.25, 
    6, 3, 9, 8.5, 5.25, NA, NA, 10, 9, NA, NA, NA, 10, NA, NA, 
    8.5, NA, 5, 9.75, 10, 8.5, 8.75, 7.75, NA, 8, NA, 7.5, 9, 
    3, 7.5, 6.25, 10, 8.5, 5.5, 8.25, 9, 10, 3.25, 8.25, 10, 
    NA, 6, 7.25, 6.25, 9.5, 10, 2.25, 8, 4.5, 3.25, 0.25, 9.25, 
    7.5, NA, 5.25, 3, 10, 10, 8, 9.25, 7.25, NA, NA, NA, 10, 
    10, 5, 9.25, NA, 5.5, 7.75, NA, 5.75, NA, 6.75, 7, 6, 7, 
    0.75, 10, 10, 8.75, 8.75, 3.25, NA, 7.75, 3.75, 9, 3.75, 
    3, 8.5, 7.75, 9.25, 10, 3, NA, 5.75, 6.25, NA, NA, 9.75, 
    NA, 10, NA, 9.5, 8.75, 6.25, 9.5, NA, 9.5, 8.5, 8.5, 7, 7.75, 
    10, NA, 5.75, 6.5, 9.25, 1.75, 7.75, NA, 7, 9, 9.5, 9.5, 
    9.5, 9.25, 10, 7.5, 7.5, 5.75, 7.75, 9.5, 4, NA, 10, 10, 
    7.5, NA, 8.25, 10, 8.5, 10, 7.5, NA, NA, NA, 9.25, 6.75, 
    9.75, 9.25, 10, 9.75, 9, 3, NA, 9.75, 9.75, 10, 8.5, 8.25, 
    6, 3, 9, 8.5, 5.25, NA, NA, 10, 9, NA, NA, NA, 10, NA, NA, 
    8.5, NA, 5, 9.75, 10, 8.5, 8.75, 7.75, NA, 8, NA, 7.5, 9, 
    3, 7.5, 6.25, 10, 8.5, 5.5, 8.25, 9, 10, 3.25, 8.25, 10, 
    NA, 6, 7.25, 6.25, 9.5, 10, 2.25, 8, 4.5, 3.25, 0.25, 9.25, 
    7.5, NA, 5.25, 3, 10, 10, 8, 9.25, 7.25, NA, NA, NA, 10, 
    10, 5, 9.25, NA, 5.5, 7.75, NA, 5.75, NA, 6.75, 7, 6, 7, 
    0.75, 10, 10, 8.75, 8.75, 3.25, NA, 7.75, 3.75, NA, 4.4166666670000003, 
    2, 9.0833333330000006, NA, 10, 8.6666666669999994, 4.5, NA, 
    5.3333333329999997, 6.0833333329999997, NA, NA, 9.6666666669999994, 
    NA, 8.0833333330000006, NA, 7.5, NA, 6.6666666670000003, 
    8.3333333330000006, NA, 9.4166666669999994, 7.6666666670000003, 
    NA, 7.9166666670000003, 7.8333333329999997, 10, NA, 6.8333333329999997, 
    6.4166666670000003, 8.8333333330000006, 1.25, 8.0833333330000006, 
    NA, 5.6666666670000003, NA, 5.3333333329999997, NA, 9, 10, 
    10, 7, 7.0833333329999997, 3.8333333330000001, NA, 10, 2.3333333330000001, 
    NA, 10, 9.6666666669999994, 6.0833333329999997, NA, NA, 10, 
    8.8333333330000006, 10, 8.5, NA, NA, NA, 6.75, 6.9166666670000003, 
    9.4166666669999994, 10, NA, 8.8333333330000006, 7.8333333329999997, 
    NA, NA, 10, 9.5, 10, NA, 7.5, 2.5833333330000001, 5.0833333329999997, 
    8.3333333330000006, 9.3333333330000006, 4.5, NA, NA, 9.1666666669999994, 
    8.25, NA, NA, NA, 9.25, NA, NA, 6, NA, 5.1666666670000003, 
    7.75, 10, 6.6666666670000003, 8.5833333330000006, 7.25, NA, 
    5.1666666670000003, NA, 5.6666666670000003, 7.5, NA, 7.25, 
    7.75, 10, 10, 6.9166666670000003, 8.0833333330000006, 7.25, 
    10, 1.5833333329999999, 7.25, 9, NA, 6.6666666670000003, 
    7.5, 7.5833333329999997, 8.3333333330000006, 10, 1.0833333329999999, 
    9.1666666669999994, 5.75, NA, 0.25, 7.75, 7.5833333329999997, 
    NA, NA, 4.25, 9.3333333330000006, 8.75, 8.9166666669999994, 
    10, 7.75, NA, NA, NA, 10, 10, 1.6666666670000001, 8.3333333330000006, 
    NA, 7.25, 8.3333333330000006, NA, 6.0833333329999997, NA, 
    4.1666666670000003, 5.9166666670000003, 6.0833333329999997, 
    7.0833333329999997, 4, 10, 8.8333333330000006, 10, 5.5833333329999997, 
    2.75, 5.5833333329999997, 4.25, 4.4166666670000003, NA, 4.4166666670000003, 
    2, 9.0833333330000006, NA, 10, 8.6666666669999994, 4.5, NA, 
    5.3333333329999997, 6.0833333329999997, NA, NA, 9.6666666669999994, 
    NA, 8.0833333330000006, NA, 7.5, NA, 6.6666666670000003, 
    8.3333333330000006, NA, 9.4166666669999994, 7.6666666670000003, 
    NA, NA, 7.8333333329999997, 10, NA, 6.8333333329999997, 6.4166666670000003, 
    8.8333333330000006, 1.25, 8.0833333330000006, NA, 5.6666666670000003, 
    NA, 5.3333333329999997, NA, 9, 10, 10, 7, 7.0833333329999997, 
    3.8333333330000001, NA, 10, 2.3333333330000001, NA, 10, 9.6666666669999994, 
    6.0833333329999997, NA, NA, 10, 8.8333333330000006, 10, 8.5, 
    NA, NA, NA, 6.75, 6.9166666670000003, 9.4166666669999994, 
    10, NA, 8.8333333330000006, 7.8333333329999997, NA, NA, 10, 
    9.5, 10, NA, 7.5, 2.5833333330000001, 5.0833333329999997, 
    8.3333333330000006, 9.3333333330000006, 4.5, NA, NA, 9.1666666669999994, 
    NA, NA, NA, NA, 9.25, NA, NA, 6, NA, 5.1666666670000003, 
    7.75, 10, 6.6666666670000003, 8.5833333330000006, 7.25, NA, 
    5.1666666670000003, NA, 5.6666666670000003, 7.5, NA, 7.25, 
    7.75, 10, 10, 6.9166666670000003, 8.0833333330000006, 7.25, 
    10, 1.5833333329999999, 7.25, 9, NA, 6.6666666670000003, 
    7.5, 7.5833333329999997, 8.3333333330000006, 10, NA, 9.1666666669999994, 
    5.75, NA, NA, 7.75, 7.5833333329999997, NA, NA, 4.25, 9.3333333330000006, 
    8.75, 8.9166666669999994, 10, 7.75, NA, NA, NA, 10, 10, 1.6666666670000001, 
    8.3333333330000006, NA, 7.25, 8.3333333330000006, NA, 6.0833333329999997, 
    NA, 4.1666666670000003, 5.9166666670000003, 6.0833333329999997, 
    7.0833333329999997, 4, 10, 8.8333333330000006, 10, 5.5833333329999997, 
    2.75, NA, 4.25, 4.4166666670000003, NA, 4.4166666670000003, 
    2, 9.0833333330000006, NA, 10, 8.6666666669999994, 4.5, NA, 
    5.3333333329999997, 6.0833333329999997, NA, NA, 9.6666666669999994, 
    NA, 8.0833333330000006, NA, 7.5, NA, 6.6666666670000003, 
    8.3333333330000006, NA, 9.4166666669999994, 7.6666666670000003, 
    NA, NA, 7.8333333329999997, 10, NA, 6.8333333329999997, 6.4166666670000003, 
    8.8333333330000006, 1.25, 8.0833333330000006, NA, 5.6666666670000003, 
    NA, 5.3333333329999997, NA, 9, 10, 10, 7, 7.0833333329999997, 
    3.8333333330000001, NA, 10, 2.3333333330000001, NA, 10, 9.6666666669999994, 
    6.0833333329999997, NA, NA, 10, 8.8333333330000006, 10, 8.5, 
    NA, NA, NA, 6.75, 6.9166666670000003, 9.4166666669999994, 
    10, NA, 8.8333333330000006, 7.8333333329999997, NA, NA, 10, 
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    8.3333333330000006, 9.3333333330000006, 4.5, NA, NA, 9.1666666669999994, 
    NA, NA, NA, NA, 9.25, NA, NA, 6, NA, 5.1666666670000003, 
    7.75, 10, 6.6666666670000003, 8.5833333330000006, 7.25, NA, 
    5.1666666670000003, NA, 5.6666666670000003, 7.5, NA, 7.25, 
    7.75, 10, 10, 6.9166666670000003, 8.0833333330000006, 7.25, 
    10, 1.5833333329999999, 7.25, 9, NA, 6.6666666670000003, 
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    5.75, NA, NA, 7.75, 7.5833333329999997, NA, NA, 4.25, 9.3333333330000006, 
    8.75, 8.9166666669999994, 10, 7.75, NA, NA, NA, 10, 10, 1.6666666670000001, 
    8.3333333330000006, NA, 7.25, 8.3333333330000006, NA, 6.0833333329999997, 
    NA, 4.1666666670000003, 5.9166666670000003, 6.0833333329999997, 
    7.0833333329999997, 4, 10, 8.8333333330000006, 10, 5.5833333329999997, 
    2.75, NA, 4.25, 4.4166666670000003), pf_expression_killed = c(10, 
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    10, 10, 10, 10, 8.5552811900000005, 10, 10, 10, 10, 10, 10, 
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    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2.943413713, 10, 
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    10, 10, 10, 8.447232906, 10, 10, 10, 6.8527567600000001, 
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    10, 10, 9.6905246510000005, 10, 10, 10, 0, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 0, 10, 10, 6.2779360899999999, 10, NA, 
    10, 10, 10, 10, 10, 10, 10, 6.1157903859999996, 10, 10, 10, 
    0.195376728, 10, 10, 10, 10, 10, 10, 10, 10, 3.7796370490000002, 
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    10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 9.6944358249999993, 
    10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 7.882982223, 10, 
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    10, 10, 10, 6.0283085959999996, 10, 10, 10, 10, 10, 10, 10, 
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    10, 10, 3.1181178040000002, 7.3674797190000003, 10, 10, 10, 
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    0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8.1180046109999999, 
    10, NA, 10, 10, 10, 10, 10, 10, 10, 8.5309465870000007, 10, 
    10, 10, 10, 0, 10, 10, 10, 0, 10, 10, 10, 7.9075957020000001, 
    7.2871372599999997, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8.9108244729999999, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 
    10, 10, 0, 10, 10, 10, 9.8454236860000002, 10, 10, NA, 10, 
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    0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7.5849610700000003, 
    10, 10, 10, 10, 10, 8.0741150630000007, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 6.227355856, 10, 10, 0, 6.7714184260000003, 
    6.0040857819999998, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 8.1664688929999993, 10, 10, NA, 10, 10, 10, 
    10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 8.7018150750000007, 
    10, 0, 10, 10, 10, 10, 10, 10, 2.379886146, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 9.3653666300000005, 10, NA, 
    10, 10, 10, 10, 10, 10, 10, 8.0237996959999993, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 5.7755089399999999, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 2.2055449459999998, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 
    10, 0, 10, 10, 10, 9.5307228720000001, 10, 10, NA, 10, 10, 
    10, 10, 10, 10, 10, 7.7691940830000004, 10, 10, 10, NA, 10, 
    10, 10, NA, 0, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 7.5517392770000002, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9.4180270870000005, 
    10, 10, 5.5974433140000004, 10, 10, 10, 6.7283606249999997, 
    0.86118431399999995, 10, 10, 10, 10, 8.6063388960000005, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 
    10, 10, 0, 10, 10, 8.0251436730000005, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 0, 8.0735524479999992, 10, NA, 10, 
    10, 10, NA, 10, 10, 10, 7.5069926740000001, 10, 10, 10, 10, 
    3.232665167, 10, 10, 10, 10, 10, 10, 10, 5.7339226209999996, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 3.514775223, 8.8612197810000009, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 
    10, 10, 0, 10, 10, 10, 9.6833102570000005, 9.5982051530000003, 
    8.6920166739999996, NA, 10, 0, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, NA, 10, 0, 10, NA, NA, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 5.0342761979999997, 10, 10, 10, 10, 10, 10, 10, 
    6.3833536620000002, 10, 10, 10, 10, 8.8045233300000003, 10, 
    10, 4.9413060250000003, 10, 10, 10, 10, 4.8382643429999996, 
    10, 10, 10, 10, 9.3016841509999999, 10, 10, 10, 10, NA, 10, 
    10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 0, 10, 10, 7.962634596, 
    8.5260298490000004, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 
    0, 10, 10, NA, 10, 10, 10, NA, 0.077734007999999993, 10, 
    10, 6.9801701060000001, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 9.925602434, 7.8451362329999998, 8.5010551900000006, 
    10, 10, 0.42847459900000001, 10, 10, 10, 10, 0.027021784, 
    10, 7.6716451819999998, 0, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 3.3105530910000001, NA, 10, 10, 10, 0, 10, 10, 
    10, 9.8396454280000007, 10, 10, NA, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, NA, 10, 10, 10, NA, NA, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 3.2823924280000001, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 9.3860400590000008, 10, 10, 
    3.6848486290000002, 0, 10, 0, 0, 4.7521955240000002, 10, 
    10, 10, 10, 9.3005078839999999, 10, 10, 10, 10, NA, 0, 10, 
    10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 0.41410721299999997, 
    10, 10, 10, 8.5191795129999992, 10, 10, 10, 0.707586614, 
    10, 7.1504814769999996, 10, 10, 10, 10, 10, 6.6059460229999996, 
    8.8818900670000005, 0, 10, 10, 10, 10, 1.4417014480000001, 
    7.5742220729999996, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 
    10, 10, NA, 10, 10, 10, 9.4918602849999996, 10, 0, 10, 10, 
    10, 4.9926128519999997, 10, 10, 10, 10, 10, 9.925245103, 
    5.6444188009999996, 8.450171375, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    1.008278588, 10, NA, 10, 10, 10, 0, 10, 10, 10, 9.7562918720000003, 
    8.7630096490000007, 10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, NA, 10, 0, 10, NA, NA, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 1.4762271849999999, 10, 10, 10, 10, 10, 10, 
    10, 0, 10, 10, 10, 10, 8.1081896209999993, 10, 10, 3.5506635420000001, 
    10, 10, 10, 10, 6.7992018999999999, 10, 10, 10, 10, 10, 0.240895683, 
    10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 
    10, 10, 10, 10, 10, 7.0241995660000001, 10, 10, 10, 10, 8.6173888190000003, 
    4.1029274449999997, 10, 10, 10, 10, 10, 10, 10, 5.7639286580000002, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, NA, 
    10, 10, 10, NA, 10, 10, 10, 9.4869058259999992, NA, 10, 10, 
    10, NA, 10, 10, NA, 10, 10, 10, 10, 3.3944247760000001, 8.3976781720000009, 
    0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 
    10, 10, NA, 10, 10, 10, 10, 0, NA, 10, 10, 10, 0, 10, 10, 
    10, 9.9176460019999997, 9.5821851749999993, 8.6429189239999999, 
    NA, 10, 0, 10, 10, 10, 10, 3.7860027349999998, 7.5147378529999997, 
    10, 10, 10, NA, 10, NA, 10, NA, NA, 10, 10, 10, 5.1383435390000001, 
    10, 10, 10, 10, 10, 10, 3.0739065769999998, 10, 10, 10, 10, 
    10, 10, 10, 6.2604384719999997, 10, 10, 10, 10, 9.3523407550000002, 
    10, 10, 5.211002626, 10, 10, 10, 10, 0, 10, 10, NA, 10, 6.4982399940000004, 
    10, NA, 10, 10, NA, 10, 10, 10, 10, 10, 10, 0, NA, NA, NA, 
    10, 10, 10, 10, NA, 10, 10, NA, 10, 10, 10, 8.5982458309999998, 
    10, 10, 10, 10, 10, 10, 6.5019459849999999, 10, NA, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 
    10, NA, 0, 10, 10, 10, NA, 0, 10, 10, NA, 10, 10, NA, 10, 
    10, 10, 10, 10, 8.3436471109999992, 10, 10, 10, 0, 10, 10, 
    10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 0, 10, 10, 
    10, 0, NA, 10, 10, 10, 10, 10, 10, 10, 9.5823403149999997, 
    10, 10, NA, 10, 0, 10, 10, 10, 10, 10, 7.4456182340000003, 
    10, 10, 10, NA, 10, NA, 10, NA, NA, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 4.7211820290000004, 10, 10, 10, 10, 10, 10, 
    10, 6.2229742950000002, 10, 10, 10, 10, 8.6697474430000003, 
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    10, 10, 10, 10, 10, 0, NA, NA, NA, 10, 10, 10, 10, NA, 10, 
    5.4918239719999997, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 6.4465545280000001, 10, NA, 10, 10), pf_expression_jailed = c(10, 
    10, 10, 10, 10, 10, 10, 4.8759004580000003, 10, 0, 9.8772641389999993, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
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    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9.9924481069999995, 
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    10, 10, 10, 10, 10, 10, 10, 10, 9.8614405709999993, 10, 8.1410155579999994, 
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    10, 10, 10, 10, 10, 10, 10, 10, 1.709278385, 10, 0, 9.6898280079999992, 
    10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    9.5620665939999991, 10, 10, 10, 10, 10, 9.6426539869999992, 
    10, 9.8687605810000001, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
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    0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9.9694435820000002, 
    10, 7.6058614660000003, NA, 10, 8.8066968170000006, 10, 10, 
    10, 10, 10, 10, 10, 7.459216616, 8.3212744880000002, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7.6089945800000001, 
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    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 9.9306022400000007, 10, 7.7818018010000003, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 
    6.2636750159999997, 10, 10, 10, 9.7086994010000005, 10, 10, 
    10, 10, 8.2113534290000008, 10, 10, 8.9076174239999997, 10, 
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    10, 10, 10, 10, 10, 0.56116892200000001, 10, 0, 9.8118004610000007, 
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    9.1007155429999997, 10, 10, 10, 10, 10, 9.6774831960000007, 
    10, 9.8643568629999994, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
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    10, 4.7858333179999999, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 9.9922711839999998, 10, 6.174010687, NA, 
    10, 5.1312730499999999, 10, 10, 10, 10, 10, 10, 10, 7.3562109209999997, 
    8.2863507839999997, 10, 10, 10, 10, 10, 10, 10, 10, 5.1865106780000003, 
    10, 10, 10, 10, 10, 7.5393216399999998, 10, 9.9194987020000003, 
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    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 9.93046848, 10, 8.7003164270000006, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, NA, 10, 2.2785706399999999, 10, 
    10, 0, 10, 10, 10, 9.6171140009999991, 10, 10, 10, 10, 3.7185411080000002, 
    10, 10, 10, 10, 10, 10, 10, 4.7947806479999997, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 1.504545971, 10, 0, 9.936536663, 
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    10, 10, 10, 10, 10, 10, 9.7642517200000007, 10, 9.8597790770000007, 
    7.8953540569999996, 10, 10, 10, 10, 10, 10, 10, 10, 9.44325321, 
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    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9.9921787149999997, 
    10, 5.4801024810000003, NA, 10, 6.2776847199999999, 9.8339806650000003, 
    10, 10, 7.6228578379999998, 10, 10, 10, 7.2209755209999997, 
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    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9.7043586610000006, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9.9449680409999992, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 9.8606338900000008, 9.0962617679999997, 
    9.3320971789999998, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    NA, 10, 10, 10, 10, 3.9421906280000001, 10, 10, 10, 9.853249924, 
    10, 10, 10, 10, 4.7220731459999996, 10, 10, 10, 10, 9.9683749370000001, 
    10, 10, 8.0327379719999996, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 0.31819155900000001, 10, 2.3089761169999998, 10, 
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    10, 10, 10, 10, 10, 10, 10, 10, 10, 9.3509597029999991, 10, 
    10, 10, 10, 4.4509953529999997, 10, 10, 10, 10, 10, NA, 10, 
    10, 10, 10, 10, 10, 10, 9.9762482689999992, 10, 4.1140750329999998, 
    NA, 10, 6.2075722139999998, 9.8320448850000002, 10, 10, 10, 
    10, 10, 10, 10, 8.216578685, NA, 10, 10, 10, NA, NA, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9.4000082020000004, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 7.2193522330000004, 8.6247848089999994, 
    10, 10, NA, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 
    2.654512693, 10, 10, 10, 9.8526029850000008, 10, 10, 10, 
    10, 3.4289811729999999, 10, 10, 10, 10, 10, 10, 10, 8.4522157149999995, 
    9.5985542979999998, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8.9098538529999995, 
    10, 2.1769205070000002, 10, 10, NA, 10, 10, 10, NA, 10, 10, 
    10, 10, 10, 10, 10, 8.8942344050000006, 10, 10, 10, 10, 10, 
    10, 10, 9.7991265730000006, 10, 10, 10, 10, 8.0856949199999999, 
    10, 10, 10, 10, 10, 10, 9.7671645179999995, 10, 10, 9.2226260769999993, 
    10, 10, 10, 10, 4.2738136339999997, 10, 10, 10, 10, 10, NA, 
    10, 10, 10, 10, 10, 10, 10, 9.9839645430000008, 10, 4.4364657770000004, 
    NA, 10, 4.8492106420000001, 10, 10, 10, 10, 9.3960112579999997, 
    10, 10, 10, 8.1866318499999995, NA, 10, 10, 10, NA, NA, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9.3913354719999997, 
    10, 7.6262550899999999, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8.0981490140000005, 
    10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 
    10, 6.1656428849999996, 10, 10, 10, 9.8519179510000008, 10, 
    10, 10, 10, 8.9102221230000005, 10, 10, 10, 10, 10, 10, 10, 
    8.9937010609999994, 9.1753327509999991, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 8.8955562930000003, 10, 0, 9.9342749979999994, 
    10, NA, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 8.8593498519999994, 
    10, 10, 10, 10, 10, 10, 10, 9.7458333489999998, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 9.8811046890000007, 10, 10, 
    9.5439135430000004, 10, 10, 10, 10, 4.0903549269999999, 10, 
    10, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 9.9587669880000007, 
    5.4403734889999997, NA, 10, 10, 10, 10, 10, 10, 9.3873142559999998, 
    10, 10, 6.6645353050000002, 6.3288606620000003, NA, 10, 10, 
    10, NA, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7.1926239000000001, 
    10, 10, 10, 10, 7.408081395, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9.9299962300000004, 
    10, 9.6353781759999997, 10, 10, NA, 10, 10, 10, 10, 10, 10, 
    10, NA, 10, 10, 10, 10, 9.0484724320000005, 10, 10, 10, 10, 
    10, 10, 10, 9.0601442809999995, 9.4469555280000002, 10, 10, 
    10, 10, 10, 10, 10, 9.4348527139999998, 9.5763928660000008, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 3.2940236449999998, 10, 
    10, 10, 10, NA, 10, 10, 10, NA, 10, 10, 10, 10, NA, 10, 10, 
    10, NA, 9.4853992589999994, 10, NA, 10, 10, 10, 9.8197196640000008, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9.6362093980000001, 
    10, 10, 9.5317050489999993, 10, 10, 10, 10, NA, 10, 10, 10, 
    10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 9.9917645999999998, 
    10, 6.8787135250000002, NA, 10, 10, 10, 10, 10, 10, 9.3786002740000001, 
    10, 10, 10, 10, NA, 10, NA, 10, NA, NA, 10, 10, 10, 10, 10, 
    10, 10, 10, 7.1479809989999996, 10, 10, 10, 10, 10, 9.687401307, 
    10, 8.1927961239999991, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 9.9299648000000005, 
    10, NA, 10, 10, NA, 10, 10, 10, 10, 10, 10, 9.5018701290000003, 
    NA, NA, NA, 10, 10, 9.5198054560000003, 10, NA, 10, 10, NA, 
    10, 10, 8.0991906920000005, 9.859824583, 10, 10, 10, 10, 
    10, 10, 9.6501945980000006, 9.8857996509999992, NA, 10, 10, 
    10, 10, 10, 10, 6.5614705899999999, 10, 10, 4.2944519249999997, 
    10, 10, 9.9327983250000003, 10, NA, 10, 10, 10, NA, 10, 10, 
    10, 10, NA, 10, 10, 8.7823089949999993, NA, 8.9421911709999993, 
    10, NA, 10, 10, 10, 9.7886242079999999, 10, 9.6687294220000002, 
    10, 10, 9.4871265170000001, 10, 10, 10, 10, 10, 9.3078416970000006, 
    9.8764728769999994, 10, 10, 9.7595717260000008, 10, 10, 10, 
    10, NA, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 9.3136161990000002, NA, 10, 4.5271453590000004, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, NA, 10, NA, 10, NA, NA, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    7.1705597880000003, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 9.3017242519999996, 9.8898094259999993, 10, 10, 
    NA, 10, 9.8598874129999992, 10, NA, 9.1805936389999996, 10, 
    NA, 10, 7.9336264280000002, 10, 10, 10, 10, 8.4959263669999991, 
    NA, NA, NA, 10, 10, 10, 10, NA, 10, 10, NA, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 9.7693402470000006, NA, 10, 10
    ), pf_expression_influence = c(5, 2.6666666669999999, 2.6666666669999999, 
    5.6666666670000003, 3.3333333330000001, 8, 7.3333333329999997, 
    0.33333333300000001, 8.3333333330000006, 0.66666666699999999, 
    3.6666666669999999, 9, 0.66666666699999999, 9, 7.3333333329999997, 
    5.6666666670000003, 4, 4.6666666670000003, 6.3333333329999997, 
    6, 5.3333333329999997, 0.66666666699999999, 6, 4.6666666670000003, 
    1.6666666670000001, 2, 2.6666666669999999, 8.3333333330000006, 
    8, 3, 2.6666666669999999, 7.3333333329999997, 0, 5.6666666670000003, 
    4.3333333329999997, 1.6666666670000001, 8.6666666669999994, 
    5.3333333329999997, 7, 8.6666666669999994, 8.6666666669999994, 
    9.3333333330000006, 7.3333333329999997, 2.3333333330000001, 
    1.3333333329999999, 6.6666666670000003, 8.3333333330000006, 
    0.33333333300000001, 4.6666666670000003, 8.6666666669999994, 
    8, 2, 0.33333333300000001, 5.6666666670000003, 8, 7, 5.6666666670000003, 
    4, 3.3333333330000001, 4.3333333329999997, 6.3333333329999997, 
    4.3333333329999997, 4, 5.6666666670000003, 6, 8.6666666669999994, 
    6.3333333329999997, 4.6666666670000003, 0, 2.3333333330000001, 
    8, 7.3333333329999997, 6, 9, 8.3333333330000006, 2.6666666669999999, 
    0.66666666699999999, 4.3333333329999997, 6.3333333329999997, 
    3, 3.3333333330000001, 1.3333333329999999, 7.6666666670000003, 
    3.3333333330000001, 5.6666666670000003, 4.3333333329999997, 
    2.6666666669999999, 8, 9, 3.6666666669999999, 3.6666666669999999, 
    5, 1.3333333329999999, 7.3333333329999997, 8.3333333330000006, 
    4.3333333329999997, 8, 3.6666666669999999, 4.3333333329999997, 
    5.6666666670000003, 5.6666666670000003, 2.3333333330000001, 
    6, 2.3333333330000001, 7, 4.6666666670000003, 9.3333333330000006, 
    8.6666666669999994, 5.3333333329999997, 4.6666666670000003, 
    5.3333333329999997, 9.3333333330000006, 1.6666666670000001, 
    3.6666666669999999, 4.3333333329999997, 7.6666666670000003, 
    4.6666666670000003, 5.3333333329999997, 5.3333333329999997, 
    6.3333333329999997, 8.6666666669999994, 3, 7, 1.6666666670000001, 
    2.3333333330000001, 0.33333333300000001, 4, 5, 4.6666666670000003, 
    4, 2, 7.3333333329999997, 8, 7.3333333329999997, 8, 4.3333333329999997, 
    1.3333333329999999, 7.3333333329999997, 1.3333333329999999, 
    9.3333333330000006, 8.6666666669999994, 0.33333333300000001, 
    7, 0.66666666699999999, 3, 1, 6.3333333329999997, 4, 7.6666666670000003, 
    4, 1, 4, 5.6666666670000003, 1.6666666670000001, 7, 8, 8, 
    1.3333333329999999, 0, 1.3333333329999999, 3.6666666669999999, 
    2, 5, 2.6666666669999999, 3.3333333330000001, 5.3333333329999997, 
    3.3333333330000001, 8, 7.3333333329999997, 0.33333333300000001, 
    8.3333333330000006, 0.66666666699999999, 4, 9, NA, 9.3333333330000006, 
    7.3333333329999997, 5.6666666670000003, 4, 5, 6.6666666670000003, 
    6, 5.6666666670000003, 0.66666666699999999, 6, 4.6666666670000003, 
    1.6666666670000001, 2.3333333330000001, 2.6666666669999999, 
    8.3333333330000006, 8, 3, 2.6666666669999999, 7.3333333329999997, 
    0, 5.6666666670000003, 2, 4.3333333329999997, 8.6666666669999994, 
    5.3333333329999997, 7, 8.3333333330000006, 8.6666666669999994, 
    9.3333333330000006, 7.3333333329999997, 2.3333333330000001, 
    1.6666666670000001, 7, 8.3333333330000006, 0.66666666699999999, 
    4.6666666670000003, 8.6666666669999994, 8, 2, 0.33333333300000001, 
    5.6666666670000003, 8, 7.3333333329999997, 5, 4, 3.6666666669999999, 
    4, 6.3333333329999997, 4.6666666670000003, 4, 5.6666666670000003, 
    6, 8.6666666669999994, 6.3333333329999997, 4.6666666670000003, 
    0, NA, 8.3333333330000006, 7.6666666670000003, 6, 9, 8.3333333330000006, 
    2.6666666669999999, 0.66666666699999999, 4.3333333329999997, 
    6.6666666670000003, 3.3333333330000001, 3.3333333330000001, 
    1.3333333329999999, 7.6666666670000003, 3.3333333330000001, 
    5.6666666670000003, 4.6666666670000003, 2.6666666669999999, 
    8, 9, 3.6666666669999999, 3.6666666669999999, 5, 1.3333333329999999, 
    7.3333333329999997, 8.3333333330000006, 4.6666666670000003, 
    8, 3.6666666669999999, 4.3333333329999997, 5.6666666670000003, 
    6.3333333329999997, 2.3333333330000001, 6, 2.3333333330000001, 
    7, 4.6666666670000003, 9.3333333330000006, 8.3333333330000006, 
    5.3333333329999997, 4.6666666670000003, 5.3333333329999997, 
    9.3333333330000006, 1.6666666670000001, 3.6666666669999999, 
    4.3333333329999997, 7.6666666670000003, 5, 5, 5.3333333329999997, 
    7, 8.3333333330000006, 3, 7, 1.6666666670000001, 2.3333333330000001, 
    0.33333333300000001, 3.6666666669999999, 6, 4.6666666670000003, 
    4.6666666670000003, 2, 7.6666666670000003, 8, 7, 8, 3.6666666669999999, 
    NA, 7.3333333329999997, 1.6666666670000001, 9.3333333330000006, 
    8.6666666669999994, 0.33333333300000001, 7, 1.3333333329999999, 
    4, 1, 6.3333333329999997, 3.6666666669999999, 7.6666666670000003, 
    4.3333333329999997, 1.3333333329999999, 4, 5.6666666670000003, 
    1.6666666670000001, 7, 8, 8, 1.3333333329999999, 0, 1.3333333329999999, 
    3.6666666669999999, 2, 5, 3, 3.6666666669999999, 5, 3.6666666669999999, 
    8.3333333330000006, 7.3333333329999997, 0.33333333300000001, 
    8.3333333330000006, 0.66666666699999999, 4.6666666670000003, 
    9, NA, 9.3333333330000006, 7.3333333329999997, 5.3333333329999997, 
    4, 5.3333333329999997, 6.6666666670000003, 6, 5.6666666670000003, 
    0.66666666699999999, 6.3333333329999997, 4, 2, 2.3333333330000001, 
    2.6666666669999999, 8.3333333330000006, 8, 3, 2.6666666669999999, 
    7.3333333329999997, 0, 6, 4.3333333329999997, 2, 8.6666666669999994, 
    5.3333333329999997, 7, 8.3333333330000006, 8.6666666669999994, 
    9.3333333330000006, 7.3333333329999997, 2.3333333330000001, 
    2, 7, 8.3333333330000006, 0.66666666699999999, 4, 8.6666666669999994, 
    8.3333333330000006, 2, 1, 6, 8, 7.3333333329999997, 4.6666666670000003, 
    4, 3.6666666669999999, 4.3333333329999997, 6.3333333329999997, 
    5, 3.6666666669999999, 5.6666666670000003, 6.3333333329999997, 
    8.6666666669999994, 6.3333333329999997, 4.6666666670000003, 
    0, NA, 8.3333333330000006, 7.6666666670000003, 6, 9, 8.3333333330000006, 
    2.6666666669999999, 0.33333333300000001, 4.3333333329999997, 
    6.6666666670000003, 3.3333333330000001, 3.3333333330000001, 
    1.3333333329999999, 7.6666666670000003, 3.3333333330000001, 
    5.6666666670000003, 4.3333333329999997, 2.6666666669999999, 
    7.6666666670000003, 9.3333333330000006, 4, 3.6666666669999999, 
    4.6666666670000003, 1.6666666670000001, 7.3333333329999997, 
    8.3333333330000006, 5, 7.6666666670000003, 4, 4.3333333329999997, 
    5.6666666670000003, 6.6666666670000003, 2, 6, 2.3333333330000001, 
    7, 4.6666666670000003, 9.3333333330000006, 8.6666666669999994, 
    5.3333333329999997, 5, 5.3333333329999997, 9, 1.6666666670000001, 
    3.6666666669999999, 4.3333333329999997, 8, 4.6666666670000003, 
    5, 5.3333333329999997, 7, 8.3333333330000006, 3, 6, 1.6666666670000001, 
    2.6666666669999999, 0.33333333300000001, 4, 6.3333333329999997, 
    4.6666666670000003, 5, 2, 7.6666666670000003, 7.6666666670000003, 
    6.6666666670000003, 8, 2.3333333330000001, NA, 7.3333333329999997, 
    1.6666666670000001, 9.3333333330000006, 8.6666666669999994, 
    0.33333333300000001, 7, 1.6666666670000001, 4, 1, 6.3333333329999997, 
    3.6666666669999999, 7.6666666670000003, 4.6666666670000003, 
    2, 3.6666666669999999, 5.3333333329999997, 1.6666666670000001, 
    7, 8, 8, 1.3333333329999999, 0, 2, 4, 2.3333333330000001, 
    5, 3.3333333330000001, 3.6666666669999999, 5.3333333329999997, 
    3.6666666669999999, 8.3333333330000006, 7.3333333329999997, 
    0.66666666699999999, 8.6666666669999994, 0.66666666699999999, 
    5, 9, NA, 9.3333333330000006, 7.3333333329999997, 6, 4, 5.3333333329999997, 
    6.6666666670000003, 6.3333333329999997, 5.6666666670000003, 
    0.66666666699999999, 6.3333333329999997, 5.3333333329999997, 
    2, 2.3333333330000001, 2.6666666669999999, 8.3333333330000006, 
    8, 2, 2.6666666669999999, 7.3333333329999997, 0.33333333300000001, 
    6.3333333329999997, 2, 4.6666666670000003, 8.3333333330000006, 
    5, 7, 8.3333333330000006, 8.6666666669999994, 9.3333333330000006, 
    7.3333333329999997, 2.6666666669999999, 2.6666666669999999, 
    7, 8.3333333330000006, 1, 4, 8.6666666669999994, 8.3333333330000006, 
    2, 0.66666666699999999, 6, 8, 7.3333333329999997, 5.3333333329999997, 
    4.3333333329999997, 3.6666666669999999, 3.6666666669999999, 
    6.6666666670000003, 5.3333333329999997, 4, 6, 6.3333333329999997, 
    9, 6.6666666670000003, 4.6666666670000003, 0, NA, 8.3333333330000006, 
    7.6666666670000003, 6, 9, 8.3333333330000006, 2.6666666669999999, 
    0.33333333300000001, 4.3333333329999997, 7, 3.3333333330000001, 
    3.6666666669999999, NA, 8, 4, 5.6666666670000003, NA, 4.6666666670000003, 
    8, 9.3333333330000006, 4.3333333329999997, 3.3333333330000001, 
    4.3333333329999997, 2, 7, 8.3333333330000006, 5.3333333329999997, 
    7.6666666670000003, 4.6666666670000003, 4.6666666670000003, 
    5.6666666670000003, 6.6666666670000003, 2, 5.6666666670000003, 
    2.6666666669999999, 7, 4.6666666670000003, 9.6666666669999994, 
    9, 5.3333333329999997, 5, 5.3333333329999997, 9, 1.6666666670000001, 
    3.6666666669999999, 4.3333333329999997, 8, 4.3333333329999997, 
    5.3333333329999997, 5.6666666670000003, 7, 8.3333333330000006, 
    3.3333333330000001, 6, 1.6666666670000001, 2.6666666669999999, 
    0.33333333300000001, 4, 7, 4.6666666670000003, 5.3333333329999997, 
    2, 7.6666666670000003, 8, 7, 8, 2.3333333330000001, NA, 7.3333333329999997, 
    1.6666666670000001, 9.3333333330000006, 8.6666666669999994, 
    0.33333333300000001, 7, 1.6666666670000001, 4, 3, 6.3333333329999997, 
    3.3333333330000001, 8, 4, 2.3333333330000001, 3.6666666669999999, 
    3.6666666669999999, 1.6666666670000001, 7.3333333329999997, 
    8, 7.3333333329999997, 1.3333333329999999, 0.33333333300000001, 
    2, 4, 2, 5, 3, 3.6666666669999999, 5.6666666670000003, 3.6666666669999999, 
    8.6666666669999994, 7.3333333329999997, 1, 9, 0.66666666699999999, 
    5, 9, NA, 9.3333333330000006, 7.3333333329999997, 6.3333333329999997, 
    NA, 5.3333333329999997, 7, 6.3333333329999997, 5.6666666670000003, 
    0.66666666699999999, 6.3333333329999997, 5.6666666670000003, 
    2.3333333330000001, 2.3333333330000001, 3, 8.3333333330000006, 
    8, 3.3333333330000001, 2.3333333330000001, 7.3333333329999997, 
    0.33333333300000001, 6.3333333329999997, 1.3333333329999999, 
    4.6666666670000003, 8.3333333330000006, 4.3333333329999997, 
    7, 8, 8.6666666669999994, 9.3333333330000006, 7.6666666670000003, 
    3, 2.6666666669999999, 6.6666666670000003, 8.3333333330000006, 
    0.66666666699999999, 4, 8.6666666669999994, 8.3333333330000006, 
    2, 0.66666666699999999, 6, 8, 7.3333333329999997, 6, 4.6666666670000003, 
    NA, 3.6666666669999999, 7, 5.3333333329999997, 4.3333333329999997, 
    6.3333333329999997, 6, 9, 6.6666666670000003, 4.6666666670000003, 
    0, NA, 8.3333333330000006, 7.6666666670000003, 6, 8.6666666669999994, 
    8.6666666669999994, 3, 0.33333333300000001, 4.6666666670000003, 
    7, 3.3333333330000001, 3.3333333330000001, NA, 8, 4, 5.3333333329999997, 
    NA, NA, 8, 9.3333333330000006, 4.3333333329999997, 3.3333333330000001, 
    4.3333333329999997, 2, 5.6666666670000003, 8.6666666669999994, 
    5.3333333329999997, 7.6666666670000003, 4.6666666670000003, 
    4.6666666670000003, 5.6666666670000003, 7, 2, 5.6666666670000003, 
    2.3333333330000001, 7, 4.6666666670000003, 9.6666666669999994, 
    9, 5.3333333329999997, 5, 5.6666666670000003, 9, 1.6666666670000001, 
    3.6666666669999999, 4.3333333329999997, 8, 4, 5.3333333329999997, 
    5.6666666670000003, 7, 8.3333333330000006, 3.3333333330000001, 
    6, 1.6666666670000001, 2, 0.33333333300000001, 3.3333333330000001, 
    7, NA, 5.3333333329999997, 2, 8, 8, 6.6666666670000003, 8.3333333330000006, 
    2.3333333330000001, NA, 8, 2, 9.3333333330000006, 8.6666666669999994, 
    0.33333333300000001, 7, 1.6666666670000001, 4, 3, 6.3333333329999997, 
    2.6666666669999999, 8, 4, 3, 3.6666666669999999, 3.6666666669999999, 
    2, 7.6666666670000003, 9, 7.3333333329999997, 1, 0.33333333300000001, 
    1.6666666670000001, 4.3333333329999997, 1.6666666670000001, 
    4.6666666670000003, 2.6666666669999999, 3.6666666669999999, 
    6, 3, 8.6666666669999994, 7.3333333329999997, 1.3333333329999999, 
    9, 0.66666666699999999, 5, 9, NA, 9.3333333330000006, 7.3333333329999997, 
    6.3333333329999997, NA, 5.6666666670000003, 7, 6.3333333329999997, 
    5.6666666670000003, 0.66666666699999999, 6.3333333329999997, 
    5.6666666670000003, 2.3333333330000001, 3, 3, 8.3333333330000006, 
    8, 3.3333333330000001, 2.3333333330000001, 7.3333333329999997, 
    0.33333333300000001, 6.3333333329999997, 4.6666666670000003, 
    1.6666666670000001, 8.3333333330000006, 3.3333333330000001, 
    7, 8.3333333330000006, 8.6666666669999994, 9.3333333330000006, 
    7.6666666670000003, 3.3333333330000001, 3.3333333330000001, 
    7, 8.3333333330000006, 0.66666666699999999, 4, 9, 8, 2, 1.3333333329999999, 
    5.6666666670000003, 8, 7.3333333329999997, 7, 4.6666666670000003, 
    NA, 5, 7.3333333329999997, 5.3333333329999997, 4.3333333329999997, 
    6.3333333329999997, 6, 9, 7, 4.6666666670000003, 0, NA, 8.6666666669999994, 
    7.6666666670000003, 6, 9, 9.3333333330000006, 3, 0.66666666699999999, 
    4.6666666670000003, 7, 3.6666666669999999, 3.3333333330000001, 
    NA, 8, 4, 5.3333333329999997, NA, NA, 8.3333333330000006, 
    9.3333333330000006, 4.6666666670000003, 3.6666666669999999, 
    3.6666666669999999, 2, 7, 8.6666666669999994, 4.3333333329999997, 
    7.6666666670000003, 4.3333333329999997, 4.3333333329999997, 
    5.6666666670000003, 7, 1.6666666670000001, 6, 0.66666666699999999, 
    7, 5, 9.3333333330000006, 9, 5.6666666670000003, 5, 5.6666666670000003, 
    9, 1.6666666670000001, 4, 4.3333333329999997, 8, 4, 5.3333333329999997, 
    6, 7.3333333329999997, 8.3333333330000006, 3.3333333330000001, 
    6, 2, 1.3333333329999999, 0.33333333300000001, 3, 7, NA, 
    5.3333333329999997, 2, 8.3333333330000006, 7.3333333329999997, 
    6.6666666670000003, 8.6666666669999994, 2.3333333330000001, 
    NA, 8.6666666669999994, 2, 9.3333333330000006, 8.6666666669999994, 
    0.33333333300000001, 7.3333333329999997, 1.6666666670000001, 
    4, 3.3333333330000001, 6.3333333329999997, 2.6666666669999999, 
    8, 4, 2.6666666669999999, 3.6666666669999999, 4, 2, 7.6666666670000003, 
    9, 7.3333333329999997, 1, 0.66666666699999999, 1, 3.6666666669999999, 
    1.6666666670000001, 4.6666666670000003, 2.6666666669999999, 
    4, 6, 3.3333333330000001, 8.3333333330000006, 7.3333333329999997, 
    1.3333333329999999, 9, 1.6666666670000001, 4.3333333329999997, 
    9, NA, 9, 7.3333333329999997, 6.3333333329999997, NA, 5.6666666670000003, 
    7, 6.3333333329999997, 5.3333333329999997, 0.66666666699999999, 
    6.3333333329999997, 5.6666666670000003, 2.6666666669999999, 
    3, 3, 8.3333333330000006, 8, 3.6666666669999999, 2.3333333330000001, 
    7.3333333329999997, 0.33333333300000001, 6, 1.6666666670000001, 
    4.6666666670000003, 8.3333333330000006, 3, 7, 8.3333333330000006, 
    8.6666666669999994, 9.3333333330000006, 7.6666666670000003, 
    4.3333333329999997, 2.3333333330000001, 6.3333333329999997, 
    8.3333333330000006, 1, 4, 9, 8, 2, 1.3333333329999999, 5.3333333329999997, 
    8, 7.3333333329999997, 7, 4.6666666670000003, NA, 5, 7.6666666670000003, 
    5.3333333329999997, 4.6666666670000003, 6.3333333329999997, 
    6.6666666670000003, 9.6666666669999994, 7, 4, 0, NA, 8.3333333330000006, 
    7.6666666670000003, 6.3333333329999997, 9, 9.3333333330000006, 
    3.3333333330000001, 0.66666666699999999, 3.6666666669999999, 
    7, 3.6666666669999999, 3, NA, 8, 4, 5.3333333329999997, NA, 
    NA, 8.3333333330000006, 9.3333333330000006, 6, 3.6666666669999999, 
    4, 2, 7.3333333329999997, 8.6666666669999994, 4.3333333329999997, 
    8, 4.3333333329999997, 4.3333333329999997, 5.3333333329999997, 
    6.3333333329999997, 1.6666666670000001, 5.6666666670000003, 
    0, 7, 4.6666666670000003, 9, 9, 5.6666666670000003, 3, 5.3333333329999997, 
    9, 1.6666666670000001, 4, 4, 8.6666666669999994, 3.6666666669999999, 
    5.3333333329999997, 5.6666666670000003, 7.3333333329999997, 
    8.3333333330000006, 3.3333333330000001, 5.6666666670000003, 
    2, 1.3333333329999999, 0.66666666699999999, 3.3333333330000001, 
    7, NA, 5, 2, 8, 7.3333333329999997, 7, 8.6666666669999994, 
    2.3333333330000001, NA, 8.6666666669999994, 2, 9.3333333330000006, 
    8.3333333330000006, 0.33333333300000001, 7.6666666670000003, 
    1.6666666670000001, 4.3333333329999997, 3.6666666669999999, 
    6.3333333329999997, 2.3333333330000001, 8, 1, 2.6666666669999999, 
    3.6666666669999999, 4.6666666670000003, 2, 8, 8.6666666669999994, 
    7.3333333329999997, 1, 0.66666666699999999, 1, 3.6666666669999999, 
    1.6666666670000001, 4.6666666670000003, 2.6666666669999999, 
    4, 5.6666666670000003, 3, 8, 7.3333333329999997, 1.6666666670000001, 
    9, 2, 4, 9, NA, 9, 7.3333333329999997, 6.3333333329999997, 
    NA, 6.3333333329999997, 7, 6.3333333329999997, 5.3333333329999997, 
    NA, 6.3333333329999997, 5.6666666670000003, 3, NA, 3, 8.3333333330000006, 
    NA, 3.6666666669999999, 2, 7, 0.66666666699999999, 5.3333333329999997, 
    1.6666666670000001, 4.6666666670000003, 8, 3, 7, 8.3333333330000006, 
    8.6666666669999994, 9.3333333330000006, 7.3333333329999997, 
    4.6666666670000003, 3, 6.6666666670000003, 8.6666666669999994, 
    1, 4.6666666670000003, 9, 8, 2, NA, 5, 8, 7.3333333329999997, 
    7, 4.6666666670000003, NA, 5, 7.6666666670000003, 5, 4.3333333329999997, 
    6, 7.6666666670000003, 9.6666666669999994, 7, 4, 0, NA, 8.6666666669999994, 
    7.6666666670000003, 6.3333333329999997, 9, 9.3333333330000006, 
    3.3333333330000001, 1.3333333329999999, 3, 5, 2.3333333330000001, 
    1.3333333329999999, NA, 4, NA, 4.3333333329999997, NA, NA, 
    9.3333333330000006, 6, 4.3333333329999997, 4.3333333329999997, 
    2, 4.3333333329999997, 8.6666666669999994, 9.3333333330000006, 
    8, 4.6666666670000003, 9.3333333330000006, 9, 6.3333333329999997, 
    1.6666666670000001, 6, 0, 7, 8.6666666669999994, 9, 9, 5.3333333329999997, 
    1.6666666670000001, 5, 0, 1.6666666670000001, 3.6666666669999999, 
    9.6666666669999994, 8.6666666669999994, 4, 5.3333333329999997, 
    5.6666666670000003, 7.3333333329999997, 8.6666666669999994, 
    3.3333333330000001, NA, 2, 1.3333333329999999, 8.6666666669999994, 
    NA, 6.3333333329999997, 3.6666666669999999, NA, 2, 7.6666666670000003, 
    7.3333333329999997, 8.3333333330000006, 7, 8.3333333330000006, 
    2.3333333330000001, NA, NA, NA, 9.3333333330000006, 8.3333333330000006, 
    0.33333333300000001, 7.6666666670000003, NA, 4.3333333329999997, 
    4.3333333329999997, NA, 2, 8, 1, 2.6666666669999999, 3.3333333330000001, 
    5, 2, 8, 8.3333333330000006, 7.6666666670000003, 1.3333333329999999, 
    0.66666666699999999, NA, 3.6666666669999999, 1, 4.6666666670000003, 
    2.6666666669999999, 4, 5.6666666670000003, 3, 8, 7.3333333329999997, 
    1.6666666670000001, 9, 2, 3.3333333330000001, 9, NA, 9, 7.3333333329999997, 
    6.3333333329999997, NA, 6.3333333329999997, 7, 7, 5, NA, 
    6.3333333329999997, 5.6666666670000003, 3, NA, 3.3333333330000001, 
    8.3333333330000006, NA, 3.6666666669999999, 2, 7, 0.66666666699999999, 
    5.6666666670000003, 1.6666666670000001, 4.3333333329999997, 
    8, 3, 7, 8.3333333330000006, 8.6666666669999994, 9.3333333330000006, 
    7.3333333329999997, 5, 3, 6.6666666670000003, 8.6666666669999994, 
    1.6666666670000001, 5.3333333329999997, 9, 8, 2, NA, 5.3333333329999997, 
    8, 7.3333333329999997, 7, 4.6666666670000003, NA, 5, 7.6666666670000003, 
    5, 5, 6, 8.3333333330000006, 9.6666666669999994, 6.6666666670000003, 
    4, 0.33333333300000001, NA, 8.6666666669999994, 7.6666666670000003, 
    6.3333333329999997, 9, 9.3333333330000006, 3, 1.3333333329999999, 
    3, 7, 4, 2.3333333330000001, NA, 8, NA, 5.3333333329999997, 
    NA, NA, 8.3333333330000006, 9.3333333330000006, 6, 5.3333333329999997, 
    4.3333333329999997, 2, 7, 8.6666666669999994, 4, 8, 5, 3.3333333330000001, 
    5.6666666670000003, 6.3333333329999997, 2, 6, 0, 7.3333333329999997, 
    5, 9.3333333330000006, 9, 5.3333333329999997, 2.6666666669999999, 
    5, 9, 1.6666666670000001, 3.6666666669999999, 4, 8.6666666669999994, 
    4, 5.3333333329999997, 6.3333333329999997, 7.3333333329999997, 
    8.6666666669999994, NA, 5.6666666670000003, 2.3333333330000001, 
    1.6666666670000001, NA, 4, 5.6666666670000003, NA, 4.6666666670000003, 
    2, 7.6666666670000003, 7.6666666670000003, 7, 8.3333333330000006, 
    3, NA, NA, NA, 9.3333333330000006, 8.3333333330000006, 0.33333333300000001, 
    7.6666666670000003, NA, 4.6666666670000003, 4.6666666670000003, 
    NA, 2.3333333330000001, 8, 1, 3, 3.3333333330000001, 5, 2.3333333330000001, 
    8, 8.3333333330000006, 7.3333333329999997, 1.3333333329999999, 
    0.66666666699999999, NA, 3.3333333330000001, 0.33333333300000001
    ), pf_expression_control = c(5.25, 4, 2.5, 5.5, 4.25, 7.75, 
    8, 0.25, 7.25, 0.75, 3.25, 7.5, 2.5, 9.25, 6.75, 7.25, 5, 
    4.25, 4.25, 5.25, 4.5, 3.75, 5.75, 7, 0.75, 3.25, 4.25, 8.25, 
    7.75, 3, 2.5, 6.75, 1.5, 3.5, 3.75, 2, 8.5, 5.25, 5.75, 7.5, 
    8, 8.5, 4.75, 3.25, 1.5, 5.5, 9, 0.5, 6, 9, 6.75, 3.75, 1.25, 
    4.75, 7.5, 6.75, 5.5, 4.25, 2.75, 4, 6, 5.75, 1.75, 5, 5.75, 
    8.75, 4.5, 5.5, 1, 2, 8.5, 6.5, 7.5, 7.75, 6, 3.5, 1.5, 4, 
    6.5, 4.25, 3.25, 1.5, 8, 4.75, 4.5, 4.5, 1.25, 8.5, 8.75, 
    3.75, 4.25, 6.25, 3.75, 5.25, 7.75, 5, 7.5, 2.25, 4.75, 7, 
    5.25, 3.75, 4.75, 2.75, 6.75, 4.75, 8.75, 8, 4, 5.25, 4.5, 
    9.25, 3.25, 2.5, 6.25, 6.75, 4, 5.25, 5, 6.5, 8.25, 3.25, 
    6, 1.5, 1.5, 2, 6.25, 4.75, 6, 5, 4.5, 7.75, 8, 5, 6.5, 3.75, 
    1, 6.75, 2.5, 8.75, 9, 0.5, 8, 1.75, 4.5, 1.75, 7.25, 5.25, 
    7.25, 5.5, 1.75, 3.75, 3.75, 2.5, 7.75, 7, 7.5, 2.25, 1.75, 
    1, 4, 3.75, 5.5, 4.25, 2.5, 5, 4.25, 7.5, 7.75, 0.5, 7.5, 
    0.75, 3.25, 7.75, NA, 9, 7.75, 7, 5, 4.75, 4.25, 5.25, 4.5, 
    3.75, 6, 7, 1.75, 3.25, 4.5, 8.25, 7.75, 3, 2.5, 6.75, 1.25, 
    3.5, 2.5, 3.75, 8.25, 5.25, 5.5, 7.5, 8, 8.5, 4.75, 3.25, 
    1.25, 5.75, 9, 1, 5, 9.25, 6.25, 4.5, 1, 5, 7.5, 7, 5, 4.25, 
    2.75, 4, 6.5, 5.5, 1.5, 5.75, 6.25, 8.75, 4.75, 5.5, 1, NA, 
    8.5, 6.5, 7.5, 8, 6.25, 4, 1.75, 4, 6.5, 4.25, 3.25, 1.75, 
    7.5, 4.5, 5, 4.75, 1.5, 8.25, 9, 4, 4.25, 6.25, 4, 5.25, 
    7.75, 5, 7.5, 2.25, 4.75, 7, 5.5, 3.75, 5.25, 3, 6.5, 4.25, 
    8.75, 8, 4.25, 5, 4.5, 9.25, 3.25, 2.75, 5.5, 6.75, 3.75, 
    5.25, 5, 7.25, 8.25, 3.5, 6, 1.5, 1.5, 2, 6, 4.75, 6, 4.75, 
    4.5, 7.75, 8, 5.75, 6.5, 3.5, NA, 6.75, 2.5, 8.75, 9, 0.5, 
    7.75, 2, 4.5, 1.75, 7.25, 4.75, 7, 5.5, 2.5, 4, 4, 2.5, 7.75, 
    7.5, 7.25, 2.5, 1.75, 1.5, 4.25, 3.75, 5.75, 4.25, 2.5, 5, 
    4.5, 7.5, 8, 1, 7.75, 0.75, 4.5, 7.75, NA, 9, 7.75, 7.25, 
    4.75, 4.75, 4, 5.25, 4.75, 3.75, 6.25, 6.75, 2.75, 3.25, 
    4.25, 8.25, 7.75, 2.75, 2.5, 6.5, 1.5, 3.25, 3.75, 2.25, 
    8.25, 5, 6, 7.25, 8, 8.75, 4.75, 3.5, 1.75, 6, 9, 1, 4.5, 
    9.25, 7.25, 4, 1.5, 5, 8, 7.5, 4.75, 4, 3, 4, 6.5, 5.75, 
    1.5, 5.5, 6.5, 8.5, 5, 5.5, 1, NA, 8.5, 6.5, 7.5, 8, 6.5, 
    4, 1.75, 4.25, 6.5, 4.25, 3.25, 1.75, 7.5, 4.75, 5.25, 4.5, 
    1.75, 8, 9, 4.75, 4, 5.75, 4.25, 5.25, 7.75, 5, 7.5, 2.25, 
    5.25, 7, 5.5, 4, 5.75, 3.25, 6.5, 4, 8.75, 8, 4.75, 5.25, 
    4.25, 9.25, 3.25, 2.5, 5.25, 6.5, 3.75, 5, 5, 7.5, 8.25, 
    4, 6.25, 1.5, 1.5, 2.75, 6, 5.75, 5.75, 5.25, 4.5, 7.75, 
    7.5, 5.75, 6.5, 1.75, NA, 6.5, 3, 9, 9, 0.5, 7.5, 2, 4.75, 
    2.25, 7.25, 4.25, 7, 6, 3.25, 4.25, 3.5, 3, 7.75, 7.25, 7.5, 
    2.25, 1.5, 2.25, 3.75, 4.25, 5.75, 4.5, 2.75, 4.75, 4.25, 
    7.5, 8, 1.5, 7.75, 0.75, 4.25, 7.75, NA, 9, 7.75, 7.25, 4.75, 
    4.5, 4.25, 5.75, 4.75, 3.75, 6, 5.75, 2.75, 4, 4.25, 8, 7.75, 
    2, 2.25, 6.5, 1.75, 3.25, 2.25, 4, 8.25, 4.75, 6, 7.25, 8, 
    8.75, 5, 3.75, 2.5, 6, 9, 1.25, 4, 9.25, 7.5, 4, 1.25, 5.25, 
    8.25, 7.5, 5, 3.75, 3, 2.75, 6.75, 5.5, 2.25, 6, 6.75, 9, 
    5, 5.5, 1, NA, 8.5, 6.5, 7.5, 8, 6.5, 3.5, 1.75, 4.25, 6.5, 
    4.25, 3.25, NA, 7.25, 4.75, 5.5, NA, 2.75, 8, 9, 4.75, 3.25, 
    5.5, 4.25, 5, 7.75, 5.25, 7.5, 2.25, 5.5, 7, 5.5, 4, 5.75, 
    4, 7, 4, 8.75, 8, 4.75, 5, 4.5, 9.25, 3.25, 2.75, 5, 6.75, 
    4, 5.5, 4.75, 7.25, 8.25, 3.75, 6.25, 2, 1.75, 2.75, 6, 6, 
    5.25, 5.25, 4.5, 7.75, 7.25, 6.5, 6.5, 1.75, NA, 6.75, 3, 
    9, 9.25, 0.5, 7.75, 2.5, 4.5, 3.25, 7.25, 3.75, 7.25, 5.25, 
    3.5, 4, 4, 3, 7.5, 7.5, 7.5, 2.5, 1.75, 2.75, 4, 3.75, 5.75, 
    4.25, 3, 4.25, 4.5, 7.5, 8, 1.75, 7.75, 0.75, 4.5, 7.75, 
    NA, 9, 7.75, 7, NA, 4.5, 4.25, 5.75, 4.5, 3.75, 6.25, 6, 
    3, 4, 4, 7.75, 7.75, 4.25, 2.25, 6.5, 2, 3.5, 1.75, 4.25, 
    8.25, 3.75, 6, 7.5, 8, 8.75, 5, 3.75, 4, 5.75, 9, 1.25, 3.5, 
    9.25, 7.5, 3.75, 1.25, 5, 8.25, 7.5, 5.25, 3.75, NA, 2.75, 
    6.5, 5.75, 2.5, 6.25, 6.75, 8.75, 5.25, 5.5, 0.5, NA, 8.5, 
    6.25, 7.25, 8, 6.5, 4.25, 2, 5, 6.75, 4.25, 2.75, NA, 7, 
    4.75, 5.25, NA, NA, 8, 9, 4.5, 2.5, 5.25, 4.25, 4.75, 7.75, 
    5.75, 7.5, 2.25, 5.5, 7, 5.75, 4, 6.5, 4, 7, 3.25, 8.5, 8.25, 
    5, 5.5, 4.25, 9.25, 3.25, 2.75, 5.25, 7, 3.75, 5.5, 5, 7.5, 
    8.5, 3.75, 6, 2, 2, 2.5, 5.5, 6, NA, 5.25, 4.5, 7.75, 7.25, 
    6.25, 6.5, 2, NA, 7, 3, 9, 9.25, 0.75, 7.75, 2.75, 5.5, 3.75, 
    7.25, 3.25, 7, 5.5, 4, 4.5, 4.75, 3.25, 7.75, 7.5, 7.5, 2.75, 
    1.75, 2.25, 4, 3.5, 5.5, 4.25, 3.25, 4.5, 4, 7.5, 8, 2, 7.5, 
    1.25, 4.75, 7.5, NA, 9, 8, 7, NA, 4.5, 4.25, 5.75, 5, 3.75, 
    6.25, 6, 3, 4.25, 3.5, 8, 7.75, 4.25, 2.25, 6.5, 1.5, 3, 
    4.5, 1.5, 8, 2.25, 6, 7.75, 8, 8.75, 4.75, 4, 4.5, 5.75, 
    8.5, 1.25, 3.25, 9.25, 7.25, 4, 1.25, 4.75, 8.25, 7.5, 6.25, 
    3.5, NA, 3.75, 6.25, 5.5, 2.5, 6.75, 6.75, 8.75, 5.25, 5.5, 
    0.5, NA, 8.5, 6.25, 7, 7.75, 6.5, 4.25, 2.5, 5.25, 6.5, 4.5, 
    2.75, NA, 7, 5.25, 5.25, NA, NA, 7.75, 9.25, 4.75, 2.75, 
    4.25, 4.5, 8.25, 7.75, 5.5, 7.75, 2.25, 5.5, 7, 6, 3.75, 
    6, 2.25, 6.75, 3.75, 8.5, 8, 5, 5.75, 4.5, 9.25, 3.25, 2.75, 
    5.25, 7.25, 4, 5.25, 5, 7.5, 8.5, 3.75, 6.25, 2, 2, 2.5, 
    5, 6.25, NA, 5.25, 4.5, 7.75, 7.5, 6.5, 6.5, 2.25, NA, 7, 
    3.25, 9, 9.25, 0.5, 7.75, 2.75, 6, 4, 7.25, 3.5, 7.25, 5.75, 
    4.5, 4, 4.75, 3.75, 7.75, 7.5, 7.5, 2.75, 1.5, 1.75, 4.5, 
    2.75, 5.75, 4.25, 3.75, 4.25, 3.75, 7.75, 8, 2.25, 7.5, 3.25, 
    4.75, 7.5, NA, 9, 7.75, 7, NA, 4.75, 4.25, 5.75, 5.25, 3.75, 
    6.5, 6.25, 2.5, 4.25, 3.75, 8, 7.75, 4.25, 2.25, 6.75, 1.5, 
    3, 2, 4.75, 8.25, 3, 5.75, 7.75, 8, 8.5, 5, 4.25, 4, 5.75, 
    8.5, 1.75, 3.25, 9.25, 7.5, 4.25, 1.25, 4.5, 8.25, 7.75, 
    6.25, 3.75, NA, 3.75, 6.75, 5.75, 2.5, 7, 7.25, 8.75, 5.75, 
    5, 0.75, NA, 8.5, 6.25, 6.75, 7.75, 6.75, 4, 2.75, 5.5, 6.5, 
    4.5, 2.75, NA, 7.25, 4.75, 5.25, NA, NA, 7.75, 9.25, 5, 2.5, 
    5.25, 4.25, 8, 7.75, 5.25, 7.75, 2.25, 5.25, 6.75, 6, 3.75, 
    5.75, 0.75, 6.5, 3, 8.25, 8.5, 5.25, 4.75, 4.75, 9, 3.25, 
    3.25, 5.75, 7.25, 4.25, 5.5, 4.5, 7.5, 8.5, 4, 6.25, 1.75, 
    1.5, 2.5, 5, 6.25, NA, 4.5, 4.25, 7.75, 7.5, 6.5, 6.75, 2.5, 
    NA, 7, 3.25, 8.75, 9.25, 1.5, 7.75, 3, 6, 3, 7.25, 3, 7.25, 
    1.75, 4.75, 4.75, 5, 4, 8, 8, 7.5, 2.75, 1.75, 1.75, 4.25, 
    2.75, 6, 3.75, 4.25, 4.75, 3.75, 7.75, 8, 2, 7.5, 3.25, 4.5, 
    7.5, NA, 9, 8, 7, NA, 5, 4.25, 5.75, 5.5, NA, 6.75, 6.25, 
    2.5, NA, 4, 8, NA, 4.25, 2, 6.75, 1.5, 2.5, 2, 4.75, 8.25, 
    3.5, 6, 7.75, 8.25, 9, 5.5, 5, 4.75, 5.25, 8.5, 1.75, 3.25, 
    9.25, 7.5, 3.75, NA, 3.5, 8.25, 7.75, 6.5, 3.5, NA, 4, 6.75, 
    5.75, 3.25, 7, 7.75, 8.75, 6.25, 5.25, 1, NA, 8.5, 6.5, 7, 
    8.25, 6.75, 4, 2.5, 5.25, 5, 2.5, 1.75, NA, 4.75, NA, 4.25, 
    NA, NA, 9.25, 5.5, 2.75, 4.75, 4.25, 5.75, 7.75, 8.5, 8, 
    2.5, 8, 8.25, 6, 4, 6, 0.5, 6.75, 7.25, 8.25, 8.75, 5, 3.5, 
    4.5, 0, 3.25, 3.5, 8.75, 7.5, 4.25, 5.25, 4, 7.75, 8.5, 4, 
    NA, 1.75, 1.75, 7.75, NA, 6, 5, NA, 4.25, 7.75, 7.5, 6.75, 
    7, 6.5, 2, NA, NA, NA, 9, 9.25, 1.75, 7.75, NA, 5.5, 3.25, 
    NA, 3, 7.5, 1.75, 5.5, 5, 5.5, 4, 8, 8, 7.5, 2.5, 2, NA, 
    3.75, 2.5, 6, 4.25, 4.5, 4.75, 3.25, 7.75, 8, 2.25, 7.5, 
    3.25, 3.25, 7.5, NA, 9, 8, 7.5, NA, 5.25, 4.5, 5.75, 6, NA, 
    6.5, 6.25, 2.5, NA, 4, 8, NA, 4.25, 2.25, 7, 1.25, 2.5, 2, 
    5.25, 8.25, 3.25, 6.25, 7.75, 8.25, 9, 5.25, 5.5, 4.75, 5.5, 
    8.75, 1.75, 5.5, 9.25, 7.75, 4.25, NA, 2.75, 8.5, 7.75, 6.5, 
    3.5, NA, 4.5, 6.75, 5, 4.25, 7.25, 7.75, 9, 5.75, 4.75, 1.5, 
    NA, 8.5, 6, 7.25, 8.5, 6.75, 4, 2.5, 4.75, 7, 4.75, 2.75, 
    NA, 8, NA, 5.25, NA, NA, 8.25, 9.25, 5.25, 4.5, 4.75, 4, 
    7.75, 7.75, 4.5, 8, 3.25, 3.5, 6, 6, 4.25, 6.25, 0.5, 7.5, 
    3, 8.25, 8.75, 5.25, 3.75, 4.5, 9.25, 3.25, 3.25, 5.75, 7, 
    4.25, 5.25, 4.25, 7.75, 8.5, NA, 6, 1.75, 1.5, NA, 4.75, 
    5.75, NA, 4.25, 4.25, 7.75, 7.5, 7, 6.5, 2, NA, NA, NA, 8.75, 
    9.25, 1.75, 7.75, NA, 5.25, 3.25, NA, 3.25, 7.5, 2.25, 5.5, 
    5, 5, 4.25, 8, 8, 7.75, 3, 1.75, NA, 3.75, 2), pf_expression_cable = c(10, 
    10, 7.5, 10, 7.5, 10, 10, 10, NA, 7.5, 7.5, NA, 7.5, 10, 
    NA, 10, NA, 10, 10, NA, 10, 2.5, 10, 7.5, 0, 10, 7.5, 10, 
    NA, 10, 10, 10, 7.5, 10, NA, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 7.5, 10, 10, 7.5, NA, 10, 10, 7.5, NA, 10, 10, 10, 
    10, 10, 7.5, NA, NA, 10, 10, 10, 10, 10, 10, 7.5, 7.5, 7.5, 
    10, 10, 10, 10, 10, 7.5, 7.5, 10, 10, 10, NA, 7.5, 10, 10, 
    NA, NA, 7.5, 10, 10, 10, 10, NA, 7.5, 7.5, 10, 5, 10, 10, 
    7.5, 10, NA, 10, 7.5, 10, NA, 5, 10, 10, 7.5, 2.5, 10, 10, 
    5, 10, 10, NA, 10, 10, 10, 7.5, 10, 7.5, 10, 5, 7.5, 7.5, 
    10, 10, NA, NA, 7.5, 10, 10, 10, 10, 7.5, 10, NA, NA, 10, 
    10, NA, 10, 2.5, 10, 10, NA, 10, NA, 10, 5, 10, 7.5, 7.5, 
    10, 10, 10, 5, 7.5, NA, NA, NA, 10, 10, 7.5, 10, 7.5, 10, 
    10, 10, NA, 7.5, 7.5, NA, NA, 10, NA, 10, NA, 10, 10, NA, 
    10, 2.5, 10, 7.5, 0, 10, 7.5, 10, NA, 10, 10, 10, 7.5, 10, 
    NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7.5, 10, 10, 7.5, 
    NA, 10, 10, 7.5, NA, 10, 10, 10, 10, 10, 7.5, NA, NA, 10, 
    10, 10, 10, 10, 10, 7.5, 7.5, NA, 10, 10, 10, 10, 10, 7.5, 
    7.5, 10, 10, 10, NA, 7.5, 10, 10, NA, NA, 7.5, 10, 10, 10, 
    10, NA, 7.5, 7.5, 10, 5, 10, 10, 7.5, 10, NA, 10, 7.5, 10, 
    NA, 5, 10, 10, 7.5, 2.5, 10, 10, 5, 10, 10, NA, 10, 10, 10, 
    7.5, 10, 7.5, 10, 5, 7.5, 7.5, 10, 10, NA, NA, 7.5, 10, 10, 
    10, 10, 7.5, NA, NA, NA, 10, 10, NA, 10, 2.5, 10, 10, NA, 
    10, NA, 10, 5, 10, 7.5, 7.5, 10, 10, 10, 5, 7.5, NA, NA, 
    NA, 10, 10, 7.5, 10, 7.5, 10, 10, 10, NA, 7.5, 7.5, NA, NA, 
    10, NA, 10, NA, 10, 10, NA, 10, 2.5, 10, 7.5, 0, 10, 7.5, 
    10, NA, 10, 10, 10, 7.5, 10, NA, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 7.5, 10, 10, 7.5, NA, 10, 10, 7.5, NA, 10, 10, 
    10, 10, 10, 7.5, NA, NA, 10, 10, 10, 10, 10, 10, 7.5, 7.5, 
    NA, 10, 10, 10, 10, 10, 7.5, 7.5, 10, 10, 10, NA, 7.5, 10, 
    10, NA, NA, 7.5, 10, 10, 10, 10, NA, 7.5, 7.5, 10, 5, 10, 
    10, 7.5, 10, NA, 10, 7.5, 10, NA, 5, 10, 10, 7.5, 2.5, 10, 
    10, 5, 10, 10, NA, 10, 10, 10, 7.5, 10, 7.5, 10, 5, 7.5, 
    7.5, 10, 10, NA, NA, 7.5, 10, 10, 10, 10, 7.5, NA, NA, NA, 
    10, 10, NA, 10, 2.5, 10, 10, NA, 10, NA, 10, 5, 10, 7.5, 
    7.5, 10, 10, 10, 5, 7.5, NA, NA, NA, 10, 10, 7.5, 10, 10, 
    10, 10, 7.5, NA, 10, 7.5, NA, NA, 10, NA, 10, NA, 10, 10, 
    7.5, 10, NA, 10, 10, 7.5, 10, 10, 10, NA, 5, 5, 10, 5, 10, 
    NA, 7.5, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7.5, 10, 7.5, 
    NA, 10, 10, 10, NA, 10, 10, 10, 10, 7.5, 7.5, NA, NA, 10, 
    7.5, 10, 10, 10, 7.5, 10, 5, NA, 10, 10, 10, 10, 10, 7.5, 
    7.5, 7.5, 10, 7.5, NA, NA, 10, 10, NA, NA, 10, 10, NA, NA, 
    10, NA, 5, 5, 10, 7.5, 10, 10, NA, 10, NA, 10, 10, 7.5, 7.5, 
    5, 10, 10, 10, 10, 10, 10, 7.5, 10, 10, NA, 10, 10, 7.5, 
    10, 10, 7.5, 10, 10, 10, 5, 10, 10, NA, 7.5, 5, 10, 10, 10, 
    7.5, 10, NA, NA, NA, 10, 10, 7.5, 10, NA, 7.5, 7.5, NA, 7.5, 
    NA, 10, 10, 10, 10, 5, 10, 10, 10, 10, 7.5, NA, 7.5, 7.5, 
    10, 10, 7.5, 10, 10, 10, 10, 7.5, NA, 10, 7.5, NA, NA, 10, 
    NA, 10, NA, 10, 10, 7.5, 10, NA, 10, 10, 7.5, 10, 10, 10, 
    NA, 5, 5, 10, 5, 10, NA, 7.5, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 7.5, 10, 7.5, NA, 10, 10, 10, NA, 10, 10, 10, 10, 
    7.5, NA, NA, NA, 10, 7.5, 10, 10, 10, 7.5, 10, 5, NA, 10, 
    10, 10, 10, 10, 7.5, 7.5, 7.5, 10, 7.5, NA, NA, 10, 10, NA, 
    NA, NA, 10, NA, NA, 10, NA, 5, 5, 10, 7.5, 10, 10, NA, 10, 
    NA, 10, 10, 7.5, 7.5, 5, 10, 10, 10, 10, 10, 10, 7.5, 10, 
    10, NA, 10, 10, 7.5, 10, 10, 7.5, 10, 10, 10, 5, 10, 10, 
    NA, 7.5, 5, 10, 10, 10, 7.5, 10, NA, NA, NA, 10, 10, 7.5, 
    10, NA, 7.5, 7.5, NA, 7.5, NA, 10, 10, 10, 10, 5, 10, 10, 
    10, 10, 7.5, NA, 7.5, 7.5, 10, 10, 7.5, 10, 10, 10, 10, 7.5, 
    NA, 10, 7.5, NA, NA, 10, NA, 10, NA, 10, 10, 7.5, 10, NA, 
    10, 10, 7.5, 10, 10, 10, NA, 5, 5, 10, 5, 10, NA, 7.5, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 7.5, 10, 7.5, NA, 10, 10, 
    10, NA, 10, 10, 10, 10, 7.5, NA, NA, NA, 10, 7.5, 10, 10, 
    10, 7.5, 10, 5, NA, 10, 10, 10, 10, 10, 7.5, 7.5, 7.5, 10, 
    7.5, NA, NA, 10, 10, NA, NA, NA, 10, NA, NA, 10, NA, 5, 5, 
    10, 7.5, 10, 10, NA, 10, NA, 10, 10, 7.5, 7.5, 5, 10, 10, 
    10, 10, 10, 10, 7.5, 10, 10, NA, 10, 10, 7.5, 10, 10, 7.5, 
    10, 10, 10, 5, 10, 10, NA, 7.5, 5, 10, 10, 10, 7.5, 10, NA, 
    NA, NA, 10, 10, 7.5, 10, NA, 7.5, 7.5, NA, 7.5, NA, 10, 10, 
    10, 10, 5, 10, 10, 10, 10, 7.5, NA, 7.5, 7.5, NA, 10, 10, 
    10, NA, 10, 10, 10, NA, 10, 10, NA, NA, 10, NA, 10, NA, 10, 
    NA, 6.6666666670000003, 10, NA, 10, 10, NA, 10, 10, 10, NA, 
    10, 6.6666666670000003, 10, 6.6666666670000003, 10, NA, 10, 
    NA, 10, NA, 10, 10, 10, 10, 10, 6.6666666670000003, NA, 10, 
    6.6666666670000003, NA, 10, 10, 10, NA, NA, 10, 10, 10, 10, 
    NA, NA, NA, 10, 10, 10, 10, NA, 10, 10, NA, NA, 10, 10, 10, 
    NA, 10, 10, 6.6666666670000003, 10, 10, 6.6666666670000003, 
    NA, NA, 10, 10, NA, NA, NA, 10, NA, NA, 10, NA, 3.3333333330000001, 
    10, 10, 6.6666666670000003, 6.6666666670000003, 10, NA, 6.6666666670000003, 
    NA, 10, 10, NA, 10, 10, 10, 10, 6.6666666670000003, 10, 10, 
    10, 3.3333333330000001, 10, 10, NA, 6.6666666670000003, 10, 
    10, 10, 10, 6.6666666670000003, 10, 10, NA, 6.6666666670000003, 
    10, 10, NA, NA, 6.6666666670000003, 10, 10, 10, 10, 10, NA, 
    NA, NA, 10, 10, 3.3333333330000001, 10, NA, 6.6666666670000003, 
    10, NA, 6.6666666670000003, NA, 6.6666666670000003, 6.6666666670000003, 
    10, 10, 10, 10, 10, 10, 10, 3.3333333330000001, 10, 6.6666666670000003, 
    6.6666666670000003, NA, 10, 10, 10, NA, 10, 10, 10, NA, 10, 
    10, NA, NA, 10, NA, 10, NA, 10, NA, 6.6666666670000003, 10, 
    NA, 10, 10, NA, NA, 10, 10, NA, 10, 6.6666666670000003, 10, 
    6.6666666670000003, 10, NA, 10, NA, 10, NA, 10, 10, 10, 10, 
    10, 6.6666666670000003, NA, 10, 6.6666666670000003, NA, 10, 
    10, 10, NA, NA, 10, 10, 10, 10, NA, NA, NA, 10, 10, 10, 10, 
    NA, 10, 10, NA, NA, 10, 10, 10, NA, 10, 10, 6.6666666670000003, 
    10, 10, 6.6666666670000003, NA, NA, 10, NA, NA, NA, NA, 10, 
    NA, NA, 10, NA, 3.3333333330000001, 10, 10, 6.6666666670000003, 
    6.6666666670000003, 10, NA, 6.6666666670000003, NA, 10, 10, 
    NA, 10, 10, 10, 10, 6.6666666670000003, 10, 10, 10, 3.3333333330000001, 
    10, 10, NA, 6.6666666670000003, 10, 10, 10, 10, NA, 10, 10, 
    NA, NA, 10, 10, NA, NA, 6.6666666670000003, 10, 10, 10, 10, 
    10, NA, NA, NA, 10, 10, 3.3333333330000001, 10, NA, 6.6666666670000003, 
    10, NA, 6.6666666670000003, NA, 6.6666666670000003, 6.6666666670000003, 
    10, 10, 10, 10, 10, 10, 10, 3.3333333330000001, NA, 6.6666666670000003, 
    6.6666666670000003, NA, 10, 10, 10, NA, 10, 10, 10, NA, 10, 
    10, NA, NA, 10, NA, 10, NA, 10, NA, 6.6666666670000003, 10, 
    NA, 10, 10, NA, NA, 10, 10, NA, 10, 6.6666666670000003, 10, 
    6.6666666670000003, 10, NA, 10, NA, 10, NA, 10, 10, 10, 10, 
    10, 6.6666666670000003, NA, 10, 6.6666666670000003, NA, 10, 
    10, 10, NA, NA, 10, 10, 10, 10, NA, NA, NA, 10, 10, 10, 10, 
    NA, 10, 10, NA, NA, 10, 10, 10, NA, 10, 10, 6.6666666670000003, 
    10, 10, 6.6666666670000003, NA, NA, 10, NA, NA, NA, NA, 10, 
    NA, NA, 10, NA, 3.3333333330000001, 10, 10, 6.6666666670000003, 
    6.6666666670000003, 10, NA, 6.6666666670000003, NA, 10, 10, 
    NA, 10, 10, 10, 10, 6.6666666670000003, 10, 10, 10, 3.3333333330000001, 
    10, 10, NA, 6.6666666670000003, 10, 10, 10, 10, NA, 10, 10, 
    NA, NA, 10, 10, NA, NA, 6.6666666670000003, 10, 10, 10, 10, 
    10, NA, NA, NA, 10, 10, 3.3333333330000001, 10, NA, 6.6666666670000003, 
    10, NA, 6.6666666670000003, NA, 6.6666666670000003, 6.6666666670000003, 
    10, 10, 10, 10, 10, 10, 10, 3.3333333330000001, NA, 6.6666666670000003, 
    6.6666666670000003), pf_expression_newspapers = c(10, 7.5, 
    5, 10, 7.5, 10, 10, 0, NA, 7.5, 7.5, NA, 5, 10, NA, 10, NA, 
    10, 10, NA, 10, 2.5, 10, 7.5, 0, 10, 7.5, 10, NA, 10, 7.5, 
    10, 2.5, 10, NA, 7.5, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 7.5, NA, 10, 10, 7.5, NA, 10, 10, 7.5, 10, 10, 7.5, 
    NA, NA, 7.5, 10, 10, 10, 10, 7.5, 10, 5, 7.5, 10, 10, 10, 
    10, 10, 7.5, 7.5, 10, 10, 7.5, NA, 2.5, 10, 10, NA, NA, 7.5, 
    10, 10, 10, 10, NA, 7.5, 7.5, 10, 5, 10, 10, 7.5, 10, NA, 
    7.5, 7.5, 10, NA, 7.5, 10, 10, 5, 2.5, 10, 10, 2.5, 7.5, 
    10, NA, 10, 10, 10, 10, 10, 7.5, 10, 7.5, 5, 7.5, 7.5, 10, 
    NA, NA, 7.5, 10, 10, 10, 10, 7.5, 0, NA, NA, 10, 10, NA, 
    10, 2.5, 10, 10, NA, 10, NA, 7.5, 7.5, 10, 7.5, 7.5, 10, 
    10, 10, 2.5, 7.5, NA, NA, NA, 10, 7.5, 5, 10, 7.5, 10, 10, 
    0, NA, 7.5, 7.5, NA, NA, 10, NA, 10, NA, 10, 10, NA, 10, 
    2.5, 10, 7.5, 0, 10, 7.5, 10, NA, 10, 7.5, 10, 2.5, 10, NA, 
    7.5, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7.5, NA, 
    10, 10, 7.5, NA, 10, 10, 7.5, 10, 10, 7.5, NA, NA, 7.5, 10, 
    10, 10, 10, 7.5, 10, 5, NA, 10, 10, 10, 10, 10, 7.5, 7.5, 
    10, 10, 7.5, NA, 2.5, 10, 10, NA, NA, 7.5, 10, 10, 10, 10, 
    NA, 7.5, 7.5, 10, 5, 10, 10, 7.5, 10, NA, 7.5, 7.5, 10, NA, 
    7.5, 10, 10, 5, 2.5, 10, 10, 2.5, 7.5, 10, NA, 10, 10, 10, 
    10, 10, 7.5, 10, 7.5, 5, 7.5, 7.5, 10, NA, NA, 7.5, 10, 10, 
    10, 10, 7.5, NA, NA, NA, 10, 10, NA, 10, 2.5, 10, 10, NA, 
    10, NA, 7.5, 7.5, 10, 7.5, 7.5, 10, 10, 10, 2.5, 7.5, NA, 
    NA, NA, 10, 7.5, 5, 10, 7.5, 10, 10, 0, NA, 7.5, 7.5, NA, 
    NA, 10, NA, 10, NA, 10, 10, NA, 10, 2.5, 10, 7.5, 0, 10, 
    7.5, 10, NA, 10, 7.5, 10, 2.5, 10, NA, 7.5, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 7.5, NA, 10, 10, 7.5, NA, 10, 
    10, 7.5, 10, 10, 7.5, NA, NA, 7.5, 10, 10, 10, 10, 7.5, 10, 
    5, NA, 10, 10, 10, 10, 10, 7.5, 7.5, 10, 10, 7.5, NA, 2.5, 
    10, 10, NA, NA, 7.5, 10, 10, 10, 10, NA, 7.5, 7.5, 10, 5, 
    10, 10, 7.5, 10, NA, 7.5, 7.5, 10, NA, 7.5, 10, 10, 5, 2.5, 
    10, 10, 2.5, 7.5, 10, NA, 10, 10, 10, 10, 10, 7.5, 10, 7.5, 
    5, 7.5, 7.5, 10, NA, NA, 7.5, 10, 10, 10, 10, 7.5, NA, NA, 
    NA, 10, 10, NA, 10, 2.5, 10, 10, NA, 10, NA, 7.5, 7.5, 10, 
    7.5, 7.5, 10, 10, 10, 2.5, 7.5, NA, NA, NA, 10, 7.5, 5, 10, 
    10, 10, 10, 7.5, NA, 7.5, 10, NA, NA, 10, NA, 10, NA, 10, 
    10, 5, 10, NA, 10, 10, 10, 10, 7.5, 10, NA, 2.5, 7.5, 10, 
    7.5, 10, NA, 7.5, 10, 7.5, 10, 10, 10, 10, 10, 10, 7.5, 7.5, 
    10, 7.5, NA, 10, 10, 7.5, NA, 7.5, 10, 10, 10, 7.5, 7.5, 
    NA, NA, 10, 7.5, 10, 10, 10, 5, 7.5, 2.5, NA, 10, 10, 10, 
    10, 10, 7.5, 5, 10, 10, 5, NA, NA, 10, 10, NA, NA, 10, 10, 
    NA, NA, 10, NA, 5, 5, 10, 7.5, 10, 10, NA, 10, NA, 7.5, 10, 
    7.5, 7.5, 5, 10, 10, 7.5, 10, 10, 10, 5, 7.5, 10, NA, 10, 
    10, 10, 10, 10, 5, 10, 10, 7.5, 2.5, 10, 7.5, NA, 5, 7.5, 
    10, 10, 10, 10, 7.5, NA, NA, NA, 10, 10, 5, 10, NA, 7.5, 
    7.5, NA, 7.5, NA, 7.5, 10, 7.5, 5, 7.5, 10, 10, 10, 10, 5, 
    NA, 7.5, 7.5, 10, 7.5, 5, 10, 10, 10, 10, 7.5, NA, 7.5, 10, 
    NA, NA, 10, NA, 10, NA, 10, 10, 5, 10, NA, 10, 10, 10, 10, 
    7.5, 10, NA, 2.5, 7.5, 10, 7.5, 10, NA, 7.5, 10, 7.5, 10, 
    10, 10, 10, 10, 10, 7.5, 7.5, 10, 7.5, NA, 10, 10, 7.5, NA, 
    7.5, 10, 10, 10, 7.5, NA, NA, NA, 10, 7.5, 10, 10, 10, 5, 
    7.5, 2.5, NA, 10, 10, 10, 10, 10, 7.5, 5, 10, 10, 5, NA, 
    NA, 10, 10, NA, NA, NA, 10, NA, NA, 10, NA, 5, 5, 10, 7.5, 
    10, 10, NA, 10, NA, 7.5, 10, 7.5, 7.5, 5, 10, 10, 7.5, 10, 
    10, 10, 5, 7.5, 10, NA, 10, 10, 10, 10, 10, 5, 10, 10, 7.5, 
    2.5, 10, 7.5, NA, 5, 7.5, 10, 10, 10, 10, 7.5, NA, NA, NA, 
    10, 10, 5, 10, NA, 7.5, 7.5, NA, 7.5, NA, 7.5, 10, 7.5, 5, 
    7.5, 10, 10, 10, 10, 5, NA, 7.5, 7.5, 10, 7.5, 5, 10, 10, 
    10, 10, 7.5, NA, 7.5, 10, NA, NA, 10, NA, 10, NA, 10, 10, 
    5, 10, NA, 10, 10, 10, 10, 7.5, 10, NA, 2.5, 7.5, 10, 7.5, 
    10, NA, 7.5, 10, 7.5, 10, 10, 10, 10, 10, 10, 7.5, 7.5, 10, 
    7.5, NA, 10, 10, 7.5, NA, 7.5, 10, 10, 10, 7.5, NA, NA, NA, 
    10, 7.5, 10, 10, 10, 5, 7.5, 2.5, NA, 10, 10, 10, 10, 10, 
    7.5, 5, 10, 10, 5, NA, NA, 10, 10, NA, NA, NA, 10, NA, NA, 
    10, NA, 5, 5, 10, 7.5, 10, 10, NA, 10, NA, 7.5, 10, 7.5, 
    7.5, 5, 10, 10, 7.5, 10, 10, 10, 5, 7.5, 10, NA, 10, 10, 
    10, 10, 10, 5, 10, 10, 7.5, 2.5, 10, 7.5, NA, 5, 7.5, 10, 
    10, 10, 10, 7.5, NA, NA, NA, 10, 10, 5, 10, NA, 7.5, 7.5, 
    NA, 7.5, NA, 7.5, 10, 7.5, 5, 7.5, 10, 10, 10, 10, 5, NA, 
    7.5, 7.5, NA, 3.3333333330000001, 6.6666666670000003, 10, 
    NA, 10, 10, 6.6666666670000003, NA, 6.6666666670000003, 10, 
    NA, NA, 10, NA, 10, NA, 10, NA, 6.6666666670000003, 10, NA, 
    10, 10, NA, 10, 10, 10, NA, 6.6666666670000003, 6.6666666670000003, 
    10, 3.3333333330000001, 10, NA, 6.6666666670000003, NA, 10, 
    NA, 10, 10, 10, 10, 10, 6.6666666670000003, NA, 10, 6.6666666670000003, 
    NA, 10, 10, 6.6666666670000003, NA, NA, 10, 10, 10, 10, NA, 
    NA, NA, 10, 10, 10, 10, NA, 6.6666666670000003, 10, NA, NA, 
    10, 10, 10, NA, 10, 10, 6.6666666670000003, 10, 10, 6.6666666670000003, 
    NA, NA, 10, 10, NA, NA, NA, 10, NA, NA, 10, NA, 6.6666666670000003, 
    10, 10, 6.6666666670000003, 10, 10, NA, 6.6666666670000003, 
    NA, 6.6666666670000003, 10, NA, 6.6666666670000003, 10, 10, 
    10, 6.6666666670000003, 6.6666666670000003, 10, 10, 3.3333333330000001, 
    10, 10, NA, 6.6666666670000003, 10, 10, 10, 10, 6.6666666670000003, 
    10, 10, NA, 3.3333333330000001, 6.6666666670000003, 10, NA, 
    NA, 3.3333333330000001, 10, 10, 10, 10, 10, NA, NA, NA, 10, 
    10, 3.3333333330000001, 10, NA, 3.3333333330000001, 6.6666666670000003, 
    NA, 6.6666666670000003, NA, 3.3333333330000001, 6.6666666670000003, 
    10, 10, 6.6666666670000003, 10, 10, 10, 10, 3.3333333330000001, 
    6.6666666670000003, 6.6666666670000003, 3.3333333330000001, 
    NA, 3.3333333330000001, 6.6666666670000003, 10, NA, 10, 10, 
    6.6666666670000003, NA, 6.6666666670000003, 10, NA, NA, 10, 
    NA, 10, NA, 10, NA, 6.6666666670000003, 10, NA, 10, 10, NA, 
    NA, 10, 10, NA, 6.6666666670000003, 6.6666666670000003, 10, 
    3.3333333330000001, 10, NA, 6.6666666670000003, NA, 10, NA, 
    10, 10, 10, 10, 10, 6.6666666670000003, NA, 10, 6.6666666670000003, 
    NA, 10, 10, 6.6666666670000003, NA, NA, 10, 10, 10, 10, NA, 
    NA, NA, 10, 10, 10, 10, NA, 6.6666666670000003, 10, NA, NA, 
    10, 10, 10, NA, 10, 10, 6.6666666670000003, 10, 10, 6.6666666670000003, 
    NA, NA, 10, NA, NA, NA, NA, 10, NA, NA, 10, NA, 6.6666666670000003, 
    10, 10, 6.6666666670000003, 10, 10, NA, 6.6666666670000003, 
    NA, 6.6666666670000003, 10, NA, 6.6666666670000003, 10, 10, 
    10, 6.6666666670000003, 6.6666666670000003, 10, 10, 3.3333333330000001, 
    10, 10, NA, 6.6666666670000003, 10, 10, 10, 10, NA, 10, 10, 
    NA, NA, 6.6666666670000003, 10, NA, NA, 3.3333333330000001, 
    10, 10, 10, 10, 10, NA, NA, NA, 10, 10, 3.3333333330000001, 
    10, NA, 3.3333333330000001, 6.6666666670000003, NA, 6.6666666670000003, 
    NA, 3.3333333330000001, 6.6666666670000003, 10, 10, 6.6666666670000003, 
    10, 10, 10, 10, 3.3333333330000001, NA, 6.6666666670000003, 
    3.3333333330000001, NA, 3.3333333330000001, 6.6666666670000003, 
    10, NA, 10, 10, 6.6666666670000003, NA, 6.6666666670000003, 
    10, NA, NA, 10, NA, 10, NA, 10, NA, 6.6666666670000003, 10, 
    NA, 10, 10, NA, NA, 10, 10, NA, 6.6666666670000003, 6.6666666670000003, 
    10, 3.3333333330000001, 10, NA, 6.6666666670000003, NA, 10, 
    NA, 10, 10, 10, 10, 10, 6.6666666670000003, NA, 10, 6.6666666670000003, 
    NA, 10, 10, 6.6666666670000003, NA, NA, 10, 10, 10, 10, NA, 
    NA, NA, 10, 10, 10, 10, NA, 6.6666666670000003, 10, NA, NA, 
    10, 10, 10, NA, 10, 10, 6.6666666670000003, 10, 10, 6.6666666670000003, 
    NA, NA, 10, NA, NA, NA, NA, 10, NA, NA, 10, NA, 6.6666666670000003, 
    10, 10, 6.6666666670000003, 10, 10, NA, 6.6666666670000003, 
    NA, 6.6666666670000003, 10, NA, 6.6666666670000003, 10, 10, 
    10, 6.6666666670000003, 6.6666666670000003, 10, 10, 3.3333333330000001, 
    10, 10, NA, 6.6666666670000003, 10, 10, 10, 10, NA, 10, 10, 
    NA, NA, 6.6666666670000003, 10, NA, NA, 3.3333333330000001, 
    10, 10, 10, 10, 10, NA, NA, NA, 10, 10, 3.3333333330000001, 
    10, NA, 3.3333333330000001, 6.6666666670000003, NA, 6.6666666670000003, 
    NA, 3.3333333330000001, 6.6666666670000003, 10, 10, 6.6666666670000003, 
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    NA, 10, 10, NA, 10, 2.5, 10, 7.5, 0, 10, 7.5, 10, NA, 10, 
    10, 10, 5, 10, NA, 7.5, 10, 10, 7.5, 10, 10, 10, 10, 10, 
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    10, NA, 10, 10, 10, 10, 10, 7.5, 10, 7.5, 7.5, 5, 10, 10, 
    NA, NA, 5, 10, 10, 10, 10, 7.5, 7.5, NA, NA, 10, 10, NA, 
    10, 2.5, 5, 7.5, NA, 10, NA, 10, 5, 7.5, 7.5, 5, 10, 10, 
    10, 5, 5, NA, NA, 7.5, 10, 7.5, 7.5, 10, 7.5, 10, 10, 7.5, 
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    10, 5, 7.5, 7.5, 5, 10, 10, 10, 5, 5, NA, NA, 7.5, 10, 7.5, 
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    10, NA, 10, 10, NA, 10, 2.5, 10, 7.5, 0, 10, 7.5, 10, NA, 
    10, 10, 10, 5, 10, NA, 7.5, 10, 10, 7.5, 10, 10, 10, 10, 
    10, 7.5, 10, 10, 2.5, NA, 10, 10, 2.5, NA, 10, 10, 10, 10, 
    10, 7.5, NA, NA, 10, 10, 10, 10, 10, 7.5, 5, 5, NA, 10, 10, 
    10, 10, 10, 5, 7.5, 10, 10, 7.5, NA, 7.5, 10, 10, NA, NA, 
    5, 10, 10, 7.5, 10, NA, 7.5, 7.5, 10, 5, 10, 10, 7.5, 5, 
    NA, 7.5, 7.5, 10, 7.5, 5, 10, 10, 7.5, 2.5, 7.5, 10, 5, 7.5, 
    10, NA, 10, 10, 10, 10, 10, 7.5, 10, 7.5, 7.5, 5, 10, 10, 
    NA, NA, 5, 10, 10, 10, 10, 7.5, NA, NA, NA, 10, 10, NA, 10, 
    2.5, 5, 7.5, NA, 10, NA, 10, 5, 7.5, 7.5, 5, 10, 10, 10, 
    5, 5, NA, NA, 7.5, 10, 7.5, 7.5, 10, 10, 10, 10, 7.5, NA, 
    2.5, 10, NA, NA, 10, NA, 10, NA, 10, 10, 7.5, 10, NA, 10, 
    10, 10, 10, 10, 10, NA, 5, 7.5, 10, 5, 7.5, NA, 5, 10, 10, 
    10, 10, 10, 10, 10, 10, 7.5, 7.5, 10, 7.5, NA, 10, 10, 7.5, 
    NA, 10, 10, 10, 10, 7.5, 7.5, NA, NA, 10, 7.5, 10, 10, 10, 
    10, 7.5, 2.5, NA, 10, 10, 10, 10, 10, 10, 7.5, 10, 7.5, 5, 
    NA, NA, 10, 10, NA, NA, 7.5, 10, NA, NA, 10, NA, 7.5, 7.5, 
    10, 7.5, 10, 10, NA, 10, NA, 7.5, 10, 5, 7.5, 5, 10, 10, 
    10, 10, 10, 10, 5, 7.5, 10, NA, 10, 10, 7.5, 10, 10, 5, 10, 
    10, 7.5, 2.5, 10, 10, NA, 7.5, 5, 10, 10, 7.5, 10, 7.5, NA, 
    NA, NA, 10, 10, 7.5, 10, NA, 10, 5, NA, 7.5, NA, 5, 5, 7.5, 
    10, 2.5, 10, 10, 10, 7.5, 2.5, NA, 7.5, 7.5, 10, 7.5, 7.5, 
    10, 10, 10, 10, 7.5, NA, 2.5, 10, NA, NA, 10, NA, 10, NA, 
    10, 10, 7.5, 10, NA, 10, 10, 10, 10, 10, 10, NA, 5, 7.5, 
    10, 5, 7.5, NA, 5, 10, 10, 10, 10, 10, 10, 10, 10, 7.5, 7.5, 
    10, 7.5, NA, 10, 10, 7.5, NA, 10, 10, 10, 10, 7.5, NA, NA, 
    NA, 10, 7.5, 10, 10, 10, 10, 7.5, 2.5, NA, 10, 10, 10, 10, 
    10, 10, 7.5, 10, 7.5, 5, NA, NA, 10, 10, NA, NA, NA, 10, 
    NA, NA, 10, NA, 7.5, 7.5, 10, 7.5, 10, 10, NA, 10, NA, 7.5, 
    10, 5, 7.5, 5, 10, 10, 10, 10, 10, 10, 5, 7.5, 10, NA, 10, 
    10, 7.5, 10, 10, 5, 10, 10, 7.5, 2.5, 10, 10, NA, 7.5, 5, 
    10, 10, 7.5, 10, 7.5, NA, NA, NA, 10, 10, 7.5, 10, NA, 10, 
    5, NA, 7.5, NA, 5, 5, 7.5, 10, 2.5, 10, 10, 10, 7.5, 2.5, 
    NA, 7.5, 7.5, 10, 7.5, 7.5, 10, 10, 10, 10, 7.5, NA, 2.5, 
    10, NA, NA, 10, NA, 10, NA, 10, 10, 7.5, 10, NA, 10, 10, 
    10, 10, 10, 10, NA, 5, 7.5, 10, 5, 7.5, NA, 5, 10, 10, 10, 
    10, 10, 10, 10, 10, 7.5, 7.5, 10, 7.5, NA, 10, 10, 7.5, NA, 
    10, 10, 10, 10, 7.5, NA, NA, NA, 10, 7.5, 10, 10, 10, 10, 
    7.5, 2.5, NA, 10, 10, 10, 10, 10, 10, 7.5, 10, 7.5, 5, NA, 
    NA, 10, 10, NA, NA, NA, 10, NA, NA, 10, NA, 7.5, 7.5, 10, 
    7.5, 10, 10, NA, 10, NA, 7.5, 10, 5, 7.5, 5, 10, 10, 10, 
    10, 10, 10, 5, 7.5, 10, NA, 10, 10, 7.5, 10, 10, 5, 10, 10, 
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    NA, 10, 10, 7.5, 10, NA, 10, 5, NA, 7.5, NA, 5, 5, 7.5, 10, 
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    10, NA, 10, NA, 10, NA, 10, 10, NA, 10, 10, NA, 10, 10, 10, 
    NA, 10, 10, 10, 0, 10, NA, 10, NA, 10, NA, 10, 10, 10, 10, 
    10, 3.3333333330000001, NA, 10, 0, NA, 10, 10, 10, NA, NA, 
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    10, NA, 10, NA, 10, 10, 10, 10, 10, 3.3333333330000001, NA, 
    10, 0, NA, 10, 10, 10, NA, NA, 6.6666666670000003, 10, 10, 
    10, NA, NA, NA, 10, 6.6666666670000003, 10, 10, NA, 10, 10, 
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    10, NA, NA, 6.6666666670000003, 10, 10, 10, NA, NA, NA, 10, 
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    7.75, 7.3902233510000004, 8.1999999999999993, 6.595238095, 
    9.7261904759999993, 9.5238095240000007, 7.154761905, 5.3928571429999996, 
    8.1547619050000009, 9.75, 5.345238095, 6.770574646, 8.5119047620000003, 
    8.625, 6.9166666670000003, 8.110202632, 8.0482027309999999, 
    8.8571428569999995, 9.5119047620000003, 7.0714285710000002, 
    8.8928571430000005, 6.1567335920000001, 6.30952381, 5.9690928230000004, 
    8.2142857140000007, 8.8690476189999998, 7.6041666670000003, 
    7.5625, 6.6428571429999996, 9.3452380949999991, 9.30952381, 
    8.6547336510000008, 9.2142857140000007, 6.654761905, NA, 
    8.4583333330000006, 4.2363093269999998, 9.7619047620000003, 
    9.6666666669999994, 0.20833333300000001, 9.2142857140000007, 
    4.4523809520000004, 7.6785714289999998, 7.1953019999999999, 
    8.3958333330000006, 8.2738095240000007, 8.6666666669999994, 
    8.30952381, 5.0243365979999997, 7.9166666670000003, 5.904761905, 
    6.3809523810000002, 9.25, 9.3214285710000002, 9.3571428569999995, 
    5.154761905, 5.1849686640000003, 4.1574715360000001, 6.9375, 
    6.8166666669999998, 8.6785714289999998, 7.5476190479999996, 
    6.6309523810000002, 8.5833333330000006, 8.2738095240000007, 
    9.4047619050000009, 9.3333333330000006, 5.167316091, 9.1041666669999994, 
    4.4880952379999997, 8.0074147559999993, 9.1875, NA, 9.7619047620000003, 
    8.7708333330000006, 9.0357142859999993, 7.1875, 8.5476190479999996, 
    8.7023809520000004, 7.44047619, 8.3486380520000001, 6.1041666670000003, 
    8.9047619050000009, 8.7261904759999993, 7.4642857139999998, 
    8.0476190479999996, 7.7738095239999998, 9.4761904759999993, 
    8.9375, 5.2142857139999998, 6.4166666670000003, 9.1190476189999998, 
    5.6210835790000004, 7.5512631819999996, 6.0274447689999997, 
    6.6517172459999996, 9.5119047620000003, 8.1785714289999998, 
    9, 9.3690476189999998, 9.5238095240000007, 9.7261904759999993, 
    8.9047619050000009, 8.05952381, 5.9736378319999996, 7.9285714289999998, 
    9.6190476189999998, 6.287469432, 7, 9.7023809520000004, 9.4047619050000009, 
    7.2857142860000002, 4.1345919719999999, 8.3928571430000005, 
    9.4642857140000007, 9.2619047620000003, 8.6190476189999998, 
    5.7976190479999996, 7.0238095239999998, 6.6041666670000003, 
    8.3541666669999994, 8.69047619, 5.5357142860000002, 8.8571428569999995, 
    9.0119047620000003, 9.7142857140000007, 7.6699383220000001, 
    7.8809523810000002, 3.782871783, NA, 9.5476190479999996, 
    8.6349073409999999, 9.0477115240000003, 9.5714285710000002, 
    9.2619047620000003, 6.9699320719999998, 6.0119047620000003, 
    7.6932182019999997, 8.7142857140000007, 6.043472693, 6.2920731639999996, 
    NA, 9.3214285710000002, 8.3928571430000005, 7.7916666670000003, 
    NA, 6.4166666670000003, 9.4285714289999998, 9.5833333330000006, 
    6.0664429929999999, 8.0833333330000006, 7.4583333329999997, 
    6.25, 5.6428571429999996, 9.44047619, 7.5833333329999997, 
    9.30952381, 7.7812008490000002, 7.5416666670000003, 8.9523809520000004, 
    8.0416666669999994, 7.2434798090000001, 8.7738095240000007, 
    6.6666666670000003, 8.0714285710000002, 6.2380952379999997, 
    9.7738095240000007, 9.5714285710000002, 8.2261904759999993, 
    8.5714285710000002, 8.4644800599999996, 9.75, 6.05952381, 
    6.7084397170000001, 8.4761904759999993, 8.6875, 8.3333333330000006, 
    8.2230991370000002, 6.6111215689999998, 9.1785714289999998, 
    9.5119047620000003, 6.3690476189999998, 8.8928571430000005, 
    7.4476627789999998, 6.9304183479999999, 4.6307757870000001, 
    8.5714285710000002, 8.6428571430000005, 7.4791666670000003, 
    7.2261904760000002, 6.2857142860000002, 9.3452380949999991, 
    9.3214285710000002, 8.7142857140000007, 8.8571428569999995, 
    7.0119047620000003, NA, 8.5208333330000006, 6.1666666670000003, 
    9.7619047620000003, 9.7023809520000004, 3.539360566, 9.25, 
    6.0416666670000003, 7.3607348100000003, 6.5861785609999997, 
    8.3958333330000006, 7.0833333329999997, 8.8125, 7.3928571429999996, 
    6.5079152110000003, 7.5238095239999998, 7.5238095239999998, 
    5.6666666670000003, 9.2619047620000003, 9.3526249910000008, 
    9.2619047620000003, 7.3333333329999997, 5.0165816149999998, 
    6.1875, 7.2142857139999998, 6.8928571429999996, 8.6785714289999998, 
    7.4642857139999998, 6.6666666670000003, 8.55952381, 8.30952381, 
    9.4523809520000004, 9.3333333330000006, 5.081170223, 9.1875, 
    3.389377541, 7.8676503499999999, 9.1875, NA, 9.7619047620000003, 
    8.7708333330000006, 9.0476190479999996, NA, 8.5476190479999996, 
    8.75, 7.44047619, 8.2390941909999995, 6.1041666670000003, 
    8.94047619, 8.7233158070000005, 7.3943340820000003, 6.9841807170000001, 
    7.7857142860000002, 9.44047619, 8.9375, 5.7261904760000002, 
    6.3690476189999998, 9.1190476189999998, 5.6566311809999998, 
    7.5810365649999998, 5.6621040889999996, 6.9880952379999997, 
    9.5119047620000003, 7.94047619, 9, 9.3571428569999995, 9.5238095240000007, 
    9.7261904759999993, 8.9523809520000004, 7.1806821750000003, 
    7.2182694930000002, 7.845238095, 9.6190476189999998, 6.2525180530000002, 
    6.875, 9.7023809520000004, 9.4047619050000009, 7.25, 4.0919155050000002, 
    8.3571428569999995, 9.4642857140000007, 9.2619047620000003, 
    8.75, 7.2738095239999998, NA, 6.6041666670000003, 8.375, 
    8.7261904759999993, 5.6190476189999998, 8.94047619, 8.9642857140000007, 
    9.6785714289999998, 7.7251750279999998, 7.8235531170000003, 
    3.3294416720000002, NA, 9.5476190479999996, 7.160605554, 
    9.0117206979999995, 9.5238095240000007, 9.30952381, 7.4642857139999998, 
    6.0476190479999996, 8.1666666669999994, 8.75, 6.44047619, 
    6.0749780040000001, NA, 9.2857142859999993, 6.9642857139999998, 
    7.6458333329999997, NA, NA, 9.4285714289999998, 9.5833333330000006, 
    7.2083333329999997, 7.9761904760000002, 7.3958333329999997, 
    6.25, 6.845238095, 9.4880952379999997, 7.654761905, 9.30952381, 
    7.4215632659999997, 7.5416666670000003, 8.9523809520000004, 
    8.1875, 7.2000011720000003, 8.8809523810000002, 6.6190476189999998, 
    8.0714285710000002, 5.6142886179999998, 9.7380952379999997, 
    9.6071428569999995, 8.2619047620000003, 8.6428571430000005, 
    8.3887414279999994, 9.75, 6.05952381, 6.6225675270000002, 
    8.5119047620000003, 8.75, 8.25, 8.69047619, 7.2149901439999997, 
    9.2142857140000007, 9.5476190479999996, 6.3690476189999998, 
    8.8571428569999995, 7.5669072599999998, 6.602764605, 4.494016877, 
    8.4047619050000009, 8.6428571430000005, NA, 7.2261904760000002, 
    6.2857142860000002, 9.3928571430000005, 9.3214285710000002, 
    8.6309523810000002, 8.9047619050000009, 7.0476190479999996, 
    NA, 8.75, 6.25, 9.7619047620000003, 9.7023809520000004, 3.3911208610000001, 
    9.25, 6.1041666670000003, 7.4946620849999999, 6.4469475479999998, 
    8.3958333330000006, 6.9166666670000003, 8.75, 7.4285714289999998, 
    6.4898544530000004, 7.595238095, 7.6309523810000002, 5.75, 
    9.3452380949999991, 9.5, 9.2619047620000003, 7.3214285710000002, 
    5.076507007, 5.8788052410000002, 7.2619047620000003, 6.80952381, 
    8.5952380949999991, 7.4166666670000003, 6.7023809520000004, 
    8.6428571430000005, 8.1428571430000005, 9.4523809520000004, 
    9.3333333330000006, 4.9633124549999996, 9.125, 3.4419410250000002, 
    8.1785714289999998, 9.125, NA, 9.7619047620000003, 8.8333333330000006, 
    9.0476190479999996, NA, 7.1777715249999998, 8.75, 7.44047619, 
    8.2352623959999995, 6.1041666670000003, 8.94047619, 8.80952381, 
    7.3896525339999997, 8.1785714289999998, 7.7142857139999998, 
    9.4761904759999993, 8.9375, 5.7261904760000002, 6.3690476189999998, 
    9.1190476189999998, 5.5797231910000002, 7.8112099380000002, 
    6.916930464, 6.1666666670000003, 9.4761904759999993, 5.9425004069999998, 
    9, 9.44047619, 9.5238095240000007, 9.7261904759999993, 7.4919554929999999, 
    8.19047619, 7.1817347189999996, 6.4642857139999998, 9.5476190479999996, 
    6.2341846780000001, 6.8125, 9.75, 9.3214285710000002, 7.2857142860000002, 
    4.2142867419999996, 8.2738095240000007, 9.4642857140000007, 
    9.2619047620000003, 9.0357142859999993, 6.2824599650000001, 
    NA, 7.1875, 8.3958333330000006, 8.69047619, 5.6190476189999998, 
    9.0119047620000003, 8.9642857140000007, 9.6785714289999998, 
    7.7962299960000001, 7.8809523810000002, 3.5623522539999999, 
    NA, 9.5952380949999991, 8.3951253300000008, 9, 9.5357142859999993, 
    9.4047619050000009, 7.4642857139999998, 6.0803825610000004, 
    8.2023809520000004, 8.7142857140000007, 6.5238095239999998, 
    6.067491296, NA, 9.2857142859999993, 8.4642857140000007, 
    7.6458333329999997, NA, NA, 9.44047619, 9.6458333330000006, 
    7.3541666670000003, 8.05952381, 6.9791666670000003, 6.2857142860000002, 
    7.5357142860000002, 9.4880952379999997, 7.4761904760000002, 
    9.3452380949999991, 7.1236751089999997, 7.4583333329999997, 
    8.9523809520000004, 8.25, 7.1154288770000003, 8.8571428569999995, 
    5.7918459650000003, 8.0357142859999993, 6.25, 9.69047619, 
    9.5714285710000002, 8.30952381, 8.6785714289999998, 8.5075295319999995, 
    9.75, 6.05952381, 6.4906926609999998, 7.0833333329999997, 
    8.8125, 6.8571428570000004, 7.2261904760000002, 7.2503136460000004, 
    9.2619047620000003, 9.5476190479999996, 6.3690476189999998, 
    8.8928571430000005, 7.6143582690000002, 6.6330689070000002, 
    4.69047619, 8.2857142859999993, 8.6785714289999998, NA, 5.7976190479999996, 
    6.2857142860000002, 9.44047619, 9.2619047620000003, 8.6666666669999994, 
    8.9523809520000004, 7.0833333329999997, NA, 8.9166666669999994, 
    6.3125, 9.7619047620000003, 9.7023809520000004, 3.9161547759999999, 
    9.2976190479999996, 6.1041666670000003, 7.8571428570000004, 
    6.5292044000000002, 8.3958333330000006, 6.9523809520000004, 
    8.8125, 6.1367980879999999, 7.2966983990000003, 7.1167354490000001, 
    7.6785714289999998, 5.8214285710000002, 9.3452380949999991, 
    9.5, 9.2619047620000003, 6.8365637179999998, 5.006036828, 
    2.9813331879999998, 7.2380952379999997, 6.7023809520000004, 
    7.6041666670000003, 6.7023809520000004, 6.5511954450000003, 
    8.2606031529999999, 6.7708333329999997, 9.44047619, 9.3333333330000006, 
    7.0207937559999998, 9.125, 4.9880952379999997, 8.4310869050000008, 
    9.125, NA, 9.7142857140000007, 8.7708333330000006, 9.0476190479999996, 
    NA, 8.6309523810000002, 7.8125, 7.9166666670000003, 8.5821705169999998, 
    6.1041666670000003, 7.5476190479999996, 8.8452380949999991, 
    6.0065041299999997, 8.1785714289999998, 7.391801836, 9.4761904759999993, 
    8.9375, 7.7976190479999996, 6.845238095, 9.1547619050000009, 
    4.5006302549999999, 7.8063455429999999, 5.5292095100000003, 
    8.0119047620000003, 9.1458333330000006, 8, 8.1875, 9.44047619, 
    9.5238095240000007, 9.69047619, 8.9523809520000004, 8.3690476189999998, 
    6.1258720980000003, 8.0208333330000006, 9.5476190479999996, 
    5.0896066969999998, 6.8125, 9.75, 9.3571428569999995, 7.55952381, 
    4.1684220649999997, 7.4583333329999997, 8.9880952379999997, 
    9.2976190479999996, 7.751182655, 8.3452380949999991, NA, 
    7.1875, 8.6041666669999994, 8.7261904759999993, 6.2619047620000003, 
    9.0476190479999996, 9.1309523810000002, 9.6041666669999994, 
    8.4532797909999999, 8.2459680909999999, 4.0475933719999997, 
    NA, 9.5476190479999996, 9.1309523810000002, 9.0119047620000003, 
    9.1875, 9.44047619, 7.7142857139999998, 6.5910448940000004, 
    8.4523809520000004, 8.5952380949999991, 6.4044574240000003, 
    5.519715165, NA, 9.3214285710000002, 6.4880952379999997, 
    7.6458333329999997, NA, NA, 9.44047619, 9.6458333330000006, 
    7.75, 8.0238095240000007, 7.3125, 5.654761905, 9.3333333330000006, 
    9.4880952379999997, 7.55952381, 8.9166666669999994, 6.8656515029999996, 
    6.6939893079999999, 7.9166666670000003, 8.0833333330000006, 
    6.9642857139999998, 8.7738095240000007, 4.539520349, 8.5952380949999991, 
    6.80952381, 9.6071428569999995, 9.6428571430000005, 7.75, 
    7.7738095239999998, 8.3130747080000003, 9.7142857140000007, 
    4.5119047620000003, 7.2572376490000003, 8.5357142859999993, 
    8.9791666669999994, 6.845238095, 8.69047619, 8.1379812240000007, 
    9.2619047620000003, 9.5476190479999996, 5.80952381, 8.8452380949999991, 
    7.6685708899999998, 3.2685572540000001, 4.6860064059999997, 
    7.8571428570000004, 9.0357142859999993, NA, 7.375, 5.654761905, 
    9.3928571430000005, 9.2619047620000003, 9.0714285710000002, 
    9.3452380949999991, 7.8333333329999997, NA, 8.9166666669999994, 
    6.3125, 9.7261904759999993, 9.6547619050000009, 3.9354960619999999, 
    9.3452380949999991, 6.1666666670000003, 7.19047619, 6.2415523190000002, 
    8.3958333330000006, 6.9523809520000004, 8.8125, 4.5443063260000001, 
    6.0210968109999996, 7.5027991590000003, 8.5238095240000007, 
    6.5714285710000002, 9.4285714289999998, 9.5238095240000007, 
    9.2619047620000003, 7.2023809520000004, 4.550217054, 5.4414745030000002, 
    7.3214285710000002, 6.345238095, 7.6666666670000003, 6.6309523810000002, 
    7.845238095, 8.6309523810000002, 6.6875, 9.3928571430000005, 
    9.3333333330000006, 4.8039081399999999, 9.125, 6.4642857139999998, 
    8.3571428569999995, 9.125, NA, 9.7142857140000007, 8.8333333330000006, 
    9.0476190479999996, NA, 8.7619047620000003, 7.8125, 7.9166666670000003, 
    8.617177023, NA, 9.0119047620000003, 8.8452380949999991, 
    6.375, NA, 8.0693427510000006, 9.4761904759999993, NA, 7.7976190479999996, 
    6.7619047620000003, 9.1071428569999995, 4.5694837619999999, 
    7.3182511579999998, 5.5160862100000001, 6.5833333329999997, 
    9.0625, 8.0714285710000002, 8.25, 9.44047619, 9.55952381, 
    9.7619047620000003, 8.9761904759999993, 8.5238095240000007, 
    6.2932680090000002, 5.4791666670000003, 9.5952380949999991, 
    5.0878626259999997, 6.9791666670000003, 9.75, 9.3571428569999995, 
    7.4880952379999997, NA, 7.125, 8.9880952379999997, 9.2976190479999996, 
    9.0714285710000002, 6.8809523810000002, NA, 7.25, 8.6041666669999994, 
    8.6785714289999998, 6.3214285710000002, 9, 9.3452380949999991, 
    9.6041666669999994, 8.5465824670000003, 8.4045978819999991, 
    4.1304081119999996, NA, 9.5952380949999991, 7.7380952379999997, 
    9.0476190479999996, 9.3125, 9.44047619, 7.7142857139999998, 
    5.7616099539999999, 7.9663911220000001, 8.0952380949999991, 
    6.404761905, 5.7708333329999997, NA, 8.3928571430000005, 
    NA, 7.1458333329999997, NA, NA, 9.7976190479999996, 7.875, 
    6.7708333329999997, 7.7459538390000002, 6.5625, 6.2023809520000004, 
    9.4880952379999997, 9.69047619, 8.0687591899999997, 7.69047619, 
    8.6296057009999991, 9.3125, 7.9523809520000004, 6.4166666670000003, 
    7.8601049490000001, 7.2142857139999998, 7.9856990310000002, 
    8.94047619, 9.0729197819999996, 9.6785714289999998, 8.6190476189999998, 
    6.9285714289999998, 8.0238095240000007, 7.0503343940000001, 
    7.845238095, 4.8333333329999997, 9.0896670420000003, 9.4523809520000004, 
    7.0625, 7.2261904760000002, 8.5238095240000007, 7.8690476189999998, 
    9.5952380949999991, 8.19047619, NA, 7.6785714289999998, 7.0730768749999999, 
    9.1041666669999994, NA, 8.4285714289999998, 8.3809523810000002, 
    NA, 6.5625, 6.9642857139999998, 9.2619047620000003, 9.2976190479999996, 
    9.1428571430000005, 9.2619047620000003, 6.2621719230000004, 
    NA, NA, NA, 9.7619047620000003, 9.6547619050000009, 4.0385436370000001, 
    9.3452380949999991, NA, 7.1190476189999998, 6.7976190479999996, 
    NA, 6.904761905, 8.875, 4.4070272419999998, 6.18448625, 8.3333333330000006, 
    8.6428571430000005, 6.5714285710000002, 9.4285714289999998, 
    9.4761904759999993, 9.30952381, 6.6645915120000003, 4.6503523309999997, 
    NA, 7.25, 6.2142857139999998, 7.6666666670000003, 6.7023809520000004, 
    7.8809523810000002, 8.6309523810000002, 5.7028676479999998, 
    9.3928571430000005, 9.3333333330000006, 6.4111121799999999, 
    9.125, 6.4642857139999998, 8.0737330939999996, 9.125, NA, 
    9.7142857140000007, 8.8333333330000006, 9.1190476189999998, 
    NA, 7.3690476189999998, 7.875, 8.0119047620000003, 8.7142857140000007, 
    NA, 7.5476190479999996, 8.8452380949999991, 6.0705772490000003, 
    NA, 8.0393606430000002, 9.4761904759999993, NA, 7.7976190479999996, 
    6.7976190479999996, 9.1428571430000005, 4.5293272680000003, 
    8.30952381, 5.4197607999999997, 8.0357142859999993, 9.0625, 
    7.962446645, 5.8125, 9.44047619, 9.55952381, 9.7619047620000003, 
    7.5119047620000003, 8.5439773849999998, 6.3275913629999998, 
    8.0416666669999994, 9.6309523810000002, 5.2156531040000003, 
    7.7083333329999997, 9.75, 9.3928571430000005, 7.55952381, 
    NA, 4.5208333329999997, 9.0238095240000007, 9.2976190479999996, 
    9.0714285710000002, 6.8809523810000002, NA, 7.375, 8.6041666669999994, 
    8.5714285710000002, 7.9880952379999997, 9.0357142859999993, 
    9.44047619, 9.6666666669999994, 8.3808105210000008, 8.3928571430000005, 
    5.2867373830000002, NA, 9.5952380949999991, 6.8848302889999999, 
    9.0833333330000006, 9.375, 9.44047619, 7.6666666670000003, 
    6.7380952379999997, 7.8850883190000003, 8.6666666669999994, 
    6.9642857139999998, 6.2708333329999997, NA, 9.4285714289999998, 
    NA, 7.6458333329999997, NA, NA, 9.5119047620000003, 9.6458333330000006, 
    7.8125, 8.5476190479999996, 7.2708333329999997, 5.6190476189999998, 
    9.25, 9.4880952379999997, 7.404761905, 8.9523809520000004, 
    7.567311718, 6.7083333329999997, 7.8571428570000004, 8.0833333330000006, 
    7.0833333329999997, 8.8928571430000005, 4.4176399469999996, 
    8.7857142859999993, 7.7461391849999996, 9.6547619050000009, 
    9.6785714289999998, 7.7023809520000004, 7.5833333329999997, 
    8.3099639199999995, 9.75, 4.5119047620000003, 7.6071692300000002, 
    8.5357142859999993, 8.9166666669999994, 6.8928571429999996, 
    8.5550082270000001, 7.851944864, 9.2976190479999996, 9.5952380949999991, 
    NA, 8.80952381, 7.3058527140000002, 5.7916666670000003, NA, 
    7.7996086150000004, 8.7738095240000007, NA, 7.2291666670000003, 
    5.3595656800000002, 9.3452380949999991, 9.30952381, 9.1428571430000005, 
    9.2619047620000003, 6.2137037670000002, NA, NA, NA, 9.7261904759999993, 
    9.6547619050000009, 4.1071428570000004, 9.3452380949999991, 
    NA, 7.1309523810000002, 6.2012129480000002, NA, 6.9880952379999997, 
    8.875, 4.75, 6.4523809520000004, 8.3333333330000006, 8.5714285710000002, 
    6.654761905, 9.4285714289999998, 9.4761904759999993, 9.2976190479999996, 
    6.7780792180000002, 4.5980009879999999, NA, 7.2023809520000004, 
    6.0476190479999996), pf_identity_legal = c(0, NA, 10, 10, 
    7, 7, 10, 0, NA, NA, 0, NA, 7, 7, NA, NA, 0, 10, 7, 7, 0, 
    0, 7, NA, NA, NA, NA, 7, NA, NA, NA, 0, 7, 10, NA, NA, 0, 
    NA, 10, 10, 7, 10, 0, 10, NA, 0, 7, NA, NA, 7, 10, NA, NA, 
    7, 10, NA, 7, 0, NA, NA, NA, 0, 0, 7, 10, 7, 7, 10, 7, NA, 
    10, NA, 7, 0, 7, NA, 7, 10, 7, NA, 7, NA, 10, NA, 0, NA, 
    NA, 10, 7, 7, NA, 10, 7, NA, 10, NA, NA, 10, 10, 7, 7, NA, 
    10, 0, 7, 10, 7, 7, 0, NA, NA, 10, NA, 10, 7, NA, 0, 10, 
    10, 7, 7, NA, 7, 7, NA, NA, NA, 7, NA, NA, 7, 7, 7, 7, 7, 
    7, NA, NA, 7, 10, 7, NA, NA, NA, 0, 0, NA, NA, NA, NA, 7, 
    0, 7, NA, 7, 7, 10, 0, 7, NA, 10, 0, 0, NA, 10, 10, 7, 7, 
    10, 0, NA, NA, 0, NA, NA, 7, NA, NA, 0, 10, 7, 7, 0, 0, 7, 
    NA, NA, NA, NA, 7, NA, NA, NA, 0, 7, 10, NA, NA, 0, NA, 10, 
    10, 7, 10, 0, 10, NA, 0, 7, NA, NA, 7, 10, NA, NA, 7, 10, 
    NA, 7, 0, NA, NA, NA, 0, 0, 7, 10, 7, 7, 10, 7, NA, 10, NA, 
    7, 0, 7, NA, 7, 10, 7, NA, 7, NA, 10, NA, 0, NA, NA, 10, 
    7, 7, NA, 10, 7, NA, 10, NA, NA, 10, 10, 7, 7, NA, 10, 0, 
    7, 10, 7, 7, 0, NA, NA, 10, NA, 10, 7, NA, 0, 10, 10, 7, 
    7, NA, 7, 7, NA, NA, NA, 7, NA, NA, 7, 7, 7, 7, 7, 7, NA, 
    NA, 7, 10, 7, NA, NA, NA, 0, 0, NA, NA, NA, NA, 7, 0, 7, 
    NA, 7, 7, 10, 0, 7, NA, 10, 0, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA), pf_identity_parental_marriage = c(10, 0, 10, 10, 
    10, 10, 10, 10, 10, 0, 0, 10, 10, 10, 10, 10, NA, 10, 10, 
    5, 10, 0, 10, 10, 5, 10, 10, 10, NA, 5, 0, 0, 10, 10, 0, 
    10, 5, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 
    10, 0, 10, 5, 10, 10, 5, 5, 0, 5, NA, 5, 10, 10, 10, 10, 
    5, 5, 0, 0, 10, 10, 10, 10, 10, 0, 10, 5, 10, 0, 10, 10, 
    10, 5, 5, 10, 0, 10, 10, 10, 10, 10, 5, 0, 10, 0, 10, 10, 
    10, 10, 10, 5, 10, 0, 10, 10, 10, 10, 5, 5, 5, 10, 0, 0, 
    10, 5, 10, 10, 0, 10, 10, 0, 10, 10, 5, 0, 0, 10, NA, 10, 
    10, 10, 10, 10, 10, 0, 0, 10, 5, 10, 10, 0, 10, 10, 5, 10, 
    5, 5, 10, 5, 10, 5, 10, 0, 10, 10, 10, 10, 10, 0, 0, 0, 10, 
    0, 10, 10, 10, 10, 10, 10, 10, 0, 0, 10, NA, 10, 10, 10, 
    NA, 10, 10, 5, 10, 0, 10, 10, 5, 10, 10, 10, NA, 5, 0, 0, 
    10, 10, 0, 10, 5, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 
    10, 10, 10, 10, 0, 10, 5, 10, 10, 5, 5, 0, 5, NA, 5, 10, 
    10, 10, 10, 5, 5, 0, NA, 10, 10, 10, 10, 10, 0, 10, 5, 10, 
    0, 10, 10, 10, 5, 5, 10, 0, 10, 10, 10, 10, 10, 5, 0, 10, 
    0, 10, 10, 10, 10, 10, 5, 10, 0, 10, 10, 10, 10, 5, 5, 5, 
    10, 0, 0, 10, 5, 10, 10, 0, 10, 10, 0, 10, 10, 5, 0, 0, 10, 
    NA, 10, 10, 10, 10, 10, 10, 0, NA, 10, 5, 10, 10, 0, 10, 
    10, 5, 10, 5, 5, 10, 5, 10, 5, 10, 0, 10, 10, 10, 10, 10, 
    0, 0, 0, 10, 0, 10, 10, 10, 10, 10, 10, 10, 0, 0, 10, NA, 
    10, 10, 10, NA, 10, 10, 5, 10, 0, 10, 10, 5, 10, 10, 10, 
    NA, 5, 0, 0, 10, 10, 0, 10, 5, 10, 10, 10, 10, 10, 10, 10, 
    0, 10, 10, 10, 10, 10, 10, 0, 10, 5, 10, 10, 5, 5, 0, 5, 
    NA, 5, 10, 10, 10, 10, 5, 5, 0, NA, 10, 10, 10, 10, 10, 0, 
    10, 5, 10, 0, 10, 10, 10, 5, 5, 10, 0, 10, 10, 10, 10, 10, 
    5, 0, 10, 0, 10, 10, 10, 10, 10, 5, 10, 0, 10, 10, 10, 10, 
    5, 5, 5, 10, 0, 0, 10, 5, 10, 10, 0, 10, 10, 0, 10, 10, 5, 
    0, 0, 10, NA, 10, 10, 10, 10, 10, 10, 0, NA, 10, 5, 10, 10, 
    0, 10, 10, 5, 10, 5, 5, 10, 5, 10, 5, 10, 0, 10, 10, 10, 
    10, 10, 0, 0, 0, 10, 0, 10, 10, 10, 10, 10, 10, 10, 0, 0, 
    10, NA, 10, 10, 10, NA, 10, 10, 5, 10, 0, 10, 10, 5, 10, 
    10, 10, NA, 5, 0, 0, 10, 10, 0, 10, 5, 10, 10, 10, 10, 10, 
    10, 10, 0, 10, 10, 10, 10, 10, 10, 0, 10, 5, 10, 10, 5, 5, 
    0, 5, NA, 5, 10, 10, 10, 10, 5, 5, 0, NA, 10, 10, 10, 10, 
    10, 0, 10, 5, 10, 0, 10, NA, 10, 5, 5, NA, 0, 10, 10, 10, 
    10, 10, 5, 0, 10, 0, 10, 10, 10, 10, 10, 5, 10, 0, 10, 10, 
    10, 10, 5, 5, 5, 10, 0, 0, 10, 5, 10, 10, 0, 10, 10, 0, 10, 
    10, 5, 0, 0, 10, NA, 10, 10, 10, 10, 10, 10, 0, NA, 10, 5, 
    10, 10, 0, 10, 10, 5, 10, 5, 5, 10, 5, 10, 5, 10, 0, 10, 
    10, 10, 10, 10, 0, 0, 0, 10, 0, 10, 10, 10, 10, 10, 10, 10, 
    0, 0, 10, NA, 10, 10, 5, NA, 10, 10, 5, 10, 0, 10, 10, 5, 
    10, 5, 10, NA, 0, 0, 10, 10, 10, 0, 0, 10, 0, 10, 10, 10, 
    10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 0, 10, 5, 10, 5, 10, 
    0, NA, 5, NA, 5, 10, 10, 10, 10, 10, 5, 0, NA, 10, 10, 10, 
    10, 10, 0, 10, 5, 10, 0, 10, NA, 10, 5, 10, NA, NA, 10, 10, 
    10, 5, 10, 10, 0, 10, 5, 10, 10, 10, 10, 10, 10, 10, 0, 5, 
    10, 10, 10, 5, 5, 5, 10, 0, 0, 10, 5, 10, 10, 10, 10, 10, 
    0, 10, 10, 5, 0, 0, 10, NA, 5, 10, 10, 10, 10, 10, 0, NA, 
    10, 0, 10, 10, 5, 10, 10, 5, 5, 5, 5, 10, 10, 10, 5, 10, 
    0, 10, 10, 10, 10, 10, 0, 0, 0, 10, 0, 10, 10, 10, 10, 10, 
    10, 10, 0, 0, 10, NA, 10, 10, 5, NA, 10, 10, 5, 10, 0, 10, 
    10, 5, 10, 5, 10, NA, 0, 0, 10, 10, 10, 0, 0, 10, 0, 10, 
    10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 0, 10, 5, 
    10, 5, 10, 0, NA, 5, NA, 5, 10, 10, 10, 10, 10, 5, 0, NA, 
    10, 10, 10, 10, 10, 0, 10, 5, 10, 0, 10, NA, 10, 5, 10, NA, 
    NA, 10, 10, 10, 5, 10, 10, 0, 10, 5, 10, 10, 10, 10, 10, 
    10, 10, 0, 5, 10, 10, 10, 5, 5, 5, 10, 0, 0, 10, 5, 10, 10, 
    10, 10, 10, 0, 10, 10, 5, 0, 0, 10, NA, 5, 10, 10, 10, 10, 
    10, 0, NA, 10, 0, 10, 10, 5, 10, 10, 5, 5, 5, 5, 10, 10, 
    10, 5, 10, 0, 10, 10, 10, 10, 10, 0, 0, 0, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA), pf_identity_parental_divorce = c(10, 5, 10, 10, 
    10, 10, 10, 10, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 10, 
    5, 10, 0, 10, 10, 10, 10, 10, 10, NA, 5, 0, 0, 10, 10, 0, 
    5, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 
    10, 0, 10, 5, 10, 5, 5, 5, 0, 5, NA, 10, 10, 10, 10, 10, 
    5, 5, 0, 0, 10, 10, 10, 10, 10, 0, 10, 5, 10, 0, 10, 10, 
    10, 5, 10, 5, 5, 10, 10, 10, 5, 10, 5, 0, 10, 0, 10, 10, 
    10, 10, 10, 5, 10, 5, 10, 10, 10, 10, 10, 0, 5, 10, 0, 0, 
    10, 10, 10, 5, 0, 10, 10, 0, 10, 10, 10, 0, 5, 10, NA, 10, 
    10, 10, 10, 10, 10, 0, 0, 10, 0, 10, 10, 0, 10, 10, 5, 5, 
    5, 5, 10, 0, 10, 5, 10, 0, 10, 10, 10, 10, 10, 0, 5, 10, 
    10, 5, 10, 10, 10, 10, 10, 10, 10, 0, 0, 10, NA, 10, 10, 
    10, 10, 10, 10, 5, 10, 0, 10, 10, 10, 10, 10, 10, NA, 5, 
    0, 0, 10, 10, 0, 5, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 
    10, 10, 10, 10, 10, 0, 10, 5, 10, 5, 5, 5, 0, 5, NA, 10, 
    10, 10, 10, 10, 5, 5, 0, NA, 10, 10, 10, 10, 10, 0, 10, 5, 
    10, 0, 10, 10, 10, 5, 10, 5, 5, 10, 10, 10, 5, 10, 5, 0, 
    10, 0, 10, 10, 10, 10, 10, 5, 10, 5, 10, 10, 10, 10, 10, 
    0, 5, 10, 0, 0, 10, 10, 10, 5, 0, 10, 10, 0, 10, 10, 10, 
    0, 5, 10, NA, 10, 10, 10, 10, 10, 10, 0, NA, 10, 0, 10, 10, 
    0, 10, 10, 5, 5, 5, 5, 10, 0, 10, 5, 10, 0, 10, 10, 10, 10, 
    10, 0, 5, 10, 10, 5, 10, 10, 10, 10, 10, 10, 10, 0, 0, 10, 
    NA, 10, 10, 10, 10, 10, 10, 5, 10, 0, 10, 10, 10, 10, 10, 
    10, NA, 5, 0, 0, 10, 10, 0, 5, 10, 10, 10, 10, 10, 10, 10, 
    10, 0, 10, 10, 10, 10, 10, 10, 0, 10, 5, 10, 5, 5, 5, 0, 
    5, NA, 10, 10, 10, 10, 10, 5, 5, 0, NA, 10, 10, 10, 10, 10, 
    0, 10, 5, 10, 0, 10, 10, 10, 5, 10, 5, 5, 10, 10, 10, 5, 
    10, 5, 0, 10, 0, 10, 10, 10, 10, 10, 5, 10, 5, 10, 10, 10, 
    10, 10, 0, 5, 10, 0, 0, 10, 10, 10, 5, 0, 10, 10, 0, 10, 
    10, 10, 0, 5, 10, NA, 10, 10, 10, 10, 10, 10, 0, NA, 10, 
    0, 10, 10, 0, 10, 10, 5, 5, 5, 5, 10, 0, 10, 5, 10, 0, 10, 
    10, 10, 10, 10, 0, 5, 10, 10, 5, 10, 10, 10, 10, 10, 10, 
    10, 0, 0, 10, NA, 10, 10, 10, 10, 10, 10, 5, 10, 0, 10, 10, 
    10, 10, 10, 10, NA, 5, 0, 0, 10, 10, 0, 5, 10, 10, 10, 10, 
    10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 0, 10, 5, 10, 
    5, 5, 5, 0, 5, NA, 10, 10, 10, 10, 10, 5, 5, 0, NA, 10, 10, 
    10, 10, 10, 0, 10, 5, 10, 0, 10, NA, 10, 5, 10, NA, 5, 10, 
    10, 10, 5, 10, 5, 0, 10, 0, 10, 10, 10, 10, 10, 5, 10, 5, 
    10, 10, 10, 10, 10, 0, 5, 10, 0, 0, 10, 10, 10, 5, 0, 10, 
    10, 0, 10, 10, 10, 0, 5, 10, NA, 10, 10, 10, 10, 10, 10, 
    0, NA, 10, 0, 10, 10, 0, 10, 10, 5, 5, 5, 5, 10, 0, 10, 5, 
    10, 0, 10, 10, 10, 10, 10, 0, 5, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 0, 0, 10, NA, 10, 10, 5, NA, 10, 10, 5, 10, 
    0, 10, 5, NA, 10, 10, 10, NA, NA, 0, 10, 10, 10, 0, 0, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 
    10, 5, 10, 5, 10, 5, NA, 10, NA, 10, 5, 10, 10, 10, 10, 5, 
    0, NA, 10, 10, 10, 10, 10, 0, 10, 5, 10, 5, 10, NA, 10, 5, 
    10, NA, NA, 10, 10, 10, 10, 10, 5, 0, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 5, 10, 10, 10, 10, 10, 5, 5, 10, 0, 5, 10, 
    5, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 10, 10, NA, 5, 10, 
    10, 10, 10, 10, 5, NA, 10, 0, 10, 10, 5, 10, 10, 5, 5, 5, 
    5, 10, 10, 10, 5, 10, 0, 10, 10, 10, 10, 10, 5, 5, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 0, 0, 10, NA, 10, 10, 5, 
    NA, 10, 10, 5, 10, 0, 10, 5, NA, 10, 10, 10, NA, NA, 0, 10, 
    10, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 0, 10, 5, 10, 5, 10, 5, NA, 10, NA, 10, 5, 
    10, 10, 10, 10, 5, 0, NA, 10, 10, 10, 10, 10, 0, 10, 5, 10, 
    5, 10, NA, 10, 5, 10, NA, NA, 10, 10, 10, 10, 10, 5, 0, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 10, 10, 10, 5, 
    5, 10, 0, 5, 10, 5, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 
    10, 10, NA, 5, 10, 10, 10, 10, 10, 5, NA, 10, 0, 10, 10, 
    5, 10, 10, 5, 5, 5, 5, 10, 10, 10, 5, 10, 0, 10, 10, 10, 
    10, 10, 5, 5, 10, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA), pf_identity_parental = c(10, 
    2.5, 10, 10, 10, 10, 10, 10, 10, 0, 0, 10, 10, 10, 10, 10, 
    10, 10, 10, 5, 10, 0, 10, 10, 7.5, 10, 10, 10, NA, 5, 0, 
    0, 10, 10, 0, 7.5, 7.5, 10, 10, 10, 10, 10, 10, 10, 0, 10, 
    10, 10, 10, 10, 10, 0, 10, 5, 10, 7.5, 5, 5, 0, 5, NA, 7.5, 
    10, 10, 10, 10, 5, 5, 0, 0, 10, 10, 10, 10, 10, 0, 10, 5, 
    10, 0, 10, 10, 10, 5, 7.5, 7.5, 2.5, 10, 10, 10, 7.5, 10, 
    5, 0, 10, 0, 10, 10, 10, 10, 10, 5, 10, 2.5, 10, 10, 10, 
    10, 7.5, 2.5, 5, 10, 0, 0, 10, 7.5, 10, 7.5, 0, 10, 10, 0, 
    10, 10, 7.5, 0, 2.5, 10, NA, 10, 10, 10, 10, 10, 10, 0, 0, 
    10, 2.5, 10, 10, 0, 10, 10, 5, 7.5, 5, 5, 10, 2.5, 10, 5, 
    10, 0, 10, 10, 10, 10, 10, 0, 2.5, 5, 10, 2.5, 10, 10, 10, 
    10, 10, 10, 10, 0, 0, 10, NA, 10, 10, 10, 10, 10, 10, 5, 
    10, 0, 10, 10, 7.5, 10, 10, 10, NA, 5, 0, 0, 10, 10, 0, 7.5, 
    7.5, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 
    0, 10, 5, 10, 7.5, 5, 5, 0, 5, NA, 7.5, 10, 10, 10, 10, 5, 
    5, 0, NA, 10, 10, 10, 10, 10, 0, 10, 5, 10, 0, 10, 10, 10, 
    5, 7.5, 7.5, 2.5, 10, 10, 10, 7.5, 10, 5, 0, 10, 0, 10, 10, 
    10, 10, 10, 5, 10, 2.5, 10, 10, 10, 10, 7.5, 2.5, 5, 10, 
    0, 0, 10, 7.5, 10, 7.5, 0, 10, 10, 0, 10, 10, 7.5, 0, 2.5, 
    10, NA, 10, 10, 10, 10, 10, 10, 0, NA, 10, 2.5, 10, 10, 0, 
    10, 10, 5, 7.5, 5, 5, 10, 2.5, 10, 5, 10, 0, 10, 10, 10, 
    10, 10, 0, 2.5, 5, 10, 2.5, 10, 10, 10, 10, 10, 10, 10, 0, 
    0, 10, NA, 10, 10, 10, 10, 10, 10, 5, 10, 0, 10, 10, 7.5, 
    10, 10, 10, NA, 5, 0, 0, 10, 10, 0, 7.5, 7.5, 10, 10, 10, 
    10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 0, 10, 5, 10, 
    7.5, 5, 5, 0, 5, NA, 7.5, 10, 10, 10, 10, 5, 5, 0, NA, 10, 
    10, 10, 10, 10, 0, 10, 5, 10, 0, 10, 10, 10, 5, 7.5, 7.5, 
    2.5, 10, 10, 10, 7.5, 10, 5, 0, 10, 0, 10, 10, 10, 10, 10, 
    5, 10, 2.5, 10, 10, 10, 10, 7.5, 2.5, 5, 10, 0, 0, 10, 7.5, 
    10, 7.5, 0, 10, 10, 0, 10, 10, 7.5, 0, 2.5, 10, NA, 10, 10, 
    10, 10, 10, 10, 0, NA, 10, 2.5, 10, 10, 0, 10, 10, 5, 7.5, 
    5, 5, 10, 2.5, 10, 5, 10, 0, 10, 10, 10, 10, 10, 0, 2.5, 
    5, 10, 2.5, 10, 10, 10, 10, 10, 10, 10, 0, 0, 10, NA, 10, 
    10, 10, 10, 10, 10, 5, 10, 0, 10, 10, 7.5, 10, 10, 10, NA, 
    5, 0, 0, 10, 10, 0, 7.5, 7.5, 10, 10, 10, 10, 10, 10, 10, 
    0, 10, 10, 10, 10, 10, 10, 0, 10, 5, 10, 7.5, 5, 5, 0, 5, 
    NA, 7.5, 10, 10, 10, 10, 5, 5, 0, NA, 10, 10, 10, 10, 10, 
    0, 10, 5, 10, 0, 10, NA, 10, 5, 7.5, NA, 2.5, 10, 10, 10, 
    7.5, 10, 5, 0, 10, 0, 10, 10, 10, 10, 10, 5, 10, 2.5, 10, 
    10, 10, 10, 7.5, 2.5, 5, 10, 0, 0, 10, 7.5, 10, 7.5, 0, 10, 
    10, 0, 10, 10, 7.5, 0, 2.5, 10, NA, 10, 10, 10, 10, 10, 10, 
    0, NA, 10, 2.5, 10, 10, 0, 10, 10, 5, 7.5, 5, 5, 10, 2.5, 
    10, 5, 10, 0, 10, 10, 10, 10, 10, 0, 2.5, 5, 10, 5, 10, 10, 
    10, 10, 10, 10, 10, 0, 0, 10, NA, 10, 10, 5, NA, 10, 10, 
    5, 10, 0, 10, 7.5, 5, 10, 7.5, 10, NA, 0, 0, 10, 10, 10, 
    0, 0, 10, 5, 10, 10, 10, 10, 10, 10, 5, 10, 10, 10, 10, 10, 
    10, 0, 10, 5, 10, 5, 10, 2.5, NA, 7.5, NA, 7.5, 7.5, 10, 
    10, 10, 10, 5, 0, NA, 10, 10, 10, 10, 10, 0, 10, 5, 10, 2.5, 
    10, NA, 10, 5, 10, NA, NA, 10, 10, 10, 7.5, 10, 7.5, 0, 10, 
    7.5, 10, 10, 10, 10, 10, 10, 10, 2.5, 7.5, 10, 10, 10, 7.5, 
    5, 5, 10, 0, 2.5, 10, 5, 10, 10, 10, 10, 10, 0, 10, 10, 7.5, 
    0, 5, 10, NA, 5, 10, 10, 10, 10, 10, 2.5, NA, 10, 0, 10, 
    10, 5, 10, 10, 5, 5, 5, 5, 10, 10, 10, 5, 10, 0, 10, 10, 
    10, 10, 10, 2.5, 2.5, 5, 10, 5, 10, 10, 10, 10, 10, 10, 10, 
    0, 0, 10, NA, 10, 10, 5, NA, 10, 10, 5, 10, 0, 10, 7.5, 5, 
    10, 7.5, 10, NA, 0, 0, 10, 10, 10, 0, 0, 10, 5, 10, 10, 10, 
    10, 10, 10, 5, 10, 10, 10, 10, 10, 10, 0, 10, 5, 10, 5, 10, 
    2.5, NA, 7.5, NA, 7.5, 7.5, 10, 10, 10, 10, 5, 0, NA, 10, 
    10, 10, 10, 10, 0, 10, 5, 10, 2.5, 10, NA, 10, 5, 10, NA, 
    NA, 10, 10, 10, 7.5, 10, 7.5, 0, 10, 7.5, 10, 10, 10, 10, 
    10, 10, 10, 2.5, 7.5, 10, 10, 10, 7.5, 5, 5, 10, 0, 2.5, 
    10, 5, 10, 10, 10, 10, 10, 0, 10, 10, 7.5, 0, 5, 10, NA, 
    5, 10, 10, 10, 10, 10, 2.5, NA, 10, 0, 10, 10, 5, 10, 10, 
    5, 5, 5, 5, 10, 10, 10, 5, 10, 0, 10, 10, 10, 10, 10, 2.5, 
    2.5, 5, 5, 0, 5, 10, 10, 10, 10, 5, 10, 0, 0, 10, NA, 10, 
    10, 0, NA, 10, 10, 5, 10, 0, 10, 5, 10, 10, 5, 10, NA, 0, 
    0, 10, 10, 10, 5, 5, 10, 0, 10, 10, 10, 10, 10, 10, 5, 10, 
    10, 5, 10, 10, 10, 0, 0, 10, 10, 5, 10, 10, NA, 0, NA, 5, 
    5, 10, 10, 10, 0, 5, 0, NA, 10, 10, 10, 10, 10, 0, 10, 5, 
    10, 0, 10, NA, 10, 5, 0, NA, NA, 10, 10, 10, 0, 10, 5, 0, 
    10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 5, 10, 10, 10, 
    5, 10, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 5, 
    0, 0, 10, NA, 5, 10, 10, 10, 5, 10, 5, NA, 10, 0, 10, 10, 
    5, 10, 10, 5, 10, 10, 5, 10, 10, 10, 5, 10, 0, 10, 10, 10, 
    10, 10, 0, 0, 5, 5, 0, 5, 10, 10, 10, 10, 5, 10, 0, 0, 10, 
    NA, 10, 10, 0, NA, 10, 10, 5, 10, NA, 10, 5, 10, NA, 5, 10, 
    NA, 0, 0, 10, 10, 10, 5, 5, 10, 0, 10, 10, 10, 10, 10, 10, 
    5, 10, 10, 5, 10, 10, 10, 0, NA, 10, 10, 5, 10, 10, NA, 0, 
    NA, 5, 5, 10, 10, 10, 0, 5, 0, NA, 10, 10, 10, 10, 10, 0, 
    10, 5, 10, 0, 10, NA, 10, NA, 0, NA, NA, 10, 10, 10, 0, 10, 
    5, 0, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 5, 10, 10, 
    10, 5, 10, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, NA, 10, 
    10, 5, NA, 0, 10, NA, 5, 10, 10, 10, 5, 10, 5, NA, NA, NA, 
    10, 10, 5, 10, NA, 5, 10, NA, 5, 10, 10, 10, 5, 10, 0, 10, 
    10, 10, 10, 10, NA, 0, 5, 5, 0, 5, 10, 10, 10, 10, 5, 10, 
    0, 0, 10, NA, 10, 10, 0, NA, 10, 10, 5, 10, NA, 10, 5, 10, 
    NA, 5, 10, NA, 0, 0, 10, 10, 10, 5, 5, 10, 0, 10, 10, 10, 
    10, 10, 10, 5, 10, 10, 5, 10, 10, 10, 0, NA, 10, 10, 5, 10, 
    10, NA, 0, NA, 5, 5, 10, 10, 10, 0, 5, 0, NA, 10, 10, 10, 
    10, 10, 0, 10, 5, 10, 0, 10, NA, 10, NA, 0, NA, NA, 10, 10, 
    10, 0, 10, 5, 0, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 
    5, 10, 10, 10, 5, 10, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 
    NA, 10, 10, 5, NA, 0, 10, NA, 5, 10, 10, 10, 5, 10, 5, NA, 
    NA, NA, 10, 10, 5, 10, NA, 5, 10, NA, 5, 10, 10, 10, 5, 10, 
    0, 10, 10, 10, 10, 10, NA, 0, 5), pf_identity_sex_male = c(10, 
    0, 0, 10, 10, 10, 10, 10, 10, 10, 0, 0, 10, 10, 10, 10, 0, 
    10, 10, 0, 10, 0, 10, 10, 0, 10, 0, 10, 10, 10, 0, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 0, 
    10, 10, 10, 10, 0, 10, 10, 0, 10, 10, 0, 10, 0, 10, 10, 10, 
    10, 10, 0, 5, 0, 0, 10, 10, 10, 0, 10, 10, 10, 0, 10, 0, 
    10, 10, 10, 0, 10, 0, 0, 10, 10, 10, 10, 0, 0, 10, 10, 0, 
    0, 10, 10, 10, 10, 0, 10, 0, 0, 10, 10, 10, 10, 10, 0, 10, 
    0, 0, 10, 0, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 0, 10, 
    10, 0, 0, 10, 10, 10, 10, 0, 0, 10, 0, 10, 10, 0, 10, 10, 
    0, 10, 10, 0, 0, 0, 10, 0, 10, 0, 10, 10, 10, 10, 10, 0, 
    0, 0, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 0, 0, NA, 10, 
    0, 10, 0, 10, 10, 0, 10, 0, 10, 10, 0, 10, 0, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 
    10, 10, 0, 10, 10, 10, 10, 0, 10, 10, 0, 10, 10, 0, 10, 0, 
    10, 10, 10, 10, 10, 0, 5, 0, NA, 10, 10, 10, 0, 10, 10, 10, 
    0, 10, 0, 10, 10, 10, 0, 10, 0, 0, 10, 10, 10, 10, 0, 0, 
    10, 10, 0, 0, 10, 10, 10, 10, 0, 10, 0, 0, 10, 10, 10, 10, 
    10, 0, 10, 0, 0, 10, 0, 10, 10, 10, 10, 10, 0, 10, 10, 10, 
    0, 0, 10, 10, 0, 0, 10, 10, 10, 10, 0, NA, 10, 0, 10, 10, 
    0, 10, 10, 0, 10, 10, 0, 0, 0, 10, 0, 10, 0, 10, 10, 10, 
    10, 10, 0, 0, 0, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 0, 
    0, NA, 10, 0, 10, 0, 10, 10, 0, 10, 0, 10, 10, 0, 10, 0, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 0, 10, 10, 0, 10, 10, 10, 10, 0, 10, 10, 0, 10, 10, 
    0, 10, 0, 10, 10, 10, 10, 10, 0, 5, 0, NA, 10, 10, 10, 0, 
    10, 10, 10, 0, 10, 0, 10, 10, 10, 0, 10, 0, 0, 10, 10, 10, 
    10, 0, 0, 10, 10, 0, 0, 10, 10, 10, 10, 0, 10, 0, 0, 10, 
    10, 10, 10, 10, 0, 10, 0, 0, 10, 0, 10, 10, 10, 10, 10, 0, 
    10, 10, 10, 0, 0, 10, 0, 0, 0, 10, 10, 10, 10, 0, NA, 10, 
    0, 10, 10, 0, 10, 10, 0, 10, 10, 0, 0, 0, 10, 0, 10, 0, 10, 
    10, 10, 10, 10, 0, 0, 0, 10, 0, 0, 10, 10, 10, 10, 10, 10, 
    10, 0, 0, NA, 10, 0, 10, 0, 10, 10, 0, 10, 0, 10, 10, 0, 
    10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 
    10, 10, 10, 10, 0, 10, 10, 0, 10, 10, 10, 10, 0, 10, 10, 
    0, 10, 10, 10, 0, 10, 0, 10, 10, 10, 10, 10, 5, 0, NA, 10, 
    10, 10, 0, 10, 10, 10, 0, 10, 0, 10, NA, 10, 0, 0, NA, 0, 
    10, 10, 10, 10, 0, 0, 10, 10, 0, 0, 10, 10, 10, 10, 0, 0, 
    0, 0, 10, 10, 10, 10, 10, 0, 10, 0, 0, 10, 0, 10, 10, 10, 
    10, 10, 0, 10, 10, 10, 0, 0, 10, 0, 0, 0, 10, 10, 10, 10, 
    0, NA, 10, 0, 10, 10, 0, 10, 0, 10, 10, 10, 0, 0, 0, 10, 
    0, 10, 0, 10, 10, 10, 10, 10, 0, 0, 0, 10, 0, 0, 10, 10, 
    10, 10, 10, 10, 10, 0, 0, NA, 10, 0, 10, NA, 10, 10, 0, 10, 
    0, 10, 10, 0, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 5, 10, 10, 10, 10, 0, 10, 10, 0, 10, 10, 10, 
    10, 0, 10, 10, 0, 10, 10, NA, 0, 10, 0, 10, 10, 10, 10, 10, 
    5, 0, NA, 10, 10, 10, 0, 10, 10, 10, 0, 10, 0, 10, NA, 10, 
    0, 0, NA, NA, 10, 10, 10, 10, 0, 0, 10, 10, 0, 0, 10, 10, 
    10, 10, 0, 0, 0, 0, 10, 10, 10, 10, 10, 0, 10, 0, 0, 10, 
    0, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 0, 10, NA, 0, 0, 
    10, 10, 10, 10, 0, NA, 10, 0, 10, 10, 0, 10, 0, 10, 10, 10, 
    0, 0, 0, 10, 0, 10, 0, 10, 10, 10, 10, 10, 0, 0, 0, 10, 0, 
    0, 10, 10, 10, 10, 10, 10, 10, 0, 0, NA, 10, 0, 10, NA, 10, 
    10, 0, 10, 0, 10, 10, 0, 10, 0, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 5, 10, 10, 10, 10, 0, 10, 10, 0, 10, 
    10, 10, 10, 0, 10, 10, 0, 10, 10, NA, 0, 10, 0, 10, 10, 10, 
    10, 10, 5, 0, NA, 10, 10, 10, 0, 10, 10, 10, 0, 10, 0, 10, 
    NA, 10, 0, 0, NA, NA, 10, 10, 10, 10, 0, 0, 10, 10, 0, 0, 
    10, 10, 10, 10, 0, 0, 0, 0, 10, 10, 10, 10, 10, 0, 10, 0, 
    0, 10, 0, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 0, 10, NA, 
    0, 0, 10, 10, 10, 10, 0, NA, 10, 0, 10, 10, 0, 10, 0, 10, 
    10, 10, 0, 0, 0, 10, 0, 10, 0, 10, 10, 10, 10, 10, 0, 0, 
    0, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 0, 0, NA, 10, 0, 
    10, NA, 10, 10, 0, 10, 0, 10, 10, 0, 10, 0, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 
    10, 0, 10, 10, 10, 10, 0, 10, 10, 0, 10, 10, NA, 10, 0, 10, 
    10, 10, 10, 10, 10, NA, 0, NA, 10, 10, 10, 0, 10, 10, 10, 
    0, 10, 0, 10, NA, 10, 0, 0, NA, NA, 10, 10, 10, 10, 0, 0, 
    10, 10, 0, 0, 10, 10, 10, 10, 0, 0, 0, 0, 10, 10, 10, 10, 
    10, 0, 10, 0, 0, 10, 0, 10, 0, 10, 10, 10, 0, 10, 10, 10, 
    0, 0, 10, NA, 0, 0, 10, 10, 10, 10, 0, NA, 10, 0, 10, 10, 
    0, 10, 10, 0, 10, 10, 0, 0, 0, 10, 0, 10, 0, 10, 10, 10, 
    10, 10, 0, 0, 0, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 0, 
    0, NA, 10, 0, 10, NA, 10, 10, 0, 10, NA, 10, 10, 0, NA, 0, 
    10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 0, 10, 10, 0, 10, 10, 10, 10, NA, 10, 10, 0, 10, 
    10, NA, 10, 0, 10, 10, 10, 10, 10, 10, NA, 0, NA, 10, 10, 
    10, 0, 10, 10, 10, 0, 10, 0, 10, NA, 10, NA, 0, NA, NA, 10, 
    10, 10, 10, 0, 0, 10, 10, 0, 0, 10, 10, 10, 10, 0, 0, 0, 
    0, 10, 10, 10, 10, 10, 0, 10, 0, 0, 10, 0, 10, 0, 10, 10, 
    10, NA, 10, 10, 10, NA, 0, 10, NA, 0, 0, 10, 10, 10, 10, 
    0, NA, NA, NA, 10, 10, 0, 10, NA, 0, 10, NA, 0, 0, 0, 10, 
    0, 10, 0, 10, 10, 10, 10, 10, NA, 0, 0, 10, 0, 0, 10, 10, 
    10, 10, 10, 10, 10, 0, 0, NA, 10, 0, 10, NA, 10, 10, 0, 10, 
    NA, 10, 10, 0, NA, 0, 10, NA, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 0, 10, 10, 10, 
    10, NA, 10, 10, 0, 10, 10, NA, 10, 0, 10, 10, 10, 10, 10, 
    10, NA, 0, NA, 10, 10, 10, 0, 10, 10, 10, 0, 10, 0, 10, NA, 
    10, NA, 0, NA, NA, 10, 10, 10, 10, 0, 0, 10, 10, 0, 0, 10, 
    10, 10, 10, 0, 0, 0, 0, 10, 10, 10, 10, 10, 0, 10, 0, 0, 
    10, 0, 10, 0, 10, 10, 10, NA, 10, 10, 10, NA, 0, 10, NA, 
    0, 0, 10, 10, 10, 10, 0, NA, NA, NA, 10, 10, 0, 10, NA, 0, 
    10, NA, 0, 0, 0, 10, 0, 10, 0, 10, 10, 10, 10, 10, NA, 0, 
    0), pf_identity_sex_female = c(10, 0, 0, 10, 10, 10, 10, 
    10, 10, 10, 10, 0, 10, 10, 10, 10, 0, 10, 10, 0, 10, 10, 
    10, 10, 0, 10, 0, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 0, 10, 10, 10, 10, 
    0, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 
    5, 0, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 0, 0, 10, 10, 10, 10, 0, 0, 10, 10, 0, 0, 10, 
    10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 0, 
    10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 0, 10, 
    10, 10, 10, 10, 10, 10, 10, 0, 0, 10, 10, 10, 10, 0, 10, 
    10, 10, 10, 10, 10, 0, 0, 10, 0, 10, 0, 10, 10, 10, 10, 10, 
    0, 0, 10, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 10, 0, NA, 
    10, 10, 10, 0, 10, 10, 0, 10, 10, 10, 10, 0, 10, 0, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    0, 10, 10, 0, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 0, 10, 
    10, 10, 10, 10, 10, 10, 10, 5, 0, NA, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 0, 10, 10, 10, 
    10, 0, 0, 10, 10, 0, 0, 10, 10, 10, 10, 0, 10, 10, 10, 10, 
    10, 10, 10, 10, 0, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 
    0, 10, 10, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 10, 0, NA, 
    10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 0, 0, 10, 0, 10, 
    0, 10, 10, 10, 10, 10, 0, 0, 10, 10, 0, 0, 10, 10, 10, 10, 
    10, 10, 10, 10, 0, NA, 10, 10, 10, 0, 10, 10, 0, 10, 10, 
    10, 10, 0, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 0, 10, 10, 10, 10, 
    0, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 
    5, 0, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 0, 0, 10, 10, 10, 10, 0, 0, 10, 10, 0, 0, 10, 
    10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 0, 
    10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 0, 10, 
    10, 10, 10, 10, 10, 10, 10, 0, NA, 10, 10, 10, 10, 0, 10, 
    10, 10, 10, 10, 10, 0, 0, 10, 0, 10, 0, 10, 10, 10, 10, 10, 
    0, 0, 10, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 0, 0, NA, 
    10, 10, 10, 0, 10, 10, 0, 10, 10, 10, 10, 0, 10, 0, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 10, 10, 
    0, 10, 10, 0, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 
    0, 10, 10, 10, 10, 10, 10, 10, 5, 0, NA, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, NA, 10, 0, 10, NA, 0, 10, 10, 
    10, 10, 10, 0, 10, 10, 0, 10, 10, 10, 10, 10, 0, 0, 10, 10, 
    10, 10, 10, 10, 10, 0, 10, 0, 0, 10, 10, 10, 10, 10, 10, 
    10, 0, 10, 10, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 10, 
    0, NA, 10, 10, 10, 10, 0, 10, 0, 10, 10, 10, 0, 0, 0, 10, 
    0, 10, 0, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 0, 10, 10, 
    10, 10, 10, 10, 10, 0, 0, NA, 10, 10, 10, NA, 10, 10, 0, 
    10, 10, 10, 10, 0, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 5, 10, 10, 10, 10, 0, 10, 10, 0, 10, 10, 
    10, 10, 0, 10, 10, 10, 10, 10, NA, 0, 10, 10, 10, 10, 10, 
    10, 10, 5, 0, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, NA, 10, 0, 10, NA, NA, 10, 10, 10, 10, 10, 0, 10, 10, 
    0, 10, 10, 10, 10, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 
    0, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 
    0, 10, NA, 10, 10, 10, 10, 10, 10, 0, NA, 10, 10, 10, 10, 
    0, 10, 0, 10, 10, 10, 0, 0, 0, 10, 0, 10, 0, 10, 10, 10, 
    10, 10, 0, 10, 10, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 
    0, 0, NA, 10, 10, 10, NA, 10, 10, 0, 10, 10, 10, 10, 0, 10, 
    0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 
    10, 10, 10, 0, 10, 10, 0, 10, 10, 10, 10, 0, 10, 10, 10, 
    10, 10, NA, 0, 10, 10, 10, 10, 10, 10, 10, 5, 0, NA, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 0, 10, NA, 
    NA, 10, 10, 10, 10, 10, 0, 10, 10, 0, 10, 10, 10, 10, 10, 
    0, 0, 10, 10, 10, 10, 10, 10, 10, 0, 10, 0, 0, 10, 10, 10, 
    10, 10, 10, 10, 0, 10, 10, 10, 0, 0, 10, NA, 10, 10, 10, 
    10, 10, 10, 0, NA, 10, 10, 10, 10, 0, 10, 0, 10, 10, 10, 
    0, 0, 0, 10, 0, 10, 0, 10, 10, 10, 10, 10, 0, 10, 10, 10, 
    0, 0, 10, 10, 10, 10, 10, 10, 10, 0, 0, NA, 10, 10, 10, NA, 
    10, 10, 0, 10, 10, 10, 10, 0, 10, 0, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 
    0, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, NA, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 0, NA, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, NA, 10, 0, 10, NA, NA, 10, 10, 10, 10, 10, 
    0, 10, 10, 0, 10, 10, 10, 10, 10, 0, 0, 10, 10, 10, 10, 10, 
    10, 10, 0, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 
    10, 0, 0, 10, NA, 10, 10, 10, 10, 10, 10, 0, NA, 10, 10, 
    10, 10, 0, 10, 10, 0, 10, 10, 0, 0, 0, 10, 0, 10, 0, 10, 
    10, 10, 10, 10, 0, 10, 10, 10, 0, 0, 10, 10, 10, 10, 10, 
    10, 10, 0, 0, NA, 10, 10, 10, NA, 10, 10, 0, 10, NA, 10, 
    10, 0, NA, 0, 10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 0, 10, 10, 0, 10, 10, 10, 10, NA, 
    10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    0, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 
    NA, 10, NA, NA, 10, 10, 10, 10, 10, 0, 10, 10, 0, 10, 10, 
    10, 10, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 0, 10, 0, 0, 
    10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, NA, 0, 10, NA, 
    10, 10, 10, 10, 10, 10, 0, NA, NA, NA, 10, 10, 0, 10, NA, 
    0, 10, NA, 0, 0, 0, 10, 0, 10, 0, 10, 10, 10, 10, 10, NA, 
    10, 10, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 0, 0, NA, 10, 
    10, 10, NA, 10, 10, 0, 10, NA, 10, 10, 0, NA, 0, 10, NA, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    0, 10, 10, 0, 10, 10, 10, 10, NA, 10, 10, 10, 10, 10, NA, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 0, NA, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, NA, 10, NA, 10, NA, NA, 10, 10, 
    10, 10, 10, 0, 10, 10, 0, 10, 10, 10, 10, 10, 0, 0, 10, 10, 
    10, 10, 10, 10, 10, 0, 10, 0, 0, 10, 10, 10, 10, 10, 10, 
    10, NA, 10, 10, 10, NA, 0, 10, NA, 10, 10, 10, 10, 10, 10, 
    0, NA, NA, NA, 10, 10, 0, 10, NA, 0, 10, NA, 0, 0, 0, 10, 
    0, 10, 0, 10, 10, 10, 10, 10, NA, 10, 10), pf_identity_sex = c(10, 
    0, 0, 10, 10, 10, 10, 10, 10, 10, 5, 0, 10, 10, 10, 10, 0, 
    10, 10, 0, 10, 5, 10, 10, 0, 10, 0, 10, 10, 10, 0, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 0, 
    10, 10, 10, 10, 0, 10, 10, 5, 10, 10, 0, 10, 5, 10, 10, 10, 
    10, 10, 5, 5, 0, 0, 10, 10, 10, 5, 10, 10, 10, 5, 10, 5, 
    10, 10, 10, 5, 10, 0, 0, 10, 10, 10, 10, 0, 0, 10, 10, 0, 
    0, 10, 10, 10, 10, 0, 10, 5, 5, 10, 10, 10, 10, 10, 0, 10, 
    0, 5, 10, 5, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 0, 10, 
    10, 5, 5, 10, 10, 10, 10, 0, 0, 10, 5, 10, 10, 0, 10, 10, 
    5, 10, 10, 5, 0, 0, 10, 0, 10, 0, 10, 10, 10, 10, 10, 0, 
    0, 5, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 5, 0, NA, 10, 
    5, 10, 0, 10, 10, 0, 10, 5, 10, 10, 0, 10, 0, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 
    10, 10, 0, 10, 10, 10, 10, 0, 10, 10, 5, 10, 10, 0, 10, 5, 
    10, 10, 10, 10, 10, 5, 5, 0, NA, 10, 10, 10, 5, 10, 10, 10, 
    5, 10, 5, 10, 10, 10, 5, 10, 0, 0, 10, 10, 10, 10, 0, 0, 
    10, 10, 0, 0, 10, 10, 10, 10, 0, 10, 5, 5, 10, 10, 10, 10, 
    10, 0, 10, 0, 5, 10, 5, 10, 10, 10, 10, 10, 0, 10, 10, 10, 
    0, 0, 10, 10, 5, 5, 10, 10, 10, 10, 0, NA, 10, 5, 10, 10, 
    0, 10, 10, 5, 10, 10, 5, 0, 0, 10, 0, 10, 0, 10, 10, 10, 
    10, 10, 0, 0, 5, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 5, 
    0, NA, 10, 5, 10, 0, 10, 10, 0, 10, 5, 10, 10, 0, 10, 0, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 0, 10, 10, 0, 10, 10, 10, 10, 0, 10, 10, 5, 10, 10, 
    0, 10, 5, 10, 10, 10, 10, 10, 5, 5, 0, NA, 10, 10, 10, 5, 
    10, 10, 10, 5, 10, 5, 10, 10, 10, 5, 10, 0, 0, 10, 10, 10, 
    10, 0, 0, 10, 10, 0, 0, 10, 10, 10, 10, 0, 10, 5, 5, 10, 
    10, 10, 10, 10, 0, 10, 0, 5, 10, 5, 10, 10, 10, 10, 10, 0, 
    10, 10, 10, 0, 0, 10, 5, 5, 5, 10, 10, 10, 10, 0, NA, 10, 
    5, 10, 10, 0, 10, 10, 5, 10, 10, 5, 0, 0, 10, 0, 10, 0, 10, 
    10, 10, 10, 10, 0, 0, 5, 10, 0, 0, 10, 10, 10, 10, 10, 10, 
    10, 0, 0, NA, 10, 5, 10, 0, 10, 10, 0, 10, 5, 10, 10, 0, 
    10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 
    10, 10, 10, 10, 0, 10, 10, 0, 10, 10, 10, 10, 0, 10, 10, 
    5, 10, 10, 10, 0, 10, 5, 10, 10, 10, 10, 10, 5, 0, NA, 10, 
    10, 10, 5, 10, 10, 10, 5, 10, 5, 10, NA, 10, 0, 5, NA, 0, 
    10, 10, 10, 10, 5, 0, 10, 10, 0, 5, 10, 10, 10, 10, 0, 0, 
    5, 5, 10, 10, 10, 10, 10, 0, 10, 0, 0, 10, 5, 10, 10, 10, 
    10, 10, 0, 10, 10, 10, 0, 0, 10, 5, 5, 5, 10, 10, 10, 10, 
    0, NA, 10, 5, 10, 10, 0, 10, 0, 10, 10, 10, 0, 0, 0, 10, 
    0, 10, 0, 10, 10, 10, 10, 10, 0, 5, 5, 10, 0, 0, 10, 10, 
    10, 10, 10, 10, 10, 0, 0, NA, 10, 5, 10, NA, 10, 10, 0, 10, 
    5, 10, 10, 0, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 5, 10, 10, 10, 10, 0, 10, 10, 0, 10, 10, 10, 
    10, 0, 10, 10, 5, 10, 10, NA, 0, 10, 5, 10, 10, 10, 10, 10, 
    5, 0, NA, 10, 10, 10, 5, 10, 10, 10, 5, 10, 5, 10, NA, 10, 
    0, 5, NA, NA, 10, 10, 10, 10, 5, 0, 10, 10, 0, 5, 10, 10, 
    10, 10, 0, 0, 5, 5, 10, 10, 10, 10, 10, 0, 10, 0, 0, 10, 
    5, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 0, 10, NA, 5, 5, 
    10, 10, 10, 10, 0, NA, 10, 5, 10, 10, 0, 10, 0, 10, 10, 10, 
    0, 0, 0, 10, 0, 10, 0, 10, 10, 10, 10, 10, 0, 5, 5, 10, 0, 
    0, 10, 10, 10, 10, 10, 10, 10, 0, 0, NA, 10, 5, 10, NA, 10, 
    10, 0, 10, 5, 10, 10, 0, 10, 0, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 5, 10, 10, 10, 10, 0, 10, 10, 0, 10, 
    10, 10, 10, 0, 10, 10, 5, 10, 10, NA, 0, 10, 5, 10, 10, 10, 
    10, 10, 5, 0, NA, 10, 10, 10, 5, 10, 10, 10, 5, 10, 5, 10, 
    NA, 10, 0, 5, NA, NA, 10, 10, 10, 10, 5, 0, 10, 10, 0, 5, 
    10, 10, 10, 10, 0, 0, 5, 5, 10, 10, 10, 10, 10, 0, 10, 0, 
    0, 10, 5, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 0, 10, NA, 
    5, 5, 10, 10, 10, 10, 0, NA, 10, 5, 10, 10, 0, 10, 0, 10, 
    10, 10, 0, 0, 0, 10, 0, 10, 0, 10, 10, 10, 10, 10, 0, 5, 
    5, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 0, 0, NA, 10, 5, 
    10, NA, 10, 10, 0, 10, 5, 10, 10, 0, 10, 0, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 
    10, 0, 10, 10, 10, 10, 0, 10, 10, 5, 10, 10, NA, 10, 5, 10, 
    10, 10, 10, 10, 10, 10, 0, NA, 10, 10, 10, 5, 10, 10, 10, 
    5, 10, 5, 10, NA, 10, 0, 5, NA, NA, 10, 10, 10, 10, 5, 0, 
    10, 10, 0, 5, 10, 10, 10, 10, 0, 0, 5, 5, 10, 10, 10, 10, 
    10, 0, 10, 0, 0, 10, 5, 10, 5, 10, 10, 10, 0, 10, 10, 10, 
    0, 0, 10, NA, 5, 5, 10, 10, 10, 10, 0, NA, 10, 5, 10, 10, 
    0, 10, 10, 0, 10, 10, 0, 0, 0, 10, 0, 10, 0, 10, 10, 10, 
    10, 10, 0, 5, 5, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 0, 
    0, NA, 10, 5, 10, NA, 10, 10, 0, 10, NA, 10, 10, 0, NA, 0, 
    10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 0, 10, 10, 0, 10, 10, 10, 10, NA, 10, 10, 5, 10, 
    10, NA, 10, 5, 10, 10, 10, 10, 10, 10, 10, 0, NA, 10, 10, 
    10, 5, 10, 10, 10, 5, 10, 5, 10, NA, 10, NA, 5, NA, NA, 10, 
    10, 10, 10, 5, 0, 10, 10, 0, 5, 10, 10, 10, 10, 0, 0, 5, 
    5, 10, 10, 10, 10, 10, 0, 10, 0, 0, 10, 5, 10, 5, 10, 10, 
    10, NA, 10, 10, 10, NA, 0, 10, NA, 5, 5, 10, 10, 10, 10, 
    0, NA, NA, NA, 10, 10, 0, 10, NA, 0, 10, NA, 0, 0, 0, 10, 
    0, 10, 0, 10, 10, 10, 10, 10, NA, 5, 5, 10, 0, 0, 10, 10, 
    10, 10, 10, 10, 10, 0, 0, NA, 10, 5, 10, NA, 10, 10, 0, 10, 
    NA, 10, 10, 0, NA, 0, 10, NA, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 0, 10, 10, 10, 
    10, NA, 10, 10, 5, 10, 10, NA, 10, 5, 10, 10, 10, 10, 10, 
    10, 10, 0, NA, 10, 10, 10, 5, 10, 10, 10, 5, 10, 5, 10, NA, 
    10, NA, 5, NA, NA, 10, 10, 10, 10, 5, 0, 10, 10, 0, 5, 10, 
    10, 10, 10, 0, 0, 5, 5, 10, 10, 10, 10, 10, 0, 10, 0, 0, 
    10, 5, 10, 5, 10, 10, 10, NA, 10, 10, 10, NA, 0, 10, NA, 
    5, 5, 10, 10, 10, 10, 0, NA, NA, NA, 10, 10, 0, 10, NA, 0, 
    10, NA, 0, 0, 0, 10, 0, 10, 0, 10, 10, 10, 10, 10, NA, 5, 
    5), pf_identity_divorce = c(5, 0, 10, 10, 5, 10, 10, 5, NA, 
    0, 0, NA, 5, 10, NA, 10, 5, 10, 10, 5, 10, NA, 10, 10, 10, 
    5, 5, 10, NA, 10, 5, 10, 10, 10, 5, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 0, 5, 10, 10, 10, 
    5, 10, 5, 10, NA, 10, 10, 10, 10, 10, 5, 5, 5, 0, 10, 10, 
    10, 10, 10, 0, 10, 10, 10, 0, 5, 10, 10, 0, 5, 5, 0, 10, 
    10, 10, 5, 10, 5, 5, NA, 0, 5, 10, 10, 10, NA, 5, 10, 10, 
    10, 10, 10, 10, 10, 0, 5, 10, 0, 0, 10, 10, 10, 10, 5, 10, 
    10, 0, 10, 10, 10, 0, 5, 10, NA, 10, 10, 10, 10, 10, 10, 
    0, 0, NA, 5, 5, 10, 0, NA, 5, 10, 0, 5, 5, 10, 10, 10, 10, 
    10, 0, 10, 10, 10, 10, 10, 0, NA, NA, 5, 0, 10, 10, 5, 10, 
    10, 5, NA, 0, 0, NA, NA, 10, NA, 10, 5, 10, 10, 5, 10, NA, 
    10, 10, 10, 5, 5, 10, NA, 10, 5, 10, 10, 10, 5, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 0, 5, 
    10, 10, 10, 5, 10, 5, 10, NA, 10, 10, 10, 10, 10, 5, 5, 5, 
    NA, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 5, 10, 10, 0, 5, 
    5, 0, 10, 10, 10, 5, 10, 5, 5, NA, 0, 5, 10, 10, 10, NA, 
    5, 10, 10, 10, 10, 10, 10, 10, 0, 5, 10, 0, 0, 10, 10, 10, 
    10, 5, 10, 10, 0, 10, 10, 10, 0, 5, 10, NA, 10, 10, 10, 10, 
    10, 10, 0, NA, NA, 5, 5, 10, 0, NA, 5, 10, 0, 5, 5, 10, 10, 
    10, 10, 10, 0, 10, 10, 10, 10, 10, 0, NA, NA, 5, 0, 10, 10, 
    5, 10, 10, 5, NA, 0, 0, NA, NA, 10, NA, 10, 5, 10, 10, 5, 
    10, NA, 10, 10, 10, 5, 5, 10, NA, 10, 5, 10, 10, 10, 5, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 
    0, 5, 10, 10, 10, 5, 10, 5, 10, NA, 10, 10, 10, 10, 10, 5, 
    5, 5, NA, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 5, 10, 10, 
    0, 5, 5, 0, 10, 10, 10, 5, 10, 5, 5, NA, 0, 5, 10, 10, 10, 
    NA, 5, 10, 10, 10, 10, 10, 10, 10, 0, 5, 10, 0, 0, 10, 10, 
    10, 10, 5, 10, 10, 0, 10, 10, 10, 0, 5, 10, NA, 10, 10, 10, 
    10, 10, 10, 0, NA, NA, 5, 5, 10, 0, NA, 5, 10, 0, 5, 5, 10, 
    10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 0, NA, NA, 5, 0, 10, 
    10, 5, 10, 10, 5, NA, 0, 0, NA, NA, 10, NA, 10, 5, 10, 10, 
    5, 10, NA, 10, 10, 10, 5, 5, 10, NA, 10, 5, 10, 10, 10, 5, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 
    10, 0, 5, 10, 10, 10, 5, 10, 5, 10, NA, 10, 10, 10, 10, 10, 
    5, 5, 5, NA, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 5, NA, 
    10, 0, 5, NA, 0, 10, 10, 10, 5, 10, 5, 5, NA, 0, 5, 10, 10, 
    10, NA, 5, 10, 10, 10, 10, 10, 10, 10, 0, 5, 10, 0, 0, 10, 
    10, 10, 10, 5, 10, 10, 0, 10, 10, 10, 0, 5, 10, NA, 10, 10, 
    10, 10, 10, 10, 0, NA, NA, 5, 5, 10, 0, NA, 5, 10, 0, 5, 
    5, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 0, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, 
    NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA
    ), pf_identity = c(6.25, 0.83333333300000001, 7.5, 10, 8, 
    9.25, 10, 6.25, 10, 3.3333333330000001, 1.25, 5, 8, 9.25, 
    10, 10, 3.75, 10, 9.25, 4.25, 7.5, 1.6666666670000001, 9.25, 
    10, 5.8333333329999997, 8.3333333330000006, 5, 9.25, 10, 
    8.3333333330000006, 1.6666666670000001, 5, 9.25, 10, 5, 9.1666666669999994, 
    6.875, 10, 10, 10, 9.25, 10, 7.5, 10, 0, 7.5, 9.25, 6.6666666670000003, 
    10, 9.25, 10, 3.3333333330000001, 5, 8, 10, 7.5, 6.75, 6.25, 
    1.6666666670000001, 8.3333333330000006, 5, 6.875, 7.5, 9.25, 
    10, 9.25, 5.5, 6.25, 3, 0, 10, 10, 9.25, 6.25, 9.25, 3.3333333330000001, 
    9.25, 7.5, 9.25, 1.6666666670000001, 8, 10, 10, 3.3333333330000001, 
    5.625, 4.1666666670000003, 0.83333333300000001, 10, 9.25, 
    9.25, 7.5, 7.5, 4.25, 5, 10, 0, 5, 10, 10, 9.25, 9, 3.3333333330000001, 
    10, 4.375, 8, 10, 9.25, 9.25, 6.875, 4.1666666670000003, 
    3.3333333330000001, 10, 0, 3.75, 9.25, 7.5, 7.5, 9.375, 6.25, 
    9.25, 9.25, 0, 9.25, 9.25, 9.1666666669999994, 0, 2.5, 9.25, 
    10, 8.3333333330000006, 8, 9.25, 9.25, 9.25, 9.25, 1.75, 
    0, 10, 4.875, 8.75, 9.25, 0, 10, 8.3333333330000006, 5, 4.375, 
    6.6666666670000003, 5, 6.6666666670000003, 4.1666666670000003, 
    9.25, 3.75, 9.25, 0, 9.25, 9.25, 10, 7.5, 9.25, 0, 4.1666666670000003, 
    3.3333333330000001, 6.25, 0.83333333300000001, 7.5, 10, 8, 
    9.25, 10, 6.25, 10, 3.3333333330000001, 1.25, 5, NA, 9.25, 
    7.5, 10, 3.75, 10, 9.25, 4.25, 7.5, 1.6666666670000001, 9.25, 
    10, 5.8333333329999997, 8.3333333330000006, 5, 9.25, 10, 
    8.3333333330000006, 5, 5, 9.25, 10, 5, 9.1666666669999994, 
    6.875, 10, 10, 10, 9.25, 10, 7.5, 10, 0, 7.5, 9.25, 6.6666666670000003, 
    10, 9.25, 10, 3.3333333330000001, 5, 8, 10, 7.5, 6.75, 6.25, 
    1.6666666670000001, 8.3333333330000006, 5, 6.875, 7.5, 9.25, 
    10, 9.25, 5.5, 6.25, 3, NA, 10, 10, 9.25, 6.25, 9.25, 3.3333333330000001, 
    9.25, 7.5, 9.25, 1.6666666670000001, 8, 10, 10, 3.3333333330000001, 
    5.625, 4.1666666670000003, 0.83333333300000001, 10, 9.25, 
    9.25, 7.5, 7.5, 4.25, 5, 10, 0, 5, 10, 10, 9.25, 9, 3.3333333330000001, 
    10, 4.375, 8, 10, 9.25, 9.25, 6.875, 4.1666666670000003, 
    3.3333333330000001, 10, 0, 3.75, 9.25, 7.5, 7.5, 9.375, 6.25, 
    9.25, 9.25, 0, 9.25, 9.25, 9.1666666669999994, 0, 2.5, 9.25, 
    10, 8.3333333330000006, 8, 9.25, 9.25, 9.25, 9.25, 1.75, 
    NA, 10, 4.875, 8.75, 9.25, 0, 10, 8.3333333330000006, 5, 
    4.375, 6.6666666670000003, 5, 6.6666666670000003, 4.1666666670000003, 
    9.25, 3.75, 9.25, 0, 9.25, 9.25, 10, 7.5, 9.25, 0, 4.1666666670000003, 
    3.3333333330000001, 8.3333333330000006, 0.83333333300000001, 
    6.6666666670000003, 10, 8.3333333330000006, 10, 10, 8.3333333330000006, 
    10, 3.3333333330000001, 1.6666666670000001, 5, NA, 10, 7.5, 
    10, 5, 10, 10, 3.3333333330000001, 10, 2.5, 10, 10, 5.8333333329999997, 
    8.3333333330000006, 5, 10, 10, 8.3333333330000006, 5, 6.6666666670000003, 
    10, 10, 5, 9.1666666669999994, 9.1666666669999994, 10, 10, 
    10, 10, 10, 10, 10, 0, 10, 10, 6.6666666670000003, 10, 10, 
    10, 3.3333333330000001, 5, 8.3333333330000006, 10, 7.5, 6.6666666670000003, 
    8.3333333330000006, 1.6666666670000001, 8.3333333330000006, 
    5, 9.1666666669999994, 10, 10, 10, 10, 5, 5, 1.6666666670000001, 
    NA, 10, 10, 10, 8.3333333330000006, 10, 3.3333333330000001, 
    10, 6.6666666670000003, 10, 1.6666666670000001, 8.3333333330000006, 
    10, 10, 3.3333333330000001, 7.5, 4.1666666670000003, 0.83333333300000001, 
    10, 10, 10, 7.5, 6.6666666670000003, 3.3333333330000001, 
    5, 10, 0, 5, 10, 10, 10, 10, 3.3333333330000001, 10, 5.8333333329999997, 
    8.3333333330000006, 10, 10, 10, 9.1666666669999994, 4.1666666670000003, 
    3.3333333330000001, 10, 0, 1.6666666670000001, 10, 7.5, 10, 
    9.1666666669999994, 5, 10, 10, 0, 10, 10, 9.1666666669999994, 
    0, 2.5, 10, 5, 8.3333333330000006, 8.3333333330000006, 10, 
    10, 10, 10, 0, NA, 10, 4.1666666670000003, 8.3333333330000006, 
    10, 0, 10, 8.3333333330000006, 6.6666666670000003, 5.8333333329999997, 
    6.6666666670000003, 5, 6.6666666670000003, 4.1666666670000003, 
    10, 5, 10, 0, 10, 10, 10, 10, 10, 0, 1.25, 5, 8.3333333330000006, 
    0.83333333300000001, 6.6666666670000003, 10, 8.3333333330000006, 
    10, 10, 8.3333333330000006, 10, 3.3333333330000001, 0, 5, 
    NA, 10, 7.5, 10, 5, 10, 10, 3.3333333330000001, 10, 2.5, 
    10, 10, 5.8333333329999997, 8.3333333330000006, 5, 10, 10, 
    8.3333333330000006, 5, 6.6666666670000003, 10, 10, 5, 9.1666666669999994, 
    9.1666666669999994, 10, 10, 8.3333333330000006, 10, 10, 10, 
    10, 0, 10, 10, 6.6666666670000003, 10, 10, 10, 3.3333333330000001, 
    5, 8.3333333330000006, 10, 7.5, 6.6666666670000003, 8.3333333330000006, 
    5, 5, 10, 7.5, 10, 10, 10, 10, 6.6666666670000003, 5, 1.6666666670000001, 
    NA, 10, 10, 10, 8.3333333330000006, 10, 3.3333333330000001, 
    10, 6.6666666670000003, 10, 1.6666666670000001, 8.3333333330000006, 
    NA, 10, 1.6666666670000001, 5.8333333329999997, NA, 0.83333333300000001, 
    10, 10, 10, 7.5, 8.3333333330000006, 3.3333333330000001, 
    5, 10, 0, 6.6666666670000003, 10, 10, 10, 10, 3.3333333330000001, 
    6.6666666670000003, 5.8333333329999997, 8.3333333330000006, 
    10, 10, 10, 9.1666666669999994, 4.1666666670000003, 3.3333333330000001, 
    10, 0, 0, 10, 7.5, 10, 9.1666666669999994, 5, 10, 10, 0, 
    10, 10, 9.1666666669999994, 0, 2.5, 10, 5, 8.3333333330000006, 
    8.3333333330000006, 10, 10, 10, 10, 0, NA, 10, 4.1666666670000003, 
    8.3333333330000006, 10, 0, 10, 5, 8.3333333330000006, 5.8333333329999997, 
    6.6666666670000003, 3.3333333330000001, 6.6666666670000003, 
    4.1666666670000003, 10, 5, 10, 0, 10, 10, 10, 10, 10, 0, 
    3.75, 5, 10, 2.5, 5, 10, 10, 10, 10, 10, 10, 5, 0, 5, NA, 
    10, 7.5, 7.5, NA, 10, 10, 2.5, 10, 2.5, 10, 8.75, 2.5, 10, 
    3.75, 10, 10, 5, 5, 10, 10, 10, 5, 5, 10, 7.5, 10, 7.5, 10, 
    10, 10, 10, 2.5, 10, 10, 5, 10, 10, 10, 5, 5, 7.5, 10, 5, 
    10, 6.25, NA, 3.75, 10, 6.25, 8.75, 10, 10, 10, 10, 5, 0, 
    NA, 10, 10, 10, 7.5, 10, 5, 10, 5, 10, 3.75, 10, NA, 10, 
    2.5, 7.5, NA, NA, 10, 10, 10, 8.75, 7.5, 3.75, 5, 10, 3.75, 
    7.5, 10, 10, 10, 10, 5, 5, 3.75, 6.25, 10, 10, 10, 8.75, 
    7.5, 2.5, 10, 0, 1.25, 10, 5, 10, 10, 10, 10, 10, 0, 10, 
    10, 8.75, 0, 2.5, 10, NA, 5, 7.5, 10, 10, 10, 10, 1.25, NA, 
    10, 2.5, 10, 10, 2.5, 10, 5, 7.5, 7.5, 7.5, 2.5, 5, 5, 10, 
    2.5, 10, 0, 10, 10, 10, 10, 10, 1.25, 3.75, 5, 10, 2.5, 5, 
    10, 10, 10, 10, 10, 10, 5, 0, 5, NA, 10, 7.5, 7.5, NA, 10, 
    10, 2.5, 10, 2.5, 10, 8.75, 2.5, 10, 3.75, 10, 10, 5, 5, 
    10, 10, 10, 5, 5, 10, 7.5, 10, 7.5, 10, 10, 10, 10, 2.5, 
    10, 10, 5, 10, 10, 10, 5, 5, 7.5, 10, 5, 10, 6.25, NA, 3.75, 
    10, 6.25, 8.75, 10, 10, 10, 10, 5, 0, NA, 10, 10, 10, 7.5, 
    10, 5, 10, 5, 10, 3.75, 10, NA, 10, 2.5, 7.5, NA, NA, 10, 
    10, 10, 8.75, 7.5, 3.75, 5, 10, 3.75, 7.5, 10, 10, 10, 10, 
    5, 5, 3.75, 6.25, 10, 10, 10, 8.75, 7.5, 2.5, 10, 0, 1.25, 
    10, 5, 10, 10, 10, 10, 10, 0, 10, 10, 8.75, 0, 2.5, 10, NA, 
    5, 7.5, 10, 10, 10, 10, 1.25, NA, 10, 2.5, 10, 10, 2.5, 10, 
    5, 7.5, 7.5, 7.5, 2.5, 5, 5, 10, 2.5, 10, 0, 10, 10, 10, 
    10, 10, 1.25, 3.75, 5, 7.5, 0, 2.5, 10, 10, 10, 10, 7.5, 
    10, 5, 0, 5, NA, 10, 7.5, 5, NA, 10, 10, 2.5, 10, 2.5, 10, 
    7.5, 5, 10, 2.5, 10, 10, 5, 5, 10, 10, 10, 7.5, 7.5, 10, 
    5, 10, 10, 10, 10, 10, 10, 2.5, 10, 10, 2.5, 10, 10, 10, 
    5, 0, 10, 10, 5, 10, 10, NA, 5, 5, 7.5, 7.5, 10, 10, 10, 
    5, 7.5, 0, NA, 10, 10, 10, 7.5, 10, 5, 10, 5, 10, 2.5, 10, 
    NA, 10, 2.5, 2.5, NA, NA, 10, 10, 10, 5, 7.5, 2.5, 5, 10, 
    5, 7.5, 10, 10, 10, 10, 5, 2.5, 7.5, 7.5, 7.5, 10, 10, 10, 
    7.5, 5, 10, 0, 0, 10, 7.5, 10, 7.5, 10, 10, 10, 0, 10, 10, 
    7.5, 0, 0, 10, NA, 5, 7.5, 10, 10, 7.5, 10, 2.5, NA, 10, 
    2.5, 10, 10, 2.5, 10, 10, 2.5, 10, 10, 2.5, 5, 5, 10, 2.5, 
    10, 0, 10, 10, 10, 10, 10, 0, 2.5, 5, 7.5, 0, 2.5, 10, 10, 
    10, 10, 7.5, 10, 5, 0, 5, NA, 10, 7.5, 5, NA, 10, 10, 2.5, 
    10, NA, 10, 7.5, 5, NA, 2.5, 10, NA, 5, 5, 10, 10, 10, 7.5, 
    7.5, 10, 5, 10, 10, 10, 10, 10, 10, 2.5, 10, 10, 2.5, 10, 
    10, 10, 5, NA, 10, 10, 5, 10, 10, NA, 5, 5, 7.5, 7.5, 10, 
    10, 10, 5, 7.5, 0, NA, 10, 10, 10, 7.5, 10, 5, 10, 5, 10, 
    2.5, 10, NA, 10, NA, 2.5, NA, NA, 10, 10, 10, 5, 7.5, 2.5, 
    5, 10, 5, 7.5, 10, 10, 10, 10, 5, 2.5, 7.5, 7.5, 7.5, 10, 
    10, 10, 7.5, 5, 10, 0, 0, 10, 7.5, 10, 7.5, 10, 10, 10, NA, 
    10, 10, 7.5, NA, 0, 10, NA, 5, 7.5, 10, 10, 7.5, 10, 2.5, 
    NA, NA, NA, 10, 10, 2.5, 10, NA, 2.5, 10, NA, 2.5, 5, 5, 
    10, 2.5, 10, 0, 10, 10, 10, 10, 10, NA, 2.5, 5, 7.5, 0, 2.5, 
    10, 10, 10, 10, 7.5, 10, 5, 0, 5, NA, 10, 7.5, 5, NA, 10, 
    10, 2.5, 10, NA, 10, 7.5, 5, NA, 2.5, 10, NA, 5, 5, 10, 10, 
    10, 7.5, 7.5, 10, 5, 10, 10, 10, 10, 10, 10, 2.5, 10, 10, 
    2.5, 10, 10, 10, 5, NA, 10, 10, 5, 10, 10, NA, 5, 5, 7.5, 
    7.5, 10, 10, 10, 5, 7.5, 0, NA, 10, 10, 10, 7.5, 10, 5, 10, 
    5, 10, 2.5, 10, NA, 10, NA, 2.5, NA, NA, 10, 10, 10, 5, 7.5, 
    2.5, 5, 10, 5, 7.5, 10, 10, 10, 10, 5, 2.5, 7.5, 7.5, 7.5, 
    10, 10, 10, 7.5, 5, 10, 0, 0, 10, 7.5, 10, 7.5, 10, 10, 10, 
    NA, 10, 10, 7.5, NA, 0, 10, NA, 5, 7.5, 10, 10, 7.5, 10, 
    2.5, NA, NA, NA, 10, 10, 2.5, 10, NA, 2.5, 10, NA, 2.5, 5, 
    5, 10, 2.5, 10, 0, 10, 10, 10, 10, 10, NA, 2.5, 5), pf_score = c(7.5962805759999998, 
    5.2817721090000003, 6.1113243639999997, 8.0996956820000001, 
    6.9128036020000003, 9.1844384530000003, 9.2469484009999992, 
    5.6765534779999998, 7.454537846, 6.1360699939999996, 5.3026003580000003, 
    7.7068944650000004, 6.0590281629999998, 8.9871785870000007, 
    7.4308638360000003, 7.4969762949999996, 6.6009728150000004, 
    7.206770015, 7.8614471449999996, 6.8763344530000001, 6.6659774059999997, 
    4.6636997180000002, 8.1555390770000002, 7.4553396699999999, 
    4.4141344269999996, 7.2384482859999997, 5.3307743109999999, 
    9.1517266419999999, 7.9865830659999997, 5.465632394, 5.50954107, 
    8.2160353409999995, 5.3508203390000002, 7.0215132730000001, 
    4.9472567859999996, 6.7778676940000002, 8.1654289690000006, 
    7.0625420480000001, 8.456175752, 8.5143939159999995, 9.0297614139999993, 
    9.3256399689999991, 6.9425749620000001, 7.5505553589999996, 
    3.8945537730000002, 6.917901981, 9.0137012179999996, 5.0640899409999998, 
    7.7922043949999997, 9.2943679170000006, 8.7668029270000005, 
    5.3155752219999997, 5.3026847019999996, 7.576535507, 9.2351913779999997, 
    7.8721778149999997, 7.9467681499999996, 6.5482459820000001, 
    5.3712016069999997, 6.8597217239999999, 7.0417958729999999, 
    7.1844425879999996, 6.3864825969999997, 8.5836795909999992, 
    8.2589457730000007, 9.083506216, 6.1958713349999996, 6.3813124600000002, 
    4.5324492449999996, 3.1160276200000001, 8.9391294039999991, 
    7.5449161419999999, 8.6904463169999993, 7.2684160929999999, 
    8.7337705499999991, 6.2386665170000004, 6.375675545, 6.44553669, 
    8.7663498579999999, 5.6305744740000003, 6.2470129539999997, 
    5.8635861709999997, 8.8510680839999996, 6.4299941790000004, 
    6.6884439599999999, 6.403401744, 3.8805656229999999, 8.8213389259999992, 
    9.2574018220000003, 7.4136580240000001, 6.8351235089999998, 
    7.4452136089999996, 5.9029799540000001, 6.0609294709999997, 
    8.9779974619999994, 4.9877497760000002, 7.7174656319999997, 
    6.7960203970000004, 7.0590295249999997, 7.9983125529999999, 
    7.6301041329999997, 5.9867565120000004, 6.6592066450000003, 
    5.4633608689999997, 7.3949155019999999, 6.91161139, 9.3988423599999997, 
    9.2848191569999994, 6.4324947259999998, 5.7145200970000003, 
    5.8236172059999998, 9.3424811329999997, 5.5090552129999999, 
    5.3245924479999998, 7.7152400739999996, 7.2549488159999997, 
    6.9745981869999998, 7.7207866950000001, 6.4975266940000003, 
    8.3531204549999991, 9.0437122429999999, 5.5255529770000003, 
    8.6532324989999996, 5.7143816650000003, 6.4677390509999997, 
    4.4387320690000003, 6.7741877690000001, 7.8479432520000003, 
    7.3725243349999996, 7.0446591520000004, 7.4794236349999998, 
    8.5364998910000001, 8.8227914670000001, 7.695143614, 8.7582137640000006, 
    6.0407218330000001, 4.2460471709999998, 7.7885630460000002, 
    6.0203286570000003, 9.3347502979999994, 9.1855180989999994, 
    2.5116537540000001, 9.0413940369999999, 5.6523245790000001, 
    6.1264186929999997, 6.3995626010000004, 6.186449627, 6.7299380099999997, 
    6.9204463880000002, 6.577472244, 6.0924653089999996, 6.1288890939999998, 
    6.5862704079999999, 5.0733501759999999, 8.9958358720000007, 
    8.7473102160000007, 8.2961418059999996, 5.5214489130000004, 
    5.9680076, 2.1665553399999999, 6.0076988560000002, 5.1707255749999996, 
    7.5870780079999998, 5.335309852, 6.1329582800000004, 8.0250955509999997, 
    6.8717730609999998, 9.214745272, 9.3797942810000006, 5.5523770739999998, 
    7.5029825629999998, 6.1189018739999996, 5.2922088580000004, 
    7.82185123, NA, 9.1857131729999999, 7.0945840499999999, 7.5817133999999999, 
    6.6627909250000004, 7.3519318269999996, 8.0032667120000003, 
    6.7901323319999998, 6.7042996910000001, 4.6091160100000002, 
    8.2384054780000007, 7.3677157769999999, 4.2410651819999998, 
    7.3145484209999996, 5.1279396129999997, 9.1301120430000005, 
    8.3618059579999997, 5.619156072, 5.6349964950000002, 8.2650020309999999, 
    5.374699938, 6.9057744550000004, 4.8196121789999999, 6.8629562059999998, 
    8.2553083110000003, 6.9522695890000001, 8.5219202139999997, 
    8.6691541520000008, 9.0387066709999999, 9.3360459030000005, 
    7.0233675719999997, 7.4526773019999997, 3.8522721510000002, 
    7.1199717600000003, 8.9630802710000008, 5.1563172990000004, 
    7.7012906900000004, 9.4078693409999996, 8.6587810659999995, 
    5.3186850220000004, 5.4601417899999998, 7.776962277, 9.2909144260000005, 
    7.7112808150000003, 8.0718345980000006, 6.5306048849999998, 
    5.5600616760000001, 6.8311155929999998, 6.9495669189999996, 
    7.2109869939999998, 6.3976292250000002, 8.7451617089999996, 
    8.4429936839999993, 9.1495272639999996, 6.2047286430000002, 
    6.4281196700000001, 4.4920737620000004, NA, 9.0410496150000004, 
    7.8226774350000001, 8.7172160230000006, 7.2368117630000004, 
    8.7063700859999997, 6.293273546, 6.4219950389999996, 6.3233891150000003, 
    8.7969270129999995, 5.4553685449999998, 6.2119217000000004, 
    5.9160138370000004, 8.8162538050000006, 6.1179080069999996, 
    6.6813311469999999, 6.370389211, 3.9742360539999999, 8.8393682689999995, 
    9.3293340929999999, 7.4708989700000004, 6.8852495930000002, 
    7.4568571510000003, 5.9701345440000004, 5.9719890419999997, 
    9.0414072730000008, 5.04182519, 7.7810329149999999, 6.9125126950000002, 
    7.1011879479999997, 8.0388725389999998, 7.9829725309999997, 
    5.9802452849999996, 6.7795227640000002, 5.582741607, 7.331469266, 
    6.9510824490000003, 9.3665180909999997, 9.273780082, 6.362252121, 
    5.6044699739999997, 5.6308827209999999, 9.3889917159999996, 
    5.5928123899999997, 5.3046871370000002, 7.7069689429999997, 
    7.194144563, 6.9999221269999996, 7.7600731090000004, 6.6755289649999998, 
    8.6207686769999992, 9.0413356369999995, 5.5949305889999996, 
    8.7140226349999992, 5.6865189090000001, 6.5516568570000002, 
    4.4044075569999999, 6.8422673500000002, 7.9809596379999999, 
    7.7461481279999997, 7.1762401410000001, 7.6135307750000001, 
    8.6049804610000002, 8.9557606439999997, 7.6731837980000002, 
    8.8219328689999994, 6.037549941, NA, 7.7504073800000004, 
    6.12992911, 9.3191485909999994, 9.2589163560000003, 2.8616528589999999, 
    9.0532543200000006, 5.7620519840000002, 6.1914747779999999, 
    6.4532362550000002, 5.6107096600000004, 6.7009336829999997, 
    7.0399347409999997, 6.6012783410000004, 6.4736338509999998, 
    6.119589403, 6.2887031350000004, 5.1004550030000004, 9.0474076100000005, 
    8.8275699850000002, 8.3906936590000001, 5.5234997610000001, 
    6.0149828259999998, 2.3368843579999998, 6.1289801879999999, 
    5.1552792160000003, 7.7501656810000004, 5.3786565749999999, 
    6.1079282389999996, 7.9242902060000002, 6.9159719300000004, 
    9.3246842769999994, 9.3802557409999991, 5.8233675590000002, 
    7.4221608300000002, 5.9885785680000003, 5.4942600720000003, 
    7.8800635129999996, NA, 9.1010871909999995, 6.983818404, 
    7.5627629809999997, 6.7229235190000001, 7.3421166390000003, 
    8.0429568150000001, 6.8024516830000001, 6.959999388, 4.6781744879999998, 
    8.3275659950000005, 7.3142569200000001, 4.6380748040000004, 
    7.3254784209999997, 5.543957228, 9.2191054050000005, 8.0067545229999997, 
    5.4534770100000003, 5.9940910289999998, 8.1951782980000001, 
    5.5197592069999999, 6.9474637220000002, 4.8277005820000003, 
    6.7654202720000001, 8.6177148700000004, 6.9710781070000003, 
    8.4788895340000003, 8.7017811500000004, 9.0193144570000001, 
    9.4056805360000002, 7.2917288999999998, 7.387582246, 4.301382469, 
    7.4911647989999999, 9.0005052990000003, 5.1793817129999997, 
    7.4773888050000004, 9.4867050870000007, 8.9347463529999995, 
    5.2292367139999998, 5.7779297730000003, 7.7718818440000002, 
    9.3023990679999997, 7.8708996390000001, 8.1431708609999998, 
    6.9547347439999996, 5.3681148319999998, 6.6575584409999999, 
    6.9452607520000003, 7.4740108200000002, 6.5531635279999998, 
    8.7849110009999993, 8.5672985399999995, 9.2466337289999991, 
    6.2798884660000001, 6.3987155529999997, 4.2313713310000001, 
    NA, 8.7956002019999993, 7.461034486, 8.7036298270000003, 
    7.3589982200000001, 8.7714439219999996, 6.2981616049999998, 
    6.4699974170000001, 6.2115266509999998, 8.8554408650000003, 
    5.7543121639999999, 6.2545682649999996, 5.9719879760000003, 
    8.7110738699999999, 6.1754052169999998, 6.5632305229999996, 
    6.4571143360000001, 4.2164959599999996, 8.7290859730000001, 
    9.3622809670000002, 7.1447294819999998, 7.2212211379999998, 
    7.4084122380000004, 5.8390011030000002, 5.8533996530000003, 
    8.8712535369999994, 5.1291751139999997, 7.8442656590000004, 
    6.99221, 7.1261512800000002, 8.0972452179999994, 8.1014361939999997, 
    6.0866086289999997, 6.7094907069999996, 5.7969511440000003, 
    7.2585322269999999, 7.0865504570000004, 9.2113581389999997, 
    9.3627716450000005, 6.6491562450000004, 5.8789613640000002, 
    5.7233680629999997, 9.5265638110000008, 5.7059574819999996, 
    5.045777621, 7.687835068, 6.9513626860000004, 7.1803687810000003, 
    7.5659597769999998, 6.6080407589999997, 8.8333230220000001, 
    9.0294334379999999, 5.6847954339999998, 8.9024383940000007, 
    5.972596942, 6.4795736010000002, 4.7230663760000002, 6.8097317469999998, 
    8.0600483379999996, 6.6507404279999998, 7.2873568899999999, 
    7.5890621979999997, 8.6568399570000008, 8.9360668780000001, 
    7.4995584160000002, 8.9445379979999995, 5.7544026639999997, 
    NA, 7.2636780820000002, 5.9542733290000003, 9.2535660239999995, 
    9.3038642060000001, 3.0771903850000002, 8.7852851649999995, 
    5.9685506830000001, 6.3599310170000001, 6.567701317, 6.3154244449999997, 
    6.6715582769999999, 7.0577894380000004, 6.665387333, 6.6423017309999999, 
    6.1598916179999996, 6.1603976779999998, 5.2785729010000004, 
    9.1558051930000008, 8.8505699230000001, 8.3339606939999999, 
    5.8674600349999997, 6.0206819410000003, 2.5190691119999999, 
    5.6729638680000001, 5.3053654510000001, 7.5091932569999997, 
    5.1468418490000003, 6.7396778880000001, 8.2616888320000008, 
    7.1038805580000002, 9.1673312419999995, 9.320218917, 5.9729399440000002, 
    7.4176977620000004, 5.7422653730000004, 5.2921277870000001, 
    7.90177116, NA, 9.0410667240000002, 7.1404132110000003, 7.3756202010000003, 
    6.8190911160000001, 7.6478769360000003, 8.0126886919999993, 
    6.5160804670000001, 7.4047612919999999, 5.9408903390000001, 
    8.3475201919999993, 7.7004554599999997, 6.3577127170000001, 
    7.1928976240000004, 6.2225035049999997, 9.225504269, 8.0065885800000007, 
    4.8903534659999996, 5.5605280830000003, 8.1080757450000007, 
    5.7375622130000004, 6.470821012, 4.4559927510000001, 6.7796461729999997, 
    8.2330288360000008, 6.6804210289999997, 8.4818881289999997, 
    8.6345882520000004, 9.1051489780000008, 9.519350373, 7.1119070679999998, 
    7.6261391700000001, 4.6991699579999997, 7.2071164019999996, 
    8.9710111860000001, 5.8576142869999996, 7.2842484320000001, 
    9.4562306829999994, 8.7694709159999995, 6.1891463590000004, 
    5.9298378759999997, 7.7583256389999997, 9.2209225509999992, 
    7.9181353440000004, 8.0938928539999999, 6.6172319819999998, 
    5.8823749369999998, 6.1855710259999999, 7.6332959249999996, 
    7.1184785589999997, 5.9553758820000002, 8.9836294760000008, 
    8.5578039369999992, 9.2491026289999994, 6.9652285469999997, 
    6.9317414160000004, 4.0876172630000003, NA, 9.0155723479999992, 
    7.8647824240000004, 8.7600795849999997, 7.1667751319999997, 
    8.8525997220000008, 6.1200751289999999, 6.3481483880000003, 
    6.3496462710000001, 8.6660652739999993, 6.1875845229999999, 
    6.1451227240000001, NA, 8.7529110540000001, 6.0653444710000004, 
    6.4363351389999996, NA, 4.9959297889999998, 8.6722151380000003, 
    9.1880290759999994, 7.9436115110000003, 7.0686686920000001, 
    7.5131787350000003, 6.1348294719999998, 5.9749484610000003, 
    8.9303267650000002, 5.3480840020000002, 8.3433684899999996, 
    6.7907910640000004, 7.45399689, 8.1051904439999998, 8.0517991930000008, 
    6.243817301, 7.0472826670000002, 5.03109523, 7.3769816659999998, 
    7.4147708220000004, 9.1860373049999993, 9.2571692369999994, 
    6.8791211329999999, 6.2167716689999999, 5.4454565969999997, 
    9.5601694090000002, 5.7930552139999998, 4.7908422530000001, 
    7.718084545, 6.8959442360000001, 7.2893041370000002, 7.4531310260000003, 
    6.0679603579999997, 8.8910067280000007, 8.9294058829999994, 
    5.6894829250000001, 8.6156188849999999, 6.2690672750000003, 
    6.5227387630000004, 4.3615191400000004, 6.735442699, 7.6267306550000002, 
    6.8124359999999999, 6.3784837769999996, 7.2969850669999996, 
    8.7571850149999992, 8.9204813010000006, 7.2038766440000002, 
    8.6617946190000001, 5.8342804480000003, NA, 7.2855455300000003, 
    5.8395668409999999, 9.2711517380000004, 9.2105238329999999, 
    4.1200567530000001, 8.6782330769999998, 6.6251750649999996, 
    6.6724143480000002, 6.8803454960000003, 6.4945814659999996, 
    5.9399510930000003, 7.0658591670000002, 5.9263903889999998, 
    7.3159749380000001, 6.0959846989999997, 7.4912694230000003, 
    5.2361945749999999, 9.0655071730000003, 8.6347314700000002, 
    8.4936068270000007, 6.7077142859999999, 6.2486508719999998, 
    3.2954098630000002, 6.4408686350000002, 5.3950690139999997, 
    7.6703818239999997, 5.2448070390000003, 6.3843604269999998, 
    8.0985733559999993, 7.3685953690000003, 9.1558727750000006, 
    9.2685437519999994, 6.0013114139999999, 7.8518748330000001, 
    5.8485274949999999, 5.4779171580000003, 8.0372169610000004, 
    NA, 9.0337811059999993, 7.2251554440000003, 7.1028563919999996, 
    NA, 7.60251067, 7.874977049, 6.4080804669999996, 7.420760026, 
    6.5906345149999996, 8.2666617870000003, 7.4417205270000002, 
    6.027681587, 7.3436255160000004, 6.1305458330000002, 9.2067880219999996, 
    8.1984714689999993, 4.7281132320000001, 5.5454312789999998, 
    8.6298215569999996, 5.6367794849999999, 6.3956421700000003, 
    4.4213286949999997, 6.2795210299999997, 8.2514757319999994, 
    6.2708039839999996, 8.4229887059999999, 8.5070430409999993, 
    9.0304054310000001, 9.4871669099999991, 7.0329428849999998, 
    7.3322859439999997, 5.2025730030000004, 7.196338624, 8.9677449249999999, 
    5.5070892990000004, 7.3490257410000002, 9.4409045089999992, 
    8.7522335269999996, 6.0923424600000002, 6.0800536620000001, 
    7.3782194040000002, 9.2065403799999999, 7.6270612699999996, 
    8.5955432149999993, 6.5832075679999997, NA, 5.9507560460000004, 
    7.7126200620000001, 7.0485314690000003, 5.8773388449999997, 
    9.0381713369999996, 8.5286923439999995, 9.2702619160000008, 
    7.2045145399999999, 6.9212518469999997, 3.92356544, NA, 8.9856647370000005, 
    7.7708503269999998, 8.7255219210000003, 6.9805317459999996, 
    8.8869498720000006, 6.213782675, 6.375663308, 6.344946019, 
    8.6633410000000008, 6.097099687, 6.269649813, NA, 8.7236439249999993, 
    6.3758419359999996, 6.4733143059999998, NA, NA, 8.683015052, 
    9.169140187, 8.2613282639999994, 7.010602059, 7.6049495680000003, 
    6.2783619120000003, 5.9431641539999998, 8.8440475230000004, 
    5.8271010639999998, 8.5823313080000005, 6.6352270149999999, 
    7.4600994549999999, 8.0233933279999992, 8.0776979509999993, 
    6.4138170429999999, 6.742088055, 5.1003953470000001, 7.1473149989999998, 
    7.2711356230000002, 9.1589760219999992, 9.0992780809999996, 
    6.6386263210000003, 6.5653358490000002, 5.2274347390000004, 
    9.5681542329999996, 5.8055763120000003, 4.9269554470000001, 
    7.7285164860000002, 6.2758053470000004, 7.3369541299999996, 
    7.6919818390000003, 6.9002883519999996, 8.9100926519999994, 
    8.9493999990000006, 5.2544564439999997, 8.5229846089999999, 
    6.303112015, 6.3203183889999996, 4.3801581970000001, 6.4310422489999999, 
    7.4728984660000002, NA, 6.0242245179999996, 7.1634510499999999, 
    8.7588047220000007, 8.9119696140000002, 7.1578486310000002, 
    8.6835873170000006, 5.7214432970000004, NA, 7.6239135850000004, 
    5.414324616, 9.4481844489999993, 9.3202103160000007, 4.4633068570000001, 
    8.5228325439999999, 6.736704392, 6.5407230070000004, 7.1867055909999999, 
    6.6444545740000001, 5.501812396, 6.989158389, 6.140156138, 
    7.1893699670000002, 5.762715697, 7.6139706499999997, 4.8656162910000003, 
    9.0349683390000006, 8.622446128, 8.5781562329999996, 6.6313007920000002, 
    6.2913656329999998, 3.381012197, 6.5771865930000004, 5.1096194869999998, 
    7.7640884750000003, 5.3623390820000001, 5.5499021940000004, 
    8.1306527210000006, 7.4106799600000004, 9.1825013749999993, 
    9.1765598090000005, 6.0856982459999998, 7.942748194, 6.1018445650000004, 
    5.6169657380000002, 8.0286482079999999, NA, 9.0718634730000005, 
    7.3958072780000004, 7.173280503, NA, 7.5608316459999996, 
    7.9934191510000003, 6.5442550700000002, 7.6310882729999996, 
    6.6558304030000004, 8.3599726870000008, 7.5470671630000004, 
    6.1136240429999997, 7.5082875910000002, 6.1282641250000003, 
    9.2659856479999991, 8.2515623040000001, 4.8794590710000003, 
    5.6552791400000002, 8.6703046530000005, 5.7389714329999997, 
    6.52801879, 4.7966537210000002, 6.3000278019999998, 8.2697092130000005, 
    6.0269883960000001, 8.4778369560000009, 8.6573184110000003, 
    9.01929391, 9.4747748420000004, 6.9719733269999997, 7.4760974300000003, 
    5.2918699299999998, 6.8356878310000004, 8.9566644380000007, 
    5.6182826490000002, 7.3558105679999999, 9.4793706279999999, 
    8.7642316830000002, 6.1597440089999997, 6.1933994280000002, 
    7.4564884649999996, 9.2449778719999998, 7.6474713230000004, 
    8.7271175719999992, 6.5713941450000002, NA, 6.2511894290000001, 
    7.8516961949999997, 7.1893676600000003, 6.0741974189999999, 
    9.0657817529999996, 8.7155240900000006, 9.3039325250000005, 
    7.2878174759999998, 7.0085879750000002, 4.0549642270000001, 
    NA, 9.0612529429999995, 7.9354947320000004, 8.7463200870000009, 
    7.0001084660000004, 8.8960110429999997, 6.2019374550000004, 
    6.3867429429999998, 6.5530677510000004, 8.6300750439999998, 
    6.2262515150000004, 6.190304147, NA, 8.8027012110000005, 
    6.6879055540000003, 6.5715959719999999, NA, NA, 8.7354532620000001, 
    9.2048962040000006, 8.351364427, 7.368192412, 7.4674986470000002, 
    6.4850793480000002, 6.2687386680000001, 9.0044423980000001, 
    5.8792305330000003, 8.581384302, 6.7635727179999998, 7.463973663, 
    7.9810102699999996, 8.1496628060000003, 6.4590897299999996, 
    6.8801810269999999, 5.1184722980000004, 7.3172693530000004, 
    7.4804615979999998, 9.2175863259999993, 9.1934609490000003, 
    6.7379040530000003, 6.686818916, 5.3403076599999997, 9.3653978000000002, 
    5.8666216499999999, 5.0871554229999996, 7.7264434749999999, 
    6.3588291799999999, 7.2688741639999996, 7.7461330190000002, 
    7.0262886099999999, 9.0985417850000001, 9.0002575690000004, 
    5.2321937160000003, 8.5768510320000004, 6.381337501, 6.3498637889999996, 
    4.4355656650000004, 6.4584199529999999, 7.4918594110000001, 
    NA, 6.0114103999999999, 7.2110823100000001, 8.8030421180000005, 
    8.8705510820000004, 7.2437962960000002, 8.8008432049999996, 
    5.9480399540000004, NA, 7.7302324179999999, 5.471813311, 
    9.4428892379999994, 9.3243322440000007, 5.0785351829999996, 
    8.6056389769999999, 6.8181782870000003, 6.6753607170000002, 
    7.4235157049999998, 6.8009813799999996, 5.6133058990000002, 
    7.0137350280000001, 6.153702183, 7.4075454030000003, 5.8322246379999996, 
    7.701819704, 4.8393554249999999, 9.0887621949999993, 8.7129335999999995, 
    8.6928566059999994, 6.7549156310000003, 6.4150831659999996, 
    3.2311884129999999, 6.6405173719999997, 5.171471339, 7.7572500560000002, 
    5.2087124979999997, 5.1753898090000003, 8.1813162110000004, 
    7.4162631960000001, 9.2653857409999993, 9.0230483919999998, 
    6.6526553890000004, 7.8941370830000004, 6.3214607840000001, 
    5.5384104460000003, 8.0297023240000005, NA, 9.0979832439999999, 
    7.3793142219999996, 6.7797619850000004, NA, 7.3843010800000002, 
    8.204545457, 6.7996518960000003, 7.7683504010000002, 6.3779361510000001, 
    8.2990254530000005, 7.5841401389999996, 6.3521957840000001, 
    7.7466369830000001, 5.6985242400000002, 9.2702301739999999, 
    8.3120470470000001, 5.3875126120000001, 5.6999359009999999, 
    8.6527341910000004, 5.5636440199999999, 6.8839665009999997, 
    5.5158030670000002, 6.6652923529999999, 8.0840075480000007, 
    5.8160498040000004, 8.148326999, 8.938169405, 9.0919803350000006, 
    9.4887620580000007, 6.9716644759999999, 7.4116520619999999, 
    5.5385191989999996, 7.2282986109999996, 9.0666371800000007, 
    5.3470528020000003, 7.5634364459999999, 9.5004821780000004, 
    8.7841713079999995, 6.0602731099999998, 5.5762080100000002, 
    8.1366092099999996, 9.1067444450000004, 7.5816345490000003, 
    8.6194774489999997, 7.2730423279999998, NA, 6.3310505399999997, 
    7.19458938, 7.02183358, 6.4885542909999998, 9.0368958129999992, 
    8.8828720010000009, 9.193639138, 6.5741716810000002, 7.1628432049999997, 
    4.4890048069999997, NA, 9.0690715260000001, 8.4769370839999993, 
    8.7624258719999997, 7.2244097219999999, 8.7897309700000008, 
    5.9357040469999998, 6.9108985389999997, 6.4647753120000004, 
    8.8333184300000003, 6.2442747360000004, 6.1885839699999998, 
    NA, 8.6576407159999995, 6.4530655059999997, 5.6872209720000004, 
    NA, NA, 8.6640164399999993, 9.2027562229999997, 8.1659204439999993, 
    6.8229543159999997, 7.2710300129999998, 6.3048361420000001, 
    6.526070539, 9.0321539000000008, 5.798657607, 8.5067162219999997, 
    6.7778535399999997, 7.4505173889999998, 7.5798327619999997, 
    8.2085710699999996, 6.3939320830000002, 6.3991483880000004, 
    6.0079495009999997, 7.2424113730000004, 7.3476535719999996, 
    9.1972571540000008, 9.4281534570000005, 7.4009908549999999, 
    7.1943285010000002, 5.881825547, 9.5618507810000004, 5.4334845969999996, 
    4.8339342900000002, 7.6836800309999997, 7.0213291800000004, 
    7.31816814, 7.5991176899999999, 7.3199292390000004, 8.9296750150000008, 
    8.9997004599999997, 4.9607961310000004, 8.7495299289999995, 
    6.4937334959999999, 6.7105434199999996, 4.6060599790000003, 
    6.4607696389999996, 7.728382732, NA, 6.4752510040000004, 
    7.4454393210000003, 8.7763697040000004, 8.6200389029999993, 
    6.7981613760000004, 9.1724000599999993, 6.5706497009999998, 
    NA, 7.8521768630000004, 5.8527160890000003, 9.4386050800000003, 
    9.3362828859999993, 5.1485919229999997, 8.2949067830000001, 
    7.5352682939999998, 6.4791703030000001, 7.7481054589999996, 
    7.4870924910000003, 5.7997873799999997, 6.8404016939999996, 
    5.6874792019999996, 7.1520001689999999, 5.6061874899999999, 
    7.6962640520000001, 5.8617694800000004, 9.0128061430000006, 
    8.7116920820000008, 8.8175751289999997, 6.353238095, 6.6798711060000002, 
    4.7304484919999998, 6.0873829280000002, 5.3588295859999997, 
    7.8602671920000002, 5.139881269, 5.2737951489999997, 8.1754622450000003, 
    7.4083220799999996, 9.2906255469999994, 9.0317612339999993, 
    6.2934711649999997, 8.0005152890000009, 6.7513211230000003, 
    5.5330213710000002, 8.1788300970000005, NA, 9.1108635150000001, 
    7.3593489439999997, 6.8729471699999998, NA, 7.5406800880000002, 
    8.2265879030000004, 6.838068646, 7.7510979329999996, NA, 
    8.4062047339999992, 7.4321647479999999, 6.8044184369999998, 
    NA, 5.7375525600000001, 9.2679987080000004, NA, 5.6101156679999997, 
    5.545486855, 8.6282719360000009, 5.56587253, 6.7951433679999997, 
    5.6085909559999996, 6.3998055799999998, 8.2656526499999998, 
    5.8991139129999999, 8.4093532940000006, 8.9212753130000007, 
    9.1536488709999997, 9.4846567579999999, 7.0383886670000004, 
    7.3799374990000004, 5.5515699740000004, 6.9220486110000001, 
    9.0579990329999998, 5.2164243739999998, 7.5569418539999997, 
    9.5105381389999994, 8.9997464399999991, 6.0846117340000001, 
    NA, 8.1454264139999992, 9.1427687399999993, 7.6287362720000003, 
    8.7669228930000003, 7.1849470899999996, NA, 6.4615213669999996, 
    7.3359841489999997, 7.0737703999999999, 6.5565978749999996, 
    9.0153061759999993, 8.8987427080000003, 9.2455027080000001, 
    6.5916472510000004, 7.1983044319999996, 4.3538622900000004, 
    NA, 9.0455185769999993, 7.8512059770000002, 8.7922300409999998, 
    7.2942708329999997, 8.862743429, 6.0192129850000002, 6.7681233389999997, 
    6.4203232210000003, 8.7535036149999996, 6.2660730559999998, 
    6.6413721270000003, NA, 8.4516353500000001, NA, 5.7052765279999997, 
    NA, NA, 8.692407395, 8.9825471570000008, 8.0777327400000001, 
    6.819998934, 7.3362943710000001, 6.5487658230000001, 6.330020244, 
    9.0802321849999998, 5.8697093660000004, 8.3609049730000002, 
    7.1353601749999997, 7.7276874590000002, 7.5618397220000002, 
    8.0003042230000005, 6.4638666530000002, 6.2439947370000004, 
    6.5024946000000003, 7.187442077, 7.5670985890000004, 9.2224889490000006, 
    9.3254340520000003, 7.3083075270000002, 7.0518610779999999, 
    5.8888589920000003, 9.4202020189999995, 5.5853052480000001, 
    5.0704425950000003, 7.7872630660000004, 6.7798361250000001, 
    7.1401528680000004, 7.5733094569999997, 7.2403874940000001, 
    8.9900151479999995, 8.8608069690000004, NA, 8.6684884180000008, 
    6.465112832, 7.5744177610000003, NA, 6.6165247479999998, 
    7.8786661220000003, NA, 6.37435054, 7.6195211660000002, 8.8171912750000008, 
    8.6323982449999992, 6.8062301590000001, 8.9320529289999993, 
    5.9149718660000001, NA, NA, NA, 9.4418313069999993, 9.3245165849999996, 
    5.2691875789999996, 8.2360769269999992, NA, 6.4559163350000004, 
    7.8356132729999999, NA, 5.7937662159999999, 6.919811417, 
    5.8203442550000002, 7.1373448530000001, 5.4606170220000001, 
    7.7719963740000004, 5.5631028139999996, 9.1003534459999997, 
    8.5716877749999991, 8.800818606, 6.2070288160000002, 6.6803025939999996, 
    NA, 6.1102271779999997, 5.355346859, 7.777697732, 5.1461307520000004, 
    5.2370556329999998, 8.1902400229999994, 7.3205609770000004, 
    9.2920404849999994, 9.0274068369999991, 6.5933444659999996, 
    8.1467104040000002, 6.780238217, 5.5262718150000003, 8.1350150709999998, 
    NA, 9.0641717110000002, 7.350668389, 6.9902752120000002, 
    NA, 7.3672893080000001, 8.0048751750000005, 6.8216517589999999, 
    7.718818368, NA, 8.2429040970000003, 7.5684613299999999, 
    6.2822853829999996, NA, 5.8045779480000004, 9.2660031309999997, 
    NA, 5.7831635160000001, 5.5850240219999998, 8.6544301449999992, 
    5.7212875519999997, 6.9252073779999996, 5.5436861070000001, 
    6.5706362680000003, 8.2958886399999994, 5.8931416470000002, 
    8.0767700540000007, 8.9481032060000008, 9.1313368229999998, 
    9.4943476600000007, 6.8780536689999998, 7.4161089039999997, 
    5.5797200050000004, 7.2684722219999998, 9.0393040859999996, 
    5.3677092970000002, 7.7866144110000004, 9.4977414899999992, 
    8.9699650379999998, 5.9400879250000003, NA, 7.5426085159999996, 
    9.1440987440000008, 7.6076863059999997, 8.7710175410000009, 
    7.188650794, NA, 6.5769880399999998, 6.9549781619999997, 
    7.122098469, 6.7300251900000001, 9.0626258790000005, 8.8948093000000004, 
    9.2144957630000004, 6.5698949740000003, 7.1848276599999998, 
    4.8822483999999999, NA, 9.0591664699999992, 7.5905473499999996, 
    8.7938809330000005, 7.2860416670000001, 8.8286078230000005, 
    5.9496242869999998, 6.8688788580000004, 6.4645953560000002, 
    8.8386464720000006, 6.1572102859999998, 6.7820401180000003, 
    NA, 8.6442949680000005, NA, 5.8372209719999999, NA, NA, 8.5803630999999996, 
    9.1084858890000007, 8.2374366519999995, 7.04144638, 7.2735445009999999, 
    6.2962807859999996, 6.297124331, 9.0358162449999995, 5.8107167899999999, 
    8.4696593189999998, 7.187200356, 7.5079695109999998, 7.5607175419999999, 
    8.1491168409999997, 6.3628365960000002, 6.3938925270000002, 
    6.0506064190000002, 7.1799602120000001, 7.3973454070000004, 
    9.2410210920000004, 9.4210849289999992, 7.4063052249999997, 
    6.9548292490000003, 6.2727173130000002, 9.5542844450000004, 
    5.8540851180000004, 4.8337008959999999, 7.7483124620000003, 
    7.0581347360000004, 7.3016508299999998, 7.4949969149999998, 
    7.3912573159999999, 8.953865038, 8.9862763710000007, NA, 
    8.7379532449999999, 6.531378106, 7.1491492450000003, NA, 
    6.5277429710000003, 7.9152815619999997, NA, 6.4902765990000004, 
    7.4394411460000001, 8.8668649740000003, 8.6415247560000008, 
    6.8047486770000001, 9.1244984470000006, 5.4607549889999998, 
    NA, NA, NA, 9.5046942249999997, 9.3088730210000001, 5.2950311839999999, 
    8.0946543240000004, NA, 6.4772119989999997, 7.7485650909999997, 
    NA, 5.8567291790000002, 6.8712003060000004, 5.8181159659999997, 
    6.9768175970000001, 5.7805420539999997, 7.7273947559999998, 
    5.8897324429999998, 9.0828415860000007, 8.7265309349999995, 
    8.7756932610000007, 6.2957586560000003, 6.6504126159999997, 
    NA, 6.1454488129999998, 5.3211414619999999), pf_rank = c(57, 
    147, 117, 42, 84, 11, 8, 131, 64, 114, 146, 54, 120, 19, 
    66, 61, 96, 73, 47, 86, 94, 153, 41, 63, 156, 72, 142, 12, 
    44, 138, 136, 39, 141, 79, 152, 90, 40, 75, 35, 34, 16, 4, 
    81, 59, 158, 83, 17, 150, 49, 5, 25, 144, 145, 58, 9, 46, 
    45, 99, 140, 87, 78, 74, 107, 32, 38, 13, 112, 108, 154, 
    160, 21, 60, 30, 70, 29, 111, 109, 102, 26, 133, 110, 127, 
    22, 104, 93, 105, 159, 24, 7, 67, 88, 65, 126, 119, 20, 151, 
    52, 89, 76, 43, 56, 124, 95, 139, 68, 85, 1, 6, 103, 129, 
    128, 2, 137, 143, 53, 71, 80, 51, 100, 36, 14, 134, 31, 130, 
    101, 155, 91, 48, 69, 77, 62, 33, 23, 55, 27, 121, 157, 50, 
    122, 3, 10, 161, 15, 132, 116, 106, 113, 92, 82, 98, 118, 
    115, 97, 149, 18, 28, 37, 135, 125, 162, 123, 148, 61, 142, 
    114, 45, 87, 11, 3, 137, 63, 118, 145, 50, NA, 12, 77, 62, 
    97, 68, 46, 91, 93, 152, 42, 67, 155, 70, 148, 14, 39, 130, 
    128, 40, 141, 85, 151, 88, 41, 81, 36, 32, 20, 5, 79, 66, 
    157, 75, 21, 146, 58, 1, 33, 143, 139, 52, 8, 56, 43, 100, 
    136, 90, 83, 72, 105, 28, 37, 13, 112, 103, 153, NA, 19, 
    49, 29, 71, 31, 109, 104, 108, 27, 140, 111, 125, 26, 119, 
    95, 106, 156, 23, 6, 64, 86, 65, 124, 123, 17, 150, 51, 84, 
    76, 44, 47, 122, 92, 135, 69, 82, 4, 9, 107, 132, 129, 2, 
    134, 144, 57, 73, 80, 53, 96, 34, 18, 133, 30, 127, 99, 154, 
    89, 48, 55, 74, 60, 35, 22, 59, 25, 120, NA, 54, 115, 7, 
    10, 158, 15, 126, 113, 102, 131, 94, 78, 98, 101, 117, 110, 
    149, 16, 24, 38, 138, 121, 159, 116, 147, 53, 143, 117, 48, 
    88, 7, 4, 130, 63, 121, 141, 49, NA, 15, 81, 57, 92, 67, 
    46, 90, 83, 153, 40, 69, 154, 68, 139, 12, 47, 142, 120, 
    41, 140, 86, 151, 91, 36, 82, 38, 34, 17, 3, 70, 65, 155, 
    59, 18, 148, 60, 2, 21, 147, 132, 52, 9, 50, 42, 84, 144, 
    96, 87, 61, 103, 29, 37, 11, 111, 107, 156, NA, 27, 62, 33, 
    66, 30, 110, 105, 113, 24, 134, 112, 123, 32, 114, 102, 106, 
    157, 31, 6, 76, 74, 64, 129, 128, 23, 149, 51, 80, 77, 44, 
    43, 118, 93, 131, 73, 78, 13, 5, 98, 126, 135, 1, 136, 150, 
    54, 85, 75, 56, 100, 26, 16, 137, 22, 122, 104, 152, 89, 
    45, 97, 71, 55, 35, 20, 58, 19, 133, NA, 72, 125, 10, 8, 
    158, 28, 124, 108, 101, 109, 94, 79, 95, 99, 116, 115, 146, 
    14, 25, 39, 127, 119, 159, 138, 145, 61, 147, 95, 41, 82, 
    13, 4, 127, 65, 138, 145, 51, NA, 16, 79, 69, 91, 56, 47, 
    103, 67, 129, 39, 55, 109, 77, 115, 8, 48, 150, 141, 43, 
    139, 105, 153, 94, 42, 98, 38, 34, 14, 2, 81, 59, 152, 75, 
    19, 134, 74, 3, 25, 117, 131, 53, 9, 50, 45, 101, 133, 119, 
    57, 80, 128, 18, 36, 7, 86, 87, 156, NA, 17, 52, 26, 78, 
    24, 122, 111, 110, 31, 118, 120, NA, 28, 125, 107, NA, 149, 
    30, 11, 49, 83, 60, 121, 126, 20, 144, 40, 93, 63, 44, 46, 
    114, 85, 148, 68, 66, 12, 6, 90, 116, 142, 1, 137, 151, 54, 
    88, 72, 64, 124, 23, 21, 140, 35, 112, 102, 154, 96, 58, 
    92, 108, 71, 27, 22, 76, 32, 136, NA, 73, 135, 5, 10, 155, 
    29, 100, 99, 89, 104, 130, 84, 132, 70, 123, 62, 146, 15, 
    33, 37, 97, 113, 157, 106, 143, 56, 141, 105, 46, 67, 12, 
    7, 125, 51, 129, 138, 48, NA, 16, 73, 81, NA, 61, 50, 103, 
    65, 95, 42, 64, 123, 69, 119, 8, 45, 148, 135, 32, 134, 104, 
    150, 112, 44, 115, 41, 40, 17, 2, 83, 71, 143, 75, 19, 136, 
    68, 4, 26, 121, 122, 66, 9, 57, 34, 96, NA, 126, 54, 82, 
    128, 14, 37, 6, 74, 87, 152, NA, 18, 52, 27, 86, 23, 117, 
    107, 108, 31, 120, 116, NA, 28, 106, 100, NA, NA, 30, 10, 
    43, 84, 60, 113, 127, 24, 130, 35, 93, 63, 49, 47, 102, 89, 
    145, 80, 72, 11, 13, 92, 98, 142, 1, 131, 146, 53, 114, 70, 
    55, 88, 22, 20, 140, 38, 110, 109, 151, 101, 62, NA, 124, 
    78, 25, 21, 79, 29, 133, NA, 58, 139, 3, 5, 149, 39, 90, 
    99, 77, 91, 137, 85, 118, 76, 132, 59, 147, 15, 33, 36, 94, 
    111, 153, 97, 144, 54, 140, 138, 47, 71, 12, 13, 125, 51, 
    124, 136, 48, NA, 16, 73, 82, NA, 61, 49, 103, 60, 98, 42, 
    62, 123, 63, 122, 7, 45, 148, 134, 35, 133, 104, 150, 113, 
    44, 127, 41, 36, 19, 2, 87, 66, 142, 89, 22, 135, 75, 1, 
    28, 120, 118, 69, 8, 59, 31, 101, NA, 115, 53, 81, 126, 17, 
    32, 6, 77, 85, 152, NA, 18, 52, 29, 86, 23, 117, 109, 102, 
    37, 116, 119, NA, 26, 95, 100, NA, NA, 30, 10, 43, 74, 67, 
    105, 114, 20, 130, 39, 92, 68, 50, 46, 106, 88, 145, 76, 
    65, 9, 11, 94, 96, 141, 4, 131, 146, 57, 111, 78, 55, 83, 
    14, 21, 143, 40, 110, 112, 151, 107, 64, NA, 128, 80, 25, 
    24, 79, 27, 129, NA, 56, 139, 3, 5, 147, 38, 90, 97, 70, 
    91, 137, 84, 121, 72, 132, 58, 149, 15, 33, 34, 93, 108, 
    153, 99, 144, 55, 146, 147, 46, 70, 8, 20, 101, 52, 118, 
    140, 51, NA, 14, 74, 96, NA, 73, 45, 94, 54, 114, 42, 62, 
    116, 57, 133, 7, 41, 143, 132, 36, 138, 91, 141, 100, 50, 
    129, 48, 23, 15, 3, 89, 71, 139, 81, 17, 145, 65, 2, 29, 
    123, 137, 49, 13, 63, 38, 78, NA, 117, 83, 87, 106, 18, 25, 
    11, 102, 85, 153, NA, 16, 40, 31, 82, 28, 125, 90, 109, 26, 
    120, 121, NA, 35, 111, 135, NA, NA, 34, 9, 47, 93, 79, 119, 
    104, 19, 131, 39, 97, 68, 64, 44, 113, 112, 124, 80, 75, 
    10, 5, 72, 84, 126, 1, 142, 150, 60, 88, 77, 61, 76, 24, 
    22, 149, 32, 105, 98, 152, 110, 58, NA, 108, 69, 30, 37, 
    95, 12, 103, NA, 53, 128, 4, 6, 148, 43, 66, 107, 56, 67, 
    130, 92, 134, 86, 136, 59, 127, 21, 33, 27, 115, 99, 151, 
    122, 144, 52, 139, 136, 46, 68, 7, 18, 111, 49, 95, 133, 
    45, NA, 13, 70, 87, NA, 66, 44, 88, 57, NA, 40, 67, 91, NA, 
    124, 8, NA, 126, 132, 36, 129, 92, 127, 108, 42, 119, 39, 
    24, 11, 2, 84, 69, 131, 85, 16, 138, 65, 1, 20, 116, NA, 
    47, 12, 59, 31, 78, NA, 105, 72, 82, 100, 19, 25, 9, 99, 
    76, 141, NA, 17, 53, 30, 74, 26, 117, 94, 107, 32, 112, 97, 
    NA, 38, NA, 125, NA, NA, 33, 22, 48, 89, 71, 101, 110, 15, 
    121, 41, 81, 58, 64, 50, 104, 113, 102, 77, 63, 10, 5, 73, 
    83, 120, 4, 128, 140, 55, 93, 79, 62, 75, 21, 27, NA, 34, 
    103, 61, NA, 98, 51, NA, 109, 60, 28, 35, 90, 23, 118, NA, 
    NA, NA, 3, 6, 137, 43, NA, 106, 54, NA, 123, 86, 122, 80, 
    134, 56, 130, 14, 37, 29, 114, 96, NA, 115, 135, 52, 139, 
    138, 43, 71, 7, 21, 98, 45, 95, 133, 46, NA, 16, 70, 84, 
    NA, 69, 49, 92, 56, NA, 41, 59, 112, NA, 126, 8, NA, 127, 
    130, 35, 129, 88, 132, 100, 40, 119, 48, 25, 12, 4, 89, 65, 
    131, 75, 19, 135, 51, 3, 23, 118, NA, 61, 11, 57, 32, 76, 
    NA, 99, 86, 81, 96, 17, 26, 10, 101, 78, 140, NA, 18, 58, 
    30, 73, 29, 117, 91, 106, 28, 114, 94, NA, 36, NA, 123, NA, 
    NA, 38, 14, 42, 83, 74, 110, 109, 20, 125, 39, 77, 62, 60, 
    44, 108, 107, 116, 79, 67, 9, 5, 66, 87, 113, 1, 122, 141, 
    54, 82, 72, 63, 68, 24, 22, NA, 33, 102, 80, NA, 103, 50, 
    NA, 104, 64, 27, 37, 93, 13, 134, NA, NA, NA, 2, 6, 137, 
    47, NA, 105, 53, NA, 121, 90, 124, 85, 128, 55, 120, 15, 
    34, 31, 111, 97, NA, 115, 136), ef_government_consumption = c(8.2323529410000003, 
    2.1499999999999999, 7.5999999999999996, 5.3352941180000002, 
    7.2647058820000003, 4.5117647060000001, 3.7441176469999999, 
    6.3205882349999998, 7.0852941180000002, 3.6882352940000001, 
    9.4558823529999998, 7.5644946720000004, 5.0852941180000002, 
    2.4911764710000002, 6.632643345, 7.458823529, 4.447058824, 
    5.8147058820000002, 5.5823529409999999, 3.6441176469999998, 
    4.7147058819999996, 0, 5.7470588239999998, 3.1218464140000002, 
    5.9617647060000003, 9.8794117650000004, 7.3794117650000004, 
    3.9235294120000002, 5.1230610719999996, 9.7029411759999995, 
    10, 6.6294117650000004, 3.8617647060000002, 5.0970588240000003, 
    7.6764705879999999, 5.4352941179999998, 5.4352941179999998, 
    7.3352941180000002, 4.4382352940000001, 6.520588235, 3.2264705880000002, 
    1.5058823530000001, 7.7470588239999998, 6.0764705880000003, 
    8.1970588240000009, 8.2441176469999995, 3.473529412, 8.1794117649999993, 
    3.4941176469999999, 2.8588235289999999, 2.9617647059999999, 
    3.6705882349999999, 8.3235294119999992, 5.2529411760000002, 
    3.8588235289999999, 5.4411764710000003, 5.1617647059999996, 
    8.7352941180000006, 9.6386420299999997, 7.6323529409999997, 
    5.2735294120000002, 8.8058823529999994, 7.1294117650000004, 
    7.9176470590000001, 3.270588235, 2.3470588239999999, 6.9000000000000004, 
    7.6235294119999999, 5.5147058820000003, 4.0058823529999996, 
    3.7352941180000001, 3.276470588, 4.8352941180000002, 7.344117647, 
    4.0705882349999998, 7.0474706749999996, 6.5029411760000002, 
    7.4705882350000001, 4.770588235, 1.052941176, 6.6676470590000001, 
    6.5235294120000002, 5.094117647, 7.5470588239999996, 2.635294118, 
    8.8117647059999999, 0, 5.5676470589999996, 1.3058823530000001, 
    6.0588235289999997, 8.4000000000000004, 6.864705882, 6.2794117649999999, 
    6.9264705879999999, 4.1264705880000001, 3.9882352939999999, 
    6.6794117650000002, 7.3088235289999997, 6.4735294120000004, 
    5.3705882349999996, 5.7794117649999999, 4.4294117650000002, 
    3.4382352940000001, 2.8911764710000001, 4.2941176470000002, 
    8.2323529410000003, 1.2176470589999999, 4.6205882349999996, 
    8.9617647060000003, 6.5382352939999997, 9.4772380300000005, 
    1.526470588, 0, 8.1264705880000001, 6.3970588240000001, 4.5231984519999999, 
    7.3882352940000002, 6.7588235289999998, 7.9000000000000004, 
    4.8882352940000002, 5.4205882350000003, 0, 6.3088235289999997, 
    4.1205882349999996, 6.9088235290000002, 0.69999999999999996, 
    6.5911764709999998, 6.4441176469999997, 0, 8.5705882350000007, 
    4.8235294120000001, 4.0499999999999998, 4.1205882349999996, 
    4.1852941179999998, 4.5176470589999997, 8.4529411759999995, 
    9.8235294119999992, 4.8499999999999996, 4.9941176470000004, 
    0.84117647100000004, 6.4000000000000004, 6.8196509369999996, 
    5.5588235289999997, 8.5412048180000006, 6.364705882, 4.3470588240000003, 
    0, 7.4323529410000004, 6.9621778079999999, 5.3117647059999999, 
    5.9205882350000003, 9.1500000000000004, 4.9735294120000004, 
    6.0735294120000001, 5.2117647060000003, 6.7147058819999996, 
    6.458823529, 6.9852941179999997, 9.2147058820000005, 8.5147058819999994, 
    4.7588235289999998, 4.5852941180000002, 8.1852941179999998, 
    1.611764706, 6.2352941179999997, 5.2852941180000004, 7.5352941180000004, 
    4.708823529, 3.6941176470000001, 6.3794117650000004, 7.1676470590000001, 
    3.4878873869999998, 9.7235294119999995, 7.6470588240000001, 
    NA, 2.405882353, 6.5705882349999998, 5.9176470590000001, 
    4.7470588239999998, 5.8382352940000004, 5.4882352939999999, 
    3.4294117649999998, 4.8235294120000001, 0, 5.7323529410000003, 
    3.75, 5.9705882350000001, 9.8323529409999999, 7.4117647059999996, 
    3.8470588239999999, 5.1709466319999997, 9.6764705880000008, 
    9.8352941180000002, 6.7058823529999998, 3.947058824, 5.0382352939999997, 
    7.4882352939999999, 5.5764705880000003, 5.3911764709999996, 
    7.1705882350000003, 4.4382352940000001, 6.3382352940000004, 
    3.1264705880000001, 1.4029411759999999, 7.8147058820000002, 
    6.2117647060000003, 8.0676470590000005, 8.3382352940000004, 
    3.5117647060000001, 8.3823529410000006, 4.2970588239999996, 
    2.7647058819999999, 2.8588235289999999, 3.7647058819999999, 
    8.3235294119999992, 5.6588235290000002, 3.979411765, 5.229411765, 
    5.1941176469999997, 8.5676470590000005, 9.1941176470000006, 
    7.1823529410000004, 6.6176470590000003, 8.7529411760000002, 
    7.1382352940000002, 8.0264705880000005, 3.270588235, 2.3058823529999999, 
    7.3176470589999996, 7.4705882350000001, 5.8382352940000004, 
    NA, 3.8235294120000001, 3.1882352940000001, 4.7970588239999996, 
    7.4823529410000003, 4.1676470590000001, 6.2264705879999998, 
    6.5294117649999999, 7.2647058820000003, 4.9000000000000004, 
    0.944117647, 6.8941176469999998, 6.6176470590000003, 5.052941176, 
    8.0058823530000005, 2.4529411759999999, 8.8205882350000007, 
    0, 5.3588235290000004, 1.3, 6.0029411760000002, 8.2352941180000006, 
    7.3499999999999996, 6.020588235, 6.9117647059999996, 3.9176470590000001, 
    3.4970588239999998, 6.864705882, 7.2235294120000004, 6.1941176469999997, 
    6.2823529410000001, 5.9294117650000002, 4.4264705879999999, 
    3.4294117649999998, 2.8911764710000001, 3.791176471, 8.1558823530000009, 
    1.111764706, 4.5420053329999996, 9.1382352939999993, 5.885294118, 
    9.6970588240000009, 1.4235294119999999, 0, 8.2235294119999995, 
    6.5794117649999997, 3.629888255, 7.155882353, 6.8176470589999996, 
    7.9617647060000003, 4.844117647, 5.4147058819999998, 0, 6.4676470589999999, 
    4.4029411759999997, 7.1882352940000001, 0, 6.5735294120000001, 
    6.5176470589999997, 1.629411765, 9.0882352940000004, 5.1735294119999997, 
    4.0705882349999998, 4.1882352940000001, 4.2529411760000002, 
    4.3794117650000004, 8.4147058819999998, NA, 1.732352941, 
    5.3088235289999997, 1.020588235, 6.3882352940000002, 6.8218801539999996, 
    5.6264705880000001, 7.2323529410000003, 6.3323529409999999, 
    4.3941176469999998, 0, 6.9235294119999997, 5.8764705880000001, 
    5.4117647059999996, 6.2676470589999997, 8.5911764710000007, 
    5.229411765, 6.1029411759999999, 5.1117647059999998, 6.6176470590000003, 
    6.6941176469999997, 6.9852941179999997, 9.2588235290000007, 
    8.2647058819999994, 5.1235294119999999, 5.5999999999999996, 
    8.1411764709999996, 1.5294117650000001, 4.0852941180000002, 
    5.6529411759999997, 7.9382352940000001, 4.6029411759999999, 
    3.8235294120000001, 6.1705882350000003, 6.8529411759999999, 
    3.635294118, 9.75, 7.5029411760000002, NA, 2.3264705879999998, 
    6.7382352939999999, 6.1852941179999998, 4.5999999999999996, 
    6.1941176469999997, 5.4382352940000001, 2.9970588239999998, 
    4.7617647060000001, 0, 5.6617647059999996, 3.9441176470000001, 
    5.4441176469999997, 9.8176470590000005, 7.3588235290000004, 
    3.8970588240000001, 5.1684688630000002, 9.6823529409999995, 
    9.3088235289999997, 6.8529411759999999, 4.041176471, 5.0970588240000003, 
    7.291176471, 4.4941176470000004, 5.4382352940000001, 6.9529411760000004, 
    4.4500000000000002, 6.3470588240000003, 3.2205882350000001, 
    1.3588235289999999, 8.1235294119999999, 6.0264705879999996, 
    8.0382352939999997, 8.4147058819999998, 3.7205882350000001, 
    8.3411764710000007, 4.7617647060000001, 2.6647058819999998, 
    2.8352941180000002, 2.911764706, 8.6735294120000006, 6.0823529409999999, 
    4.0705882349999998, 5.5176470589999997, 5.2794117649999999, 
    8.4647058820000005, 9.1970588240000009, 6.9558823529999998, 
    6.4205882350000003, 9.1911764710000003, 7.0588235289999997, 
    8.0764705879999994, 3.338235294, 2.4558823529999998, 7.0676470589999996, 
    7.5647058820000002, 6.4264705879999999, NA, 3.7323529409999998, 
    3.2411764710000002, 4.6382352940000002, 7.4088235290000002, 
    4.2999999999999998, 5.9911764710000002, 6.4411764710000003, 
    7.4411764710000003, 4.9911764710000002, 0.59117647100000004, 
    7.2352941179999997, 6.6764705879999999, 5.2029411760000004, 
    8.0794117649999997, 2.594117647, 8.7117647060000003, 0, 5.5294117649999999, 
    1.3676470590000001, 5.9735294120000004, 8.4382352940000001, 
    7.8205882349999998, 5.7970588239999996, 6.8823529409999997, 
    3.8962909400000001, 3.291176471, 6.8882352940000002, 7.2970588239999996, 
    6.479411765, 6.2676470589999997, 6.0441176470000002, 4.4705882350000001, 
    3.844117647, 2.4352941179999998, 3.2941176470000002, 8.2647058819999994, 
    0.98823529399999999, 4.3970588240000001, 9.1999999999999993, 
    6.291176471, 9.3323529409999999, 1.5058823530000001, 0, 8.291176471, 
    6.9558823529999998, 1.7179212479999999, 7.2529411760000002, 
    6.9911764710000002, 8.0735294119999992, 4.8823529409999997, 
    5.3088235289999997, 0, 6.344117647, 4.3705882349999996, 6.9911764710000002, 
    0, 6.5970588240000003, 6.1058823530000002, 2.041176471, 9.8176470590000005, 
    5.5323529410000001, 4.4117647059999996, 4.1823529410000004, 
    4.2235294120000004, 4.4088235290000002, 8.5470588240000005, 
    NA, 0, 5.7999999999999998, 1.0970588240000001, 6.3529411759999999, 
    6.8279625470000003, 5.459681529, 8.1235294119999999, 6.5676470589999996, 
    4.5147058820000003, 0, 7.3764705880000001, 5.4911764710000002, 
    5.4558823529999998, 6.2264705879999998, 8.6558823530000009, 
    5.4088235290000002, 6.8058823530000003, 4.9941176470000004, 
    6.5470588239999996, 6.7823529410000001, 6.9852941179999997, 
    9.208823529, 8.1470588240000001, 5.3588235290000004, 4.9705882350000001, 
    8.1735294120000006, 1.294117647, 3.3294117650000001, 5.7529411760000002, 
    8.2235294119999995, 4.5882352940000004, 3.8529411759999999, 
    5.5294117649999999, 6.5, 3.5635651130000001, 9.8235294119999992, 
    7.2764705879999996, NA, 2.3235294120000001, 6.6470588240000001, 
    6.0647058820000002, 5.041176471, 6.2647058820000003, 5.4882352939999999, 
    3.8823529410000002, 4.844117647, 0, 5.6176470590000003, 4.2647058820000003, 
    5.1470588240000001, 9.8058823529999994, 7.3147058820000002, 
    3.5294117649999999, 4.8080626799999999, 8.8441176469999991, 
    8.9117647059999996, 7, 3.8764705880000001, 5.1117647059999998, 
    6.958823529, 4.9705882350000001, 5.3529411759999999, 6.8088235289999997, 
    4.4705882350000001, 5.5306938380000004, 3.2441176469999999, 
    1.3529411760000001, 8.4117647059999996, 6.1882352940000001, 
    8.0588235289999997, 8.3823529410000006, 3.7941176470000002, 
    8.7352941180000006, 5.208823529, 2.6176470589999998, 2.8235294120000001, 
    2.6676470590000001, 8.7147058820000005, 6.1764705879999999, 
    4.2352941179999997, 5.2941176470000002, 5.3235294120000001, 
    8.5882352940000004, 9.2058823529999998, 8.0617647059999999, 
    6.7147058819999996, 9.3382352940000004, 6.7647058820000003, 
    8.1352941179999991, 3.7058823529999998, 2.4705882350000001, 
    7.3382352940000004, 7.6470588240000001, 6.8088235289999997, 
    NA, 3.5294117649999999, 3.2176470589999999, 4.6176470590000003, 
    7.2088600459999999, 4.3235294120000001, 6.3970588240000001, 
    6.7941176470000002, 7.3323529409999999, 5.1176470590000003, 
    0.15882352899999999, 7.0588235289999997, 6.2588235289999998, 
    5.2147058819999996, 7.8529411759999999, 3.8058823529999999, 
    7.7235294120000004, 0, 5.5524916490000003, 1.2647058819999999, 
    5.9970588239999998, 8.8382352940000004, 6.655882353, 5.5882352940000004, 
    6.7176470589999999, 4.0414391920000003, 3.1941176470000001, 
    6.9705882350000001, 7.4411764710000003, 6.4705882350000001, 
    6.0499999999999998, 6, 4.7058823529999998, 4.5323529410000001, 
    3.5823529409999999, 3.4382352940000001, 8.4411764710000003, 
    0.91176470600000004, 4.5882352940000004, 9.3264705879999994, 
    6.9500000000000002, 9.1352941179999991, 1.5294117650000001, 
    0, 8.2647058819999994, 6.8823529409999997, 3.0952301119999999, 
    7.3235294120000001, 7.2352941179999997, 7.8823529409999997, 
    5, 5.0882352940000004, 0, 6.2823529410000001, 4.1411764709999996, 
    7.405882353, 0, 6.8235294120000001, 6.1057397, 0.49705882400000001, 
    9.5647058820000002, 5.5147058820000003, 4.6470588240000001, 
    4.0147058820000003, 4.2764705879999996, 4.3823529409999997, 
    8.7323529410000003, NA, 0, 6.0764705880000003, 1.205882353, 
    6.4000000000000004, 6.8125649529999999, 5.5141864270000003, 
    8.9705882349999992, 6.1176470590000003, 4.5676470589999996, 
    0, 6.9676470589999999, 6.270588235, 5.4264705879999999, 6.2999999999999998, 
    8.8529411759999999, 5.4352941179999998, 6.614705882, 4.9441176469999997, 
    6.4117647059999996, 6.6470588240000001, 7.062094911, 9.2352941180000006, 
    7.9029411759999997, 6.2000000000000002, 5.4882352939999999, 
    8.1470588240000001, 0.382352941, 1.7794117650000001, 5.7029411760000004, 
    8.4941176469999995, 4.4117647059999996, 4.2058823529999998, 
    5.6764705879999999, 6.6176470590000003, 3.6470588240000001, 
    9.7352941180000006, 6.8235294120000001, NA, 2.3529411759999999, 
    6.5975965710000004, 6.1911764710000003, 2.8088235290000001, 
    6.3235294120000001, 5.5831387890000004, 4, 4.9323529410000004, 
    0, 6.0294117649999999, 4.3823529409999997, 4.6470588240000001, 
    9.7852941179999995, 7.3499999999999996, 3.7941176470000002, 
    5.5485514580000004, 9.4117647059999996, 9.1176470589999994, 
    7, 3.8911764710000001, 5.5294117649999999, 7.4117647059999996, 
    3.2352941180000001, 5.4117647059999996, 6.4205882350000003, 
    4.5, 5.332432517, 3.3235294120000001, 1.3235294120000001, 
    8.3529411759999999, 6.4705882350000001, 8.1470588240000001, 
    8.5882352940000004, 3.7352941180000001, 8.7352941180000006, 
    5.344117647, 2.7058823529999998, 2.9411764709999999, 2.2735294119999998, 
    8.6941176470000006, 5.9411764710000003, 4.3823529409999997, 
    2.588235294, 4.8823529409999997, 8.5, 9.3823529410000006, 
    8.2441176469999995, 6.7529411760000002, 9.4352941179999998, 
    6.7352941179999997, 8.1323529410000006, 3.7870505680000002, 
    2.3529411759999999, 7.1470588240000001, 7.6470588240000001, 
    6.8705882349999996, NA, 3.4411764709999999, 3.2794117649999999, 
    4.6764705879999999, 7.0882352940000004, 4.3529411759999999, 
    6.1823529410000004, 5.8529411759999999, 7.3235294120000001, 
    5.0588235289999997, 0.264705882, 6.7941176470000002, NA, 
    5.2411764710000002, 7.905882353, 3.6705882349999999, NA, 
    0, 5.3701349199999999, 1.3823529409999999, 5.8382352940000004, 
    8.8733705260000004, 7.6735294119999997, 5.3823529409999997, 
    6.4823529410000003, 4.0853800920000003, 3.1499999999999999, 
    7.2647058820000003, 7.4705882350000001, 6.5882352940000004, 
    5.7852941180000004, 6.2058823529999998, 4.6176470590000003, 
    5.2794117649999999, 4.6941176469999997, 3.6058823530000002, 
    8.1470588240000001, 0.47058823500000002, 4.4411764710000003, 
    9.3323529409999999, 7, 8.1470588240000001, 1.6176470590000001, 
    0, 8.4411764710000003, 7.4411764710000003, 6.2211752950000001, 
    7.5294117649999999, 7.7352941179999997, 8.1176470589999994, 
    5.1176470590000003, 5.3823529409999997, 0, 6.1441176469999998, 
    4.155882353, 7.3794117650000004, 0, 6.3235294120000001, 5.7647058820000003, 
    1.8235294120000001, 8.8015206080000006, 5.9411764710000003, 
    4.8927982410000004, 4.0264705879999996, 4.4705882350000001, 
    4.2941176470000002, 8.6852941179999998, NA, 0, 6.2676470589999997, 
    1.2647058819999999, 6.4176470590000001, 6.1064768269999998, 
    5.3209389439999999, 9.5882352940000004, 5.4411764710000003, 
    4.791176471, 0, 7.5294117649999999, 6.614705882, 5.4411764710000003, 
    6.2999999999999998, 9.1764705880000008, 5.2382352939999999, 
    7.2235294120000004, 4.7676470589999997, 6.2941176470000002, 
    6.9117647059999996, 6.7352941179999997, 9.2941176470000002, 
    7.6323529409999997, 6.3499999999999996, 5.7117647060000003, 
    8.1470588240000001, 0.029411764999999999, 2.7558823530000001, 
    5.958823529, 7.8294117649999997, 4.4411764710000003, 4.2058823529999998, 
    5.4705882350000001, 6.6176470590000003, 4.0588235289999997, 
    9.6470588240000001, 5.6176470590000003, NA, 2.4705882350000001, 
    6.4411764710000003, 6.3294117649999997, 2.1764705879999999, 
    6.3529411759999999, 5.5260998219999999, 2.7647058819999999, 
    4.802941176, 0, 5.7647058820000003, 4.2352941179999997, 4.7352941179999997, 
    9.7735294120000002, 7.3617647059999998, 3.7647058819999999, 
    5.1176470590000003, 9.4117647059999996, 8.6794117649999993, 
    6.9411764710000003, 3.8941176469999998, 5.7058823529999998, 
    7.2970588239999996, 5.2647058820000003, 5.3823529409999997, 
    7.5676470589999996, 4.3529411759999999, 4.9761732859999999, 
    3.2058823529999998, 1.2647058819999999, 8.5588235289999997, 
    6.6470588240000001, 7.7647058820000003, 8.6470588240000001, 
    3.6349031520000001, 8.0882352940000004, 5.7647058820000003, 
    2.8235294120000001, 3, 2.4441176470000001, 8.3823529410000006, 
    5.9117647059999996, 4.3823529409999997, 5.5, 4.9117647059999996, 
    8.5882352940000004, 8.6764705880000008, 7.8558823530000002, 
    7.0764705880000003, 9.8705882349999996, 6.6176470590000003, 
    8.2058823529999998, 3.4384602389999999, 2.1470588240000001, 
    7, 7.6176470590000003, 6.3205882349999998, NA, 3.5294117649999999, 
    3.5294117649999999, 4.6764705879999999, 7.1470588240000001, 
    4.2647058820000003, 5.9735294120000004, 6.3529411759999999, 
    7.3235294120000001, 5, 0.52941176499999998, 6.5, NA, 5.0352941180000004, 
    8.1323529410000006, 4.0852941180000002, NA, 0, 5.0294117649999999, 
    1.6176470590000001, 5.9735294120000004, 8.7442815879999998, 
    7.6058823530000002, 5.4411764710000003, 5.3794117650000004, 
    4.2352941179999997, 3.2970588240000001, 7.2058823529999998, 
    7.1764705879999999, 6.5882352940000004, 6.1088235290000004, 
    5.6470588240000001, 5.9705882350000001, 5.7647058820000003, 
    6.1617647059999996, 4.1764705879999999, 8.6176470589999994, 
    0.5, 4.3529411759999999, 9.3499999999999996, 6.9705882350000001, 
    8.3823529410000006, 1.705882353, 0.305882353, 8.6176470589999994, 
    7.0588235289999997, 7.8529411759999999, 8.0588235289999997, 
    7.6764705879999999, 8.3823529410000006, 5.0727399780000004, 
    4.9411764710000003, 0, 6.1588235290000002, 4.0294117649999999, 
    7.4117647059999996, 0.117647059, 6.6470588240000001, 5.9411764710000003, 
    2.3529411759999999, 8.6470588240000001, 5.6470588240000001, 
    4.7352941179999997, 3.9411764709999999, 4.3529411759999999, 
    4, 8.6117647060000007, NA, 0.91764705899999999, 6.0264705879999996, 
    1.294117647, 6.4647058819999996, 6.0533338380000004, 5.3680430660000003, 
    8.1088235290000004, 5.9411764710000003, 4.8882352940000002, 
    0, 8.7941176470000002, 6.3470588240000003, 5.4705882350000001, 
    6.520588235, 7.9117647059999996, 5.4117647059999996, 7.4941176470000004, 
    4.6794117650000002, 6.0294117649999999, 7.0588235289999997, 
    6.6764705879999999, 9.0588235289999997, 7.8794117650000004, 
    7.2000000000000002, 5.5088235289999998, 8.0882352940000004, 
    1.9411764709999999, 3.911764706, 6.135294118, 7.7205882350000001, 
    4.3588235290000004, 4.0705882349999998, 4.1176470590000003, 
    6.5588235289999997, 4.7352941179999997, 9.7941176470000002, 
    5.5588235289999997, NA, 2.5323529410000001, 6.2058823529999998, 
    6.2735294120000002, 2.9411764709999999, 6.4205882350000003, 
    5.6411764709999996, 2.0294117649999999, 4.7058823529999998, 
    0, 5.7264705879999998, 4.5, 3.5, 9.6352941179999991, 7.6588235290000002, 
    3.729411765, 3.3235294120000001, 9.3235294119999992, 8.458823529, 
    6.7352941179999997, 3.9411764709999999, 5.5294117649999999, 
    8.7205882349999992, 5.5058823529999996, 5.4852941179999997, 
    7.2470588239999998, 4.3235294120000001, 5.1794117650000002, 
    2.9294117649999998, 1.0294117650000001, 8.3529411759999999, 
    7.4205882350000003, 7.9411764710000003, 8.6882352940000001, 
    3.5029411760000002, 8.0294117650000008, 6.3382352940000004, 
    2.7147058820000001, 2.9647058820000001, 2.776470588, 8.7058823529999998, 
    5.4529411760000004, 4.2441176470000004, 8.5294117650000008, 
    4.8235294120000001, 8.6088235290000004, 7.2352941179999997, 
    7.6500000000000004, 7.25, 9.9529411759999995, 6.3411764709999998, 
    8.0558823529999994, 3.2147058820000001, 1.8823529409999999, 
    6.7647058820000003, 7.7205882350000001, 5.7117647060000003, 
    NA, 3.411764706, 3.411764706, 4.3823529409999997, 6.7323529410000003, 
    4.2647058820000003, 5.5294117649999999, 6.479411765, 7.2058823529999998, 
    5.1294117650000004, 0.67647058800000004, 6.3411764709999998, 
    NA, 5.1764705879999999, 8.1558823530000009, 3.8235294120000001, 
    NA, 1.275534446, 4.8323529409999999, 1.6176470590000001, 
    6.0323529410000001, 8.8764705880000001, 7.1441176469999998, 
    5.6029411759999999, 5.3147058820000002, 4.2794117649999999, 
    3.729411765, 7.0911764709999998, 7.2852941180000004, 6.1470588240000001, 
    6.2676470589999997, 5.2352941179999997, 4.8735294119999999, 
    5.7647058820000003, 7.0382352939999997, 3.2970588240000001, 
    8.3970588240000001, 0.42352941199999999, 4, 9.3499999999999996, 
    7.1470588240000001, 8.3529411759999999, 1.8147058819999999, 
    1.1176470590000001, 9.1647058819999998, 6.7058823529999998, 
    8.2617647059999992, 7.9705882350000001, 7.7323529410000003, 
    8.2470588239999998, 4.844117647, 4.5235294120000002, 0, 5.8735294119999999, 
    4.0294117649999999, 7.2058823529999998, 0.070588234999999999, 
    7.0764705880000003, 5.7352941179999997, 2.2647058819999999, 
    8.4411764710000003, 5.2352941179999997, 4.3794117650000004, 
    3.8058823529999999, 4.2647058820000003, 4.0470588239999996, 
    8.5323529409999992, NA, 3.8088235290000001, 5.75, 1.267647059, 
    6.552941176, 8.1147058820000009, 5.3324003280000003, 8.2647058819999994, 
    5.7352941179999997, 4.905882353, 0, 9.0588235289999997, 5.7382352939999999, 
    5.6029411759999999, 6.1205882349999996, 7.7382352939999999, 
    4.6764705879999999, 7.791176471, 4.5382352939999997, 5.8529411759999999, 
    6.9441176469999997, 7.0588235289999997, 9.0764705879999994, 
    8.0382352939999997, 7.4529411760000004, 6.7205882350000001, 
    9.0794117649999997, 2.4705882350000001, 5.7058823529999998, 
    5.7058823529999998, 7.541176471, 4.4882352939999999, 3.865425836, 
    3.8941176469999998, 6.6058823530000002, 2.7352941180000001, 
    9.8941176469999998, 3.4411764709999999, NA, 2.3517128230000002, 
    6.0882352940000004, 7.7352941179999997, NA, 6.3712675040000004, 
    5.5794117649999997, 1.411764706, 4.6823529410000004, NA, 
    5.7323529410000003, 4.7058823529999998, 4.5294117649999999, 
    NA, 7.5676470589999996, 3.796779731, NA, 9.5294117650000008, 
    8.2941176470000002, 6.6176470590000003, 3.9205882349999999, 
    5.9235294119999997, 8.1176470589999994, 5.4823529410000003, 
    5.8294117649999997, 8.5999999999999996, 4.2058823529999998, 
    5.1264705880000001, 2.8500000000000001, 0.64705882400000003, 
    9.291176471, 7.1941176469999997, 7.947058824, 8.6999999999999993, 
    3.1647058819999998, 9.2411764709999993, 6.3205882349999998, 
    2.5357433970000001, 3.034333121, 5.6411764709999996, NA, 
    4.9882352939999999, 4.3908366240000003, 7.9352941179999998, 
    5.302941176, 8.6529411760000006, NA, 8.5012882179999991, 
    6.9352941179999998, 9.6647058819999998, 5.9529411760000004, 
    8.1034505659999994, 3.129411765, 1.7205299590000001, 6.635294118, 
    7.495074303, 6.8306472559999998, NA, 3.6036495949999998, 
    3.010685756, 3.9850080819999998, 7.1647058819999998, 4.4471617510000003, 
    5.2814331960000001, 5.5587457929999999, 6.8092670499999999, 
    5.0671219030000003, 1.294117647, 6.0478186279999999, NA, 
    4.6500000000000004, NA, 3.5, NA, NA, 4.6588235290000002, 
    1.7647058819999999, 5.885294118, 8.0147058819999994, 6.3823529409999997, 
    5.2852941180000004, 5.3529411759999999, 4.3911764709999996, 
    5.5294117649999999, 7.0647058820000002, 7.2529411760000002, 
    6.0294117649999999, 5.8147058820000002, 5.6176470590000003, 
    4.7124698499999997, 7.7271087060000001, 8.52810311, 4.3264705880000003, 
    8.2010329889999998, 0.51470017599999995, 4.1650137579999997, 
    8.6470588240000001, 6.5588235289999997, 7.4852941179999997, 
    1.638180253, 2.0588235290000001, 9.0999999999999996, 6.1764705879999999, 
    7.7977607969999996, 7.8820149099999997, 7.7543924520000003, 
    8.3352941180000002, 4.947058824, 4.3264705880000003, NA, 
    8.5735294119999992, 3.3500000000000001, 9.1176470589999994, 
    NA, 7.2852941180000004, 5.7601714919999996, NA, 8.7647058819999994, 
    5.4647058819999996, 4.4911764710000002, 3.8386824009999998, 
    4.257052399, 3.766214948, 5.4326424329999998, NA, NA, NA, 
    1.0896887280000001, 6.5352941180000004, 6.8499781139999998, 
    5.2149428220000003, NA, 5.5735294120000001, 6.0385328950000003, 
    NA, 8.4117647059999996, 5.7735294120000002, 5.6529411759999997, 
    5.7999999999999998, 7.8458598940000002, 4.7617647060000001, 
    6.9500000000000002, 4.5176470589999997, 5.8529411759999999, 
    7.0953388610000001, 6.7262372170000004, 9.1975884319999999, 
    NA, 4.7941176470000002, 8.9676470590000008, 8.8647058820000009, 
    2.4411764709999999, 2.911764706, 6.3411764709999998, 8.2147058820000005, 
    4.5441176470000002, 4.2176470589999999, 4.6500000000000004, 
    7.1588235290000002, 2.8117647059999999, 9.8147058820000002, 
    3.2941176470000002, NA, 2.8823529410000002, 5.9823529410000003, 
    7.7647058820000003, NA, 6.5911764709999998, 6.4000000000000004, 
    1.5294117650000001, 4.7117647060000003, NA, 5.8823529409999997, 
    4.9235294119999997, 4.2058823529999998, NA, 7.3235294120000001, 
    4.0882352940000004, NA, 9.6764705880000008, 7.9617647060000003, 
    7.1764705879999999, 3.8970588240000001, 6.1205882349999996, 
    8.2323529410000003, 5.2029411760000004, 6.6176470590000003, 
    8.6911764710000003, 4.1058823530000002, 5.6852941179999998, 
    3.2029411759999999, 1.432352941, 9.4117647059999996, 7.2764705879999996, 
    7.9000000000000004, 9.25, 4.0999999999999996, 8.9029411760000006, 
    7.2647058820000003, 2.9205882349999999, 3.2823529410000001, 
    5.9000000000000004, NA, 4.4323529410000004, 4.6088235290000004, 
    8.3380667299999995, 5.8911764709999996, 9.0676470590000005, 
    NA, 7.479411765, 7.5911764709999998, 9.5705882350000007, 
    6.9705882350000001, 8.208823529, 3.3147058820000002, 2.588235294, 
    7.1647058819999998, 8.1970588240000009, 5.9264705879999999, 
    NA, 3.9922986759999999, 2.9705882350000001, 4.2617647060000001, 
    7.4697414599999998, 4.6235294119999999, 4.770588235, 5.3294117649999997, 
    6.2794117649999999, 5.3235294120000001, 2.2735294119999998, 
    7.0823529409999999, NA, 4.7823529410000001, NA, 3.8323529409999999, 
    NA, NA, 5.0970588240000003, 2.3941176469999998, 6.0794117649999997, 
    8.3558823530000002, 7.5999999999999996, 5.4382352940000001, 
    5.4117647059999996, 4.4617647060000003, 6.8352941180000002, 
    7.4205882350000003, 7.5735294120000001, 6.4000000000000004, 
    5.291176471, 5.9117647059999996, 5.2205882350000001, 7.9676470589999999, 
    8.5105397939999996, 4.094117647, 8.4029411760000006, 1.4264705879999999, 
    4.3108797589999996, 8.4411764710000003, 6.6176470590000003, 
    6.885294118, 2.0323529410000001, 2.863185724, 7.6382352940000002, 
    7.2264705879999998, 7.4529411760000004, 8.0647058820000002, 
    8.1029411759999999, 8.6411764709999996, 4.6058823530000002, 
    4.791176471, NA, 8.9823529410000003, 3.729411765, 8.9117647059999996, 
    NA, 7.5999999999999996, 5.4617647060000003, NA, 8.0294117650000008, 
    5.6823529410000004, 4.8705882349999996, 4.2941176470000002, 
    4.3735294119999999, 4.3970588240000001, 6.2205882350000001, 
    NA, NA, NA, 1.1000000000000001, 6.7764705879999996, 6.7764705879999996, 
    5.4343706279999999, NA, 5.6470588240000001, 6.3470588240000003, 
    NA, 8.9117647059999996, 6.020588235, 5.6323529409999997, 
    6.4117647059999996, 7.9735294120000004, 5.520588235, 8.4970588239999998, 
    4.8705882349999996, 6.0970588240000003, 7.5323529410000001, 
    6.5970588240000003, 9.3000000000000007, NA, 5.4705882350000001, 
    7.5999999999999996), ef_government_transfers = c(7.5099022959999999, 
    7.8171290139999998, 8.8867393060000008, 6.0489304229999998, 
    7.7485322620000003, 6.6649478719999999, 3.1010620499999999, 
    7.8812078169999999, 9.0405034569999998, 9.5817043389999998, 
    9.7245903550000001, 5.9689419429999999, 4.4604904630000002, 
    2.0104156789999998, 8.4312599719999994, 9.7714746360000007, 
    9.8994199510000005, 8.8365122619999994, 5.3521673969999997, 
    7.1640326979999998, 5.7863743870000004, NA, 5.8465117209999997, 
    10, 10, 9.712056102, 9.5671001560000004, 7.1727158229999999, 
    9.3599808689999993, 9.5800958400000003, 9.9182561309999997, 
    7.8916417729999999, 8.2942779289999997, 7.840214037, 8.8504087190000007, 
    9.8982152449999994, 8.50132522, 9.9582485379999994, 4.297314868, 
    6.2353374449999999, 3.353893802, 4.5307154499999998, 9.5855965950000002, 
    9.5912806540000002, 7.0702872409999999, 9.4720891480000002, 
    6.0613660190000003, 9.1056649949999997, 9.4627106409999993, 
    3.2454961679999998, 2.4184670669999999, 9.8092643049999992, 
    9.5795100499999997, 6.8825475450000004, 3.0646610829999998, 
    9.63760218, 3.8560364809999998, 9.8786459230000006, NA, NA, 
    NA, 9.9168937330000002, 10, 9.4361718539999995, 5.2914000799999998, 
    7.9578801239999999, 8.9777713909999992, 9.120230308, 7.9891008169999997, 
    7.986877958, 7.0131498270000003, 6.7330578560000003, 3.4562020439999999, 
    8.3777769739999997, 4.0704826589999996, 7.7999661290000004, 
    8.5513743009999992, 9.8141907839999991, 7.0351296540000003, 
    6.8963310619999998, 7.1494583150000004, 9.8369215000000008, 
    7.0190547719999996, 8.1269684089999998, 8.8931853640000007, 
    8.6446887920000002, NA, 6.3655681480000004, 3.87154227, 4.5544309609999996, 
    9.9073569480000003, 9.3679046869999993, 8.1719405139999992, 
    9.8478644039999992, 6.5429412400000002, NA, 8.3614412480000002, 
    6.3542234329999996, 6.5240175320000002, 7.6280066020000001, 
    NA, 7.2940932570000001, 9.0221957610000008, NA, 6.8447434940000003, 
    9.4344138930000003, 3.514908674, 6.2868285840000002, 10, 
    9.8392370570000001, 9.8674937360000001, 4.9540594909999998, 
    8.1348596640000004, 9.2192776829999996, 8.5558583109999997, 
    7.6648501360000001, 8.8502401640000006, 9.6597190309999998, 
    9.0953678470000003, 5.6092943919999998, 4.7191989359999997, 
    9.6136479870000002, 7.025733572, 5.2292964, 9.4591582600000006, 
    NA, 9.7309652690000004, 3.6892984719999999, 7.3073878810000004, 
    10, 8.8541737210000004, 4.8093223270000003, 4.9865114300000002, 
    7.9900427220000001, 4.560500555, 9.0913035430000004, NA, 
    8.5847829180000002, 9.8753890379999998, 4.6412352410000004, 
    6.3022653589999997, 8.9670299730000007, 9.2656777419999994, 
    9.0634877379999992, 9.8943450609999992, 9.2235239159999995, 
    7.4771571039999998, 8.4472623389999999, 8.4189983070000007, 
    6.4111521089999997, 6.3851316320000002, 10, 4.8698888379999996, 
    8.8168809350000004, 5.4457811850000004, 5.9906288439999997, 
    5.8993952519999997, 5.7738419619999997, NA, 9.0203959600000001, 
    10, 10, 7.5099022959999999, 7.8171290139999998, 8.8867393060000008, 
    6.0489304229999998, 7.7485322620000003, 6.6649478719999999, 
    3.1010620499999999, 7.8812078169999999, 9.0405034569999998, 
    9.5817043389999998, 9.7245903550000001, 5.9689419429999999, 
    NA, 2.0104156789999998, 8.4312599719999994, 9.7714746360000007, 
    9.8994199510000005, 8.8365122619999994, 5.3521673969999997, 
    7.1640326979999998, 5.7863743870000004, NA, 5.8465117209999997, 
    10, 10, 9.712056102, 9.5671001560000004, 7.1727158229999999, 
    9.3599808689999993, 9.5800958400000003, 9.9182561309999997, 
    7.8916417729999999, 8.2942779289999997, 7.840214037, 8.8504087190000007, 
    9.8982152449999994, 8.50132522, 9.9582485379999994, 4.297314868, 
    6.2353374449999999, 3.353893802, 4.5307154499999998, 9.5855965950000002, 
    9.5912806540000002, 7.0702872409999999, 9.4720891480000002, 
    6.0613660190000003, 9.1056649949999997, 9.4627106409999993, 
    3.2454961679999998, 2.4184670669999999, 9.8092643049999992, 
    9.5795100499999997, 6.8825475450000004, 3.0646610829999998, 
    9.63760218, 3.8560364809999998, 9.8786459230000006, NA, NA, 
    NA, 9.9168937330000002, 10, 9.4361718539999995, 5.2914000799999998, 
    7.9578801239999999, 8.9777713909999992, 9.120230308, 7.9891008169999997, 
    NA, 7.0131498270000003, 6.7330578560000003, 3.4562020439999999, 
    8.3777769739999997, 4.0704826589999996, 7.7999661290000004, 
    8.5513743009999992, 9.8141907839999991, 7.0351296540000003, 
    6.8963310619999998, 7.1494583150000004, 9.8369215000000008, 
    7.0190547719999996, 8.1269684089999998, 8.8931853640000007, 
    8.6446887920000002, NA, 6.3655681480000004, 3.87154227, 4.5544309609999996, 
    9.9073569480000003, 9.3823282030000001, 8.1719405139999992, 
    9.8478644039999992, 6.5429412400000002, NA, 8.3614412480000002, 
    6.2779291549999998, 6.5240175320000002, 7.6280066020000001, 
    NA, 7.2940932570000001, 9.0221957610000008, NA, 6.8447434940000003, 
    9.3621324430000001, 3.514908674, 6.2868285840000002, 10, 
    9.8392370570000001, 9.8674937360000001, 4.9540594909999998, 
    8.1348596640000004, 9.2192776829999996, 8.5558583109999997, 
    7.2561307900000003, 8.8502401640000006, 9.6597190309999998, 
    9.1852861039999993, 5.6092943919999998, 4.7191989359999997, 
    9.6136479870000002, 7.025733572, 5.2292964, 9.4591582600000006, 
    NA, 9.7309652690000004, 3.6892984719999999, 7.3073878810000004, 
    10, 8.8541737210000004, 4.8093223270000003, 4.9865114300000002, 
    7.9900427220000001, 4.560500555, 9.0913035430000004, NA, 
    8.5847829180000002, 9.8753890379999998, 4.6412352410000004, 
    6.3022653589999997, 8.9670299730000007, 9.2718958069999999, 
    9.0634877379999992, 9.982403261, 9.2235239159999995, 7.4771571039999998, 
    8.4472623389999999, 8.4189983070000007, 6.4111521089999997, 
    6.3851316320000002, 10, 4.8698888379999996, 8.8168809350000004, 
    5.4457811850000004, 5.9906288439999997, 5.8993952519999997, 
    5.7738419619999997, NA, 9.0203959600000001, 10, 10, 7.4429222939999997, 
    7.8171290139999998, 8.010977896, 4.1233137080000004, 7.935638623, 
    6.6614372609999997, 3.1549699160000002, 7.8812078169999999, 
    8.8999957629999997, 9.5817043389999998, 9.6759565480000003, 
    5.9689419429999999, NA, 2.3124755709999998, 8.4312599719999994, 
    9.7714746360000007, 9.8994199510000005, 8.8365122619999994, 
    5.1405149889999997, 7.1640326979999998, 6.3511359379999996, 
    NA, 5.826527639, 10, 10, 9.6406761230000004, 9.5671001560000004, 
    7.6130638250000002, 9.3599808689999993, 9.5800958400000003, 
    9.9182561309999997, 7.9252492419999996, 8.2942779289999997, 
    7.2099453479999998, 8.8504087190000007, 9.8982152449999994, 
    8.5309854450000007, 9.9297547650000002, 4.297314868, 6.0165510360000001, 
    3.1489363319999999, 4.4693250730000003, 9.2155063029999997, 
    9.5912806540000002, 6.3381183610000003, 9.4760853340000004, 
    6.4362744379999999, 9.1056649949999997, 9.4627106409999993, 
    3.6673644460000001, 2.432962388, 9.8092643049999992, 9.5795100499999997, 
    6.930982749, 3.1378761499999999, 9.63760218, 4.0018855100000001, 
    9.8786459230000006, NA, NA, NA, 9.9168937330000002, 10, 9.4361718539999995, 
    5.4317623709999996, 7.7662566460000004, 8.9777713909999992, 
    8.8442441209999991, 7.9891008169999997, NA, 5.9071357600000001, 
    6.9596308159999998, 3.3410704070000001, 8.3161752490000005, 
    4.0704826589999996, 7.7999661290000004, 8.6127740490000004, 
    9.8537730000000003, 7.2698736180000001, 7.1886213809999999, 
    8.4743411599999998, 9.7657410819999999, 6.8768264950000004, 
    7.5272120879999997, 8.8931853640000007, 8.6446887920000002, 
    NA, 6.401645823, 4.0250177369999998, 4.5544309609999996, 
    9.9073569480000003, 9.2925009890000005, 8.7098707090000005, 
    10, 6.4023977390000004, NA, 8.3614412480000002, 6.31880109, 
    6.5080424639999999, 7.6280066020000001, NA, 7.2940932570000001, 
    9.0221957610000008, NA, 7.1519108080000002, 9.4696267550000002, 
    3.4313507080000001, 6.3056464910000001, 10, 9.8392370570000001, 
    9.8674937360000001, 5.3201200990000004, 8.1348596640000004, 
    9.2192776829999996, 8.5558583109999997, 6.8337874660000004, 
    9.1095819959999993, 9.5525936920000003, 9.1307901909999991, 
    5.5452938290000002, 4.5216437889999996, 9.6136479870000002, 
    6.7177252919999999, 4.6132368540000002, 9.4532961249999996, 
    NA, 9.9595157759999999, 3.6892984719999999, 9.1294493560000003, 
    10, 8.8541737210000004, 4.4835550240000002, 4.8657615549999997, 
    8.1496329420000002, 4.3516111889999998, 9.3955794049999994, 
    NA, 8.5847829180000002, 9.8753890379999998, 4.5271750940000004, 
    6.3022653589999997, 8.9670299730000007, 9.2619104960000005, 
    9.0634877379999992, 9.9392332900000007, 9.1319745599999997, 
    8.1524122160000001, 8.4472623389999999, 8.4189983070000007, 
    6.4111521089999997, 6.1456923909999999, 10, 4.0425183259999997, 
    8.3633103149999997, 5.3506491949999999, 6.0832255420000001, 
    6.4579004219999998, 5.7738419619999997, NA, 9.0203959600000001, 
    10, 10, 7.5399033400000004, 7.8171290139999998, 8.2539058430000001, 
    4.9349961689999997, 7.9950396689999996, 6.7984288050000004, 
    3.1661348280000001, 8.1046555310000006, 8.914706121, 9.5817043389999998, 
    9.5816896640000007, 5.9689419429999999, NA, 2.4317858999999999, 
    8.6851850329999998, 9.7714746360000007, 9.8342259550000009, 
    8.8365122619999994, 5.4609116220000002, 7.1640326979999998, 
    6.6913795089999999, NA, 5.8237967810000004, 10, 10, 9.6823585919999999, 
    9.5671001560000004, 7.5115031620000003, 9.3599808689999993, 
    9.5800958400000003, 9.9182561309999997, 8.1137106780000003, 
    8.2942779289999997, 7.4876351950000002, 8.8504087190000007, 
    9.8982152449999994, 8.5117934030000004, 9.8471928959999993, 
    4.4589724549999996, 6.2187539149999997, 3.014160135, 4.3861408170000002, 
    9.2633797349999991, 9.5912806540000002, 6.3513907100000004, 
    9.2880630770000003, 6.5939338010000004, 9.1056649949999997, 
    9.4627106409999993, 3.4385032510000002, 2.7107882480000001, 
    9.8092643049999992, 9.5795100499999997, 7.2355559290000002, 
    3.0769827489999999, 9.63760218, 3.8743825090000001, 9.8786459230000006, 
    NA, NA, NA, 9.9168937330000002, 10, 9.1681029489999997, 4.7425211450000004, 
    7.7132319440000003, 8.9777713909999992, 8.7682921740000008, 
    7.9891008169999997, NA, 5.4210717390000003, 7.1348564779999997, 
    3.1973192070000001, 9.3550046679999994, 3.6648501360000001, 
    7.7999661290000004, 8.6525789080000006, 9.9587100110000009, 
    7.1491808099999998, 7.9404818380000002, 8.8183616370000006, 
    NA, 7.0015403100000002, 7.3978555699999999, 8.8931853640000007, 
    8.6446887920000002, NA, 6.2511568730000002, 3.4719333049999999, 
    4.5544309609999996, 9.8719346049999999, 9.1522915319999996, 
    8.5799449760000002, 9.7295538659999998, 6.0679181079999998, 
    NA, 8.4048396879999991, 6.4359673019999999, 6.5328188640000002, 
    7.6280066020000001, NA, 7.2940932570000001, 9.0221957610000008, 
    NA, 7.0657630999999999, 9.4251872629999998, 3.425682235, 
    6.16928681, 10, 9.8392370570000001, 9.8674937360000001, 5.065797828, 
    8.1348596640000004, 9.1100038859999994, 8.5558583109999997, 
    9.1160762940000009, 9.0848983739999998, 9.61211415, 9.2316076290000009, 
    5.1249131119999998, 4.0454347579999999, 9.6136479870000002, 
    6.7783023089999999, 5.0461633690000003, 8.8433063240000003, 
    NA, 10, 3.6892984719999999, 9.1417654400000004, 10, 8.8541737210000004, 
    4.4551133399999996, 4.6194031019999997, 8.3000446140000008, 
    4.4445589080000003, 9.3540468899999993, NA, 8.5847829180000002, 
    9.8753890379999998, 4.3834924300000004, 6.0691954619999997, 
    8.9670299730000007, 9.1553133510000002, 9.0634877379999992, 
    9.9712404029999995, 9.1193369789999998, 8.1684199839999998, 
    8.4472623389999999, 8.4189983070000007, 6.4111521089999997, 
    6.0325271389999999, 9.9803242440000002, 3.4581969269999999, 
    8.5238774110000008, 5.205202721, 6.0769962770000001, 5.982860305, 
    5.7738419619999997, NA, 9.0203959600000001, 10, 10, 7.6116505459999999, 
    7.8171290139999998, 8.4032031640000007, 5.2434178889999998, 
    7.9950396689999996, 6.7856880229999996, 3.2923812240000001, 
    8.1226311950000003, 8.9475481020000007, 9.3019073569999993, 
    9.6378645370000005, 6.101252702, NA, 2.3423069129999998, 
    8.6488113729999991, 9.1731471960000004, NA, 8.8365122619999994, 
    5.0257875240000001, 7.1640326979999998, 6.3238479300000003, 
    NA, 5.4106505030000003, 10, 9.3067134219999996, 9.6030890899999992, 
    9.5671001560000004, 6.9018099880000001, 9.3599808689999993, 
    9.5800958400000003, 9.9182561309999997, 8.0117545830000001, 
    8.2942779289999997, 7.6965361879999996, 8.8504087190000007, 
    9.8982152449999994, 8.5505804419999993, 9.6340988710000008, 
    4.8587846319999999, 5.859035488, 2.6910139860000002, 4.3218124400000004, 
    9.2940689859999992, 9.5912806540000002, 6.697960889, 9.1052101049999994, 
    6.4015061380000002, 9.1056649949999997, 9.2522119830000005, 
    3.5361380339999999, 1.940250738, 9.8092643049999992, 9.5795100499999997, 
    6.5179244770000002, 2.1473161649999999, 9.63760218, 3.5255335099999998, 
    9.8530424970000006, NA, NA, NA, 9.9168937330000002, 10, 9.4316436279999998, 
    4.5945660200000003, 7.4156989680000001, 9.1111491139999998, 
    8.7195673159999991, 7.9891008169999997, NA, 4.9802816229999998, 
    7.4624213660000001, 3.4383199819999999, 9.3792621799999996, 
    3.7221171649999998, 7.4487167919999999, 9.0265567450000006, 
    9.8825175119999997, 7.1685430339999998, 7.7477085399999996, 
    8.5473894500000007, NA, 6.7632795630000002, 7.2750780949999996, 
    8.9511038539999994, NA, NA, 6.0617928929999998, 3.2294302969999999, 
    4.5544309609999996, 9.9782016349999996, 9.8075362679999998, 
    8.4527342920000006, 9.8842239070000009, 5.9358385939999998, 
    NA, 8.5164456170000005, 6.623978202, 6.3494974810000002, 
    6.3924454150000001, NA, 7.04287887, 9.0221957610000008, NA, 
    8.8528883260000004, 9.4246175349999994, 2.8735945109999999, 
    5.9484023349999999, 9.9999014180000003, 9.8392370570000001, 
    9.7132719030000008, 5.1339687850000004, 8.4506616890000004, 
    9.2342883909999998, 8.5558583109999997, 9.1160762940000009, 
    9.2269689499999998, 9.6394512619999997, 9.2561307900000003, 
    5.5545039999999997, 3.79519954, 9.6136479870000002, 6.450967307, 
    5.3417459899999997, 8.1849543360000006, NA, 10, 3.6892984719999999, 
    NA, 10, 8.7531848459999999, 4.3028561139999999, 4.0313335300000004, 
    8.2054506079999996, 4.4246661329999997, 9.2877930010000007, 
    NA, 8.5847829180000002, 9.8753890379999998, 4.341529725, 
    6.0261486990000002, 8.9670299730000007, 9.1280653950000001, 
    9.0634877379999992, 10, 9.4377553590000005, 6.8066364469999998, 
    10, 8.4189983070000007, 6.1483331799999998, 6.2055071249999996, 
    9.9061864790000005, 4.4184757689999996, 8.9809052820000002, 
    5.637806769, 6.0332429569999997, 6.0762942779999998, 5.7738419619999997, 
    NA, 9.0203959600000001, 10, 10, 7.2346049050000003, 7.8171290139999998, 
    7.6020385829999997, 5.7576852580000004, 8.0852861039999997, 
    6.8583106269999998, 3.3485240470000002, 8.3796302350000005, 
    8.9972752039999992, 9.3019073569999993, 9.6185286100000003, 
    6.7794715810000001, NA, 2.2343324249999998, 8.7107634259999998, 
    9.4959128069999998, NA, 8.8365122619999994, 5.117166213, 
    7.1640326979999998, 7.2094134109999999, NA, 5.3024523160000001, 
    9.9482288830000005, 9.4910814800000001, 9.7411444140000008, 
    9.5671001560000004, 7.0490463219999997, 9.26790965, 9.5343324250000006, 
    9.9182561309999997, 8.0435967300000009, 8.2942779289999997, 
    8.5953678470000003, 8.8504087190000007, 9.7919876519999995, 
    9.4291553130000008, 9.6790190739999993, 4.7724795640000002, 
    6.0217983650000004, 2.8065395099999999, 4.3746594009999997, 
    9.431325674, 9.5912806540000002, 6.8257054889999997, 8.986376022, 
    6.2381781739999997, 8.6517711169999991, 8.9286187269999999, 
    3.7629427789999998, 2.7520435970000001, 9.8092643049999992, 
    9.5795100499999997, 7.1441644599999998, 2.564792926, 9.63760218, 
    3.6975476839999999, 9.8964577659999993, NA, NA, NA, 9.9168937330000002, 
    10, 9.5173886589999999, 4.6247956400000003, 7.2637602179999998, 
    9.1280040440000008, 9.0291553130000004, 7.9891008169999997, 
    NA, 5.305177112, 7.4434717829999997, 3.5307901909999999, 
    9.6629427789999998, 3.7841961849999999, 7.4147138960000003, 
    8.9049046319999992, 9.725885559, 8.3523160759999993, 7.7854019489999997, 
    8.6820163489999995, NA, 4.9441416890000003, 8.377111717, 
    8.9128969490000003, NA, NA, 5.8411444140000004, 3.6354223430000001, 
    4.850703942, 10, 9.622545487, 8.5953678470000003, 9.9301445699999995, 
    6.0727520439999996, NA, 8.4746594010000003, 6.4904632150000001, 
    6.2782016350000003, 6.419073569, NA, 7.27520436, 9.1005420160000003, 
    NA, 8.8528883260000004, 9.6136239779999997, 3.0599455039999999, 
    5.8055897830000003, 9.963215259, 9.8392370570000001, 9.6667090509999998, 
    5.0871934599999999, 8.2141689370000002, 9.3828337869999991, 
    8.5558583109999997, 9.1160762940000009, 9.2207084469999998, 
    9.5591280649999995, 9.1008174390000001, 5.2847411439999998, 
    3.898365123, 9.3594005449999997, 6.2861035420000002, 5.580926431, 
    8.582725473, NA, 10, 4.0648501359999996, NA, 9.9313351500000007, 
    10, 4.486376022, 3.5340599460000002, 8.4307901909999998, 
    4.6065395100000002, 9.2324250679999995, NA, 8.7555858309999994, 
    9.8500511490000004, 4.6986376019999998, 5.9991833420000003, 
    8.9670299730000007, 9.2643051770000007, 9.0634877379999992, 
    9.9735694820000003, 9.1929155310000006, 8.0014180629999991, 
    10, 8.4379388659999996, 6.6378746590000004, 6.326158038, 
    9.8389645780000006, 4.8910081740000004, 9.2182561310000004, 
    5.73106267, 5.7743869209999996, 6.31880109, 5.7738419619999997, 
    NA, 8.2125340599999994, 10, 9.9972752039999992, 7.3869209810000003, 
    8.1902752979999995, 7.9627418600000004, 6.1190429330000002, 
    8.0463215259999998, 6.8038147139999996, 2.022070845, 8.2620885739999999, 
    8.970572207, 9.4392370569999997, 9.5640326980000001, 6.2269754769999999, 
    NA, 2.427792916, 8.7469331669999999, 9.6370572209999992, 
    NA, 8.8365122619999994, 5.9964577659999998, 7.1640326979999998, 
    7.2607417669999998, NA, 5.6062670299999997, 9.9564032699999991, 
    9.7258535940000002, 9.8934604900000007, 9.5671001560000004, 
    6.941689373, 9.3381471390000002, 9.6509536780000005, 9.9182561309999997, 
    7.9027247960000002, 8.2942779289999997, 8.1016348770000004, 
    8.8504087190000007, 9.6734781210000005, 9.4196185289999992, 
    9.6588555859999996, 4.7880108989999997, 6.1280653950000001, 
    2.9089918259999998, 3.3899182560000001, 9.3836512259999996, 
    9.5912806540000002, 6.8746594009999997, 9.159673025, 6.7446866490000001, 
    8.4463215260000002, 8.6866485010000005, 3.7234332430000001, 
    2.667574932, 9.8092643049999992, 9.5795100499999997, 6.9068161080000001, 
    2.5858310630000001, 9.6517711169999991, 4.0517711170000004, 
    9.8828337869999991, NA, NA, NA, 9.9168937330000002, 10, 9.4771117169999997, 
    4.5455040870000003, 7.4239782019999998, 8.9692575750000003, 
    9.3615803809999996, 7.9891008169999997, NA, 5.267847411, 
    7.260490463, 3.5569482290000001, 9.7588555859999992, 3.9457765669999998, 
    8.3506811990000003, 8.8852861040000004, 9.7893732969999991, 
    8.2760217980000004, 7.0435207799999997, 8.6177111719999999, 
    NA, 3.9073569479999999, 8.7256130790000004, 8.7142929569999996, 
    NA, NA, 5.3460490460000001, 3.4918256130000001, 4.7584105819999998, 
    10, 9.7698234070000005, 8.9100817439999993, 10, 5.9209809260000004, 
    NA, 8.4501362400000009, 6.5313351500000003, 6.0732970030000004, 
    7.0760217980000002, NA, 8.1329700270000007, 9.0070844690000005, 
    NA, 8.9769168619999995, 9.6223433239999991, 3.0179836510000002, 
    5.8213265749999996, 9.8425068119999999, 9.8392370570000001, 
    9.8595308500000005, 4.8773841960000004, 9.6468664850000003, 
    9.5463215259999998, 8.5558583109999997, 9.1160762940000009, 
    9.2645776570000002, 9.3681198909999992, 9.2261580379999995, 
    5.0490463219999997, 3.893277646, 9.1866485010000005, 5.9588555860000003, 
    5.0659400540000004, 8.5864763869999994, NA, 10, 3.8809264309999998, 
    NA, 10, 10, 4.2885558579999996, 3.8471389650000001, 8.6174386920000003, 
    4.5621253409999998, 9.1825613080000004, NA, 8.9888283379999994, 
    9.8325324040000002, 4.5991825610000001, 5.9215258860000004, 
    8.9670299730000007, 9.3188010899999991, 9.0634877379999992, 
    9.9604904629999993, 9.6719346050000006, 6.8640352350000002, 
    9.6498637600000006, 8.4379388659999996, 7.0027247959999999, 
    6.1607629429999999, 9.891825613, 4.2839237060000004, 9.7125955160000004, 
    5.7493188010000003, 5.6915007649999998, 6.2942779289999997, 
    5.7738419619999997, NA, 7.7711171659999998, 9.9106267030000001, 
    9.8446866489999998, 7.3542234329999996, 8.1498637600000006, 
    9, 6.4437597090000001, 7.9814713900000003, 6.5065532570000002, 
    2.0152474489999999, 9.5743869210000003, 8.8753292970000004, 
    9.5264367389999993, 9.4686825779999992, 6.2964577659999996, 
    NA, 2.2855585829999998, 9.2040871929999994, 9.7131108669999993, 
    NA, 8.8365122619999994, 5.8681198910000001, 7.1640326979999998, 
    7.748920998, NA, 5.6889534900000003, 9.9648501360000008, 
    9.4279063440000002, NA, 9.5671001560000004, 6.8937329700000003, 
    NA, 9.7160762940000005, 9.9182561309999997, 7.5122615799999997, 
    8.2942779289999997, 8.2558583110000008, 8.2953678469999996, 
    9.3106267030000005, 9.4441329310000004, 9.8547498420000004, 
    4.8009864609999999, 6.40599455, 2.6517154930000002, 3.5114441420000002, 
    9.3220708450000007, 9.5912806540000002, 6.2147138960000001, 
    9.1984674099999992, 6.174386921, 8.6574931880000001, 8.6866485010000005, 
    3.7651226160000002, 2.8385715970000001, 9.8092643049999992, 
    9.5795100499999997, 6.9125340599999996, 2.2634207069999999, 
    9.680653951, 4.1175007700000004, 9.8643051770000003, NA, 
    NA, NA, 9.9168937330000002, 10, 9.3125340600000008, 4.3972358319999998, 
    7.3163336159999997, 7.6779291550000002, 9.3396650379999997, 
    7.9891008169999997, NA, 5.257247853, 7.2443759410000004, 
    3.592426814, 9.7909224300000002, 4.0980926430000002, 7.6512261580000001, 
    8.7796214670000001, 9.8140110109999998, 8.2224784329999991, 
    7.4621253410000001, 9.2509240639999994, NA, 4.1856660520000002, 
    NA, 9.1952641259999996, NA, NA, 4.748626389, 3.3905537290000001, 
    5.9482288829999996, 10, 9.4822888279999997, 8.9043661830000005, 
    10, 5.7903193999999996, NA, 8.6050600619999997, 6.4986376019999996, 
    5.6381010500000004, 6.6248390930000003, NA, 8.6272288249999995, 
    NA, NA, 8.9653072209999998, NA, 3.2685022689999998, 6.0861275790000002, 
    9.8179883070000002, 9.8392370570000001, 9.616679929, 4.8125340599999999, 
    9.629155313, 9.5100817440000007, 8.5558583109999997, 9.1160762940000009, 
    9.2521275779999996, 9.2915531340000008, 9.1798365119999996, 
    5.0554090839999999, 4.0420679589999997, NA, 6.5030716980000003, 
    4.8000683029999998, 8.6731410289999999, NA, 10, 4.1434607320000003, 
    NA, 10, 10, 4.2285543890000001, 3.945692599, 8.3411839850000007, 
    4.7831048310000002, 9.0735694819999999, NA, NA, NA, 3.9072587570000001, 
    5.653405995, 8.9670299730000007, 9.3188010899999991, NA, 
    9.8754768389999992, 9.2941342650000003, NA, 9.389147715, 
    8.2370572210000006, 7.0497465080000001, 5.6403269749999998, 
    9.9702997280000005, 3.869209809, 9.7125955160000004, 5.739361272, 
    5.9400544960000001, 6.376021798, 5.7738419619999997, NA, 
    NA, 9.9871934600000003, 10, 9.5885558579999994, 8.0430414349999992, 
    9, 6.9337907230000004, 7.8365122620000003, 7.1498637599999997, 
    2.5444120419999998, 9.7929155310000002, 8.9921577429999999, 
    9.5234800459999995, 9.504003526, 6.3106267029999996, NA, 
    2.9073569479999999, 9.2427792919999998, 9.7311865910000002, 
    NA, 8.8365122619999994, 5.8591280460000004, 7.1640326979999998, 
    7.9475664210000003, NA, 6.2452316080000001, 10, 9.4279063440000002, 
    NA, 9.5671001560000004, 7.0762942779999998, NA, 9.5787465940000001, 
    9.9182561309999997, 7.3433242510000003, 8.2942779289999997, 
    7.5298687629999996, 9.2422343320000007, 9.3106267030000005, 
    9.3460490459999992, 9.9748574980000004, 5.0626702999999997, 
    5.59400545, 3.3678474110000001, 4.195367847, 8.9108458539999997, 
    9.5912806540000002, 5.9948228879999998, 9.1019938719999995, 
    6.4850136239999996, 9.9564032699999991, 8.6866485010000005, 
    4.6975476839999999, 3.4196185290000001, 9.8092643049999992, 
    NA, 7.6762623740000002, 2.9455040870000002, 9.4634877379999995, 
    4.6566757489999997, 9.8558583110000004, NA, NA, NA, 9.9168937330000002, 
    10, 9.4321663250000007, 4.5706260219999999, 7.9100817440000002, 
    7.6779291550000002, 8.5993643380000009, 8.1137660530000009, 
    NA, 6.231607629, 7.3678474109999996, 4.0817438690000003, 
    9.7801687939999997, 4.6536784740000003, 7.4149863759999999, 
    8.9950876480000002, 9.7950360080000003, 8.3706538790000007, 
    2.6430517710000001, 9.3543491749999994, NA, 5.6539509539999999, 
    NA, 9.1952641259999996, NA, NA, 6.1008174390000001, 3.7847411439999998, 
    5.9482288829999996, 9.3460490459999992, 9.4822888279999997, 
    8.4694037959999999, 10, 4.997010757, NA, 8.6321525890000004, 
    6.7765667570000003, 6.0980926430000002, 6.9128065400000001, 
    NA, 7.7138964579999998, NA, NA, 9.2643051770000007, NA, 3.9182561310000001, 
    7.0419618530000001, 9.9023005180000006, 9.8392370570000001, 
    9.616679929, 5.667574932, 9.4653950949999999, 9.0852861039999997, 
    8.5558583109999997, 9.1160762940000009, 9.3740697950000005, 
    9.3079019069999998, 9.27520436, 5.2397820160000004, 4.3841961850000004, 
    NA, 6.5177111720000003, 6.36239782, 8.7857882640000007, NA, 
    8.7095367849999992, 4.3834206919999996, NA, 10, 10, 4.9100817440000002, 
    4.629528884, 8.4577656680000004, 5.5177111720000003, 9.190076264, 
    NA, NA, NA, 4.3487738419999999, 5.5930692960000004, 9.0944690010000002, 
    9.3732970029999993, NA, NA, 9.3269754769999995, NA, 9.4043771530000004, 
    8.6648501360000001, 6.815597672, 6.7250681200000004, 9.9455040869999998, 
    4.4686648499999997, 9.7125955160000004, 6.2806539509999997, 
    6.4414168939999996, 6.7302452319999997, 5.7738419619999997, 
    NA, NA, 10, 7.7465940050000004), ef_government_enterprises = c(8, 
    0, 0, 6, 8, 10, 10, 0, 7, 10, 7, 6, 10, 10, 4, 4, 7, 0, 4, 
    7, 4, NA, 8, 2, 2, 2, 7, 8, 0, 4, 10, 10, 2, 10, 8, 4, 10, 
    4, 8, 10, 10, 8, 6, 2, 2, 8, 7, 4, 6, 8, 8, 8, 4, 8, 10, 
    6, 6, 10, 6, 0, 6, 7, 8, 7, 4, 8, 7, 7, 4, 0, 10, 10, 10, 
    7, 7, 8, 6, 6, 10, 7, 6, 6, 8, 10, 0, 4, NA, 10, 7, 6, 4, 
    2, 4, 0, 6, 6, 6, 10, 6, 10, 8, 8, 6, 7, 4, 7, 8, 8, 7, 6, 
    2, 7, 0, 6, 8, 8, 8, 6, 10, 8, 10, NA, 7, 10, 0, NA, 6, 8, 
    8, 4, 8, 8, 8, 8, 10, 7, 10, 10, 0, 8, 10, 2, 8, 0, 7, 6, 
    7, 4, 0, 7, 7, 10, 10, 2, 8, 8, 7, 0, NA, 4, 4, 6, 8, 0, 
    0, 6, 8, 10, 10, 0, 7, 4, 7, 6, NA, 10, 4, 4, 8, 0, 4, 4, 
    4, NA, 8, 2, 2, 2, 8, 8, 0, 4, 7, 10, 2, 10, 8, 0, 10, 4, 
    8, 10, 8, 8, 6, 2, 2, 8, 7, 4, 6, 8, 8, 8, 4, 8, 10, 6, 4, 
    10, 6, 0, 8, 4, 10, 7, 4, 8, 7, 7, 6, NA, 10, 10, 10, 7, 
    7, 8, 6, 6, 10, 7, 6, NA, 7, 10, 0, NA, NA, 10, 7, 6, 6, 
    2, 4, 0, 6, 7, 6, 8, 6, 10, 2, 8, 6, 7, 6, 8, 8, 8, 7, 4, 
    2, 7, 0, 6, 8, 8, 8, 7, 10, 7, 10, NA, 7, 10, 0, NA, 6, 8, 
    8, 4, 8, 6, 7, 8, 10, 7, NA, 10, 0, 8, 10, 2, 8, 0, 7, 6, 
    7, 2, 0, 7, 7, 8, 10, 2, 8, 8, 7, 0, NA, 2, 4, 8, 8, 0, 0, 
    6, 10, 10, 10, 0, 7, 4, 7, 6, NA, 10, 4, 2, 8, 0, 4, 4, 4, 
    NA, 8, 2, 2, 2, 8, 10, 0, 7, 4, 10, 2, 10, 4, 0, 10, 4, 8, 
    10, 8, 8, 6, 0, 2, 8, 7, 2, 6, 8, 8, 6, 4, 8, 10, 6, 4, 10, 
    6, 0, 4, 2, 10, 7, 6, 8, 7, 7, 7, NA, 10, 10, 10, 7, 7, 10, 
    6, 6, 10, 7, 6, NA, 8, 10, 0, NA, NA, 10, 8, 6, 7, 4, 4, 
    0, 6, 7, 6, 8, 6, 10, 6, 8, 6, 6, 7, 7, 8, 8, 7, 4, 2, 8, 
    0, 6, 8, 8, 8, 7, 10, 7, 10, NA, 8, 10, 0, NA, 7, 10, 8, 
    4, 8, 8, 6, 8, 10, 7, NA, 10, 0, 8, 10, 2, 8, 0, 7, 7, 8, 
    4, 0, 7, 7, 8, 10, 2, 8, 8, 7, 0, NA, 7, 4, 8, 7, 0, 0, 6, 
    10, 10, 10, 0, 7, 4, 7, 6, NA, 10, 4, 6, 6, 0, 4, 7, 4, NA, 
    8, 0, 2, 2, 7, 8, 0, 8, 4, 10, 2, 8, 4, 0, 10, 4, 8, 10, 
    10, 7, 6, 0, 4, 8, 7, 4, 8, 8, 8, 4, 4, 7, 10, 7, 6, 10, 
    6, 2, 0, 0, 8, 8, 7, 8, 7, 7, 7, NA, 10, 10, 10, 7, 7, 10, 
    6, 6, 8, 7, 7, NA, 8, 10, 0, NA, NA, 10, 8, 6, 8, 2, 4, 4, 
    6, 8, 7, 7, 6, 10, 7, 8, 6, 6, 7, 8, 8, 8, 7, 4, 2, 8, 0, 
    6, 6, 8, 8, 7, 10, 7, 10, NA, 8, 10, 0, NA, 7, 10, 7, 4, 
    8, 10, 7, 10, 10, 7, NA, 10, 2, 7, 10, 2, 7, 0, 7, 7, 7, 
    4, 0, 7, 7, 10, 10, 2, 10, 8, 8, 0, NA, 6, 4, 6, 8, 0, 0, 
    6, 10, 10, 10, 0, 7, 4, 7, 7, NA, 10, 6, 2, NA, 0, 4, 7, 
    4, NA, 8, 2, 2, 2, 7, 8, 2, 0, 2, 10, 2, 8, 4, 0, 10, 2, 
    8, 10, 10, 7, 6, 2, 4, 8, 7, 4, 7, 8, 8, 4, 0, 6, 10, 7, 
    7, 10, NA, 4, 2, 0, 10, 8, 8, 8, 7, 7, 7, NA, 10, 10, 10, 
    7, 10, 10, 6, 6, 8, 7, 7, NA, 8, 10, 0, NA, NA, 10, 8, 8, 
    10, 2, 2, 8, 6, 8, 7, 7, 6, 10, 7, 8, 6, 4, 10, 7, 8, 8, 
    7, 6, 2, 8, 0, 6, 7, 8, 8, 7, 10, 7, 8, NA, 8, 10, 0, NA, 
    6, 8, NA, 4, 8, 10, 8, 8, 10, 7, NA, 10, 4, 7, 10, 2, 7, 
    0, 7, 7, 8, 4, 0, 8, 8, 10, 10, 2, 8, 8, 8, 0, NA, 2, 4, 
    8, 7, 0, 0, 6, 10, 10, 10, 0, 7, 4, 8, 7, NA, 10, 6, 2, NA, 
    0, 4, 6, 7, NA, 10, 2, 0, 2, 7, 8, 6, 0, 4, 10, 2, 10, 4, 
    0, 10, 6, 8, 10, 8, 8, 6, 2, 4, 8, 8, 0, 8, 8, 8, 4, 0, 4, 
    10, 7, 8, 8, NA, 2, 2, 2, 10, 8, 8, 8, 7, 7, 6, NA, 8, 10, 
    10, 7, 8, 8, 7, 6, 8, 7, 7, NA, 7, 10, 0, NA, NA, 10, 7, 
    6, 7, 2, 2, 4, 6, 8, 7, 7, 7, 10, 6, 8, 4, 7, 8, 7, 8, 8, 
    7, 10, 2, 8, 0, 6, 4, 8, 6, 7, 10, 6, 8, NA, 7, 10, 2, NA, 
    6, 8, NA, 4, 8, 10, 8, 10, 8, 7, NA, 8, 4, 8, 10, 2, 7, 0, 
    7, 7, 10, 2, 0, 8, 8, 10, 10, 2, 8, 7, 8, 0, NA, 4, 7, 7, 
    7, 0, 0, 6, 8, 10, 10, 0, 7, 4, 8, 7, NA, 10, 6, 2, NA, 0, 
    4, 4, 8, NA, 7, 0, 0, 2, 8, 7, 4, 2, 6, 10, 0, 10, 2, 2, 
    10, 6, 8, 10, 8, 8, 6, 2, 4, 8, 7, 0, 8, 8, 8, 4, 4, 4, 10, 
    4, 8, 7, NA, 0, 0, 2, 8, 8, 8, 7, 6, 7, 6, NA, 7, 10, 10, 
    7, 8, 8, 7, 6, 8, 7, 6, NA, 7, 10, 2, NA, NA, 10, 7, 4, 10, 
    4, 2, 4, 6, 10, 7, 6, 7, 10, 6, 8, 0, 4, 10, 7, 7, 8, 6, 
    10, 2, 7, 0, 6, 6, 8, 6, 7, 8, 6, 6, NA, 7, 10, 0, NA, 6, 
    8, NA, 6, 8, 10, 7, 10, 7, 7, NA, 7, 0, 7, 10, 2, 7, 0, 6, 
    7, 7, 2, 0, 7, 7, 10, 10, 2, 8, 7, 6, 0, NA, 4, 8, 7, 6, 
    0, 0, 6, 8, 8, 10, 0, 7, 4, 8, 7, NA, 10, 7, 2, NA, 0, 4, 
    0, 8, NA, 8, 0, 2, 0, 8, 7, 6, 4, 4, 10, 0, 10, 4, 2, 10, 
    4, 10, 10, 7, 8, 6, 2, 2, 8, 6, 0, 8, 8, 8, 7, 2, 0, 10, 
    4, 7, 7, NA, 0, 2, 4, 8, 10, 10, 7, 6, 7, 6, NA, 8, 10, 8, 
    10, 8, 6, 8, 6, 7, 7, 8, NA, 7, 10, 2, NA, NA, 10, 7, 4, 
    10, 6, 2, 4, 6, 10, 6, 6, 8, 7, 4, 8, 0, 4, 10, 7, 7, 7, 
    6, 7, 2, 8, 0, 6, 8, 8, 4, 7, 7, 7, 8, NA, 7, 10, 0, NA, 
    6, 8, NA, 4, 8, 8, 8, 8, 7, 6, NA, NA, 0, 7, 10, 2, 4, 0, 
    4, 6, NA, 4, 0, 10, 7, 10, 10, 2, 8, 7, 4, 0, NA, 2, 8, 10, 
    6, 0, 0, 6, 10, 10, 10, 0, 7, 4, 7, 4, NA, 10, 7, 2, NA, 
    0, 7, 0, 10, NA, 8, 0, 0, 4, 7, 8, 6, 4, 0, 10, 0, 10, 8, 
    2, 10, 4, 10, 10, 8, 10, 6, 4, 4, 8, 8, 0, 10, 10, 8, 8, 
    6, 4, 10, 2, 7, 8, NA, 0, 4, 6, 10, 10, 10, 8, 6, 7, 6, NA, 
    7, 10, 10, 10, 10, 8, 7, 7, 8, 7, 8, NA, 8, 10, 4, NA, NA, 
    10, 8, 4, 6, 4, 2, 4, 6, 8, 8, 7, 10, 6, 6, 10, 0, 4, 8, 
    8, 8, 8, 8, 7, 2, 10, 0, 6, 8, 8, 4, 8, 8, 7, 8, NA, 7, 10, 
    2, NA, 7, 8, NA, 4, 10, 10, 8, 8, 8, 7, NA, NA, 0, 8, 10, 
    2, 7, 0, 6, 7, NA, 7, 0, 10, 8, 8, 10, 4, 8, 8, 7, 0, NA, 
    4, 8, 10), ef_government_tax_income = c(9, 7, 10, 7, 5, 5, 
    4, 9, 10, 10, 8, 6, 10, 2, 9, 4, 9, 10, 10, 9, 8, 10, 10, 
    9, 8, 10, 5, 5, 8, 5, 1, 7, 6, 7, 5, 5, 9, 3, 4, 7, 9, 3, 
    9, 6, 9, 8, 10, 7, 5, 3, 5, 5, 8, 10, 5, 9, 4, 10, 5, 9, 
    8, 8, 9, 10, 10, 4, 8, 8, 10, 10, 6, 5, 5, 9, 3, 10, 10, 
    8, 6, 10, 10, 9, 9, 10, 8, 9, 10, 10, 5, 10, 10, 8, 9, 5, 
    7, 6, 10, 8, 10, 10, 10, 5, 7, 9, 6, 7, 3, 7, 8, 7, 9, 6, 
    10, 8, 9, 5, 10, 8, 7, 7, 4, 10, 10, 10, 8, 10, 5, 10, 10, 
    7, 10, 9, 4, 4, 5, 9, 10, 5, 7, 2, 8, 9, 6, 10, 8, 7, 10, 
    7, 9, 7, 7, 5, 10, 10, 6, 5, 9, 7, 7, 10, 7, 4, 9, 7, 10, 
    7, 5, 5, 4, 9, 10, 10, 9, 6, NA, 2, 9, 4, 9, 10, 10, 9, 8, 
    10, 10, 9, 8, 10, 5, 4, 8, 3, 1, 7, 6, 7, 5, 4, 9, 3, 4, 
    7, 9, 3, 9, 7, 9, 8, 10, 7, 5, 3, 5, 5, 8, 10, 5, 9, 3, 10, 
    5, 10, 8, 8, 9, 10, 10, 4, 8, 8, 10, NA, 6, 5, 5, 9, 3, 10, 
    10, 8, 6, 10, 10, 9, 9, 10, 8, 9, 10, 10, 5, 10, 10, 8, 9, 
    5, 7, 5, 10, 8, 10, 10, 10, 5, 7, 9, 6, 7, 3, 7, 8, 7, 9, 
    6, 10, 8, 9, 5, 10, 8, 7, 7, 4, 10, 10, 10, 8, 10, 5, 10, 
    10, 8, 10, 9, 4, 4, 4, 9, NA, 5, 7, 2, 8, 9, 6, 10, 8, 7, 
    10, 7, 9, 7, 7, 5, 9, 10, 6, 5, 9, 8, 7, 10, 7, 4, 9, 7, 
    10, 7, 5, 5, 4, 9, 10, 10, 9, 6, NA, 2, 9, 4, 9, 10, 10, 
    9, 8, 10, 10, 9, 8, 10, 5, 6, 7, 3, 1, 7, 6, 7, 5, 4, 9, 
    3, 4, 7, 9, 3, 9, 7, 8, 8, 9, 7, 5, 4, 5, 5, 8, 10, 5, 9, 
    4, 10, 5, 10, 8, 8, 9, 10, 10, 4, 8, 8, 7, NA, 5, 5, 4, 9, 
    4, 10, 10, 8, 6, 10, 10, 9, 9, 10, 8, 9, 10, 10, 6, 10, 10, 
    8, 8, 5, 7, 5, 10, 8, 10, 10, 10, 5, 7, 9, 7, 7, 3, 7, 8, 
    7, 9, 7, 10, 8, 9, 5, 10, 8, 7, 7, 4, 10, 10, 10, 8, 10, 
    5, 10, 10, 8, 10, 9, 4, 6, 4, 9, NA, 5, 7, 2, 8, 9, 7, 10, 
    8, 8, 10, 7, 9, 7, 7, 5, 10, 10, 6, 5, 9, 8, 7, 10, 7, 4, 
    10, 7, 10, 7, 6, 6, 4, 9, 10, 10, 9, 6, NA, 2, 9, 4, 9, 10, 
    10, 9, 8, 10, 10, 8, 8, 10, 5, 6, 7, 7, 1, 7, 6, 7, 5, 4, 
    9, 3, 4, 7, 9, 3, 9, 7, 9, 8, 9, 7, 5, 4, 5, 5, 8, 10, 5, 
    9, 5, 10, 5, 10, 7, 8, 9, 10, 10, 4, 8, 8, 7, NA, 5, 5, 5, 
    9, 4, 10, 10, 8, 6, 10, 10, NA, 9, 10, 7, NA, 10, 10, 6, 
    10, 10, 8, 8, 5, 7, 5, 10, 8, 10, 10, 10, 5, 7, 8, 7, 7, 
    3, 7, 8, 7, 9, 7, 10, 10, 9, 5, 10, 8, 7, 7, 4, 10, 10, 10, 
    8, 10, 5, 10, 10, 8, 10, 9, 4, 6, 4, 9, NA, 5, 7, 2, 8, 9, 
    7, 10, 8, 8, 10, 7, 9, 7, 7, 5, 10, 10, 6, 5, 9, 7, 7, 10, 
    7, 5, 10, 7, 10, 7, 9, 6, 4, 8, 10, 10, 9, 7, NA, 2, 9, 4, 
    NA, 10, 10, 9, 8, 10, 10, 4, 1, 10, 5, 6, 7, 5, 1, 7, 6, 
    7, 3, 4, 9, 3, 4, 7, 10, 3, 9, 7, 10, 8, 9, 7, 5, 4, 5, 5, 
    7, 10, 5, 9, 5, 7, NA, 10, 7, 8, 9, 10, 10, 4, 8, 8, 7, NA, 
    5, 5, 5, 9, 5, 10, 10, 8, 6, 10, 10, NA, 9, 9, 7, NA, NA, 
    10, 4, 10, 9, 8, 8, 5, 7, 5, 10, 8, 10, 10, 10, 5, 7, 8, 
    6, 5, 3, 7, 8, 7, 9, 7, 10, 10, 9, 6, 10, 8, 7, 7, 5, 10, 
    10, 10, 8, 10, 0, 10, NA, 8, 10, 10, 4, 6, 4, 9, NA, 5, 7, 
    2, 8, 9, 7, 10, 8, 7, 10, 4, 9, 7, 7, 8, 10, 10, 5, 8, 9, 
    8, 7, 10, 9, 5, 10, 7, 10, 7, 10, 6, 4, 8, 10, 10, 9, 7, 
    NA, 2, 9, 7, NA, 10, 10, 9, 8, 10, 10, 4, 1, 10, 5, 6, 7, 
    5, 1, 7, 6, 7, 3, 4, 9, 3, 4, 7, 10, 3, 9, 7, 10, 8, 9, 7, 
    7, 4, 5, 5, 7, 10, 5, 9, 5, 7, NA, 10, 7, 8, 9, 10, 10, 4, 
    7, 8, 7, NA, 5, 6, 5, 9, 5, 10, 10, 8, 6, 10, 10, NA, 9, 
    10, 7, NA, NA, 10, 4, 10, 9, 8, 8, 5, 7, 5, 10, 8, 10, 10, 
    10, 5, 7, 5, 6, 5, 3, 7, 8, 7, 9, 7, 10, 10, 9, 5, 10, 8, 
    7, 7, 5, 10, 10, 10, 8, 10, 0, 10, NA, 8, 10, 10, 4, 6, 6, 
    9, NA, 5, 7, 2, 8, 9, 7, 10, 8, 7, 10, 4, 9, 7, 7, 8, 10, 
    10, 5, 8, 9, 7, 5, 10, 8, 5, 10, NA, 10, 7, 10, 6, 4, 7, 
    10, 10, 9, 7, NA, 2, NA, 7, NA, 10, 10, 9, 8, 10, 10, NA, 
    NA, 10, 5, 6, 7, 5, NA, 7, 6, 7, 3, 4, 9, 3, 3, 8, 10, 3, 
    9, 7, 10, 8, 9, 7, 7, 4, 6, 5, NA, 10, 5, 9, 6, 7, NA, NA, 
    7, 8, 9, 10, 7, 4, 7, 8, 7, NA, 5, 5, 5, 8, 5, 10, 10, 8, 
    6, 10, 10, NA, 8, 10, NA, NA, NA, 10, 5, 10, 9, 8, 8, NA, 
    7, 5, 10, 9, 10, 10, 10, 5, 7, 5, 6, NA, 3, 5, 8, NA, 9, 
    7, 10, 10, 8, 5, 10, 8, 7, 7, 5, 10, 10, 10, NA, 10, 0, 10, 
    NA, NA, 10, 10, 4, 6, 6, 7, NA, NA, 7, 2, 9, 9, 7, 10, 8, 
    7, NA, NA, 9, 7, 7, 8, 10, 10, 5, 7, 9, 8, 5, NA, 8, 5, 10, 
    NA, 10, 7, 10, 6, 4, 7, 10, 10, 9, 5, NA, 2, NA, 7, NA, 10, 
    10, 9, 8, NA, 10, NA, NA, NA, 1, 6, NA, 5, NA, 7, 6, 7, 3, 
    4, 9, 3, 3, 8, 10, 2, 9, 9, 10, 8, 9, 7, 7, 4, 6, 1, NA, 
    10, 5, 9, 6, 7, NA, NA, 7, 8, 9, 10, 5, 5, 8, 8, 7, NA, 5, 
    5, 5, 9, 5, 7, 10, 8, 6, 10, 10, NA, 9, NA, NA, NA, NA, 10, 
    6, 10, 9, 5, 8, NA, 7, 5, 10, 8, 10, 10, 10, 4, 7, 5, 6, 
    NA, 3, 5, 8, NA, 9, 6, 10, 10, 8, 5, 10, 8, 7, 7, 5, NA, 
    10, 10, NA, NA, 0, 10, NA, NA, 10, 10, 4, 6, 6, 7, NA, NA, 
    NA, 2, 9, 9, 7, NA, 8, 7, NA, NA, 9, 7, 7, 8, 10, 10, 6, 
    7, 9, 8, 6, NA, 8, 5, 10, NA, NA, 7, 10, 6, 4, 7, 10, 10, 
    9, 5, NA, 2, NA, 7, NA, 10, 10, 9, 8, NA, 10, NA, NA, NA, 
    1, 5, NA, 5, NA, 7, 6, 7, 3, 4, 9, 3, 3, 8, 10, 2, 8, 9, 
    10, 8, 9, 7, 7, 4, 6, 1, NA, 9, 5, 9, 6, 7, NA, NA, 7, 8, 
    9, 10, 5, 7, 8, 7, 7, NA, 5, 5, 5, 9, 5, 7, 10, 8, 6, 10, 
    10, NA, 9, NA, NA, NA, NA, 9, 6, 10, 9, 5, 8, NA, 7, 5, 10, 
    8, 10, 10, 10, 4, 7, 5, 6, NA, 3, 5, 8, NA, 9, 6, 10, 10, 
    8, 5, 10, 8, 7, 7, 5, NA, 10, 10, NA, NA, 0, 10, NA, NA, 
    10, 10, 4, 5, 6, 7, NA, NA, NA, 2, 9, 10, 7, NA, 8, 7, NA, 
    NA, 9, 7, 7, 8, 10, 10, 4, 7, 9, 8, 6, NA, 8, 5), ef_government_tax_payroll = c(7, 
    2, 9, 1, 5, 5, 3, 4, 10, 10, 8, 6, 5, 0, NA, 3, 8, 10, 3, 
    9, 4, 10, 7, 4, 5, 10, 4, 5, 4, NA, 1, 7, 6, 2, 3, 3, 4, 
    1, 0, 6, 4, 2, 7, 4, 5, 8, 4, 3, 5, 2, 2, 2, 8, 10, 5, 5, 
    1, 9, 3, 4, 5, NA, 9, 10, 4, 3, 8, 7, 10, 8, 3, 5, 2, 5, 
    3, 5, 8, 8, 5, 10, 7, 9, 4, 8, 8, 7, 9, 4, 4, 7, 7, 4, 9, 
    1, 7, 6, 8, 8, 4, 8, 4, 3, 5, 9, 6, 7, 3, 7, 4, 3, 5, 3, 
    10, 8, 4, 5, 7, 3, 7, 1, 1, 10, 4, 5, 5, 10, 5, 5, 10, 4, 
    10, 2, 0, 4, 5, 8, 7, 5, 7, 0, 6, 5, 6, 7, 4, 7, 10, NA, 
    5, 2, 7, 3, 7, 10, 2, 5, 7, 5, 5, 8, 4, 4, 7, 2, 9, 1, 5, 
    5, 3, 4, 10, 10, 9, 6, NA, 0, NA, 3, 8, 10, 3, 9, 4, 10, 
    7, 4, 5, 10, 4, 4, 4, NA, 1, 7, 6, 2, 3, 2, 4, 1, 0, 6, 4, 
    2, 7, 4, 5, 8, 4, 3, 5, 2, 2, 2, 8, 10, 5, 5, 2, 9, 3, 7, 
    4, NA, 9, 10, 3, 3, 8, 7, 10, NA, 3, 5, 2, 5, 3, 5, 8, 8, 
    5, 10, 7, 9, 4, 8, 8, 7, 9, 4, 4, 7, 7, 4, 9, 1, 7, 5, 8, 
    8, 4, 8, 4, 3, 5, 9, 6, 7, 3, 7, 4, 3, 5, 3, 10, 8, 4, 5, 
    7, 3, 7, 4, 1, 10, 4, 5, 5, 10, 5, 5, 10, 5, 10, 2, 0, 4, 
    4, 8, NA, 5, 7, 0, 6, 5, 6, 7, 4, 7, 10, NA, 5, 4, 7, 3, 
    4, 10, 2, 5, 7, 6, 5, 8, 4, 4, 7, 2, 9, 1, 5, 5, 3, 4, 10, 
    10, 9, 6, NA, 0, NA, 3, 8, 10, 3, 9, 4, 10, 7, 4, 5, 10, 
    4, 6, 3, NA, 1, 7, 6, 2, 3, 2, 4, 1, 0, 6, 4, 2, 7, 4, 5, 
    8, 4, 3, 5, 3, 2, 2, 8, 10, 5, 5, 1, 9, 3, 7, 4, NA, 9, 10, 
    3, 3, 8, 7, 7, NA, 3, 5, 1, 5, 4, 8, 8, 8, 5, 10, 7, 9, 4, 
    8, 8, 7, 9, 4, 5, 7, 7, 4, 8, 1, 7, 5, 8, 8, 4, 8, 3, 3, 
    5, 9, 7, 7, 3, 7, 8, 3, 5, 4, 10, 8, 4, 5, 7, 4, 7, 4, 1, 
    10, 4, 4, 5, 10, 5, 5, 10, 5, 10, 2, 0, 5, 4, 8, NA, 5, 7, 
    0, 6, 5, 7, 7, 4, 8, 10, NA, 5, 4, 7, 3, 4, 10, 2, 5, 7, 
    6, 5, 8, 4, 4, 7, 2, 9, 1, 6, 5, 3, 4, 10, 10, 9, 6, NA, 
    0, NA, 3, 9, 10, 3, 9, 4, 10, 7, 4, 5, 10, 4, 6, 3, NA, 1, 
    7, 6, 3, 3, 2, 4, 1, 0, 6, 5, 2, 7, 4, 5, 8, 4, 3, 5, 3, 
    2, 2, 8, 10, 5, 5, 2, 9, 3, 7, 4, NA, 8, 10, 3, 3, 8, 7, 
    7, NA, 3, 5, 2, 5, 4, 8, 8, 8, 6, 10, 7, NA, 4, 8, 7, NA, 
    9, 4, 5, 7, 7, 4, 8, 2, 7, 5, 8, 4, 4, 8, 5, 2, 5, 8, 7, 
    7, 3, 7, 8, 3, 5, 4, 10, 10, 4, 5, 7, 4, 7, 4, 1, 10, 4, 
    4, 5, 10, 5, 5, 10, 5, 10, 2, 0, 5, 4, 8, NA, 5, 7, 0, 6, 
    5, 7, 7, 3, 8, 10, NA, 5, 4, 7, 3, 4, 10, 2, 5, 7, 5, 5, 
    8, 4, 5, 7, 2, 9, 1, 7, 5, 3, 4, 10, 10, 9, 3, NA, 0, NA, 
    3, NA, 10, 3, 9, 8, 10, 7, NA, NA, 10, 4, 6, 3, NA, 1, 7, 
    6, 3, 2, 2, 4, 2, 0, 6, 4, 2, 7, 4, 8, 8, 4, 4, 5, 3, 3, 
    2, 7, 10, 5, 5, 5, 4, NA, NA, 4, NA, 8, 10, 3, 3, 7, 7, 7, 
    NA, 3, 5, 2, 5, 5, 8, 8, 8, 6, 10, 7, NA, 3, NA, NA, NA, 
    NA, 4, 3, 7, 7, 5, 8, 2, 7, 5, 8, 4, 4, 8, 5, 3, 5, 5, 6, 
    NA, 3, 7, 8, 3, 5, 4, 10, 10, 4, 6, 7, 4, 7, 4, 2, NA, 4, 
    4, 5, 10, 0, 5, NA, 5, 10, 3, 1, 5, 4, 8, NA, NA, 7, 0, 6, 
    5, 7, 7, 3, 7, 10, NA, 5, 4, 7, 4, 4, 10, 1, 7, 8, 6, 5, 
    8, NA, 5, 7, NA, 9, 1, 8, 5, 3, 4, 10, 10, 9, 3, NA, 0, NA, 
    NA, NA, 10, 3, 9, 8, 10, 5, NA, NA, 10, 4, 6, 3, NA, 1, 7, 
    6, 2, 2, 3, 4, 2, 0, 7, 4, 2, 7, 4, 5, 8, 4, NA, 7, 3, 3, 
    2, NA, 10, 5, 5, 5, 4, NA, NA, 4, NA, 8, 10, 3, 3, 7, 7, 
    7, NA, 3, 3, 1, 5, 5, 8, 8, 8, 6, 10, 7, NA, 3, NA, NA, NA, 
    NA, 4, 3, 7, 7, 8, 8, NA, 7, 5, 8, 4, 4, 8, 5, 5, 5, 5, 6, 
    NA, 3, 7, 8, NA, 5, 4, 10, 10, 4, 5, 7, 4, 7, 4, 2, NA, 3, 
    5, 5, 10, 0, 5, NA, NA, 10, 3, 1, 5, 6, 8, NA, NA, 7, 0, 
    6, 5, 7, 7, 3, 7, 10, NA, 5, 4, 7, 4, 4, 10, 1, 7, 7, 5, 
    5, 8, NA, 5, 7, NA, 9, 3, 8, 5, 3, 3, 10, 10, 9, 3, NA, 0, 
    NA, NA, NA, 10, 3, 9, 8, 10, 5, NA, NA, 10, 4, 6, 3, NA, 
    NA, 7, 6, 3, 2, 3, 4, 2, 0, 7, 4, 2, 7, 4, 5, 8, 4, NA, 7, 
    3, 4, 2, NA, 10, 5, 5, 6, 4, NA, NA, 4, NA, 8, 10, 1, 2, 
    7, 7, 7, NA, 3, 3, 1, 6, 5, 5, 8, 8, 6, 10, 7, NA, 3, NA, 
    NA, NA, NA, 4, 3, 7, 5, 8, 8, NA, 7, 5, 8, 6, 4, 8, 5, 5, 
    5, 5, 6, NA, 3, 5, 8, NA, 5, 4, 10, 10, 4, 3, 7, 4, 7, 4, 
    2, NA, 3, 7, NA, 10, 0, 5, NA, NA, 10, 3, 1, 5, 6, 5, NA, 
    NA, 7, 0, 7, 5, 7, 7, 3, 7, NA, NA, 5, 4, 7, 4, 5, 10, 1, 
    7, 7, 6, 5, NA, NA, 4, 7, NA, 9, 3, 8, 5, 3, 3, 10, 10, 9, 
    2, NA, 0, NA, NA, NA, 10, 3, 9, 5, NA, 5, NA, NA, NA, 0, 
    6, NA, NA, NA, 7, 6, 3, 2, 3, 4, 2, 0, 7, 4, 1, 7, 7, 5, 
    8, 4, NA, 7, 3, 4, 1, NA, 10, 5, 5, 6, 4, NA, NA, 4, NA, 
    8, 10, 0, 3, 8, 5, 7, NA, 3, 3, 2, 7, 5, 3, 8, 8, 6, 10, 
    8, NA, 4, NA, NA, NA, NA, 5, 4, 5, 5, 5, 8, NA, 7, 5, 9, 
    4, 4, 8, 4, NA, 6, 5, 6, NA, 3, 5, 4, NA, 5, 3, 10, 10, 4, 
    3, 7, 4, 7, 4, 2, NA, 3, 7, NA, NA, 0, 5, NA, NA, 10, 3, 
    1, 5, 6, 5, NA, NA, NA, 0, 7, 5, 5, NA, 3, 7, NA, NA, 5, 
    4, 7, 4, 4, 10, 4, 7, 7, 6, 6, NA, NA, 4, 7, NA, NA, 3, 8, 
    5, 3, 3, 10, 10, 9, 2, NA, 0, NA, NA, NA, 10, 3, 9, 5, NA, 
    5, NA, NA, NA, 0, 5, NA, NA, NA, 7, 6, 4, 2, 3, 4, 2, 0, 
    8, 3, 1, 5, 7, NA, 8, 4, NA, 7, 2, 4, 1, NA, 9, 5, 5, 6, 
    4, NA, NA, 4, NA, 8, 10, 0, 5, 8, 5, 7, NA, 4, 5, 4, 7, 5, 
    3, 8, 8, 6, 10, 7, NA, 4, NA, NA, NA, NA, 4, 4, 5, 5, 5, 
    8, NA, 7, 5, 9, 4, 4, 8, 3, NA, 6, 5, 6, NA, 3, 5, 4, NA, 
    5, 3, 10, 10, 4, 3, 7, 4, 7, 4, 2, NA, 3, 7, NA, NA, 0, 5, 
    NA, NA, 10, 3, 0, 4, 6, 5, NA, NA, NA, 0, 7, 5, 5, NA, 3, 
    7, NA, NA, 7, 4, 7, 4, 5, 10, 3, 7, 7, 6, 5, NA, NA, 4), 
    ef_government_tax = c(8, 4.5, 9.5, 4, 5, 5, 3.5, 6.5, 10, 
    10, 8, 6, 7.5, 1, 9, 3.5, 8.5, 10, 6.5, 9, 6, 10, 8.5, 6.5, 
    6.5, 10, 4.5, 5, 6, 5, 1, 7, 6, 4.5, 4, 4, 6.5, 2, 2, 6.5, 
    6.5, 2.5, 8, 5, 7, 8, 7, 5, 5, 2.5, 3.5, 3.5, 8, 10, 5, 7, 
    2.5, 9.5, 4, 6.5, 6.5, 8, 9, 10, 7, 3.5, 8, 7.5, 10, 9, 4.5, 
    5, 3.5, 7, 3, 7.5, 9, 8, 5.5, 10, 8.5, 9, 6.5, 9, 8, 8, 9.5, 
    7, 4.5, 8.5, 8.5, 6, 9, 3, 7, 6, 9, 8, 7, 9, 7, 4, 6, 9, 
    6, 7, 3, 7, 6, 5, 7, 4.5, 10, 8, 6.5, 5, 8.5, 5.5, 7, 4, 
    2.5, 10, 7, 7.5, 6.5, 10, 5, 7.5, 10, 5.5, 10, 5.5, 2, 4, 
    5, 8.5, 8.5, 5, 7, 1, 7, 7, 6, 8.5, 6, 7, 10, 7, 7, 4.5, 
    7, 4, 8.5, 10, 4, 5, 8, 6, 6, 9, 5.5, 4, 8, 4.5, 9.5, 4, 
    5, 5, 3.5, 6.5, 10, 10, 9, 6, NA, 1, 9, 3.5, 8.5, 10, 6.5, 
    9, 6, 10, 8.5, 6.5, 6.5, 10, 4.5, 4, 6, 3, 1, 7, 6, 4.5, 
    4, 3, 6.5, 2, 2, 6.5, 6.5, 2.5, 8, 5.5, 7, 8, 7, 5, 5, 2.5, 
    3.5, 3.5, 8, 10, 5, 7, 2.5, 9.5, 4, 8.5, 6, 8, 9, 10, 6.5, 
    3.5, 8, 7.5, 10, NA, 4.5, 5, 3.5, 7, 3, 7.5, 9, 8, 5.5, 10, 
    8.5, 9, 6.5, 9, 8, 8, 9.5, 7, 4.5, 8.5, 8.5, 6, 9, 3, 7, 
    5, 9, 8, 7, 9, 7, 4, 6, 9, 6, 7, 3, 7, 6, 5, 7, 4.5, 10, 
    8, 6.5, 5, 8.5, 5.5, 7, 5.5, 2.5, 10, 7, 7.5, 6.5, 10, 5, 
    7.5, 10, 6.5, 10, 5.5, 2, 4, 4, 8.5, NA, 5, 7, 1, 7, 7, 6, 
    8.5, 6, 7, 10, 7, 7, 5.5, 7, 4, 6.5, 10, 4, 5, 8, 7, 6, 9, 
    5.5, 4, 8, 4.5, 9.5, 4, 5, 5, 3.5, 6.5, 10, 10, 9, 6, NA, 
    1, 9, 3.5, 8.5, 10, 6.5, 9, 6, 10, 8.5, 6.5, 6.5, 10, 4.5, 
    6, 5, 3, 1, 7, 6, 4.5, 4, 3, 6.5, 2, 2, 6.5, 6.5, 2.5, 8, 
    5.5, 6.5, 8, 6.5, 5, 5, 3.5, 3.5, 3.5, 8, 10, 5, 7, 2.5, 
    9.5, 4, 8.5, 6, 8, 9, 10, 6.5, 3.5, 8, 7.5, 7, NA, 4, 5, 
    2.5, 7, 4, 9, 9, 8, 5.5, 10, 8.5, 9, 6.5, 9, 8, 8, 9.5, 7, 
    5.5, 8.5, 8.5, 6, 8, 3, 7, 5, 9, 8, 7, 9, 6.5, 4, 6, 9, 7, 
    7, 3, 7, 8, 5, 7, 5.5, 10, 8, 6.5, 5, 8.5, 6, 7, 5.5, 2.5, 
    10, 7, 7, 6.5, 10, 5, 7.5, 10, 6.5, 10, 5.5, 2, 5.5, 4, 8.5, 
    NA, 5, 7, 1, 7, 7, 7, 8.5, 6, 8, 10, 7, 7, 5.5, 7, 4, 7, 
    10, 4, 5, 8, 7, 6, 9, 5.5, 4, 8.5, 4.5, 9.5, 4, 6, 5.5, 3.5, 
    6.5, 10, 10, 9, 6, NA, 1, 9, 3.5, 9, 10, 6.5, 9, 6, 10, 8.5, 
    6, 6.5, 10, 4.5, 6, 5, 7, 1, 7, 6, 5, 4, 3, 6.5, 2, 2, 6.5, 
    7, 2.5, 8, 5.5, 7, 8, 6.5, 5, 5, 3.5, 3.5, 3.5, 8, 10, 5, 
    7, 3.5, 9.5, 4, 8.5, 5.5, 8, 8.5, 10, 6.5, 3.5, 8, 7.5, 7, 
    NA, 4, 5, 3.5, 7, 4, 9, 9, 8, 6, 10, 8.5, NA, 6.5, 9, 7, 
    NA, 9.5, 7, 5.5, 8.5, 8.5, 6, 8, 3.5, 7, 5, 9, 6, 7, 9, 7.5, 
    3.5, 6, 8, 7, 7, 3, 7, 8, 5, 7, 5.5, 10, 10, 6.5, 5, 8.5, 
    6, 7, 5.5, 2.5, 10, 7, 7, 6.5, 10, 5, 7.5, 10, 6.5, 10, 5.5, 
    2, 5.5, 4, 8.5, NA, 5, 7, 1, 7, 7, 7, 8.5, 5.5, 8, 10, 7, 
    7, 5.5, 7, 4, 7, 10, 4, 5, 8, 6, 6, 9, 5.5, 5, 8.5, 4.5, 
    9.5, 4, 8, 5.5, 3.5, 6, 10, 10, 9, 5, NA, 1, 9, 3.5, NA, 
    10, 6.5, 9, 8, 10, 8.5, 4, 1, 10, 4.5, 6, 5, 5, 1, 7, 6, 
    5, 2.5, 3, 6.5, 2.5, 2, 6.5, 7, 2.5, 8, 5.5, 9, 8, 6.5, 5.5, 
    5, 3.5, 4, 3.5, 7, 10, 5, 7, 5, 5.5, NA, 10, 5.5, 8, 8.5, 
    10, 6.5, 3.5, 7.5, 7.5, 7, NA, 4, 5, 3.5, 7, 5, 9, 9, 8, 
    6, 10, 8.5, NA, 6, 9, 7, NA, NA, 7, 3.5, 8.5, 8, 6.5, 8, 
    3.5, 7, 5, 9, 6, 7, 9, 7.5, 4, 6, 6.5, 6, 5, 3, 7, 8, 5, 
    7, 5.5, 10, 10, 6.5, 6, 8.5, 6, 7, 5.5, 3.5, 10, 7, 7, 6.5, 
    10, 0, 7.5, NA, 6.5, 10, 6.5, 2.5, 5.5, 4, 8.5, NA, 5, 7, 
    1, 7, 7, 7, 8.5, 5.5, 7, 10, 4, 7, 5.5, 7, 6, 7, 10, 3, 7.5, 
    8.5, 7, 6, 9, 9, 5, 8.5, 7, 9.5, 4, 9, 5.5, 3.5, 6, 10, 10, 
    9, 5, NA, 1, 9, 7, NA, 10, 6.5, 9, 8, 10, 7.5, 4, 1, 10, 
    4.5, 6, 5, 5, 1, 7, 6, 4.5, 2.5, 3.5, 6.5, 2.5, 2, 7, 7, 
    2.5, 8, 5.5, 7.5, 8, 6.5, 7, 7, 3.5, 4, 3.5, 7, 10, 5, 7, 
    5, 5.5, NA, 10, 5.5, 8, 8.5, 10, 6.5, 3.5, 7, 7.5, 7, NA, 
    4, 4.5, 3, 7, 5, 9, 9, 8, 6, 10, 8.5, NA, 6, 10, 7, NA, NA, 
    7, 3.5, 8.5, 8, 8, 8, 5, 7, 5, 9, 6, 7, 9, 7.5, 5, 6, 5, 
    6, 5, 3, 7, 8, 7, 7, 5.5, 10, 10, 6.5, 5, 8.5, 6, 7, 5.5, 
    3.5, 10, 6.5, 7.5, 6.5, 10, 0, 7.5, NA, 8, 10, 6.5, 2.5, 
    5.5, 6, 8.5, NA, 5, 7, 1, 7, 7, 7, 8.5, 5.5, 7, 10, 4, 7, 
    5.5, 7, 6, 7, 10, 3, 7.5, 8, 6, 5, 9, 8, 5, 8.5, NA, 9.5, 
    5, 9, 5.5, 3.5, 5, 10, 10, 9, 5, NA, 1, NA, 7, NA, 10, 6.5, 
    9, 8, 10, 7.5, NA, NA, 10, 4.5, 6, 5, 5, NA, 7, 6, 5, 2.5, 
    3.5, 6.5, 2.5, 1.5, 7.5, 7, 2.5, 8, 5.5, 7.5, 8, 6.5, 7, 
    7, 3.5, 5, 3.5, NA, 10, 5, 7, 6, 5.5, NA, NA, 5.5, 8, 8.5, 
    10, 4, 3, 7, 7.5, 7, NA, 4, 4, 3, 7, 5, 7.5, 9, 8, 6, 10, 
    8.5, NA, 5.5, 10, NA, NA, NA, 7, 4, 8.5, 7, 8, 8, NA, 7, 
    5, 9, 7.5, 7, 9, 7.5, 5, 6, 5, 6, NA, 3, 5, 8, NA, 7, 5.5, 
    10, 10, 6, 4, 8.5, 6, 7, 5.5, 3.5, 10, 6.5, 8.5, NA, 10, 
    0, 7.5, NA, NA, 10, 6.5, 2.5, 5.5, 6, 6, NA, NA, 7, 1, 8, 
    7, 7, 8.5, 5.5, 7, NA, NA, 7, 5.5, 7, 6, 7.5, 10, 3, 7, 8, 
    7, 5, NA, 8, 4.5, 8.5, NA, 9.5, 5, 9, 5.5, 3.5, 5, 10, 10, 
    9, 3.5, NA, 1, NA, 7, NA, 10, 6.5, 9, 6.5, NA, 7.5, NA, NA, 
    NA, 0.5, 6, NA, 5, NA, 7, 6, 5, 2.5, 3.5, 6.5, 2.5, 1.5, 
    7.5, 7, 1.5, 8, 8, 7.5, 8, 6.5, 7, 7, 3.5, 5, 1, NA, 10, 
    5, 7, 6, 5.5, NA, NA, 5.5, 8, 8.5, 10, 2.5, 4, 8, 6.5, 7, 
    NA, 4, 4, 3.5, 8, 5, 5, 9, 8, 6, 10, 9, NA, 6.5, NA, NA, 
    NA, NA, 7.5, 5, 7.5, 7, 5, 8, NA, 7, 5, 9.5, 6, 7, 9, 7, 
    4, 6.5, 5, 6, NA, 3, 5, 6, NA, 7, 4.5, 10, 10, 6, 4, 8.5, 
    6, 7, 5.5, 3.5, NA, 6.5, 8.5, NA, NA, 0, 7.5, NA, NA, 10, 
    6.5, 2.5, 5.5, 6, 6, NA, NA, NA, 1, 8, 7, 6, NA, 5.5, 7, 
    NA, NA, 7, 5.5, 7, 6, 7, 10, 5, 7, 8, 7, 6, NA, 8, 4.5, 8.5, 
    NA, NA, 5, 9, 5.5, 3.5, 5, 10, 10, 9, 3.5, NA, 1, NA, 7, 
    NA, 10, 6.5, 9, 6.5, NA, 7.5, NA, NA, NA, 0.5, 5, NA, 5, 
    NA, 7, 6, 5.5, 2.5, 3.5, 6.5, 2.5, 1.5, 8, 6.5, 1.5, 6.5, 
    8, 10, 8, 6.5, 7, 7, 3, 5, 1, NA, 9, 5, 7, 6, 5.5, NA, NA, 
    5.5, 8, 8.5, 10, 2.5, 6, 8, 6, 7, NA, 4.5, 5, 4.5, 8, 5, 
    5, 9, 8, 6, 10, 8.5, NA, 6.5, NA, NA, NA, NA, 6.5, 5, 7.5, 
    7, 5, 8, NA, 7, 5, 9.5, 6, 7, 9, 7, 4, 6.5, 5, 6, NA, 3, 
    5, 6, NA, 7, 4.5, 10, 10, 6, 4, 8.5, 6, 7, 5.5, 3.5, NA, 
    6.5, 8.5, NA, NA, 0, 7.5, NA, NA, 10, 6.5, 2, 4.5, 6, 6, 
    NA, NA, NA, 1, 8, 7.5, 6, NA, 5.5, 7, NA, NA, 8, 5.5, 7, 
    6, 7.5, 10, 3.5, 7, 8, 7, 5.5, NA, 8, 4.5), ef_government = c(7.9355638089999996, 
    3.6167822539999999, 6.4966848260000001, 5.3460561350000004, 
    7.0033095359999997, 6.544178144, 5.0862949239999997, 5.1754490129999997, 
    8.2814493939999991, 8.3174849080000008, 8.5451181770000009, 
    6.3833591539999999, 6.7614461449999999, 3.8753980370000001, 
    7.0159758290000003, 6.1825745410000001, 7.4616196940000004, 
    6.1628045360000003, 5.3586300849999997, 6.7020375860000003, 
    5.1252700669999998, 5, 7.0233926359999996, 5.4054616040000001, 
    6.115441176, 7.8978669669999997, 7.1116279799999997, 6.0240613090000004, 
    5.1207604849999999, 7.0707592540000004, 7.7295640329999999, 
    7.8802633850000001, 5.0390106589999997, 6.8593182150000001, 
    7.1317198270000004, 5.8333773410000003, 7.6091548339999999, 
    5.8233856639999999, 4.6838875399999997, 7.3139814200000002, 
    5.7700910969999999, 4.1341494509999999, 7.8331638549999996, 
    5.6669378110000004, 6.0668365160000004, 8.4290516990000004, 
    5.8837238579999998, 6.5712691899999998, 5.9892070720000001, 
    4.1510799240000003, 4.2200579429999996, 6.2449631349999999, 
    7.4757598649999997, 7.5338721800000004, 5.4808711529999998, 
    7.0196946630000001, 4.379450297, 9.5284850100000007, 6.5462140099999999, 
    4.7107843139999996, 5.9245098040000004, 8.4306940210000008, 
    8.5323529409999992, 8.5884547280000003, 4.8904970790000002, 
    5.4512347370000001, 7.7194428479999999, 7.81093993, 6.8759516749999996, 
    5.2481900780000004, 6.3121109860000004, 6.2523821110000002, 
    5.4478740400000003, 7.4304736550000001, 4.5352677239999997, 
    7.5868592010000002, 7.5135788689999998, 7.8211947549999996, 
    6.8264294720000001, 6.2373180599999998, 7.0792763440000002, 
    7.8401127280000003, 6.6532931050000004, 8.6685068080000001, 
    4.8821198710000004, 7.3641133740000004, 4.75, 7.233303802, 
    4.1693561560000001, 6.2783136229999998, 7.7018392369999997, 
    6.0581526419999996, 6.8628380699999996, 4.943583748, 5.9173529570000003, 
    5.3294117649999997, 7.5102132529999999, 7.9157617409999999, 
    6.4993867359999999, 7.9996487089999997, 6.9264705879999999, 
    5.9308762550000003, 6.1151077640000002, 6.2970588239999996, 
    5.2847152849999999, 7.9166917090000002, 3.9331389329999999, 
    6.4768542050000004, 7.990441176, 6.8443680880000004, 7.0861829419999998, 
    4.4951325200000003, 4.5337149160000001, 7.8364370680000004, 
    7.363229284, 6.2970121470000002, 8.1846188640000008, 6.9796356399999997, 
    8.4988419620000002, 5.624382422, 5.6599467929999996, 6.5378826620000003, 
    6.8336392750000003, 6.7124711589999997, 5.7169954470000004, 
    5.3499999999999996, 6.8305354349999998, 6.4083540299999999, 
    6.3268469700000001, 7.0176470589999997, 7.9194257830000003, 
    5.5898305820000003, 4.7767749159999999, 6.04383421, 6.0195369029999997, 
    8.2610611800000004, 9.4411764710000003, 7.10869573, 5.4673766710000002, 
    3.6206029279999998, 7.4255663399999996, 6.1966702280000003, 
    7.2061253179999998, 6.526173139, 7.3147627359999996, 6.6426456849999997, 
    6.1192892759999999, 6.7199038199999999, 5.5952940289999997, 
    5.8057292040000004, 6.5764299670000002, 8.2874999999999996, 
    7.0858545619999997, 6.7226025869999999, 5.6643864730000004, 
    6.4263336820000001, 6.8395546950000004, 4.6897840200000003, 
    7.6073529410000003, 7.6337754609999999, 6.0647058820000002, 
    6.146323529, 7.9237991030000003, 3.4822234299999999, 6.1555083560000003, 
    5.3335561350000003, 7.0709565950000002, 6.5934428499999997, 
    5.0737949240000004, 5.1901548960000001, 8.3020376290000009, 
    6.7673979319999997, 8.8620299419999995, 6.4040001919999998, 
    NA, 3.8540745080000001, 7.0004620519999996, 5.7972804240000002, 
    7.7866196939999996, 6.168686889, 5.3351006730000003, 5.8983611160000002, 
    5.1524759500000004, 5, 7.0197161660000003, 5.5625, 6.1176470590000003, 
    7.8861022609999996, 7.3697162150000004, 5.7549436619999996, 
    5.1327318750000002, 6.5641416069999998, 6.938387562, 7.899381032, 
    5.0603341879999997, 6.8446123329999997, 7.0846610029999999, 
    4.6186714579999997, 7.5981254229999999, 5.7822091929999999, 
    4.6838875399999997, 7.2683931849999999, 5.2450910970000004, 
    4.1084141570000003, 7.8500756190000001, 5.8257613399999997, 
    6.0344835750000003, 8.4525811110000006, 5.8932826809999996, 
    6.6220044839999996, 6.1899423660000004, 4.1275505130000001, 
    4.1943226490000001, 6.2684925470000001, 7.4757598649999997, 
    7.6353427690000002, 5.5110182119999997, 6.966753486, 3.8875385320000002, 
    9.4865732450000007, 6.3980392159999999, 5.2274509800000004, 
    6.8725490200000001, 7.6674587269999996, 9.0345588239999994, 
    8.6156606100000008, 4.7654970790000002, 5.440940619, 7.823854613, 
    7.7727046360000003, 7.4568340280000003, NA, 6.3341698099999997, 
    6.2303232880000001, 5.4383152170000004, 7.4650324790000004, 
    4.55953243, 7.3816091789999998, 7.5201965160000004, 7.7697241669999997, 
    6.8587824140000002, 6.2101121770000001, 7.1358939909999997, 
    8.484856186, 6.3929989870000004, 8.7832126899999992, 4.8365316350000001, 
    8.4884256760000003, 4.75, 7.1810979189999999, 4.167885568, 
    6.2643430340000004, 8.1606627659999997, 6.1830820510000004, 
    6.7981321870000002, 4.9399072779999997, 5.8651470750000003, 
    5.1656862749999997, 7.5565367830000003, 7.3753646420000001, 
    6.4295337950000002, 8.2275898860000005, 4.9764705879999998, 
    5.9301409610000002, 6.112901881, 6.2970588239999996, 5.6589799909999998, 
    8.1295036990000007, 3.9066683449999999, 6.4572084790000002, 
    8.0345588239999994, 6.1811327939999998, 7.1411381399999998, 
    4.4693972259999999, 4.5337149160000001, 7.8607017739999998, 
    7.4088175190000003, 5.9715047610000003, 8.1265306289999995, 
    7.244341522, 8.5367627020000008, 5.73835301, 5.6584762040000003, 
    6.5378826620000003, 6.8733451580000002, 6.7830593940000004, 
    5.7868483880000001, 5, 6.8261236700000003, 6.4267363829999997, 
    6.7341999110000001, 7.3970588240000001, 8.0069257829999998, 
    5.0949776399999998, 4.5436866809999996, 6.0607459749999997, 
    5.7349780800000003, 8.2515023559999996, NA, 6.3292839650000001, 
    5.5460531419999999, 3.6654558690000001, 7.4226251630000002, 
    6.1972275320000003, 7.224591599, 6.1989601700000003, 7.3286890509999996, 
    6.6544103909999999, 6.1192892759999999, 6.0926979379999997, 
    5.3238672239999998, 6.0807292039999998, 6.6631946729999996, 
    7.6477941180000002, 6.6498251509999999, 6.7299555279999996, 
    5.6393864730000001, 6.4020689759999998, 6.8983782250000001, 
    4.9397840200000003, 7.6294117650000004, 7.0712754609999999, 
    6.155882353, 6.9000000000000004, 7.896024691, 3.4616351949999999, 
    5.399068003, 4.944063721, 7.7184684790000002, 6.5660946090000003, 
    5.1196248320000004, 5.1379490130000001, 8.1882342349999995, 
    6.8042496139999997, 8.8564891370000005, 6.3679707800000003, 
    NA, 3.9097365399999999, 7.0423738169999996, 5.3641921879999996, 
    7.7498549880000001, 6.2576574770000004, 5.2696875710000004, 
    5.7902728799999998, 5.2782251609999999, 5, 6.9970730860000003, 
    5.6110294119999997, 5.9860294119999997, 7.8645807950000002, 
    7.3564809210000002, 6.8775306619999999, 4.8821124329999996, 
    7.3156121949999999, 6.0567699150000003, 7.9445476050000003, 
    5.0838635999999999, 6.7017510429999998, 6.0353962970000001, 
    4.3480832229999997, 7.6173051850000002, 5.7206739850000003, 
    4.686828717, 7.2159024650000001, 5.2173811419999998, 4.0820371509999998, 
    7.8347589290000004, 5.2794378110000002, 5.7190884139999998, 
    8.4726978039999992, 5.9142156679999998, 6.1117103659999996, 
    6.3061188369999996, 4.4580175820000001, 4.192064126, 5.5552572529999997, 
    7.563259865, 7.7533339229999996, 5.5521160959999998, 7.03881231, 
    3.945324319, 9.4608379510000002, 6.3990196079999997, 5.1519607839999999, 
    5.4735294120000004, 7.2770175510000001, 9.0147058819999994, 
    8.6281606100000001, 5.3174994160000004, 5.4305347499999996, 
    7.761354613, 7.7272375010000003, 7.1038928510000003, NA, 
    5.9098721750000003, 6.300201822, 5.1198264250000003, 7.431249695, 
    4.8426206650000001, 8.1977856500000001, 7.5134876300000002, 
    7.8237373679999997, 6.9402625220000003, 6.1949494630000004, 
    7.5524088190000001, 8.4807372230000002, 6.6449419179999998, 
    8.6516559629999996, 4.8718257530000004, 8.4521511660000002, 
    4.75, 7.2327643970000004, 4.7231661989999996, 6.2569900929999998, 
    8.4613980610000006, 6.7782723059999999, 6.6267323830000002, 
    4.9705882350000001, 5.8246721700000004, 5.0970588240000003, 
    7.5624191359999999, 7.4039649780000003, 6.4968635570000002, 
    8.2239134150000002, 6.1813725489999998, 5.9411703730000003, 
    6.216578352, 5.8117647059999999, 6.1115071140000001, 7.9335831590000003, 
    3.8548965000000002, 6.4256763289999999, 8.5500000000000007, 
    6.2826033819999996, 7.049961669, 5.0815006130000002, 4.5337149160000001, 
    7.8776135380000003, 7.5029351660000003, 5.387927178, 8.2156307930000008, 
    7.3859425410000004, 8.5510799009999996, 5.7319116919999997, 
    5.5826168300000001, 6.5378826620000003, 7.0154607349999996, 
    6.4959562719999999, 5.7361181490000002, 5, 7.1391436500000003, 
    6.8237952059999998, 7.2926564569999996, 7.5794117649999997, 
    8.0966316660000004, 5.5988299320000001, 4.262028624, 6.4682905880000003, 
    5.6901086799999998, 8.360659557, NA, 5.8961957299999996, 
    5.6688472599999997, 3.6560584789999999, 7.4138016340000004, 
    6.1987481300000002, 7.4303980059999999, 6.4217542879999998, 
    7.3767200869999998, 7.1616701110000003, 6.5381030539999996, 
    6.7059332319999996, 5.2275436940000004, 6.0917586149999998, 
    6.5930407449999997, 7.6639705879999998, 6.6128354639999998, 
    6.7922981670000002, 5.5861917109999997, 6.4075710910000003, 
    7.0600633410000002, 4.9397840200000003, 7.604411765, 8.2918636960000001, 
    6.2147058819999996, 6.7426470590000003, 7.8033581879999998, 
    3.4028116650000002, 5.2708294020000004, 5.1719843360000004, 
    8.0546422700000004, 6.7216660250000002, 5.1297690009999997, 
    5.0335168240000003, 8.1036765299999995, 6.7863173630000002, 
    8.8513047690000004, 6.3113531329999999, NA, 3.9388288280000001, 
    7.0830609640000004, 6.3340451299999998, 7.4688506060000002, 
    6.2753045360000002, 5.362286729, 6.7615964100000001, 5.3838742890000004, 
    5, 6.9853609600000004, 5.0661764710000003, 5.9117647059999996, 
    7.8720602360000003, 7.0954515100000002, 6.2602287319999999, 
    4.792010887, 8.3560533719999999, 5.9575052089999998, 8.0284276689999992, 
    5.0426871289999999, 6.3998499750000004, 5.9523080620000002, 
    4.4672008700000001, 7.5911836450000001, 5.6640041060000001, 
    4.7323901729999998, 7.0623619379999996, 5.8145694450000001, 
    3.8097704979999998, 7.9187861100000001, 5.3198789870000001, 
    6.3525535599999996, 8.4176040039999993, 5.9720128619999997, 
    6.710239778, 6.9178835430000003, 4.3890375769999999, 4.2585794149999998, 
    4.9942278409999998, 7.573553983, 7.6030066290000002, 5.5780692170000004, 
    7.2329299569999996, 4.6744779799999998, 9.4917203039999993, 
    6.4019607839999999, 6.1872549020000003, 4.0715686270000004, 
    6.8137822569999997, 8.3161764710000003, 8.8258492670000006, 
    5.4871008750000003, 5.4209550450000004, 7.8290016710000003, 
    7.7288377490000002, 7.1994810869999997, NA, 5.7376208760000003, 
    6.3381258840000001, 5.3287415669999998, 7.6409661790000003, 
    4.7470948870000003, 8.2992562379999999, 7.6116741389999998, 
    7.8227657380000002, 6.566706967, 6.2748263419999999, 7.844296291, 
    NA, 6.679061548, 8.5626991869999998, 4.9247669289999996, 
    NA, 4.75, 7.2009121309999999, 4.5591597970000004, 6.2628724460000003, 
    8.8025424749999992, 5.9520434709999996, 6.5420450670000001, 
    5.9868002310000001, 5.7773393249999998, 5.3980392159999999, 
    7.8438569810000001, 6.719285943, 6.5008517750000001, 8.1695016500000008, 
    6.8333333329999997, 5.874993903, 6.3886371750000004, 5.860784314, 
    6.125999599, 8.2165909330000009, 3.8343617349999999, 6.4393805259999999, 
    8.5816176469999998, 6.4473092640000003, 7.0006969630000002, 
    5.0238023979999999, 4.5337149160000001, 8.3436774420000006, 
    6.9845528129999996, 6.3028266019999997, 8.2271069459999993, 
    7.4618520669999997, 8.5284901430000009, 5.6562282780000004, 
    5.4084175129999998, 6.5378826620000003, 7.015163813, 6.54683496, 
    5.6872971689999998, 5, 7.2058823529999998, 6.8237595430000004, 
    6.659706066, 7.5161764709999996, 8.092219901, 6.1505430409999997, 
    4.4085272460000002, 7.0191288009999999, 5.7067279620000004, 
    8.3965999579999995, NA, 5.8961957299999996, 6.2379649070000003, 
    3.3973436960000001, 7.3672988650000004, 6.1948987320000004, 
    7.1673749449999997, 6.633518993, 7.1472218659999998, 7.1717460099999997, 
    6.292104996, 6.6037273489999997, 5.4223966360000002, 6.0844056740000001, 
    6.583131785, 8.2083163549999991, 6.4733727610000003, 6.784645823, 
    6.0373300920000004, 6.3721902459999997, 7.1574797820000002, 
    4.7089842180000003, 7.6176470590000003, 7.9808342840000002, 
    6.4249999999999998, 6.6220588239999998, 8.0646773419999995, 
    3.1748704889999999, 4.9206537319999999, 5.2365897659999998, 
    8.6222893289999991, 6.6743631819999996, 5.2495658939999998, 
    4.9497754460000003, 8.1412987900000005, 6.7372415449999998, 
    8.8432896640000003, 6.2311955279999998, NA, 3.9238120219999999, 
    7.5616019860000003, 5.2160809170000002, NA, 6.2900104179999996, 
    5.2772315780000003, 6.7910081739999999, 5.8140502180000002, 
    5, 6.9850155669999996, 5.0955882350000001, 4.2384430609999999, 
    7.8470958020000001, 7.104275039, 6.1739819090000001, 5.4771330819999999, 
    5.9979651360000004, 5.5089757969999997, 8.0029386460000005, 
    5.0463636000000003, 6.5564869879999996, 5.6905433560000001, 
    4.0333773409999996, 7.6155862870000002, 5.1386717769999999, 
    4.8396961579999997, 6.9228670010000002, 5.7536358490000001, 
    3.7863354629999999, 7.9117525400000002, 5.8904672219999998, 
    6.9612549279999998, 8.4233613500000004, 5.9092000640000002, 
    6.835239778, 6.6490824079999999, 4.4355050970000001, 4.2203568020000004, 
    4.8956984290000003, 6.3184069239999996, 7.1147752369999999, 
    5.382417276, 6.5564593679999996, 5.1019716129999999, 8.4632606240000001, 
    NA, 7.4147058819999998, 4.7509803919999998, 6.838046963, 
    8.8088235289999997, 8.8909991420000001, 5.720404147, 5.3171600359999998, 
    7.6895519840000004, 7.7166565350000003, 7.2149222630000001, 
    NA, 5.6053645230000004, 6.435458283, 5.4036976430000001, 
    7.6168743689999996, 5.7687645849999996, 8.1577674330000001, 
    7.4698744799999997, 7.8015117309999997, 6.5568416410000001, 
    6.2531036059999998, 7.7103767740000002, NA, 6.5011140080000001, 
    8.5452401120000001, 4.9054230219999999, NA, NA, 7.1079819530000004, 
    4.0279458100000003, 6.7231665639999996, 9.2128930400000009, 
    6.4952664200000001, 5.9587718079999998, 6.9666442120000003, 
    5.7553046720000003, 5.3833333330000004, 7.945287875, 6.7736416090000002, 
    6.4844331940000002, 7.7944348830000001, 6.9019607839999999, 
    5.9151314819999996, 6.5754018810000003, 5.0647058820000002, 
    7.1146926700000002, 7.3929190900000004, 3.5860456869999999, 
    6.3473947009999998, 8.5830635900000001, 6.9598092640000004, 
    6.7150826820000002, 5.062903961, 4.6126654220000001, 8.4188662149999995, 
    7.374258695, 7.3343128970000002, 8.3140951790000006, 7.5936863450000001, 
    8.5934444620000008, 5.7930377650000002, 5.1693881199999998, 
    6.5378826620000003, 6.8987712390000002, 6.6244070859999997, 
    5.5160915250000002, 5, 5.5808823529999998, 6.2385010889999997, 
    NA, 7.3253801520000001, 8.1735903289999996, 6.4239135889999996, 
    4.6394510289999999, 6.5440097110000002, 5.6796959449999997, 
    8.3682717800000006, NA, 5.8961957299999996, 6.7857590239999999, 
    3.4015589020000001, 7.360948939, 6.0183767000000001, 7.1122510849999996, 
    6.7879307579999999, 6.9852941179999997, 7.0572329570000001, 
    6.2016591119999998, 6.3823529409999997, 5.5084260470000004, 
    6.2723774130000001, 6.8763767810000003, 8.7706642670000008, 
    6.6641777659999999, 7.0511086729999999, 5.3513634569999997, 
    6.9568401509999998, 7.3720147459999996, 4.8772840200000003, 
    7.6470588240000001, 6.9131872249999997, 7.3375000000000004, 
    7.177941176, 7.7204159319999999, 3.7116351949999999, 4.9644802339999998, 
    5.4291271969999997, 8.7286744669999994, 6.699871774, 5.2636016000000003, 
    4.9625546180000004, 8.1537305660000001, 6.8401827219999998, 
    9.0663968579999992, 6.0992796599999997, NA, 3.9262301650000002, 
    7.5379849739999996, 6.2063311429999999, NA, 6.2973633600000003, 
    5.285816509, 6.2321846450000002, 6.7530886470000002, 5, 7.1417895500000004, 
    5.0458807500000002, 3.8065938990000001, 7.8786684559999998, 
    7.1072162150000002, 6.203438051, 6.3463891769999998, 5.9865242829999996, 
    5.8994169740000002, 7.9961932999999998, 5.0470988940000003, 
    7.2003125499999996, 5.6618668860000003, 4.6391733840000002, 
    7.8278770639999999, 6.4366665330000004, 4.7813551849999998, 
    6.9994929130000001, 5.2531054660000001, 4.034841321, 7.9975373010000004, 
    5.934584869, 6.5226028429999996, 8.408358711, 6.0932703310000003, 
    5.9350016029999999, 7.4233311520000003, 4.5216180479999997, 
    4.438010899, 4.9383454880000004, 6.2404657480000001, 6.7639822919999997, 
    5.4867864669999999, 7.2844005449999996, 5.4023280969999998, 
    7.9961732650000004, NA, 6.6186274510000001, 4.8588235290000004, 
    7.4468704920000004, 8.7794117650000008, 8.9308177529999995, 
    5.64081397, 5.22770476, 7.5320010110000002, 7.7867005929999999, 
    6.8274222629999999, NA, 5.2086472190000004, 6.3682208869999997, 
    5.3018151949999996, 7.702500401, 5.2622255170000001, 7.597060827, 
    7.8144614519999998, 7.7623537430000003, 6.8380790190000003, 
    6.3287034279999999, 7.6705040870000003, NA, 5.7448589520000004, 
    9.1273661639999997, 4.9995477670000001, NA, NA, 6.9676390450000003, 
    3.9382673509999999, 6.3310583390000001, 8.4360703969999999, 
    6.8071069599999996, 6.0091360790000001, 6.077389084, 5.82701154, 
    5.4323529410000004, 7.920135438, 6.6667334509999998, 6.7166092319999997, 
    7.8819742750000001, 6.3823529409999997, 6.5614481490000003, 
    6.216311975, 6.0539215689999999, 6.7573397279999998, 7.5578177589999997, 
    3.639986376, 6.2896327400000001, 8.5783038149999999, 8.4524563229999998, 
    6.7622654979999997, 5.0732689530000004, 4.6300128230000004, 
    8.5001202120000006, 6.5286704599999998, 7.4922543680000002, 
    7.9448829940000003, 7.558899663, 8.6207925949999993, 5.4643702809999999, 
    5.0848853979999999, 6.4531335150000002, 6.4862317679999997, 
    6.7775845490000002, 6.1236225449999999, 5.0588235289999997, 
    5.6617647059999996, 6.3765066519999998, NA, 7.6445984930000002, 
    8.4117647059999996, 6.4304175350000001, 4.4938091040000003, 
    7.0709328420000004, 5.6516348770000002, 8.3360474440000001, 
    NA, 5.6683082220000003, 6.7191304340000002, 3.748188812, 
    7.3659723059999997, 6.0050909529999998, 7.1580870609999998, 
    6.4180778170000004, 7.1036864880000001, 7.0202877060000004, 
    7.0003545159999998, 6.1985294120000001, 5.4462494220000002, 
    6.4021157239999997, 6.9616865680000002, 8.4376823210000005, 
    6.8256932199999998, 7.1780934439999999, 5.3526186090000003, 
    6.5759496710000001, 7.3444061549999997, 4.6125781379999999, 
    7.0294117649999999, 7.2729864559999999, 8.0500000000000007, 
    6.8765246830000004, 7.743789069, 3.3771505899999998, 5.3436266410000002, 
    5.8135842630000001, 8.1917274399999993, 6.665659561, 4.8981647700000002, 
    4.3449339079999998, 8.1323489339999995, 7.0436327939999996, 
    9.0895375860000005, 5.9464497520000004, NA, 3.9900364640000001, 
    6.9842718399999999, 6.2276466580000003, NA, 6.3142751239999999, 
    5.5344085590000001, 5.5483611159999997, 6.9916560299999997, 
    5, 6.4581844049999999, 4.81880109, 4.4086178650000001, 7.882188652, 
    7.4314809210000004, 5.9177752850000003, 5.4154191379999999, 
    6.493620773, 8.1256932200000005, 7.9095047279999999, 4.5588635999999996, 
    7.1577616610000003, 5.5177492389999996, 5.1698401189999998, 
    7.851228162, 6.3514786020000003, 4.6528850779999997, 7.2018692900000003, 
    5.2096008979999997, 3.7298325050000001, 7.9341481009999999, 
    6.1279672219999997, 6.5789589680000002, 8.4619770800000005, 
    5.9369069559999996, 5.8689333230000003, 7.5062209490000003, 
    4.4845347809999998, 4.6580702040000004, 5.0214337230000003, 
    7.4284641340000004, 6.5899393210000001, 5.457487177, 7.2952957200000004, 
    5.7188251320000001, 7.7479143290000003, NA, 3.8250000000000002, 
    4.25, 7.4674587270000004, 8.2102941180000002, 8.8832485170000002, 
    4.9400524920000004, 4.8265827860000003, 7.1834908640000004, 
    7.8955421540000001, 6.6752163810000003, NA, 4.9199030290000003, 
    6.1680637919999999, 5.2348252930000001, 7.6228021320000003, 
    5.3026206120000001, 7.3450232409999998, 7.8411744670000001, 
    7.7488139120000001, 6.8513583909999998, 6.1799978419999997, 
    7.3647219110000002, NA, 5.3959568840000003, 9.2203738580000003, 
    4.8459407890000001, NA, NA, 6.7946004970000002, 4.0273681679999997, 
    5.8226908809999998, 8.9691176469999991, 7.2284852639999997, 
    6.1282557300000002, 6.4382352940000001, 5.8000981730000003, 
    6.2431372549999997, 7.885328178, 6.8291573169999999, 6.5550889569999997, 
    8.0859172140000002, 6.2450980390000002, 6.5016248599999997, 
    5.192947588, 5.3460784309999996, 7.068493921, 8.3398007159999992, 
    3.3603782660000001, 5.7053316440000001, 8.2981267029999994, 
    8.9954319599999994, 6.8031180070000001, 4.79802252, 5.1911283859999999, 
    8.6777568519999999, 6.8154351660000003, 7.34446025, 7.9337914730000003, 
    7.5251182080000003, 8.1183042150000002, 5.3482909919999999, 
    4.4792017639999999, 6.3955495000000004, 6.3330962489999996, 
    6.8988379550000003, 5.26411958, 5.0352941180000004, 5.7691176469999998, 
    6.2790551370000003, NA, 8.1470588240000001, 8.3088235289999997, 
    6.2919919059999998, 4.2882553290000001, 7.0955361440000004, 
    5.4022960409999996, 7.6787285619999999, NA, 6.5992172890000003, 
    5.6456331009999996, 3.4667074050000002, 7.6186167659999997, 
    6.5204339640000004, 7.1628003549999999, 6.4570484050000001, 
    6.7989461450000004, 7.1444542389999999, 4.6213450780000001, 
    6.9028957630000001, 5.2940435399999997, 6.2764164930000002, 
    6.5703377950000004, 8.4075152269999993, 6.615098573, 7.3759429970000001, 
    5.3218885240000002, 6.3861104849999997, 6.8095988939999996, 
    4.9581663730000001, 7.0382352939999997, 6.6031174869999996, 
    8.3408919699999995, 7.0163187210000002, 7.7334087990000002, 
    3.5401506650000001, 6.0514705879999999, 5.7874105150000004, 
    8.1306619649999998, 6.1236971379999998, 4.8451683210000001, 
    4.617126142, 8.1203029129999997, 6.5654327139999999, 9.0907000559999993, 
    5.0594085590000004, NA, 3.909317851, 7.4307741629999997, 
    6.6121012459999999, NA, 6.3019449410000004, 5.4868829139999997, 
    4.3939493509999998, 6.7328184850000001, NA, 6.7303266080000004, 
    4.8902441630000002, 5.319106036, NA, 6.4086868040000002, 
    5.9226281749999998, NA, 7.0613720149999999, 7.4041245929999997, 
    7.78247716, 4.553716541, 7.2948469310000004, 5.7282537270000002, 
    5.0732449109999997, 7.9433861739999996, 6.2386874600000004, 
    5.1267172030000001, 7.2581162849999998, 4.8754288729999997, 
    3.414625741, 8.1533118289999997, 6.6963495750000002, 5.9154431799999996, 
    8.4746168520000005, 5.459773201, 6.2246674149999999, 7.5018091839999999, 
    4.450216503, 4.7182261790000002, 5.8626101940000002, NA, 
    5.4751923390000004, 5.4135643330000001, 7.1539870170000004, 
    5.6051104870000001, 7.7543115880000002, NA, 4.2506441089999996, 
    4.8117647059999999, 7.8953999039999996, 8.1132352940000008, 
    9.3539961559999991, 5.006661899, 5.0092158939999996, 7.0783058179999996, 
    7.5836848349999997, 6.9549370179999999, NA, 5.2152243619999998, 
    6.0637654239999996, 4.7693587239999999, 8.7389070780000004, 
    5.3863135980000001, 5.9831648389999996, 7.8345918149999996, 
    7.6558195150000001, 6.5724000839999999, 6.4390607470000001, 
    8.0746856729999994, NA, 5.5839165130000001, NA, 4.8984213749999999, 
    NA, NA, 6.7268624800000003, 4.2888149029999996, 5.8333807499999999, 
    8.7536764710000003, 6.7161604419999996, 6.047415075, 6.450980392, 
    5.7953739679999998, 6.8431372550000003, 7.7924414860000004, 
    6.4378946949999998, 6.6668782039999996, 7.1098862440000001, 
    5.5392156860000004, 6.3349246690000003, 4.7423695690000001, 
    5.8427010370000003, 7.3229444519999998, 7.6005164939999998, 
    3.4458006110000001, 5.562785334, 7.6162617829999997, 7.7993535290000002, 
    6.5254935119999997, 4.7376785779999997, 5.421994711, 8.6525204359999996, 
    7.1830822249999997, 7.2284592730000004, 7.4085356219999996, 
    7.5114863959999996, 7.8787826570000004, 5.625616977, 4.967134637, 
    NA, 7.1441502769999996, 6.6625170760000003, 5.9302626959999998, 
    NA, 5.8213235289999998, 6.3509080559999997, NA, 7.5882352940000004, 
    8.3661764709999993, 5.8049327149999996, 4.5710937500000002, 
    6.5245590959999999, 5.3873299450000003, 6.6265529790000004, 
    NA, NA, NA, 3.2492368709999999, 7.5471750279999998, 6.2042520220000004, 
    6.1334359779999996, NA, 6.2372515630000001, 7.0831667899999999, 
    NA, 7.2669708069999999, 5.2526466579999997, 7.0506719210000002, 
    6.3600817440000004, 8.4540399050000001, 6.4077436289999996, 
    7.1656488789999999, 5.8142520830000004, 6.448248918, 6.3678401649999996, 
    4.875019795, 7.5987942159999999, NA, 7.6953277770000001, 
    8.3669117649999993, 8.2383154350000005, 3.4947393020000002, 
    3.9705882350000001, 6.0687417979999996, 8.7628045360000009, 
    6.7984953519999998, 5.0655147749999996, 4.8607288830000002, 
    8.2877453180000007, 6.5838111880000003, 8.8296773519999991, 
    4.2761860880000002, NA, 4.1974274720000002, 7.408377411, 
    6.6239731180000003, NA, 6.356922183, 6.4397820110000001, 
    4.4233611159999997, 7.2898327820000004, NA, 6.9068961370000004, 
    4.9745098040000002, 4.544596232, NA, 6.0976573920000003, 
    6.0411323929999998, NA, 7.0638042959999998, 5.960006946, 
    7.8799487099999999, 4.5478341880000004, 7.2876142499999998, 
    6.9936468180000002, 5.00339197, 8.1159240260000001, 6.2915084920000002, 
    5.1671381629999997, 7.3198248919999997, 5.2676971469999998, 
    4.2819301970000003, 7.7056526400000003, 7.2169378110000002, 
    6.9737057220000001, 8.5879984680000003, 6.2712534059999996, 
    6.4648361120000004, 8.2378385959999996, 5.1545339800000001, 
    4.925492867, 6.1773160760000003, NA, 6.2771538290000004, 
    5.6385819039999996, 6.7003886169999998, 5.8869630549999998, 
    8.1058763420000002, NA, 3.739705882, 5.697058824, 8.3718704919999993, 
    8.8676470589999994, 9.4102474629999993, 5.0963329760000002, 
    6.1245792589999999, 7.2106587590000002, 7.4491057899999999, 
    6.76005916, NA, 5.4309765759999999, 6.3346089120000002, 5.7108771440000003, 
    8.8124775629999998, 6.0693019709999998, 6.296393653, 7.5811248530000004, 
    7.7686119429999998, 6.9235458230000004, 5.4791452960000004, 
    8.2341755289999998, NA, 6.2340759739999996, NA, 5.6758723560000002, 
    NA, NA, 6.9244690660000003, 4.7947146979999999, 5.8819101619999996, 
    7.6754828499999999, 6.5205722069999998, 5.976909772, 6.4705882350000001, 
    5.6146938659999996, 6.6117647059999998, 8.3881852059999993, 
    6.8375240420000001, 7.3745231609999999, 6.8009957529999996, 
    6.3039215689999999, 6.7336211730000004, 4.8225490200000003, 
    5.8368465980000002, 6.8396057060000004, 8.2014705879999994, 
    4.0861816800000001, 6.0882104029999997, 8.0858692469999998, 
    7.8189613720000004, 6.3754935120000003, 5.549981968, 5.5821452049999998, 
    8.1808803490000006, 7.4455822249999999, 7.1422543679999997, 
    7.4846939189999997, 7.8527107709999999, 8.2290952080000004, 
    5.5864160920000003, 5.1688431640000001, NA, 7.2500160280000001, 
    7.147952396, 6.5658509900000004, NA, 5.8273841959999997, 
    6.3362963490000004, NA, 7.3431372550000003, 8.9205882350000003, 
    6.5701674949999997, 4.7309116329999998, 6.3328237700000001, 
    5.9786924990000001, 7.1026661249999998, NA, NA, NA, 3.6121934599999999, 
    7.5923849710000004, 6.3427348969999997, 6.9519169080000003, 
    NA, 5.7156862750000004, 7.4185085749999997, NA, 8.4387139530000006, 
    5.671359593, 6.9869876529999999, 7.0342082059999997, 7.9797583750000003, 
    6.8723132710000003, 8.052413585, 5.6628105470000003, 6.8846189290000002, 
    7.3156495430000001, 4.842725196, 7.4000000000000004, NA, 
    7.8676470590000003, 7.461648501), ef_legal_judicial = c(2.6682217920000002, 
    4.1867041580000004, 1.843129164, 3.6896900330000002, 3.8673786319999999, 
    8.7669285129999999, 7.6508553819999996, 5.67688624, NA, 6.8225630119999998, 
    3.8888454430000001, 6.43016363, NA, 7.6837491980000001, 8.0271639080000003, 
    3.3523269500000001, 6.1591696730000001, 0.95625605899999999, 
    3.0817182870000002, 5.3429110849999999, 5.1756644249999999, 
    5.1547320680000004, 3.3252763750000001, 1.8539801890000001, 
    2.0948612679999998, 2.700124185, 3.4312637650000002, 8.6484122279999998, 
    5.43920358, NA, 1.782996655, 6.4398248980000004, 5.8232291529999998, 
    3.268849055, 2.318284512, NA, 7.255743345, 4.2912106090000002, 
    3.1543513129999998, 6.0919531180000002, 5.8273784319999997, 
    8.5696093229999999, 2.225284577, 1.1639151969999999, 6.8728518479999998, 
    3.7240767479999999, 7.8390749299999998, 4.4723073629999996, 
    NA, 9.6974635120000006, 7.1291470529999996, 3.4331248489999999, 
    4.6010545880000002, 4.2834401130000002, 7.5274785370000004, 
    6.0302925119999999, 4.6925083799999996, 4.2511781050000002, 
    2.5, NA, 3.8582484419999998, 2.3717947800000001, 2.7653328579999998, 
    8.5205992070000001, 3.5925583049999998, 7.9540197050000003, 
    5.6002362569999997, 5.6099804249999998, 4.3794969720000001, 
    NA, 8.8099757830000005, 8.4311771400000008, 5.0160257020000003, 
    6.4019139599999999, 8.3861947069999996, 6.5922768920000001, 
    4.3948288770000001, 5.3897237779999996, 4.6566665169999997, 
    6.0281380020000004, 3.5236203669999999, 4.7197548549999997, 
    4.3740665920000001, 3.421974182, 4.592649142, 3.846913577, 
    3.39827703, 5.3575332969999998, 8.6401065179999996, 3.456874322, 
    2.2795029480000002, 5.1512392370000004, 6.0914413129999998, 
    3.9015014969999999, 5.6405647600000002, 3.0877625950000001, 
    6.5842310580000003, 3.172389667, 1.832148632, 3.283281723, 
    4.318779707, 4.5870272319999996, 3.1462514399999999, 2.6969544029999999, 
    7.1288927400000004, 5.0208226829999996, 9.0758633619999998, 
    9.5141315469999999, 0.96899231299999999, NA, 4.3751323219999998, 
    9.2701101300000008, 6.0913228979999996, 4.3809612600000003, 
    2.9739260669999998, 4.2693084360000002, 1.8249706429999999, 
    3.367999395, 4.2646189530000003, 3.7047731879999999, 6.5277552600000002, 
    7.171345552, 4.7958787279999999, 4.1973114020000004, 7.6147166879999997, 
    6.9951136900000002, 4.5025845369999997, 3.046192725, 5.0354607900000001, 
    3.2067163779999999, 7.7917297679999997, 2.9790079600000001, 
    4.5303777849999998, 6.5172274899999998, 5.2680015569999998, 
    4.8637123899999999, NA, 4.2316354309999999, 4.2857142279999998, 
    8.535521825, 9.1913072269999994, 3.1043651300000001, 5.7534615200000001, 
    5.7404319450000001, 4.7426529730000002, 5.1297823579999999, 
    3.850188266, NA, 5.8114115399999999, 4.6989568070000001, 
    3.4373195970000001, 4.0311340480000002, 2.2465352219999999, 
    7.9618477820000004, 8.9102244380000002, 7.5170652069999999, 
    7.645800113, 0.216767192, 4.3377697470000003, 2.5081964330000002, 
    4.0054285529999998, 3.30851674, 2.746046899, 4.0721913919999997, 
    1.843129164, 3.0305783380000002, 3.6042835869999998, 8.7296908339999995, 
    7.290996561, 4.4350029360000001, NA, 6.8225632369999998, 
    3.1752735269999999, 6.43016363, NA, 7.8835469500000004, 8.0271639080000003, 
    3.9341925980000001, 6.3626583889999999, 0.95625605899999999, 
    3.1826473750000002, 6.1064424749999997, 4.6122163699999996, 
    5.0980393089999998, 3.370651799, 1.8539801890000001, 1.2082950640000001, 
    2.9685109070000002, 3.363429612, 8.5436874790000008, 5.5210496979999997, 
    NA, 2.0042480189999998, 6.3827048230000001, 5.2695865550000001, 
    3.2122564499999999, 2.0035461579999998, NA, 6.9623896009999999, 
    4.2912106090000002, 3.541369929, 6.1007809530000001, 5.7127154600000001, 
    8.6162865679999996, 2.4975434129999998, 1.531141114, 5.9113181150000003, 
    3.738130076, 7.8561625800000003, 4.749940391, NA, 9.5710120140000008, 
    7.1173225689999997, 3.4331248489999999, 4.1795911239999999, 
    5.04900416, 7.6263329530000004, 5.9867811199999998, 4.8756736099999998, 
    3.8921353440000002, 1.7187369029999999, NA, 3.8582484419999998, 
    2.7520655020000002, 3.9025592429999998, 8.8587346520000008, 
    3.5706548119999999, 7.8468207469999998, 5.5144352540000003, 
    5.1219161270000004, 4.1912677800000004, NA, 8.9853184479999992, 
    8.520297029, 4.7159539519999996, 6.4743876509999998, 8.4691385990000008, 
    6.5819238139999996, 4.8968866359999996, 5.0730188600000004, 
    4.8162878349999998, 6.2203394980000004, 3.818901211, 4.6687060389999999, 
    4.9606353319999998, 3.3958194210000001, 5.8861948560000004, 
    4.662218041, 3.39827703, 5.2317732159999997, 8.642077767, 
    3.456874322, 2.5671738469999998, 5.2322810869999996, 6.013960322, 
    4.4648647959999996, 6.0804352579999996, 3.0728772950000001, 
    6.6504884090000003, 3.503567694, 1.65528137, 3.6455955000000002, 
    4.2554451100000001, 4.5088366520000003, 3.2457865379999999, 
    2.6969544029999999, 6.9659906769999997, 5.2176565960000003, 
    8.9702379329999999, 9.4662036149999995, 1.1311508020000001, 
    NA, 4.6911386500000001, 9.2875592969999996, 6.0913226329999999, 
    4.2819590429999996, 3.1076512730000001, 4.2693084360000002, 
    1.917887253, 3.550332595, 4.6020414949999999, 4.588303088, 
    6.1667371610000004, 7.6469492739999998, 4.8740442609999999, 
    3.9351484750000001, 7.4751232989999998, 7.1793377759999997, 
    4.4117906060000003, 2.9849773650000002, 5.1974587980000004, 
    2.8576610069999999, 7.6378240530000001, 3.0370115379999998, 
    4.5469013629999999, 8.0349713620000003, 5.0086692160000004, 
    5.6548823910000001, NA, 4.2316354309999999, 3.1043651300000001, 
    9.1111561949999995, 9.1321831240000009, 3.1043651300000001, 
    5.6443596249999999, 5.7404321390000002, 4.8202076629999997, 
    5.0381905119999999, 3.850188266, NA, 5.3253714600000004, 
    4.7136584639999999, 3.4373195679999999, 4.2573767470000003, 
    2.103663069, 7.8559845819999996, 8.835478814, 7.1149248250000001, 
    7.6996949719999996, 0.18857106500000001, 4.1867737189999996, 
    2.1425779629999999, 4.9580757550000003, 3.1922101779999998, 
    2.725700738, 3.8952460040000001, 1.843129164, 2.3966667570000002, 
    3.268800471, 8.5835965200000004, 6.9313319010000001, 3.6008412359999999, 
    NA, 6.2399011599999996, 2.294451918, 7.1182478720000004, 
    NA, 8.0271639080000003, 7.7835217700000001, 4.0909091630000001, 
    6.4537462579999998, 2.6023758520000002, 3.1067959470000002, 
    6.3936659069999999, 3.9674873119999998, 4.2552640210000003, 
    2.8098612190000001, 1.8539801890000001, 1.0459134459999999, 
    2.4888120749999998, 3.4303400119999998, 8.6687516529999993, 
    5.5015967830000001, 5.2536879829999998, 2.2744584529999998, 
    6.7206880419999999, 4.8133079270000003, 2.8181818129999998, 
    NA, 3.06846218, 6.7950555440000002, 5.0243701720000002, 3.7010657390000001, 
    6.2143864769999997, 5.4703461090000003, 8.8003536960000002, 
    2.6521851340000002, 1.8421053890000001, 5.9113181150000003, 
    4.0302465109999996, 7.8037335929999996, 3.939281695, 3.1317073309999999, 
    9.3248137950000007, 6.8659807260000001, 3.3244484829999998, 
    4.5668437199999996, 5.2354611640000002, 7.9655528950000001, 
    5.4705955619999997, 4.6769787230000004, 3.302841318, 1.7187369029999999, 
    1.7187369029999999, 3.8582484419999998, 2.7520655020000002, 
    3.9025592429999998, 8.8587346520000008, 4.3487254179999999, 
    7.8595414659999996, 5.0347782199999997, 5.0533248740000003, 
    4.3486851250000003, NA, 8.7644646880000003, 7.9170683119999996, 
    4.2718473860000001, 6.255901734, 8.643678306, 6.0217568989999997, 
    4.6205411410000004, 5.124127573, 4.740555445, 6.5186212299999999, 
    3.135023044, 4.4466556150000001, 5.2599802530000002, 2.8331778220000001, 
    6.3856098010000002, 5.3797467550000002, 3.39827703, 4.7799414220000003, 
    8.7025785510000002, 3.7831132439999999, 2.5811841150000001, 
    5.1276427690000004, 6.593909558, 4.6049781330000004, 6.3890669009999996, 
    1.726185455, 6.6879247299999998, 3.6237176029999998, 1.767876096, 
    3.57921807, 4.0565592150000001, 4.2368494239999999, 2.6903365959999999, 
    2.6969544029999999, 6.3494918289999998, 4.5152098430000001, 
    8.7840798640000006, 9.4725564200000001, 1.1311508020000001, 
    NA, 3.8636326790000002, 9.171354569, 5.8549403370000004, 
    4.2693084360000002, 2.7494903310000001, 4.6980281010000002, 
    1.5866649310000001, 2.9985192810000001, 4.5578741389999999, 
    5.3187125850000001, 6.0704952729999997, 8.1793683739999992, 
    4.9278080600000003, 3.1745608939999999, 7.0233758179999999, 
    7.1374085699999998, 4.5976652509999996, 2.6830245530000001, 
    5.1974587980000004, 2.77100072, 7.5682869860000004, 2.646503649, 
    4.1664927369999996, 7.4072676179999997, 4.2316354309999999, 
    5.4154203689999996, NA, 3.6717192409999999, 3.1043651300000001, 
    8.218279441, 8.7935237819999994, 4.1232814019999999, 5.5840380039999999, 
    5.14239494, 4.0313808120000001, 5.1367444170000001, 3.850188266, 
    NA, 5.4672134489999999, 4.6245607819999996, 3.261745822, 
    4.0171610099999997, 2.133903503, 7.6823599900000001, 8.6791933639999996, 
    6.9216408769999997, 7.8232601759999998, 0.21281065499999999, 
    4.1292333230000002, 7.6903987000000003, 5.0713167559999999, 
    2.8150123460000001, 2.4654618849999999, 4.1020893049999998, 
    1.843129164, 2.1547418170000001, 3.199651233, 8.1465406980000008, 
    6.9571527509999997, 3.6008412359999999, NA, 5.686038613, 
    2.049618803, 7.1182478720000004, NA, 7.7835217700000001, 
    7.3774629840000001, 7.0572804680000001, 6.3514070330000001, 
    3.8230748970000001, 3.5072158400000002, 6.4578263429999998, 
    4.2552640210000003, 4.7787096719999997, 2.2151200520000001, 
    1.8539801890000001, 1.0459134459999999, 2.115391652, 3.0487341830000001, 
    8.5878135029999996, 5.2536879829999998, 5.2024763759999999, 
    1.973985323, 7.0213133670000003, 4.977376553, 3.06846218, 
    3.40610232, NA, 6.7329579600000002, 3.7100473410000001, 3.5924691869999998, 
    5.7741668690000001, 4.7798065799999998, 9.1902828670000005, 
    2.477352502, 2.2988562300000002, 5.009590846, 4.3564783370000004, 
    7.7806762779999996, 3.1317073309999999, 3.0944637589999999, 
    9.2818004280000004, 6.6142675100000003, 3.0867323569999998, 
    4.7327754090000003, 4.7337600350000004, 8.1403367289999995, 
    5.6078000330000002, 4.4317383509999999, 3.3235513029999999, 
    1.7187369029999999, 0, 4.041209244, 1.899282412, 3.0472571629999998, 
    8.8736092240000009, 5.0655246700000003, 7.5196744190000002, 
    5.3512635700000004, 4.7706454819999999, 3.977944554, NA, 
    8.7914721, 7.9520958659999996, 4.2315290189999999, 5.8932069030000003, 
    8.6035077510000004, 5.7678533630000004, 4.0641250639999997, 
    5.2157717469999998, 4.1758200839999997, 6.4381361410000002, 
    2.5274362699999999, NA, 5.0095284380000002, 1.7624535640000001, 
    5.1313863599999996, NA, 3.39827703, 4.4101591850000004, 8.3281809009999996, 
    4.2073482569999996, 1.9509832579999999, 4.9986919360000002, 
    6.4498828059999997, 3.4494483439999999, 6.0153081720000001, 
    2.2186045490000001, 6.762806157, 3.6631742520000001, 1.5896819719999999, 
    3.1815450279999999, 3.947841156, 4.1996677829999998, 2.461235356, 
    2.6707506780000001, 6.12400141, 3.8785116070000001, 8.4824284120000009, 
    9.5827453019999993, 2.0861850070000001, NA, 3.4522489310000002, 
    8.9082360789999999, 6.8438720149999996, 4.6980281010000002, 
    2.8464724590000001, 8.757536129, 1.080835185, 2.4507540900000002, 
    4.2552279180000001, 5.1806565229999997, 5.8176385430000002, 
    8.2911843219999994, 4.103410115, 3.1745608939999999, 6.4748349999999997, 
    7.022562594, 4.2059310129999998, 2.5920928160000001, 5.1974587980000004, 
    3.014806342, 7.779989531, 2.0991655819999999, 3.9213750570000001, 
    7.3988232639999998, 3.6717192409999999, 4.3918784129999997, 
    NA, 4.7472714939999996, 4.1232814019999999, 7.8440708969999999, 
    8.4504117119999993, 0, 5.3995948069999997, 4.3229166670000003, 
    3.672898591, 4.6707510320000001, 3.850188266, NA, 5.9996445930000002, 
    4.2614397540000004, 3.4528587559999999, 3.3062656509999999, 
    1.6937492240000001, 7.6823599900000001, 8.6688110389999995, 
    6.8366040200000002, 7.6903987000000003, 0.19206188399999999, 
    4.0048072189999999, 2.130663609, 4.5223427300000001, 2.5081900909999999, 
    2.2202879169999998, 3.6901885440000002, 2.4019599999999999, 
    2.2938914970000002, 3.251128778, 7.9015843200000004, 6.8378389830000001, 
    3.8038045650000001, NA, 5.8575674060000003, 2.3918935499999998, 
    7.5115055039999996, NA, 7.3774629840000001, 7.0572804680000001, 
    2.8963986510000002, NA, 3.5072158400000002, 4.7892866669999998, 
    7.1749722609999997, 4.7787096719999997, 6.7325582649999998, 
    2.6681938509999998, 1.8274157230000001, 1.1121653659999999, 
    2.9453702210000001, 2.1345739250000002, 8.5835039579999997, 
    5.2024763759999999, NA, 1.707387778, 7.1479405829999996, 
    5.0126460709999998, 3.40610232, NA, NA, 6.3644509530000004, 
    2.3978347860000002, 3.2809318470000002, 5.7908197169999998, 
    4.6487167769999997, 8.5951002919999997, 2.2988562300000002, 
    3.5981967469999998, 4.092926855, 3.412807688, 7.5256792780000001, 
    3.0944637589999999, NA, 9.3232707460000004, 6.7625571000000004, 
    2.7461557380000001, 4.947920828, 3.8545476619999999, 8.3805476579999993, 
    5.6759620010000003, 4.0226858940000003, 3.378147877, NA, 
    NA, 4.1609912299999996, 1.725762024, 3.281446946, 8.8090630930000007, 
    4.7637789899999996, 7.5981406280000003, 6.2394889449999997, 
    4.4291502569999999, 4.4508559139999999, NA, 8.9192456950000008, 
    7.9427740990000002, 4.5246792549999997, 5.7186244850000003, 
    8.2696245699999995, 5.7228066670000004, 3.9783205439999998, 
    4.9508772079999996, 4.2364455919999999, 6.5916510229999998, 
    1.984150971, NA, 4.8522672050000004, 2.1891161339999998, 
    4.1497103380000002, NA, NA, 4.5157186789999999, 7.7711334560000003, 
    3.6239852450000001, 1.9006219179999999, 4.9604672040000004, 
    5.9129014099999999, 2.7156616279999999, 6.3036757330000004, 
    2.3587255389999999, 6.6681228060000004, 3.913435604, 1.53828586, 
    3.1084755099999999, 4.4033994160000001, 3.98448665, 2.5935027399999999, 
    3.0635650000000001, 6.1831149749999996, 3.8329545, 8.6294827059999992, 
    9.4637991390000007, 2.7290673380000001, NA, 3.6826058169999998, 
    8.757536129, 7.1367883330000002, 5.1025283889999997, 2.8277447819999999, 
    NA, 1.1890782369999999, 2.5641021789999998, 3.610128429, 
    5.1506889139999998, 5.2963086119999998, 8.4673431160000003, 
    3.0552109719999998, 2.7951309320000002, 6.7352880659999999, 
    7.1424179839999997, 3.4425368920000001, 2.5990934569999999, 
    NA, 3.427720833, 7.794863383, 2.226757117, 4.2793870460000001, 
    7.4688713189999998, 4.4637631000000004, 4.8902626099999997, 
    NA, 5.0113832719999998, 4.1085025679999996, 8.5878341070000008, 
    8.470387294, 4.6029047099999998, 5.9033605060000003, 5.0106734619999997, 
    3.7237957669999999, 4.6648611979999997, 3.9909417509999998, 
    NA, 5.9570985570000001, 4.2515459199999999, 4.0095222760000002, 
    3.5407305789999999, 2.0310876900000001, 7.44848, 8.7232085979999994, 
    6.7366687399999998, 7.3596401509999998, 0.188727323, 3.9354210080000001, 
    2.0560912999999998, 4.5778377839999997, 2.859932251, 2.6362650049999998, 
    2.534953105, 2.3632304999999998, 2.1234040080000001, 3.0008206849999999, 
    8.3396752379999999, 6.9860506600000001, 4.0078232180000004, 
    NA, 6.7857547580000004, 3.0741143169999998, 7.8882750719999999, 
    NA, 7.0572804680000001, 7.1142439209999999, 3.1669768469999999, 
    NA, 3.5729871449999999, 4.184070417, 7.5246505920000004, 
    4.5843763930000003, 6.7741818220000001, 3.138275342, 2.437796745, 
    1.0844443699999999, 3.7581565700000001, 2.4349206319999999, 
    8.8397676470000004, 5.3044753419999999, NA, 1.956209772, 
    7.1971838630000002, 4.7912377719999997, 3.6100440420000002, 
    NA, NA, 6.1098738130000001, 1.838836632, 3.0505543749999999, 
    6.2843418120000001, 4.4613975699999999, 8.359829113, 2.6410947930000002, 
    2.4178500000000001, 5.239391865, 2.7762019599999999, 7.5671422980000003, 
    3.0389470420000002, NA, 9.1571113830000002, 6.5104121429999999, 
    2.7480133329999998, 5.5366678949999999, 3.625518333, 8.735958042, 
    5.0844947920000001, 3.426170623, 3.0968348529999998, NA, 
    NA, 3.6486018420000002, 1.363909013, 4.6056163979999996, 
    8.4055242079999992, 4.494860815, 7.9065703730000001, 5.8682882349999996, 
    4.2815901500000004, 4.9361896429999996, NA, 8.8833201269999993, 
    8.0930413770000005, 4.6167677869999997, 5.6800318870000002, 
    8.0424346119999992, 5.6459127929999999, 3.6381030820000002, 
    4.0084631049999997, 4.4723287779999996, 6.5195390770000001, 
    1.5597954169999999, NA, 4.9714357400000004, 2.3147440229999998, 
    3.2779432530000001, NA, NA, 4.1402266729999999, 8.0745482180000003, 
    3.0702617929999998, 2.016175107, 5.2381398670000001, 6.0406568930000004, 
    2.9878480230000002, 6.6958281519999998, 3.041388258, 6.7647660949999997, 
    3.9407052230000001, 1.7971621369999999, 2.9172906350000001, 
    4.8628272020000001, 4.1694082430000003, 2.400377218, NA, 
    5.9235212879999999, 3.797124615, 9.0648470929999991, 9.4845364070000002, 
    2.0306199700000001, NA, 4.4769229880000001, 8.7343835030000001, 
    6.8741449570000004, 5.1649831180000003, 2.1514730750000002, 
    NA, 1.4319763750000001, 2.472372177, 3.359538422, 5.4124658370000001, 
    4.7817897729999999, 8.6603620330000002, 2.8157519469999999, 
    2.593720008, 7.1878399999999996, 7.1712078200000002, 2.7016633049999998, 
    2.4041427080000002, NA, 3.0429866670000001, 7.8214763329999997, 
    2.7828383720000001, 4.6029047099999998, 7.1447024800000003, 
    5.0106734619999997, 5.174493333, NA, 5.2248596430000003, 
    3.7892410000000001, 8.6814933770000007, 8.794269238, 4.6321050000000001, 
    6.0635404199999998, 4.9029617820000002, 4.2331171879999996, 
    5.0200620520000001, 3.7157687629999998, NA, 5.6794068329999998, 
    9.0079908880000001, 4.0937949050000002, 4.1782057650000004, 
    2.5217406800000002, 7.3141319280000001, 8.6569900630000003, 
    6.5001217980000003, 7.0385200670000003, 0.45403521499999999, 
    3.94293125, 1.6197372699999999, 4.1818143919999997, 2.8869237779999999, 
    3.290797687, 2.5360975940000001, 2.3632304999999998, 2.6327359650000002, 
    3.0058160850000002, 8.5309489099999993, 7.5688704019999999, 
    4.0494317769999997, NA, 7.1752263279999999, 3.7022991479999998, 
    8.1951151029999991, NA, 7.1142439209999999, 3.4276800000000001, 
    3.471187, NA, 3.3663266190000001, 3.4443616669999999, 7.2741904399999999, 
    4.5609763709999998, 6.2762640599999999, 3.2273432689999999, 
    2.5847648460000001, 1.143348101, 3.4610853270000002, 2.8649330169999998, 
    8.8833242680000009, 5.269661192, NA, 2.6721737860000001, 
    7.4456500500000002, 4.8888752139999996, 4.1729877909999997, 
    NA, NA, 6.4589395390000002, 1.3258245209999999, 3.4236667500000002, 
    7.1481699970000001, 4.5078322249999996, 9.2550309259999999, 
    2.8207755460000001, 2.1735683269999999, 6.2768730289999999, 
    3.1358065000000002, 7.5137837919999999, 3.5277049479999998, 
    NA, 9.0212168160000008, 6.4989592219999999, NA, 5.7500940170000003, 
    3.6346067999999998, 8.8904502090000008, 5.1189626090000004, 
    3.8884502209999998, 2.7452571149999998, NA, NA, 3.7746307250000002, 
    1.228475, 4.330302724, 8.4676931940000006, 4.8678192429999996, 
    8.0465254450000003, 5.5732020909999997, 4.3322827500000001, 
    4.6944665099999998, NA, 8.7768428180000004, 8.6346870060000001, 
    4.9873380950000001, 5.7241284029999999, 8.0478958560000002, 
    5.5900881160000004, 2.8954866670000001, 3.236860106, 4.592749167, 
    6.8813470329999999, 1.515441034, NA, 4.6828419080000003, 
    2.479095676, 3.1302028050000001, NA, NA, 3.98967027, 8.4850123370000006, 
    3.1450672470000001, 2.0962922069999999, 5.5722610000000001, 
    6.1297517700000004, 2.8876579599999999, 6.8910485560000003, 
    2.6859846260000002, 6.4287286579999998, 3.7376652140000002, 
    1.9886544580000001, 2.6673861209999998, 5.2756916949999999, 
    4.2849383330000004, 2.8258738829999999, NA, 6.4447335299999997, 
    3.6299144330000002, 8.9107396290000001, 9.5532028160000007, 
    1.337882198, NA, 4.5173614249999998, 8.8018447369999997, 
    6.8315454920000001, 4.8892209480000002, 1.8480506059999999, 
    NA, 1.2962895109999999, 2.695934753, 3.247902571, 5.5544354780000003, 
    4.8899512959999996, 8.3734433330000009, 3.515731529, 2.6618044410000001, 
    7.0233792240000001, 7.6304283330000002, 2.9242273999999999, 
    2.38345677, NA, NA, 7.7339528160000004, 2.7681405479999999, 
    4.6321050000000001, 6.6219950829999998, 4.860657497, 5.5081069429999996, 
    NA, 5.5883233329999999, 4.3172704739999999, 9.1186250050000002, 
    9.0079908880000001, 2.9267814529999998, 6.0936566770000002, 
    4.5288387050000001, 4.3566462250000004, 5.3390837979999999, 
    3.8750936070000002, NA, 5.7291131899999996, 5.1220170630000004, 
    3.7730664279999999, 4.5649682709999997, 1.800983083, 6.7962953940000004, 
    8.6643271790000007, 6.5718607960000002, 7.1265087200000004, 
    1.081705594, 4.3257044330000003, 1.2849566670000001, 4.115111948, 
    2.7329901670000001, 3.7655583240000001, 3.0040302400000001, 
    3.2562350000000002, 2.6044709039999998, 2.7074004170000001, 
    8.791938214, 7.9572306949999998, 3.8617005199999999, NA, 
    6.7294611160000004, 3.9798884170000002, 7.8946171940000003, 
    NA, 7.0075450789999998, NA, 3.7547744129999998, NA, 2.1913385019999998, 
    2.6192416330000001, 6.9983445709999996, 4.2021265640000003, 
    NA, 3.263099312, 2.4323808329999999, 1.556113276, NA, 2.7473767260000002, 
    8.7393367370000004, NA, NA, 2.7946410130000001, 7.2721956380000004, 
    4.9505864019999999, 4.1383782309999999, NA, NA, 7.1288006670000001, 
    1.5455994900000001, 3.5278676029999998, 7.489857529, 4.9571756520000001, 
    9.0025684170000009, 3.4422600189999999, 1.657145783, 4.8545734999999999, 
    3.3100276850000001, 7.4255530509999996, 3.7649430879999999, 
    NA, 8.8788835739999996, 6.3181894170000001, NA, NA, 3.2247345680000001, 
    8.9441650520000007, 4.6524980410000003, 4.2391460509999996, 
    2.8730925690000002, NA, NA, 3.9618405160000001, NA, 3.5284504110000001, 
    8.5763031850000004, 5.0633463279999997, 8.1765516910000002, 
    6.2758393769999996, 4.6621746589999997, 4.7338716669999998, 
    NA, 8.7476544920000006, 8.6798919209999994, 4.1323122730000001, 
    5.7555937850000003, 7.8306552619999996, 6.0234816090000001, 
    3.097444249, 2.6313982029999998, 4.9829562520000001, 6.5547429790000002, 
    1.7747917499999999, NA, 4.4411900989999999, NA, 3.7272073689999998, 
    NA, NA, 4.3204063220000002, 8.1118512640000002, 3.238782574, 
    2.5011907820000001, 6.0828436789999998, 5.5642217939999998, 
    3.0795551200000002, 6.7341093330000001, 2.3077539520000001, 
    6.3754612819999998, 3.6927029230000001, 2.1153249999999999, 
    2.643211102, 5.1638116920000003, 4.1379310389999997, 3.2218836639999999, 
    NA, 7.4337303300000004, 3.6815086699999999, 8.7092356090000003, 
    9.5966428799999992, 1.8101589170000001, NA, 4.1367054469999998, 
    8.7054186940000005, 6.8385365809999996, 4.255948257, 2.515722926, 
    NA, 1.1659472870000001, 2.689204776, 3.0733515919999999, 
    5.5565094579999998, 5.4758290189999999, NA, 4.1236786900000002, 
    2.8723646949999999, 6.8018066670000001, NA, 3.4889384510000001, 
    2.5451552450000001, NA, NA, 7.73046509, 3.1749590030000001, 
    5.4115752940000004, 6.1647393199999998, 4.6967911459999998, 
    6.0876306729999996, NA, NA, NA, 9.2589917780000004, 8.9765195650000003, 
    3.1347790510000002, 5.9966773440000001, NA, 4.176972374, 
    5.5330495979999998, NA, NA, 6.109104823, 6.3111355099999997, 
    4.0069629889999998, 3.9922103920000001, 1.663479376, 6.488326249, 
    8.8083559670000007, 6.6163281080000003, 7.1052978019999999, 
    1.1538500629999999, 4.7813345380000003, NA, 4.6459919359999997, 
    2.0982701619999999, 3.2278888509999999, 3.0166733379999999, 
    NA, 2.3489092579999999, 2.0959805440000001, 9.0735343559999997, 
    8.4620786460000001, 4.7887093329999999, NA, 6.607972986, 
    4.1326695019999997, 7.8374447250000001, NA, 7.2735607890000002, 
    NA, 4.3786275349999997, NA, 1.771550862, 1.797773984, 7.2309431609999999, 
    4.3138332180000001, NA, 3.1609888659999998, 3.5162484269999998, 
    1.8196717010000001, NA, 2.3567290870000002, 8.6777312210000002, 
    NA, NA, 1.907802709, 6.1819817199999996, 4.9144169829999997, 
    4.396594017, NA, NA, 7.1938978069999999, 1.4616953450000001, 
    3.4867748920000001, 7.3605312859999996, 5.0106265859999999, 
    9.1708308420000009, 3.8254718329999999, 1.6251539429999999, 
    4.7984092250000003, 3.416606458, 7.4908766670000002, 3.3048488890000001, 
    NA, 9.1301921779999997, 6.2619401359999998, NA, NA, 2.79095468, 
    9.0098078939999997, 4.6072866599999998, 4.4682042959999997, 
    3.3376616229999998, NA, NA, 3.7523363459999999, NA, 3.2992730830000001, 
    8.3910498330000003, 5.1972586979999997, 8.0639516669999995, 
    6.6019042389999996, 4.7205924589999997, NA, NA, 8.9048864840000004, 
    8.3790025149999998, 3.5615908570000001, 6.0777757609999998, 
    7.4861776869999996, 6.611469788, 3.5040448070000001, 2.8950653599999998, 
    5.1315453629999999, 6.0603545370000003, 2.1928465610000001, 
    NA, 4.5419755449999997, NA, 4.1008790240000002, NA, NA, 4.56378503, 
    8.3132786500000009, 3.2516540530000002, 3.000598514, 6.536123226, 
    5.3428839129999997, 4.2646619210000001, 6.7751736869999997, 
    3.1992566849999999, 6.7320331700000002, 3.7295750879999998, 
    5.5888979809999997, 2.5589214519999999, 4.6557470399999996, 
    4.1959516069999996, 3.2709686360000001, NA, 7.7892691330000003, 
    3.8310639709999998, 8.9439685329999996, 9.5635536670000008, 
    1.958630165, NA, 5.1268549759999997, 8.6112134660000006, 
    7.0241689029999996, 3.5245062090000001, 3.2739378719999999, 
    NA, 0.95568397900000002, 3.093272501, 3.5607536139999998, 
    5.2396355679999997, 6.1602718650000003, NA, 4.0894614300000001, 
    2.823689586, NA, NA, 2.9017499149999999, 3.0396524739999999, 
    NA, NA, 7.9897273569999996, 4.1767629980000001, 5.749624356, 
    6.5999601669999999, 5.109474659, 5.8704753939999996, NA, 
    NA, NA, 9.3450455580000007, 8.9515942620000004, 3.8730719919999999, 
    6.0203496980000004, NA, 4.5120740829999999, 5.3318168930000001, 
    NA, NA, 5.4304184329999998, 6.1815396260000002, 4.5093612280000004, 
    3.6859030580000001, 2.087863391, 6.7556087500000004, 8.3661349230000006, 
    7.2377288210000001, 6.9907449740000001, 0.74383956200000001, 
    4.642199583, NA, 4.5653840929999996, 1.736170371), ef_legal_courts = c(3.1454616780000002, 
    4.3271126349999998, 1.9745657240000001, 2.9305634899999999, 
    4.1975686950000002, 5.6106527650000002, 5.4821995890000004, 
    5.8611186340000003, 6.7000000000000002, 6.2314009669999999, 
    3.4181278939999999, 4.1100341709999997, 4.2000000000000002, 
    5.3967058669999997, 4.2000000000000002, 4.0986911460000002, 
    5.3193481770000002, 1.703646022, 2.3570581279999998, 5.4150253529999999, 
    3.0060060819999999, 3.5233847300000001, 3.3264493939999999, 
    3.5946266589999998, 2.9935691759999998, 3.1141457959999999, 
    4.199537039, 6.3881683349999996, 3.7247139219999998, 2.5, 
    2.8677902629999998, 4.7082263229999999, 5.173021555, 2.75427103, 
    3.119046489, 3.7000000000000002, 4.3894322710000004, 4.8377253150000001, 
    1.7653749379999999, 4.238452713, 3.046967784, 5.9760642060000002, 
    2.8099147470000001, 2.1446825070000002, 4.0909091630000001, 
    2.567251921, 5.5340389410000004, 4.296224713, 4.5999999999999996, 
    7.9810293520000002, 5.6734804309999998, 3.6362993650000002, 
    5.1316185790000004, 4.0269386770000004, 6.966449023, 5.2975104249999996, 
    2.2805410620000002, 3.1323649489999998, 2.7616004150000002, 
    3.2000000000000002, 4.1195866499999996, 2.3765305680000002, 
    2.9237027969999998, 7.4988027419999996, 2.7219472329999999, 
    6.7833515010000003, 5.7395295300000004, 4.9705580869999997, 
    3.8360399009999999, 3, 5.3231382380000003, 5.6424820420000001, 
    1.987938086, 4.0776727590000004, 6.415284078, 5.0753269589999999, 
    4.1832433140000003, 4.7588304680000002, 4.4333332780000001, 
    4.8664579779999997, 3.3110984170000002, 4.6210060520000003, 
    2.6629948620000001, 2.920127114, 4.1172548129999997, 3.9465753239999999, 
    2.3320752410000001, 3.6858465279999999, 7.243423859, 3.741427866, 
    2.7689282099999999, 3.6673961080000002, 6.4726165929999997, 
    4.0016416709999998, 4.5136032500000001, 1.958992482, 5.6844015920000004, 
    2.9845257599999999, 2.3532573380000001, 3.7668734779999999, 
    4.0381238860000002, 4.249394734, 2.748396397, 2.7335338330000001, 
    5.8678754169999996, 3.7155332169999999, 7.2499525550000001, 
    7.4786611399999998, 1.811996897, 4.2999999999999998, 3.0383996170000001, 
    6.8990973630000001, 5.5763737369999999, 3.9629083870000001, 
    3.247446219, 4.0999999999999996, 2.3093662660000001, 2.578500112, 
    3.2300353049999999, 2.919246158, 3.0228286980000001, 7.2529288129999996, 
    3.0188343930000001, 3.9150762559999999, 7.0126291119999999, 
    5.6851843989999997, 5.10411342, 2.7306693790000001, 4.4503545759999996, 
    3.295634588, 7.3914909370000004, 2.0113134380000002, 3.1455874439999998, 
    5.4474222660000002, 3.9359986779999998, 3.8040415439999999, 
    3.5, 5.2999999999999998, 3.75, 6.7430468399999999, 7.7597351870000004, 
    3.2000000000000002, 4.5222403609999997, 5.4254972930000003, 
    4.7152676180000004, 4.4319415089999996, 3.2165298760000001, 
    4, 3.2340025909999999, 4.1164986289999996, 3.1778422979999998, 
    4.1489728289999999, 2.7062276999999999, 7.1850407120000002, 
    7.1345790229999997, 7.287940979, 4.3571366869999997, 0.64125130500000005, 
    4.1152646150000001, 2.796219985, 3.812963367, 3.347216049, 
    2.9701440400000001, 4.1569078060000004, 1.9745657240000001, 
    2.8947949409999998, 4.0407831219999997, 5.9436735499999998, 
    6.1872496369999999, 5.0218711559999996, 6.5999999999999996, 
    6.2314006900000001, 3.0430307829999999, 4.1100341709999997, 
    NA, 5.9011052939999997, 4.2999999999999998, 3.9054821130000001, 
    5.6681336199999999, 1.703646022, 2.765796522, 5.8800761039999996, 
    2.9019491039999998, 3.4917328759999999, 3.6127465270000001, 
    3.5946266589999998, 3.100412634, 3.0107411100000001, 4.226160245, 
    6.508702596, 3.8617532950000002, 2.5, 3.0949670010000001, 
    4.7881194569999996, 4.9690957779999998, 3.1788141130000001, 
    3.265770872, 3.7000000000000002, 4.2985274530000002, 4.8377253150000001, 
    2.1379966499999998, 3.7762720089999999, 3.4677372989999999, 
    6.1008365219999998, 2.856078433, 2.479120419, 4.035330321, 
    2.7276321229999998, 5.7163042940000004, 4.7240802139999998, 
    4.7999999999999998, 7.9220249960000002, 6.1495634460000002, 
    3.6362993650000002, 4.8545435499999998, 4.7441579559999996, 
    6.8045425939999999, 5.044727623, 2.9686881999999999, 3.4001572659999999, 
    2.2507275569999998, 3.2999999999999998, 4.1195866499999996, 
    2.4364544850000001, 4.5096999279999999, 7.9633579140000004, 
    3.0583899410000002, 7.0400471009999999, 5.8576442159999997, 
    4.8938034989999997, 3.7432384449999998, NA, 6.3283742189999996, 
    5.7235706070000001, 2.2563578369999999, 4.0494348650000003, 
    6.5652919809999997, 5.4467749689999998, 4.8103883549999997, 
    4.7696622690000003, 4.7034849430000003, 5.466284903, 3.4373782830000001, 
    4.8944066839999998, 3.2183121610000001, 3.3638480949999998, 
    4.2873729049999998, 4.6063160810000001, 2.3320752410000001, 
    3.9626389620000002, 7.361817211, 3.741427866, 2.7007879290000001, 
    3.6638670320000002, 6.6688721180000003, 4.3074493110000001, 
    4.4411531230000003, 2.2696077030000001, 5.8827867239999998, 
    3.2094478670000002, 1.9441282639999999, 3.9648980379999998, 
    4.0139547589999998, 4.278171468, 3.0253075960000002, 2.7335338330000001, 
    5.9267120029999996, 3.538971734, 7.4843753380000004, 7.6236631590000004, 
    2.429279798, 4.5, 3.6986411399999999, 7.5214242010000003, 
    5.5763740650000004, 3.2856366910000001, 3.4022906970000002, 
    4, 2.2878873720000001, 2.6657079430000001, 3.4524398170000001, 
    3.7291402840000001, 3.1397291639999998, 7.3654901800000001, 
    3.1525801059999998, 3.719747167, 7.1937407850000001, 5.9429389180000003, 
    5.4708209529999996, 2.8465135300000002, 4.4828018939999996, 
    3.181647484, 7.9447013430000002, 2.0597516250000001, 3.5669206870000001, 
    7.4246345199999997, 4.1893276779999997, 5.0350945490000001, 
    NA, 5.0999999999999996, 3.8642305139999999, 7.4604120370000002, 
    8.0040699889999996, 3, 4.3795488059999998, 5.4254973580000003, 
    4.7464759150000004, 4.6258489530000002, 3.2165298760000001, 
    4.0999999999999996, 3.343023503, 4.3349591680000001, 3.1778423669999998, 
    4.373647675, 2.737059329, 6.8702272840000003, 7.5149163579999998, 
    6.5632728690000004, 4.862176958, 0.72931243999999995, 4.1559945159999998, 
    2.7054323920000001, 4.7748456150000003, 3.4142155550000002, 
    3.113089633, 3.8702190170000002, 1.9745657240000001, 2.5146841289999999, 
    3.4287875219999999, 6.3045063069999996, 6.4122635739999998, 
    4.4697935830000004, 6.6900000000000004, 5.7082081349999996, 
    2.7434361329999999, 5.2516736750000002, NA, 5.9422265840000001, 
    4.2400000000000002, 3.6742424960000002, 5.4194080309999997, 
    3.1906426950000002, 2.9045236110000001, 5.6329328930000004, 
    3.0860448119999999, 6.4400000000000004, 3.114135482, 3.5946266589999998, 
    3.1862709649999998, 2.858145076, 4.1813168440000004, 6.8843001670000001, 
    3.866098144, 2.4900000000000002, 2.8604494260000002, 5.0283299299999999, 
    4.5595330240000003, 3.4340339499999999, 3.0299999999999998, 
    3.6699999999999999, 4.7824008830000002, 5.5749373459999996, 
    2.1891312919999999, 4.663902191, 3.9100917279999998, 5.9743921609999999, 
    3.4485162370000002, 2.5874014700000001, 4.035330321, 3.331283376, 
    5.6296942950000002, 4.026528077, 4.5999999999999996, 8.0482186450000004, 
    5.859356859, 3.6964255160000001, 5.108530536, 4.6910072649999996, 
    7.0347118499999999, 5.0039564920000004, 3.1951920139999999, 
    3.639933664, 2.2507275569999998, 3.1600000000000001, 4.1195866499999996, 
    2.4364544850000001, 4.5096999279999999, 7.9633579140000004, 
    3.251914218, 6.7374510299999999, 5.2092688430000003, 4.8528354570000003, 
    3.6159853740000001, NA, 6.6004514490000004, 5.3235962170000004, 
    2.0672784649999998, 4.0481907860000002, 6.6440449810000004, 
    5.5625313399999996, 4.8103411139999999, 4.934858856, 4.3830639720000004, 
    5.1830219240000002, 3.3303575479999998, 4.5880312720000003, 
    3.6035043510000002, 3.3093532649999999, 4.3402340830000004, 
    4.8958333329999997, 2.3320752410000001, 4.0440799939999996, 
    7.419436771, 4.2436719839999997, 2.6787154320000002, 3.8266827839999999, 
    6.928595005, 4.5793075730000004, 4.7058107400000004, 2.3665628569999999, 
    5.9833235990000002, 3.431986143, 2.2871935579999998, 3.6571889020000001, 
    4.024274589, 4.289683439, 3.4560948100000002, 2.7335338330000001, 
    5.7210512180000004, 3.4954685369999998, 7.4413506390000004, 
    7.6254768569999998, 2.429279798, 4.3399999999999999, 3.8178403529999998, 
    7.516024378, 4.9965654940000004, 3.4111419120000002, 3.7437333439999998, 
    4.0700000000000003, 2.529858285, 2.775131053, 3.8990094110000002, 
    3.932800635, 3.6432357259999999, 7.7874999909999998, 3.8365403480000002, 
    3.4217749419999999, 6.9702350720000004, 5.8710078409999999, 
    5.3051598320000002, 2.737227743, 4.4828018939999996, 3.0710958540000002, 
    7.8097348630000001, 2.1624425079999998, 3.2407559149999998, 
    6.8921073269999997, 4.0309861050000002, 5.3798688629999996, 
    NA, 5.2699999999999996, 3.8642305139999999, 7.0992165250000001, 
    7.6442789270000002, 3.1899999999999999, 4.5155085450000003, 
    5.0205984560000001, 4.2947999340000003, 4.6665315999999999, 
    3.2165298760000001, 4.0099999999999998, 3.6410463310000001, 
    4.296966705, 3.9411177820000001, 4.519907012, 2.8380608760000001, 
    6.5718231940000003, 7.4529178009999999, 6.3817067999999999, 
    5.1797633879999996, 0.64105635999999999, 4.184733617, 3.4900000000000002, 
    5.1374260119999997, 3.2870014350000001, 3.2715209600000001, 
    3.40035474, 1.9745657240000001, 2.1003208799999999, 3.5560489280000001, 
    5.770616263, 5.8016559320000001, 4.4697935830000004, 6.5967383829999999, 
    5.0660786419999999, 3.1305699979999999, 5.2516736750000002, 
    NA, 5.2213298129999997, 5.2314745870000001, 4.77677146, 4.3975723139999996, 
    4.2650772769999996, 4.0097451319999999, 5.2077290190000003, 
    3.5508478110000001, 4.0089704660000001, 2.6974481340000001, 
    3.5946266589999998, 3.1862709649999998, 3.1262993560000001, 
    4.0452256359999996, 6.916324897, 4.1913675420000001, 2.2999999999999998, 
    2.0460600329999998, 5.416483479, 4.7133085049999996, 3.7225406240000001, 
    2.7999999999999998, 2.6342466400000002, 4.8840080840000004, 
    4.4229639660000002, 2.1824109790000001, 5.0678731959999999, 
    3.3110609520000001, 5.5659231829999998, 4.062031706, 3.6363658060000001, 
    3.7407495829999999, 4.0370165800000004, 5.5148624890000004, 
    3.1090883300000001, 3.6885763969999998, 8.0009697049999993, 
    5.3398873690000004, 3.7724790690000001, 4.7218583919999997, 
    4.0781212929999997, 6.8124883130000002, 4.6245385790000002, 
    2.8463490880000002, 4.0062648279999999, 2.2507275569999998, 
    2.7000000000000002, 4.1610589679999999, 2.133553515, 4.2287761899999996, 
    7.7789603209999996, 3.1357677549999998, 6.147719339, 4.6763882240000001, 
    4.9900865899999998, 3.0869565049999999, NA, 6.3511283799999996, 
    5.0623073209999996, 1.894249206, 4.1007475979999999, 6.3180572140000004, 
    5.6612475030000002, 4.4062299359999999, 4.8993616250000001, 
    3.5326595140000001, 4.5242167589999998, 2.9136136559999999, 
    NA, 3.3297658079999999, 2.2007667720000001, 4.2766948280000001, 
    NA, 2.3320752410000001, 3.549437411, 7.0709824760000002, 
    4.1876514589999996, 3.0151170399999998, 4.363617874, 6.7285776080000002, 
    4.0807052280000002, 4.8933272519999997, 2.098105243, 5.8158103160000003, 
    3.6853457330000001, 2.4553880160000001, 3.0640545939999999, 
    4.1123156329999997, 4.1509283369999999, 3.3457434880000001, 
    2.5769380069999999, 5.3859962169999998, 3.176690802, 7.2328428000000002, 
    7.8288145050000004, 3.2416975830000001, 4.2000000000000002, 
    3.4659451300000002, 7.0601887469999998, 5.5780831849999997, 
    3.643609756, 4.1853957130000001, 3.7999999999999998, 3.0241890059999998, 
    3.246300127, 4.317626175, 3.1015661830000001, 3.652817186, 
    7.4472724650000002, 3.5687940029999998, 3.4217749419999999, 
    6.261825, 5.4137927680000004, 4.5712273640000003, 2.509358239, 
    4.4828018939999996, 3.0465966089999998, 7.1188741389999999, 
    2.200223008, 2.3823823659999999, 6.7593079109999996, 3.8388002129999999, 
    4.8871516750000001, NA, 3.2040601209999999, 4.4416164169999997, 
    6.7503562029999999, 7.0752095349999999, 0, 4.4918476089999997, 
    4.5161290960000002, 4.1565168129999996, 4.2526711949999996, 
    3.2165298760000001, 3.7999999999999998, 3.8120354349999999, 
    4.2292062870000002, 4.4566949630000003, 4.160181433, 2.4543738390000001, 
    6.5718231940000003, 7.3611752209999999, 6.0915063030000001, 
    4.896112756, 0.63705198299999999, 3.8941469369999999, 2.3247700080000002, 
    4.7819286779999999, 3.2350906959999999, 3.2293337919999998, 
    2.8066096620000001, 2.461703333, 2.0978570310000002, 4.1908603500000003, 
    5.7552230470000003, 5.9518221970000003, 4.6332535459999997, 
    6.5967383829999999, 5.0899206499999998, 3.694259519, 5.6073678210000004, 
    NA, 5.2314745870000001, 4.77677146, 3.7561653430000002, NA, 
    4.0097451319999999, 4.3346891669999996, 5.9472102019999999, 
    4.0089704660000001, 5.2303499740000001, 3.0412566440000002, 
    3.6020966329999999, 2.531119602, 4.180954657, 3.6218867889999999, 
    6.8249439980000002, 4.3218994659999996, 3.0013570299999999, 
    2.1522865520000001, 5.8767404689999996, 5.0244903770000002, 
    3.8065817690000001, 2.6342466400000002, 3.5837383599999999, 
    4.7872504439999997, 3.8362130859999999, 2.5013485289999999, 
    5.4721102940000002, 3.1303002790000001, 5.7171710170000001, 
    3.6363658060000001, 3.6889849620000001, 3.6719339469999999, 
    3.146424444, 5.4249938340000003, 3.6885763969999998, 4.1416795300000002, 
    8.2781970749999996, 5.3168101180000003, 3.9598638469999998, 
    5.3127660250000002, 3.7091538019999999, 6.792595607, 4.6595453449999997, 
    2.5964535620000002, 3.9924521099999999, NA, 2.87002303, 4.3655025350000001, 
    2.1106897610000002, 3.5963813070000001, 7.8411859210000001, 
    2.9104041679999999, 6.0032176039999996, 4.6636306830000001, 
    4.8526903619999997, 3.4623617289999999, NA, 6.1770775159999998, 
    5.2485071940000001, 2.3476536480000001, 3.9529141619999999, 
    5.6567398610000001, 5.5887549999999999, 4.5825141709999997, 
    4.6266244780000001, 3.8146664320000001, 4.6079424280000003, 
    2.6320616769999998, NA, 3.4457469440000001, 2.4866704500000001, 
    4.1495633989999998, NA, NA, 3.8308316470000001, 6.9681869389999997, 
    3.658785441, 3.1126392420000002, 4.8091664439999997, 6.4952434620000004, 
    3.7171468760000002, 4.8935637920000001, 3.0133534800000001, 
    6.0352277430000001, 3.905310225, 2.6033128830000001, 3.13754665, 
    4.513160193, 4.2481261369999999, 3.4265046629999998, 2.3785908330000001, 
    5.3903362640000001, 3.2813391670000001, 7.422403031, 7.7658267509999996, 
    3.796882643, 4.2529328800000004, 4.0161980990000004, 7.2483938160000001, 
    6.5768091670000004, 3.459169545, 4.5541984800000002, 4.0302651100000002, 
    2.9727378359999999, 3.4945902270000002, 4.2398279990000001, 
    3.2391012049999999, 3.47876743, 7.2313451830000002, 2.827718323, 
    3.1625251689999998, 6.3582665389999997, 5.6935542300000002, 
    4.6119588790000003, 2.5219734859999998, NA, 3.709675125, 
    7.5391834050000002, 2.2109173320000002, 2.6230211379999999, 
    6.8239320379999997, 4.3341437999999997, 5.4534025909999997, 
    NA, 3.5251637580000001, 4.4423130940000002, 7.5897077599999996, 
    7.4664304640000001, 3.6114424000000001, 4.9414453700000003, 
    3.4792198600000002, 4.1351332550000004, 4.5117219720000001, 
    3.9245430049999999, 3.93536302, 4.0512546460000003, 4.5091645570000001, 
    4.7666491070000001, 4.4348053329999999, 2.087541184, 6.3928641669999999, 
    7.2770643560000003, 5.8774107830000002, 4.8876688960000001, 
    1.064741417, 3.9444394429999998, 2.3826910830000001, 5.1333367589999996, 
    3.6549213869999999, 3.8008064789999998, 2.5974649890000001, 
    2.5064297099999999, 2.3429352030000001, 4.2756376249999999, 
    6.3715289759999996, 6.1542733060000003, 4.5998277119999997, 
    6.7999999999999998, 5.9118228390000001, 4.0383130700000001, 
    5.9728124219999996, NA, 5.2810959390000001, 5.2161853840000001, 
    4.2003402559999996, NA, 3.673959113, 3.7766404169999999, 
    6.6087793110000002, 4.4224349099999998, 5.3691766970000003, 
    3.144149117, 4.2140540409999998, 2.4409222939999999, 5.1083539670000002, 
    3.928695029, 7.0701901610000002, 4.5302158390000002, 7.0842198889999999, 
    2.893007501, 6.1963447159999996, 5.1359174169999999, 3.8520635479999998, 
    5.2107363940000004, 3.926426873, 4.6892763649999996, 3.146108597, 
    2.6068589960000002, 6.0609565439999997, 3.2693101260000001, 
    6.4345021740000004, 3.470476787, 2.6083966670000001, 3.8419433230000002, 
    3.0972359429999998, 5.4210842079999999, 4.4711494280000004, 
    5.5195713959999999, 8.2058574639999993, 5.7909306120000004, 
    4.8149116669999996, 6.1482767730000001, 3.6936450000000001, 
    6.6160674200000003, 4.6288168980000002, 2.5950198630000001, 
    3.5722711330000001, NA, 2.979103732, 3.8952486780000002, 
    1.84647158, 3.973850643, 7.4640868129999998, 2.9568904140000001, 
    6.0077036570000004, 4.8239889629999997, 4.6206632780000003, 
    3.954051717, NA, 5.9116922230000002, 5.0487621819999999, 
    2.5807675990000001, 4.0854302740000001, 5.3667301729999997, 
    5.2369704449999999, 4.4254532380000002, 4.4299984940000003, 
    4.0117937780000004, 4.7011419249999999, 2.5206041250000002, 
    NA, 3.7421339910000002, 3.1657074139999999, 3.5320879590000001, 
    NA, NA, 4.4648387940000003, 7.0472045110000003, 3.529532546, 
    2.9240646419999998, 4.9721905130000001, 6.8075307120000002, 
    4.0904260060000004, 4.6729208030000002, 4.0716906469999996, 
    6.013555448, 3.8772755380000001, 3.231986091, 3.5514796529999999, 
    4.9703971810000001, 4.857511948, 3.6173383509999999, 5.7962006700000002, 
    5.4398574049999997, 3.6810196149999999, 7.6138193220000003, 
    7.8391461500000004, 3.1782411910000001, 3.6910530270000002, 
    4.8571025150000002, 7.3429467070000003, 6.1824840019999998, 
    3.5894536110000002, 4.6798599669999996, 2.2875776989999999, 
    2.882162568, 3.461142631, 3.6319008880000001, 3.532552366, 
    3.35110047, 6.9330620239999998, 2.7195861699999999, 2.8687514310000002, 
    6.525839167, 5.964277525, 4.249745678, 2.5245947919999998, 
    NA, 3.9940099999999998, 8.0831828829999992, 2.2925533329999999, 
    3.0590222300000001, 6.5150294070000001, 4.5956575190000004, 
    5.7480866669999999, NA, 3.3072743120000001, 3.796711052, 
    7.6014529270000004, 7.7289531519999999, 3.296414167, 5.447576626, 
    5.0521889059999996, 4.4562857280000001, 4.4680538680000002, 
    3.9626006039999999, 4.2124508729999999, 3.9603014779999999, 
    7.4999920370000002, 4.7872135980000001, 4.9858696220000001, 
    2.3237999220000001, 6.1498859110000001, 7.0268506479999999, 
    5.569111715, 4.8552870050000001, 1.3729335359999999, 4.3229821670000002, 
    2.315545921, 5.2496747819999996, 3.3754273609999998, 4.5129650220000004, 
    3.2753704639999999, 2.5064297099999999, 2.6093074999999999, 
    3.8766119109999999, 6.6223403080000001, 6.512414111, 4.2311249369999997, 
    6.7999999999999998, 6.0204078929999998, 3.702502366, 6.2565125549999996, 
    NA, 5.2161853840000001, 3.4782025000000001, 3.9273595120000002, 
    NA, 3.1997509659999999, 3.0945808330000002, 6.3223543590000002, 
    4.2970117339999998, 5.2785646130000003, 2.9082920959999998, 
    3.5833484050000002, 2.6377898549999999, 4.8818019269999997, 
    3.8330948280000001, 7.0842198889999999, 4.3682169149999996, 
    3.2999999999999998, 3.1835125139999998, 6.1897635749999997, 
    5.2107363940000004, 3.926426873, 2.7000000000000002, 3.6000000000000001, 
    4.7304347839999998, 2.8650975280000002, 2.805561167, 6.0690730139999998, 
    3.1576231840000002, 7.2361129679999996, 3.4114436279999998, 
    2.412713868, 4.2405224910000001, 3.1396440239999999, 5.5195713959999999, 
    4.4736491039999997, 4, 7.9195890799999997, 6.3755586080000004, 
    4.7000000000000002, 5.9833506810000001, 3.779865021, 6.6100414389999997, 
    4.9850352449999997, 2.979103732, 3.1294271669999998, NA, 
    3.2000000000000002, 3.7492238769999999, 1.8256616670000001, 
    4.0576124870000001, 7.6970971989999999, 3.4157308300000002, 
    6.2956035769999996, 4.6942614059999999, 4.5290950419999998, 
    3.7588352170000001, NA, 5.8064498039999997, 5.1925495860000002, 
    2.7333879489999999, 3.9730178569999999, 5.9194923160000004, 
    4.7395417579999997, 3.760344167, 4.0993290910000004, 3.7095388429999998, 
    5.0570603240000001, 2.618113938, NA, 3.4391608300000001, 
    2.9420150719999998, 3.3556625580000001, NA, NA, 4.2835987380000002, 
    7.2205536160000001, 3.4384777249999998, 2.9674899309999998, 
    5.0366341439999998, 6.5860004310000004, 4.2257912700000002, 
    5.0103858519999998, 4.1760339210000001, 5.7962006700000002, 
    3.7223743919999999, 3.3406144640000002, 3.2069693030000002, 
    5.4101288590000003, 4.8297383329999999, 3.6910530270000002, 
    2.8999999999999999, 6.1002970679999997, 3.2677223209999999, 
    7.3227780029999998, 7.5947969569999998, 2.2875776989999999, 
    4.5999999999999996, 4.7846058520000003, 7.3348310379999999, 
    6.3360833320000003, 3.7190661120000001, 4.1110113330000004, 
    3.8999999999999999, 2.864077982, 3.4735724910000001, 3.0434763330000001, 
    3.6887917840000002, 2.9107259669999999, 6.3159524999999999, 
    3.0378354120000002, 2.8846032570000002, 6.1053206590000002, 
    6.1713725000000004, 3.7591141060000002, 2.5858490559999998, 
    NA, 3.8999999999999999, 7.9949344269999996, 2.1306468569999999, 
    3.296414167, 6.4609535830000002, 4.4334815010000002, 5.683238115, 
    NA, 2.7859816670000002, 4.2124508729999999, 8.0101622219999999, 
    7.4999920370000002, 3.2598430629999999, 5.4192583809999997, 
    4.9190234579999998, 4.6536285949999998, 4.8566790019999999, 
    3.3542012809999999, 3.8999999999999999, 4.237872758, 6.011134245, 
    4.4266506430000003, 4.8226384290000004, 2.2671700420000001, 
    5.658446745, 6.7851742310000001, 5.6267600399999997, 5.2623143570000002, 
    1.244040807, 4.3924349170000001, 1.821336667, 4.9774749949999997, 
    3.3198385560000001, 4.6966656799999997, 3.615388104, 3.3736174999999999, 
    2.4004086529999999, 3.3996838330000001, 6.9886533650000002, 
    6.9835690699999997, 4.1872003959999997, 7, 4.9491005670000003, 
    3.2981160420000002, 6.3974636340000002, NA, 5.1003002180000001, 
    4.9000000000000004, 4.2634954890000003, NA, 2.3202626359999998, 
    2.2263866380000001, 5.939090631, 4.0580169010000002, NA, 
    2.9307830799999999, 4.0208392079999999, 2.933533959, NA, 
    3.7078580799999998, 6.8054366489999998, NA, 3.2000000000000002, 
    3.221755736, 6.1733623550000001, 5.1555275050000002, 4.0047540990000003, 
    2.5, 3.5, 5.1554969169999998, 3.1463304220000001, 2.786559241, 
    6.188794058, 3.7046563020000001, 7.1494996940000002, 3.5263543730000002, 
    2.36690377, 4.8996265000000001, 3.4677411509999998, 5.3866310190000002, 
    4.338604557, 4.2000000000000002, 7.5061796940000001, 6.5142194169999996, 
    4.7000000000000002, NA, 3.68285171, 7.1178887399999997, 4.8507517240000002, 
    3.5698541920000002, 3.3924953430000002, NA, 3.1000000000000001, 
    3.3172013599999999, 3.2000000000000002, 3.8598387839999999, 
    8.2291166360000005, 3.4451064690000002, 6.7275275209999998, 
    5.2400236380000003, 4.7205915279999999, 3.5737916670000001, 
    NA, 5.8762610039999998, 5.2779567979999999, 2.816979415, 
    3.905430725, 5.8733596539999997, 5.2804734140000003, 3.8468556569999999, 
    3.4160142329999998, 3.9137422310000001, 5.4382697609999999, 
    2.7804366250000001, NA, 3.0731274160000002, NA, 3.0690940590000002, 
    NA, NA, 3.8552196219999999, 7.4965721649999999, 3.4188340020000001, 
    3.1871525100000002, 4.8874374569999999, 5.8562062790000002, 
    4.1930152190000003, 5.1764240829999997, 3.8824452900000002, 
    5.9391071860000002, 3.736384095, 3.351905833, 3.0389093890000001, 
    5.2093613120000004, 4.84352714, 4.0177854059999998, 2.8999999999999999, 
    6.5046363500000002, 2.8381247859999998, 7.1599973849999996, 
    7.539424898, 2.4247200420000001, 4.4000000000000004, 4.1991776569999999, 
    7.5145066189999996, 6.6049849600000003, 3.5086363180000002, 
    3.824168019, 3.7999999999999998, 2.5686571809999998, 3.4438892380000001, 
    3.0578674750000001, 3.481056079, 3.135714315, NA, 3.1965714140000001, 
    3.1294064399999999, 5.5387700000000004, NA, 4.079709502, 
    2.7135552500000002, NA, 3.7999999999999998, 8.0313472570000002, 
    2.4334977929999999, 3.9611063089999998, 6.5372204270000003, 
    4.3943416219999998, 5.2574090150000004, NA, NA, NA, 8.2710483109999995, 
    7.3492509229999996, 3.025720878, 5.0803734739999999, NA, 
    4.3262627309999999, 5.1224526150000003, NA, 4, 4.7221316780000002, 
    6.6881341680000004, 4.1692092240000003, 4.5775737379999999, 
    2.1051801459999999, 6.2077747280000004, 6.976720856, 5.7041356199999997, 
    5.1714658260000004, 1.221750739, 4.6510408920000001, NA, 
    4.6286913390000004, 3.1582614599999999, 4.3867508329999998, 
    3.5227041670000001, 3.2999999999999998, 2.2073425000000002, 
    3.1334233330000001, 6.771248333, 7.1748849999999997, 4.8763183330000004, 
    7.7000000000000002, 4.8669358330000003, 3.41404, 6.4627683329999996, 
    NA, 4.9121408329999996, 5.2000000000000002, 5.4339208330000002, 
    NA, 1.973469167, 1.159859167, 5.9006175000000001, 3.6754533330000001, 
    NA, 3.0155358329999999, 4.7362374999999997, 2.8983116670000002, 
    NA, 3.6835558329999998, 6.6905533330000004, NA, 3, 3.0030741669999998, 
    6.0696108329999996, 4.9899825, 3.9772799999999999, 2.6000000000000001, 
    3.5, 5.1124841669999999, 2.8940025, 2.6718150000000001, 6.1883333330000001, 
    4.0537450000000002, 7.646668333, 3.4686824999999999, 2.7307324999999998, 
    5.0040825, 3.9294775, 5.1692799999999997, 3.8124358329999999, 
    4.5999999999999996, 7.0299133329999997, 6.3257683330000001, 
    4.5, NA, 3.4193475000000002, 6.9109458330000004, 4.245558333, 
    3.669606667, 3.4618741669999999, NA, 2.7000000000000002, 
    2.8094233329999998, 3.2000000000000002, 3.5227983329999999, 
    8.1630308330000005, 3.3277583329999998, 6.6127450000000003, 
    5.9139474999999999, 4.7892908329999999, 4.2000000000000002, 
    NA, 6.0397608329999999, 5.5944441669999998, 2.6003183330000001, 
    3.9011083329999998, 5.6661166669999998, 5.8569100000000001, 
    3.9517275000000001, 2.9331016669999999, 4.3744766669999997, 
    5.5959000000000003, 2.5746866669999999, NA, 3.284608333, 
    NA, 2.7053091669999998, NA, NA, 3.898329167, 7.7612683330000003, 
    3.4715666669999998, 3.1964708329999998, 4.7958258330000003, 
    5.4913875000000001, 4.4029366669999996, 5.1600900000000003, 
    3.323864167, 5.60968, 3.7006416670000002, 3.1617384020000001, 
    3.0599241670000001, 4.8915666670000002, 4.8596216669999999, 
    3.9971450000000002, 2.8999999999999999, 6.2435391669999998, 
    2.7755066670000001, 7.1281100000000004, 7.9786400000000004, 
    2.7516075, 4.0999999999999996, 4.2933075000000001, 7.3663066669999999, 
    6.2881150000000003, 3.2068783330000001, 3.8378141669999999, 
    3.8999999999999999, 2.486335, 3.3767299999999998, 2.8510575, 
    3.0237208330000001, 3.3200308330000001, NA, 3.250105, 2.9760358330000001, 
    4.7000000000000002, NA, 3.6160549999999998, 2.7219674999999999, 
    NA, 3.7000000000000002, 8.2099991669999994, 2.9157391669999999, 
    4.739315833, 6.4801058329999996, 4.3912766669999996, 4.8415266670000001, 
    NA, NA, NA, 8.2628241669999998, 7.1339441670000001, 3.002764167, 
    5.033525, NA, 4.4846583329999996, 5.0742558329999996, NA, 
    4.2000000000000002, 4.9160458330000001, 6.1903908330000004, 
    4.0077100000000003, 4.3725533329999999, 2.0771266669999999, 
    7.0008575000000004, 7.0148891669999998, 5.7778541670000001, 
    4.6444416669999997, 1.2987441669999999, 4.9477266670000004, 
    NA, 4.1809008329999999, 2.733803333), ef_legal_protection = c(4.5122277730000002, 
    4.6899521350000004, 2.5123641870000002, 4.2559945580000003, 
    5.6643168130000001, 7.9983043670000002, 8.0925647420000004, 
    6.3218355180000003, NA, 7.4357128149999996, 5.0832899420000004, 
    6.4984980569999999, NA, 7.9075177520000004, 7.3851062919999997, 
    4.9888221420000001, 6.7053739229999998, 3.41251835, 3.6283795030000001, 
    6.8132281299999997, 5.5180255569999996, 5.6592067080000001, 
    4.1832097370000003, 4.1639264220000003, 3.3762848380000001, 
    4.6588619549999999, 5.1028482119999996, 8.3807404830000003, 
    5.3163830430000001, NA, 3.1667566300000001, 7.0691680899999998, 
    5.9602848679999996, 4.8016607770000004, 3.9648028219999998, 
    NA, 6.3025037450000001, 5.4021950140000001, 4.3839768570000004, 
    5.8688370379999997, 6.0514354700000004, 8.1816752749999999, 
    4.8204664380000004, 3.805727562, 4.8821548620000002, 4.1652027770000002, 
    7.342769305, 5.3362139070000003, NA, 9.2880654329999999, 
    7.290585042, 5.1475551580000003, 5.8416740100000002, 6.1281951269999997, 
    7.59893179, 5.5140821129999997, 4.8091737429999997, 4.9846613399999997, 
    5.8838383350000001, NA, 4.5346006120000002, 2.789855003, 
    4.6160554879999998, 8.6296296120000004, 3.840788205, 8.1733155249999996, 
    5.5995257699999996, 6.0309704149999996, 4.7449572880000002, 
    NA, 8.2937455179999997, 7.5854380929999996, 5.0419624650000001, 
    5.9800855320000004, 8.4493271520000004, 6.5159797670000001, 
    5.1501695319999996, 5.9662636119999997, 6.5608334529999999, 
    6.03773435, 4.2016621430000001, 4.8290618270000003, 5.061287085, 
    5.3026938430000001, 4.4174969199999996, 4.6135004369999999, 
    3.2780821750000002, 5.5707104999999997, 8.8556742669999995, 
    5.1168358300000003, 3.568184773, 4.8267042629999999, 7.2651982300000002, 
    4.3706715100000002, 6.8789792070000004, 2.6073495549999999, 
    6.4838329950000002, 4.9574967230000002, 3.8395142550000001, 
    4.4163934380000001, 5.0051728879999997, 6.1617573099999996, 
    4.4929977250000004, 3.4096095059999998, 7.0365047450000002, 
    5.3576835000000003, 8.6842934280000001, 8.844600518, 4.0942029150000003, 
    NA, 4.6275631580000001, 8.6114899319999996, 7.414800327, 
    4.3348030250000003, 6.3738210999999998, 4.1151023609999999, 
    4.456478755, 4.4854474069999997, 5.4410592720000004, 5.1122490569999997, 
    6.1527458829999997, 7.6585499449999999, 5.640152295, 4.3205233420000004, 
    7.4543086680000004, 6.7532316850000003, 5.4525733000000001, 
    3.9269363880000001, 5.7092197730000001, 4.2843858399999997, 
    8.9273095130000009, 5.2253452930000002, 5.631730557, 5.858711402, 
    6.0841282220000004, 5.2399897580000001, NA, 5.5646187070000002, 
    4.6527779100000002, 8.2723553980000002, 9.2344951630000001, 
    5.8555555339999996, 7.6486810050000003, 5.7568788529999999, 
    5.1427610719999999, 5.1535296429999997, 2.9973928289999998, 
    NA, 5.4487593969999999, 5.83028396, 5.5908155429999997, 5.0660538669999999, 
    3.8041575750000001, 8.1969992319999996, 8.8292535149999996, 
    7.8621371580000003, 6.4737717320000003, 1.149376035, 4.9931800370000001, 
    3.2528007030000001, 5.5971201270000002, 2.5682501000000002, 
    4.228486942, 4.3883495410000002, 2.5123641870000002, 3.6550304649999998, 
    5.4823466229999998, 8.090725441, 8.1941860490000007, 5.4046515089999998, 
    NA, 7.4357127949999997, 4.7345694700000003, 6.4984980569999999, 
    NA, 7.8861314739999999, 7.3851062919999997, 4.7386017239999996, 
    6.2303407450000003, 3.41251835, 3.5687556840000001, 6.7129160920000004, 
    5.2158883280000001, 5.450450579, 4.4764559400000001, 4.1639264220000003, 
    2.9342568029999998, 4.735173552, 5.1313417550000002, 8.1712328860000003, 
    5.4180301030000004, NA, 3.344730781, 7.1242440609999997, 
    5.868727647, 5.1827051610000003, 4.5652174949999997, NA, 
    6.0089545610000004, 5.4021950140000001, 4.6811714650000003, 
    5.4438432329999999, 5.8565876570000004, 7.9605309650000002, 
    5.0378811729999997, 4.3823510309999998, 4.9032209599999996, 
    4.6816598120000004, 7.5720905289999996, 5.0461432479999999, 
    NA, 9.1173254079999992, 7.416049321, 5.1475551580000003, 
    5.3631592970000002, 6.2910222300000003, 8.0214712719999994, 
    5.4453125, 5.1004657829999998, 5.5428006500000002, 2.7079653179999998, 
    NA, 4.5346006120000002, 2.6147594989999998, 5.2417550390000001, 
    8.6756466939999992, 3.117309385, 8.0487595459999994, 4.9029530049999996, 
    5.5930104900000002, 4.7570413829999998, NA, 8.6496469709999992, 
    7.3000611969999998, 4.9920150899999998, 6.1805568319999997, 
    8.6191512059999997, 6.6662714459999997, 5.6085291799999997, 
    5.5981359550000001, 6.4470454449999997, 5.7257998829999996, 
    4.2211415370000003, 4.5977878150000002, 5.6889816360000003, 
    5.4866587920000001, 5.3629806149999997, 5.3123043250000004, 
    3.2780821750000002, 5.6196678899999997, 8.8720989069999998, 
    5.1168358300000003, 3.63276932, 4.9909434680000002, 7.1517163909999999, 
    4.5728994170000004, 6.6946053489999997, 2.9085183419999998, 
    6.5949038770000001, 5.1331748859999999, 3.5660708680000002, 
    4.6346218830000003, 4.8143269929999999, 6.1085572880000001, 
    4.4021872379999998, 3.4096095059999998, 7.065214858, 5.1242923290000002, 
    8.6410740229999998, 8.5849670800000002, 3.743634277, NA, 
    4.9912671810000004, 8.6222670699999995, 7.4148006769999997, 
    4.1402130860000002, 6.517225432, 4.1151023609999999, 4.6132063189999997, 
    5.0091062920000002, 5.195815487, 5.3877500300000003, 5.8136406970000003, 
    7.9382294550000001, 4.9159869470000004, 4.1379794529999998, 
    7.8425567679999997, 7.1365552450000003, 5.2927846680000004, 
    3.654882272, 5.2526470569999999, 4.147474538, 8.8501406399999993, 
    5.2884284109999999, 5.5868326589999997, 7.3907759579999999, 
    6.0920621109999997, 5.5925806360000001, NA, 5.5646187070000002, 
    5.8555555339999996, 8.8727602409999999, 9.1525448950000001, 
    5.8555555339999996, 7.6701960070000004, 5.7568788050000004, 
    4.8973095730000002, 5.0081139639999996, 2.9973928289999998, 
    NA, 5.1222703369999998, 5.8688974370000002, 5.5908156360000003, 
    5.3946524489999996, 3.3752050919999999, 7.9021593440000002, 
    8.8005884709999993, 7.687730094, 6.9509432489999998, 1.0803276260000001, 
    4.9592594810000001, 3.35226355, 5.7982460140000001, 2.6366665359999999, 
    3.4139951129999999, 4.5801967289999999, 2.5123641870000002, 
    3.126702452, 4.9306916559999996, 8.1258123199999996, 8.1438519889999998, 
    4.6820070129999998, NA, 7.2425049399999999, 4.09800436, 6.6944468050000001, 
    NA, 7.3851062919999997, 7.4143275370000001, 4.7692306840000001, 
    5.912719311, 4.0650205350000004, 3.5598707200000002, 6.4868511140000003, 
    4.8572206510000004, 4.9892753619999999, 4.3274815059999998, 
    4.1639264220000003, 2.9343241770000001, 4.2916595219999998, 
    4.8836912310000002, 8.3407961799999999, 5.0667233180000002, 
    NA, 3.223190459, 6.7936903739999996, 5.7458731820000004, 
    5.087773522, NA, NA, 5.9772914090000002, 5.4082437729999997, 
    4.6558328710000003, 5.7763582339999999, 5.6873450999999999, 
    7.8930103559999996, 5.0171062989999999, 4.8850576080000003, 
    4.9032209599999996, 4.5326087309999998, 7.2850589829999999, 
    4.55230757, NA, 9.0396677729999997, 7.5920615729999996, 5.3071384139999997, 
    5.244606257, 5.5651853679999999, 8.0199355180000005, 5.2968479989999997, 
    5.0191682450000004, 5.3560756249999999, 2.7079653179999998, 
    NA, 4.5346006120000002, 2.6147594989999998, 5.2417550390000001, 
    8.6756466939999992, 4.0824962640000004, 7.492939765, 4.6080624610000003, 
    5.5280309379999997, 4.9119214309999997, NA, 8.4530495339999998, 
    6.7561445490000001, 5.0896353630000002, 5.8469348480000001, 
    8.6343180390000001, 6.3832444539999997, 5.3940568420000004, 
    5.3246796950000004, 5.973611236, 5.5650655550000003, 3.8321183300000001, 
    4.2776381499999996, 6.1977738020000004, 5.109482442, 5.7221698539999997, 
    5.6666668260000002, 3.2780821750000002, 5.4776771269999998, 
    8.7215604419999995, 5.5920990039999996, 3.4472501389999999, 
    5.2601982749999996, 7.2513708880000003, 4.5809162719999996, 
    6.5505955030000003, 2.4650695859999998, 6.8240438599999997, 
    5.0029157719999997, 3.7215004380000001, 4.4640046160000004, 
    5.1082611680000003, 6.1505582729999997, 4.1990691870000001, 
    3.4096095059999998, 6.7980245520000002, 4.5482718269999998, 
    8.3453655829999995, 8.4941655009999995, 3.743634277, NA, 
    4.6895937740000004, 8.3142195040000004, 6.8084963439999999, 
    4.1151023609999999, 6.0929193870000002, 3.7944126319999998, 
    4.3669161230000002, 4.5895698429999996, 5.1947579380000004, 
    5.495304236, 6.1605880720000004, 8.3095952210000004, 4.8120021260000003, 
    3.8896102159999999, 7.6178657190000001, 7.230941982, 5.254420155, 
    3.5108142550000001, 5.2526470569999999, 3.8577560919999998, 
    8.7804911669999992, 4.9993093750000002, 5.5404010760000002, 
    7.4517361040000001, 5.5646187070000002, 5.5316675550000003, 
    NA, 5.5367603089999999, 5.8555555339999996, 8.2134301660000002, 
    8.8905728409999991, 5.4913387279999997, 7.8097024309999998, 
    5.3347545729999997, 4.1768760680000003, 5.169020454, 2.9973928289999998, 
    NA, 5.0422642169999996, 5.5852293289999997, 5.715892395, 
    4.818634125, 3.245650232, 7.4327842559999997, 8.8111064260000003, 
    7.5748953280000002, 6.8760266630000002, 0.99032921900000004, 
    4.849589827, 6.4988091360000002, 5.916442473, 2.3290745240000001, 
    2.9559380590000002, 4.53773903, 2.5123641870000002, 2.7054971239999999, 
    5.2559618910000001, 7.5128459889999997, 8.0739708540000006, 
    4.6820070129999998, NA, 7.0779741950000004, 3.7545016019999999, 
    6.6944468050000001, NA, 7.4143275370000001, 7.3513320679999996, 
    7.0999787730000001, 5.6195420299999999, 4.0846814020000002, 
    3.6889501600000001, 6.4996609139999997, 4.9892753619999999, 
    5.9973540139999999, 4.1133263969999998, 4.1639264220000003, 
    2.9343241770000001, 3.9129234140000002, 4.3933588180000003, 
    8.3150604809999997, 4.627295588, 4.791649262, 2.516518955, 
    6.6364066250000002, 5.8125309009999997, 4.7706419880000004, 
    4.7256937450000001, NA, 5.966561521, 4.2219659719999996, 
    4.65497037, 5.5480381019999996, 5.005646788, 7.8299064510000003, 
    4.7097937060000001, 4.7140149679999999, 4.2614571039999998, 
    4.3371186399999999, 6.9708142769999997, 3.9988306040000001, 
    4.4962585229999998, 8.9776927339999997, 7.571235948, 4.8808253089999996, 
    5.3571329590000003, 4.764383467, 7.7318926750000001, 5.471742742, 
    4.844420832, 4.7428236730000002, 2.7079653179999998, 0, 4.6027236949999999, 
    2.2129252730000002, 4.4867353300000001, 8.4440359960000002, 
    4.557976568, 7.1440311049999998, 5.1077911269999996, 5.4776239990000004, 
    4.7610498010000004, NA, 8.1248751650000006, 6.3463422429999996, 
    5.0169378370000004, 5.6286750120000004, 8.2401778360000009, 
    6.816881145, 5.1857042699999996, 5.3459701629999996, 5.3553460580000003, 
    5.7210756790000001, 3.6221284250000001, NA, 5.9857602950000004, 
    4.2131467819999999, 4.3270991370000003, NA, 3.2780821750000002, 
    5.4137430210000002, 8.5171725970000001, 5.9183414790000004, 
    3.440490214, 4.789862931, 7.1599722139999997, 4.0019520929999999, 
    6.7379920120000003, 2.5453814640000001, 6.8474386120000004, 
    4.94076586, 3.6043092240000001, 4.3787265040000003, 5.1725733299999996, 
    6.4232053479999998, 3.927917066, 2.8223793829999999, 6.786389818, 
    3.8955787439999998, 8.0741972040000007, 8.2619976299999998, 
    3.4959633079999999, 4.1012528330000002, 3.9928538499999999, 
    8.3198214109999995, 7.0707672849999996, 3.7944126319999998, 
    5.8358025189999996, 8.2717601720000005, 3.6930966289999998, 
    4.2288681710000002, 5.4665280510000001, 5.5403828539999997, 
    6.4100533649999996, 8.3269738229999994, 4.9253322659999998, 
    3.8896102159999999, 7.1071983330000004, 6.868123915, 4.9104311200000001, 
    3.5762091709999999, 5.2526470569999999, 4.0021148310000001, 
    8.7290531429999998, 4.7371506390000002, 5.2989924000000004, 
    7.6662997060000002, 5.5367603089999999, 5.5056817240000004, 
    NA, 3.7560531909999999, 5.4913387279999997, 7.8201034829999996, 
    8.7269357690000007, 0, 7.882442513, 4.7543859480000004, 4.2463697820000004, 
    5.1542565370000002, 2.9973928289999998, 7.9940028009999997, 
    5.2134550759999998, 4.9929452080000001, 5.9362988879999996, 
    4.00277759, 2.829519296, 7.4327842559999997, 8.6982510709999996, 
    7.2488381439999996, 6.4988091360000002, 0.869959496, 4.3421237159999997, 
    3.4713999200000001, 6.0234616499999998, 2.2840860219999999, 
    3.0756114999999999, 3.7069410770000002, 2.9411766670000001, 
    2.4519766120000002, 5.9257559909999999, 7.0588911469999998, 
    8.1465182620000007, 4.9645156019999996, NA, 7.5149810080000004, 
    3.9252684859999998, 6.7288876420000001, NA, 7.3513320679999996, 
    7.0999787730000001, 4.0662845169999997, NA, 3.6889501600000001, 
    4.4653200000000002, 6.5716709260000004, 5.9973540139999999, 
    5.966230521, 4.2299854979999996, 4.451309857, 2.7757396669999999, 
    4.4054218870000001, 4.7495259809999997, 8.3910278760000008, 
    4.791649262, NA, 2.3758716010000001, 6.8413364999999997, 
    6.0370749999999997, 4.7256937450000001, NA, NA, 5.9567269559999998, 
    4.0344376280000001, 4.6539509219999999, 6.2361314910000001, 
    4.8119612360000001, 7.3953046269999998, 4.7140149679999999, 
    4.6434245069999998, 4.5308693079999998, 4.2269650639999998, 
    6.8938759440000004, 4.4962585229999998, NA, 8.9649592019999993, 
    7.7839282299999999, 5.2180250560000001, 5.6031123489999999, 
    4.0085352759999999, 8.0674284650000008, 5.397635213, 4.8198063080000004, 
    4.7187328009999998, NA, NA, 4.8069121729999997, 1.886398284, 
    3.963639771, 8.5001229570000003, 4.5015249769999999, 6.9670460260000002, 
    5.6277367619999996, 5.1103084760000002, 5.5135628280000004, 
    NA, 7.8723865039999996, 6.6385797389999999, 5.4380691539999999, 
    5.5168937729999996, 8.0240615280000007, 7.2122766670000003, 
    5.4282546070000004, 4.8525248239999996, 5.912191076, 6.6960241800000002, 
    3.1616863749999999, NA, 5.5742021370000003, 4.8729109959999999, 
    3.7926797250000002, NA, NA, 5.4057171720000001, 8.3753464070000003, 
    5.7697664270000004, 3.246883059, 4.7110453550000004, 6.9996715180000004, 
    3.7750354370000001, 7.5529529169999998, 2.952154755, 6.7995990759999998, 
    5.3203072880000004, 3.61955457, 4.2614243289999996, 5.374457069, 
    6.3502733109999996, 4.0993057840000002, 2.5152999999999999, 
    6.8143730700000003, 4.1012528330000002, 8.2772586169999993, 
    8.232342332, 3.8902378569999998, NA, 4.0670440220000001, 
    8.2717601720000005, 7.6707616669999998, 3.906287313, 6.3949162790000003, 
    NA, 3.4379616710000001, 4.5018579509999999, 5.5754543600000002, 
    5.4859736899999998, 6.4101654650000004, 8.2985827180000005, 
    4.9042252059999996, 3.3881892320000002, 7.0658214099999999, 
    7.2288014240000003, 5.0107587799999997, 3.6351064040000001, 
    NA, 4.5314798329999997, 8.8913685030000007, 4.8947942639999997, 
    5.4238073240000002, 7.7078562049999997, 6.1790386330000002, 
    5.6189987239999999, NA, 4.3073287850000002, 5.2861427250000004, 
    8.0996991339999997, 8.7361442890000003, 5.6837812430000003, 
    7.9940028009999997, 6.4136203429999998, 4.6520968639999998, 
    5.1302443350000004, 3.0250331209999999, NA, 5.3737019999999998, 
    5.4184321090000003, 6.1252388910000004, 4.438002311, 2.5181754860000001, 
    7.3062466669999999, 8.5989887500000002, 6.9510050339999996, 
    6.452630589, 1.017163102, 4.1770078049999997, 3.7151167530000002, 
    6.0924693169999999, 2.7444801160000001, 3.56109163, 2.5640553970000002, 
    2.8537127290000002, 2.7461827030000001, 5.5764769650000003, 
    7.4242792379999996, 8.0816440269999994, 4.9271782719999999, 
    NA, 7.7770015519999998, 4.3824659830000003, 7.2987323469999996, 
    NA, 7.0999787730000001, 7.2784835650000002, 4.7950313080000004, 
    NA, 3.6323008300000001, 3.9039255000000002, 6.4371418680000003, 
    6.1088865229999998, 5.9237515119999999, 4.1695538250000004, 
    5.495495, 2.4158929929999999, 4.6797696970000002, 4.6627084080000003, 
    8.3932025869999993, 4.999292305, NA, 2.6330312400000002, 
    6.9316946499999998, 6.4277844450000003, 4.6747471420000002, 
    NA, NA, 5.7652719250000004, 3.7299652079999999, 4.5944948170000002, 
    7.072889472, 5.1334190800000004, 7.5128748420000004, 4.8188726900000001, 
    3.9241700000000002, 5.0331964850000004, 4.6204961750000004, 
    6.9889760479999996, 5.1133596250000002, NA, 9.0856043619999998, 
    7.8833708280000003, 6.4547016670000001, 6.4400662850000003, 
    3.4514499999999999, 8.0541445229999997, 4.770511162, 5.2874662199999998, 
    4.541914513, NA, NA, 4.367090965, 1.7588491479999999, 4.3432223849999998, 
    8.5020972300000004, 4.6984087949999997, 6.8636317929999997, 
    5.6359049099999998, 5.0933969579999996, 5.977977783, NA, 
    7.9741194420000001, 7.1383459780000003, 5.4745092870000001, 
    5.3118840599999997, 7.9834322479999997, 7.1338670950000003, 
    5.1329012450000002, 4.2911489930000002, 6.1063991120000001, 
    6.909966485, 2.3354325829999998, NA, 5.3992022750000004, 
    5.4900053719999997, 3.7956979070000001, NA, NA, 5.4902326979999998, 
    8.7419403130000006, 5.0412453470000003, 2.640318368, 4.8687290670000003, 
    7.2870149770000001, 4.3380276450000004, 7.6003426669999996, 
    4.0569096580000004, 6.9574845669999998, 5.3593066619999998, 
    3.8905560000000001, 4.0554617019999997, 5.9789056230000002, 
    6.0141385249999999, 4.2326297930000001, NA, 6.7954442730000002, 
    4.1857901279999998, 8.390165648, 8.5255947370000005, 3.8790670779999998, 
    NA, 3.9520489479999998, 8.2179094730000006, 7.4798621199999999, 
    4.1147560969999999, 6.4856768279999999, NA, 3.3329101900000002, 
    4.6232587629999999, 5.168960867, 5.607424848, 6.3553953400000003, 
    7.5576797600000001, 4.7510638030000001, 2.9874489770000001, 
    6.9939266670000002, 7.6236881280000004, 5.122866803, 3.517929708, 
    NA, 4.2690033329999997, 8.9627449200000004, 5.141065888, 
    5.6837812430000003, 7.3358769019999999, 6.4136203429999998, 
    5.5266966670000004, NA, 4.3237674699999999, 5.0611198679999996, 
    8.1729154279999996, 9.0654703449999996, 5.6787866669999998, 
    8.0882856949999997, 4.6810781730000004, 4.347382853, 4.5356903129999999, 
    2.7204334320000001, NA, 5.1088606270000003, 9.0707380059999991, 
    5.9079173479999998, 5.1116754579999997, 2.8851644350000001, 
    7.0295100850000001, 8.673732437, 6.6336516879999996, 6.6756714270000002, 
    1.3202217919999999, 4.2008438330000004, 3.864252048, 5.7817418900000002, 
    2.6713809999999998, 4.0462212720000004, 3.469970725, 2.8537127290000002, 
    2.9219771049999999, 4.6248270390000004, 7.5878545129999999, 
    8.2317088839999997, 4.7343209259999997, NA, 7.8637324130000001, 
    4.4420206000000002, 8.0440269279999992, NA, 7.2784835650000002, 
    4.7327216669999999, 5.5495753150000002, NA, 2.8022721650000002, 
    3.2177766669999999, 6.8604993030000001, 5.6873469249999999, 
    6.0625481849999998, 3.8226528869999998, 5.487462388, 2.8400149419999998, 
    4.6254878049999997, 4.380307352, 8.3238353259999993, 4.661620847, 
    NA, 2.6116753909999999, 6.7278707610000001, 6.7361224240000004, 
    4.8548888960000003, NA, NA, 5.5069466379999996, 3.544123334, 
    4.8801968330000003, 7.3585890010000004, 5.1443170819999997, 
    8.4161416130000006, 4.7934797199999997, 3.6813585870000001, 
    5.2100846919999997, 4.6040099049999998, 7.173060542, 5.7265792290000004, 
    NA, 9.0770485389999997, 8.2461858590000006, NA, 6.8205679100000003, 
    3.7149432029999998, 7.8764370570000004, 5.0288044850000002, 
    5.7710299760000003, 4.3082913129999998, NA, NA, 4.424181784, 
    1.9578500000000001, 4.5537651200000004, 8.5405689460000005, 
    5.5422529709999999, 6.9617719439999997, 5.4877578580000002, 
    4.9422024999999996, 5.6303404739999996, NA, 8.3131501550000007, 
    7.1450051529999996, 5.4164111039999998, 5.519112249, 7.8143453190000001, 
    6.9778691220000004, 4.292433333, 4.4187866339999999, 5.9205410829999998, 
    6.628990752, 2.365501643, NA, 5.2161641479999998, 5.7610081009999998, 
    4.0780233060000004, NA, NA, 5.5801077670000003, 8.8215910480000002, 
    4.4193401550000004, 2.9684819830000002, 5.0316662110000001, 
    7.1898697240000002, 4.1057554520000004, 7.0857471670000001, 
    4.2698312930000002, 7.0587191159999998, 5.0539899879999997, 
    3.8629578260000001, 3.840694015, 6.199912114, 5.6212983330000004, 
    4.1684366659999998, NA, 7.2795980340000002, 3.6501307669999998, 
    8.0559913059999992, 8.0741422059999994, 3.6893961499999999, 
    NA, 3.6875935969999998, 8.2226641059999999, 7.540841608, 
    4.0771711059999998, 6.2521521590000004, NA, 3.391446561, 
    4.7825403160000004, 4.3497296670000001, 5.8953839700000001, 
    6.3102867890000001, 6.3223066670000003, 4.8877345090000004, 
    3.0176429910000002, 6.8228418739999999, 7.6538616670000001, 
    5.1661548750000001, 3.5385751839999999, NA, NA, 8.9736176000000007, 
    5.0908005709999999, 5.6787866669999998, 7.1514404169999999, 
    6.4886697499999997, 5.7729583680000003, NA, 4.4175599999999999, 
    5.6201897890000003, 8.7048014689999995, 9.0707380059999991, 
    6.131453896, 8.0822360379999996, 4.6287210050000001, 4.2255832699999996, 
    4.2893752159999998, 2.9240289019999999, NA, 4.9560597059999996, 
    6.477574315, 5.3468885369999999, 5.198378806, 2.7772119169999998, 
    6.3467551289999999, 8.3441674359999993, 6.7611246960000004, 
    6.7543541850000004, 1.2450279040000001, 4.5223163670000002, 
    3.8741783330000001, 5.2295658190000003, 2.2434958329999999, 
    3.9133931890000002, 4.2913801149999999, 3.113435, 2.7543797589999999, 
    4.4480547499999998, 8.1113683539999997, 8.5898002269999996, 
    4.7554239750000002, NA, 7.706528745, 4.0708419170000001, 
    7.6922187119999998, NA, 7.410183644, NA, 6.1158995430000003, 
    NA, 1.991333239, 2.8153814430000002, 7.170737538, 5.4460608309999996, 
    NA, 3.7223649079999999, 5.3059858330000003, 3.2748830889999998, 
    NA, 4.4808335120000002, 8.4342616669999995, NA, NA, 2.332587905, 
    7.0236247169999997, 6.8538463700000003, 4.7393075229999999, 
    NA, NA, 5.5851492499999997, 3.984863319, 4.9303233000000004, 
    7.3903543440000004, 5.6518112260000004, 8.3835217219999993, 
    4.9659069149999997, 3.630654528, 6.0570025830000001, 5.1230768979999999, 
    7.2180002889999999, 5.9044766580000001, NA, 9.0200625609999996, 
    8.0552886669999992, NA, NA, 3.736406283, 8.5392056860000007, 
    5.3429040969999999, 6.1932227949999996, 4.4294172349999998, 
    NA, NA, 4.5469840570000004, NA, 4.6959289330000002, 8.8177655000000001, 
    5.5932213559999999, 7.3027564539999998, 5.895754857, 5.0730041359999998, 
    5.4833850000000002, NA, 8.1528526029999995, 6.2458735479999996, 
    5.4969856149999998, 5.4458890230000003, 7.6362437879999998, 
    7.3268247239999997, 4.109426461, 4.4232742439999999, 6.1812839630000003, 
    6.529860523, 2.9601595000000001, NA, 5.4536274210000002, 
    NA, 4.4389445570000001, NA, NA, 5.5586964109999997, 8.7299723290000006, 
    4.4165076809999997, 3.3426451259999999, 5.307898926, 6.820977536, 
    4.2197029239999999, 7.18827675, 4.2260973450000003, 7.156852282, 
    4.8767782229999996, 3.855413333, 3.9364771940000001, 6.252479675, 
    5.7012841810000001, 3.885893791, NA, 7.736125768, 3.4141238170000001, 
    8.0667250700000004, 7.8788762410000004, 3.4651771669999998, 
    NA, 3.8825890109999999, 8.4421077590000007, 7.5227448030000001, 
    4.2788892880000002, 6.2404818520000003, NA, 3.2221880870000001, 
    4.7108099049999996, 4.447736087, 5.9791862729999998, 6.7309248789999998, 
    NA, 5.2869086259999998, 3.2314630719999999, 6.5923449999999999, 
    NA, 5.0703876350000003, 3.6819578100000001, NA, NA, 8.9021798699999994, 
    5.4122654130000001, 6.0417088940000001, 7.3397741520000004, 
    6.5408010860000001, 5.69587266, NA, NA, NA, 8.8039958439999992, 
    9.0241383509999995, 5.7232563250000004, 7.7499804299999999, 
    NA, 4.421080516, 4.8522885520000001, NA, NA, 5.3623831879999999, 
    7.3071437220000002, 5.0788407810000002, 4.6908278550000002, 
    2.661469318, 6.7137807919999997, 7.9222288259999996, 6.8308509209999997, 
    6.2404954269999999, 1.2564180089999999, 5.1355550220000001, 
    NA, 5.2383732539999999, 1.9509819770000001, 3.7173706809999998, 
    3.536541588, NA, 3.1942034160000001, 5.3712752049999999, 
    8.6170671829999996, 8.9519072550000001, 5.3618773329999998, 
    NA, 7.4925190089999996, 4.1298235119999998, 7.8329572430000001, 
    NA, 7.9291565970000004, NA, 4.7170109560000002, NA, 1.9833292819999999, 
    2.9643446510000002, 7.1740858860000003, 5.6257991399999998, 
    NA, 4.0720661429999998, 5.4943434379999996, 3.238622941, 
    NA, 4.151723133, 8.6838268509999992, NA, NA, 2.5134630790000001, 
    7.511397917, 7.0783227950000001, 4.9422907670000003, NA, 
    NA, 5.8123362629999997, 3.9887926039999999, 4.9383002899999999, 
    7.5691041649999997, 6.1949645000000002, 9.1362956769999997, 
    4.8944167500000004, 3.8631317260000002, 5.7091142100000001, 
    5.375242181, 7.6583246970000003, 5.4455671790000002, NA, 
    9.0935609040000003, 8.0053709140000002, NA, NA, 4.0753231660000004, 
    8.7835484459999993, 5.4847341649999999, 6.629109272, 4.7967611879999996, 
    NA, NA, 4.4310999689999999, NA, 4.9387435000000002, 8.8055979999999998, 
    6.0382948450000002, 8.2792493329999992, 6.3048806549999998, 
    5.1835563670000004, NA, NA, 8.4367980780000007, 5.752356872, 
    5.6858073869999997, 5.9120820570000001, 8.1621874699999992, 
    7.9224401469999997, 4.361503591, 4.6525317800000003, 6.6089134710000002, 
    6.8594725929999996, 3.2174445739999999, NA, 6.3952547070000003, 
    NA, 4.819230643, NA, NA, 5.8772911680000002, 8.8598868619999998, 
    4.7343593620000002, 3.965739063, 5.4244059440000001, 7.0158299299999998, 
    4.7537276899999998, 7.4572721729999998, 3.9736766349999999, 
    7.3617094439999997, 4.9234289430000002, 4.8604010019999997, 
    4.005103042, 6.1264218619999999, 5.9690925379999999, 3.7216053499999999, 
    NA, 8.0593069639999992, 3.6757806, 8.5138875729999999, 8.7450862590000007, 
    3.3679526399999999, NA, 4.8171124399999998, 8.7782747820000004, 
    7.685507833, 4.6250883099999998, 6.4237399110000002, NA, 
    3.2341109549999998, 4.9183129440000002, 4.6868280819999999, 
    5.4170742220000001, 6.9922063369999998, NA, 5.163580799, 
    3.4508172570000002, NA, NA, 5.3974812390000002, 4.0253933159999997, 
    NA, NA, 9.0233878809999997, 5.9170139319999997, 6.4146214050000001, 
    8.1102542369999995, 6.90508875, 5.7034774659999998, NA, NA, 
    NA, 9.0140685600000001, 9.2488360790000002, 6.6699647710000001, 
    7.3947957860000004, NA, 4.5390305829999997, 5.45840616, NA, 
    NA, 5.8598833130000001, 6.9801637620000001, 4.832423726, 
    4.2187890000000001, 3.0857070860000002, 7.4540973260000003, 
    7.6536163510000002, 7.5449385470000001, 6.372336174, 1.8010994170000001, 
    5.7108196649999998, NA, 5.7751985450000003, 1.702773428), 
    ef_legal_military = c(8.3333333330000006, 4.1666666670000003, 
    3.3333333330000001, 7.5, 5.8333333329999997, 10, 10, 5, 10, 
    5, 4.1666666670000003, 9.8000000000000007, 5, 10, 6.4000000000000004, 
    6.2999999999999998, 9.1999999999999993, 5, 5.0999999999999996, 
    8.3333333330000006, 6.6666666670000003, 8.3333333330000006, 
    8.3333333330000006, 3.3333333330000001, 1.7, 6, 5, 10, 8.4000000000000004, 
    0.80000000000000004, 3.686306622, 7.5, 5, 4.1666666670000003, 
    2.5, 5, 10, 3.3333333330000001, 8.3333333330000006, 8.3333333330000006, 
    10, 10, 5, 2.5, 1.6666666670000001, 4.1666666670000003, 8.3333333330000006, 
    1.6666666670000001, 7.9000000000000004, 10, 8.3333333330000006, 
    3.3333333330000001, 3.3333333330000001, 5.2999999999999998, 
    10, 5, 8.3333333330000006, 6.6666666670000003, 0.83333333300000001, 
    3.3333333330000001, 6.6666666670000003, 0, 4.1666666670000003, 
    8.3333333330000006, 10, 10, 6.6666666670000003, 4.1666666670000003, 
    7.5, 0, 10, 4.1666666670000003, 10, 10, 8.3333333330000006, 
    7.5, 8.3333333330000006, 6.6666666670000003, 6.6666666670000003, 
    8.3333333330000006, 4, 7.5999999999999996, 8.3333333330000006, 
    3.3333333330000001, 6, 5, 5, 8.3333333330000006, 10, 5.7999999999999998, 
    1.6666666670000001, 5.8333333329999997, 8.3333333330000006, 
    4.1666666670000003, 10, 4.5999999999999996, 8.8000000000000007, 
    5, 6.6666666670000003, 8.3333333330000006, 6.7000000000000002, 
    6.6666666670000003, 6.6666666670000003, 3.3333333330000001, 
    10, 3.7999999999999998, 10, 10, 4.1666666670000003, 3.3333333330000001, 
    3.3333333330000001, 10, 8.3333333330000006, 2.5, 8.3333333330000006, 
    7.5, 2.5, 7.5, 4.1666666670000003, 10, 10, 6.6666666670000003, 
    8.3333333330000006, 6.6666666670000003, 6.0999999999999996, 
    8.3333333330000006, 4.1666666670000003, 6.6666666670000003, 
    8.1999999999999993, 4.1666666670000003, 8.3333333330000006, 
    10, 9.1666666669999994, 8.3333333330000006, 8.3333333330000006, 
    5, 0, 5, 5.0999999999999996, 9.1666666669999994, 10, 3.3333333330000001, 
    6.6666666670000003, 4, 6.6666666670000003, 3.3333333330000001, 
    5.7000000000000002, 4.1666666670000003, 8.3333333330000006, 
    6.6666666670000003, 3.3333333330000001, 3.3333333330000001, 
    8.3333333330000006, 8.3333333330000006, 10, 6.6666666670000003, 
    5.8333333329999997, 0.83333333300000001, 5, 4.1666666670000003, 
    8.3333333330000006, 3.3333333330000001, 8.3333333330000006, 
    4.1666666670000003, 3.3333333330000001, 7.5, 5.8333333329999997, 
    10, 10, 5, 10, 5, 4.1666666670000003, 9.8000000000000007, 
    NA, 10, 6.4000000000000004, 6.2999999999999998, 9.1999999999999993, 
    5, 5.0999999999999996, 8.3333333330000006, 6.6666666670000003, 
    8.3333333330000006, 8.3333333330000006, 3.3333333330000001, 
    1.7, 6, 5, 10, 8.4000000000000004, 0.80000000000000004, 3.7000000000000002, 
    7.5, 5, 3.3333333330000001, 2.5, 5, 10, 3.3333333330000001, 
    8.3333333330000006, 8.3333333330000006, 10, 10, 5, 2.5, 1.6666666670000001, 
    4.1666666670000003, 8.3333333330000006, 1.6666666670000001, 
    7.9000000000000004, 10, 9.1666666669999994, 3.3333333330000001, 
    3.3333333330000001, 5.2999999999999998, 10, 5, 8.3333333330000006, 
    6.6666666670000003, 0.83333333300000001, 3.3333333330000001, 
    6.6666666670000003, 0, 4.1666666670000003, 8.3333333330000006, 
    10, 10, 6.6666666670000003, 4.1666666670000003, 7.5, NA, 
    10, 4.1666666670000003, 10, 10, 8.3333333330000006, 7.5, 
    8.3333333330000006, 6.6666666670000003, 6.6666666670000003, 
    8.3333333330000006, 4, 7.5999999999999996, 8.3333333330000006, 
    3.3333333330000001, 6, 5, 5, 8.3333333330000006, 10, 5.7999999999999998, 
    1.6666666670000001, 5.8333333329999997, 8.3333333330000006, 
    4.1666666670000003, 10, 4.5999999999999996, 8.8000000000000007, 
    5, 6.6666666670000003, 8.3333333330000006, 6.7000000000000002, 
    6.6666666670000003, 6.6666666670000003, 2.5, 10, 3.7999999999999998, 
    10, 10, 4.1666666670000003, 3.3333333330000001, 3.3333333330000001, 
    10, 8.3333333330000006, 2.5, 8.3333333330000006, 7.5, 2.5, 
    7.5, 5, 10, 10, 6.6666666670000003, 8.3333333330000006, 6.6666666670000003, 
    6.0999999999999996, 8.3333333330000006, 4.1666666670000003, 
    6.6666666670000003, 8.1999999999999993, 4.1666666670000003, 
    8.3333333330000006, 10, 9.1666666669999994, 8.3333333330000006, 
    8.3333333330000006, 5, NA, 5, 5.0999999999999996, 9.1666666669999994, 
    10, 3.3333333330000001, 6.6666666670000003, 4, 6.6666666670000003, 
    3.3333333330000001, 5.7000000000000002, 4.1666666670000003, 
    8.3333333330000006, 6.6666666670000003, 3.3333333330000001, 
    3.3333333330000001, 8.3333333330000006, 8.3333333330000006, 
    10, 6.6666666670000003, 5.8333333329999997, 0.83333333300000001, 
    5, 4.1666666670000003, 8.3333333330000006, 3.3333333330000001, 
    8.3333333300000003, 4.1666666699999997, 3.3333333330000001, 
    7.5, 5.8333333329999997, 10, 10, 5, 10, 5, 4.1666666699999997, 
    9.8900000000000006, NA, 10, 6.4500000000000002, 6.4000000000000004, 
    8.9600000000000009, 5, 6.1399999999999997, 8.3333333330000006, 
    6.6666666670000003, 8.3333333330000006, 8.3333333330000006, 
    3.3333333330000001, 3.9300000000000002, 6.2000000000000002, 
    5, 10, 7.3899999999999997, 0, 3.5800000000000001, 7.5, 5, 
    3.3333333330000001, 0, 0, 10, 3.3333333330000001, 8.3333333330000006, 
    8.3333333330000006, 10, 10, 5, 2.5, 1.6666666670000001, 4.1666666699999997, 
    8.3333333330000006, 1.6666666670000001, 7.5800000000000001, 
    10, 9.1666666669999994, 3.3333333330000001, 3.3333333330000001, 
    5.6900000000000004, 10, 5, 8.3333333330000006, 6.6666666670000003, 
    0.83333333300000001, 2.5, 6.6666666670000003, 0, 5, 8.3333333330000006, 
    10, 10, 6.6666666670000003, 4.1669999999999998, 7.5, NA, 
    10, 4.1669999999999998, 10, 10, 8.3330000000000002, 7.5, 
    8.3330000000000002, 6.6669999999999998, 6.6669999999999998, 
    8.3330000000000002, 4.2199999999999998, 7.5300000000000002, 
    8.3330000000000002, 3.3330000000000002, 5.5800000000000001, 
    5, 5, 8.3330000000000002, 10, 6.9699999999999998, 1.667, 
    5.8330000000000002, 8.3330000000000002, 4.1669999999999998, 
    10, 3.3300000000000001, 8.2699999999999996, 5, 6.6669999999999998, 
    8.3330000000000002, 6.9400000000000004, 6.6669999999999998, 
    6.6669999999999998, 2.5, 10, 4.4400000000000004, 10, 10, 
    4.1669999999999998, 3.3330000000000002, 3.3330000000000002, 
    10, 8.3330000000000002, 2.5, 8.3330000000000002, 7.5, 2.5, 
    7.5, 5, 10, 10, 6.6669999999999998, 8.3330000000000002, 6.6669999999999998, 
    6.04, 8.3330000000000002, 4.1669999999999998, 6.6669999999999998, 
    7.4100000000000001, 4.1669999999999998, 8.3330000000000002, 
    10, 9.1669999999999998, 8.3330000000000002, 8.3330000000000002, 
    3.3330000000000002, NA, 5, 4.9299999999999997, 9.1669999999999998, 
    10, 3.3330000000000002, 6.6669999999999998, 4.5099999999999998, 
    6.6669999999999998, 3.3330000000000002, 5.7300000000000004, 
    0, 8.3330000000000002, 6.6669999999999998, 3.3330000000000002, 
    3.3330000000000002, 8.3330000000000002, 8.3330000000000002, 
    10, 6.6669999999999998, 5.8330000000000002, 0.83299999999999996, 
    5, 5.8330000000000002, 8.3330000000000002, 3.3330000000000002, 
    8.3333333330000006, 5, 3.3333333330000001, 7.5, 5.8333333329999997, 
    10, 10, 5, 10, 5, 4.1666666670000003, 9.6999999999999993, 
    NA, 10, 6.7999999999999998, 7.0999999999999996, 8.4000000000000004, 
    5, 5.2999999999999998, 8.3333333330000006, 6.6666666670000003, 
    8.3333333330000006, 8.3333333330000006, 4.1666666670000003, 
    2.8999999999999999, 5.9000000000000004, 5, 10, 8.5, 0.59999999999999998, 
    3.3999999999999999, 7.5, 5, 3.3333333330000001, 0, 0, 10, 
    3.2999999999999998, 8.3333333330000006, 8.3333333330000006, 
    10, 10, 5, 2.5, 1.7, 4.1666666670000003, 8.3333333330000006, 
    1.6666666670000001, 6.2000000000000002, 10, 9.1666666669999994, 
    3.3333333330000001, 3.3333333330000001, 5.0999999999999996, 
    10, 5, 8.3333333330000006, 6.6666666670000003, 3, 0.83333333300000001, 
    6.6666666670000003, 0, 5.8300000000000001, 8.3333333330000006, 
    10, 10, 6.6666666670000003, 4.1666666670000003, 7.5, NA, 
    10, 4.1666666670000003, 10, 10, 8.3333333330000006, 7.5, 
    8.3333333330000006, 6.6666666670000003, 6.6666666670000003, 
    8.3333333330000006, 3.8999999999999999, NA, 8.3333333330000006, 
    3.3333333330000001, 7.2000000000000002, NA, 1.5, 8.3333333330000006, 
    10, 5.2999999999999998, 1.6666666670000001, 6.6666666670000003, 
    8.3333333330000006, 4.2000000000000002, 10, 3.3333300000000001, 
    8.8000000000000007, 5.7999999999999998, 6.6666666670000003, 
    8.3333333330000006, 7.5999999999999996, 6.6666666670000003, 
    6.6666666670000003, 2.5, 10, 3.2999999999999998, 10, 10, 
    5, 3.3333333330000001, 3.3333333330000001, 10, 8.3333333330000006, 
    3.3300000000000001, 8.3300000000000001, 7.5, 2.5, 7.5, 5, 
    10, 10, 6.6666666670000003, 8.3333333330000006, 6.7000000000000002, 
    6.0999999999999996, 8.3333333330000006, 4.2000000000000002, 
    6.6666666670000003, 8.5999999999999996, 4.1666666670000003, 
    8.3333333330000006, 10, 9.1666666669999994, 8.3333333330000006, 
    8.3333333330000006, 3.3333333330000001, NA, 5, 5.0999999999999996, 
    9.1666666669999994, 10, 3.3333333330000001, 6.6666666670000003, 
    3.2999999999999998, 6.6666666670000003, 3.3333333330000001, 
    5.2999999999999998, 0, 8.3333333330000006, 6.6666666670000003, 
    3.3333333330000001, 3.3333333330000001, 8.3333333330000006, 
    8.3333333330000006, 10, 6.6666666670000003, 5.8333333329999997, 
    0.83333333300000001, 5, 5.8300000000000001, 8.3333333330000006, 
    3.3333333330000001, 8.3333333330000006, 5, 3.3333333330000001, 
    7.5, 5.8333333329999997, 10, 10, 5.8333333329999997, 10, 
    5, 4.1666666670000003, 9.5, NA, 10, 6.7999999999999998, 7.0999999999999996, 
    NA, 5, 4.9000000000000004, 8.3333333330000006, 6.6666666670000003, 
    8.3333333330000006, 8.3333333330000006, 4.1666666670000003, 
    1.8, 5.9000000000000004, 5, 10, 8.4000000000000004, 1.3, 
    3.5, 7.5, 5, 3.3333333330000001, 0, 0, 10, 3.2999999999999998, 
    8.3333333330000006, 8.3333333330000006, 10, 10, 5, 2.5, 1.7, 
    4.1666666670000003, 8.3333333330000006, 1.6666666670000001, 
    6.2000000000000002, 10, 9.1666666669999994, 3.3333333330000001, 
    3.3333333330000001, 4.5, 10, 5, 8.3333333330000006, 6.6666666670000003, 
    NA, 0.83333333300000001, 6.6666666670000003, 0, 5, 8.3333333330000006, 
    10, 10, 6.6666666670000003, 4.1666666670000003, 7.5, NA, 
    10, 4.1666666670000003, 10, 10, 8.3333333330000006, 7.5, 
    8.3333333330000006, 6.6666666670000003, 6.6666666670000003, 
    8.3333333330000006, 3.8999999999999999, NA, 8.3333333330000006, 
    3.3333333330000001, 7, NA, NA, 8.3333333330000006, 10, 5.0999999999999996, 
    1.6666666670000001, 6.6666666670000003, 8.3333333330000006, 
    4.2000000000000002, 10, 3.3330000000000002, 8.9000000000000004, 
    5.7999999999999998, 6.6666666670000003, 8.3333333330000006, 
    7.7999999999999998, 6.6666666670000003, 6.6666666670000003, 
    2.5, 10, 2.6000000000000001, 10, 10, 5, 3.3333333330000001, 
    3.3333333330000001, 10, 8.3333333330000006, 2.5, 7.5, 7.5, 
    2.5, 7.5, 5, 10, 10, 6.6666666670000003, 8.3333333330000006, 
    6.7000000000000002, 5.7000000000000002, 8.3333333330000006, 
    4.2000000000000002, 6.6666666670000003, NA, 4.1666666670000003, 
    8.3333333330000006, 10, 9.1666666669999994, 8.3333333330000006, 
    8.3333333330000006, 3.3333333330000001, NA, 6.5, 5.2000000000000002, 
    9.1666666669999994, 10, 3.3333333330000001, 6.6666666670000003, 
    3.2000000000000002, 6.6666666670000003, 3.3333333330000001, 
    5.5999999999999996, 0, 8.3333333330000006, 6.6666666670000003, 
    3.3333333330000001, 3.3333333330000001, 8.3333333330000006, 
    8.3333333330000006, 10, 6.6666666670000003, 5.8333333329999997, 
    0.83333333300000001, 5, 5, 8.3333333330000006, 3.3333333330000001, 
    8.3333333330000006, 5, 3.3333333330000001, 7.5, 5.8333333329999997, 
    10, 10, 5.8333333329999997, 10, 5, 4.1666666670000003, 9.1999999999999993, 
    NA, 10, 6.2999999999999998, 7.0999999999999996, NA, 5, 4.5, 
    8.3333333330000006, 6.6666666670000003, 8.3333333330000006, 
    8.3333333330000006, 4.1666666670000003, 2.2000000000000002, 
    4.7000000000000002, 5, 10, 8.5, 0.59999999999999998, 2.2000000000000002, 
    7.5, 5, 3.3333333330000001, 0, 0, 10, 2.5, 8.3333333330000006, 
    8.3333333330000006, 10, 10, 5, 2.5, 2.5, 4.1666666670000003, 
    8.3333333330000006, 1.6666666670000001, 5.9000000000000004, 
    10, 9.1666666669999994, 3.3333333330000001, 3.3333333330000001, 
    4.5, 10, 5, 8.3333333330000006, 6.6666666670000003, NA, 0.83333333300000001, 
    6.6666666670000003, 0, 5, 8.3333333330000006, 10, 10, 6.6666666670000003, 
    4.1666666670000003, 7.5, NA, 10, 4.1666666670000003, 10, 
    10, 8.3333333330000006, 7.5, 8.3333333330000006, 6.6666666670000003, 
    6.6666666670000003, 8.3333333330000006, 3.7999999999999998, 
    NA, 8.3333333330000006, 3.3333333330000001, 7.5999999999999996, 
    NA, NA, 8.3333333330000006, 10, 5.0999999999999996, 1.6666666670000001, 
    6.6666666670000003, 8.3333333330000006, 5.8333333329999997, 
    10, 3.3332999999999999, 7.7000000000000002, 6.6666666670000003, 
    6.6666666670000003, 8.3333333330000006, 7.7000000000000002, 
    6.6666666670000003, 6.6666666670000003, 1.6666666670000001, 
    10, 1.8, 10, 10, 5, 3.3333333330000001, 3.3333333330000001, 
    10, 8.3333333330000006, 2.5, 8.3333333330000006, 7.5, 2.5, 
    7.5, 5, 10, 10, 6.6666666670000003, 8.3333333330000006, 7.5, 
    6, 8.3333333330000006, 3.3333333330000001, 6.6666666670000003, 
    NA, 4.1666666670000003, 8.3333333330000006, 10, 9.1666666669999994, 
    8.3333333330000006, 8.3333333330000006, 3.3333333330000001, 
    NA, 5, 6.2000000000000002, 9.1666666669999994, 10, 3.3333333330000001, 
    6.6666666670000003, 3.8999999999999999, 6.6666666670000003, 
    3.3333333330000001, 5, 0, 8.3333333330000006, 6.6666666670000003, 
    3.3333333330000001, 3.3333333330000001, 8.3333333330000006, 
    8.3333333330000006, 10, 6.6666666670000003, 5.8333333329999997, 
    0.83333333300000001, 5, 5, 8.3333333330000006, 3.3333333330000001, 
    8.3333333330000006, 5, 3.3333333330000001, 7.5, 5.8333333329999997, 
    10, 10, 5.8333333329999997, 10, 5, 4.1666666670000003, 9.1999999999999993, 
    NA, 10, 6.2999999999999998, 7.0999999999999996, NA, 5, 4.5, 
    10, 6.6666666670000003, 8.3333333330000006, 8.3333333330000006, 
    4.1666666670000003, 2.2000000000000002, 4.7000000000000002, 
    5.8333333329999997, 10, 8.5, 0.59999999999999998, 2.2000000000000002, 
    7.5, 5, 3.3333333330000001, 5, 3.3333333330000001, 10, 2.5, 
    8.3333333330000006, 8.3333333330000006, 10, 10, 5, 2.5, 4.1666666670000003, 
    4.1666666670000003, 8.3333333330000006, 1.6666666670000001, 
    5.9000000000000004, 10, 9.1666666669999994, 3.3333333330000001, 
    3.3333333330000001, 4.5, 10, 5, 8.3333333330000006, 6.6666666670000003, 
    NA, 0.83333333300000001, 6.6666666670000003, 0, 5.8333333329999997, 
    8.3333333330000006, 10, 10, 6.6666666670000003, 4.1666666670000003, 
    8.3333333330000006, NA, 10, 4.1666666670000003, 10, 10, 8.3333333330000006, 
    8.3333333330000006, 8.3333333330000006, 6.6666666670000003, 
    6.6666666670000003, 8.3333333330000006, 3.7999999999999998, 
    NA, 8.3333333330000006, 3.3333333330000001, 7.5999999999999996, 
    NA, NA, 8.3333333330000006, 10, 5.0999999999999996, 1.6666666670000001, 
    6.6666666670000003, 8.3333333330000006, 5.8333333329999997, 
    10, 3.3330000000000002, 7.7000000000000002, 7.5, 6.6666666670000003, 
    8.3333333330000006, 7.7000000000000002, 6.6666666670000003, 
    6.6666666670000003, 1.6666666670000001, 10, 1.8, 10, 10, 
    5, 3.3333333330000001, 3.3333333330000001, 10, 8.3333333330000006, 
    2.5, 8.3333333330000006, 7.5, 2.5, 7.5, 5, 10, 10, 6.6666666670000003, 
    8.3333333330000006, 7.5, 6, 8.3333333330000006, 3.3333333330000001, 
    6.6666666670000003, NA, 4.1666666670000003, 8.3333333330000006, 
    10, 9.1666666669999994, 8.3333333330000006, 8.3333333330000006, 
    3.3333333330000001, NA, 5, 6.2000000000000002, 9.1666666669999994, 
    10, 3.3333333330000001, 6.6666666670000003, 3.8999999999999999, 
    6.6666666670000003, 5, 5, 0, 8.3333333330000006, 6.6666666670000003, 
    3.3333333330000001, 3.3333333330000001, 8.3333333330000006, 
    8.3333333330000006, 10, 6.6666666670000003, 6.6666666670000003, 
    0.83333333300000001, 5, 6.6666666670000003, 8.3333333330000006, 
    3.3333333330000001, 8.3333333330000006, 5, 3.3333333330000001, 
    7.5, 5.8333333329999997, 10, 10, 5.8333333329999997, 10, 
    5, 5, 9.1999999999999993, NA, 10, 6.5, 7.5, NA, 5, 4.7999999999999998, 
    10, 6.6666666670000003, NA, 8.3333333330000006, 4.1666666670000003, 
    2.5, NA, 5.8333333329999997, 10, NA, 0.90000000000000002, 
    1.7, 7.5, 5, 3.3333333330000001, 0, 2.5, 10, 2.5, 8.3333333330000006, 
    8.3333333330000006, 10, 10, 5, 2.5, 5, 4.1666666670000003, 
    8.3333333330000006, 1.6666666670000001, 5.7000000000000002, 
    10, 9.1666666669999994, 3.3333333330000001, NA, 3.7000000000000002, 
    10, 5, 8.3333333330000006, 6.6666666670000003, NA, 1.6666666670000001, 
    6.6666666670000003, 0, 5, 8.3333333330000006, 10, 10, 6.6666666670000003, 
    4.1666666670000003, 8.3333333330000006, NA, 10, 4.1666666670000003, 
    10, 10, 8.3333333330000006, 8.3333333330000006, 8.3333333330000006, 
    6.6666666670000003, 5, 8.3333333330000006, 4.9000000000000004, 
    NA, 8.3333333330000006, NA, 7.2999999999999998, NA, NA, 8.3333333330000006, 
    10, 5.7000000000000002, 1.6666666670000001, 6.6666666670000003, 
    8.3333333330000006, 5.8333333329999997, 10, 3.3330000000000002, 
    7.9000000000000004, 7.5, 6.6666666670000003, 8.3333333330000006, 
    7.7999999999999998, 6.6666666670000003, 6.6666666670000003, 
    1.6666666670000001, 10, 1.5, 10, 10, 5, 5, 3.3333333330000001, 
    10, 8.3333333330000006, 1.6666666670000001, 8.3333333330000006, 
    7.5, 2.5, 7.5, 5.8333333329999997, 10, 10, NA, 8.3333333330000006, 
    7.5, 5.4000000000000004, NA, 3.3333333330000001, 6.6666666670000003, 
    NA, 4.1666666670000003, 8.3333333330000006, 10, 9.1666666669999994, 
    8.3333333330000006, 8.3333333330000006, 3.3333333330000001, 
    NA, NA, NA, 9.1666666669999994, 10, 3.3333333330000001, 6.6666666670000003, 
    NA, 6.6666666670000003, 5.8333333329999997, NA, 0, 8.3333333330000006, 
    6.6666666670000003, 3.3333333330000001, 3.3333333330000001, 
    8.3333333330000006, 8.3333333330000006, 10, 6.6666666670000003, 
    6.6666666670000003, 0.83333333300000001, 5, NA, 8.3333333330000006, 
    3.3333333330000001, 8.3333333330000006, 5, 3.3333333330000001, 
    7.5, 5.8333333329999997, 10, 10, 6.6666666670000003, 10, 
    5, 2.5, 9.1999999999999993, NA, 10, 7, 7.2000000000000002, 
    NA, 5, 4.7999999999999998, 10, 6.6666666670000003, NA, 8.3333333330000006, 
    4.1666666670000003, 2.5, NA, 5.8333333329999997, 10, NA, 
    1.6000000000000001, 1.2, 7.5, 5, 3.3333333330000001, 0, 0, 
    10, 2.5, 8.3333333330000006, 8.3333333330000006, 10, 10, 
    5, 2.5, 5, 5, 8.3333333330000006, 1.6666666670000001, 6.2000000000000002, 
    10, 9.1666666669999994, 3.3333333330000001, NA, 3.7000000000000002, 
    10, 5, 8.3333333330000006, 8.3333333330000006, NA, 2.5, 6.6666666670000003, 
    0, 6.6666666670000003, 8.3333333330000006, 10, 10, 6.6666666670000003, 
    4.1666666670000003, 8.3333333330000006, NA, 10, 4.1666666670000003, 
    10, 10, 8.3333333330000006, 8.3333333330000006, 8.3333333330000006, 
    6.6666666670000003, 6.6666666670000003, 8.3333333330000006, 
    4.5, NA, 8.3333333330000006, NA, 6.2000000000000002, NA, 
    NA, 8.3333333330000006, 10, 5.5, 1.6666666670000001, 6.6666666670000003, 
    8.3333333330000006, 5.8333333329999997, 10, 3.7999999999999998, 
    8.5, 7.5, 6.6666666670000003, 8.3333333330000006, 7.9000000000000004, 
    6.6666666670000003, 6.6666666670000003, 1.6666666670000001, 
    10, 1.8, 10, 10, 5, 5, 3.3333333330000001, 10, 8.3333333330000006, 
    1.6666666670000001, 8.3333333330000006, 7.5, 2.5, 8.3333333330000006, 
    5.8333333329999997, 10, 10, NA, 8.3333333330000006, 7.5, 
    6, NA, 3.3333333330000001, 6.6666666670000003, NA, 4.1666666670000003, 
    8.3333333330000006, 10, 9.1666666669999994, 8.3333333330000006, 
    8.3333333330000006, 3.3333333330000001, NA, NA, NA, 9.1666666669999994, 
    10, 3.3333333330000001, 6.6666666670000003, NA, 6.6666666670000003, 
    5.8333333329999997, NA, 0, 8.3333333330000006, 6.6666666670000003, 
    3.3333333330000001, 3.3333333330000001, 8.3333333330000006, 
    8.3333333330000006, 10, 6.6666666670000003, 6.6666666670000003, 
    0.83333333300000001, 5, NA, 8.3333333330000006, 3.3333333000000001
    ), ef_legal_integrity = c(4.1666666670000003, 5, 4.1666666670000003, 
    3.3333333330000001, 5, 9.1666666669999994, 10, 5.8333333329999997, 
    6.6666666670000003, 7.5, 3.3333333330000001, NA, 5.8333333329999997, 
    8.3333333330000006, NA, NA, NA, 4.1666666670000003, NA, 5.8333333329999997, 
    3.3333333330000001, 8.3333333330000006, 5, 5.8333333329999997, 
    NA, NA, 3.3333333330000001, 9.1666666669999994, NA, NA, NA, 
    7.5, 5.8333333329999997, 3.3333333330000001, 1.6666666670000001, 
    3.3333333330000001, 5, 4.1666666670000003, 7.5, 8.3333333330000006, 
    8.3333333330000006, 10, 4.1666666670000003, 4.1666666670000003, 
    5, 2.5, 6.6666666670000003, 7.5, NA, 10, 8.3333333330000006, 
    5, 5.8333333329999997, NA, 8.3333333330000006, 4.1666666670000003, 
    7.5, 4.1666666670000003, 4.1666666670000003, 4.1666666670000003, 
    2.5, 2.5, 2.5, 8.3333333330000006, 6.6666666670000003, 10, 
    7.5, 4.1666666670000003, 6.6666666670000003, 2.5, 10, 8.3333333330000006, 
    6.6666666670000003, 3.3333333330000001, 8.3333333330000006, 
    6.6666666670000003, 5.8333333329999997, 3.3333333330000001, 
    8.3333333330000006, 6.6666666670000003, NA, NA, 8.3333333330000006, 
    6.6666666670000003, NA, 3.3333333330000001, 6.6666666670000003, 
    6.6666666670000003, 10, NA, 4.1666666670000003, 4.1666666670000003, 
    6.6666666670000003, 5, 8.3333333330000006, NA, NA, 2.5, 6.6666666670000003, 
    6.6666666670000003, NA, 6.6666666670000003, 5, 5, 8.3333333330000006, 
    NA, 10, 9.1666666669999994, 5.8333333329999997, 3.3333333330000001, 
    3.3333333330000001, 10, 8.3333333330000006, 5, 5, 5, 3.3333333330000001, 
    5, 4.1666666670000003, 7.5, 8.3333333330000006, 8.3333333330000006, 
    5.8333333329999997, 5, NA, 8.3333333330000006, 5, 5.8333333329999997, 
    NA, 5.8333333329999997, 8.3333333330000006, 6.6666666670000003, 
    7.5, 3.3333333330000001, 8.3333333330000006, 5.8333333329999997, 
    4.1666666670000003, 5, NA, 10, 8.3333333330000006, 7.5, 8.3333333330000006, 
    NA, 8.3333333330000006, 4.1666666670000003, NA, 5, 3.3333333330000001, 
    8.3333333330000006, 5, 5.8333333329999997, 6.6666666670000003, 
    6.6666666670000003, 8.3333333330000006, 8.3333333330000006, 
    4.1666666670000003, 1.6666666670000001, 6.6666666670000003, 
    3.3333333330000001, 6.6666666670000003, 5, 4.1666666670000003, 
    5, 4.1666666670000003, 3.3333333330000001, 5, 9.1666666669999994, 
    10, 5.8333333329999997, 7.5, 7.5, 3.3333333330000001, NA, 
    NA, 8.3333333330000006, NA, NA, NA, 4.1666666670000003, NA, 
    5.8333333329999997, 3.3333333330000001, 8.3333333330000006, 
    5, 5, NA, NA, 3.3333333330000001, 9.1666666669999994, NA, 
    NA, NA, 7.5, 5.8333333329999997, 3.3333333330000001, 1.6666666670000001, 
    3.3333333330000001, 5, 4.1666666670000003, 7.5, 8.3333333330000006, 
    8.3333333330000006, 10, 3.3333333330000001, 4.1666666670000003, 
    5, 2.5, 6.6666666670000003, 7.5, NA, 10, 8.3333333330000006, 
    5, 5.8333333329999997, NA, 8.3333333330000006, 4.1666666670000003, 
    7.5, 5, 4.1666666670000003, 4.1666666670000003, 2.5, 2.5, 
    2.5, 8.3333333330000006, 6.6666666670000003, 10, 7.5, 4.1666666670000003, 
    6.6666666670000003, NA, 10, 8.3333333330000006, 6.6666666670000003, 
    4.1666666670000003, 8.3333333330000006, 6.6666666670000003, 
    5.8333333329999997, 3.3333333330000001, 8.3333333330000006, 
    6.6666666670000003, NA, NA, 8.3333333330000006, 6.6666666670000003, 
    NA, 5.2999999999999998, 6.6666666670000003, 6.6666666670000003, 
    10, NA, 4.1666666670000003, 4.1666666670000003, 6.6666666670000003, 
    5, 8.3333333330000006, NA, NA, 2.5, 6.6666666670000003, 6.6666666670000003, 
    NA, 7.5, 5, 5, 8.3333333330000006, NA, 10, 9.1666666669999994, 
    5.8333333329999997, 3.3333333330000001, 3.3333333330000001, 
    10, 8.3333333330000006, 5, 5, 5, 3.3333333330000001, 5, 4.1666666670000003, 
    7.5, 8.3333333330000006, 8.3333333330000006, 5.8333333329999997, 
    5, NA, 8.3333333330000006, 5, 5.8333333329999997, NA, 5.8333333329999997, 
    8.3333333330000006, 6.6666666670000003, 7.5, 3.3333333330000001, 
    8.3333333330000006, 5.8333333329999997, NA, 5, NA, 10, 8.3333333330000006, 
    7.5, 8.3333333330000006, NA, 8.3333333330000006, 4.1666666670000003, 
    NA, 5, 3.3333333330000001, 8.3333333330000006, 5, 5.8333333329999997, 
    6.6666666670000003, 6.6666666670000003, 8.3333333330000006, 
    8.3333333330000006, 4.1666666670000003, 1.6666666670000001, 
    6.6666666670000003, 3.3333333330000001, 6.6666666670000003, 
    5, 4.1666666670000003, 5, 4.1666666670000003, 3.3333333330000001, 
    5, 9.1666666669999994, 10, 5.8333333329999997, 7.5, 7.5, 
    3.3333333330000001, NA, NA, 8.3333333330000006, NA, NA, NA, 
    4.1666666670000003, NA, 5.8333333329999997, 3.3333333330000001, 
    8.3333333330000006, 4.1666666670000003, 5, NA, NA, 3.3333333330000001, 
    9.1666666669999994, NA, NA, NA, 7.5, 5.8333333329999997, 
    3.3333333330000001, 0.16666666699999999, 3.3333333330000001, 
    5, 4.1666666670000003, 7.5, 8.3333333330000006, 8.3333333330000006, 
    10, 4.1666666670000003, 4.1666666670000003, 5, 2.5, 6.6666666670000003, 
    7.5, NA, 10, 8.3333333330000006, 5, 5.8333333329999997, NA, 
    8.3333333330000006, 4.1666666670000003, 7.5, 4.1666666670000003, 
    4.1666666670000003, 4.1666666670000003, 2.5, 2.5, 2.5, 8.3333333330000006, 
    6.6666666670000003, 10, 6.6666666670000003, 5, 6.6669999999999998, 
    NA, 10, 8.3330000000000002, 6.6669999999999998, 4.1669999999999998, 
    8.3330000000000002, 6.6669999999999998, 5.8330000000000002, 
    3.3330000000000002, 8.3330000000000002, 6.6669999999999998, 
    NA, NA, 8.3330000000000002, 6.6669999999999998, NA, 3.3330000000000002, 
    6.6669999999999998, 6.6669999999999998, 10, NA, 4.1669999999999998, 
    4.1669999999999998, 6.6669999999999998, 5, 8.3330000000000002, 
    4.1699999999999999, NA, 2.5, 6.6669999999999998, 6.6669999999999998, 
    NA, 7.5, 5, 5, 8.3330000000000002, NA, 10, 9.1669999999999998, 
    5.8330000000000002, 3.3330000000000002, 3.3330000000000002, 
    10, 8.3330000000000002, 5, 5, 5, 3.3330000000000002, 5, 4.1669999999999998, 
    7.5, 8.3330000000000002, 8.3330000000000002, 5.8330000000000002, 
    5, NA, 8.3330000000000002, 5, 5.8330000000000002, NA, 5.8330000000000002, 
    8.3330000000000002, 6.6669999999999998, 7.5, 3.3330000000000002, 
    8.3330000000000002, 4.1669999999999998, NA, 5, NA, 10, 8.3330000000000002, 
    7.5, 8.3330000000000002, NA, 8.3330000000000002, 4.1669999999999998, 
    NA, 5, 3.3330000000000002, 8.3330000000000002, 5, 5.8330000000000002, 
    6.6669999999999998, 6.6669999999999998, 8.3330000000000002, 
    8.3330000000000002, 4.1669999999999998, 1.667, 6.6669999999999998, 
    3.3330000000000002, 6.6669999999999998, 5, 4.1666666670000003, 
    5, 4.1666666670000003, 3.2999999999999998, 5, 9.1666666669999994, 
    10, 5.8333333329999997, 7.5, 7.5, 3.3333333330000001, NA, 
    NA, 8.3333333330000006, NA, NA, NA, 4.1666666670000003, NA, 
    5.8333333329999997, 3.3333333330000001, 8.3333333330000006, 
    4.1666666670000003, 5, NA, NA, 3.3333333330000001, 9.1666666669999994, 
    NA, NA, NA, 7.5, 5.8333333329999997, 3.3333333330000001, 
    1.6666666670000001, 3.3333333330000001, 5, 4.1666666670000003, 
    7.5, 8.3333333330000006, 8.3333333330000006, 10, 4.1666666670000003, 
    4.1666666670000003, 5, 3.3333333330000001, 6.6666666670000003, 
    7.5, NA, 10, 8.3333333330000006, 5, 5.8333333329999997, NA, 
    8.3333333330000006, 4.1666666670000003, 7.5, 4.1699999999999999, 
    NA, 4.1666666670000003, 2.5, 2.5, 2.5, 8.3333333330000006, 
    6.6666666670000003, 10, 6.6666666670000003, 5, 6.6666666670000003, 
    NA, 10, 8.3333333330000006, 6.6666666670000003, 4.1699999999999999, 
    8.3333333330000006, 6.6666666670000003, 5.8333333329999997, 
    3.3333333330000001, 8.3333333330000006, 8.3333333330000006, 
    NA, NA, 8.3333333330000006, 6.6666666670000003, NA, NA, NA, 
    6.6666666670000003, 10, NA, 4.1666666670000003, 4.2000000000000002, 
    6.6666666670000003, 5, 8.3333333330000006, 4.1665999999999999, 
    NA, 3.3300000000000001, 6.6699999999999999, 6.6666666670000003, 
    NA, 7.5, 5, 5, 8.3333333330000006, NA, 10, 9.1666666669999994, 
    5.8333333329999997, 3.3333333330000001, 3.3333333330000001, 
    10, 8.3333333330000006, 5.8333333329999997, 5, 4.1666666670000003, 
    3.3333333330000001, 5, 4.1666666670000003, 7.5, 8.3333333330000006, 
    8.3333333330000006, 5.7999999999999998, 5, NA, 8.3333333330000006, 
    5, 5.8333333329999997, NA, 5.8333333329999997, 8.3333333330000006, 
    6.6666666670000003, 7.5, 3.3300000000000001, 8.3333333330000006, 
    4.1666666670000003, NA, 5, NA, 10, 8.3333333330000006, 7.5, 
    8.3333333330000006, NA, 8.3333333330000006, 4.1666666670000003, 
    NA, 5, 3.3300000000000001, 8.3333333330000006, 5.8333333329999997, 
    5.8333333329999997, 6.6666666670000003, 6.6666666670000003, 
    8.3333333330000006, 8.3333333330000006, 4.1666666670000003, 
    1.6666666670000001, 6.6666666670000003, 3.3333333330000001, 
    6.6666666670000003, 5, 4.1666666670000003, 5, 4.1666666670000003, 
    3.2999999999999998, 5, 9.1666666669999994, 10, 5.8333333329999997, 
    7.5, 7.5, 3.3333333330000001, NA, NA, 8.3333333330000006, 
    NA, NA, NA, 4.1666666670000003, NA, 5.8333333329999997, 3.3333333330000001, 
    8.3333333330000006, 4.1666666670000003, 5, NA, NA, 3.3333333330000001, 
    9.1666666669999994, NA, NA, NA, 7.5, 5.8333333329999997, 
    3.3333333330000001, 1.6666666670000001, 3.3333333330000001, 
    5, 4.1666666670000003, 7.5, 8.3333333330000006, 8.3333333330000006, 
    10, 4.1666666670000003, 4.1666666670000003, 5, 3.3333333330000001, 
    6.6666666670000003, 7.5, NA, 10, 8.3333333330000006, 5, 5.8333333329999997, 
    NA, 8.3333333330000006, 4.1666666670000003, 7.5, 3.2999999999999998, 
    NA, 4.1666666670000003, 2.5, 2.5, 2.5, 8.3333333330000006, 
    6.6666666670000003, 10, 6.6666666670000003, 5, 6.6666666670000003, 
    NA, 10, 8.3333333330000006, 6.6666666670000003, 3.3333333330000001, 
    8.3333333330000006, 6.6666666670000003, 5.8333333329999997, 
    3.3333333330000001, 8.3333333330000006, 8.3333333330000006, 
    NA, NA, 8.3333333330000006, 6.6666666670000003, NA, NA, NA, 
    6.6666666670000003, 10, NA, 4.1666666670000003, 4.2000000000000002, 
    6.6666666670000003, 5, 8.3333333330000006, 4.1666670000000003, 
    NA, 2.5, 7.5, 6.6666666670000003, NA, 7.5, 5, 5, 8.3333333330000006, 
    NA, 10, 9.1666666669999994, 5.8333333329999997, 3.3333333330000001, 
    3.3333333330000001, 10, 8.3333333330000006, 5.8333333329999997, 
    5, 4.1666666670000003, 3.3333333330000001, 5, 4.1666666670000003, 
    7.5, 8.3333333330000006, 8.3333333330000006, 5.7999999999999998, 
    5, NA, 8.3333333330000006, 5, 5.8333333329999997, NA, 5.8333333329999997, 
    8.3333333330000006, 6.6666666670000003, 7.5, 4.1666666670000003, 
    8.3333333330000006, 4.1666666670000003, NA, NA, NA, 10, 8.3333333330000006, 
    7.5, 8.3333333330000006, NA, 8.3333333330000006, 4.1666666670000003, 
    NA, 5, 4.1666666670000003, 8.3333333330000006, 5.8333333329999997, 
    5.8333333329999997, 6.6666666670000003, 6.6666666670000003, 
    8.3333333330000006, 8.3333333330000006, 4.1666666670000003, 
    1.6666666670000001, 6.6666666670000003, 3.3333333330000001, 
    6.6666666670000003, 5, 4.1666666670000003, 5, 4.1666666670000003, 
    4.1666666670000003, 5, 9.1666666669999994, 10, 5.8333333329999997, 
    7.5, 8.3333333330000006, 3.3333333330000001, NA, NA, 8.3333333330000006, 
    NA, NA, NA, 4.1666666670000003, NA, 5.8333333329999997, 3.3333333330000001, 
    8.3333333330000006, 4.1666666670000003, 5, NA, NA, 3.3333333330000001, 
    9.1666666669999994, NA, NA, NA, 7.5, 5.8333333329999997, 
    3.3333333330000001, 1.6666666670000001, 3.3333333330000001, 
    5, 4.1666666670000003, 7.5, 8.3333333330000006, 8.3333333330000006, 
    10, 4.1666666670000003, 4.1666666670000003, 5, 3.3333333330000001, 
    6.6666666670000003, 7.5, NA, 10, 8.3333333330000006, 5, 5.8333333329999997, 
    NA, 8.3333333330000006, 4.1666666670000003, 7.5, 2.5, NA, 
    4.1666666670000003, 2.5, 2.5, 3.3333333330000001, 8.3333333330000006, 
    6.6666666670000003, 10, 6.6666666670000003, 5, 6.6666666670000003, 
    NA, 10, 8.3333333330000006, 6.6666666670000003, 3.3333333330000001, 
    8.3333333330000006, 6.6666666670000003, 5.8333333329999997, 
    3.3333333330000001, 8.3333333330000006, 8.3333333330000006, 
    NA, NA, 8.3333333330000006, 6.6666666670000003, NA, NA, NA, 
    6.6666666670000003, 10, NA, 4.1666666670000003, 5, 6.6666666670000003, 
    5, 8.3333333330000006, 3.3332999999999999, NA, 3.3333333330000001, 
    7.5, 6.6666666670000003, NA, 8.3333333330000006, 5, 5, 8.3333333330000006, 
    NA, 10, 9.1666666669999994, 5.8333333329999997, 3.3333333330000001, 
    3.3333333330000001, 10, 8.3333333330000006, 5.8333333329999997, 
    5, 4.1666666670000003, 3.3333333330000001, 5, 4.1666666670000003, 
    7.5, 8.3333333330000006, 8.3333333330000006, 6.6666666670000003, 
    6.6666666670000003, NA, 8.3333333330000006, 5, 5.8333333329999997, 
    NA, 5.8333333329999997, 8.3333333330000006, 6.6666666670000003, 
    7.5, 4.1666666670000003, 8.3333333330000006, 4.1666666670000003, 
    NA, NA, NA, 10, 8.3333333330000006, 7.5, 8.3333333330000006, 
    NA, 8.3333333330000006, 4.1666666670000003, NA, 5, 4.1666666670000003, 
    8.3333333330000006, 5.8333333329999997, 5.8333333329999997, 
    6.6666666670000003, 6.6666666670000003, 8.3333333330000006, 
    8.3333333330000006, 4.1666666670000003, 1.6666666670000001, 
    6.6666666670000003, 3.3333333330000001, 6.6666666670000003, 
    5, 4.1666666670000003, 5, 5, 4.1666666670000003, 5, 9.1666666669999994, 
    10, 5.8333333329999997, 7.5, 8.3333333330000006, 3.3333333330000001, 
    NA, NA, 8.3333333330000006, NA, NA, NA, 4.1666666670000003, 
    NA, 5.8333333329999997, 3.3333333330000001, 8.3333333330000006, 
    4.1666666670000003, 5.8333333329999997, NA, NA, 3.3333333330000001, 
    9.1666666669999994, NA, NA, NA, 7.5, 6.6666666670000003, 
    3.3333333330000001, 1.6666666670000001, 3.3333333330000001, 
    5.8333333329999997, 4.1666666670000003, 7.5, 8.3333333330000006, 
    8.3333333330000006, 10, 4.1666666670000003, 4.1666666670000003, 
    5.8333333329999997, 2.5, 6.6666666670000003, 7.5, NA, 10, 
    8.3333333330000006, 5, 5.8333333329999997, NA, 8.3333333330000006, 
    4.1666666670000003, 7.5, 2.5, NA, 4.1666666670000003, 2.5, 
    2.5, 2.5, 8.3333333330000006, 6.6666666670000003, 10, 6.6666666670000003, 
    5, 6.6666666670000003, NA, 10, 8.3333333330000006, 6.6666666670000003, 
    3.3333333330000001, 8.3333333330000006, 6.6666666670000003, 
    6.6666666670000003, 3.3333333330000001, 8.3333333330000006, 
    8.3333333330000006, NA, NA, 8.3333333330000006, 6.6666666670000003, 
    NA, NA, NA, 6.6666666670000003, 10, NA, 4.1666666670000003, 
    5, 6.6666666670000003, 5, 8.3333333330000006, 3.3330000000000002, 
    NA, 3.3333333330000001, 7.5, 6.6666666670000003, NA, 8.3333333330000006, 
    5, 5, 8.3333333330000006, NA, 10, 9.1666666669999994, 5.8333333329999997, 
    3.3333333330000001, 3.3333333330000001, 10, 8.3333333330000006, 
    5.8333333329999997, 5, 4.1666666670000003, 3.3333333330000001, 
    5.8333333329999997, 4.1666666670000003, 7.5, 8.3333333330000006, 
    8.3333333330000006, 6.6666666670000003, 6.6666666670000003, 
    NA, 8.3333333330000006, 5, 5.8333333329999997, NA, 5.8333333329999997, 
    8.3333333330000006, 6.6666666670000003, 7.5, 4.1666666670000003, 
    8.3333333330000006, 4.1666666670000003, NA, 5, NA, 10, 8.3333333330000006, 
    8.3333333330000006, 8.3333333330000006, NA, 8.3333333330000006, 
    4.1666666670000003, NA, 5, 4.1666666670000003, 8.3333333330000006, 
    5.8333333329999997, 5.8333333329999997, 6.6666666670000003, 
    6.6666666670000003, 9.1666666669999994, 8.3333333330000006, 
    4.1666666670000003, 1.6666666670000001, 6.6666666670000003, 
    3.3333333330000001, 6.6666666670000003, 5, 4.1666666670000003, 
    5, 5, 4.1666666670000003, 5, 9.1666666669999994, 10, 5.8333333329999997, 
    7.5, 8.3333333330000006, 4.1666666670000003, NA, NA, 8.3333333330000006, 
    NA, NA, NA, 4.1666666670000003, NA, 5.8333333329999997, 3.3333333330000001, 
    NA, 4.1666666670000003, 5.8333333329999997, NA, NA, 3.3333333330000001, 
    9.1666666669999994, NA, NA, NA, 8.3333333330000006, 7.5, 
    3.3333333330000001, 3.3333333330000001, 6.6666666670000003, 
    5.8333333329999997, 4.1666666670000003, 7.5, 8.3333333330000006, 
    8.3333333330000006, 10, 4.1666666670000003, 4.1666666670000003, 
    5.8333333329999997, 2.5, 6.6666666670000003, 7.5, NA, 10, 
    8.3333333330000006, 5, NA, NA, 8.3333333330000006, 4.1666666670000003, 
    7.5, 2.5, NA, 4.1666666670000003, 2.5, 2.5, 2.5, 8.3333333330000006, 
    6.6666666670000003, 10, 6.6666666670000003, 5, 6.6666666670000003, 
    NA, 10, 8.3333333330000006, 6.6666666670000003, 3.3333333330000001, 
    8.3333333330000006, 6.6666666670000003, 6.6666666670000003, 
    3.3333333330000001, 10, 8.3333333330000006, NA, NA, 8.3333333330000006, 
    NA, NA, NA, NA, 6.6666666670000003, 10, NA, 4.1666666670000003, 
    5, 6.6666666670000003, 5, 8.3333333330000006, 3.3330000000000002, 
    NA, 3.3333333330000001, 7.5, 6.6666666670000003, NA, 8.3333333330000006, 
    5, 5, 8.3333333330000006, NA, 10, 9.1666666669999994, 6.6666666670000003, 
    3.3333333330000001, 3.3333333330000001, 10, 8.3333333330000006, 
    5, 5, 4.1666666670000003, 3.3333333330000001, 5.8333333329999997, 
    4.1666666670000003, 7.5, 8.3333333330000006, NA, 6.6666666670000003, 
    6.6666666670000003, NA, NA, 5, 5.8333333329999997, NA, 5.8333333329999997, 
    8.3333333330000006, 6.6666666670000003, 7.5, 4.1666666670000003, 
    8.3333333330000006, 5, NA, NA, NA, 10, 8.3333333330000006, 
    8.3333333330000006, 8.3333333330000006, NA, 8.3333333330000006, 
    4.1666666670000003, NA, 5, 4.1666666670000003, 8.3333333330000006, 
    7.5, 5.8333333329999997, 6.6666666670000003, 6.6666666670000003, 
    9.1666666669999994, 8.3333333330000006, 4.1666666670000003, 
    1.6666666670000001, 6.6666666670000003, NA, 6.6666666670000003, 
    5, 4.1666666670000003, 5, 5, 4.1666666670000003, 5, 9.1666666669999994, 
    10, 5.8333333329999997, 7.5, 8.3333333330000006, 4.1666666670000003, 
    NA, NA, 8.3333333330000006, NA, NA, NA, 5, NA, 5.8333333329999997, 
    3.3333333330000001, NA, 4.1666666670000003, 5.8333333329999997, 
    NA, NA, 3.3333333330000001, 10, NA, NA, NA, 8.3333333330000006, 
    7.5, 3.3333333330000001, 1.6666666670000001, 3.3333333330000001, 
    5.8333333329999997, 4.1666666670000003, 8.3333333330000006, 
    8.3333333330000006, 8.3333333330000006, 10, 4.1666666670000003, 
    4.1666666670000003, 5.8333333329999997, 2.5, 6.6666666670000003, 
    7.5, NA, 10, 8.3333333330000006, 5, NA, NA, 8.3333333330000006, 
    4.1666666670000003, 7.5, 1.6666666670000001, NA, 4.1666666670000003, 
    2.5, 3.3333333330000001, 2.5, 8.3333333330000006, 6.6666666670000003, 
    10, 6.6666666670000003, 5, 6.6666666670000003, NA, 10, 8.3333333330000006, 
    6.6666666670000003, 4.1666666670000003, 8.3333333330000006, 
    6.6666666670000003, 6.6666666670000003, 3.3333333330000001, 
    8.3333333330000006, 8.3333333330000006, NA, NA, 8.3333333330000006, 
    NA, NA, NA, NA, 6.6666666670000003, 10, NA, 4.1666666670000003, 
    5, 6.6666666670000003, 5, 8.3333333330000006, NA, NA, 5.8333333329999997, 
    8.3333333330000006, 6.6666666670000003, NA, 8.3333333330000006, 
    5, 5, 8.3333333330000006, NA, 10, 9.1666666669999994, 6.6666666670000003, 
    3.3333333330000001, 3.3333333330000001, 10, 8.3333333330000006, 
    5, 5, 4.1666666670000003, 3.3333333330000001, 5, 4.1666666670000003, 
    7.5, 8.3333333330000006, NA, 6.6666666670000003, 6.6666666670000003, 
    NA, NA, 5, 5.8333333329999997, NA, 5.8333333329999997, 8.3333333330000006, 
    6.6666666670000003, 7.5, 4.1666666670000003, 8.3333333330000006, 
    5, NA, NA, NA, 10, 8.3333333330000006, 8.3333333330000006, 
    8.3333333330000006, NA, 8.3333333330000006, 4.1666666670000003, 
    NA, 5, 4.1666666670000003, 8.3333333330000006, 7.5, 5.8333333329999997, 
    6.6666666670000003, 6.6666666670000003, 9.1666666669999994, 
    8.3333333330000006, 4.1666666670000003, 3.3333333330000001, 
    6.6666666670000003, NA, 6.6666666670000003, 5), ef_legal_enforcement = c(4.3874440549999996, 
    4.5075380389999999, 2.302200397, 3.6328718229999999, 5.1966925230000003, 
    6.025331188, 6.2209925779999997, 7.2529624080000001, 4.6992565820000003, 
    4.7858144180000002, 0.94114834400000003, 3.803003329, 6.9703051250000003, 
    5.5650377530000004, 3.3290655610000002, 1.068746974, 7.3653548349999998, 
    4.4915762920000004, 3.7930568099999999, 3.0722963170000002, 
    3.6632524489999998, 4.1711035259999996, 5.0839318269999998, 
    2.1391951530000002, 2.6546156600000002, 1.8245416809999999, 
    2.168525641, 3.6450240730000001, 6.0585816330000002, 0.50817146899999999, 
    2.223210769, 5.1093791450000001, 5.7399749189999998, 2.2171346430000001, 
    0.97005855600000002, 3.0117382039999998, 3.5235015679999999, 
    3.974267539, 4.6423873909999998, 4.0035154620000002, 3.8061487380000001, 
    5.3937316490000002, 3.5330088069999999, 4.8703785509999999, 
    3.4080551890000002, 3.833383955, 5.7048902019999996, 5.5467585919999998, 
    5.1090616600000001, 5.8251365399999999, 6.4305014380000003, 
    2.9158890450000001, 5.0944586459999996, 6.797722855, 5.8289968209999996, 
    3.7162640229999999, 4.1250379659999998, 3.389826813, 5.3865507150000003, 
    3.2986849349999998, 4.4454180540000001, 3.8819002789999999, 
    2.8612039180000002, 6.129145941, 4.9936788419999996, 6.7750945710000003, 
    3.1164011779999998, 3.1544324910000001, 5.6257990050000002, 
    4.8383027040000002, 3.9314807389999999, 3.4627403160000001, 
    3.596415071, 3.269386227, 6.329708858, 3.7304987669999998, 
    6.3394103450000001, 4.4203770139999996, 7.5074041249999999, 
    5.0688589740000003, 4.518921969, 5.2059431749999998, 5.5264667259999998, 
    3.1594255609999999, 3.9279061620000002, 2.8733561679999999, 
    3.6239475470000002, 6.242192341, 7.4560586549999996, 3.9366171859999999, 
    2.9584219219999999, 2.3320185050000002, 4.9952597169999997, 
    2.6324661059999999, 5.3523733699999996, 6.2664968419999996, 
    5.0341990130000003, 5.8895929430000002, 4.3180543440000001, 
    5.7867178680000002, 4.7957190430000001, 5.0108849749999997, 
    0, 1.870795505, 4.8226266620000002, 3.3715984379999999, 5.1387185239999997, 
    7.1840615400000001, 5.1433851319999997, 4.0279304229999999, 
    4.4751580100000004, 6.8485286969999999, 5.0403577039999998, 
    3.754394327, 2.691072412, 1.010607601, 4.0747236310000003, 
    5.0849412940000001, 3.1164011779999998, 4.123415198, 5.2971168339999997, 
    4.8564295099999999, 5.0383449980000004, 6.9222993129999999, 
    3.73125763, 4.4602559880000001, 2.7882904150000001, 3.1999457320000002, 
    4.064276714, 4.1833065610000002, 7.6610214809999997, 3.1407056789999999, 
    4.2283320949999998, 3.925506183, 5.5759646209999998, 3.6146434470000002, 
    3.7969272040000002, 2.745757539, 1.5912937439999999, 4.9773996110000001, 
    5.1627881049999997, 3.2196953069999998, 5.5091272440000001, 
    5.6745603610000002, 5.7144901199999998, 6.2724713980000004, 
    0, 3.9007000619999999, 2.9644980470000002, 4.8819593929999998, 
    4.5805531110000004, 4.869959497, 4.8026204999999997, 5.8349395959999999, 
    4.3944280769999997, 5.4461183660000003, 3.5910653720000001, 
    2.3831418329999998, 5.6879887780000002, 3.7808029900000002, 
    3.5084186019999999, 2.374700829, 4.3874440549999996, 4.5075380389999999, 
    2.302200397, 4.123465983, 5.1966925230000003, 6.1631519279999996, 
    6.2209925779999997, 7.2529624080000001, 4.6992565820000003, 
    4.7858144180000002, 0.94114834400000003, 3.803003329, NA, 
    5.5650377530000004, 3.3290655610000002, 1.068746974, 7.3653548349999998, 
    3.9933340230000001, 3.7930568099999999, 3.3360712509999999, 
    3.7422420770000002, 4.1711035259999996, 4.7679733149999999, 
    2.1391951530000002, 2.6546156600000002, 1.8245416809999999, 
    2.168525641, 3.6450240730000001, 6.0585816330000002, 0.50817146899999999, 
    2.223210769, 5.1093791450000001, 6.0678094790000001, 2.2171346430000001, 
    0.97005855600000002, 3.0117382039999998, 3.5235015679999999, 
    3.974267539, 5.1390867929999997, 4.0035154620000002, 3.8547577400000002, 
    6.1850564500000003, 4.1736050740000001, 4.3805108170000002, 
    3.4080551890000002, 3.833383955, 5.9309830029999997, 5.5467585919999998, 
    5.1090616600000001, 6.6541434749999997, 6.4305014380000003, 
    2.9158890450000001, 5.0944586459999996, 6.4999927189999998, 
    5.8289968209999996, 3.7162640229999999, 4.1250379659999998, 
    3.389826813, 5.3865507150000003, 3.4809686919999998, 4.5547883090000001, 
    3.8819002789999999, 2.8612039180000002, 6.4633836130000004, 
    6.5763284439999996, 6.7750945710000003, 2.5938544079999999, 
    1.914978802, 5.6257990050000002, NA, 3.9314807389999999, 
    3.4627403160000001, 3.596415071, 3.5488879880000002, 6.329708858, 
    3.3762867139999999, 6.3394103450000001, 4.4203770139999996, 
    7.5074041249999999, 5.0688589740000003, 4.518921969, 5.2059431749999998, 
    5.5264667259999998, 3.1594255609999999, 3.9279061620000002, 
    2.8733561679999999, 3.6239475470000002, 6.242192341, 7.4560586549999996, 
    3.9366171859999999, 2.9584219219999999, 2.3320185050000002, 
    4.9952597169999997, 2.6324661059999999, 4.4774113360000003, 
    6.2664968419999996, 5.0341990130000003, 5.8918538710000004, 
    4.3180543440000001, 5.7867178680000002, 4.7957190430000001, 
    5.0898746030000002, 0, 1.870795505, 4.8226266620000002, 3.3715984379999999, 
    5.1387185239999997, 7.1840615400000001, 5.1433851319999997, 
    3.161241355, 3.1166411869999999, 7.7528998979999999, 5.1375757069999999, 
    3.754394327, 2.985719478, 1.010607601, 4.0747236310000003, 
    5.0849412940000001, 3.1164011779999998, 4.123415198, 5.5037050919999997, 
    4.8564295099999999, 4.849985116, 6.9222993129999999, 3.73125763, 
    4.4602559880000001, 2.7882904150000001, 3.1999457320000002, 
    4.064276714, 4.1833065610000002, 7.6610214809999997, 3.3286173899999998, 
    4.2283320949999998, 3.925506183, 5.4969749930000003, 3.6146434470000002, 
    NA, 2.745757539, 1.5912937439999999, 6.1983007319999999, 
    5.8410665059999998, 3.2196953069999998, 5.5455839950000003, 
    5.6745603610000002, 5.7144901199999998, 5.9637636079999998, 
    0, 3.9007000619999999, 2.9644980470000002, 4.8819593929999998, 
    4.5805531110000004, 4.869959497, 4.8026204999999997, 5.5128033900000002, 
    4.5037983309999996, 5.4461183660000003, 3.5910653720000001, 
    3.212148767, 5.6879887780000002, 3.7808029900000002, 3.5084186019999999, 
    2.374700829, 4.3869999999999996, 4.508, 2.302, 4.6509999999999998, 
    5.3179999999999996, 6.1630000000000003, 6.367, 7.2530000000000001, 
    5.4909999999999997, 4.7859999999999996, 0.94099999999999995, 
    3.8029999999999999, NA, 5.5650000000000004, 3.3290000000000002, 
    1.069, 7.3650000000000002, 3.9929999999999999, 3.915, 3.3359999999999999, 
    3.742, 4.1710000000000003, 4.7679999999999998, 2.1389999999999998, 
    2.6549999999999998, 1.825, 2.169, 4.8140000000000001, 6.0590000000000002, 
    0.50800000000000001, 2.2229999999999999, 5.109, 6.0679999999999996, 
    2.2170000000000001, 0.96999999999999997, 3.012, 3.524, 3.9740000000000002, 
    5.1390000000000002, 4.0039999999999996, 3.855, 5.9589999999999996, 
    4.5129999999999999, 4.3810000000000002, 3.4079999999999999, 
    3.8330000000000002, 5.931, 5.5469999999999997, 5.109, 6.6539999999999999, 
    6.431, 2.9159999999999999, 5.0940000000000003, 6.5, 6.3570000000000002, 
    3.7160000000000002, 4.125, 3.3900000000000001, 5.3869999999999996, 
    3.4809999999999999, 4.5549999999999997, 3.8820000000000001, 
    2.8610000000000002, 6.4630000000000001, 6.5759999999999996, 
    6.7750000000000004, 2.5939999999999999, 1.915, 5.6260000000000003, 
    NA, 3.931, 3.4630000000000001, 3.5960000000000001, 2.758, 
    6.3300000000000001, 3.3759999999999999, 6.3390000000000004, 
    4.0919999999999996, 8.1050000000000004, 5.069, 4.5190000000000001, 
    5.2060000000000004, 5.5259999999999998, 3.1589999999999998, 
    3.9279999999999999, 2.8730000000000002, 3.6419999999999999, 
    6.7699999999999996, 7.4560000000000004, 4.1630000000000003, 
    2.9580000000000002, 3.0099999999999998, 4.9950000000000001, 
    2.6320000000000001, 4.4770000000000003, 6.266, 5.0339999999999998, 
    5.6550000000000002, 4.3179999999999996, 5.7869999999999999, 
    4.7960000000000003, 5.0899999999999999, 0, 1.871, 4.8230000000000004, 
    3.3719999999999999, 5.1390000000000002, 7.1840000000000002, 
    4.9249999999999998, 3.161, 3.117, 7.7530000000000001, 5.1379999999999999, 
    3.6019999999999999, 2.9860000000000002, 1.0109999999999999, 
    4.1879999999999997, 5.085, 3.1160000000000001, 4.1230000000000002, 
    5.5039999999999996, 4.8559999999999999, 4.8499999999999996, 
    7.1479999999999997, 3.7309999999999999, 4.46, 2.7879999999999998, 
    3.613, 4.0640000000000001, 4.1829999999999998, 7.7670000000000003, 
    3.3290000000000002, 4.2279999999999998, 3.9260000000000002, 
    5.4969999999999999, 3.6150000000000002, NA, 2.746, 1.591, 
    6.1980000000000004, 6.0670000000000002, 3.2200000000000002, 
    5.5460000000000003, 5.6749999999999998, 5.7140000000000004, 
    5.9640000000000004, 0, 3.9009999999999998, 2.964, 4.8819999999999997, 
    4.5810000000000004, 4.8700000000000001, 4.8029999999999999, 
    5.5490000000000004, 4.5039999999999996, 5.4459999999999997, 
    3.8460000000000001, 3.2120000000000002, 5.6879999999999997, 
    3.7810000000000001, 3.508, 2.3740000000000001, 4.3874440549999996, 
    4.3860155340000002, 2.302200397, 4.7725383539999999, 5.318215028, 
    6.1631519279999996, 6.3789718339999997, 7.2529624080000001, 
    5.4905813830000003, 4.7858144180000002, 0.94114834400000003, 
    3.803003329, NA, 5.583266128, 3.3290655610000002, 1.068746974, 
    7.3653548349999998, 3.9933340230000001, 3.9145793150000001, 
    3.3360712509999999, 3.9974393369999999, 4.1711035259999996, 
    4.7679733149999999, 2.1391951530000002, 2.6546156600000002, 
    1.8245416809999999, 2.168525641, 4.8138966339999998, 6.0585816330000002, 
    0.50817146899999999, 2.223210769, 5.1093791450000001, 6.0678094790000001, 
    2.089536013, 0.97005855600000002, 3.0117382039999998, 3.5235015679999999, 
    3.974267539, 5.3152944250000003, 4.0035154620000002, 3.8547577400000002, 
    5.9589636490000002, 4.5127442750000002, 4.3805108170000002, 
    3.4080551890000002, 3.833383955, 5.9309830029999997, 5.5467585919999998, 
    5.1090616600000001, 6.8303511060000002, 6.4305014380000003, 
    2.9158890450000001, 5.0944586459999996, 6.4999927189999998, 
    6.6203216219999996, 3.7162640229999999, 4.1250379659999998, 
    3.389826813, 5.6503256479999999, 3.4809686919999998, 4.5547883090000001, 
    3.8819002789999999, 2.8612039180000002, 6.4633836130000004, 
    6.5763284439999996, 6.7750945710000003, 2.5938544079999999, 
    1.914978802, 5.6257990050000002, NA, 3.9314807389999999, 
    3.4627403160000001, 3.596415071, 2.7575631870000001, 5.7950098380000004, 
    3.3762867139999999, 6.3394103450000001, 4.0922662519999999, 
    8.105416731, 5.0567067239999997, 6.2569984940000003, NA, 
    5.5264667259999998, 3.1594255609999999, 3.9279061620000002, 
    NA, 3.6239475470000002, 6.7697422080000003, 7.4560586549999996, 
    4.1627099870000004, 2.4237229010000001, 3.0102969060000002, 
    4.9952597169999997, 2.6324661059999999, 4.4774113360000003, 
    6.2664968419999996, 5.0341990130000003, 5.656196735, 4.4537100240000003, 
    5.7867178680000002, 4.7957190430000001, 5.0898746030000002, 
    0, 1.870795505, 4.8226266620000002, 3.3715984379999999, 5.1387185239999997, 
    7.1840615400000001, 4.9248287590000004, 3.161241355, 3.1166411869999999, 
    7.7528998979999999, 5.1375757069999999, 3.6024911959999999, 
    2.985719478, 1.010607601, 4.1877700310000003, 5.0849412940000001, 
    3.1164011779999998, 4.123415198, 5.5037050919999997, 4.8564295099999999, 
    4.849985116, 7.5470671840000003, 3.73125763, 4.0080703880000002, 
    2.7882904150000001, 3.6131222479999998, 4.064276714, 4.1833065610000002, 
    7.7665314539999999, 4.5344456580000001, 4.2283320949999998, 
    3.925506183, 5.4969749930000003, 3.6146434470000002, NA, 
    2.745757539, 1.5912937439999999, 6.1496917299999998, 6.0671593059999998, 
    3.2196953069999998, 5.5455839950000003, 5.6745603610000002, 
    5.7144901199999998, 6.2371892439999996, 0, 3.147057395, 2.9644980470000002, 
    4.8819593929999998, 5.7863813789999998, 4.869959497, 4.8026204999999997, 
    5.3307037670000001, 4.7468433409999999, 5.4461183660000003, 
    3.8462626320000002, 3.212148767, 5.6879887780000002, 3.7808029900000002, 
    3.5084186019999999, 2.374700829, 4.3388350530000004, 4.3860155340000002, 
    2.302200397, 4.7725383539999999, 5.0144087659999999, 6.1631519279999996, 
    6.3789718339999997, 7.5544194759999996, 5.4905813830000003, 
    4.7858144180000002, 0.94114834400000003, 3.803003329, NA, 
    5.583266128, 3.3290655610000002, 1.068746974, NA, 3.9933340230000001, 
    3.9145793150000001, 3.3360712509999999, 3.9974393369999999, 
    4.1711035259999996, 4.7679733149999999, 2.1391951530000002, 
    2.6546156600000002, 1.8245416809999999, 2.168525641, 4.8138966339999998, 
    6.0585816330000002, 0.50817146899999999, 2.223210769, 5.1093791450000001, 
    6.730396635, 2.089536013, 0.86741549399999995, 3.0117382039999998, 
    3.5235015679999999, 3.5220819379999999, 5.3152944250000003, 
    4.0035154620000002, 3.8547577400000002, 5.9589636490000002, 
    4.5127442750000002, 4.3805108170000002, 3.4080551890000002, 
    3.833383955, 5.9309830029999997, 5.5467585919999998, 5.1090616600000001, 
    6.8303511060000002, 6.4305014380000003, 2.9158890450000001, 
    5.0944586459999996, 6.4999927189999998, 6.6203216219999996, 
    5.3365957579999996, 4.1250379659999998, 3.389826813, NA, 
    3.4809686919999998, 4.5547883090000001, 3.8819002789999999, 
    2.8612039180000002, 6.4633836130000004, 6.5763284439999996, 
    6.7750945710000003, 2.5938544079999999, 1.7114952809999999, 
    5.6257990050000002, NA, 3.9314807389999999, 3.4627403160000001, 
    3.596415071, 2.7575631870000001, 5.7950098380000004, 3.3762867139999999, 
    6.3394103450000001, 4.0922662519999999, 8.105416731, 5.0567067239999997, 
    6.2569984940000003, NA, 5.5264667259999998, 3.1594255609999999, 
    3.9279061620000002, NA, NA, 6.7697422080000003, 7.4560586549999996, 
    4.1627099870000004, 2.4237229010000001, 2.2088994419999999, 
    5.5907199900000002, 2.6324661059999999, 4.4774113360000003, 
    6.2664968419999996, 4.958834746, 5.5664662729999996, 6.187088159, 
    6.2389034680000002, 4.7957190430000001, 5.0898746030000002, 
    0, 1.870795505, 4.8226266620000002, 3.3715984379999999, 5.1387185239999997, 
    7.1840615400000001, 5.7538356930000001, 2.7359125889999998, 
    2.0958530419999999, 7.7528998979999999, 5.1375757069999999, 
    3.5538821949999999, 2.2565844500000001, 1.010607601, 4.1877700310000003, 
    5.0849412940000001, 3.4202074389999999, 4.1477196989999996, 
    5.5523140939999998, 4.8564295099999999, 4.849985116, 7.6155997820000003, 
    3.9493470720000001, 4.0080703880000002, 2.7882904150000001, 
    3.6131222479999998, NA, 1.583376028, 7.7665314539999999, 
    4.5344456580000001, 4.2283320949999998, 3.925506183, 5.4969749930000003, 
    3.6146434470000002, NA, 2.745757539, 1.5912937439999999, 
    6.2024467169999999, 6.0671593059999998, 3.2196953069999998, 
    5.5455839950000003, 5.6745603610000002, 5.7144901199999998, 
    6.2371892439999996, 0, 3.147057395, 2.9644980470000002, 4.8819593929999998, 
    5.7863813789999998, 4.0436064649999999, 4.9545236299999997, 
    5.3307037670000001, 4.7468433409999999, 6.5581508529999999, 
    3.8462626320000002, 3.212148767, 5.6879887780000002, 3.9934673730000001, 
    3.5084186019999999, 2.374700829, 5.3562526540000004, 4.3860155340000002, 
    2.302200397, 5.0155833640000003, 5.9941442340000002, 6.1631519279999996, 
    6.3789718339999997, 7.5544194759999996, 5.4905813830000003, 
    4.7858144180000002, 1.1538127279999999, 3.803003329, NA, 
    5.583266128, 3.3290655610000002, 1.068746974, NA, 3.9933340230000001, 
    3.9145793150000001, 4.0469779030000002, 3.9974393369999999, 
    4.1711035259999996, 4.7679733149999999, 2.1391951530000002, 
    2.6546156600000002, 2.4425286690000001, 2.168525641, 4.8138966339999998, 
    6.0585816330000002, 0.50817146899999999, 2.223210769, 5.1093791450000001, 
    6.730396635, 2.089536013, 0.86741549399999995, 3.0117382039999998, 
    3.5235015679999999, 2.4662557779999998, 5.3152944250000003, 
    4.0035154620000002, 3.8547577400000002, 5.9589636490000002, 
    4.5127442750000002, 4.3805108170000002, 3.4080551890000002, 
    3.833383955, 5.9066785020000001, 5.5467585919999998, 5.1090616600000001, 
    6.8303511060000002, 6.468183572, 2.9158890450000001, 5.0944586459999996, 
    6.4999927189999998, 6.6203216219999996, 5.3968871710000004, 
    4.1250379659999998, 3.389826813, NA, 3.4809686919999998, 
    4.5547883090000001, 3.8819002789999999, 2.8612039180000002, 
    6.4633836130000004, 6.5763284439999996, 6.8237035730000004, 
    2.5938544079999999, 1.7114952809999999, 5.6257990050000002, 
    NA, 3.9314807389999999, 3.4627403160000001, 3.183238555, 
    2.7575631870000001, 5.7950098380000004, 3.3762867139999999, 
    6.3394103450000001, 4.0922662519999999, 8.105416731, 5.0567067239999997, 
    6.743088513, NA, 5.5264667259999998, 3.1594255609999999, 
    3.9279061620000002, NA, NA, 6.9581528749999997, 7.4560586549999996, 
    5.7864829479999997, 2.4237229010000001, 2.2088994419999999, 
    5.5907199900000002, 2.6324661059999999, 4.4774113360000003, 
    6.2664968419999996, 4.6132321469999997, 5.4534198729999996, 
    6.2624524260000003, 6.2389034680000002, 4.7957190430000001, 
    5.0898746030000002, 0, NA, 6.2545477299999996, 3.3715984379999999, 
    5.1387185239999997, 7.1840615400000001, 5.7538356930000001, 
    2.7359125889999998, 5.0761286999999999, 7.7528998979999999, 
    5.1375757069999999, 3.5538821949999999, 2.2565844500000001, 
    1.010607601, 4.1877700310000003, 5.0698684399999996, 3.4202074389999999, 
    4.1477196989999996, 5.5523140939999998, 4.8564295099999999, 
    4.849985116, 7.6155997820000003, 3.9493470720000001, 4.0080703880000002, 
    3.389826813, 3.7771776290000001, NA, 1.583376028, 7.7665314539999999, 
    4.5344456580000001, 4.2283320949999998, 3.925506183, 5.5759646209999998, 
    3.6146434470000002, NA, 2.745757539, 1.5912937439999999, 
    6.2024467169999999, 6.0671593059999998, 3.2196953069999998, 
    5.5455839950000003, 5.6745603610000002, 6.1139207329999996, 
    6.2371892439999996, 0, 3.147057395, 2.9644980470000002, 4.8819593929999998, 
    5.7863813789999998, 4.0436064649999999, 5.3580494439999997, 
    5.3307037670000001, 5.8838850870000003, 6.8011958620000001, 
    3.8462626320000002, 3.9657914339999998, 5.6879887780000002, 
    5.1738483239999997, 4.5635183359999996, 2.374700829, 5.3562526540000004, 
    4.3860155340000002, 2.302200397, 5.0155833640000003, 5.9941442340000002, 
    6.1631519279999996, 6.3789718339999997, 7.5544194759999996, 
    5.4905813830000003, 4.7858144180000002, 1.1538127279999999, 
    NA, NA, 5.583266128, 3.3290655610000002, 1.068746974, NA, 
    3.9933340230000001, 3.5257073000000001, 4.0469779030000002, 
    3.9974393369999999, 4.1711035259999996, 4.7679733149999999, 
    2.1391951530000002, 2.6546156600000002, 2.4425286690000001, 
    2.168525641, 4.8138966339999998, 6.0585816330000002, 0.50817146899999999, 
    2.223210769, 5.1093791450000001, 6.730396635, 2.089536013, 
    0.86741549399999995, 3.0117382039999998, 3.5235015679999999, 
    2.4662557779999998, 5.3981951190000004, 4.0035154620000002, 
    3.8547577400000002, 5.9589636490000002, 4.5127442750000002, 
    4.3805108170000002, 3.4080551890000002, 3.833383955, 5.9066785020000001, 
    4.8684801919999998, 5.1090616600000001, 6.8303511060000002, 
    6.9128327460000003, 2.9158890450000001, 4.8909751249999998, 
    6.4999927189999998, 6.6203216219999996, 5.3968871710000004, 
    4.1250379659999998, 3.389826813, NA, 3.4809686919999998, 
    4.5547883090000001, 3.8819002789999999, 2.8612039180000002, 
    7.0662977470000001, 6.5763284439999996, 6.8237035730000004, 
    2.5938544079999999, 1.1688725609999999, 5.6257990050000002, 
    NA, 3.9314807389999999, 3.4627403160000001, 3.183238555, 
    2.7575631870000001, 5.7950098380000004, 3.3762867139999999, 
    6.1886818110000004, 4.0922662519999999, 8.105416731, 5.0567067239999997, 
    6.743088513, NA, 6.2801093940000001, 3.1594255609999999, 
    3.8151555799999999, NA, NA, 6.9581528749999997, 7.4560586549999996, 
    5.7864829479999997, 2.4237229010000001, 3.1132706429999999, 
    5.5907199900000002, 2.6324661059999999, NA, 6.2664968419999996, 
    4.54639477, 5.3926586209999998, 6.074041759, 6.2389034680000002, 
    4.7957190430000001, 5.0898746030000002, 0, NA, 6.2545477299999996, 
    3.3715984379999999, 5.1387185239999997, 7.4757155519999996, 
    5.7538356930000001, 2.7359125889999998, 5.0761286999999999, 
    7.7528998979999999, 5.1375757069999999, 3.5538821949999999, 
    2.2565844500000001, 1.010607601, 4.1877700310000003, 5.0698684399999996, 
    3.4202074389999999, 4.270864972, 5.5523140939999998, 4.8564295099999999, 
    4.849985116, 7.5326990890000003, 3.9493470720000001, 4.0080703880000002, 
    3.389826813, 3.7771776290000001, NA, 1.583376028, 7.7665314539999999, 
    4.3837171240000004, 4.2283320949999998, 3.925506183, 5.5382824880000001, 
    3.6146434470000002, NA, 2.745757539, 1.5912937439999999, 
    4.7403799419999997, 6.0671593059999998, 3.2196953069999998, 
    5.5455839950000003, 5.6745603610000002, 6.1139207329999996, 
    6.1073239849999998, 0, 3.147057395, 2.9644980470000002, 4.8819593929999998, 
    5.6040976220000003, 4.0436064649999999, 5.3580494439999997, 
    4.8256298299999996, 5.950722464, 7.3287457299999996, 3.8839447649999999, 
    3.9657914339999998, 6.5096942049999997, 5.5431332309999997, 
    4.5635183359999996, 2.374700829, 5.173968897, 4.3860155340000002, 
    2.302200397, 5.0155833640000003, 7.1622903689999999, 6.2299893060000002, 
    6.3789718339999997, 7.5544194759999996, 5.4905813830000003, 
    4.7858144180000002, 1.1538127279999999, NA, NA, 5.6501035059999998, 
    3.3290655610000002, 1.068746974, NA, 3.9933340230000001, 
    3.5257073000000001, 4.0469779030000002, 4.8196362700000002, 
    NA, 4.7679733149999999, 2.1391951530000002, 2.6546156600000002, 
    NA, 2.168525641, 4.8138966339999998, NA, 0.50817146899999999, 
    2.223210769, 5.1093791450000001, 6.730396635, 2.089536013, 
    0.75436909399999996, 3.0117382039999998, 3.5235015679999999, 
    2.4662557779999998, 5.3981951190000004, 4.0035154620000002, 
    3.8547577400000002, 5.9589636490000002, 4.5127442750000002, 
    4.3805108170000002, 3.4080551890000002, 3.833383955, 5.6636334919999998, 
    4.8684801919999998, 5.1090616600000001, 6.8303511060000002, 
    6.9128327460000003, 2.9158890450000001, NA, 6.4999927189999998, 
    6.6203216219999996, 5.3968871710000004, 4.1250379659999998, 
    3.389826813, NA, 3.4809686919999998, 4.5547883090000001, 
    4.0477016649999999, 2.8612039180000002, 7.1695918760000001, 
    6.5763284439999996, 6.8237035730000004, 2.5938544079999999, 
    1.1688725609999999, 5.6257990050000002, NA, 4.9488983400000004, 
    3.4627403160000001, 3.183238555, 2.7575631870000001, 6.3722417350000002, 
    3.3762867139999999, 6.1886818110000004, 4.0922662519999999, 
    8.105416731, 5.0567067239999997, 6.743088513, NA, 6.7322949940000001, 
    NA, 3.8151555799999999, NA, NA, 6.9581528749999997, 7.4560586549999996, 
    5.6649604440000001, 2.4237229010000001, 3.1132706429999999, 
    4.3848917219999999, 2.6324661059999999, NA, 6.2664968419999996, 
    4.54639477, 5.3926586209999998, 6.4439298550000004, 6.2389034680000002, 
    4.7957190430000001, 4.2985498020000001, 0, NA, 6.2545477299999996, 
    3.3715984379999999, 5.1083378980000003, 7.4757155519999996, 
    4.766563799, 2.7359125889999998, 5.0761286999999999, 7.7528998979999999, 
    5.1375757069999999, 3.5538821949999999, 2.2565844500000001, 
    1.010607601, 4.1877700310000003, 5.0698684399999996, 3.4202074389999999, 
    4.270864972, 5.5523140939999998, NA, 4.849985116, 7.5326990890000003, 
    3.9493470720000001, NA, 3.389826813, 3.9230046349999999, 
    NA, 1.583376028, 7.7665314539999999, 4.3837171240000004, 
    4.2283320949999998, 3.925506183, 5.5382824880000001, 3.6146434470000002, 
    NA, NA, NA, 4.7403799419999997, 5.8636757859999999, 3.2196953069999998, 
    5.5455839950000003, NA, 6.1139207329999996, 6.1073239849999998, 
    NA, 3.147057395, 2.9644980470000002, 4.8819593929999998, 
    6.1570250179999997, 4.0436064649999999, 5.3429765910000002, 
    4.8256298299999996, 6.0357882180000004, 7.3287457299999996, 
    3.8839447649999999, 3.9657914339999998, 6.5096942049999997, 
    NA, 4.5635183359999996, 2.374700829, 5.173968897, 4.3860155340000002, 
    2.302200397, 5.0155833640000003, 7.1622903689999999, 6.2299893060000002, 
    6.3789718339999997, 7.5544194759999996, 5.4905813830000003, 
    4.7858144180000002, 1.1538127279999999, NA, NA, 5.6501035059999998, 
    3.3290655610000002, 1.068746974, NA, 3.9933340230000001, 
    3.6472298040000002, 3.585795574, 4.8196362700000002, NA, 
    4.7679733149999999, 2.103389468, 2.6546156600000002, NA, 
    2.168525641, 4.8138966339999998, NA, 0.50817146899999999, 
    0.29707907, 5.1093791450000001, 6.730396635, 1.8039581280000001, 
    0.75436909399999996, 3.0117382039999998, 3.5235015679999999, 
    2.4662557779999998, 5.3981951190000004, 4.0035154620000002, 
    3.8547577400000002, 6.1850564500000003, 4.5127442750000002, 
    4.3805108170000002, 3.4080551890000002, 3.833383955, 5.6636334919999998, 
    4.8684801919999998, 5.1090616600000001, 7.0065587379999998, 
    6.9128327460000003, 2.9158890450000001, NA, 6.4999927189999998, 
    6.6203216219999996, 5.3968871710000004, 4.1250379659999998, 
    3.389826813, NA, 3.4809686919999998, 4.5547883090000001, 
    4.0477016649999999, 2.8612039180000002, 7.1695918760000001, 
    6.6978509490000002, 6.9452260780000001, 2.5938544079999999, 
    1.1688725609999999, 5.5127526050000002, NA, 4.9488983400000004, 
    3.4627403160000001, 3.183238555, 2.7575631870000001, 6.3722417350000002, 
    3.3762867139999999, 6.1886818110000004, 4.0922662519999999, 
    8.105416731, 5.0567067239999997, 6.743088513, NA, 6.7322949940000001, 
    NA, 4.0419748059999998, NA, NA, 6.9581528749999997, 7.4560586549999996, 
    5.6649604440000001, 2.4237229010000001, 2.2088994419999999, 
    4.3848917219999999, 2.587247546, NA, 6.2664968419999996, 
    3.981162769, 5.3926586209999998, 6.4439298550000004, 6.2389034680000002, 
    4.7957190430000001, 4.2985498020000001, 0, NA, 6.2545477299999996, 
    3.3715984379999999, 5.1083378980000003, 7.4757155519999996, 
    4.766563799, 2.7359125889999998, 5.0761286999999999, 7.7528998979999999, 
    5.1375757069999999, 3.5538821949999999, 2.2565844500000001, 
    1.010607601, 4.1877700310000003, 5.0698684399999996, 3.4202074389999999, 
    4.270864972, 5.5523140939999998, NA, 4.849985116, 7.5326990890000003, 
    3.7232542720000001, NA, 3.389826813, 3.9230046349999999, 
    NA, 1.583376028, 7.7665314539999999, 4.3837171240000004, 
    4.2283320949999998, 3.925506183, 5.5382824880000001, 3.6146434470000002, 
    NA, NA, NA, 4.7403799419999997, 5.8636757859999999, 3.2196953069999998, 
    5.5455839950000003, NA, 6.1139207329999996, 6.1073239849999998, 
    NA, 3.147057395, 2.9644980470000002, 4.8819593929999998, 
    6.1570250179999997, 3.8928779320000002, 5.3429765910000002, 
    4.8256298299999996, 6.0357882180000004, 7.3287457299999996, 
    3.8839447649999999, 3.9657914339999998, 6.5096942049999997, 
    NA, 4.5635183359999996, 5.4303407540000004), ef_legal_restrictions = c(6.4852866100000002, 
    6.6266921529999996, 5.4558822879999997, 6.8571951029999996, 
    9.8019630899999992, 8.2056549969999999, 8.1004939399999998, 
    9.8303119460000001, 6.1493502109999998, 8.8553145339999997, 
    3.1204785149999998, 6.1747971340000003, 9.9433022879999999, 
    4.7670099869999998, 7.2882318110000002, 6.58160217, 6.9012025269999997, 
    6.7541258099999997, 7.8371198660000001, 7.8132932779999997, 
    8.3546879829999998, 4.8027732580000002, 8.6876519000000005, 
    4.7892162410000001, 8.5463127019999998, 7.5281843799999999, 
    3.3746655759999999, 8.9711404619999993, 8.8281809290000002, 
    4.9667335780000004, 4.9280585889999999, 9.0669182470000003, 
    8.5138466620000006, 9.0919600870000004, 5.6331342409999996, 
    3.960541938, 8.6744901809999995, 7.000559719, 7.5134023259999996, 
    6.4113099949999999, 8.1559764010000002, 9.7271763080000007, 
    8.0319161060000006, 8.5915353769999996, 8.2209748269999992, 
    8.1650209359999995, 9.5049077250000007, 7.0449722269999997, 
    7.7098189010000002, 7.7968908890000002, 6.3908567679999999, 
    4.6208097840000004, 6.2544449220000002, 9.9811007630000006, 
    6.8148743610000002, 7.0737261670000002, 8.0442013110000001, 
    8.3301867220000005, 6.2429035380000002, 7.2849247950000002, 
    7.6374626210000001, 2.7318924629999999, 7.5782680600000001, 
    6.9491944419999996, 8.0257071569999994, 8.7504922149999995, 
    6.2371660200000001, 6.7500777760000004, 7.8995550980000004, 
    7.1624848349999999, 8.5828959260000008, 5.7408584940000003, 
    8.2512827560000002, 6.4384436000000003, 7.8477847360000004, 
    6.7203118269999997, 9.9009815450000005, 6.8748790890000002, 
    8.2196268840000002, 9.1741710689999998, 9.8681104210000008, 
    8.6696291760000008, 9.0307401069999997, 7.418029625, 6.5247717659999998, 
    4.6322184760000003, NA, 9.6708836789999992, 6.1791867099999997, 
    8.3811469160000005, 5.1188039910000001, 8.1700146329999992, 
    8.6038205820000009, 5.803227379, 5.3117808579999997, 7.5618656709999996, 
    9.4814862200000007, 7.4259266559999997, 9.5344718329999996, 
    9.1112644080000003, 7.644076654, 7.4804648570000003, 7.5676031899999998, 
    7.0458487400000003, 4.4810245760000003, 8.3087906359999995, 
    7.947613359, 9.9482296389999991, 7.2980865140000004, 7.2019036449999998, 
    5.2463745450000001, 9.1215241939999991, 8.0540560140000004, 
    5.5623263449999998, 8.7858601870000008, 6.9299564670000002, 
    8.5389548479999995, 8.7735086360000007, 7.9250683669999997, 
    9.2777117919999998, 7.5815087300000004, 9.6556965409999993, 
    9.2374164679999993, 9.6885676650000008, 9.8348342140000007, 
    9.9716511440000009, 6.3776950499999998, 8.6827245479999995, 
    7.0753465020000004, 5.3915613379999998, 8.9616908429999995, 
    9.6881625810000003, 8.4070652700000004, 7.0671121340000003, 
    7.7586209840000002, 7.3597115779999998, 8.9374591710000004, 
    4.6272911250000002, 7.2692662280000002, 8.4542470170000001, 
    9.5989988289999992, 4.0928366, 7.8863933790000003, 8.300622615, 
    7.0244526540000001, 7.4681133050000001, NA, 2.008727741, 
    6.243780052, 7.2577911899999998, 8.8815716259999995, 8.1872271899999998, 
    9.0870327359999994, 9.9059088959999997, 8.0158524549999992, 
    8.8909534969999999, 6.451671664, 8.1297193100000005, 8.7160671020000002, 
    9.0492342610000005, 5.8952930639999996, 6.8214220470000004, 
    6.3866732390000003, 6.6266921529999996, 5.4230111650000001, 
    6.8571951029999996, 9.8019630899999992, 8.2056549969999999, 
    8.1004939399999998, 9.7736142340000001, 6.1493502109999998, 
    8.8553145339999997, 3.0876073910000001, 6.1747971340000003, 
    NA, 4.7670099869999998, 7.2882318110000002, 3.9519122719999999, 
    6.9012025269999997, 6.7541258099999997, 7.8371198660000001, 
    8.0967818400000002, 8.3875591069999995, 4.8027732580000002, 
    8.8388457989999996, 4.7563451170000004, 8.5134415780000001, 
    7.5281843799999999, 3.3746655759999999, 8.6691577459999998, 
    8.8281809290000002, 4.9338624539999998, 4.9609297129999996, 
    9.0669182470000003, 8.5138466620000006, 9.0401897259999995, 
    5.3882543219999999, 4.9173937189999997, 8.5232962810000004, 
    6.9348174719999998, 7.1846910890000002, 6.4113099949999999, 
    8.1559764010000002, 9.7271763080000007, 7.999044982, 8.5915353769999996, 
    8.7016901319999995, 8.1650209359999995, 9.5049077250000007, 
    7.012101103, 7.7098189010000002, 8.0803794510000007, 6.3908567679999999, 
    4.6019105470000001, 6.2544449220000002, 9.9811007630000006, 
    6.8148743610000002, 8.7361815909999994, 8.0442013110000001, 
    8.3301867220000005, 6.3743880329999998, 7.2282270830000002, 
    7.070485497, 2.6990213390000002, 7.7105627229999998, 6.9491944419999996, 
    8.0257071569999994, 8.7504922149999995, 6.5844391580000003, 
    5.9320795300000002, 7.8995550980000004, NA, 8.5828959260000008, 
    5.7408584940000003, 8.2512827560000002, 6.4384436000000003, 
    7.8477847360000004, 6.6447148770000002, 9.9009815450000005, 
    6.8420079659999997, 8.2196268840000002, 8.9095817440000005, 
    9.8681104210000008, 8.6696291760000008, 9.0307401069999997, 
    7.418029625, 6.4919006420000001, 4.8951874660000003, NA, 
    9.6708836789999992, 6.1791867099999997, 8.3811469160000005, 
    5.0859328680000004, 8.1371435099999996, 8.6366917060000006, 
    5.5731295129999996, 5.278909734, 7.5618656709999996, 6.2510715599999997, 
    7.4950436680000001, 9.6002140800000006, 9.1112644080000003, 
    7.6769477769999996, 7.6448204750000004, 7.4689898189999999, 
    6.717137503, 4.4810245760000003, 8.3276898740000007, 7.947613359, 
    9.9482296389999991, 7.2980865140000004, 6.380125552, 5.2331450789999998, 
    9.1215241939999991, 8.7114784879999991, 5.5623263449999998, 
    8.7858601870000008, 6.9299564670000002, 8.5060837239999998, 
    8.7924078730000002, 7.9250683669999997, 9.2777117919999998, 
    7.5815087300000004, 9.6556965409999993, 9.1429202800000002, 
    9.6507691900000001, 9.7403380259999999, 9.9433022879999999, 
    5.305299518, 8.6827245479999995, 7.0753465020000004, 5.4244324610000003, 
    8.9616908429999995, 9.6881625810000003, 8.4070652700000004, 
    7.1657255050000002, 7.7586209840000002, 7.3597115779999998, 
    NA, 3.4933368749999998, 7.2692662280000002, 8.4542470170000001, 
    9.5989988289999992, 4.0928366, 7.8863933790000003, 8.4132078719999992, 
    7.2874216440000001, 7.4541414189999999, NA, 1.975856617, 
    6.243780052, 7.2577911899999998, 8.5528603879999991, 8.3515828079999999, 
    8.9407661869999995, 9.9059088959999997, 8.0158524549999992, 
    8.9238246209999996, 6.451671664, 8.1297193100000005, 8.7160671020000002, 
    9.0492342610000005, 5.8952930639999996, 6.8214220470000004, 
    6.2313621550000002, 6.6266921529999996, 5.4558822879999997, 
    6.8571951029999996, 9.8019630899999992, 8.2056549969999999, 
    8.1004939399999998, 9.7736142340000001, 3.6840159309999998, 
    8.8553145339999997, 3.0876073910000001, 5.9291070469999996, 
    NA, 9.9433022879999999, 4.7670099869999998, 7.2882318110000002, 
    3.8861700250000002, 6.7352265730000003, 7.8371198660000001, 
    8.0967818400000002, 8.3818893360000004, 4.8027732580000002, 
    8.8388457989999996, 4.7563451170000004, 8.5134415780000001, 
    7.4953132560000002, 3.3746655759999999, 8.6034154980000004, 
    8.8610520529999999, 4.9338624539999998, 4.9938008370000002, 
    9.0669182470000003, 8.5138466620000006, 9.0401897259999995, 
    6.0456767960000004, 5.0160070899999996, 8.5232962810000004, 
    6.9676885960000003, 7.1846910890000002, 6.4113099949999999, 
    8.0992786890000001, 9.7271763080000007, 7.9333027349999998, 
    8.6572776240000007, 8.6121212959999998, 8.1650209359999995, 
    9.5049077250000007, 7.012101103, 7.7098189010000002, 8.0803794510000007, 
    7.0687988150000001, 4.6019105470000001, 6.2544449220000002, 
    9.9482296389999991, 7.060564448, 8.7690527140000007, 8.0113301870000004, 
    8.3301867220000005, 6.3743880329999998, 7.1953559589999996, 
    7.070485497, 2.666150215, 7.7105627229999998, 6.9491944419999996, 
    8.0446063950000006, 8.7504922149999995, 6.646401558, 5.9320795300000002, 
    7.768070603, NA, 8.5828959260000008, 5.7408584940000003, 
    8.2512827560000002, 6.4384436000000003, 7.8477847360000004, 
    6.6447148770000002, 9.8820823079999993, 7.4665593159999997, 
    8.2007276460000007, 8.9095817440000005, 9.8681104210000008, 
    8.6367580519999994, 9.0307401069999997, 7.418029625, 6.4261583949999999, 
    4.8951874660000003, NA, 9.6897829160000004, 6.1791867099999997, 
    8.3482757920000008, 5.0859328680000004, 8.1042723859999999, 
    8.6695628300000003, 5.5402583889999999, 7.9085996329999997, 
    7.5618656709999996, 6.2510715599999997, 7.1196912619999999, 
    9.6002140800000006, 9.1112644080000003, 7.6769477769999996, 
    7.4936265750000004, 7.5018609429999996, 6.717137503, 4.5138957, 
    8.3276898740000007, 7.947613359, 9.9482296389999991, 7.2602880389999997, 
    6.380125552, 5.2331450789999998, 9.1215241939999991, 8.7114784879999991, 
    6.5897038459999999, 8.7858601870000008, 6.9628275899999998, 
    8.5060837239999998, 8.7924078730000002, 7.9250683669999997, 
    9.2777117919999998, 7.5815087300000004, 9.6556965409999993, 
    9.1807187549999991, 9.6507691900000001, 9.3623532770000004, 
    9.8866045749999998, 5.305299518, 8.0590497110000001, 7.0753465020000004, 
    5.3915613379999998, 8.9616908429999995, 9.6881625810000003, 
    8.4070652700000004, 7.4615656189999999, 7.7586209840000002, 
    7.3597115779999998, NA, 3.4933368749999998, 7.2692662280000002, 
    8.3219523550000005, 9.5989988289999992, 4.6409144879999999, 
    7.8863933790000003, 8.1831100059999997, 7.2874216440000001, 
    7.872421493, NA, 1.975856617, 6.243780052, 7.2577911899999998, 
    8.5528603879999991, 8.3515828079999999, 8.9078950629999998, 
    9.9059088959999997, 8.0815947020000003, 8.9238246209999996, 
    6.451671664, 8.1954615569999998, 8.7160671020000002, 9.0492342610000005, 
    4.7119326089999998, 6.8214220470000004, 6.3299755260000001, 
    6.6266921529999996, 5.4230111650000001, 6.8571951029999996, 
    9.8019630899999992, 8.2056549969999999, 8.1004939399999998, 
    9.7078719860000007, 3.7168870549999999, 8.8553145339999997, 
    3.0218651429999999, 5.9291070469999996, NA, 4.6158160869999998, 
    7.3071310489999997, 3.8861700250000002, 6.617713964, 6.7352265730000003, 
    7.8371198660000001, 8.0400841270000001, 8.5791160780000002, 
    4.8027732580000002, 8.8577450370000008, 4.6906028690000001, 
    8.5134415780000001, 7.4953132560000002, 3.3746655759999999, 
    8.6034154980000004, 8.3679851969999994, 4.9338624539999998, 
    4.1720227440000004, 9.0669182470000003, 8.4499943379999998, 
    9.0401897259999995, 6.0456767960000004, 3.960541938, 8.5232962810000004, 
    6.277394997, 6.9956987140000004, 6.4302092320000002, 8.2315733509999998, 
    9.7271763080000007, 7.8199073099999996, 8.6383783869999995, 
    8.5792501720000001, 8.1650209359999995, 9.5377788490000004, 
    8.5348376649999995, 7.7098189010000002, 8.0803794510000007, 
    7.0687988150000001, 3.053378538, 6.2544449220000002, 9.9482296389999991, 
    7.0416652099999997, 8.7690527140000007, 8.0113301870000004, 
    8.2973155980000008, 6.3415169100000002, 5.5517997729999999, 
    7.070485497, 2.666150215, 7.7105627229999998, 6.7980005419999996, 
    8.0446063950000006, 8.7504922149999995, 6.8107571770000002, 
    5.9320795300000002, 5.8541875729999999, NA, 8.5500248019999994, 
    6.0695697309999996, 8.2512827560000002, 6.1968706960000004, 
    7.8477847360000004, 7.1377817329999997, 9.7592372639999994, 
    7.2257965799999999, 8.1912780269999992, 8.9473802189999994, 
    9.8068904410000002, NA, 9.0023912510000006, 7.5881227630000003, 
    6.4261583949999999, NA, NA, 9.6897829160000004, 6.1791867099999997, 
    8.3293765549999996, 5.2486018049999998, 8.0714012620000002, 
    8.6601132110000005, 5.4745161419999997, 8.0400841270000001, 
    7.528994548, 6.2510715599999997, 7.1215811850000001, 9.6002140800000006, 
    9.1112644080000003, 7.6769477769999996, 7.3046341999999997, 
    6.9759229630000004, 5.4976652550000003, 4.4810245760000003, 
    8.3276898740000007, 7.947613359, 9.9482296389999991, 7.2602880389999997, 
    6.380125552, 3.6846130709999998, 9.1215241939999991, 8.7114784879999991, 
    6.5568327220000002, 8.7858601870000008, 6.9628275899999998, 
    8.5060837239999998, 8.7924078730000002, 7.9250683669999997, 
    9.2777117919999998, 7.5815087300000004, 9.6556965409999993, 
    9.1478476319999995, 9.6080433640000003, 9.3623532770000004, 
    9.8488060999999991, 3.6617433309999998, 8.0919208349999998, 
    7.0753465020000004, 5.3915613379999998, 8.9945619669999992, 
    9.6881625810000003, 7.27311102, 7.5273078670000002, 7.768070603, 
    7.3597115779999998, NA, 3.4933368749999998, 7.2692662280000002, 
    8.3219523550000005, 9.5989988289999992, 4.6409144879999999, 
    7.8863933790000003, 8.0844966350000007, 7.2545505199999996, 
    7.8913207300000003, NA, 1.9429854929999999, 6.243780052, 
    7.2577911899999998, 8.5717596260000004, 8.3326835710000005, 
    8.8322981130000002, 9.896459278, 8.0815947020000003, 8.9238246209999996, 
    6.451671664, 8.1954615569999998, 8.725516721, 9.0492342610000005, 
    4.6790614860000002, 6.8214220470000004, 5.7276304290000004, 
    6.4754982529999996, 5.4041119269999998, 6.8193966279999998, 
    9.8348342140000007, 8.2713972449999993, 8.1004939399999998, 
    9.6277527690000007, 3.7168870549999999, 8.5266032969999994, 
    3.1673215240000001, 5.2676337350000004, NA, 4.6158160869999998, 
    7.2882318110000002, 3.8861700250000002, NA, 6.7352265730000003, 
    7.7853495050000001, 8.0400841270000001, 8.5783736580000003, 
    4.8027732580000002, 8.7821480869999995, 4.6906028690000001, 
    8.4567438660000001, 7.4953132560000002, 3.3746655759999999, 
    8.5705443750000008, 8.3679851969999994, 4.9667335780000004, 
    4.1684335499999996, 9.0669182470000003, 8.2685616579999994, 
    9.0968874379999995, 6.904443197, 3.960541938, 8.5232962810000004, 
    5.656150663, 6.4192719709999997, 6.0850956060000003, 8.2315733509999998, 
    9.7271763080000007, 7.6498141720000001, 8.6055072629999998, 
    8.5792501720000001, 8.1650209359999995, 9.5049077250000007, 
    8.5348376649999995, 8.0385301380000005, 8.4205657259999995, 
    7.0687988150000001, 4.6019105470000001, 6.2215737979999997, 
    9.9622015249999993, 7.370376448, 8.9629724409999998, 5.7760937739999996, 
    9.3023485479999994, NA, 5.5517997729999999, 7.070485497, 
    2.633279092, 7.6916634850000003, 6.7980005419999996, 8.0446063950000006, 
    9.1449456990000009, 6.8674548890000002, 6.0012642889999999, 
    5.8352883350000004, NA, 8.4460789960000007, 6.0695697309999996, 
    8.2512827560000002, 6.1968706960000004, 7.8477847360000004, 
    7.1377817329999997, 9.5324464140000007, 7.2068973429999996, 
    8.1534795520000003, 8.9473802189999994, 9.7879912040000008, 
    NA, 9.0023912510000006, 7.5881227630000003, 6.3275450229999999, 
    NA, NA, 9.6897829160000004, 6.1791867099999997, 8.3293765549999996, 
    5.2157306820000002, 8.0385301380000005, 8.6506635920000008, 
    5.5073872650000002, 8.0400841270000001, 7.528994548, 6.2321723220000003, 
    6.8592868679999999, 9.5907644609999991, 9.1112644080000003, 
    7.6580485400000002, 6.9266494500000002, 6.7318532109999998, 
    5.4976652550000003, 4.4432261009999996, 8.3276898740000007, 
    7.947613359, 9.9482296389999991, 7.430381176, 6.380125552, 
    3.5447587129999998, 9.1215241939999991, 8.7114784879999991, 
    6.5239615979999996, 8.6864366480000008, 6.9628275899999998, 
    8.5060837239999998, 8.7924078730000002, 7.6851157990000001, 
    9.2070421929999995, 7.5815087300000004, 9.6556965409999993, 
    9.0960772700000003, 9.5513456510000001, 9.7074669030000003, 
    9.8488060999999991, 2.6978822189999998, 8.8717169229999993, 
    NA, 5.1507986020000001, 8.9427916060000001, 9.6881625810000003, 
    7.27311102, 7.5601789899999998, 7.429909747, 7.3408123400000003, 
    NA, 3.4744376369999999, 7.2692662280000002, 8.0573630299999994, 
    9.5989988289999992, 4.6409144879999999, 7.8863933790000003, 
    7.9530121400000002, 7.2356512830000002, 7.8913207300000003, 
    NA, 1.2526918950000001, 6.2343304330000002, 7.2577911899999998, 
    8.5717596260000004, 8.2570866209999991, 8.5249829619999993, 
    9.7551200799999993, 8.0487235790000007, 8.655590943, 6.4188005410000004, 
    8.4600508820000009, 8.725516721, 8.3918117859999999, 6.3226176719999998, 
    6.7556797990000002, 5.6290170579999996, 6.4754982529999996, 
    5.5035354659999998, 6.6595632770000002, 9.8019630899999992, 
    8.2290765019999998, 8.091044321, 9.6277527690000007, 3.2566913230000001, 
    8.5266032969999994, 3.1344504010000001, 4.7088246309999997, 
    NA, 4.6158160869999998, 7.2882318110000002, 3.8532989010000001, 
    NA, 6.7163273349999999, 7.7853495050000001, 8.0211848900000007, 
    8.5027767080000007, 4.8027732580000002, 8.763248849, 4.7431833980000002, 
    7.7057017170000002, 7.5281843799999999, 3.2423709129999998, 
    8.5610947559999993, 8.1978920599999991, 4.9667335780000004, 
    4.1684335499999996, 8.9867990290000002, 8.2685616579999994, 
    9.0590889630000007, 6.9093705480000001, 3.960541938, 8.5043970430000009, 
    4.2591610769999999, 6.3909231139999996, 6.2823223490000002, 
    8.560284588, 9.6137808830000004, 7.6498141720000001, 8.5726361390000001, 
    8.4091570339999997, 8.1650209359999995, 9.5283292300000006, 
    8.5348376649999995, 8.0385301380000005, 8.4205657259999995, 
    6.8798064400000003, 4.5830113089999998, 6.2544449220000002, 
    9.9293304009999996, 7.370376448, 8.9629724409999998, 5.7810211249999996, 
    9.3023485479999994, NA, 2.5796921350000002, 7.070485497, 
    2.8305058340000002, 7.6916634850000003, 8.0047825009999993, 
    8.0351567759999991, 9.1354960809999994, 6.7688415180000003, 
    6.0341354120000004, 5.8681594590000001, NA, 8.4600508820000009, 
    6.0695697309999996, 8.0672177319999996, 6.8353939329999998, 
    7.8288854990000001, 7.1377817329999997, 9.2111593769999995, 
    7.2068973429999996, 8.1156810769999996, 8.9473802189999994, 
    9.3138235849999997, NA, 9.0023912510000006, 7.6209938859999999, 
    5.4943582390000003, NA, NA, 9.6803332980000008, 6.1319386160000002, 
    8.1921545410000007, 5.1499884339999999, 7.5125921590000004, 
    8.6506635920000008, 5.5073872650000002, 8.0072130040000005, 
    7.528994548, 6.2321723220000003, 6.8592868679999999, 9.6096636990000004, 
    9.1018147890000005, 7.6391493019999999, 6.6431608879999997, 
    6.5765421269999997, NA, 4.5944200009999996, 8.2948187499999992, 
    7.8625667899999998, 9.9293304009999996, 7.6933501660000001, 
    5.7227030780000003, 3.3746655759999999, 9.1215241939999991, 
    8.7114784879999991, 6.491090475, 7.728651793, 6.9628275899999998, 
    8.5060837239999998, 8.7829582550000005, 7.6851157990000001, 
    8.8479566799999994, 7.5815087300000004, 9.6556965409999993, 
    9.1141663400000006, 9.1026913030000003, 7.6867361340000002, 
    9.8488060999999991, 2.694293026, 8.8717169229999993, NA, 
    4.9207007349999996, 8.6498534249999999, 9.6787129630000006, 
    7.2636614010000002, 7.6259212380000001, 7.4204601280000002, 
    7.1896184400000003, NA, 1.773506263, 7.2692662280000002, 
    8.0195645550000005, 9.5661277049999995, 4.6409144879999999, 
    7.8674941409999999, 7.8872698919999999, 7.2685224059999998, 
    7.8913207300000003, NA, 0.89110953400000004, 6.2248808149999997, 
    7.2577911899999998, 8.8018574919999999, 8.3926882999999997, 
    7.4608217979999996, 9.0549717790000006, 7.9069792970000004, 
    8.6227198200000004, 6.4188005410000004, 8.4600508820000009, 
    8.725516721, 8.3918117859999999, 6.5485983550000002, 6.8501759870000001, 
    5.4646614390000003, 6.7589868160000002, 5.4706643420000001, 
    6.6973617519999999, 9.7690919659999995, 8.2619476259999995, 
    8.091044321, 9.7263661399999997, 3.0594645800000002, 8.5266032969999994, 
    3.2001926479999998, NA, NA, 4.6158160869999998, 7.3211029349999999, 
    3.8532989010000001, NA, 6.6834562120000003, 7.6341556050000001, 
    8.0540560140000004, 8.5068938920000008, 4.8027732580000002, 
    8.7303777260000004, 4.677441151, 6.3826887470000004, 7.5281843799999999, 
    3.2423709129999998, 9.0870327359999994, 8.1321498119999998, 
    4.9667335780000004, 4.1684335499999996, 8.9867990290000002, 
    8.2685616579999994, 9.0590889630000007, 6.7442047619999999, 
    3.960541938, 8.5043970430000009, 4.2591610769999999, 6.3909231139999996, 
    5.8205062810000001, 8.5413853510000006, 9.5003854580000002, 
    7.6498141720000001, 9.0073186019999998, 8.3762859110000001, 
    8.1978920599999991, 9.5283292300000006, 8.5348376649999995, 
    8.057429376, 8.4205657259999995, 6.8798064400000003, 5.811461746, 
    6.2215737979999997, 9.9293304009999996, 7.5347320660000001, 
    9.1273280589999999, 5.7152788780000003, 9.2694774239999997, 
    NA, 2.546821011, 7.070485497, 2.8305058340000002, 7.6916634850000003, 
    7.9719113769999996, 8.0351567759999991, 9.1354960809999994, 
    6.7688415180000003, 6.0341354120000004, 5.8681594590000001, 
    NA, 7.1452059329999997, 5.6349536149999997, 8.0105200199999995, 
    6.8353939329999998, 7.8617566229999998, 7.1377817329999997, 
    9.2111593769999995, 7.3769904799999999, 8.1156810769999996, 
    8.9473802189999994, 9.1823390909999993, NA, 9.0023912510000006, 
    7.6209938859999999, 5.4614871149999997, NA, NA, 9.6803332980000008, 
    6.1319386160000002, 8.2250256650000004, 5.1171173100000003, 
    7.644076654, 8.0080895170000002, 5.4745161419999997, NA, 
    7.528994548, 6.0998776599999998, 6.8592868679999999, 9.6096636990000004, 
    9.1018147890000005, 7.6391493019999999, 6.971872125, 6.3464442610000003, 
    NA, 4.7595857869999998, 8.2619476259999995, 7.8625667899999998, 
    9.9293304009999996, 7.7262212899999998, 5.7227030780000003, 
    3.4502625259999999, 9.1215241939999991, 8.7114784879999991, 
    6.5239615979999996, 7.6530548429999996, 6.9628275899999998, 
    8.5060837239999998, 8.7829582550000005, 7.6851157990000001, 
    6.9958314059999998, 7.5815087300000004, 9.6556965409999993, 
    9.1141663400000006, 9.1215905399999997, 7.4566382679999998, 
    9.9622015249999993, 2.694293026, 8.8717169229999993, NA, 
    4.4958729760000002, 8.9851123479999995, 9.6787129630000006, 
    7.2636614010000002, 7.724534609, 7.4204601280000002, 6.7549359779999998, 
    NA, 1.7406351390000001, 7.2692662280000002, 8.4542470170000001, 
    9.5661277049999995, 4.6409144879999999, 7.8674941409999999, 
    7.5585586549999997, 7.1740262189999999, 7.8913207300000003, 
    0, 0.72675391499999997, 4.6373448650000002, 7.2577911899999998, 
    8.8018574919999999, 8.1395740120000006, 6.5068153879999997, 
    9.3047790500000005, 7.9069792970000004, 9.5102401600000004, 
    6.4188005410000004, 8.4600508820000009, 8.725516721, 8.3918117859999999, 
    6.5157272309999996, 6.7844337389999998, 8.0886138190000008, 
    6.7778860529999996, 2.7423610730000001, 6.7162609890000002, 
    9.7690919659999995, 8.2619476259999995, 8.1239154449999997, 
    9.7263661399999997, 4.983946134, 8.5266032969999994, 3.2001926479999998, 
    NA, NA, 4.3323275250000002, 7.2882318110000002, 3.8532989010000001, 
    NA, 6.6834562120000003, 7.6341556050000001, 8.0540560140000004, 
    8.3187116850000002, NA, 8.7303777260000004, 4.5788277800000001, 
    6.3169464990000002, NA, 3.2423709129999998, 9.0870327359999994, 
    NA, 3.582557188, 4.1684335499999996, 8.9867990290000002, 
    8.2685616579999994, 8.9645927759999999, 6.6784625139999996, 
    5.4433316989999998, 8.4854978059999997, 4.2591610769999999, 
    6.3909231139999996, 6.070313552, 8.201199076, 9.0090052830000005, 
    7.6498141720000001, 8.9744474780000001, 8.3762859110000001, 
    8.1650209359999995, 9.4954581059999992, 8.5348376649999995, 
    8.057429376, 8.4205657259999995, 6.8798064400000003, 5.811461746, 
    NA, 9.9293304009999996, 7.5676031899999998, 9.0287146880000009, 
    5.4095840620000004, 9.2366063, NA, 4.0071223419999997, 7.8782253569999998, 
    2.9291192050000001, 7.7574057329999997, 7.939040254, 8.0351567759999991, 
    9.1354960809999994, 6.7359703939999998, 6.0012642889999999, 
    5.8681594590000001, NA, 7.2109481799999999, 5.6349536149999997, 
    8.0105200199999995, 6.8353939329999998, 7.92749887, 7.1377817329999997, 
    9.2111593769999995, 7.4098616039999996, 8.1156810769999996, 
    8.7961863190000003, 9.1494679669999996, NA, 8.5488095509999997, 
    NA, 5.4614871149999997, NA, NA, 9.6803332980000008, 6.0990674919999996, 
    7.8519682660000001, 5.3800863000000003, 8.0220614040000005, 
    8.1198646070000002, 5.5402583889999999, NA, 7.3646389289999998, 
    6.0242807100000002, 6.8921579919999996, 9.6096636990000004, 
    9.0689436659999991, 7.5734070549999997, 7.5010507750000004, 
    5.9519907759999997, NA, 6.4096896599999997, 8.3276898740000007, 
    7.8625667899999998, 9.9293304009999996, 6.374520725, 5.7227030780000003, 
    3.4502625259999999, 9.1215241939999991, 8.7114784879999991, 
    6.0308947420000001, 7.6201837189999999, 6.9628275899999998, 
    8.5060837239999998, 8.7829582550000005, 7.9628668420000004, 
    6.9958314059999998, 7.5486376069999999, NA, 8.6655119920000008, 
    9.1544616639999994, 8.8290574429999999, NA, 2.694293026, 
    7.3926490469999999, NA, 4.3643884809999998, 8.9851123479999995, 
    9.6787129630000006, 7.1740925649999996, 6.6537594120000003, 
    7.3259639400000003, 6.7549359779999998, NA, NA, NA, 8.8815716259999995, 
    9.5661277049999995, 4.6409144879999999, 7.8674941409999999, 
    NA, 7.1740262189999999, 8.5487432049999992, NA, 0.72675391499999997, 
    4.6373448650000002, 7.2577911899999998, 8.9004708630000007, 
    7.492882754, 6.4410731400000003, 9.3047790500000005, 8.501090027, 
    9.6088535309999994, 6.4188005410000004, 8.3885711159999996, 
    8.725516721, NA, 7.0745363340000003, 6.6200781209999997, 
    8.0886138190000008, 6.7778860529999996, 2.7752321960000002, 
    6.7162609890000002, 9.8257896789999997, 8.2948187499999992, 
    7.9160238319999996, 9.7263661399999997, 4.983946134, 9.1182835240000006, 
    2.016832194, NA, NA, 4.3323275250000002, 7.3211029349999999, 
    3.8532989010000001, NA, 6.6834562120000003, 6.7031656169999998, 
    8.0540560140000004, 8.3187116850000002, NA, 8.9604755919999999, 
    4.5459566560000004, 6.1525908810000001, NA, 3.2423709129999998, 
    9.0870327359999994, NA, 3.582557188, 4.1684335499999996, 
    8.9867990290000002, 8.4329172769999996, 8.9645927759999999, 
    5.7013733379999998, 4.4219627069999996, 8.4854978059999997, 
    4.2591610769999999, 6.3909231139999996, 6.070313552, 7.5397257639999999, 
    9.0090052830000005, 7.6498141720000001, 9.0073186019999998, 
    8.3434147870000004, 8.1650209359999995, 9.4954581059999992, 
    8.5019665409999998, 8.057429376, 8.3876946019999998, 6.1427361779999998, 
    5.811461746, NA, 9.9433022879999999, 7.5347320660000001, 
    8.9958435639999994, 8.2693718260000004, 9.1610093500000005, 
    NA, 3.5140554860000002, 7.8782253569999998, 2.896248081, 
    7.7574057329999997, 7.5059781259999996, 6.062889352, 9.1354960809999994, 
    6.7359703939999998, 6.0670065360000001, 5.8681594590000001, 
    NA, 7.0794636850000003, 5.6349536149999997, 7.9776488959999998, 
    5.8377851840000003, 8.0918544889999993, 7.1377817329999997, 
    9.2111593769999995, 7.4098616039999996, 8.1156810769999996, 
    8.7961863190000003, 8.9851123479999995, NA, 8.4921118379999996, 
    NA, 5.4614871149999997, NA, NA, 9.7789466689999998, 6.066196369, 
    7.8519682660000001, 5.412957424, 7.2849911409999999, 6.4238605839999998, 
    4.4519221130000002, NA, 7.3646389289999998, 5.9914095859999996, 
    6.8921579919999996, 9.6096636990000004, 9.1018147890000005, 
    7.2899184930000001, 7.5010507750000004, 5.4917950439999998, 
    NA, 6.4096896599999997, 8.3276898740000007, 7.8674941409999999, 
    9.9293304009999996, 6.4073918489999997, 5.7227030780000003, 
    3.4502625259999999, 9.1215241939999991, 8.7114784879999991, 
    6.6883172169999998, 8.6063174310000008, 6.9628275899999998, 
    7.9801457449999997, 8.6506635920000008, 7.9628668420000004, 
    6.1124945950000003, 7.3407459939999997, NA, 8.6655119920000008, 
    9.1544616639999994, 8.7016901319999995, NA, 2.6564945510000002, 
    6.9817931739999999, NA, 1.4637606089999999, 8.9851123479999995, 
    9.6458418389999991, 4.3425775250000003, 6.686630536, 7.2930928169999998, 
    6.7549359779999998, NA, NA, NA, 8.7303777260000004, 9.5661277049999995, 
    4.6409144879999999, 7.8674941409999999, NA, 7.1740262189999999, 
    9.6006191639999994, NA, 0.69388279200000003, 4.6373448650000002, 
    7.2577911899999998, 8.9004708630000007, 7.3942693830000001, 
    7.3877216959999998, 9.3047790500000005, 8.501090027, 9.6088535309999994, 
    6.4188005410000004, 8.3885711159999996, 8.5611611019999998, 
    NA, 7.0934355719999997, 6.0941401409999996), ef_legal_police = c(6.9334999719999999, 
    6.1368449529999998, 3.0161039870000002, 3.385785818, 5.7140278819999999, 
    8.7074454630000009, 8.5018666580000009, 6.1704945569999996, 
    NA, 7.7647058170000003, 3.7549614899999999, 7.4956819570000004, 
    NA, 7.6673118269999998, 3.3290000000000002, 5.5100878079999998, 
    7.9694374400000001, 2.4603176119999999, 4.37454462, 6.0601131119999998, 
    4.2994193230000004, 6.5602334329999996, 4.2607732619999998, 
    5.0772169890000001, 3.36015145, 3.3174196880000002, 5.3980016720000004, 
    8.8171696669999999, 5.4226160050000001, NA, 2.8993153569999999, 
    8.1456470480000007, 5.981355508, 3.923158248, 3.9392856749999998, 
    NA, 6.0977355629999996, 5.0833336510000002, 6.0746486979999998, 
    6.1504610380000004, 6.261775493, 7.9246727630000002, 2.4308844399999998, 
    4.8419757680000002, 6.3299663869999998, 2.2866523270000001, 
    8.3411002169999993, 5.0224765150000001, NA, 9.6882422770000005, 
    7.8193958600000002, 4.898989995, 7.6538650199999996, 6.9650832820000002, 
    7.2349643700000001, 6.4499600729999997, 5.6476863230000003, 
    2.9972048600000001, 1.969697078, NA, 2.9856971400000001, 
    3.4353741019999999, 2.582917213, 8.8697314269999996, 5.7993650429999999, 
    8.9432621000000001, 5.9343687699999998, 5.4910206800000001, 
    5.5878718699999999, NA, 7.9930297530000001, 6.8041618670000004, 
    5.7675091429999998, 4.5651185520000004, 8.6052139600000004, 
    8.2468342779999997, 5.1983364419999996, 5.1189398769999999, 
    7.1208333970000002, 6.6598534579999997, 4.0985325970000002, 
    5.4591083530000004, 5.433932145, 4.09439683, 7.5401933980000004, 
    4.2753609020000001, 1.672883951, 6.2065744399999998, 8.6928097399999995, 
    6.6260162989999998, 3.08586955, 4.6636621150000002, 7.4356150630000002, 
    3.8419910270000002, 6.2690210349999997, 5.2545253430000001, 
    5.9707625699999998, 2.4079783749999999, 3.9971729119999999, 
    5.3140767420000001, 4.8828816420000001, 7.6069569579999996, 
    3.040829102, 3.095484076, 5.509706338, 5.2860625580000002, 
    8.5546763729999995, 9.0709741919999995, 5.2962962779999998, 
    NA, 3.262872298, 9.1544445349999997, 8.7592593829999998, 
    3.7808279200000001, 5.7483410829999997, 3.069189181, 2.8339517120000002, 
    2.629039288, 3.9760939280000001, 5.1430058479999996, 7.8514909749999999, 
    8.8616522149999994, 5.6467421849999999, 4.606658618, 8.7095085779999994, 
    8.1464727719999992, 6.6899911569999997, 4.8322061700000001, 
    5.8510637279999997, 4.040298065, 9.2410127319999997, 4.2471949269999998, 
    7.1155651420000003, 3.5987857980000002, 8.7123139700000003, 
    5.1700003949999997, NA, 8.0094795380000008, 7.4305558200000004, 
    7.2332978250000002, 9.2695275949999996, 5.9526744999999996, 
    7.6149145770000004, 6.3703703880000004, 5.6277815499999999, 
    5.0860102969999996, 4.2929724770000002, NA, 3.1610099470000002, 
    5.566156705, 5.5769228929999999, 4.7252356999999998, 4.4921787579999997, 
    9.1223359100000003, 8.3510796230000004, 8.2246557869999997, 
    5.3036149349999997, 1.3958944879999999, 5.5509940780000004, 
    2.4088994669999999, 4.5087595780000003, 4.0952674550000001, 
    6.7192983630000001, 6.0869566600000002, 3.0161039870000002, 
    3.2801417509999999, 5.675675869, 8.7640452379999996, 8.6349209150000004, 
    5.4547256629999996, NA, 7.7647058170000003, 3.4773663680000002, 
    7.4956819570000004, NA, 8.1333335239999993, 3.3290000000000002, 
    5.1262625059999998, 7.5811211270000003, 2.4603176119999999, 
    4.9249247709999997, 6.4035089809999999, 4.0379405019999997, 
    6.1471859609999999, 4.2105261479999996, 5.0772169890000001, 
    2.003361677, 3.3597882590000001, 5.5614034329999997, 8.7786261240000005, 
    5.4430381460000001, NA, 3.120915095, 8.1895089149999993, 
    6.153484186, 3.9850425719999998, 4.4444445769999996, NA, 
    5.7905983919999997, 5.0833336510000002, 6.4484127359999999, 
    5.7552083329999997, 5.9119494760000002, 8.2861638069999994, 
    2.2649574280000002, 4.8550724980000002, 3.8903288269999998, 
    2.1180554229999999, 8.4496124590000008, 4.7991967200000003, 
    NA, 9.6453897160000004, 7.9304027560000003, 4.898989995, 
    6.5490198140000002, 7.1851849559999996, 7.2385621069999999, 
    6.1447811129999996, 6.2139916419999999, 2.8861788910000001, 
    3.394412048, NA, 2.9856971400000001, 3.3570617729999999, 
    3.6545801459999998, 8.6854189959999992, 5.5448714890000002, 
    9.0123454729999999, 6.2260540329999996, 5.5294116339999997, 
    5.4990021389999999, NA, 8.5135134059999995, 6.7982459070000001, 
    5.527777672, 4.6464645859999996, 8.5451976460000001, 8.3163261409999993, 
    5.1346802709999997, 4.77477471, 7.166666985, 6.7796611789999996, 
    3.716666698, 5.7232705749999999, 5.3065133089999996, 4.1774892809999997, 
    7.8252029419999998, 4.2929291730000001, 1.672883951, 6.1983474100000002, 
    8.7356321020000003, 6.6260162989999998, 3.1910570460000001, 
    4.6198829019999996, 7.316666444, 4.298245509, 6.6438357039999998, 
    1.8888890739999999, 6.25, 2.5170067949999999, 3.6799999080000001, 
    5.2500001589999998, 4.5265150070000004, 7.996633053, 2.9166666669999999, 
    3.095484076, 5.7359306019999998, 4.6666665869999999, 8.7198066710000006, 
    9.3518519399999995, 4.4984212230000002, NA, 3.317610025, 
    9.1379308699999999, 8.7592593829999998, 3.5201148189999998, 
    6.1440674460000002, 3.069189181, 2.9746834440000001, 2.5968992709999998, 
    4.0833334130000001, 5.1463413239999998, 7.8527132670000004, 
    8.7903229399999994, 5.3231294949999999, 4.1630328299999997, 
    9.0724635120000006, 8.0740737920000001, 6.7869416869999997, 
    4.5454545819999996, 5.1973974900000002, 4.1754384839999998, 
    9.2446041109999992, 4.3081760410000003, 7.4897122380000001, 
    3.8636362549999999, 8.6491227150000007, 5.3500000639999996, 
    NA, 8.0094795380000008, 5.9526744999999996, 7.8616348900000004, 
    9.2682925859999994, 5.9526744999999996, 7.4254743259999998, 
    6.3703703880000004, 5.4480290409999999, 6.0135134060000004, 
    4.2929724770000002, NA, 2.9275361700000002, 5.4945055639999998, 
    5.576922894, 4.9824559690000001, 4.2138365899999997, 9.0366687490000004, 
    8.4285712240000006, 8.2903226219999997, 5.3977274890000002, 
    1.5422884619999999, 5.2666664120000002, 2.030167504, 4.0046294529999997, 
    4.1666666670000003, 4.5400756390000003, 5.1214357789999996, 
    3.0161039870000002, 2.800509913, 4.9902411329999996, 8.4240304459999997, 
    8.233350519, 5.1393976439999998, NA, 6.7280682540000001, 
    2.617880778, 7.7193061810000003, NA, 7.8239791360000002, 
    7.8239791360000002, 5.6801874659999996, 6.558575737, 4.089980314, 
    7.2961333330000002, 5.4243647270000004, 4.8482022239999996, 
    4.8482022239999996, 3.7756284259999999, 5.0772169890000001, 
    1.9302559909999999, 3.244600283, 5.4815226990000001, 8.5456932739999996, 
    5.7122934169999997, 5.7122934169999997, 2.7484604159999999, 
    8.8097732200000003, 5.4998918029999997, 5.0736865629999999, 
    NA, NA, 6.5882973409999996, 4.6625756479999998, 5.7398936870000004, 
    6.2008216730000001, 5.11482934, 8.4041820319999996, 2.6045629990000001, 
    4.4138303839999997, 3.8903288269999998, 4.5322581680000003, 
    7.1057973780000001, 4.6347259269999999, NA, 9.5534377020000001, 
    7.2136697999999999, 4.2146622489999999, 6.0359735900000002, 
    7.2791542649999998, 8.1864274080000001, 5.1389515670000003, 
    5.6278467900000004, 3.1799797810000001, 3.394412048, NA, 
    2.9856971400000001, 3.3570617729999999, 3.6545801459999998, 
    8.6854189959999992, 5.24491905, 8.5487163660000007, 4.7152725799999997, 
    5.2197817329999996, 5.0546285480000002, NA, 8.5197619170000003, 
    5.1906902840000004, 6.4122954730000004, 4.2739517239999998, 
    8.2864543820000005, 7.1364617250000002, 4.6932142140000002, 
    4.7849883699999998, 6.0432500569999998, 5.6687013779999997, 
    3.4265007110000001, 5.3750381970000003, 6.0690238069999998, 
    2.9343151770000002, 6.107736074, 4.4261166530000002, 1.672883951, 
    5.512349854, 8.5662784389999995, 5.8630421029999997, 3.0099727039999999, 
    4.9412681029999996, 6.8865404039999998, 4.7042777630000003, 
    7.1050107410000001, 3.331389325, 5.89458064, 3.0348033210000001, 
    3.482567489, 4.5688039109999998, 5.5354523799999997, 6.4410005579999998, 
    3.1030530710000002, 3.095484076, 4.7980616009999997, 4.7186581629999997, 
    8.3820630240000007, 9.1435374550000006, 4.4984212230000002, 
    NA, 2.7020669829999999, 8.4374037959999999, 7.6027973480000002, 
    3.069189181, 5.884511571, 3.069189181, 2.0896955500000001, 
    2.6930763660000001, 4.3948443299999997, 5.1071862530000001, 
    7.2220023290000004, 8.8225455210000003, 5.3611236440000001, 
    3.658894112, 7.9531099999999997, 7.0162481980000004, 6.044068974, 
    4.7142042670000004, 5.1973974900000002, 3.9924753910000002, 
    8.6031030220000009, 4.2664413589999999, 6.5544706550000003, 
    4.3943161770000003, 8.0094795380000008, 4.4182666340000001, 
    NA, 8.0094795380000008, 5.9526744999999996, 7.8021925870000004, 
    8.7039736679999997, 5.9526744999999996, 6.6599537130000002, 
    4.7543859480000004, 4.1104121219999996, 3.668202322, 4.2929724770000002, 
    NA, 3.4644996880000001, 5.1406270340000004, 4.2995687619999998, 
    4.540469431, 2.7473166259999999, 8.6513898149999999, 7.6783923249999999, 
    7.8919559069999998, 5.1371835409999997, 1.214753016, 4.4478309820000002, 
    5.1371835409999997, 5.0722904040000003, 3.2672438530000001, 
    4.5400756390000003, 5.1214357789999996, 3.0161039870000002, 
    2.800509913, 4.9902411329999996, 8.4240304459999997, 8.233350519, 
    5.1393976439999998, NA, 6.7280682540000001, 2.617880778, 
    7.7193061810000003, NA, 7.8239791360000002, 7.7230705469999998, 
    7.9163989069999996, 6.558575737, 4.089980314, 3.6562637439999999, 
    5.4243647270000004, 4.8482022239999996, 5.5505509960000001, 
    3.7756284259999999, 5.0772169890000001, 1.9302559909999999, 
    3.244600283, 5.4815226990000001, 8.5456932739999996, 5.7122934169999997, 
    5.5899090459999998, 2.7484604159999999, 8.8097732200000003, 
    5.4998918029999997, 5.0736865629999999, 5.2578181429999997, 
    NA, 6.5882973409999996, 4.6625756479999998, 5.7398936870000004, 
    6.2008216730000001, 5.11482934, 8.4041820319999996, 2.6045629990000001, 
    2.2215603970000002, 3.8903288269999998, 4.5322581680000003, 
    7.1057973780000001, 4.6347259269999999, 4.9033810510000002, 
    9.5534377020000001, 7.2136697999999999, 4.2146622489999999, 
    6.0359735900000002, 7.2791542649999998, 8.1864274080000001, 
    5.1389515670000003, 5.6278467900000004, 3.1799797810000001, 
    3.394412048, 0, 2.9856971400000001, 3.3570617729999999, 3.6545801459999998, 
    8.6854189959999992, 5.24491905, 8.5487163660000007, 4.7152725799999997, 
    5.2197817329999996, 5.0546285480000002, NA, 8.5197619170000003, 
    5.1906902840000004, 6.4122954730000004, 4.2739517239999998, 
    8.2864543820000005, 7.1364617250000002, 4.6932142140000002, 
    4.7849883699999998, 6.0432500569999998, 5.6687013779999997, 
    3.4265007110000001, NA, 6.0690238069999998, 2.9343151770000002, 
    6.107736074, NA, 1.672883951, 5.512349854, 8.5662784389999995, 
    5.8630421029999997, 3.0099727039999999, 4.9412681029999996, 
    6.8865404039999998, 4.7042777630000003, 7.1050107410000001, 
    3.331389325, 5.89458064, 3.0348033210000001, 3.482567489, 
    4.5688039109999998, 5.5354523799999997, 6.4410005579999998, 
    3.1030530710000002, 3.095484076, 4.7980616009999997, 4.7186581629999997, 
    8.3820630240000007, 9.1435374550000006, 4.4984212230000002, 
    4.4710066670000002, 2.7020669829999999, 8.4374037959999999, 
    7.6027973480000002, 3.069189181, 5.884511571, 8.4065893759999994, 
    2.0896955500000001, 2.6930763660000001, 4.3948443299999997, 
    5.1071862530000001, 7.2220023290000004, 8.8225455210000003, 
    5.3611236440000001, 3.658894112, 7.9531099999999997, 7.0162481980000004, 
    6.044068974, 4.7142042670000004, 5.1973974900000002, 3.9924753910000002, 
    8.6031030220000009, 4.2664413589999999, 6.5544706550000003, 
    4.3943161770000003, 8.0094795380000008, 4.4182666340000001, 
    NA, 5.7454993559999998, 5.9526744999999996, 7.8021925870000004, 
    8.7039736679999997, 0, 6.6599537130000002, 4.7543859480000004, 
    4.1104121219999996, 3.668202322, 4.2929724770000002, 6.9477850400000003, 
    3.4644996880000001, 5.1406270340000004, 4.2995687619999998, 
    4.540469431, 2.7473166259999999, 8.6513898149999999, 7.6783923249999999, 
    7.8919559069999998, 5.1371835409999997, 1.214753016, 4.4478309820000002, 
    2.117839, 5.0722904040000003, 3.2672438530000001, 4.4927246670000001, 
    4.5775159639999998, 3.2857150000000002, 2.932123673, 5.0749500769999996, 
    8.3063068130000008, 8.2126313750000008, 5.5357536530000004, 
    NA, 6.6532129590000002, 2.7158845349999998, 7.7926089269999999, 
    NA, 7.7230705469999998, 7.9163989069999996, 5.6801874659999996, 
    NA, 3.6562637439999999, 7.2961333330000002, 5.734200178, 
    5.5505509960000001, 7.1965357010000002, 3.9712325719999999, 
    5.1067131120000004, 1.824563776, 3.8302226469999998, 5.4298008580000001, 
    8.3791061980000006, 5.5899090459999998, NA, 2.177458594, 
    8.6117988130000001, 5.6922229370000004, 5.2578181429999997, 
    NA, NA, 6.448039724, 3.8510751769999998, 5.9464503620000002, 
    6.3025493629999998, 4.8207119, 8.4850882179999996, 2.2215603970000002, 
    4.4138303839999997, 3.1882406990000001, 3.5317084620000001, 
    7.1943431120000003, 4.9033810510000002, NA, 9.4883244470000001, 
    7.0883644969999997, 4.1181164050000003, 6.0662175109999996, 
    6.9315448909999997, 8.2781365349999998, 5.8721322540000003, 
    5.0742749820000004, 2.99340699, NA, NA, 3.0012965519999999, 
    3.2703759969999999, 2.2511808160000002, 8.7875498679999993, 
    5.3464678719999998, 8.5195683100000004, 4.9545493330000001, 
    5.0371780570000002, 5.5163866559999999, NA, 8.5268181849999998, 
    5.780986757, 6.6834061699999996, 4.419513384, 7.939303024, 
    7.5529416669999998, 4.8790743330000002, 4.4752115410000002, 
    6.2557636240000001, 6.2642944229999999, 3.2611731420000001, 
    NA, 5.6281035900000003, 3.602983853, 4.7985815379999996, 
    NA, NA, 5.3964233540000004, 8.3650395829999997, 5.663103585, 
    2.9476032139999999, 4.8967461019999998, 6.520023149, 4.113259964, 
    7.1383308000000003, 3.2758733819999999, 5.9203290490000002, 
    3.2897674729999999, 3.401506581, 4.5455915359999999, 6.0857202729999997, 
    6.1310639670000002, 3.6070919149999998, 3.2908149999999998, 
    5.0627786380000002, 4.4710066670000002, 8.4946842050000004, 
    9.0599497739999997, 4.8127813259999996, NA, 3.2258341719999999, 
    8.4065893759999994, 7.9667199999999996, 3.0012322990000002, 
    6.1830434189999997, NA, 2.0074914009999998, 2.9793078159999999, 
    4.6119133640000003, 5.124364205, 7.0789308259999997, 8.8715578599999994, 
    4.4058222110000003, 3.411811294, 8.0582475539999994, 7.41487944, 
    5.894967082, 5.0060127540000003, NA, 4.7263795829999999, 
    8.7618894790000006, 4.354853941, 6.602337532, 4.5855091320000003, 
    8.2489185000000003, 4.9105645730000003, NA, 6.1851050169999997, 
    5.4664029980000004, 8.2228032160000009, 8.7561124719999999, 
    6.1756324969999996, 6.9477850400000003, 8.3610571080000007, 
    4.1240547430000003, 4.2343460899999998, 4.5270331840000004, 
    NA, 3.5128552059999998, 4.8844640650000004, 5.0250140610000003, 
    4.5717332190000004, 3.0549776230000001, 8.4199916669999997, 
    7.7864018939999999, 7.7964301340000004, 4.8916917169999996, 
    1.528057102, 4.5952478860000001, 2.1552041929999999, 5.3491294690000002, 
    3.4095360060000002, 5.0720403550000004, 3.37814725, 4.2251018020000002, 
    3.0883167120000001, 4.6457078479999998, 8.4407451899999995, 
    8.3133884370000004, 4.9971905230000004, NA, 7.5983986549999996, 
    3.2719088429999998, 8.1146758220000006, NA, 7.9163989069999996, 
    7.6999556389999997, 5.7343291279999997, NA, 3.3741474820000001, 
    6.4441948330000001, 6.6094025820000004, 5.7464872480000002, 
    6.9016481169999997, 4.0450012480000002, 4.6214070730000003, 
    1.6169575030000001, 4.1864102279999997, 4.7596630050000002, 
    8.6530590380000003, 5.7996777719999999, NA, 2.395355227, 
    8.431420503, 5.7776353220000001, 5.2727974379999996, NA, 
    NA, 6.3472587330000003, 2.9720025300000001, 6.1388795649999999, 
    6.833072713, 4.6713045470000001, 8.6542741430000003, 1.731182287, 
    3.6549516670000002, 4.1746975620000004, 3.5205570869999998, 
    7.4363099229999996, 4.9495175830000004, NA, 9.4057763179999991, 
    7.1605513050000003, 4.428076667, 6.5810816799999996, 6.8172866670000003, 
    8.1857415719999995, 5.9200732350000003, 4.8684034120000002, 
    2.6939538870000002, NA, NA, 3.0675206180000001, 2.7079679680000002, 
    3.2868295870000002, 8.603707022, 5.3976308849999999, 8.6245140669999998, 
    5.4500133970000002, 4.8488438680000003, 5.8471230270000003, 
    NA, 8.3620731829999997, 6.2728808469999997, 6.7961955820000002, 
    4.5227731249999996, 7.8175945950000001, 7.6448246180000003, 
    4.5549289550000003, 4.0087066480000004, 6.7173893329999999, 
    6.3279001419999998, 3.1943426669999999, NA, 5.5476533080000001, 
    4.1532480080000003, 4.1089907080000003, NA, NA, 5.5408971579999999, 
    8.1359449169999998, 5.4535990080000003, 2.2325542220000001, 
    4.674671547, 6.7042006120000002, 4.2797302879999997, 6.6603711819999996, 
    3.1635523619999999, 5.8437727600000002, 3.0190400820000001, 
    3.4454475599999999, 4.7328748479999998, 6.698379783, 5.5624937579999996, 
    4.0302383329999998, NA, 5.2771541199999996, 4.1414687179999996, 
    8.7179559530000006, 8.8836177119999995, 4.6431725979999996, 
    NA, 3.7463752299999999, 8.2790921849999997, 7.9085523569999996, 
    3.2683859929999999, 6.130684113, NA, 2.6641530370000002, 
    3.2553772670000001, 4.3846041329999998, 5.5108081970000002, 
    6.9191765079999996, 8.7831702949999997, 4.0649475830000004, 
    3.0376424019999999, 8.2409300000000005, 7.7279284869999998, 
    5.6126880420000003, 5.0607862499999996, NA, 4.27895, 8.9315831320000001, 
    4.8012921970000004, 6.1756324969999996, 4.6837901869999996, 
    8.3610571080000007, 5.3214783329999999, NA, 6.2418534179999998, 
    5.2713180069999996, 8.4331027679999995, 8.9583852000000004, 
    5.6445533330000002, 7.2228035220000004, 5.0830382700000003, 
    4.295012453, 4.3798207949999997, 4.9181760800000003, NA, 
    3.585178145, 8.8604518250000002, 4.981272358, 4.7628033949999997, 
    3.3726934530000001, 8.4850379319999991, 8.1062903849999994, 
    7.5808350969999996, 5.3938465520000003, 1.868101298, 6.0172237500000003, 
    1.9846754769999999, 5.5853411980000001, 3.3148010550000002, 
    5.8560437399999996, 4.5632569859999998, 4.2251018020000002, 
    3.167397807, 4.099087752, 8.2416522180000005, 8.205300995, 
    4.6442471349999996, NA, 7.9606004480000001, 3.4430618480000001, 
    8.3374073049999993, NA, 7.6999556389999997, 3.2429383330000001, 
    6.0404607800000001, NA, 2.8468428499999998, 5.4029366669999996, 
    6.4549799390000002, 5.4172582179999997, 7.0082081059999997, 
    3.9880486880000001, 4.40288608, 1.990440145, 3.9691327360000002, 
    4.5006432160000003, 8.8514736509999992, 5.7905489140000004, 
    NA, 2.743747436, 8.7073879430000005, 5.9528699449999998, 
    5.5566782330000004, NA, NA, 6.1271831700000003, 2.3470133130000002, 
    6.1582598329999998, 7.0830946490000004, 4.3796061169999998, 
    8.8942013240000009, 1.6152576670000001, 3.5661379219999998, 
    4.8179092069999996, 3.5703096310000002, 7.5196439860000002, 
    5.2128003229999997, NA, 9.5062695270000006, 7.3286827949999998, 
    NA, 6.4433083130000002, 6.626264849, 8.1478569800000002, 
    5.8323007210000002, 5.0277560389999998, 2.1373349789999998, 
    NA, NA, 3.6918616270000002, 2.6411933329999999, 4.3426542299999999, 
    8.7099339679999996, 5.4122313210000002, 8.7883965449999994, 
    5.1458348100000002, 4.5645807500000002, 5.7681259630000001, 
    NA, 8.3868479479999998, 6.0240874709999996, 6.7657087440000003, 
    4.2261973470000003, 8.0984699039999999, 7.6385255000000001, 
    3.8401700000000001, 3.6833066790000002, 6.4949620929999998, 
    6.6600589760000002, 2.929145589, NA, 5.3404618179999996, 
    3.9429278409999999, 3.934935775, NA, NA, 5.2651101669999996, 
    8.1220011289999992, 5.2584624160000004, 2.4263014009999999, 
    5.3560670220000004, 6.7160680050000003, 3.9836595350000001, 
    6.9244315189999996, 2.743341585, 5.4695639419999997, 2.641928499, 
    3.4099451969999999, 4.4185959549999998, 6.5203059449999996, 
    5.3415650000000001, 4.3193399259999996, NA, 5.9735769660000004, 
    3.2087177420000002, 8.5076317960000001, 8.666228598, 4.1268836000000002, 
    NA, 3.3349359060000001, 8.3351683590000007, 8.2240856349999998, 
    3.6044199429999999, 5.6389904519999998, NA, 2.4815788589999999, 
    3.6906127889999998, 3.79628239, 5.6118108839999996, 6.6984162620000003, 
    8.7872216670000007, 4.5356558729999996, 2.7218661979999998, 
    8.1508607079999997, 7.775245, 5.1159684429999999, 4.7798573229999999, 
    NA, NA, 9.0291111799999992, 4.6673849049999996, 5.6445533330000002, 
    4.3849520829999999, 8.0592417469999997, 5.1022121260000004, 
    NA, 6.1819366670000004, 5.392335246, 8.8617255460000006, 
    8.8604518250000002, 4.3573215300000001, 7.3521894720000001, 
    5.1531019730000001, 4.6157220189999997, 4.531288107, 4.3273507980000003, 
    NA, 3.507344325, 5.9274437500000001, 4.1934621339999998, 
    4.9502232819999996, 3.282716083, 8.5495549519999994, 7.7716748720000002, 
    7.5964419909999998, 6.0243378700000001, 1.990207141, 6.9555958999999996, 
    1.7721883329999999, 5.0345329669999996, 3.035911611, 5.7682178019999997, 
    4.9354847020000001, 4.6890733329999996, 3.361259081, 3.8194156669999999, 
    8.1682192709999999, 7.8851673660000001, 4.42600777, NA, 7.360104078, 
    3.1908752499999999, 8.2939303950000003, NA, 7.5982546339999999, 
    NA, 5.851180641, NA, 1.8765331810000001, 5.2371296020000004, 
    6.3562142679999996, 5.1819739919999996, NA, 3.8319306160000002, 
    4.6678746670000004, 2.1554099760000001, NA, 4.1887034229999998, 
    8.7385582280000005, NA, NA, 2.596597526, 8.8727071009999996, 
    5.9854374200000002, 5.478511868, NA, NA, 6.0560960000000001, 
    2.0910431749999998, 5.727208804, 6.6107092930000002, 4.6513772720000004, 
    8.6599374860000005, 2.1831283730000002, 3.38419019, 4.9297928329999996, 
    4.247473973, 7.306200789, 5.6600332020000002, NA, 9.3971663880000005, 
    7.6627502500000002, NA, NA, 6.221511842, 8.6513358030000003, 
    5.2961772890000001, 4.5213741279999997, 2.2176475490000001, 
    NA, NA, 3.7766047700000001, NA, 4.0216568820000003, 8.8786499200000009, 
    5.380360209, 8.9226719820000007, 5.3651335800000002, 4.931888678, 
    5.9386799999999997, NA, 8.2980284130000008, 4.9758560310000002, 
    6.3163746669999998, 3.9912207359999998, 8.0287424040000008, 
    7.8329244359999999, 3.801026244, 3.5585817670000002, 6.2144381009999998, 
    6.7370904950000003, 2.7003935829999999, NA, 5.1045413460000004, 
    NA, 4.2134555569999996, NA, NA, 5.0821244390000002, 8.3009363839999999, 
    5.3165861520000002, 2.9120351470000001, 5.9395690849999996, 
    6.0516266180000002, 3.8646488219999999, 7.1688008329999997, 
    2.88472763, 5.4428454940000002, 2.558421987, 3.6610149999999999, 
    4.3960519869999999, 6.192243725, 5.5414273380000001, 4.5280472510000003, 
    NA, 5.9019128370000002, 3.1080111370000001, 8.3063448050000002, 
    8.6380365739999991, 4.2359335829999996, NA, 3.0706848670000002, 
    8.7037569979999994, 8.1418717180000009, 3.4341748600000002, 
    4.7665490000000004, NA, 2.1360631049999999, 3.4706281049999999, 
    4.0353340409999996, 5.6305191350000001, 6.7565605819999996, 
    NA, 5.2661428910000003, 2.8923663340000001, 8.0295133330000006, 
    NA, 5.3945093530000001, 4.3772416769999998, NA, NA, 9.0530803479999999, 
    4.5960070100000001, 6.1772615420000001, 4.0522863830000002, 
    7.8091292860000001, 4.5268127470000001, NA, NA, NA, 8.5427748220000002, 
    8.770550579, 4.4699043920000001, 7.2988160000000004, NA, 
    4.6800050229999997, 4.6470548279999999, NA, NA, 4.0163662029999996, 
    7.507143868, 4.292781186, 5.0449469919999999, 3.3023479600000001, 
    8.6577181509999992, 7.4397891319999996, 7.7149802740000002, 
    5.8102416889999997, 1.8556628019999999, 6.543246882, NA, 
    5.2701235369999999, 3.0326069449999999, 5.0819901559999998, 
    4.3932158240000003, NA, 2.972019113, 3.9765491260000001, 
    8.3246132829999997, 8.0674797030000001, 5.4883222500000004, 
    NA, 7.3945300659999997, 3.054888348, 8.2314315629999992, 
    NA, 7.8329464409999998, NA, 5.2997110879999996, NA, 1.633617356, 
    4.1943663019999997, 6.5473101949999997, 4.4339748099999996, 
    NA, 3.2538087060000001, 5.300450777, 2.2449671480000002, 
    NA, 4.6122671479999999, 8.7186073079999993, NA, NA, 2.4095715740000001, 
    8.7234597770000004, 6.1212197919999998, 5.2297428110000004, 
    NA, NA, 5.5770116490000001, 2.4324953470000001, 5.6204034869999999, 
    7.3057087620000001, 4.8144836480000004, 9.1383507060000007, 
    2.2176890829999998, 2.9925726209999999, 5.8609102350000004, 
    5.0257217340000002, 7.5620799999999999, 4.7817121790000003, 
    NA, 9.392206045, 7.8347113090000002, NA, NA, 6.4474561079999999, 
    8.7484200409999993, 4.6973812219999997, 4.8638674440000003, 
    2.4430239569999999, NA, NA, 3.2352300079999998, NA, 3.55047925, 
    8.7563167499999999, 5.7386702170000001, 8.9302059170000003, 
    5.892313293, 4.9397848519999998, NA, NA, 8.1819098480000001, 
    4.3692468739999999, 5.9778203010000004, 4.2801033899999998, 
    8.0757956530000001, 8.3452575929999995, 3.9603378060000001, 
    4.178663824, 6.4066054760000002, 6.4133426480000004, 2.9458468309999999, 
    NA, 5.200321303, NA, 4.2377969999999996, NA, NA, 5.3034297349999999, 
    8.6173559999999991, 5.3510807720000004, 4.1990197550000001, 
    5.8373620319999997, 6.1489548020000004, 5.053404767, 7.4239843939999997, 
    4.2904156650000003, 5.5255085289999997, 2.8036431300000002, 
    NA, 3.8168825989999999, 6.3848614220000002, 5.8777760480000003, 
    3.6582375649999999, NA, 5.5306914469999997, 3.550880925, 
    8.6355195219999992, 8.5178468150000004, 5.2091712299999999, 
    NA, 3.1307067260000001, 8.7570084440000002, 8.1153695379999995, 
    3.329400116, 4.0634983809999996, NA, 1.9333719920000001, 
    2.8615081930000001, 4.1773422870000001, 5.1360501640000003, 
    6.7205061380000002, NA, 5.2878866670000004, 3.523456071, 
    NA, NA, 6.4553557049999997, 4.9591557719999999, NA, NA, 9.0535295950000005, 
    4.2929914299999998, 6.3594724190000003, 3.8428839699999999, 
    7.7753764959999998, 4.1029340080000001, NA, NA, NA, 8.6944732570000003, 
    8.9335078289999998, 5.2972621220000002, 7.105840379, NA, 
    5.2100443329999999, 4.5995978019999999, NA, NA, 3.2023131070000002, 
    7.5843056759999996, 4.3757713489999999, 4.7360290279999999, 
    3.6688785230000001, 8.9043524400000003, 7.3019347970000004, 
    8.1424958650000008, 5.1415296049999997, 1.5978211879999999, 
    6.3972437070000003, NA, 5.3232479450000003, 2.585052761), 
    ef_legal_crime = c(6.2154006949999996, 6.7373832069999997, 
    4.291196631, 4.1338316600000002, 7.0076537129999998, 6.7901833849999997, 
    7.1949092549999998, 7.2801923750000004, NA, 7.2872503599999998, 
    4.7281475869999996, 4.8959750120000001, NA, 6.2787357970000004, 
    4.7670099869999998, 4.9781266850000003, 7.5473936400000001, 
    5.9908887010000003, 5.173087915, 5.5666271849999998, 2.8065899999999999, 
    7.1612715720000004, 4.9036848549999998, 4.6772933779999999, 
    4.6721474330000001, 5.079974333, 4.319142898, 6.8661387769999997, 
    5.006093978, NA, 3.249397675, 5.2052323019999998, 6.3103246679999998, 
    3.1694515550000002, 5.7380342479999999, NA, 5.4085191080000001, 
    4.6309690129999996, 7.244429588, 6.8915184329999999, 7.5284918149999998, 
    6.9248509399999998, 3.2527097070000002, 4.5527394619999999, 
    5.6734005620000003, 0.77819585800000002, 7.7076355620000001, 
    5.6907264380000004, NA, 8.9068015420000002, 6.537079812, 
    5.9338380610000003, 6.9355916979999996, 7.0296923319999998, 
    6.6432237629999999, 5.5585646630000003, 6.5741062169999998, 
    2.5616125269999999, 4.0769231320000001, NA, 4.3814824720000001, 
    3.6333334449999999, 2.1599785480000002, 7.9844959580000001, 
    7.6326529179999998, 8.2146008819999992, 5.6411806750000002, 
    5.2767920500000001, 5.7310891149999996, NA, 6.5543492629999998, 
    6.7142534249999999, 5.0550238280000004, 2.8704035280000002, 
    7.379616897, 6.4974125230000004, 6.9126145049999996, 3.4593300020000002, 
    6.3224999119999996, 6.7433412869999998, 5.5615425119999999, 
    6.3931035999999999, 7.0149827, 4.5065701000000002, 8.9633981380000005, 
    5.1610477770000003, 2.451828377, 6.7619164779999998, 8.0902711549999999, 
    5.6958836660000003, 3.7994706630000001, 4.4200070699999996, 
    6.3480496400000002, 3.8178082299999998, 7.5465885799999999, 
    5.6754104300000003, 6.7785485579999998, 2.806613048, 6.2368718779999996, 
    6.7401202519999996, 5.886982282, 6.9346094130000004, 3.9911115170000002, 
    3.9392062920000002, 4.7573717430000002, 5.2608696620000002, 
    6.7912236850000003, 7.2301975880000002, 6.444444657, NA, 
    3.4446823599999998, 8.1998586650000007, 8.8008809079999999, 
    3.560699622, 5.2636623379999996, 3.043415102, 4.6962118149999998, 
    3.471374908, 4.2990922930000002, 6.4199455580000002, 8.0453324320000004, 
    9.0223582580000006, 6.819165548, 5.9123675029999996, 8.2954812049999997, 
    7.3090267180000001, 5.4034932449999999, 5.5949171379999996, 
    5.5673758180000004, 4.5351489379999999, 8.3645741149999999, 
    6.3333050420000001, 7.7055907250000004, 2.59077986, 7.2295474999999998, 
    5.8533533420000001, NA, 7.0789472260000004, 7.133333683, 
    6.9647614170000001, 7.9257520030000004, 6.1090027889999998, 
    7.0176585520000003, 6.4624532070000003, 5.1234658570000002, 
    5.1867397630000003, 4.733810622, NA, 2.8834907219999999, 
    5.2661347379999999, 5.7550811770000001, 4.0812933449999997, 
    5.2126352000000002, 8.8920950879999996, 6.67523702, 6.3370100650000003, 
    4.4420866170000002, 1.6100883479999999, 6.0948944100000002, 
    3.2143235200000002, 5.6779774029999999, 5.719347, 6.2783426609999999, 
    5.9999889580000003, 4.291196631, 4.1527913529999996, 7.3651553439999997, 
    6.889687178, 7.511032535, 7.5792248510000002, NA, 7.2872501559999998, 
    4.298547449, 4.8959750120000001, NA, 6.8218972579999999, 
    4.7670099869999998, 5.5186567699999998, 7.7632263479999999, 
    5.9908887010000003, 5.0642459070000001, 5.5013008640000001, 
    2.766374195, 6.7129627860000003, 4.9999867120000001, 4.6772933779999999, 
    3.8886610560000001, 5.4130094199999998, 4.8249238209999996, 
    7.1730234810000004, 5.0879042739999996, NA, 3.328550849, 
    5.3671614139999999, 6.4943191450000004, 2.9997910929999998, 
    5.3191486990000003, NA, 5.3697735570000003, 4.6309690129999996, 
    7.6282860049999996, 7.2071717299999998, 7.112138141, 7.3457986110000002, 
    3.464285571, 4.551830227, 3.1953878499999999, 1.32670406, 
    7.5566147770000001, 5.1576683709999998, NA, 8.9432128859999995, 
    6.3265949739999998, 5.9338380610000003, 7.120527761, 7.494759352, 
    6.3401892780000004, 5.3405303359999996, 6.6572962990000004, 
    2.2976867749999998, 4.3487106000000004, NA, 4.3814824720000001, 
    3.2703676380000002, 2.816240922, 8.4690707280000002, 7.7858655609999996, 
    8.5768453640000004, 5.6010023909999997, 4.8944314049999997, 
    5.6292880590000003, NA, 6.9920166630000002, 6.5956452619999997, 
    4.9767632060000002, 2.2017991399999999, 7.1930522269999999, 
    6.4359195839999996, 7.017318521, 2.936187275, 6.5161842109999997, 
    7.2276824370000003, 4.9713118669999998, 6.4850430269999997, 
    7.1920197789999998, 4.8160333870000001, 8.9544174830000003, 
    5.1414989330000003, 2.451828377, 6.8784851619999996, 7.9584101179999998, 
    5.6958836660000003, 4.4046243980000002, 3.769035208, 6.411666512, 
    4.3373250959999998, 7.3738582839999998, 4.037850068, 6.9894769329999997, 
    2.7523703949999998, 6.4093708200000004, 6.923933431, 5.6392664559999996, 
    7.3347687129999999, 3.904132267, 3.9392062920000002, 5.2697776889999997, 
    5.1242816329999998, 7.0090397209999997, 7.3298595469999999, 
    6.789682547, NA, 3.4801325410000001, 8.0372612389999993, 
    8.8008807339999997, 3.0979581610000002, 5.8610829109999996, 
    3.043415102, 4.5880489039999999, 3.0132025730000001, 4.5292570689999998, 
    6.7105000910000001, 8.1718724740000006, 8.9470462620000006, 
    7.0990389399999998, 5.8258131530000004, 8.8801764389999995, 
    7.9077791350000002, 6.104362268, 5.6186869540000002, 5.2708415789999998, 
    4.6911289390000004, 8.5833351489999998, 6.3682012099999996, 
    7.9200058130000004, 2.394078108, 7.3686169780000004, 6.650833488, 
    NA, 7.0789472260000004, 6.1090027889999998, 8.0121505249999991, 
    7.8530494920000002, 6.1090027889999998, 7.4450854399999997, 
    6.4624537130000004, 5.3477740630000001, 4.9492010620000002, 
    4.733810622, NA, 2.4209455910000002, 5.1048659399999998, 
    5.7550813009999997, 4.390947487, 4.1388196759999998, 9.0576140719999998, 
    6.8610048499999996, 6.0105629389999997, 4.5608285940000002, 
    1.038382446, 6.1241097450000002, 2.7469461050000001, 6.1639271219999996, 
    6.3092951770000001, 6.2561249659999998, 5.4334578929999999, 
    4.291196631, 3.8922871350000001, 7.4761160310000001, 7.227424686, 
    8.3121588929999994, 7.7871239890000004, NA, 6.6262104150000001, 
    3.9500550840000002, 5.2472981509999999, NA, 7.2824715790000001, 
    7.422322801, 5.9701490399999999, 8.0606288740000007, 5.2061728370000004, 
    5.0505050020000004, 5.3253121380000001, 3.1159243989999998, 
    3.7183950170000002, 5.3023821189999998, 4.6772933779999999, 
    4.1530092180000002, 5.1492704050000002, 5.6649309929999996, 
    7.3816360210000003, 4.9612590760000002, 4.6825494570000004, 
    3.6365688, 5.9314043810000001, 6.4189585759999996, 2.8979009790000001, 
    NA, NA, 5.2719310610000001, 4.1653312060000003, 7.3665639599999997, 
    7.9500772550000001, 7.0304806150000001, 7.0833488820000001, 
    3.8004839929999998, 4.5175437130000002, 3.1953878499999999, 
    2.19501963, 7.4335241170000002, 5.7864567310000004, NA, 9.1776094280000002, 
    5.8987844389999999, 6.2021969759999998, 7.2630464139999997, 
    7.9342034339999996, 6.6220990659999996, 5.1244164620000001, 
    6.6620572029999998, 1.8480247160000001, 4.3487106000000004, 
    NA, 4.3814824720000001, 3.2703676380000002, 2.816240922, 
    8.4690707280000002, 6.6782592249999997, 8.7508136899999993, 
    5.0390159800000003, 4.8550740870000002, 5.1459428220000003, 
    NA, 7.5020115000000001, 6.4979688580000001, 5.0922248469999998, 
    1.437213659, 7.2981424129999999, 5.7000977979999998, 6.7822685470000001, 
    2.8046584650000002, 6.0431141850000003, 7.2386407039999998, 
    5.2321210770000004, 6.7506361500000001, 7.1598166560000003, 
    4.7105671060000001, 7.9602525819999999, 5.4166666670000003, 
    2.451828377, 6.6580958700000004, 8.302898828, 6.4524663589999998, 
    4.6379398939999996, 3.5905519180000001, 6.7118779640000001, 
    4.0663756969999998, 7.9016496949999997, 5.5987985030000003, 
    6.9573070980000002, 2.7707935589999999, 6.5743158849999999, 
    6.9197527570000004, 5.8041889470000001, 7.4129114920000001, 
    4.0147080739999996, 3.9392062920000002, 5.0241768650000003, 
    4.9146133399999998, 6.9943138170000001, 7.5569933579999997, 
    6.789682547, NA, 3.4960648590000001, 7.918723258, 8.6583118369999994, 
    3.043415102, 5.6188662110000003, 3.045648387, 4.4441250910000001, 
    3.0973541409999998, 5.1858052570000002, 7.0779461929999998, 
    8.4000078210000009, 8.8565862559999999, 6.5783016180000002, 
    5.785028498, 8.8299448980000008, 7.9715947979999999, 6.2240370699999996, 
    5.6374959279999999, 5.2708415789999998, 4.7207531429999996, 
    8.632890862, 6.3109401309999997, 7.6705176039999996, 2.9542683599999999, 
    7.0789472260000004, 6.9947141500000001, NA, 6.9638132429999997, 
    6.1090027889999998, 7.3941210169999998, 8.038221794, 5.8167086670000003, 
    7.9543541019999999, 5.8137969849999998, 5.189747949, 4.9103523310000003, 
    4.733810622, NA, 2.381646838, 4.9440536870000003, 6.3288807819999997, 
    4.1080571539999999, 4.0760317050000001, 9.1992059439999991, 
    6.9249426539999996, 5.7566055550000002, 4.571228144, 1.0574488289999999, 
    5.9948185450000002, 4.6925815599999998, 6.691725978, 6.184697388, 
    5.5795717800000002, 4.9814210169999997, 4.291196631, 3.725328996, 
    7.5628236019999999, 7.4835677809999996, 8.4792422649999999, 
    7.7871239890000004, NA, 5.818962483, 4.1500559709999996, 
    5.2472981509999999, NA, 7.422322801, 7.5581055099999999, 
    7.9814963649999999, 7.6956214269999998, 4.350035836, 4.626946384, 
    5.2141372160000001, 3.7183950170000002, 4.003645122, 5.4313495190000003, 
    4.6772933779999999, 4.1530092180000002, 5.204018134, 5.6610861320000003, 
    6.9806387680000004, 4.6825494570000004, 4.8233750710000001, 
    3.3657908330000001, 6.053640916, 6.3430134809999998, 2.8115783790000002, 
    2.7991722280000002, NA, 5.0015583269999997, 3.9109856289999998, 
    7.0458193580000001, 7.7876147119999999, 6.3910115120000004, 
    6.1244474579999997, 3.8711645899999998, 3.69616173, 2.4647416930000001, 
    2.7945513430000002, 7.5120122839999999, 6.628955135, 7.3165976620000004, 
    8.8980119549999994, 5.4896481069999998, 5.738102166, 6.9207416420000003, 
    7.1452388850000004, 6.9712759650000002, 4.513775356, 6.5133686800000001, 
    1.799525595, 4.3487106000000004, 0, 4.5028653820000004, 3.2966402299999999, 
    2.2741963599999999, 7.8306564219999997, 6.2818023270000003, 
    8.5018716080000001, 4.742055884, 5.4552181839999996, 4.324425937, 
    NA, 7.5124469749999996, 6.397084736, 5.4374400139999999, 
    1.758687683, 6.9987742920000002, 6.785422509, 6.3382519500000001, 
    3.2798811200000002, 5.5673432729999996, 7.0759803080000001, 
    5.3710222600000002, NA, 6.953990009, 4.3078924059999997, 
    4.885329434, NA, 2.451828377, 6.3989153480000001, 8.4483212949999995, 
    6.3644939640000002, 4.4795915839999996, 4.3347199090000004, 
    6.4808150400000004, 3.0869284779999999, 7.7899133190000001, 
    6.2150502540000003, 6.972792031, 2.8003832389999999, 6.5002595339999996, 
    6.2867750210000004, 6.1977559600000003, 7.2006599739999997, 
    4.0725495379999996, 3.5530049199999998, 4.9355969799999997, 
    3.9316078729999999, 7.0531961450000003, 7.7858498889999996, 
    5.8535421430000003, 3.7599105000000002, 3.164590993, 7.6823994860000004, 
    8.5768153060000003, 3.045648387, 4.8922933149999999, 7.7746868009999996, 
    4.3483460049999998, 3.3271514679999998, 5.5262390369999999, 
    7.3507501729999998, 8.3738581070000002, 9.2130836459999994, 
    5.5858688189999999, 5.785028498, 8.5574833330000004, 7.7080154600000004, 
    5.858788208, 5.296794759, 5.2708415789999998, 4.6787133140000003, 
    8.6176895990000002, 5.9097944199999999, 7.574464345, 2.920064671, 
    6.9638132429999997, 6.3090404879999999, NA, 5.5127173909999998, 
    5.8167086670000003, 6.9224173379999998, 7.6824839369999998, 
    0, 7.8981313880000004, 5.6529211999999998, 5.2487202829999999, 
    5.3537413760000003, 4.733810622, 8.2020811610000006, 2.0916882910000001, 
    4.369246671, 5.838991343, 3.9532543910000002, 4.7501890830000004, 
    9.1992059439999991, 6.7425738930000003, 5.3317233169999998, 
    4.6925815599999998, 1.4799966010000001, 5.863946941, 2.410379748, 
    5.9780812709999998, 6.1980079830000001, 5.418315583, 5.1035550780000003, 
    3.9898983330000002, 4.3640559650000004, 7.8898371879999996, 
    7.2753864669999997, 8.3234860099999999, 7.8771201340000001, 
    NA, 5.7511658219999999, 4.7745693080000002, 5.7213967889999999, 
    NA, 7.5581055099999999, 7.9814963649999999, 5.2940552529999998, 
    NA, 4.626946384, 8.7010900000000007, 6.1470495630000004, 
    4.003645122, 8.6136835129999998, 4.8545829100000004, 4.8582271730000004, 
    4.5980331909999999, 5.9109934070000003, 5.419660457, 7.1640672219999999, 
    4.8233750710000001, NA, 3.4471164079999999, 6.1914531669999997, 
    6.3759462300000003, 2.7991722280000002, NA, NA, 4.8896173139999997, 
    3.727279089, 7.1836074070000002, 7.4825110849999996, 6.6755760779999997, 
    5.9441861459999998, 3.69616173, 4.2218927979999998, 2.2261923399999999, 
    2.3253380639999999, 7.6801383379999999, 7.3165976620000004, 
    NA, 8.8048047280000006, 6.5260121040000003, 6.0175117660000002, 
    7.3358820900000001, 6.7071805080000004, 7.595839099, 5.3980850250000003, 
    6.102680028, 1.609525235, NA, NA, 5.0055618070000003, 3.196710838, 
    1.4779706880000001, 7.8012018799999998, 6.4276482479999997, 
    8.5522640239999994, 6.083346562, 5.6323838190000002, 5.377660337, 
    NA, 7.4704253249999999, 6.8685266800000004, 5.8322570469999997, 
    2.188716721, 7.0325664400000001, 8.1234400000000004, 6.9948558370000002, 
    3.9474318739999998, 6.4692884670000002, 8.1993979049999997, 
    5.3567390960000001, NA, 7.4022148720000001, 5.3604155970000003, 
    4.0956899250000003, NA, NA, 6.8754259729999996, 8.7500702159999992, 
    6.517128563, 4.2178743250000004, 4.7717934350000002, 5.9851106080000003, 
    3.782100534, 7.9478161829999996, 7.2127050979999998, 6.9474964930000001, 
    2.9926910069999999, 6.6751567239999998, 6.2352196419999997, 
    6.9252416229999998, 7.120279311, 4.9098000639999997, 3.2952616670000001, 
    4.7575053870000001, 3.7599105000000002, 7.4426058619999997, 
    8.0630573170000002, 5.2299004189999998, NA, 3.2261647249999998, 
    7.7746868009999996, 8.7572366670000008, 3.0251314790000001, 
    4.4626121640000003, NA, 4.0439023819999997, 3.6076638079999999, 
    5.2080403909999999, 7.3417534089999998, 8.2437347519999999, 
    9.6726075399999996, 6.7630677979999998, 5.8440738310000002, 
    8.2427428040000006, 8.1294761910000002, 6.3217285470000002, 
    5.4489998130000004, NA, 5.7675925000000001, 8.7478987920000009, 
    6.1010116779999999, 7.9670036599999996, 2.7517197320000002, 
    7.4779024999999999, 6.9941901140000002, NA, 5.4440995289999998, 
    5.8980518780000004, 7.5267953240000001, 7.7813420669999998, 
    8.2594665749999994, 8.2020811610000006, 7.5700138020000001, 
    5.9702198839999996, 6.0548656340000004, 5.3622345679999999, 
    NA, 2.1224731189999999, 4.4039096310000003, 6.0738860079999997, 
    3.9668607699999998, 6.6593242569999997, 9.2244416670000007, 
    6.9143635229999996, 5.573606721, 4.8971249160000001, 1.8683095219999999, 
    6.2660969590000004, 3.418282767, 6.0919736520000001, 6.6659084240000004, 
    6.1462789679999998, 4.2751777300000002, 5.6249808960000003, 
    4.6069392799999997, 8.2180712180000004, 7.9150108100000001, 
    8.0392585519999997, 7.1049592549999998, NA, 6.5796624020000003, 
    5.527888785, 6.3056366979999998, NA, 7.9814963649999999, 
    7.8727122639999996, 5.8343201799999997, NA, 4.7437309919999997, 
    7.3770714999999996, 6.8436290700000004, 4.1339609279999996, 
    8.3337135500000006, 4.7095881019999997, 5.5344954069999996, 
    4.4009104629999998, 5.7162274479999997, 5.4231707699999996, 
    7.6143285829999998, 5.0014651829999996, NA, 4.3011275549999999, 
    6.6285443749999997, 6.4109814900000002, 2.9755103269999998, 
    NA, NA, 4.75094935, 2.9380306520000001, 6.9568158029999996, 
    7.749552413, 7.3490605249999996, 6.9384259549999996, 3.957316413, 
    3.5548616669999999, 3.3014041299999999, 1.442622775, 7.5126440949999997, 
    7.9726426669999997, NA, 9.0587400430000002, 7.1452146220000001, 
    7.1268116670000001, 7.2160003220000002, 6.9157966670000004, 
    7.9873392919999997, 5.6764782150000004, 6.1165652750000001, 
    1.434718647, NA, NA, 4.0981476370000003, 2.493890843, 1.6280033620000001, 
    8.3822306050000002, 6.7493030679999997, 8.8263930720000001, 
    6.6592985950000001, 5.5170409950000003, 6.2302174199999998, 
    NA, 7.7305046869999998, 7.5284396930000002, 5.8160281319999996, 
    2.0622728279999998, 7.3553760649999997, 7.9025840629999999, 
    6.6723899180000004, 4.2151705929999999, 7.2630481119999999, 
    7.9516550549999998, 6.1161751669999997, NA, 7.2045527500000004, 
    6.3686593179999997, 4.6148477200000002, NA, NA, 7.122077558, 
    8.7073600100000004, 6.7421727169999999, 3.7889664220000001, 
    5.5118730400000002, 6.4183124899999999, 5.2862140499999999, 
    8.2044287879999995, 7.1150701080000003, 6.8398915650000003, 
    3.1461749330000002, 7.0979005300000004, 6.6007057219999998, 
    7.5303772819999999, 6.8988682780000001, 5.2624861620000001, 
    NA, 4.6355435719999996, 4.0863889750000002, 7.6147471429999998, 
    8.1368257869999994, 5.1500004949999996, NA, 3.855478357, 
    8.0643356770000008, 8.5161368080000006, 3.4748436730000001, 
    4.2752899319999997, NA, 4.1734506619999996, 4.0133338869999999, 
    4.9053567119999997, 7.4249366019999998, 8.1851357680000003, 
    9.2983485750000003, 6.8493970879999999, 5.8168415280000003, 
    7.6958633330000001, 8.8975714369999999, 7.3684376699999996, 
    5.9276710829999999, NA, 5.9961633330000002, 8.5090709199999992, 
    6.4236070749999996, 8.2594665749999994, 3.164397465, 7.5700138020000001, 
    7.9546166669999998, NA, 5.5496257829999998, 5.4339417729999999, 
    7.8105125229999999, 8.5606958300000002, 8.4296699999999998, 
    8.0551089949999994, 6.279093445, 5.8732091400000002, 6.2691379100000004, 
    5.9491946970000003, NA, 2.460214278, 8.5043437189999995, 
    6.2783894150000004, 3.984244162, 7.3511270450000001, 9.2468943380000006, 
    7.1102144620000001, 5.9118736900000002, 5.8641385469999996, 
    2.174654893, 6.3763674999999997, 4.7176608099999999, 6.2028026819999997, 
    6.3564750549999998, 7.1683319479999996, 4.9370381590000001, 
    5.6249808960000003, 4.1142943860000001, 7.8219209689999998, 
    8.1942292440000006, 7.7355505769999997, 7.136198458, NA, 
    7.3141922499999996, 5.3226293330000001, 6.6985147649999996, 
    NA, 7.8727122639999996, 3.0253416670000002, 5.1716558690000003, 
    NA, 4.7722671520000004, 5.7588266670000001, 6.4126395110000001, 
    3.9698298059999999, 8.3813076829999993, 4.9411195289999998, 
    6.1183629469999996, 4.0092639999999999, 5.3116793549999999, 
    5.8517480839999996, 7.1932459660000001, 5.359455101, NA, 
    4.829238417, 6.3464312520000004, 6.7726750420000004, 2.9261200600000001, 
    NA, NA, 4.2755419010000004, 3.0903650169999999, 6.9659933330000001, 
    7.8109162530000003, 7.5032374419999996, 8.7265060489999993, 
    4.0510148810000004, 3.8354366209999999, 4.8448290189999996, 
    1.4209205949999999, 7.4750390280000003, 7.4736754479999998, 
    NA, 8.8655331890000006, 7.151791835, NA, 6.9296787609999999, 
    7.0176873950000003, 7.7169226560000004, 5.5728699749999997, 
    6.2649795399999997, 1.180313062, NA, NA, 3.5422895200000002, 
    2.2592033329999999, 2.4364733439999999, 8.5129121720000001, 
    6.5249111409999996, 8.9386762849999997, 6.3590349389999998, 
    5.5736370830000004, 5.6955863259999999, NA, 7.7857011030000001, 
    6.8258008190000004, 5.7643377439999997, 1.529339593, 7.4502106159999997, 
    7.7277030370000004, 5.7684033330000002, 4.1185931499999997, 
    6.5737485189999996, 7.9603918880000002, 5.9864949630000002, 
    NA, 6.9819326259999999, 6.2479529940000003, 4.4946167639999999, 
    NA, NA, 7.2731784580000003, 8.3845862409999992, 6.4461286549999999, 
    4.0376230829999997, 5.810397944, 6.5614839119999999, 6.2872945849999997, 
    8.3744245559999992, 6.1024685520000004, 6.543780398, 2.9097256150000002, 
    6.8226700749999996, 6.5241351969999997, 8.2009967639999992, 
    6.6002433329999999, 5.0588624910000002, NA, 4.9359548120000003, 
    3.6095980920000001, 7.0824670830000001, 7.7628748940000003, 
    5.0439251340000002, NA, 4.0439998389999996, 8.3208356919999993, 
    8.7740214830000003, 3.6909437490000001, 4.4826929880000002, 
    NA, 4.0902405909999997, 4.0715086420000004, 4.5841087429999998, 
    7.4441836309999996, 7.9353037129999997, 8.4771933330000007, 
    6.5641070450000001, 5.312257003, 8.2400707309999994, 9.1008099999999992, 
    8.1023678799999992, 5.8462607100000001, NA, NA, 8.3008090509999999, 
    6.6424265120000001, 8.4296699999999998, 2.5194863330000001, 
    7.405522318, 7.3252296320000001, NA, 5.6408500000000004, 
    5.5804199649999999, 8.3351441140000002, 8.5043437189999995, 
    9.3735616549999996, 7.7791815309999999, 6.756425417, 5.4754044679999998, 
    5.984179997, 5.5788354260000004, NA, 2.5436196980000001, 
    7.3555857060000003, 5.9534495539999996, 4.569242139, 6.0810582499999999, 
    8.9835909279999999, 7.1506142309999996, 5.8926846179999997, 
    6.678260335, 1.8059539200000001, 5.852459767, 5.222981667, 
    5.8449750099999997, 6.2617468330000001, 6.9299179730000002, 
    6.3150232400000004, 5.4100650000000003, 4.5254510610000001, 
    7.7883639999999996, 7.2601728909999999, 8.2203252219999996, 
    7.2506238759999997, NA, 7.472725166, 4.3416293330000002, 
    5.7772330490000003, NA, 8.0034723289999992, NA, 5.364096483, 
    NA, 4.9276741069999996, 6.6634842809999997, 5.9509005589999999, 
    3.8964222290000001, NA, 5.2571869949999996, 6.6637569169999997, 
    3.5072817889999999, NA, 6.0274642859999998, 7.1289425260000003, 
    NA, NA, 4.6221443329999996, 6.070104304, 7.2167487379999997, 
    2.4308523289999999, NA, NA, 4.5325211669999996, 3.5452566069999998, 
    7.4523566959999998, 8.1349417850000005, 7.6173149860000002, 
    8.5585859860000006, 3.8381726629999999, 4.5112851879999996, 
    5.5233505000000003, 1.2720560380000001, 7.8408962620000002, 
    6.9875018249999998, NA, 8.7292969110000005, 7.4280445830000001, 
    NA, NA, 7.4381702049999996, 8.1604569130000009, 5.2841932170000003, 
    6.0537406410000001, 1.155346647, NA, NA, 3.5659982229999998, 
    NA, 2.786666995, 8.9398640559999993, 6.7091433330000001, 
    8.9621537549999992, 6.5934457279999998, 6.2005275510000004, 
    5.3245783329999998, NA, 7.9844683099999996, 7.2649436679999999, 
    5.759082126, 1.889834569, 7.0150492570000003, 8.2499898320000007, 
    6.3924055989999999, 3.8611625209999998, 6.0481391860000002, 
    8.8600945079999995, 5.335227583, NA, 7.342203381, NA, 4.7762878479999999, 
    NA, NA, 7.4974783460000003, 8.6361168100000008, 6.6050579310000002, 
    3.9866517950000002, 5.7621936480000002, 5.7366135470000001, 
    6.7860764290000004, 8.6839971669999994, 6.5038877399999997, 
    6.4876431830000003, 2.7980396999999999, 6.7848516669999999, 
    6.320757027, 8.2864931429999995, 6.926438214, 5.0291006869999997, 
    NA, 4.9792538779999997, 3.3473608750000001, 6.7853466180000002, 
    7.6495334909999997, 5.0321387499999997, NA, 4.2316838030000001, 
    8.6185474220000007, 9.1172561880000007, 3.6930684039999999, 
    4.7182518519999999, NA, 4.003365939, 4.3029578900000001, 
    5.06930368, 7.0878112690000004, 7.7204335579999999, NA, 7.7791222759999998, 
    5.7645286520000001, 8.9732633330000002, NA, 7.9371554489999996, 
    5.7094155889999998, NA, NA, 8.4166166689999997, 7.2066435259999997, 
    8.4007326540000005, 1.788324172, 7.0656708930000001, 5.8594703399999997, 
    NA, NA, NA, 8.0003613330000007, 8.6698912060000008, 9.3647549409999993, 
    7.4628125120000002, NA, 6.12399877, 5.9889116209999997, NA, 
    NA, 3.1696274660000001, 8.9915704820000002, 5.8112436450000002, 
    4.7016284309999996, 6.6302691390000001, 8.9946945229999997, 
    6.9662224330000004, 5.8914675509999999, 6.4461589860000004, 
    2.119482144, 5.7841655589999998, NA, 5.7875300139999997, 
    6.4446991000000002, 6.5365824889999997, 5.4775853530000003, 
    NA, 4.457528226, 8.0356323029999999, 7.1166188110000004, 
    8.4295489480000008, 7.3129745829999999, NA, 7.7726176530000002, 
    4.2985929130000002, 5.6723504230000001, NA, 8.0054886599999993, 
    NA, 5.9128543249999996, NA, 4.4098057930000003, 7.1429117619999998, 
    5.9175000860000004, 3.8025460550000001, NA, 5.069932917, 
    5.8367711849999999, 3.859516245, NA, 4.9120705420000004, 
    7.5044541789999997, NA, NA, 4.1711945290000001, 5.8398257129999998, 
    7.3106868340000002, 2.7385486829999999, NA, NA, 4.8091734209999997, 
    2.8554283520000001, 7.2477525229999999, 8.6577960770000004, 
    7.8638410900000002, 8.7850692640000005, 3.601924833, 4.3027238480000003, 
    6.9588689840000004, 1.4789354969999999, 7.9166686359999998, 
    6.6609949999999998, NA, 9.1471492269999999, 7.1027307789999998, 
    NA, NA, 7.7598913270000001, 7.8591582129999997, 5.4898864070000002, 
    6.4291545560000003, 1.4708363769999999, NA, NA, 2.6413703900000001, 
    NA, 2.9970712499999999, 9.0194265829999996, 6.9368508010000003, 
    9.1179812499999997, 7.0726966439999996, 6.5380003899999997, 
    NA, NA, 7.4191513069999999, 7.8546059660000003, 5.6675644590000003, 
    2.0587654290000001, 6.5308539400000001, 8.5459574889999992, 
    6.6409431229999996, 3.4442191809999998, 7.0690141029999998, 
    8.6455964440000006, 5.1667398919999998, NA, 7.6849103840000001, 
    NA, 4.8705864999999999, NA, NA, 7.3969209039999999, 9.1280664310000006, 
    6.6022924500000002, 4.008304463, 5.7415667800000003, 5.4515675630000002, 
    6.0204245949999997, 8.5884891700000008, 6.3448682349999999, 
    6.5255457520000002, 2.903023256, NA, 6.0186597180000003, 
    7.8409530030000001, 6.7282772230000001, 4.6398686920000003, 
    NA, 5.0007454060000001, 3.5580920749999998, 6.7141020380000001, 
    7.9192314719999999, 4.943786298, NA, 4.0408864519999996, 
    9.0316066450000001, 9.1331185220000002, 3.7422961629999998, 
    5.6609185589999997, NA, 3.8406397609999998, 4.4324729170000001, 
    5.2863989809999996, 5.8225732580000003, 7.8375371569999999, 
    NA, 7.8859610760000001, 6.2477101419999999, NA, NA, 8.1541382480000006, 
    5.6563795790000002, NA, NA, 8.8472354519999996, 7.2273542559999999, 
    8.2457968739999998, 1.1618133150000001, 6.465246155, 5.0572870339999998, 
    NA, NA, NA, 7.7380870320000001, 8.5103877039999993, 9.4978026260000004, 
    7.341205134, NA, 6.4547874170000004, 6.5607194389999997, 
    NA, NA, 2.5590406799999998, 8.3667561330000009, 5.7998887960000003, 
    4.6517629190000003, 7.1587241639999997, 9.1043937199999991, 
    6.2254154819999998, 6.0422865779999997, 6.3298798039999999, 
    2.3866445629999999, 6.2279378769999996, NA, 5.7971208350000003, 
    5.6444228430000001), ef_legal_gender = c(0.94871794899999995, 
    0.820512821, 0.84615384599999999, 0.76923076899999998, 1, 
    1, 1, 0.71794871800000004, 0.94594594600000004, 0.53658536599999995, 
    0.79487179500000005, 0.87179487200000005, 0.72972972999999997, 
    1, 0.837837838, 0.65853658500000001, 0.92307692299999999, 
    0.87179487200000005, 0.87179487200000005, 0.97435897400000004, 
    0.92307692299999999, 0.79487179500000005, 0.84615384599999999, 
    0.87179487200000005, 0.90243902399999998, 1, 0.58536585399999996, 
    1, 1, 0.69230769199999997, 0.71794871800000004, 0.90243902399999998, 
    0.87179487200000005, 0.87179487200000005, 0.58536585399999996, 
    0.70731707300000002, 0.87179487200000005, 0.92307692299999999, 
    0.94871794899999995, 0.89743589700000004, 0.92307692299999999, 
    1, 1, 0.87179487200000005, 0.53846153799999996, 1, 1, 0.79487179500000005, 
    0.918918919, 1, 0.94871794899999995, 0.80487804900000004, 
    0.94871794899999995, 1, 1, 0.97560975599999999, 1, 0.94871794899999995, 
    0.71794871800000004, 0.79487179500000005, 0.92307692299999999, 
    0.89743589700000004, 0.92307692299999999, 1, 1, 1, 0.78378378400000004, 
    0.92682926799999998, 0.58536585399999996, 0.58536585399999996, 
    1, 0.94871794899999995, 1, 0.94594594600000004, 0.94871794899999995, 
    0.487804878, 0.743589744, 0.92307692299999999, 0.92307692299999999, 
    0.48717948700000002, 0.743589744, 1, 1, 0.743589744, 0.89189189199999996, 
    1, 0.80487804900000004, 1, 1, 0.89743589700000004, 0.70731707300000002, 
    0.94594594600000004, 0.66666666699999999, 0.65853658500000001, 
    1, 0.60975609799999997, 0.97435897400000004, 1, 0.71794871800000004, 
    0.87179487200000005, 0.820512821, 0.75609756100000003, 0.94871794899999995, 
    0.92682926799999998, 1, 0.837837838, 1, 1, 0.95121951199999999, 
    0.64864864899999997, 0.84615384599999999, 1, 0.60975609799999997, 
    0.69230769199999997, 0.94871794899999995, 0.89743589700000004, 
    1, 1, 0.89743589700000004, 0.84615384599999999, 1, 0.61538461499999997, 
    1, 0.743589744, 0.95121951199999999, 0.41463414599999998, 
    0.68292682900000001, 1, 0.97435897400000004, 0.84615384599999999, 
    0.97435897400000004, 1, 0.94871794899999995, 1, 1, 0.89743589700000004, 
    0.46341463399999999, 0.97435897400000004, 0.69230769199999997, 
    1, 1, 0.46341463399999999, 1, 0.71794871800000004, 0.918918919, 
    0.84615384599999999, 1, 0.92682926799999998, 0.97435897400000004, 
    0.80487804900000004, 0.89743589700000004, 0.92307692299999999, 
    0.71794871800000004, 0.51219512199999995, 1, 1, 1, 1, 0.78048780500000003, 
    0.634146341, 1, 0.84615384599999999, 0.94871794899999995, 
    0.820512821, 0.84615384599999999, 0.76923076899999998, 1, 
    1, 1, 0.71794871800000004, 0.94594594600000004, 0.53658536599999995, 
    0.79487179500000005, 0.87179487200000005, NA, 1, 0.837837838, 
    0.65853658500000001, 0.92307692299999999, 0.87179487200000005, 
    0.87179487200000005, 0.97435897400000004, 0.92307692299999999, 
    0.79487179500000005, 0.84615384599999999, 0.87179487200000005, 
    0.90243902399999998, 1, 0.58536585399999996, 1, 1, 0.69230769199999997, 
    0.71794871800000004, 0.90243902399999998, 0.87179487200000005, 
    0.87179487200000005, 0.58536585399999996, 0.70731707300000002, 
    0.87179487200000005, 0.92307692299999999, 0.94871794899999995, 
    0.89743589700000004, 0.92307692299999999, 1, 1, 0.87179487200000005, 
    0.53846153799999996, 1, 1, 0.79487179500000005, 0.918918919, 
    1, 0.94871794899999995, 0.80487804900000004, 0.94871794899999995, 
    1, 1, 0.97560975599999999, 1, 0.94871794899999995, 0.71794871800000004, 
    0.79487179500000005, 0.92307692299999999, 0.89743589700000004, 
    0.92307692299999999, 1, 1, 1, 0.78378378400000004, 0.92682926799999998, 
    0.58536585399999996, NA, 1, 0.94871794899999995, 1, 0.94594594600000004, 
    0.94871794899999995, 0.487804878, 0.743589744, 0.92307692299999999, 
    0.92307692299999999, 0.48717948700000002, 0.743589744, 1, 
    1, 0.743589744, 0.89189189199999996, 1, 0.80487804900000004, 
    1, 1, 0.89743589700000004, 0.70731707300000002, 0.94594594600000004, 
    0.66666666699999999, 0.65853658500000001, 1, 0.60975609799999997, 
    0.97435897400000004, 1, 0.71794871800000004, 0.87179487200000005, 
    0.820512821, 0.75609756100000003, 0.94871794899999995, 0.92682926799999998, 
    1, 0.837837838, 1, 1, 0.95121951199999999, 0.64864864899999997, 
    0.84615384599999999, 1, 0.60975609799999997, 0.69230769199999997, 
    0.94871794899999995, 0.89743589700000004, 1, 1, 0.89743589700000004, 
    0.84615384599999999, 1, 0.61538461499999997, 1, 0.743589744, 
    0.95121951199999999, 0.41463414599999998, 0.68292682900000001, 
    1, 0.97435897400000004, 0.84615384599999999, 0.97435897400000004, 
    1, 0.94871794899999995, 1, 1, 0.89743589700000004, NA, 0.97435897400000004, 
    0.69230769199999997, 1, 1, 0.46341463399999999, 1, 0.71794871800000004, 
    0.918918919, 0.84615384599999999, 1, 0.92682926799999998, 
    0.97435897400000004, 0.80487804900000004, 0.89743589700000004, 
    0.92307692299999999, 0.71794871800000004, 0.51219512199999995, 
    1, 1, 1, 1, 0.78048780500000003, 0.634146341, 1, 0.84615384599999999, 
    0.94594594600000004, 0.81081081099999996, 0.86486486500000004, 
    0.81081081099999996, 1, 1, 1, 0.756756757, 0.94594594600000004, 
    0.53658536599999995, 0.81081081099999996, 0.87179487200000005, 
    NA, 1, 0.837837838, 0.66666666699999999, 0.92307692299999999, 
    0.837837838, 0.89189189199999996, 0.97297297299999996, 0.89189189199999996, 
    0.79487179500000005, 0.89189189199999996, 0.89189189199999996, 
    0.89743589700000004, 1, 0.61538461499999997, 1, 1, 0.69230769199999997, 
    0.71052631600000005, 0.89743589700000004, 0.89189189199999996, 
    0.86486486500000004, 0.58974358999999998, 0.71794871800000004, 
    0.86486486500000004, 0.918918919, 0.94594594600000004, 0.89743589700000004, 
    0.918918919, 1, 1, 0.86486486500000004, 0.56756756799999997, 
    1, 1, 0.81081081099999996, 0.91428571400000003, 1, 0.94594594600000004, 
    0.79487179500000005, 0.94871794899999995, 1, 1, 0.97435897400000004, 
    1, 0.94594594600000004, 0.72972972999999997, 0.79487179500000005, 
    0.92307692299999999, 0.89189189199999996, 0.87179487200000005, 
    1, 1, 1, 0.80000000000000004, 0.92307692299999999, 0.56410256400000003, 
    NA, 1, 0.94594594600000004, 1, 0.91428571400000003, 0.94594594600000004, 
    0.51282051299999998, 0.78378378400000004, 0.94594594600000004, 
    0.918918919, 0.513513514, 0.78378378400000004, 1, 1, 0.78378378400000004, 
    0.88571428600000002, 1, 0.80487804900000004, 1, 1, 0.89189189199999996, 
    0.71794871800000004, 0.94285714300000001, 0.675675676, 0.66666666699999999, 
    1, 0.58974358999999998, 0.97297297299999996, 1, 0.756756757, 
    0.89189189199999996, 0.837837838, 0.76923076899999998, 0.94594594600000004, 
    0.92682926799999998, 1, 0.82857142900000003, 1, 1, 0.89743589700000004, 
    0.62857142899999996, 0.86486486500000004, 1, 0.58974358999999998, 
    0.70270270300000004, 0.94594594600000004, 0.88571428600000002, 
    1, 1, 0.89189189199999996, 0.86486486500000004, 1, 0.61538461499999997, 
    1, 0.78378378400000004, 0.94871794899999995, 0.43589743600000003, 
    0.64102564100000003, 1, 0.97435897400000004, 0.837837838, 
    0.97297297299999996, 1, 0.94594594600000004, 1, 1, 0.918918919, 
    NA, 0.97435897400000004, 0.69230769199999997, 1, 1, 0.48717948700000002, 
    0.89189189199999996, 0.756756757, 0.91428571400000003, 0.86486486500000004, 
    1, 0.89743589700000004, 0.97435897400000004, 0.79487179500000005, 
    0.918918919, 0.91428571400000003, 0.756756757, 0.53846153799999996, 
    1, 1, 1, 1, 0.820512821, 0.61538461499999997, 1, 0.837837838, 
    0.94594594600000004, 0.81081081099999996, 0.86486486500000004, 
    0.81081081099999996, 1, 1, 1, 0.756756757, 0.94594594600000004, 
    0.53658536599999995, 0.81081081099999996, 0.87179487200000005, 
    NA, 1, 0.837837838, 0.66666666699999999, 0.92307692299999999, 
    0.837837838, 0.89189189199999996, 0.97297297299999996, 0.89189189199999996, 
    0.79487179500000005, 0.89189189199999996, 0.89189189199999996, 
    0.89743589700000004, 1, 0.61538461499999997, 1, 1, 0.69230769199999997, 
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    0.86486486500000004, 0.58974358999999998, 0.71794871800000004, 
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    6.8034713550000001, 4.9268805530000002, 2.9855199570000002, 
    5.2164461199999996, 4.3590611319999999, 7.8163662890000003, 
    8.4973263830000008, 3.444509203, 6.7724974040000001, 5.1249432410000004, 
    5.6598376889999997, 4.7413936689999998, 3.541556296, 3.6756377150000001, 
    4.5425194590000002, 5.2760377040000002, 4.7787386449999998, 
    4.7303999079999999, 4.519291988, 6.0571116089999997, 7.8493319430000001, 
    7.3962090070000004, 5.3627941239999997, 2.0029153900000001, 
    5.060821486, 3.1330650179999999, 5.3339956329999998, 3.750569595, 
    5.0034888190000002, 4.5518172029999997, 2.9602637180000002, 
    3.8163616199999999, 5.7778037209999997, 7.9948106479999996, 
    8.015541357, 5.3213830030000002, 6.8008099700000004, 5.2656016040000004, 
    3.0171339499999998, 5.7567230609999998, NA, 7.2545995080000001, 
    5.1488839090000003, 3.5807654530000002, 6.8596199029999996, 
    3.5811338840000002, 4.2392114200000002, 6.1648003549999997, 
    4.4513001799999996, 5.2391225749999997, 4.8831302130000003, 
    3.5975811379999998, 3.0918254100000002, 4.3549936640000002, 
    3.257379298, 7.8506801169999996, 6.0773172600000001, 1.8492764070000001, 
    2.7677820500000001, 6.4501176329999996, 5.6330837650000003, 
    3.7937746880000001, 2.6531192109999999, 3.408225775, 5.7689800900000003, 
    4.5571066890000003, 5.6939749969999998, 5.8361721659999999, 
    6.2398713150000003, 8.2468721370000004, 4.069636601, 3.8931490809999998, 
    3.4796579539999999, 3.6952503390000002, 7.509630596, 4.6070924089999998, 
    6.1210828370000003, 8.8814986610000002, 7.0653249809999998, 
    3.9006362960000001, 5.2596343240000003, 6.5681527669999999, 
    7.4453669690000002, 5.4418439599999999, 5.9798542379999997, 
    4.4826617860000004, 2.976011266, 3.8606248829999998, 4.3452516870000002, 
    2.4784339860000002, 3.9918021989999999, 8.0812748560000003, 
    6.0384214949999997, 8.4500450019999995, 5.0983562200000003, 
    4.5187320069999997, 4.5369523139999997, NA, 7.9981384860000002, 
    6.132119415, 5.6648035840000004, 5.1574747380000003, 7.603896561, 
    4.7638589930000004, 5.6061119420000001, 4.745102997, 6.4505021820000001, 
    4.990165384, 4.2012265629999996, 5.9805983109999996, 6.3989261910000002, 
    4.050679036, 5.7626998179999998, 4.6759789100000004, 3.2063388920000002, 
    6.5337765179999998, 8.3561423860000001, 5.0702810170000001, 
    2.8810122580000002, 4.6210996440000001, 5.7587808530000002, 
    3.626025957, 6.5915046799999999, 3.280492271, 6.4725566370000003, 
    4.2224961299999997, 4.2477668800000004, 5.6483522559999999, 
    4.8268821080000004, 5.5734955040000003, 3.96561253, 3.4214836970000002, 
    6.5111789330000001, 4.4993896769999999, 8.2123183960000006, 
    8.7395003540000005, 4.4480910890000001, 3.414027157, 3.6097684590000001, 
    8.8312074190000001, 6.0060320479999998, 3.3040053610000002, 
    5.4279623040000002, 4.1045311350000002, 3.8662059979999999, 
    4.8013997599999998, 4.4348372339999997, 5.7910935190000004, 
    6.9514711020000002, 6.3000147330000003, 5.9471502010000004, 
    4.845383226, 7.3214215200000003, 5.2900173019999999, 4.2378862030000004, 
    4.8925761090000002, 5.5208963019999997, 3.9652399460000001, 
    8.2868216379999993, 5.6383350510000003, 6.3238535560000004, 
    5.7628882839999998, 6.8033401490000003, 5.2802562420000001, 
    NA, 5.0701292010000003, 4.108752623, 8.3485920339999993, 
    8.5759487510000003, 3.4282490399999999, 6.7774046200000004, 
    5.1370317989999998, 5.6780499539999996, 4.7746433770000003, 
    3.541556296, 3.6885723029999999, 4.3890100719999996, 5.2799338069999999, 
    4.7440882000000002, 4.8918044119999999, 4.3246467519999996, 
    5.9766459510000001, 7.9215048709999998, 7.2263062600000003, 
    5.5015675890000004, 2.046750013, 5.0213244289999999, 3.0238447960000001, 
    5.5670484030000003, 3.820360033, 4.6667403500000004, 4.3461385200000002, 
    2.9936511960000001, 3.7295035749999998, 5.5608814710000001, 
    8.0222991050000001, 8.0556056460000001, 5.2252886140000001, 
    6.4926517490000002, 5.0097981960000002, 2.7395993839999999, 
    6.0427481089999997, NA, 7.8113981250000002, 5.6548158170000002, 
    4.0564531940000004, 6.3240682980000003, 3.9869937119999999, 
    4.7072574219999996, 6.0134654589999998, 4.4142850019999997, 
    4.97494353, 4.7755907190000002, 3.6361870060000001, 3.361807593, 
    4.1941000769999999, 3.367071857, 8.0450288289999996, 5.9272528490000003, 
    2.8503772129999998, 2.7304199759999999, 6.5840819240000004, 
    5.5130512239999998, 3.8577250630000002, 1.6235007560000001, 
    2.5912110570000002, 5.8496949010000003, 4.6136297580000001, 
    5.6010283210000003, 6.1021035100000001, 6.1299550280000004, 
    8.2046070479999997, 4.348424896, 3.9318482239999999, 3.537684225, 
    4.1429004469999997, 7.2993017880000002, 4.4933326429999996, 
    5.3849864500000004, 8.8753474220000008, 6.9653678069999998, 
    3.848615508, 5.2760577209999999, 6.6054051420000004, 7.7310693910000001, 
    5.2305691379999999, 5.9056562770000003, 4.3113919090000001, 
    2.9964627469999998, 3.3237674510000002, 4.3452743030000001, 
    2.4677479550000001, 3.9719901050000002, 8.0812322319999996, 
    6.0992874710000002, 8.3238838370000003, 4.7180132979999998, 
    4.5430690829999998, 4.4001884159999998, NA, 8.0392927790000002, 
    5.7718191040000004, 5.7163960319999996, 4.8097105329999996, 
    7.6054511199999997, 4.621818545, 5.6176805930000002, 4.8142564620000003, 
    6.2353481989999997, 4.9737949280000002, 4.1877926600000004, 
    5.8513446800000004, 6.6125376640000004, 3.911830449, 5.4744832360000002, 
    4.6540241890000003, 3.2084128980000002, 6.4368807979999998, 
    8.3719933050000002, 5.3700959360000002, 2.8854852919999998, 
    4.7341617520000003, 5.8682959639999996, 3.692140169, 7.0411925789999996, 
    3.2515441969999999, 6.4001087139999999, 4.2376564070000002, 
    4.4002528390000002, 5.5797391689999998, 5.0473556029999997, 
    5.4336644639999996, 3.9602294790000001, 3.421505587, 6.262300196, 
    4.3807898950000004, 8.1148651429999994, 8.7324399140000004, 
    4.29847834, 3.3462461609999998, 3.479562638, 8.6924721890000001, 
    5.6909808699999997, 3.3675544039999998, 5.3183114629999997, 
    4.1015444270000003, 3.7271493009999999, 4.7256731729999997, 
    4.5658035449999996, 5.991672157, 6.99053755, 6.4137313249999997, 
    5.96805495, 4.7959641120000001, 7.0066013519999997, 5.2840870850000004, 
    4.0739054860000001, 4.82831294, 5.4233781820000004, 3.878618157, 
    8.1976147679999993, 5.5633110669999999, 6.1053733250000004, 
    5.794806801, 6.5374764440000002, 4.9267869209999997, NA, 
    5.0117028619999999, 4.0907407850000004, 8.0460213429999996, 
    8.4521744269999992, 3.5748422099999999, 6.4067815499999998, 
    4.8787376, 5.2966837800000004, 4.650483199, 3.5458420099999999, 
    2.8246856149999999, 4.4829411600000002, 5.1583846309999997, 
    4.7987968189999997, 4.7210339259999996, 4.2700762320000001, 
    5.9822625719999998, 7.8294608080000003, 7.0996254539999999, 
    5.5427926200000002, 2.0026510709999998, 5.0243396169999999, 
    4.4427750049999997, 5.678792692, 3.6155836460000002, 4.5437824759999996, 
    4.3414941239999996, 2.990266391, 3.6131844690000001, 5.6131375820000002, 
    7.8747860850000002, 8.0027597880000005, 5.21886866, 6.4808186250000004, 
    4.8247287559999998, 2.7328797640000002, 6.0205209350000004, 
    NA, 7.1330996229999997, 6.050810265, 4.884046143, 6.3708879009999997, 
    4.1359598130000004, 4.3207051200000004, 5.9569030620000003, 
    4.6181648490000002, 4.9837381199999999, 4.6623143569999996, 
    3.7168852600000002, 3.2396145779999999, 4.1028859720000002, 
    3.2762200529999999, 7.9921677469999999, 5.9242201019999996, 
    3.040806543, 2.3996598520000001, 6.6530337749999999, 5.5387508820000004, 
    3.8585403120000001, 2.443894137, 2.2230016090000002, 5.8246133550000003, 
    4.1200114279999998, 5.5524205459999996, 6.0590299679999999, 
    5.8657107980000003, 8.0889868830000005, 4.3582470840000003, 
    3.7558911940000002, 3.3140271139999999, 4.3950919959999997, 
    7.2614360619999996, 4.5020348449999998, 5.0869938980000002, 
    8.8469603419999991, 6.8354604309999996, 3.5892851069999998, 
    5.2273332889999997, 6.1936100380000001, 7.7597490279999999, 
    5.1562349850000002, 5.8037139140000003, 4.2784815409999997, 
    3.1797183769999999, 1.668509676, 4.3894759509999997, 2.306795734, 
    3.8052874120000002, 7.9489701979999996, 6.1748435419999996, 
    8.1541777359999994, 4.7330716300000004, 4.5862266009999999, 
    4.0711555180000003, NA, 7.9756877859999999, 5.7276573510000004, 
    5.7229795599999997, 4.7622858539999999, 7.433127861, 4.7778739029999997, 
    5.445776908, 4.8480038759999999, 5.9668905040000002, 5.0533579230000001, 
    4.2169306710000001, NA, 6.5048436670000003, 3.5840302099999999, 
    4.983272296, NA, 2.3537020549999998, 6.3049033269999999, 
    8.2851312299999993, 5.2420734229999999, 2.8061559260000002, 
    4.897783714, 5.8053933659999997, 3.3916939030000002, 7.0435978099999996, 
    3.329978686, 6.4588597600000002, 4.4480278139999996, 4.3941168250000002, 
    5.4000782479999998, 5.1733533090000003, 5.4036865890000003, 
    3.8435770969999998, 3.1671739950000002, 6.1852256219999999, 
    3.954324057, 8.0345621630000004, 8.7668780700000006, 4.4478279140000003, 
    3.3324850069999998, 3.1335559310000001, 8.5869415119999992, 
    5.845668764, 3.5542542859999999, 5.2698438100000002, 5.9348325500000003, 
    3.6403721629999999, 4.7026110430000001, 4.6423455259999997, 
    5.924226966, 6.9883240759999996, 6.4268243690000002, 5.7417438809999997, 
    4.8345474890000002, 6.7654691600000003, 5.1494701149999997, 
    3.759815879, 4.7659669259999999, 5.5702552770000002, 3.9114880749999998, 
    8.1414148270000002, 5.566894435, 5.8270048220000001, 5.8061065679999997, 
    6.4391427559999999, 4.6892380649999996, NA, 4.3002301840000001, 
    4.2081536210000001, 7.8641612509999996, 8.2931673430000004, 
    1.5445138199999999, 6.386601078, 4.508254612, 5.2540717480000003, 
    4.6339957030000001, 3.4844134389999999, 4.3918421150000002, 
    4.5468318490000001, 4.9990385860000002, 5.0647967679999999, 
    4.5020020660000002, 4.2074389400000003, 5.9627971149999999, 
    7.8123305470000002, 6.9745078530000004, 5.4681133319999997, 
    2.0334925890000002, 4.9187250499999999, 3.0915251289999999, 
    5.5072872019999997, 3.5758274619999999, 4.4714921070000004, 
    3.91791578, 3.3028777360000001, 3.983924912, 5.7794565220000003, 
    7.7665119589999998, 7.9946402890000003, 5.9469323090000001, 
    6.4808186250000004, 4.8384738890000003, 2.9349936589999999, 
    6.0754254379999999, NA, 7.0859845830000001, 6.0015999789999999, 
    3.9275699230000001, NA, 4.1329254620000002, 5.6663929240000002, 
    6.2289095359999997, 5.1162495740000002, 5.9210727920000004, 
    4.8837265319999998, 3.9087202489999999, 2.9971141829999999, 
    4.5616022200000002, 3.4422042159999999, 7.9881952140000001, 
    5.9444845060000002, 2.0680554390000001, 2.4376978299999998, 
    6.7270233350000002, 5.8861268080000002, 4.1275067720000003, 
    2.0398821649999999, 2.4905044670000001, 5.9375101409999997, 
    3.435958678, 5.5763621529999998, 6.1181133570000004, 5.9441714540000001, 
    7.9803322510000001, 4.2106871379999999, 4.2205138299999998, 
    3.5199197940000002, 4.0157387350000002, 7.2394356929999999, 
    5.0979827919999998, 5.6548245789999996, 8.9011636700000007, 
    7.0314393659999999, 3.7039292960000001, 5.3858880930000002, 
    5.7716445480000003, 7.9376198630000001, 5.5110476970000004, 
    5.3722628720000003, 4.2913758709999996, NA, 3.0338343710000002, 
    4.5013039279999996, 2.228765975, 3.4373405770000001, 7.9630193929999997, 
    6.0238344960000001, 8.1733640960000002, 5.4923043839999997, 
    4.4190853380000004, 4.2102252580000004, NA, 7.9270569960000001, 
    5.9446898749999999, 5.9267144189999996, 4.7168525649999999, 
    7.3413987159999996, 4.8503468769999998, 6.0962587949999998, 
    4.7240644920000001, 6.3193504699999998, 5.7064255079999997, 
    4.4584778949999997, NA, 6.4553399320000002, 3.8774958370000001, 
    4.6031647170000003, NA, NA, 6.3870713280000002, 8.2072246629999999, 
    5.2539753649999996, 2.989490553, 4.8429884129999996, 5.6624383079999996, 
    3.5307260650000001, 7.1874631359999999, 3.688089255, 6.5577227789999997, 
    4.4608071929999999, 5.1125133070000004, 5.5250990289999997, 
    5.834385524, 5.4845273280000004, 4.0387663109999998, 3.1484383029999998, 
    6.2008104919999996, 3.749527998, 8.1503073669999999, 8.764881462, 
    4.686212813, 3.5262722329999998, 3.2660627849999999, 8.5925989319999996, 
    6.0473289039999996, 3.5690529400000002, 5.2199041560000001, 
    4.5587373419999997, 3.5753731790000001, 4.8360967940000004, 
    4.4184287080000004, 6.2374940240000001, 6.8861181379999996, 
    6.4663453500000001, 5.5594933590000002, 5.1766251490000004, 
    6.7365562490000004, 5.1943286769999997, 3.9049315390000001, 
    4.9106694539999998, NA, 3.9360082300000001, 8.1911383630000003, 
    5.6308454709999998, 5.8915857139999996, 5.9248415110000003, 
    6.6997019929999997, 5.1469860440000001, NA, 4.5895548340000003, 
    4.1527087079999996, 8.1614795499999993, 8.3566564509999992, 
    4.1441567920000004, 6.8071904720000003, 5.7371115000000001, 
    5.3052006949999999, 4.9458365400000002, 3.775683661, 2.4371067320000002, 
    4.685396474, 5.0413369289999999, 5.2989838210000002, 4.4514281689999997, 
    4.803279946, 6.0696954190000003, 7.8254363749999998, 7.0165403560000001, 
    5.4170910489999997, 2.2043553459999998, 5.3503983909999997, 
    3.1014596430000001, 5.7861981389999997, 4.0130042870000002, 
    4.874882436, 3.4818569479999999, 3.5855908419999998, 4.1712517169999996, 
    5.8162394439999998, 8.0055705059999998, 8.0049590150000007, 
    5.8211343900000001, 6.4308206349999999, 5.2327894969999997, 
    3.234701136, 6.2344761269999998, NA, 7.0965184450000001, 
    5.9843305979999997, 4.1609145559999998, NA, 4.0793130309999999, 
    5.1387709929999996, 6.5713928859999999, 5.1796444209999999, 
    5.8775086329999997, 4.9297591450000002, 4.1824517590000001, 
    2.853556099, 4.7649538700000003, 3.414986158, 8.1235784520000003, 
    6.0489500170000001, 2.783661044, 2.5518524390000001, 6.7940136889999998, 
    5.9298764359999998, 4.1658931470000002, 2.4760526409999999, 
    2.5519520619999998, 5.8516615180000002, 2.790968221, 5.5494221909999997, 
    6.4252784759999999, 6.0669588020000003, 8.1636278620000002, 
    4.2164631210000003, 3.7546959360000001, 3.9561085239999998, 
    3.8839465369999999, 7.2623515889999997, 5.321143212, 5.9143170649999997, 
    8.9071118229999993, 7.1253886519999998, 4.0452915379999999, 
    5.6770119689999996, 5.6791274730000003, 7.989253583, 5.4168454659999998, 
    5.3370019800000001, 4.0566303670000003, NA, 2.5199577409999998, 
    4.2594604929999997, 2.037304244, 3.8693577989999999, 8.0547198509999998, 
    6.0606749610000001, 8.2431125129999998, 5.5762895840000004, 
    4.3487754670000003, 4.4342377930000003, NA, 7.9170268090000002, 
    6.1194040049999998, 5.9112657039999998, 4.7708055490000003, 
    7.3003819779999999, 4.7979510489999999, 5.9042668310000002, 
    4.5208598240000004, 6.5205329570000004, 5.71103308, 4.3655390949999999, 
    NA, 6.4511669679999999, 4.1750897370000004, 4.3756834749999998, 
    NA, NA, 6.4885287839999997, 8.2549994709999996, 5.2650897959999998, 
    2.7940472509999998, 4.9917605749999998, 5.7869536359999998, 
    3.9802346769999999, 7.1835388069999997, 3.8538576939999998, 
    6.3706093629999998, 4.6283565749999998, 5.2964926449999998, 
    5.5850279890000003, 6.1558218450000002, 5.506665098, 4.1207258610000004, 
    4.0023029250000004, 6.3615357469999996, 3.706467693, 8.2669800529999993, 
    8.7944199330000004, 4.5476803239999999, 3.3116750229999998, 
    3.8524284510000002, 8.6125657380000007, 5.9462403269999999, 
    3.6740004919999998, 5.1300459570000001, 4.2231086549999999, 
    3.6679822130000002, 4.9087012689999998, 4.2361773930000002, 
    6.3233432179999998, 6.7844171129999999, 6.3488877070000003, 
    5.5738775609999998, 5.2552184999999998, 6.5510926999999999, 
    5.3337871239999997, 3.8565432720000001, 4.9537798989999997, 
    NA, 3.8538585219999999, 8.22166423, 5.8134646840000004, 5.9852928099999998, 
    5.8772470959999996, 6.8460126280000004, 5.3366259500000002, 
    NA, 4.2160763159999997, 4.0629020039999997, 8.2320172179999993, 
    8.5638215679999998, 4.0867274440000001, 6.9020387860000003, 
    5.2313192659999999, 5.4134978919999996, 4.9540458750000003, 
    3.7523105110000001, 2.4216646329999998, 4.6598535569999999, 
    6.9814748790000003, 5.3287688160000002, 4.6829501059999998, 
    4.9578639400000002, 5.9580694330000004, 7.9664750790000003, 
    6.9577232970000003, 5.5658363079999997, 2.4573098949999999, 
    5.5624706469999996, 3.277472516, 5.9014990699999998, 3.9437254629999998, 
    5.2558631880000002, 3.8391092570000001, 3.6728840460000001, 
    4.2340374499999998, 5.5583148099999997, 8.0854212679999993, 
    8.0804290139999999, 5.741749521, 6.3924413769999999, 5.3763338129999996, 
    3.2733732820000001, 7.289327128, NA, 6.9431919070000001, 
    4.0038506439999999, 4.2108692999999997, NA, 3.8649727349999998, 
    4.4876210800000003, 6.6805115900000001, 5.064090706, 5.8480349379999996, 
    4.8914020999999996, 4.2523733159999999, 2.7765963760000001, 
    4.6149875250000001, 3.5180512940000002, 8.1559661259999992, 
    6.0175293019999998, 1.9831529910000001, 2.7604818469999999, 
    6.7973764299999999, 6.1317405569999996, 4.280610813, 2.8687450320000001, 
    3.0911214970000001, 5.8805235700000003, 2.6462727510000001, 
    5.6550923099999997, 6.5314520199999997, 6.0439730479999998, 
    8.6652602210000005, 4.2245773949999998, 3.7487845310000001, 
    4.5621487619999996, 3.84095926, 7.2929007190000004, 5.3419194640000001, 
    5.5530441379999997, 8.8489526650000006, 7.2950047900000001, 
    3.8268789320000001, 5.6519549299999996, 5.7128362990000001, 
    7.9700105959999998, 5.4847600209999996, 5.5116632980000002, 
    3.8524887049999998, NA, 2.553705844, 4.270740172, 2.010113005, 
    4.0677882670000001, 8.1814534739999996, 6.2205311969999997, 
    8.3322414939999998, 5.4478896690000003, 4.2473773990000003, 
    4.3866240799999998, NA, 7.7939642779999998, 6.0437256589999997, 
    5.9475120969999997, 4.6969145409999999, 7.3874890549999996, 
    4.7932475620000004, 5.5570040540000001, 4.0519636930000003, 
    6.3810077950000004, 5.650040969, 4.3111727149999997, NA, 
    6.4010809599999998, 4.1633006549999996, 4.3176952850000001, 
    NA, NA, 6.4477946189999997, 8.2913046270000006, 5.1305698959999999, 
    2.883140912, 5.2675187140000004, 5.7205540140000002, 3.872650803, 
    7.5170529970000004, 3.7185426540000002, 6.2054081520000004, 
    4.5723291699999997, 5.2722451350000004, 5.4566295059999996, 
    6.3479650400000001, 5.4563124390000004, 4.1523948080000004, 
    3.0722222220000002, 6.6757363620000003, 3.4221810459999999, 
    8.0978770149999999, 8.6914397880000003, 4.2987510159999998, 
    3.4716496910000001, 3.8049399890000002, 8.654418669, 6.0119266800000002, 
    3.7128064859999999, 4.9702080630000003, 4.5336492469999996, 
    3.6278689549999998, 5.1000365580000002, 3.9895688680000001, 
    6.2118292439999996, 6.6902044649999999, 6.083560319, 5.7228017580000001, 
    5.1712220159999998, 6.4868829269999999, 5.4170783509999998, 
    3.8577578159999999, 4.920321511, NA, 3.6390774970000002, 
    8.2281666330000007, 5.7809440160000003, 5.9746704629999998, 
    5.6987631439999999, 6.7636646770000004, 5.25125829, NA, 4.2888609889999998, 
    4.2501489379999997, 8.3768613310000006, 8.5455707580000002, 
    4.0162968399999999, 6.8855942639999999, 5.1902776340000001, 
    5.416381704, 5.153554959, 3.1324387520000001, 2.3345241360000002, 
    4.505471011, 5.5587649099999998, 5.0572823700000002, 4.9570592549999999, 
    4.6150718790000003, 5.7689509450000003, 7.9711473750000001, 
    7.1430953370000001, 5.8868726789999997, 2.4769752980000002, 
    5.7819390259999999, 3.4134053139999998, 5.6978784779999998, 
    3.826300201, 5.543880229, 4.1658853840000001, 3.6227921680000001, 
    4.2579371720000001, 5.5475149259999998, 8.1087728549999998, 
    8.2376644290000005, 5.7081633350000001, 6.8058540030000003, 
    5.1956792079999996, 3.2668706319999998, 7.059078628, NA, 
    6.9128451569999996, 5.0580277750000002, 4.395820241, NA, 
    3.4787665159999999, 4.3579601500000003, 6.5813409570000001, 
    5.0080581669999997, NA, 4.9042510970000004, 4.3412954749999999, 
    2.897703339, NA, 3.4908424550000001, 8.1015702049999998, 
    NA, 1.7326541390000001, 2.6514812139999999, 6.8846413970000002, 
    6.2881451659999996, 4.199933691, 2.2415244209999998, 3.7873458680000001, 
    6.0239107589999996, 2.7599026430000002, 5.6758820209999996, 
    6.5941329050000004, 6.212955054, 8.5246758039999992, 4.3650052730000004, 
    3.7328436740000002, 4.7272735729999997, 4.0094941449999997, 
    7.2595970010000004, 5.3682177449999999, 5.5530441379999997, 
    8.7536117729999994, 7.3361522030000001, 3.8268789320000001, 
    NA, 5.5541247159999996, 8.2149233709999994, 5.3526268100000003, 
    5.5494770190000002, 3.910778299, NA, 2.9474351429999999, 
    4.3555885959999996, 2.3983174620000001, 3.8996424159999998, 
    8.3574442330000007, 6.2672314150000004, 8.4500956729999999, 
    5.6744194070000002, 4.4173840110000002, 4.3450644939999998, 
    NA, 7.9132345940000004, 5.8934926799999996, 5.8202399260000002, 
    4.6986450270000004, 7.3543603160000002, 4.9612907780000004, 
    5.6322859430000003, 3.8906230939999999, 6.3863535999999996, 
    5.7191431540000002, 4.4588170659999999, NA, 6.3736067639999998, 
    NA, 4.4298260840000001, NA, NA, 6.4391568130000003, 8.3145083440000001, 
    5.1788725549999999, 3.058636334, 5.4334587619999999, 5.327259454, 
    3.9414804920000002, 7.6121344999999998, 3.6875446190000001, 
    6.234073113, 4.5311640969999996, 5.3485927880000004, 5.4186197519999997, 
    6.2905007619999997, 5.477703161, 4.1768981829999996, 3.0722222220000002, 
    7.0614699869999997, 3.287601955, 7.9998393529999996, 8.6526918560000006, 
    4.1909451740000003, 3.7297830240000001, 3.7142443030000001, 
    8.7620846209999996, 6.0576461589999999, 3.425599906, 4.9374271250000001, 
    4.5143899870000004, 3.513712076, 5.0892944379999996, 4.1696041370000003, 
    6.1617165949999997, 6.8059719320000003, NA, 6.018657889, 
    5.3156989719999999, 6.531012413, NA, 3.9459690260000002, 
    4.7603310280000004, NA, 3.5969142500000002, 8.2392098439999994, 
    5.9502743889999996, 6.2123389979999999, 5.4401788939999998, 
    6.670849681, 5.125567577, NA, NA, NA, 8.4073100360000002, 
    8.5059430500000008, 3.9871682650000002, 6.7615063959999997, 
    NA, 5.4584970879999997, 5.4353721579999998, NA, 2.3527999980000001, 
    4.7693335230000002, 6.1249883460000003, 5.2695330990000002, 
    4.7667658319999999, 4.6228709649999997, 5.8330734729999998, 
    7.9796513469999999, 7.1883735260000003, 5.7677487080000001, 
    2.4957251450000002, 5.8744091330000003, NA, 5.8009738610000001, 
    3.7092292019999999, 5.312341118, 4.060308332, 3.3421531849999999, 
    4.2865015040000003, 5.6038082100000004, 8.1771729650000005, 
    8.3756550240000003, 6.1548063510000004, 6.9420702199999997, 
    5.2390737529999996, 2.8510939130000001, 7.0561912749999998, 
    NA, 7.1410064090000001, 5.2493630329999998, 4.7330213270000003, 
    NA, 3.4050960849999998, 3.97618407, 6.6937379720000001, 4.998883835, 
    NA, 4.9778645969999999, 4.6148219389999996, 2.9523448210000001, 
    NA, 2.9636711459999998, 8.2417891399999998, NA, 2.0519775999999998, 
    2.2044658859999999, 6.3462506149999998, 6.4531047570000002, 
    4.3021859830000002, 1.4296545460000001, 2.5582268300000002, 
    6.2608040020000004, 2.5022683030000001, 5.7166749960000001, 
    6.7276719780000001, 6.2886220489999998, 8.7856973949999997, 
    4.3708233459999999, 3.7325295199999999, 5.028759355, 4.3027098070000003, 
    7.3284801780000004, 5.1714080530000004, 5.9916227590000002, 
    8.7985861140000008, 7.3428989329999999, 3.7731197220000001, 
    NA, 5.5795334729999997, 8.2000297169999996, 5.3426937990000001, 
    6.0319650400000002, 4.2289992749999996, NA, 2.9367137410000002, 
    4.1099508949999999, 2.5497562579999999, 3.9974809229999999, 
    8.2752954079999999, 6.2962488739999998, 8.5649839249999999, 
    6.0498778299999998, 3.9420158029999999, 4.7570307669999998, 
    NA, 7.8900965080000001, 5.839525858, 5.7022950510000001, 
    4.9990944449999999, 7.4502104779999998, 5.4268237580000003, 
    5.8687108910000001, 4.1561547179999998, 6.7568503209999999, 
    5.6708883029999999, 4.540720673, NA, 6.5553493080000003, 
    NA, 4.3016214750000001, NA, NA, 6.5307617279999999, 8.4669012559999999, 
    5.2052725620000002, 2.966680212, 5.4995378959999996, 5.4577161500000004, 
    3.6614025990000001, 7.6769061079999998, 3.2136014290000001, 
    6.278381156, 4.853162448, 6.1443407639999998, 5.5333565819999997, 
    6.1201734700000001, 5.3758340410000001, 4.0495874389999997, 
    3.0722222220000002, 7.0690136490000004, 3.432290284, 8.1012688560000008, 
    8.8106745370000006, 4.3100005709999998, 2.6861077290000002, 
    3.916255456, 8.8243148999999992, 6.059486648, 3.4900775519999998, 
    5.1752585130000002, 4.708020372, 3.3834878659999998, 5.0817957690000002, 
    4.401683523, 5.7277529249999999, 6.9174384169999996, NA, 
    6.0213880089999998, 5.5417262559999996, 5.4600563180000004, 
    NA, 3.787447668, 4.8674829390000003, NA, 3.3494273269999999, 
    8.5046877690000002, 6.1362319349999996, 6.0716320430000001, 
    5.4785726930000003, 6.6827227440000003, 4.9198459249999997, 
    NA, NA, NA, 8.4102136569999999, 8.5046007629999991, 4.4322353840000002, 
    6.6859384549999996, NA, 5.6129951169999996, 5.8591932529999999, 
    NA, 2.235589746, 4.6144656829999997, 5.7817506139999999, 
    5.4906649239999998, 4.1598865509999996, 5.0898886799999996, 
    6.0231552800000001, 7.8072817370000003, 7.4092114709999999, 
    5.6238900960000002, 2.705464235, 6.0737166079999998, NA, 
    5.8109784619999996, 3.8066707700000002), ef_money_growth = c(8.9864542870000008, 
    6.9559621979999999, 9.3856794820000005, 5.2332643990000003, 
    9.0782639249999999, 8.5648375839999993, 8.0338685739999995, 
    9.2403976740000004, 8.6541006459999998, 9.9615957690000005, 
    9.4891233709999998, 6.434800471, 8.6984232410000004, 8.0948965289999997, 
    9.4126449740000009, 9.4389725769999995, 8.673922932, 9.9696443640000005, 
    8.8067687869999993, 8.7532109859999991, 9.1039447259999999, 
    9.4989328549999996, 8.4626079430000001, 9.9025448980000004, 
    8.4011817979999996, 8.1974966970000001, 9.5867989710000003, 
    8.9926247959999994, 8.4851538249999994, 8.6483410260000007, 
    9.2113574640000007, 8.7135679629999991, 9.9817507239999994, 
    9.0648920390000001, 8.7839985780000003, 7.7625448749999997, 
    9.5091109140000007, 9.0930159360000005, 7.1206346649999999, 
    8.7360251049999995, 7.9019093299999996, 9.8478077220000007, 
    8.9611712420000007, 9.3607123590000008, 6.3426172129999996, 
    9.5243364800000005, 7.8252009679999999, 9.0191016889999993, 
    7.3335707899999996, 7.8366248269999996, 8.1341012460000002, 
    8.449105994, 9.0458487069999993, 8.3423210020000003, 8.1441764669999994, 
    7.115380998, 7.6390926070000003, 9.2603775109999997, 9.4169526030000004, 
    6.7349185199999999, 9.7944098480000008, 7.921583117, 8.4796897970000007, 
    9.1455941299999992, 9.3414766690000004, 9.2248120900000004, 
    9.7780430799999998, 9.8780617339999992, 8.8093277150000002, 
    6.3049003629999998, 7.8254517889999997, 8.2351979350000004, 
    7.959195877, 5.3965784809999997, 8.6392887070000004, 9.3515005599999999, 
    8.9347686349999993, 8.9072833800000009, 8.9091394869999991, 
    9.3572624970000007, 8.6401669000000005, 6.1021899570000002, 
    7.8456555579999998, 9.9853861510000002, 9.3044400550000006, 
    9.6784806400000001, 7.0011572800000001, 7.9607753130000001, 
    7.9698557560000003, 8.55025206, 8.2860465960000003, 7.616662024, 
    4.0722381409999997, 9.9366402960000002, 8.1561978970000002, 
    9.2839091039999992, 8.9328614999999996, 8.4934179049999994, 
    9.0429365819999994, 9.3922700649999999, 8.8152651710000001, 
    9.6673454759999995, 7.3742608629999999, 7.8486829519999999, 
    7.6636951270000004, 8.0957996770000005, 8.292201446, 8.8327399080000006, 
    8.0949511150000006, 8.7825808639999998, 8.9616003039999992, 
    9.6149397329999999, 9.4782381890000007, 8.1871061350000005, 
    9.6687027650000008, 9.2078152660000008, 9.0424550200000002, 
    9.9053259340000004, 8.6053105920000004, 9.0839638770000004, 
    7.9262905049999999, 9.7456609269999994, 8.2035009159999994, 
    8.6264694249999998, 9.2517923750000008, 9.6943643099999992, 
    9.3335971430000004, 8.508403908, 7.732406514, 7.8151507149999997, 
    9.7117281220000002, 8.2576616440000006, 8.2091714620000005, 
    8.8936843860000003, 8.1649895150000003, 8.0392732020000004, 
    7.2681921540000003, 9.4677123450000007, 7.9814103809999999, 
    7.7263198810000002, 9.9215611389999996, 9.4783064810000006, 
    9.4907993099999999, 8.2080291289999998, 9.9239247939999995, 
    9.8355972779999998, 7.4643978180000001, 9.3552891549999995, 
    9.7185567089999996, 9.3434961219999995, 7.9665411219999998, 
    9.3477108779999991, 7.6094856240000004, 9.2153738169999997, 
    9.76575551, 9.7446426000000006, 8.2305701229999997, 2.7684042600000001, 
    8.2521614280000009, 9.9067499160000008, 8.0671935149999996, 
    9.3695223720000005, 9.2925499659999993, 7.0254696279999997, 
    9.0520592729999994, 5.1793179250000003, 9.5358950399999998, 
    8.8230983819999995, 8.7593146040000001, 9.7008898630000004, 
    8.6858710830000003, 9.9615957690000005, 9.8268596969999997, 
    7.8511230059999999, NA, 8.9971553019999995, 8.2233531880000008, 
    8.9600456269999995, 9.9095819590000005, 8.5023507990000002, 
    9.3417062590000004, 8.0642176299999999, 9.0595658550000007, 
    9.6866710200000004, 8.3044716730000001, 8.9944126789999999, 
    8.8681929139999998, 7.7694219980000003, 9.3517487139999993, 
    9.0994470510000003, 9.2925172170000003, 8.5552328039999992, 
    8.8553732360000001, 8.7452858560000006, 9.6684585260000002, 
    8.9574537759999995, 9.2957140819999999, 9.8934043949999992, 
    9.410246699, 8.9090339370000002, 7.6283205179999998, 9.7471041130000007, 
    8.8515186509999992, 8.7901152969999998, 9.1908520399999993, 
    9.3607123590000008, 7.6934584829999997, 9.4135474440000007, 
    8.5062097550000004, 8.7938168369999996, 6.9901571259999997, 
    8.7404631090000002, 9.2457535970000002, 9.5800327660000004, 
    8.8922373619999995, 8.3067160379999994, 8.8491487899999992, 
    6.7928616110000002, 9.2975576600000007, 9.4225065459999993, 
    9.9830023259999994, 8.0675175960000001, 9.8593274050000002, 
    8.4446524309999997, 9.2341361959999997, 8.9741801960000007, 
    8.2626557619999996, 9.6130308089999996, 9.7780430799999998, 
    9.3999688270000004, NA, 6.3049003629999998, 8.9664155169999997, 
    8.5377256040000002, 9.1407852989999991, 5.8796479560000003, 
    9.3767039860000008, 9.4647030369999996, 9.5440349090000005, 
    8.7874961010000003, 9.0647416140000008, 8.8056977990000007, 
    9.1000232130000001, 6.1021899570000002, 8.7499727230000008, 
    9.8616798150000005, 8.6587807689999998, 9.409295599, 7.4663122030000002, 
    8.6966916730000001, 8.5511206069999997, 8.9959690489999993, 
    9.1254984700000001, 7.616662024, 9.4174800600000008, 9.2152066290000008, 
    8.9528890870000009, 9.2839091039999992, 9.0936308310000005, 
    8.7487328699999996, 8.9059000140000002, 9.3202346170000006, 
    9.1457184859999998, 9.9496856460000007, 7.5460016220000004, 
    7.780655994, 8.9885461919999994, 8.0244237569999992, 9.3369061749999993, 
    8.8596694399999993, 7.3418259319999999, 8.0578569719999997, 
    9.1920742539999996, 9.7640422010000005, 8.6307322410000005, 
    8.2909383220000006, 9.725460043, 9.5940211239999993, 8.8448631520000003, 
    9.5076710379999998, 8.7722013390000004, 9.2070207849999992, 
    9.2173437279999995, 9.3385192650000004, 8.7044670810000007, 
    8.8120803060000004, 9.0382285590000002, 9.043082171, 8.9053037970000002, 
    7.9804215440000004, 8.5289741229999994, 8.0438994529999999, 
    9.8383839240000004, 9.3392415399999997, 9.2952054430000004, 
    8.7868191469999992, 9.3677406960000003, 9.0667834579999997, 
    NA, 9.6150584699999992, 8.5734618680000008, 9.0308654140000009, 
    9.6178030190000001, 9.4783064810000006, 9.4907993099999999, 
    9.7107416989999997, 9.3853065069999992, 9.6037317990000002, 
    8.2536259960000002, 9.4709678749999995, 8.0938695309999993, 
    9.5385616950000003, 8.286272189, 9.0526637189999999, 8.0638838199999991, 
    8.395136763, 9.6965750009999994, 9.2012987749999997, 8.3774452949999993, 
    2.7684042600000001, 8.1243878580000004, 9.9067499160000008, 
    8.0859870459999996, 9.3695223720000005, 9.4173927089999996, 
    7.9192649680000002, 8.4688554860000007, 6.1601179630000003, 
    9.5266314770000005, 8.5265806850000008, 8.8812942239999995, 
    9.040046834, 8.4695095630000008, 9.6673862049999997, 9.9081194040000007, 
    9.5309493080000003, NA, 9.2143000700000002, 7.8792285089999998, 
    8.932620622, 9.6901128239999998, 8.0293175580000007, 9.6202299969999991, 
    9.2024791659999998, 9.5961652429999997, 9.4801994619999999, 
    8.1323579030000008, 9.0182220019999999, 9.1265210109999995, 
    8.1597422630000001, 9.1453686679999997, 9.1304400529999992, 
    9.9306059320000006, 8.3482144920000003, 8.1481046910000003, 
    8.7259932760000005, 9.4176686709999995, 9.0105604610000007, 
    9.1612940260000002, 8.1968482159999994, 9.2120119440000003, 
    8.8565049150000004, 7.601546946, 9.8290125449999994, 8.9483339429999997, 
    9.4821173020000007, 9.5490029560000007, 8.9687608500000007, 
    7.8826374440000002, 9.9512965819999994, 6.9465586010000004, 
    8.657017347, 5.9131489139999998, 8.8136490389999995, 9.2265558520000006, 
    9.2036912169999994, 8.9345803289999992, 8.7935918179999994, 
    8.8621819570000007, 6.3180411999999997, 9.8401493299999991, 
    9.5091685619999993, 9.6329055490000002, 7.3312464080000002, 
    8.8837191040000008, 9.1413504719999992, 9.2330006059999992, 
    8.9886987600000001, 8.0767178200000007, 9.9990307349999998, 
    9.9574879210000002, 9.0793565869999995, NA, 6.1616595790000002, 
    9.1337111810000007, 8.6845508640000002, 9.431155682, 6.140405962, 
    9.3045899300000006, 9.3006424200000009, 9.9534989540000005, 
    8.9032329059999995, 9.0105744699999999, 8.5698396359999993, 
    9.1295646240000004, 6.1021899570000002, 8.4370223689999992, 
    9.8063172089999995, 8.3909131430000006, 9.7870553050000009, 
    7.2106745209999996, 8.4258434579999992, 8.7638167990000007, 
    8.9918476950000006, 8.8940928340000003, 7.0698893610000004, 
    8.990542714, 8.8617970249999996, 8.7760682899999995, 8.4748413570000007, 
    9.3244942999999996, 8.639544763, 8.3760887509999993, 9.3979106950000002, 
    9.654878128, 9.9045018860000003, 8.3365267850000002, 8.0697115299999993, 
    8.7218737110000006, 8.5352760120000006, 9.4861030080000006, 
    8.8494749400000003, 8.0720139700000004, 8.0403045340000006, 
    9.7704740189999999, 9.9493401959999996, 8.982146384, 8.3973018059999998, 
    9.8472586110000009, 8.8345787829999995, 9.1205952569999997, 
    9.0854491429999999, 8.715256128, 9.3510999510000001, 9.6869790420000008, 
    9.6372397089999993, 8.9322019790000002, 9.0415515420000006, 
    9.1621039999999994, 8.4832468579999993, 9.4042951689999992, 
    7.6499030530000001, 8.0571165950000001, 8.5365332209999991, 
    9.4417686500000002, 9.525575559, 9.4427726340000007, 8.9349630149999992, 
    9.6157103090000007, 9.4930879410000006, NA, 9.7656745829999991, 
    8.9450065179999996, 9.2575583940000001, 9.1786807489999998, 
    9.4783064810000006, 9.6150523759999995, 9.6726228249999995, 
    8.9104805299999992, 9.4833244360000002, 7.7885473120000004, 
    9.5087815960000004, 8.3668024130000003, 9.090226693, 8.3984977660000002, 
    9.2371538819999994, 8.1792930740000003, 8.1809171630000002, 
    9.5110582850000007, 8.0564153249999997, 8.6590813190000002, 
    2.7684042600000001, 8.3652483330000003, 9.9067499160000008, 
    8.8178963069999998, 8.3149504679999993, 9.6652608729999994, 
    8.9158427850000006, 8.9970993959999994, 6.3280514920000002, 
    9.4113895309999993, 8.5702969309999997, 9.1186031659999998, 
    8.4967068749999992, 9.0859125840000008, 9.8706298730000004, 
    8.8533603920000008, 9.3368981939999998, NA, 9.5132219899999999, 
    8.6080531320000002, 9.3218010719999995, 9.6747988399999993, 
    7.3848075949999998, 9.7710359469999997, 8.3554928149999999, 
    9.2276653769999992, 8.8036809060000003, 8.7644951839999994, 
    8.9978972820000003, 8.8213905310000005, 8.8976672289999996, 
    9.3567187660000002, 8.9297300110000002, 9.8721810189999992, 
    8.4010007180000006, 8.1573632919999994, 8.5631357799999996, 
    9.9832442710000002, 8.7161535140000002, 7.6772741790000003, 
    7.3052915799999996, 9.2657523360000003, 8.6238614009999992, 
    7.8979317729999998, 9.8198038150000002, 8.9266479200000006, 
    9.7811371549999997, 9.5894970330000007, 8.421304353, 8.0813327420000007, 
    9.3127484710000008, 6.3187493730000002, 7.6259261629999999, 
    5.4763220400000003, 8.9898362180000007, 9.3430629060000001, 
    8.0571526930000008, 9.1748466729999993, 7.9102865189999996, 
    8.9073505780000009, 6.4186423719999999, 9.0618428160000004, 
    9.3468219640000001, 7.4822935460000002, 7.8954273700000002, 
    8.4418234999999999, 7.9500426449999999, 9.696073857, 9.1240885079999998, 
    8.5535116280000008, 9.4870626940000005, 9.7063630960000005, 
    8.642467559, NA, 8.0611452709999991, 9.7638078050000008, 
    9.3105301540000003, 9.8385248440000002, 7.7026613470000003, 
    9.4395392840000003, 9.4410816400000002, 9.8620843439999994, 
    8.2879741930000002, 9.2302428980000002, 8.4486269239999991, 
    7.7567104159999998, 6.1021899570000002, 7.9534784360000002, 
    9.4103468469999996, 9.0265028810000008, 8.7202330369999999, 
    7.7493815740000001, 7.9537990140000003, 8.0364511939999996, 
    9.4197399510000004, 8.9638851370000001, 7.381478285, 8.7997338280000008, 
    8.4565552690000008, 8.5719069500000007, 8.2399786069999994, 
    9.8062912870000005, 8.6008229729999996, 7.8880474630000004, 
    6.6756785680000004, 9.7020183339999999, 9.8709724689999998, 
    8.4833821829999998, 7.583824957, 8.3902055299999994, 8.7375809740000001, 
    9.4410577169999996, 9.0952061559999997, 7.8656115130000002, 
    8.0553610090000003, 9.0238881549999999, 9.8024521169999996, 
    8.9652398449999993, 8.2560966350000005, 9.3506465730000006, 
    8.2970330190000006, 8.9035851190000006, 8.6233251010000007, 
    8.7656723650000004, 9.0977776850000005, 9.9087892689999997, 
    9.3818486209999996, 9.595663171, 7.9257745780000004, 8.8243214519999995, 
    8.6786109479999993, 9.2055603060000006, 8.5263548569999994, 
    8.7980923600000001, 8.4624748410000006, 8.8630475900000008, 
    9.6925937480000002, 9.4263678160000008, 8.8296717900000008, 
    9.9099599460000007, 9.7116670349999996, NA, 9.8001537669999994, 
    8.4698627809999998, 9.3880214310000003, 8.9089409909999997, 
    9.4783064810000006, 9.4959502540000003, 9.8278661560000007, 
    8.2828029230000002, 9.1611366220000008, 9.2403973320000006, 
    9.270157845, 8.6796159900000003, 9.0345739849999998, 8.1430227560000006, 
    8.5195650030000003, 8.3585259700000005, 8.6966032789999996, 
    9.6572110779999996, 8.176687781, 8.1384091279999993, 2.7684042600000001, 
    8.8257933180000006, 9.6890737869999999, 7.9488628889999999, 
    7.2922727739999997, 9.4321276730000001, 9.1696561279999997, 
    8.8429968760000008, 6.8168296269999997, 9.665126098, 9.0210084899999998, 
    8.8966786819999992, 9.1873441289999995, 9.3335530660000003, 
    9.6272619339999999, 8.5365833070000008, 8.9780464860000002, 
    NA, 9.3149099270000004, 8.701026079, 9.9233399149999997, 
    8.4460339179999995, 8.5315122750000008, 9.7947257019999991, 
    9.4842431089999994, 9.0052074260000001, 9.1071373550000008, 
    9.9250104209999996, 8.4023423210000008, 8.6697365410000007, 
    9.38422014, 9.5480767390000008, 8.7906770109999997, 8.9589214869999996, 
    8.8712409880000003, 8.9980475460000005, 8.3303992359999999, 
    9.14817298, 9.1051985880000004, 7.3922641249999996, 6.9791294280000002, 
    9.4321421619999999, 8.322050355, 9.7453901970000008, 9.3535003490000008, 
    9.1035258219999999, 9.6252688210000006, 9.4225651129999992, 
    8.6736898549999992, 8.6592574950000003, 8.8532239710000002, 
    7.2245746009999996, 7.856947452, 8.0521256179999998, 8.8047860149999995, 
    9.3255910229999994, 8.7194909789999997, 9.8524536190000003, 
    9.0493828809999997, 8.5207175740000007, 6.4888813570000003, 
    9.1963651189999993, 9.2723259720000009, 6.0624726569999998, 
    8.3526758240000003, 8.2964707440000005, 7.5669419529999997, 
    9.6861594520000001, 8.2755287989999999, 9.4709045960000005, 
    9.3929930909999992, 9.4184575919999993, 8.5452128320000007, 
    9.4469625799999992, NA, 9.7317718299999996, 8.600212118, 
    9.6277759389999993, 8.4152647120000008, 9.6467014720000002, 
    9.8486981520000008, 8.111536482, 8.7777004670000007, 9.0859091890000006, 
    8.8822673969999997, 7.5419705820000003, NA, 9.0492218139999991, 
    9.3227829890000002, 8.8438546050000006, NA, 7.9214769260000004, 
    8.7250651769999994, 8.4743999530000007, 9.4465079480000007, 
    8.9659597790000003, 7.8698574289999996, 8.8737289209999997, 
    8.1540769760000007, 8.5600512589999997, 8.2149782600000005, 
    9.4844636389999994, 8.7072545120000004, 8.2774763060000005, 
    6.8416916939999997, 9.4323133410000004, 9.8173982540000004, 
    7.5786420940000001, 7.6144679159999997, 9.2037921259999997, 
    8.7433616470000004, 9.0174317659999996, 9.4968645919999997, 
    7.707426957, 7.5282374729999999, 9.4194537090000008, 9.9766995850000004, 
    8.7905933590000007, 8.3297461720000001, 9.4108799530000002, 
    8.0425135720000007, 8.4396511969999999, 8.8430625599999999, 
    9.1874044769999994, 9.3105078700000004, 9.7692667909999997, 
    8.4145280889999992, 9.1941385269999998, 8.1290297470000006, 
    9.1688735979999993, 8.3956230240000007, 9.3634925029999998, 
    8.9809845700000004, 9.6358237399999993, 7.9854638390000003, 
    8.4319602170000003, 9.8197492959999995, 9.2793509420000007, 
    9.2611565250000005, 9.9519804829999998, 9.1378840070000003, 
    NA, 9.940449976, 9.0030110329999999, 9.4304250379999992, 
    8.1023216359999992, 9.4783064810000006, 8.8161073450000007, 
    9.2051791519999995, 8.0898488519999994, 8.8781710769999993, 
    9.1090809610000001, 8.6931348679999996, 7.3641621500000003, 
    8.7233307280000005, 8.1621739479999995, 8.2440638550000003, 
    8.9062575850000005, 9.4571158929999992, 9.8374702920000008, 
    7.9542126719999997, 9.0289060390000007, 4.1560898740000001, 
    8.4080010260000009, 9.8319154100000006, 8.3503262179999993, 
    6.8293262720000003, 9.9815334589999996, 8.7699942160000006, 
    5.7562644330000001, 8.6076403710000005, 9.4205578820000007, 
    9.0853560360000003, 9.2587389919999996, 8.7828260460000003, 
    9.7594692139999992, 8.8645300529999993, 8.4848209600000004, 
    9.5142632099999993, NA, 9.5139341910000006, 9.6657731519999999, 
    9.0441841499999995, 8.7739294500000007, 8.4359096220000005, 
    9.4456666219999992, 9.4921233419999993, 9.761451697, 9.4360813700000001, 
    9.4610541710000007, 8.6848707899999997, 7.8660117239999998, 
    9.7145709199999999, 8.7648071640000005, 8.4902275239999998, 
    8.7644978909999995, 7.9872993780000003, 9.1792160260000006, 
    8.3444720980000007, 9.0928089500000002, 9.0356813089999992, 
    6.7967782940000001, 6.2715874539999996, 9.5398200319999997, 
    8.2300413809999995, 9.3081219379999993, 9.4717003470000005, 
    9.1432574859999995, 9.9725487170000005, 9.9414507099999998, 
    8.1736582089999992, 8.6549532740000004, 8.7958003920000003, 
    8.4122865880000006, 3.6998943139999998, 9.1621175380000004, 
    9.0620047160000006, 9.2907245389999993, 8.0908233599999999, 
    9.6937623310000003, 9.8884852920000004, 8.8706282890000008, 
    6.1349663559999996, 9.4770466970000005, 9.3098519700000004, 
    3.9545458349999998, 6.6152342759999998, 8.4285600859999992, 
    7.0975023689999999, 9.4550389829999997, 8.5316206040000004, 
    9.6616574600000007, 9.2159541380000007, 9.2952097879999993, 
    9.1448407080000003, 9.5071354780000004, NA, 9.7624340079999996, 
    7.8081590399999996, 9.5606171520000007, 8.0367581369999996, 
    9.8529054980000002, 9.2152896000000002, 6.9535257939999999, 
    8.1984206929999992, 9.1068095840000005, 9.4860903840000006, 
    8.2803202230000004, NA, 9.9501180219999998, 9.2581823619999994, 
    9.0581549989999992, NA, 5.3507549819999998, 9.8334644000000004, 
    9.0490505579999994, 9.0517368579999999, 8.9019922870000006, 
    6.7509028459999998, 9.1330113419999996, 8.6798387940000001, 
    8.7415559799999993, 7.9190293079999998, 9.3099198150000007, 
    8.5431339160000004, 8.7814378079999997, 6.5688673169999996, 
    7.9589242799999997, 9.7122323050000006, 8.0718094069999999, 
    7.9443754059999998, 7.9217986739999997, 8.3918552940000009, 
    9.0490533600000003, 9.7200607639999994, 7.8754990620000003, 
    8.3665174199999992, 8.1148582470000008, 9.8579910749999993, 
    9.1882451619999994, 9.2529739919999994, 8.8268506640000002, 
    8.0866790149999996, 8.6519902949999992, 9.2512006759999998, 
    8.8591955430000002, 9.319281535, 9.9585297990000008, 9.0191895659999997, 
    9.539593473, 8.4036537609999993, 9.4575954769999999, 8.9518791919999998, 
    9.7994194100000005, 9.546468484, 7.7516794889999998, 7.6007842720000003, 
    7.9954649419999999, 9.5126686950000003, 9.4013126860000007, 
    9.5824153620000008, 9.8930316670000007, 9.0575702590000002, 
    NA, 9.7191605689999996, 9.2510264610000004, 9.5257836559999998, 
    7.7420951679999996, 9.4783064810000006, 9.1094044420000007, 
    7.6685354099999996, 7.7397558379999998, 9.2559671479999999, 
    8.7915285149999995, 8.041372891, 8.5623473269999995, 8.495382159, 
    8.2139096929999997, 7.8965961900000003, 8.3511475750000006, 
    9.5556541480000003, 9.392499699, 8.1765453879999992, 8.6210255530000008, 
    5.1150605320000002, 9.3731820280000004, 9.5025488589999991, 
    7.6657865660000004, 7.0921918079999999, 9.8574865599999999, 
    8.3491988520000007, 5.1175627090000004, 7.5327357580000003, 
    9.6359974939999997, 9.1262458130000006, 9.1871422500000008, 
    7.0056535340000003, 9.9327931110000005, 8.5609535149999996, 
    8.0784846899999998, 9.2228299749999998, NA, 9.3494011950000004, 
    9.7977130100000007, 8.7291113379999992, NA, 7.580703035, 
    9.8830813840000005, 8.3710748830000004, 8.5458272340000008, 
    8.863205421, 9.8856870130000001, 8.4082998500000006, 7.4784226629999999, 
    9.4271864670000003, 8.3240324910000005, 9.5450154699999992, 
    9.4659333459999999, 8.6874439320000008, 9.4350209599999992, 
    8.3681087460000008, 8.5725923379999998, 8.9658630160000001, 
    5.5458938050000004, 7.5611527299999999, 8.7549222740000001, 
    7.8132813700000003, 9.6443607670000002, 9.0312687999999994, 
    8.8003347590000001, 9.4835268129999992, 9.2557541959999998, 
    7.4780331369999997, 8.3061176799999998, 8.3946585870000003, 
    9.9801445389999994, 7.4012282000000003, 9.149357298, 9.1099038849999996, 
    9.3536676869999997, 8.8131718780000003, 8.9122141129999992, 
    8.6633107720000009, 8.8628725060000004, 6.1512671839999999, 
    9.9868021129999995, 9.1441616579999998, NA, 7.4008053690000004, 
    8.4421704460000004, 6.4632909160000001, 9.1957670450000002, 
    8.2059646930000003, 9.762874429, 5.7823826670000003, 8.9308506259999998, 
    8.6599177259999998, 9.7965682869999995, NA, 9.2257468869999997, 
    7.1763866719999996, 9.3314322629999999, 8.1822211829999993, 
    9.9332453140000005, 9.4564479640000005, 7.2015060200000001, 
    7.3773428360000004, 9.5710689529999993, 9.0661479689999993, 
    7.1951548589999996, NA, 9.2287583400000006, 9.3475940469999994, 
    8.0753375179999995, NA, NA, 9.756329719, 8.8704887320000001, 
    8.0473862430000001, 8.7978183560000005, 6.366135313, 8.9312587610000005, 
    9.3794509169999998, 8.5888605160000004, 8.3640464120000004, 
    8.8246766169999997, 8.4827900859999996, 8.0554032929999995, 
    4.7398521489999998, 9.9412777380000001, 9.2884927299999998, 
    7.3671994989999998, 7.7135329879999999, 8.2357059770000003, 
    8.3354780989999995, 8.9198102989999999, 9.8370442679999996, 
    6.5469929850000002, 7.8249313840000001, 6.108047472, 9.9341762370000009, 
    7.5749885929999996, 8.9410589189999996, 8.287965518, 7.8250666549999996, 
    7.2565169860000003, 8.4210592609999999, 8.7401845359999992, 
    8.5912320139999991, 9.776788024, 8.9010367840000004, 8.6469390530000005, 
    7.7712053489999997, 8.4677207869999993, 8.8329126680000005, 
    9.4309298619999993, 9.3668618870000007, NA, 7.7324670639999997, 
    7.6450499890000003, 9.9493693800000003, 9.4076457349999991, 
    9.2206462889999994, 9.6548921520000004, 9.1688418899999995, 
    NA, 9.1348312319999998, 9.0996826399999993, 9.1614362620000005, 
    8.0589392909999997, 9.0315030000000007, 9.2695316969999997, 
    9.8232436300000003, 7.5417583270000002, 9.319444463, 7.659571218, 
    8.2926479959999995, 8.2169252000000004, 8.8575094159999992, 
    8.3392836129999992, 7.3298155029999998, 6.9777896349999997, 
    8.2095542740000003, 9.2605686259999995, 9.4621707789999991, 
    7.8984348239999997, 5.9022581540000001, 8.0151217300000006, 
    8.369676664, 7.6882930329999999, 0, 9.2408276709999999, 8.0092972400000004, 
    4.8126148039999999, 7.8019623380000001, 9.4577675350000003, 
    8.9397942480000001, 8.6650189700000002, 7.5829074189999996, 
    9.4671889539999992, 8.0456567949999993, 8.6290426250000003, 
    8.2235274240000003, NA, 8.7341740639999994, 9.1358553350000005, 
    8.3046327669999993, NA, 7.8791072360000003, 9.5875787129999992, 
    8.8252510169999994, 8.265794605, NA, 9.5903865170000007, 
    7.941639747, 7.5607767780000001, NA, 8.2714949969999996, 
    9.6418034309999996, NA, 9.5506231770000003, 9.8882798090000001, 
    8.4394155299999998, 8.6383755939999993, 8.9383879250000007, 
    6.4410510900000002, 8.2785533139999998, 8.4975942670000002, 
    7.7265512340000004, 9.9821623200000005, 8.5539153060000004, 
    8.7043035559999993, 8.8340241590000002, 8.8493808220000005, 
    7.7146904019999996, 8.1342498479999996, 8.4129306039999996, 
    9.5610876410000003, 8.3881086640000007, 9.0286496459999999, 
    8.6368932669999996, 8.9900145420000008, 8.8470660579999993, 
    NA, 9.2983665299999991, 8.4576871730000001, 6.9216758690000004, 
    9.1070011609999995, 8.9303439860000005, NA, 7.4427095210000003, 
    8.5853137989999997, 7.4171712210000003, 9.1171269840000004, 
    7.7504887069999997, 9.4929714690000004, 5.0031660540000003, 
    8.8696043519999996, 8.5727503649999992, 8.5845359089999995, 
    NA, 8.5480122010000006, 6.8589894449999997, 8.642505366, 
    8.6008906080000003, 9.4554976849999992, 9.1549918340000005, 
    7.3700886990000001, 7.7250078029999996, 9.1947561699999998, 
    9.0366300390000003, 7.6222283260000001, NA, 8.7709280580000009, 
    NA, 8.1033110340000007, NA, NA, 9.424709687, 9.2762568729999995, 
    7.6249190430000002, 8.571400143, 6.4988271480000002, 8.6004294760000004, 
    9.2518914710000004, 8.4054904839999995, 8.2100652249999992, 
    8.2859658189999994, 8.2903532539999993, 8.0143334149999994, 
    7.0172762579999999, 9.7290572990000008, 8.9677089060000004, 
    7.623405301, 8.2600320699999994, 8.1168274440000001, 7.771070023, 
    8.6866092619999993, 9.7584838569999999, 7.0902783310000004, 
    8.1486207359999998, 5.9624307569999999, 9.6718215529999991, 
    7.8806519289999999, 8.9416501400000001, 7.95420645, 7.8006170819999996, 
    7.0641784679999997, 8.3806522609999998, 8.4374083679999998, 
    8.4780193789999991, 9.0795757140000006, NA, 8.1497442420000006, 
    8.2801170129999999, 8.6986759439999997, NA, 9.317028187, 
    8.9123358970000002, NA, 8.2152090879999999, 7.4454749150000001, 
    9.6926787510000008, 9.1937550980000005, 9.0123260849999998, 
    8.9838500759999995, 9.1187104639999994, NA, NA, NA, 8.6887816089999994, 
    7.6310439499999996, 8.9963306070000009, 9.2678083880000006, 
    NA, 7.9923806659999999, 8.9682851100000001, NA, 8.0995798850000007, 
    7.8452486840000004, 8.6286200809999993, 8.1808254900000001, 
    7.9720631810000002, 7.2031591419999996, 7.7117916940000004, 
    8.6786727760000009, 8.8555266449999994, 8.0920773859999997, 
    6.6947803840000004, 7.7531301279999996, NA, 8.2851872980000003, 
    0, 8.8801325109999993, 7.5652995629999999, 3.3547639349999998, 
    7.3887563199999997, 8.1396255740000001, 8.7096269490000005, 
    8.9587548990000005, 6.880021138, 8.9906420689999997, 7.7121316630000001, 
    8.0469902829999995, 7.1097381720000001, NA, 8.9393943060000005, 
    9.2929051850000004, 7.1273552249999996, NA, 5.7970618119999999, 
    9.1148701419999991, 8.9291068770000006, 8.3209131050000007, 
    NA, 8.5966127570000008, 9.1262685339999994, 7.3609186270000002, 
    NA, 8.5963406899999999, 9.9034859730000004, NA, 9.5371511770000001, 
    8.6818089290000007, 8.7263052460000008, 9.4185929969999993, 
    8.480810709, 6.3955601949999998, 6.8654545499999999, 7.8000236080000001, 
    7.9866499830000004, 9.0915816940000003, 8.5108446010000005, 
    8.5556035650000002, 8.5782710800000004, 8.8051483489999995, 
    7.2488431320000002, 7.8465010030000002, 8.8140160259999991, 
    9.4446634550000006, 8.151266541, 8.1900687580000007, 9.1144756519999994, 
    8.9079169050000004, 7.4878794260000001, NA, 8.6641500740000001, 
    8.8469782929999994, 7.2635180879999997, 9.3139856620000003, 
    8.6415548229999999, NA, 7.0504775850000003, 8.4760442959999995, 
    7.1972461589999996, 8.6662084660000005, 9.9688240970000006, 
    8.695065735, 4.9246570009999999, 8.7706611989999992, 8.6668700520000002, 
    8.1769628510000008, NA, 9.4742621360000001, 7.6410297500000004, 
    8.7742855609999992, 8.5254249669999993, 9.4526708540000008, 
    8.4390598130000001, 8.4694030540000007, 7.2557213230000004, 
    9.4161194370000008, 8.7472573730000001, 7.0502428369999999, 
    NA, 9.9336302910000001, NA, 7.7703139029999999, NA, NA, 8.0999999999999996, 
    9.1954231069999999, 7.56889156, 8.959439777, 6.1477517940000004, 
    8.9275022780000004, 9.0873692790000007, 8.8838142349999991, 
    8.8337579139999995, 8.5307884450000007, 8.4379395380000002, 
    7.6851384429999996, 6.5951168930000001, 8.907640851, 8.5529530309999995, 
    8.0690188890000005, 8.1621629089999992, 8.7808412600000008, 
    8.1358327859999999, 8.8854430139999998, 9.7256663410000002, 
    7.3861424659999999, 8.7899952599999995, 4.9636962819999999, 
    9.2030999179999995, 7.7146353960000003, 8.2365712880000004, 
    7.8846028109999997, 6.8177690259999997, 7.3446742949999999, 
    8.1295096230000006, 8.6850894519999997, 8.1879504139999995, 
    8.8917091559999992, NA, 5.3005460549999999, 7.6527419879999998, 
    8.8581031479999996, NA, 9.4137975590000007, 8.3279644069999996, 
    NA, 8.1535692179999995, 8.442333047, 9.5590772229999992, 
    9.281533327, 8.3584503780000006, 9.1266211380000009, 9.1415356709999998, 
    NA, NA, NA, 8.6674985459999991, 8.4340424770000002, 8.4185501830000007, 
    9.8108450860000005, NA, 7.1767879560000001, 9.3346815430000003, 
    NA, 8.6011637440000008, 7.4324137119999998, 8.6919148419999992, 
    7.464624283, 7.7719962819999999, 6.0598322800000002, 7.1448401480000001, 
    8.5638581170000005, 9.6726897110000003, 6.715069508, 6.0566183259999997, 
    8.0955727080000006, NA, 7.9408994579999996, 0), ef_money_sd = c(9.4845752720000007, 
    8.3391521270000002, 4.9867419719999999, 5.2240794959999999, 
    9.2634958780000005, 9.5007035260000006, 9.8754505320000003, 
    6.6493502580000001, 8.9755139800000006, 8.2154178370000004, 
    9.5480436149999992, 9.2036520179999997, 0, 9.8089668539999995, 
    9.5454530080000008, 8.8025676799999992, 9.0851219459999992, 
    8.3005565200000007, 9.7071419219999999, 8.2277219079999995, 
    9.5320965569999991, 5.837362927, 9.4544867250000006, 8.6325902429999992, 
    8.0483010109999995, 9.6410297069999995, 9.4744378440000006, 
    9.6102231749999998, 9.2993836240000007, 8.4061917009999991, 
    7.9128607390000001, 9.3692857210000007, 9.5879564520000002, 
    9.3343682589999997, 9.2388259799999997, 5.3733098359999998, 
    9.6106620950000003, 9.7573511419999992, 9.6446599509999995, 
    9.5089188480000004, 9.7728187979999994, 9.6565972070000008, 
    9.2604300770000005, 9.0024637040000002, 9.0188471010000004, 
    9.8299579159999997, 9.5112802609999996, 5.366032594, 9.2262889900000005, 
    9.6767796530000005, 9.8230079650000004, 8.3314859870000006, 
    9.3996972729999992, 8.9758682719999996, 9.8711759949999998, 
    9.27077697, 9.6754670980000004, 9.8592373349999995, 8.9885834829999993, 
    7.6998950900000001, 8.6714840130000006, 8.7095346659999997, 
    9.2394090030000005, 9.6072626470000007, 9.5807957909999999, 
    9.3353153070000001, 9.0092936419999994, 9.5603527330000002, 
    4.996014572, 4.4420808340000004, 9.1958891339999997, 9.4733704830000001, 
    9.8202786209999999, 9.4422773309999997, 9.4826664659999995, 
    9.2783086729999997, 8.1726173559999999, 9.2286932989999997, 
    9.7213905090000008, 4.6498004010000002, 8.8819350589999999, 
    8.5432050929999992, 9.474564075, 8.9554339869999993, 8.3732697629999997, 
    9.5371372539999992, 1.0584356070000001, 9.5815741939999999, 
    9.3319645960000006, 9.0232428000000002, 9.6268665309999992, 
    8.6204835410000005, 9.5224974630000006, 9.2403153029999991, 
    9.8840554370000007, 8.4121201489999997, 9.6222681019999996, 
    9.4971605730000004, 9.1665486979999997, 8.2696788960000003, 
    9.3102259200000006, 9.5263990570000008, 8.476634915, 9.4665550770000007, 
    8.2438284910000004, 9.4044496829999993, 9.7853429110000008, 
    9.2053221690000004, 9.011716839, 9.3187907909999996, 9.0211173739999992, 
    9.0921696389999997, 5.9003396329999998, 8.9363578649999997, 
    9.2677179600000006, 7.5599049850000002, 8.9056438609999997, 
    9.6319654509999992, 9.4385803589999995, 9.6296911200000004, 
    9.5985985019999998, 5.5485857669999996, 9.4699860059999992, 
    9.197752242, 9.2760830359999993, 7.0932627019999996, 9.6289015520000003, 
    9.3052900919999999, 8.4780459439999998, 7.1355469459999998, 
    9.4356877000000008, 9.7213461750000008, 9.8755517669999993, 
    9.6992693750000001, 9.8313221560000006, 8.7371180850000005, 
    3.405167772, 4.5123912749999997, 9.5084017959999994, 9.8407648779999999, 
    9.8539862029999998, 0, 9.6575383230000007, 8.3184297820000008, 
    8.9958290840000004, 9.7504529140000002, 7.4562693480000002, 
    8.9273065539999994, 7.0986225039999997, 9.6460358849999999, 
    9.6403049799999998, 6.3341175270000001, 4.6934236599999997, 
    7.5240562779999998, 9.7368246040000006, 9.8991543980000003, 
    9.5846132470000001, 0, 8.272372013, 7.2695622540000002, 8.558390116, 
    9.1354155400000003, 9.4275128880000008, 6.3426852560000002, 
    5.5456651130000001, 5.918005001, 9.1343240750000003, 8.919129002, 
    9.8864002430000006, 5.3647515429999997, 8.8053512040000008, 
    7.1338468480000001, 9.5296895890000002, 9.2739552449999998, 
    NA, 9.7719302250000002, 9.5356119800000005, 8.8439964129999993, 
    9.1096342359999998, 7.2187140689999998, 9.6786148789999995, 
    8.8873851469999998, 9.6091128440000002, 4.418614195, 9.1367647600000002, 
    9.0327529089999992, 8.355545588, 9.6564844589999996, 9.5708853430000005, 
    9.45564392, 9.1666741179999995, 8.2422152109999995, 7.2864504329999997, 
    9.3651699159999993, 8.7447051380000005, 9.1481024869999992, 
    7.7956258160000003, 4.1075297170000002, 9.7866155159999995, 
    9.3476797479999991, 9.5914850470000008, 9.4173112420000002, 
    9.5192413800000004, 9.7378146979999993, 9.0096541820000002, 
    8.8264977830000007, 9.4977487350000001, 9.0718768779999994, 
    9.5424678239999992, 5.1972650509999996, 8.6590835659999996, 
    9.7179953379999997, 9.8250381529999995, 6.206199271, 9.2186754890000007, 
    8.4553091550000001, 9.7965515409999995, 9.104642943, 9.4328851759999992, 
    9.5737581489999997, 7.7707241229999999, 7.8086986960000004, 
    8.3683767519999996, 9.4076405419999993, 8.8288107789999994, 
    9.6586166389999999, 9.718109707, 9.3950909750000005, 8.7962384090000008, 
    9.3191855980000007, NA, 4.3833004439999996, 9.2321000019999993, 
    9.5577620529999994, 9.8306358930000002, 9.5950661769999996, 
    9.2961153949999993, 9.3427062190000001, 7.5788011879999999, 
    8.9277271890000005, 9.7262575949999999, 2.1714429270000002, 
    6.7429802570000001, 8.534338022, 9.1732409990000008, 9.1647502339999996, 
    8.614766843, 8.6225285950000004, 0.936985929, 9.1153768159999995, 
    9.3688314500000001, 9.3220990140000008, 9.5476962089999997, 
    6.4927975020000002, 9.0562121990000009, 9.0338836810000007, 
    9.8817976000000005, 6.7584270880000004, 9.524126356, 9.3963105779999996, 
    9.2046709950000007, 8.0016027150000006, 9.7683981529999997, 
    9.5346830540000003, 8.7271034640000007, 9.5768533940000005, 
    8.2507997399999997, 9.1590488089999997, 9.7839763170000005, 
    9.2179441600000001, 9.0487374410000001, 9.2652035829999999, 
    9.3687164369999998, 8.7276083750000009, 4.7515433040000001, 
    7.7470243520000004, 7.7130595690000003, 7.6142241659999996, 
    8.6764771520000004, 9.4618608030000004, 9.2911052299999994, 
    9.4744620170000005, 9.5883012339999993, 4.5209236089999996, 
    9.0093247440000006, 8.3591129540000004, 9.0129158930000006, 
    4.7202545650000003, 9.3800437649999999, 8.6807172969999993, 
    9.584547208, 6.8276165339999997, 9.6253632880000008, 9.6661827290000009, 
    9.8790378329999999, 9.5360093619999997, 9.7831991899999995, 
    8.6286019849999995, NA, 7.2147174290000002, 9.1727036109999993, 
    9.8289333469999995, 9.8318115430000006, 0, 9.1078911050000002, 
    7.8058327920000004, 8.9680223259999998, 9.3921081229999999, 
    7.2728908380000004, 8.9243916460000001, 5.8576483640000001, 
    9.6661210050000008, 9.5585670619999998, 6.3891854669999999, 
    4.6936040989999999, 6.087340309, 9.6811353980000003, 9.8666318210000004, 
    9.6713370940000001, 0, 6.7114642619999998, 7.1440452160000003, 
    8.7978933319999992, 8.8309297979999997, 9.4262409110000007, 
    6.4757942550000003, 5.1460055579999997, 5.6828639479999996, 
    8.5026553949999997, 9.0302645960000003, 9.8882640039999998, 
    6.0200021100000001, 9.3230029739999996, 7.3407643650000001, 
    9.574334962, 9.1454504480000001, NA, 9.7753882549999993, 
    9.7350833540000004, 8.9084743900000003, 9.399734724, 8.0288459620000001, 
    9.6924227550000008, 7.1718583249999996, 9.5791745200000005, 
    6.5018665169999998, 9.1134967049999993, 8.8592382819999997, 
    8.9113093259999996, 9.6518756319999994, 9.8879127560000004, 
    9.6673851220000007, 9.1474604129999992, 8.2251992470000008, 
    7.9395270880000002, 7.8771928119999997, 8.7598085349999995, 
    9.1559463740000009, 6.3320638259999997, 5.5152116869999999, 
    9.3624527799999999, 9.2830261469999993, 9.642960875, 9.364714459, 
    9.3609194850000002, 9.4718579579999993, 9.157886865, 9.2023453310000001, 
    9.4713645619999998, 9.0954856480000004, 9.5997609940000004, 
    4.6915048349999999, 8.5231498420000005, 9.5560423520000004, 
    9.8357743749999997, 5.6290950820000001, 9.1410506829999996, 
    8.240337963, 9.7494196540000004, 9.1633376900000005, 9.2405662740000007, 
    9.5266546900000009, 7.3775802759999998, 8.3150976849999996, 
    8.4288590840000008, 9.4205600789999995, 8.8440575540000008, 
    9.4270062200000009, 9.9299589410000006, 9.2314751590000004, 
    8.9009432610000001, 9.2564581720000003, NA, 5.449807839, 
    9.4238749449999997, 9.5095613889999999, 9.7961396969999992, 
    9.2244505740000005, 9.3792756990000008, 9.2379305699999996, 
    7.3192537450000001, 8.4156933990000002, 9.4869141680000002, 
    5.224833201, 7.079482617, 8.3831294589999992, 8.8395883170000005, 
    9.1987400810000004, 8.5893435030000003, 8.7372262299999992, 
    3.3352795830000002, 9.2339324690000009, 9.3051320509999993, 
    9.3284381439999997, 9.4881857430000007, 6.0051661469999997, 
    9.02916001, 9.0545213459999996, 9.7967955389999997, 5.2377128710000003, 
    9.6415671520000004, 9.4129724960000001, 8.9784703379999993, 
    7.3274773990000002, 9.8035714229999993, 9.5871866939999997, 
    8.1655149900000001, 9.4844943900000001, 9.2820815949999993, 
    8.8390808589999992, 9.9081432649999996, 9.1493209120000003, 
    8.6652172420000007, 9.2636774000000006, 8.6376713479999996, 
    8.9750835109999993, 6.3276861489999998, 7.895763885, 7.6577442600000003, 
    8.424459337, 8.9670817659999997, 9.0894056499999998, 9.5684322920000007, 
    9.5053414850000006, 9.6322570590000005, 7.4552386720000001, 
    9.0164654469999999, 8.3307252720000005, 9.1305240510000001, 
    5.9687755850000004, 9.4078177350000001, 8.6709138530000001, 
    8.6326997300000006, 7.0078719559999998, 8.5578661700000005, 
    9.7152019650000003, 9.6722784990000008, 9.4866558790000006, 
    9.7578176869999993, 9.0514416919999992, NA, 7.5766520389999998, 
    9.1890716739999991, 9.9094242270000006, 9.8507843909999995, 
    0, 9.1741339259999997, 8.0373985500000007, 8.9853198610000007, 
    9.4116176849999995, 7.4766387390000002, 8.9275210200000004, 
    7.1391047969999999, 9.7740147709999992, 9.5060652179999998, 
    6.4527206010000002, 7.9632003859999996, 7.2355055119999996, 
    9.7880076700000007, 9.8266268750000005, 9.3282108600000004, 
    4.9760236290000002, 7.2503022990000003, 6.689961276, 8.6771400169999993, 
    8.5948416279999993, 9.4860315370000006, 5.4183212440000004, 
    4.6691668120000003, 9.2624951600000003, 8.4538091820000005, 
    8.9292231819999994, 9.7936080390000004, 4.0582254390000001, 
    9.4176204810000002, 5.6138125250000002, 9.6695305339999997, 
    8.8437242460000007, NA, 9.8381126000000005, 9.6707626720000004, 
    9.1578649080000005, 9.2457507159999999, 7.4903250569999997, 
    9.6595623469999996, 6.3774136959999996, 9.5243547639999999, 
    3.993678198, 9.1253962190000006, 9.0784816609999996, 9.5291891369999995, 
    9.6861093670000002, 8.8947175709999993, 9.1463554990000002, 
    9.4013778049999992, 8.9177823249999992, 6.4757288290000004, 
    7.8698755150000004, 8.5998693720000006, 9.2020587430000003, 
    4.9071805819999996, 3.7861703470000001, 9.0653736029999994, 
    9.3052878220000004, 9.5943573610000001, 9.4038596279999993, 
    9.3376691790000006, 9.4435088890000003, 9.3318944699999999, 
    9.3116015999999995, 9.4920999689999999, 8.9346124610000004, 
    9.2772740079999991, 4.6273760729999998, 8.282100046, 9.5041921869999992, 
    9.8302828289999997, 3.7698858199999998, 8.8877264559999993, 
    7.8794727389999997, 9.763811295, 9.1597688900000005, 9.2893962660000007, 
    9.4558089939999999, 7.3137560629999996, 8.6079632319999995, 
    8.5921469340000005, 9.3769367310000007, 8.8403021200000005, 
    9.2968544590000004, 9.7425639890000006, 8.8401829999999997, 
    9.3585196400000008, 9.1932465069999996, 4.4419401699999996, 
    NA, 9.1884249540000003, 9.3382052939999998, 9.7353846340000008, 
    9.1972578390000006, 9.6959395149999992, 9.1605827770000001, 
    7.2028812499999999, 8.4110373089999992, 9.4624224350000006, 
    3.2808947580000001, 6.7319875319999998, NA, 8.7492092110000002, 
    9.2229971380000002, 9.6019882069999998, NA, 1.019891154, 
    8.8416231819999993, 9.1302747229999994, 9.3509331309999997, 
    9.4335503369999998, 6.0707049709999996, 8.0393892460000007, 
    9.0901660209999999, 9.8026053770000008, 5.1520798330000002, 
    9.5899688160000007, 9.4318790989999997, 8.5974614359999997, 
    6.8037210699999999, 9.7767517430000002, 9.5450958559999997, 
    8.1422782530000006, 9.4417991150000002, 9.1784019029999993, 
    8.7371836419999998, 9.7045513270000008, 9.1392145649999996, 
    7.8406679439999998, 9.2762663280000002, 8.1775629940000005, 
    8.3107158430000005, 3.1021584130000002, 7.4043441889999997, 
    7.5857617429999999, 8.1438252680000005, 8.6305708229999993, 
    9.0898741889999997, 9.5593117500000009, 9.4683711620000004, 
    9.6042128810000005, 3.8520223370000002, 9.2839025569999993, 
    7.9012687540000002, 8.6674853639999991, 3.513529111, 9.3612553639999998, 
    9.0418927720000006, 5.0971648189999996, 7.8310630589999999, 
    8.5450346810000006, 9.7434845479999996, 9.5644683019999999, 
    9.5192583919999993, 9.8246339710000008, 9.4860376970000004, 
    NA, 8.0688975759999995, 9.1911339250000008, 9.8400413740000001, 
    9.9504342680000004, 0, 9.2274513949999992, 8.2299617460000007, 
    9.2604250570000008, 9.4859557829999996, 7.7117250049999999, 
    9.222584501, 5.0503414600000003, 9.5993639139999996, 9.4488722579999997, 
    6.602451319, 8.0334879210000008, 5.9708920230000002, 9.7517345160000009, 
    9.7974682820000005, 9.3999834670000002, 3.758525229, 7.4579956259999998, 
    4.8833609329999996, 8.5237124180000006, 5.6161699089999999, 
    9.8168339329999998, 5.5954072579999998, 4.4487583620000004, 
    9.3645824970000007, 8.2118870820000005, 9.1509255510000003, 
    9.7520332009999997, 3.4682172119999999, 9.3816530809999996, 
    5.345007893, 9.5702150130000003, 8.0351891349999995, NA, 
    9.8518188149999997, 9.5614910569999996, 8.8980665259999991, 
    9.2333242309999992, 7.3786519989999997, 8.7437663400000005, 
    5.8266466699999997, 9.5304087969999998, 3.6706720580000001, 
    8.5383514999999992, 9.1713586849999995, 8.0537816549999999, 
    8.2438612189999994, 8.9091013130000007, 9.039479321, 9.7357272429999995, 
    9.0709783179999999, 6.224598436, 7.7551558930000004, 8.5086811630000003, 
    9.0616550969999992, 5.8128155599999998, 2.7589115749999999, 
    8.6275728970000003, 8.7173645769999997, 9.1720886539999995, 
    9.1987332049999999, 9.3170792410000001, 9.2909357159999999, 
    8.9908834990000006, 8.6749444570000005, 9.6418372300000001, 
    8.7423750210000009, 8.9335803370000004, 5.3914906360000003, 
    8.321509872, 9.5015055999999998, 9.6966777569999998, 3.7269941599999998, 
    8.8373134390000008, 7.8199266280000002, 9.8284944280000008, 
    9.0973681150000001, 9.3989264289999994, 9.0311133849999994, 
    7.7955803299999999, 8.4241083050000007, 8.9797324599999993, 
    7.1698962970000002, 8.9072022939999993, 9.2874946319999996, 
    9.7579628520000004, 8.4434410110000009, 9.3548098700000004, 
    7.9396792789999999, 6.0668619320000001, NA, 9.295197645, 
    9.3092632829999999, 9.6288810219999998, 7.3983552570000004, 
    9.7268855750000007, 7.9908979709999999, 6.7561382239999999, 
    8.215366264, 9.5414820769999995, 3.233147615, 6.4486375159999998, 
    NA, 7.2484497589999997, 9.1190350920000007, 9.0461861419999998, 
    NA, 0.53175967700000004, 8.1543075009999999, 9.0994730320000006, 
    8.9531197500000008, 9.4662648590000007, 7.7707147240000003, 
    7.4546784219999997, 8.4011005749999992, 9.8048474829999996, 
    5.1741158829999998, 9.0226644549999993, 9.5230454830000006, 
    8.6126108119999998, 6.5377640039999996, 8.500574318, 8.984300631, 
    8.2515409539999993, 8.5194248609999992, 8.7647344569999994, 
    8.7479579570000006, 9.5722649180000001, 9.1722720310000003, 
    7.6905368770000004, 8.8932844440000007, 7.8701759899999999, 
    7.9256364189999999, 2.0133126099999998, 7.6919620770000003, 
    7.2521080199999997, 7.630009448, 8.7349734290000001, 9.1585276770000004, 
    9.1258192840000003, 9.6506634239999993, 9.6569474680000003, 
    3.7011988929999999, 8.9895559800000004, 7.4041989179999996, 
    7.6899342119999998, 2.996158935, 9.0296968090000007, 8.9601396350000009, 
    3.0553409829999998, 8.1361627540000008, 8.6057059660000004, 
    9.5620152770000004, 9.2318099480000004, 9.2252995690000006, 
    9.517230563, 8.3388742960000002, NA, 7.7480867790000003, 
    8.3809490750000002, 9.6266037270000009, 9.635528721, 3.7455751689999999, 
    9.2521790629999998, 6.9118744750000003, 9.2849005390000006, 
    9.4964823260000006, 9.1562844420000005, 8.9225472480000008, 
    5.1587095840000003, 9.5251118780000006, 8.9707013750000009, 
    6.778205668, 6.8811777059999999, 5.2207136790000002, 9.7512663709999998, 
    9.7539562869999994, 9.3212445400000004, 3.9588147199999999, 
    7.2918810450000002, 4.5746524260000001, 8.8479180409999998, 
    5.4700417870000004, 9.8095057249999993, 5.6270211090000002, 
    4.6247448640000002, 9.2492983469999999, 8.7049710119999997, 
    9.2201364679999998, 9.7383300940000002, 3.6067247779999998, 
    9.3158258069999995, 5.3905613690000003, 9.6105423269999992, 
    7.9941788029999996, NA, 9.8605190220000001, 9.3446391789999996, 
    9.0627396030000007, 9.2014191000000007, 7.4855698029999997, 
    8.65965162, 6.0173550699999998, 9.3780418989999994, 3.6757722199999998, 
    8.6431208109999993, 9.292073362, 7.7166383769999998, 8.3769896090000007, 
    8.9391949450000006, 8.5835780600000007, 9.5375225819999994, 
    9.3033168209999992, 6.2320853659999997, 7.8488406829999997, 
    8.5823775110000007, 9.2520594930000009, 7.4507798980000004, 
    2.3736062229999999, 8.8442720890000004, 8.7815114730000001, 
    9.1879181039999995, 9.1676260289999991, 9.1513058340000004, 
    9.2771386549999999, 9.0011318249999999, 8.7155362939999996, 
    9.6171410010000002, 8.7625478870000002, 8.3622807699999999, 
    6.0968638000000004, 8.4343126309999992, 9.5258495799999992, 
    9.6335316710000001, 3.8435701299999998, 8.7246996289999998, 
    7.9451121330000003, 9.7923079550000001, 9.2041254890000008, 
    9.5860938119999997, 9.1199463650000006, 7.7987287700000003, 
    8.7655004319999996, 8.7792626780000003, 6.624975933, 9.0772339169999992, 
    9.377725818, 9.5874689019999995, 8.6506335700000001, 9.1491818299999998, 
    8.2655296539999998, 6.2289077170000002, NA, 9.1132351539999998, 
    9.2007062279999996, 9.6135487039999994, 6.1882453269999997, 
    9.7076091669999993, 8.0648107150000001, 7.4065787370000002, 
    8.1084851019999995, 9.5769999909999992, 3.2095862679999998, 
    6.6467684690000004, NA, 6.826556149, 9.0126327600000007, 
    9.0456346159999992, NA, 0.69031444900000005, 7.9865997850000001, 
    9.0929931740000001, 9.1911374600000002, 9.5614905809999993, 
    9.1880485489999995, 7.4870725240000002, 8.3461937400000004, 
    9.8007610159999992, 5.270083026, 8.8639792229999994, 9.6008854419999992, 
    7.9853932160000003, 6.5425361349999998, 8.4424708400000004, 
    9.1582635519999993, 8.5043107340000006, 6.8281573179999997, 
    8.1293927799999999, 8.8598184169999996, 9.5725046769999995, 
    9.4144922530000006, 7.7027946959999998, 8.8892936369999997, 
    7.8649029529999996, 7.8837358379999998, 1.990090009, 8.0323727399999996, 
    7.3070084770000001, 7.6168851650000002, 8.4644428010000006, 
    9.1948438859999992, 9.2040332469999999, 9.6428350040000002, 
    9.5461162660000003, 3.691797389, 8.9997380190000005, 7.48151586, 
    7.7792327239999999, 3.092564726, 8.9265950879999991, 9.1447850240000008, 
    3.2662710000000001, 8.0829306429999992, 8.5827386800000003, 
    9.5612138279999996, 9.1182645690000008, 9.4580698549999997, 
    9.4708562680000004, 8.1371820320000001, NA, 7.6368366429999996, 
    8.3447147259999994, 9.587646243, 9.6276373450000001, 5.8886391500000004, 
    9.3592770880000007, 6.3270368509999999, 9.4603167849999998, 
    9.6607068100000006, 9.2936584549999992, 8.985474602, 5.2638470350000004, 
    9.4140403700000004, 8.9910632709999998, 8.1568986890000001, 
    7.4069374689999998, 5.109924371, 9.7313861250000002, 9.6779753040000003, 
    9.3412236820000007, 3.9565764479999999, 7.1219825820000002, 
    4.7277157689999996, 9.4164499880000001, 0, 9.7530567850000001, 
    6.1320097320000002, 5.057451371, 9.1368620650000008, 8.7168799979999996, 
    9.3325422870000008, 9.7438130269999998, 4.1369361089999996, 
    9.5295609520000006, 5.400266351, 9.4793458820000005, 8.2557369349999998, 
    NA, 9.8653777209999998, 9.3030431930000006, 8.9457269620000002, 
    NA, 7.7152468750000001, 8.6165206800000007, 6.0803549319999997, 
    9.3306477999999995, 4.4522559770000001, 8.6434793160000005, 
    9.2377551489999998, 6.8287971189999999, 8.4305681180000001, 
    8.8775601379999998, 8.6385689370000005, 9.5775056890000005, 
    9.3912900060000002, 6.1676386689999996, 7.6827550550000003, 
    8.6316186600000009, 9.3010513610000007, 7.414872473, 2.2068179360000002, 
    9.3577182469999993, 8.7532179990000003, 9.2338636709999999, 
    9.1864778359999999, 9.2790177860000007, 9.3598157450000006, 
    8.9661459019999992, 8.7498458049999996, 9.1917828149999998, 
    8.8500846200000005, 8.3502695439999997, 5.8011836490000004, 
    8.6257907839999994, 9.6016315429999999, 9.6147215680000002, 
    4.0872494789999996, 8.7854698419999995, 7.972873721, 9.7325912320000008, 
    9.5023550340000007, 9.6156790740000009, 9.1087749280000008, 
    NA, 8.161110227, 8.813416964, 6.7811149300000002, 9.1501556219999998, 
    9.5027641139999997, 9.5968900759999993, 8.9964719300000002, 
    9.1326942370000008, 8.3177030599999995, 6.9367888630000003, 
    NA, 8.8888711570000005, 9.1984295800000009, 9.6299211289999995, 
    6.2406563469999998, 9.7575909230000004, 8.0433810930000007, 
    7.2007049649999999, 8.3804330250000003, 9.3226406340000008, 
    4.001306585, 7.2224999580000002, NA, 6.7190502949999997, 
    8.7802649850000005, 8.9989299329999994, NA, NA, 7.9684634880000003, 
    9.0026070770000004, 9.1575299020000003, 9.4665045980000002, 
    8.0423696499999995, 7.5098726239999998, 8.2942030239999998, 
    9.8701781220000004, 3.8339459250000001, 8.8662947869999993, 
    9.6127205599999996, 7.9586800350000004, 6.1720787960000001, 
    8.4775570949999999, 9.1812542770000007, 8.5974989290000003, 
    6.7611581889999997, 8.1151251119999994, 8.7195038109999992, 
    9.5692659780000007, 9.3371986860000007, 7.7034586540000003, 
    8.7735752149999993, 8.0031976759999992, 7.8236765100000003, 
    2.213225252, 7.9962845930000004, 8.9199082860000001, 7.4663265829999999, 
    8.265183146, 8.9722896290000005, 9.1880360410000002, 9.5146186109999995, 
    9.5064821399999992, 3.3648681250000001, 8.9764731110000007, 
    7.466555209, 7.8069070549999999, 3.6096237950000001, 8.9265278230000007, 
    8.6328878450000008, NA, 8.3919235800000003, 8.5631195689999995, 
    9.4839370059999997, 9.1570533189999992, 9.3706030479999995, 
    9.3820124570000001, 8.2120356769999994, NA, 7.5333128030000003, 
    7.5866567419999997, 9.6476382449999996, 9.6438482840000006, 
    5.9530464780000001, 9.4613210730000006, 6.5138303310000003, 
    9.5433584170000003, 9.5680982209999996, 8.6685629689999999, 
    8.8356921419999992, 6.1190290049999998, 9.4377592490000008, 
    8.8011597609999992, 8.3153020439999992, 7.2893758660000003, 
    5.2335391360000001, 9.7336930339999999, 9.5787934880000005, 
    9.3589180840000008, 3.807110309, 7.4608933960000003, 4.8458880899999999, 
    9.4724828339999991, 0, 9.7473574139999997, 6.192691881, 3.8867113290000002, 
    8.5025237760000003, 8.9728302410000005, 9.9191305829999994, 
    9.7433888100000008, 4.0048529850000003, 9.2452507599999993, 
    5.5548616930000003, 9.3962911009999992, 9.1416227719999998, 
    NA, 9.8491847240000006, 9.3490394440000006, 9.0107592329999999, 
    NA, 7.7182814449999997, 8.6916802830000002, 6.4709634879999998, 
    9.4384676449999994, NA, 8.7324656370000007, 9.5722909709999993, 
    6.7468926260000002, NA, 8.7515567730000008, 8.619398833, 
    NA, 9.3466467120000001, 4.7391407149999996, 8.2876409429999995, 
    8.6883664300000003, 9.4191857359999993, 7.4373161479999998, 
    1.6376341720000001, 9.4959488879999991, 8.9485649479999996, 
    9.4658968080000001, 9.1909698120000005, 9.4149842029999995, 
    9.4092126, 8.9132100869999995, 8.7513276100000006, 8.8769790099999994, 
    8.8997594979999999, 8.4926486800000003, 6.3715345289999998, 
    8.7391090850000008, 9.5791481269999998, 9.6691954429999996, 
    4.2672839800000002, NA, 7.9942220720000003, 9.7342250040000007, 
    9.5574980949999997, 9.6405797599999996, 9.0511466479999996, 
    NA, 7.9453758280000004, 8.7725832950000004, 7.179353366, 
    8.9252015129999993, 9.4724024619999998, 9.4884791970000002, 
    8.5841006760000003, 9.5150783850000007, 8.5305801349999992, 
    6.8303521790000001, NA, 8.8356130979999996, 9.1847445850000007, 
    9.8473737309999994, 6.1801807499999999, 9.9108849990000003, 
    7.8817863499999996, 7.2585391220000002, 8.7094958259999995, 
    9.3273179289999995, 3.2219346359999999, 7.1265433829999996, 
    NA, 7.5198296329999996, NA, 8.9459253850000007, NA, NA, 8.0850013589999996, 
    9.0136754270000008, 9.2530011779999999, 8.4167803800000005, 
    8.0478838659999994, 7.5240329409999998, 8.2202906139999996, 
    9.8550188940000005, 4.0680480350000003, 9.0156553899999992, 
    9.6392117079999995, 7.9653486960000004, 6.1536990200000004, 
    8.7357310810000008, 9.3003025170000004, 9.1622299970000007, 
    7.0474877630000003, 8.018983897, 9.0529681249999996, 9.5632689210000006, 
    9.4098307969999997, 8.473123009, 8.7256090210000004, 5.9966295760000001, 
    7.70405652, 2.263244979, 7.7110903779999997, 8.8787209130000004, 
    6.7262339249999998, 8.2550377259999994, 9.1419954299999997, 
    9.1204202720000005, 9.5801186939999994, 9.5141629909999992, 
    NA, 9.1044458450000008, 7.2335383459999996, 8.4030000210000004, 
    NA, 8.9849763419999995, 8.5245021399999992, NA, 8.7958269229999999, 
    9.3319328880000008, 9.5152546549999997, 9.5087311309999993, 
    9.0839595630000005, 9.3825573900000006, 8.3602195839999993, 
    NA, NA, NA, 9.6505704059999999, 9.6267344660000003, 5.7856549260000003, 
    9.504103551, NA, 9.5379551869999997, 9.5336502680000006, 
    NA, 8.8212834539999996, 5.8065836329999998, 9.3664518539999992, 
    8.7274311999999998, 8.301844505, 7.2575098110000003, 5.1339322489999999, 
    9.7541586250000005, 9.6345877190000007, 8.6676618110000003, 
    6.064461036, 7.424847894, NA, 8.5814244399999993, 0, 9.3730808870000004, 
    8.7817530569999995, 4.2713242989999998, 8.3263158710000003, 
    9.1803574470000004, 9.8638334610000005, 9.852188108, 7.4903088789999996, 
    9.1974036780000006, 9.3516942010000008, 9.2779473110000001, 
    8.7069643869999993, NA, 9.8793863070000008, 9.7060832119999993, 
    8.9035882060000002, NA, 8.8980699009999995, 9.0011023179999992, 
    8.3945729030000003, 9.2721089849999991, NA, 8.8221255020000005, 
    9.5613597220000006, 6.6278183789999998, NA, 9.4424291339999993, 
    8.7386701579999997, NA, 8.8240254460000003, 6.9878961159999999, 
    8.3023440320000006, 9.2681970909999993, 9.3879330680000006, 
    7.569160975, 4.3029447740000002, 9.5293718970000008, 8.8655127010000001, 
    9.4877074019999998, 9.6218681460000006, 9.262593957, 9.5642304970000005, 
    1.9702206440000001, 8.8479176000000006, 8.8386786809999993, 
    9.5974664389999997, 8.930790236, 6.2136855000000004, 9.0212086730000003, 
    9.5633220110000003, 9.832146088, 7.8881425930000004, NA, 
    9.6400827790000001, 9.738228136, 9.5952323069999998, 9.9102698779999994, 
    9.5982966320000003, NA, 7.9835630999999996, 9.1612298459999995, 
    8.4338721499999991, 9.1419078759999994, 9.0376476619999995, 
    9.4986013600000003, 8.3525866840000003, 9.6596725200000009, 
    8.5449365180000001, 8.4479871079999995, NA, 9.2660605779999994, 
    9.564533613, 9.8135169639999997, 6.5183780589999998, 9.9064776190000003, 
    7.9328063650000002, 8.8928554480000006, 8.7239111129999998, 
    9.4009355390000007, 7.3472019130000001, 7.4526131969999998, 
    NA, 8.7572313079999997, NA, 8.9894397309999992, NA, NA, 8.8381308680000004, 
    9.2224782310000002, 9.106254882, 8.5454861550000007, 8.1573888090000004, 
    8.4829447079999998, 7.8775007669999999, 9.7964959220000001, 
    5.3191992160000003, 9.4128299470000005, 9.5116350450000002, 
    8.7569930290000002, 8.2269286739999998, 9.0750093029999999, 
    9.0726505369999995, 9.5351295179999997, 6.9410765860000003, 
    7.7744701440000004, 9.4743237209999993, 9.711482341, 9.4783133159999995, 
    8.6809248369999992, 8.2701744759999993, 6.5000723359999997, 
    8.7360992849999999, 6.1548291920000002, 8.4872014660000001, 
    8.8397346030000001, 6.9435988279999998, 8.9948034529999994, 
    9.088865126, 9.2884614550000002, 9.5378969690000002, 9.8301966719999996, 
    NA, 9.2415665009999994, 8.8983155020000009, 8.3849213599999999, 
    NA, 9.0679806169999999, 8.5973587590000005, NA, 9.0861485890000004, 
    9.2619733409999991, 9.2749994050000009, 9.5436506689999998, 
    9.0167221600000005, 9.7979147879999999, 8.7807664790000004, 
    NA, NA, NA, 9.4848088970000006, 9.6484027090000009, 7.4555736980000002, 
    9.5452761370000001, NA, 9.48314038, 9.6820736089999997, NA, 
    8.8162521439999999, 8.8977685579999992, 9.3575811219999991, 
    8.9241635959999996, 9.7088052230000006, 7.4249872029999997, 
    8.3154520349999999, 9.8616495680000007, 9.8401797729999991, 
    8.6485577750000004, 6.4193235020000001, 7.5408653550000002, 
    NA, 8.018718775, 0), ef_money_inflation = c(9.7436000000000007, 
    8.7204599999999992, 3.0539999999999998, 2, 9.7460000000000004, 
    9.7446199999999994, 9.8219999999999992, 9.1641999999999992, 
    9.9307999999999996, 9.4404000000000003, 8.8972999999999995, 
    9.9800000000000004, 7.6326838459999999, 9.6056000000000008, 
    9.8599999999999994, 9.8140000000000001, 9.1245999999999992, 
    9.2750000000000004, 9.7497120000000006, 9.2462, 8.2522000000000002, 
    9.8535400000000006, 9.8402999999999992, 9.9505999999999997, 
    8.8924000000000003, 9.3956099999999996, 9.8268599999999999, 
    9.7159999999999993, 9.7186000000000003, 9.0800000000000001, 
    9.7799999999999994, 9.2428000000000008, 9.5999999999999996, 
    8.4966000000000008, 6.3600000000000003, 9.2799999999999994, 
    9.9991800000000008, 9.8547999999999991, 9.7799999999999994, 
    9.7141999999999999, 9.8721399999999999, 9.9499999999999993, 
    9.6771999999999991, 9.6560000000000006, 7.2371999999999996, 
    9.8792200000000001, 9.9701799999999992, 8.5467999999999993, 
    9.2271999999999998, 9.9288000000000007, 9.9633400000000005, 
    9.5786599999999993, 8.5559999999999992, 9.5730199999999996, 
    9.90334, 6.5052199999999996, 9.8350000000000009, 9.1103199999999998, 
    8.3740400000000008, 9.6611399999999996, 9.8523999999999994, 
    7.2333999999999996, 9.455508, 9.5229999999999997, 9.9198599999999999, 
    9.6610600000000009, 9.0117999999999991, 9.2949999999999999, 
    9.9199999999999999, 8.2861999999999991, 10, 9.8911999999999995, 
    9.9753399999999992, 9.5302000000000007, 9.97668, 9.8425999999999991, 
    7.0979999999999999, 8.7405000000000008, 9.8059999999999992, 
    9.3620000000000001, 9.9158000000000008, 9.6981999999999999, 
    9.9731799999999993, 9.8371999999999993, 8.6782000000000004, 
    8.2332199999999993, 4.5800000000000001, 9.8190000000000008, 
    9.9401799999999998, 9.9521999999999995, 8.6692, 5.6585999999999999, 
    9.5744799999999994, 9.63992, 9.8846000000000007, 9.7027999999999999, 
    9.7954000000000008, 9.4358000000000004, 8.7240000000000002, 
    9.8892000000000007, 9.9458000000000002, 9.6729400000000005, 
    8.0068000000000001, 8.6070600000000006, 8.6576199999999996, 
    8.2420000000000009, 9.9366800000000008, 9.7834240000000001, 
    9.2960200000000004, 9.9658599999999993, 6.8608000000000002, 
    9.2899999999999991, 9.7797999999999998, 9.2495999999999992, 
    9.8507999999999996, 8.66526, 9.1826399999999992, 9.2808600000000006, 
    9.6466600000000007, 9.8780660000000005, 9.8785220000000002, 
    9.4248999999999992, 9.6923999999999992, 8.5900599999999994, 
    8.8550000000000004, 9.2952999999999992, 9.8330599999999997, 
    9.7756000000000007, 9.7969000000000008, 7.8234000000000004, 
    9.8994999999999997, 9.8960000000000008, 9.9886800000000004, 
    8.7347999999999999, 9.9596, 9.2026000000000003, 6.4499347040000004, 
    0, 8.4320000000000004, 9.8031600000000001, 9.9131999999999998, 
    1, 9.7200000000000006, 8.7992000000000008, 8.9659399999999998, 
    9.9623399999999993, 9.7558799999999994, 9.8291199999999996, 
    9.3879199999999994, 9.2577999999999996, 8.4450000000000003, 
    8.9071999999999996, 7.2210000000000001, 9.6764399999999995, 
    9.8716799999999996, 9.7477, 8.0722000000000005, 0, 9.3512400000000007, 
    9, 6.4260200000000003, 9.6880600000000001, 9.6224380939999996, 
    9.0430046070000003, 7.9441346560000001, 4.7240000000000002, 
    9.2546827940000007, 9.6983266560000008, 9.8206867669999998, 
    9.1656068550000001, 9.6259999999999994, 9.6328012609999991, 
    8.7611439539999996, 9.7877567059999997, NA, 9.8878812039999993, 
    9.8229436900000007, 9.9359202559999993, 9.0956582909999995, 
    9.1878072549999992, 9.8300000000000001, 9.3879285919999997, 
    8.194552045, 9.9152199999999997, 9.9790255329999997, 9.8090013369999998, 
    8.8891591660000007, 9.7557459879999993, 9.4628034460000006, 
    9.7749517279999996, 9.9734840560000002, 2.5715599999999998, 
    9.2680000000000007, 9.1302265429999991, 9.7114889229999992, 
    8.9989938689999995, 9.4800000000000004, 9.0972000000000008, 
    9.8406630039999996, 9.7525113480000005, 9.9071001990000003, 
    9.5806004619999996, 9.9310435120000005, 9.9095931690000008, 
    9.8326507309999993, 9.2059561680000002, 7.9285020700000004, 
    9.8538732660000008, 9.9086466689999995, 7.9731770710000003, 
    9.7258353450000001, 9.9585671260000002, 9.9924392530000006, 
    9.9404000000000003, 8.6384000000000007, 9.199284359, 9.9531140110000003, 
    6.5709852599999996, 9.6528195270000001, 9.5222559340000004, 
    8.3696199999999994, 9.7190782250000005, 9.8086000000000002, 
    8.1966962369999994, 9.3684337640000006, 9.4009983360000007, 
    9.9859435049999998, 9.6737430169999996, 8.8255146809999996, 
    8.7273757740000004, NA, 7.2588400489999998, 9.9410801959999997, 
    9.8733755409999997, 9.9922426499999997, 9.2645657890000006, 
    9.8427239560000004, 9.8254204810000001, 8.6707999999999998, 
    8.6835178170000002, 9.8587674249999999, 9.3456595040000003, 
    8.6993363220000006, 9.7447544589999993, 9.9596774190000001, 
    9.2502215999999997, 9.3649090810000004, 8.4436, 8.0399999999999991, 
    9.8241960939999995, 9.905097241, 9.9397441880000006, 8.5191995939999998, 
    5.7508155319999998, 9.5791220399999997, 9.7128528319999994, 
    9.7800136819999999, 9.9032, 9.7426900580000009, 9.4558717469999998, 
    8.0642781069999998, 8.844810098, 9.6902616839999993, 9.6884185770000002, 
    9.2898480649999993, 7.839313432, 9.3188453379999991, 8.426218209, 
    9.8799503709999996, 9.9540325949999993, 9.2001796349999996, 
    9.7986229829999996, 8.1964632420000001, 9.5652703359999993, 
    9.9869419730000004, 9.4920968180000003, 9.9748947710000007, 
    8.7979599999999998, 9.3741994510000008, 9.2889207509999991, 
    9.7132616489999997, 9.8017399269999999, 9.9025456149999993, 
    9.6232821340000001, 9.8813362569999992, 6.8949343340000002, 
    9.4963824589999994, 9.5630725860000005, 9.970978508, 9.7215283560000003, 
    9.1916819000000007, 8.4035693350000003, 9.8916666670000009, 
    9.9349560449999998, 9.896374775, 9.0823457919999999, 9.8997618959999993, 
    9.8155956080000006, NA, 8.6200390700000007, 9.0099999999999998, 
    9.9906430509999993, 9.7712169860000007, 0, 9.9399999999999995, 
    8.8570881010000004, 8.8824325280000007, 9.8209957110000001, 
    9.8731433160000002, 9.6420271, 9.0683657649999994, 9.0285635440000007, 
    8.4658292700000004, 8.954914552, 0.25514403299999999, 9.1864000000000008, 
    9.989995832, 9.9762745729999995, 8.2667460259999999, 0, 9.8738775790000002, 
    5.218, 7.9798610290000003, 9.5202580080000008, 9.6736444020000008, 
    9.4167187170000002, 8.5440876919999997, 2.2654000000000001, 
    9.4038023850000005, 9.5024154589999998, 9.6788388790000006, 
    9.7229942139999999, 9.6991071200000007, 9.4697609000000007, 
    8.6017669350000006, 9.6225659510000003, NA, 9.9320000000000004, 
    9.7597200710000003, 9.7825576620000003, 8.3586909709999997, 
    8.843287256, 9.8139534879999992, 9.1193728119999999, 8.7335815320000005, 
    9.9611147419999995, 9.7163754680000007, 9.9511722529999993, 
    9.1240319920000008, 9.2289522890000004, 9.6104103460000001, 
    9.6186728190000004, 9.9512738410000008, 4.9436, 9.6638328250000001, 
    9.1210000000000004, 9.6006305829999992, 9.4244379499999997, 
    9.8000000000000007, 9.9845679010000001, 9.0969374649999999, 
    9.9102635849999992, 9.9569607680000001, 9.7290022290000007, 
    9.9325626200000006, 9.887049159, 9.4002715479999992, 9.2853744299999992, 
    7.9708398899999997, 9.7788449770000003, 9.9710368959999993, 
    8.5216371039999999, 9.8919342209999996, 9.7917599989999999, 
    9.8984598649999995, 9.0688784219999992, 8.8105250159999997, 
    9.3862258409999999, 9.8186405929999996, 6.9013663850000002, 
    9.7375515180000001, 9.3163276610000008, 8.0572045330000002, 
    9.6981510790000005, 9.8158600000000007, 9.0867652939999992, 
    8.7741501389999996, 9.1138140750000005, 9.9523962850000007, 
    9.5930000569999994, 8.7293610909999995, 8.7210149179999998, 
    NA, 6.5529282650000003, 9.9606428339999997, 9.9048087969999994, 
    9.9517884910000003, 8.3419988450000009, 9.4502290710000008, 
    9.4216867470000008, 8.6563386839999996, 8.6245003810000007, 
    9.7455187149999993, 9.4182198140000004, 8.4931505400000002, 
    9.1729547260000004, 9.8782961460000003, 9.8500562780000003, 
    8.9319276649999999, 8.0347283909999998, 8.4000000000000004, 
    9.9787011729999993, 9.8740501859999998, 9.9437963860000007, 
    8.783880903, 5.1132643709999996, 9.3714018980000002, 9.8214459489999992, 
    9.9376999880000003, 9.2929562299999997, 9.3564616160000007, 
    9.1962765599999994, 8.9822428339999991, 7.3950703779999998, 
    9.8578971899999992, 9.9129087019999993, 9.4880502480000004, 
    8.9051070570000004, 8.9299660660000004, 8.3264042459999992, 
    9.8047929840000005, 9.8186801599999995, 8.7928416259999995, 
    9.8427497049999992, 8.3885234749999995, 9.5949807430000007, 
    9.7971970319999997, 8.5616657669999991, 9.4724341289999998, 
    8.9584120980000002, 8.9942344649999999, 9.3547906419999993, 
    9.1791044779999993, 9.9786096260000008, 9.9443693270000004, 
    9.3835051370000002, 9.7862077959999993, 8.4347936029999993, 
    9.6431799179999995, 9.4658948889999994, 9.7840510369999993, 
    9.5835104120000008, 9.722833091, 8.5341111220000005, 9.7979797980000001, 
    9.9847669339999996, 9.9599850280000002, 8.7249481979999999, 
    9.9705936380000004, 9.3444348739999992, NA, 9.3308424910000003, 
    8.8629466269999995, 9.9640723009999999, 9.9973549350000006, 
    1, 9.7599999999999998, 8.7791144699999997, 8.7736771339999997, 
    9.6219245749999995, 9.9112903229999993, 9.9620710110000008, 
    8.8631163710000003, 9.0124529389999992, 8.229085457, 9.1423581469999995, 
    7.5623268699999997, 9.5310592100000004, 9.7079616780000002, 
    9.6755554050000008, 8.2245293339999996, 0, 9.1828200120000005, 
    8.3681999999999999, 8.4376091169999992, 9.9573999999999998, 
    9.6124764900000006, 9.349263165, 8.2447818129999995, 4.4000000000000004, 
    8.8412424170000001, 9.5100222720000005, 9.5999685009999993, 
    9.5152397190000002, 9.926054122, 9.3621503809999993, 8.494005435, 
    9.6391988990000002, NA, 9.7775530839999991, 9.8694895769999995, 
    9.8059259260000005, 8.5986666669999998, 8.8568839799999992, 
    9.9826717079999998, 8.8232223029999997, 8.7596200769999992, 
    9.9233473829999994, 9.8219812920000003, 9.8924731179999998, 
    8.4098651340000004, 9.4114799680000001, 9.610970945, 9.8123416199999998, 
    9.6975692480000006, 8.6896000000000004, 9.9709097900000003, 
    9.6416578529999999, 9.4738309790000006, 9.5954450100000006, 
    9.6734149180000006, 8.8062142269999999, 8.9551428259999994, 
    9.4863144980000005, 9.5587076440000001, 9.9199893879999994, 
    9.7130546800000008, 9.8434771360000006, 9.0338098070000008, 
    9.4522736490000003, 8.1041162230000001, 9.8414981370000003, 
    9.4423006409999992, 8.3843055349999993, 9.4181642360000009, 
    9.7048126670000006, 9.8272786140000008, 9.9039714659999998, 
    8.8600539410000003, 9.8969798840000003, 9.6990555470000004, 
    7.6783333330000003, 9.8157456179999993, 9.1313257369999992, 
    7.6223152460000003, 9.8593640130000004, 9.6335098810000002, 
    8.8293054560000002, 8.9676202029999992, 9.1296464190000002, 
    9.6548321030000004, 9.2230710009999992, 7.8184713380000002, 
    8.7173226439999993, 2.1467278030000001, NA, 9.8994643589999995, 
    9.6948253740000006, 9.7560015740000008, 8.1311194330000003, 
    9.9281056680000006, 8.9062021859999998, 8.8326595329999993, 
    8.8563451840000003, 9.7384267970000007, 9.4594594589999996, 
    8.6786928559999996, NA, 10, 9.7799999999999994, 9.0143318580000003, 
    NA, 9.4788363950000001, 9.7841782469999998, 9.6531938410000002, 
    9.4431232299999994, 8.8347141110000003, 4.5433333329999996, 
    9.5789975379999994, 9.8798308729999995, 9.7250187589999992, 
    9.1740715220000002, 9.2913408519999994, 9.2387220350000003, 
    9.0716419560000006, 8.2790343780000004, 9.5588214639999993, 
    9.6224996239999996, 9.1477294980000003, 8.8951441590000009, 
    8.8798149950000003, 8.1914637090000006, 9.5000111700000005, 
    9.7394275950000004, 8.5729238409999997, 9.5406135750000001, 
    8.3048345430000001, 9.5736581649999994, 9.7509166040000004, 
    8.4620992689999994, 9.1945680169999999, 9.0079365080000002, 
    9.4632285229999997, 9.4366994359999996, 9.4004611839999992, 
    9.7931460329999993, 9.9451166670000006, 9.3736857919999999, 
    9.2029280199999999, 8.6474994939999998, 8.3921676489999992, 
    9.2987472770000004, 9.8602746329999995, 8.461147274, 9.1322123029999993, 
    7.9467172570000004, 9.5225464189999993, 9.7199052619999993, 
    9.6479297519999996, 9.3377814709999996, 9.7182743429999991, 
    8.6176906940000002, NA, 9.6078431369999997, 8.8760801170000008, 
    9.9911414060000006, 9.9518019300000002, 0, 9.8399999999999999, 
    8.9980707090000003, 8.4258552709999996, 9.5630227629999993, 
    7.7686755080000003, 9.6453055140000004, 8.9600365190000009, 
    8.8402910759999997, 8.5013819389999998, 8.9071196260000001, 
    9.9447513809999997, 9.7798617189999995, 9.4890906630000007, 
    9.7070334690000006, 8.2849729920000001, 1.8721144970000001, 
    8.6815488199999997, 7.8063115700000001, 8.6044647889999997, 
    9.6736755960000007, 9.5939999999999994, 8.2219999999999995, 
    7.9420000000000002, 5.1200000000000001, 9.4879999999999995, 
    9.8879999999999999, 9.5020000000000007, 9.7880000000000003, 
    9.6059999999999999, 9.4499999999999993, 8.7560000000000002, 
    9.0939999999999994, NA, 9.4320000000000004, 9.7360000000000007, 
    8.6500000000000004, 7.8160686110000004, 9.0820000000000007, 
    9.5899999999999999, 8.4920000000000009, 8.9199999999999999, 
    9.9079999999999995, 9.4100000000000001, 9.2360000000000007, 
    6.3979999999999997, 9.4139999999999997, 9.4120000000000008, 
    9.6959999999999997, 9.4920000000000009, 8.8460000000000001, 
    7.1959999999999997, 9.3979999999999997, 9.4700000000000006, 
    9.3640000000000008, 8.0559999999999992, 9.2219999999999995, 
    9.0999999999999996, 9.7379999999999995, 9.3160000000000007, 
    9.5220000000000002, 9.3399999999999999, 9.5180000000000007, 
    9.2620000000000005, 8.9800000000000004, 8.5760000000000005, 
    9.6539999999999999, 9.2140000000000004, 5.4459999999999997, 
    9.3160000000000007, 9.4380000000000006, 9.6080000000000005, 
    9.468, 9.1500000000000004, 9.8119999999999994, 9.5980000000000008, 
    8.1679999999999993, 9.6999999999999993, 9.2439999999999998, 
    6.9550885029999998, 9.5739999999999998, 9.5220000000000002, 
    8.7439999999999998, 8.9600000000000009, 9.1880000000000006, 
    8.8580000000000005, 8.9619999999999997, 8.1379999999999999, 
    9.1440000000000001, 0, NA, 9.6620000000000008, 9.6579999999999995, 
    9.3919999999999995, 8.6199999999999992, 9.9939999999999998, 
    9.0459999999999994, 8.9779999999999998, 8.1240000000000006, 
    9.5600000000000005, 9.4339999999999993, 9.4619999999999997, 
    NA, 9.5500000000000007, 9.0399999999999991, 8.7799999999999994, 
    NA, 8.7880392159999996, 8.6340000000000003, 9.468, 9.3360000000000003, 
    8.7279999999999998, 5.7460000000000004, 9.6679999999999993, 
    8.9139999999999997, 9.516, 9.0120000000000005, 9.2300000000000004, 
    9.1780000000000008, 9.0719999999999992, 7.0039999999999996, 
    9.1692, 9.7439999999999998, 9.5820000000000007, 9.7059999999999995, 
    8.6920000000000002, 8.1099999999999994, 9.5099999999999998, 
    9.8239999999999998, 8.5619999999999994, 9.9079999999999995, 
    7.556, 9.8580000000000005, 9.4179999999999993, 8.0619999999999994, 
    8.8599999999999994, 9.5519999999999996, 9.2639999999999993, 
    9.2699999999999996, 9.3659999999999997, 9.25, 9.4459999999999997, 
    9.6259999999999994, 9.3339999999999996, 8.9860000000000007, 
    8.7460000000000004, 9.4220000000000006, 9.7159999999999993, 
    8.5340000000000007, 8.577925875, 7.4260000000000002, 9.0939999999999994, 
    8.9179999999999993, 9.4800000000000004, 8.9179999999999993, 
    9.5099999999999998, 8.4920000000000009, NA, 8.9979999999999993, 
    8.2119999999999997, 9.8219999999999992, 9.8659999999999997, 
    2.6600000000000001, 9.6199999999999992, 8.8339999999999996, 
    6.7999999999999998, 9.3979999999999997, 7.6399999999999997, 
    9.4740000000000002, 8.1479999999999997, 8.9000000000000004, 
    8.2219999999999995, 7.1959999999999997, 9.8879999999999999, 
    9.8680000000000003, 9.4359999999999999, 9.5860000000000003, 
    8.3800000000000008, 5.7859999999999996, 8.1820000000000004, 
    6.5419999999999998, 8.6839999999999993, 9.2156000000000002, 
    9.3100000000000005, 9.0960000000000001, 7.306, 5.4379999999999997, 
    8.4700000000000006, 9.3219999999999992, 9.3460000000000001, 
    8.4299999999999997, 9.3659999999999997, 9.9280000000000008, 
    7.8579999999999997, 8.1140000000000008, NA, 9.2940000000000005, 
    9.4960000000000004, 9.4580000000000002, 8.2302028600000003, 
    8.0380000000000003, 9.266, 8.2240000000000002, 8.6720000000000006, 
    9.5960000000000001, 9.1560000000000006, 9.4480000000000004, 
    8.0519999999999996, 8.9039999999999999, 9.4120000000000008, 
    9.4179999999999993, 9.1059999999999999, 9.7400000000000002, 
    9.0199999999999996, 9.3320000000000007, 8.9179999999999993, 
    9.3179999999999996, 6.9359999999999999, 9.734, 9.0239999999999991, 
    9.0180000000000007, 9.548, 9.3420000000000005, 9.6120000000000001, 
    9.4480000000000004, 8.3079999999999998, 9.1059999999999999, 
    7.9900000000000002, 8.9740000000000002, 9.0039999999999996, 
    3.3559999999999999, 8.266, 9.3160000000000007, 9.5760000000000005, 
    9.7460000000000004, 9.0399999999999991, 8.2919999999999998, 
    9.5839999999999996, 8.2539999999999996, 9.3339999999999996, 
    8.7560000000000002, 5.7299067150000003, 8.9900000000000002, 
    9.0039999999999996, 8.3179999999999996, 8.6479999999999997, 
    8.9480000000000004, 9.2080000000000002, 9.1999999999999993, 
    8.2279999999999998, 8.9280000000000008, 4.2000000000000002, 
    NA, 9.484, 9.3079999999999998, 9.452, 8.4939999999999998, 
    9.9440000000000008, 9.1180000000000003, 8.3300000000000001, 
    7.1959999999999997, 9.1999999999999993, 9.0500000000000007, 
    6.7000000000000002, NA, 9.1240000000000006, 9.3800000000000008, 
    8.9960000000000004, NA, 6.8963036940000002, 9.1739999999999995, 
    9.3179999999999996, 9.2200000000000006, 8.1039999999999992, 
    8.4760000000000009, 9.3599999999999994, 9.4280000000000008, 
    9.4559999999999995, 8.8640000000000008, 8.6940000000000008, 
    9.3179999999999996, 8.452, 8.1039999999999992, 9.3640000000000008, 
    9.8160000000000007, 7.9299999999999997, 8.9960000000000004, 
    8.9900000000000002, 8.0899999999999999, 9.5299999999999994, 
    9.1140000000000008, 8.3840000000000003, 9.4120000000000008, 
    7.8319999999999999, 9.7400000000000002, 9.1859999999999999, 
    7.6159999999999997, 8.8239999999999998, 8.3119999999999994, 
    8.3499999999999996, 9.3260000000000005, 9.0700000000000003, 
    9.1560000000000006, 9.2680000000000007, 9.6159999999999997, 
    8.8420000000000005, 8.3119999999999994, 8.8659999999999997, 
    8.9979999999999993, 9.3239999999999998, 7.7720000000000002, 
    9.4881464560000008, 6.7619999999999996, 8.9499999999999993, 
    9.2159999999999993, 9.6379999999999999, 9, 9.3599999999999994, 
    8.6560000000000006, NA, 6.4580000000000002, 8.7780000000000005, 
    9.4079999999999995, 9.9540000000000006, 9.0500000000000007, 
    9.7155858930000001, 7.5140000000000002, 7.4619999999999997, 
    9.2379999999999995, 7.2999999999999998, 9.2859999999999996, 
    8.9800000000000004, 9.2780000000000005, 8.7059999999999995, 
    6.2619999999999996, 8.4079999999999995, 9.8239999999999998, 
    9.1039999999999992, 9.3680000000000003, 8.3819999999999997, 
    4.782, 6.2640000000000002, 6.7220000000000004, 8.7140000000000004, 
    9.3445999999999998, 9.2895465220000002, 9.2173913039999995, 
    7.1058917609999996, 4.6799999999999997, 8.3636848910000001, 
    9.4309548640000003, 9.6372936530000004, 8.8664153740000007, 
    9.7311945229999992, 9.6076230630000001, 8.3746647220000003, 
    8.8351562930000007, NA, 9.5622767, 9.8213399500000005, 9.5385286360000006, 
    NA, 9.4996465949999997, 9.5622924299999994, 8.6102246830000002, 
    8.9923366110000007, 9.9286261739999997, 9.5121981719999997, 
    9.847153853, 8.7197501949999996, 9.2007539840000003, 9.7449239080000005, 
    9.644625692, 9.584267058, 9.7013532429999998, 9.5839999999999996, 
    9.7180070500000006, 9.3370908139999997, 9.5443559679999996, 
    8.5800000000000001, 9, 8.8679538699999991, 9.6648669179999995, 
    9.7903867000000009, 9.5237483269999998, 9.7182564150000008, 
    9.5404539760000002, 8.7340135599999993, 9.2887752389999996, 
    7.7469623470000002, 9.7641328460000008, 9.4051869579999998, 
    8.3726117739999992, 8.8918975210000006, 9.7569604680000008, 
    9.6940721239999998, 9.7076911950000007, 8.9904937470000004, 
    8.5801159669999993, 9.7725148019999999, 7.8584863760000001, 
    9.0576666669999994, 9.2280981799999999, NA, 9.4964297200000001, 
    9.5826666669999998, 8.8606977950000001, 9.0598900140000005, 
    9.5325203250000001, 9.0239122209999998, 8.9206990469999994, 
    7.6015406160000003, 8.9734490200000003, 7.9725705659999999, 
    NA, 9.8107667210000002, 9.4614081779999992, 9.6920213220000004, 
    7.478098353, 9.8560436829999993, 8.9972116710000005, 8.5768372809999995, 
    9.2077222219999992, 9.4148936170000006, 9.1959798989999992, 
    8.4064555490000004, NA, 9.7823501430000004, 9.2020317069999997, 
    9.2844026549999992, NA, NA, 9.7364280090000008, 9.5448499400000006, 
    9.6781305110000009, 8.1506565309999992, 8.5176818139999995, 
    9.6579925650000007, 9.7782146189999999, 9.6966332469999994, 
    8.743291825, 9.4214062569999992, 9.1685043610000001, 8.5200583610000002, 
    7.9700737149999998, 9.8690106859999993, 9.8025289339999997, 
    7.4597520360000003, 8.4563236079999999, 9.1059819579999992, 
    8.0039517329999992, 9.7453740310000008, 9.4182317910000002, 
    8.9090289079999998, 9.8391853840000003, 7.2559596309999996, 
    9.5201484619999999, 9.359320726, 7.2237721480000001, 9.3017422550000006, 
    8.7967646679999998, 9.0697674419999998, 9.6943358810000007, 
    9.2375000000000007, 9.4585095280000004, 9.7227123770000006, 
    9.5149486499999991, 8.7811568429999998, 8.6283961439999999, 
    9.538170762, 8.9313725490000007, 9.7497704909999996, 8.7714892800000008, 
    NA, 6.6729552329999997, 9.4399999999999995, 9.8085963730000003, 
    9.6318069309999998, 9.1468309530000003, 9.6400519659999997, 
    8.8118652270000002, NA, 8.6110425409999998, 9.8602979770000001, 
    9.7684023950000007, 9.8602979770000001, 9.1205172339999994, 
    9.8066430550000003, 8.7160869810000001, 8.7599688090000001, 
    9.3377990430000004, 8.6468046399999992, 9.6331661339999997, 
    7.8905221010000002, 9.1167462070000003, 8.2867111589999993, 
    9.2046894229999996, 8.1242821040000006, 9.8239999999999998, 
    9.3428571429999998, 9.6719913119999994, 8.6647226259999997, 
    4.187513837, 8.2276799280000006, 7.7650332280000001, 8.2996477330000005, 
    7.8879999999999999, 9.5438995559999995, 8.8515202839999994, 
    7.2537097729999997, 6.7999999999999998, 9.3186466350000003, 
    9.6359775519999999, 9.9018691590000003, 9.7197887699999992, 
    9.5874530530000008, 9.4408974329999999, 8.9153055279999993, 
    9.2712276209999995, NA, 9.9892202660000002, 9.7839960730000008, 
    9.5686340080000001, NA, 9.3301260349999993, 9.9251044220000004, 
    8.3945405940000004, 9.0227183110000002, NA, 9.4493626679999991, 
    9.4783646669999992, 7.803706246, NA, 9.3912763039999998, 
    9.9401066389999997, NA, 9.2960195799999994, 8.0095154189999995, 
    9.6639999999999997, 9.8594101730000006, 9.159413378, 9.4399999999999995, 
    8.9927565519999995, 8.4312348319999995, 9.794766547, 9.5249371020000009, 
    9.9251840050000002, 9.7918104439999993, 9.7347255540000006, 
    9.7115697359999995, 8.9680215329999999, 7.6473009120000004, 
    9.7888099410000002, 9.9831427089999991, 8.3063328419999998, 
    9.2628320500000001, 10, 9.9832225319999992, 9.6228584910000006, 
    NA, 9.6514539389999996, 9.937480463, 6.1498571139999996, 
    9.7576634420000001, 9.6288405469999994, NA, 9.6697205329999996, 
    9.4173283140000006, 9.9970727440000005, 8.9015949439999993, 
    9.8898071630000004, 9.1581784559999999, 7.599416025, 7.8245217760000001, 
    8.7237523859999992, 7.2999476369999998, NA, 9.1040124660000004, 
    9.3350000000000009, 9.8450463639999999, 8.0852425439999998, 
    9.7295968530000003, 9.8643643740000009, 8.5387291019999996, 
    8.1531748149999999, 9.4348222419999992, 9.2061218969999992, 
    8.627543331, NA, 9.2944653079999995, NA, 8.5681571030000008, 
    NA, NA, 9.1108554519999991, 9.9264971039999992, 9.9465505079999996, 
    8.2086517830000005, 8.3155911450000009, 9.8833383189999999, 
    9.5601249349999993, 9.5829285340000006, 9.555815935, 9.4900377420000002, 
    8.9407689779999995, 9.9890193299999996, 8.7441534139999995, 
    9.3066552540000007, 9.8008780180000006, 9.3496614559999998, 
    9.7055313769999998, 8.2435173509999995, 7.6783793840000003, 
    9.7615427700000001, 9.6219369889999999, 9.2625996789999991, 
    9.1387559809999992, 7.6924654510000003, 9.5666305529999995, 
    9.2128311069999995, 7.2705409320000003, 9.518189392, 8.6163349349999994, 
    9.4816106530000006, 9.4127536930000009, 9.3548387099999992, 
    9.2348044250000001, 9.8350000000000009, NA, 8.8824673010000001, 
    7.6691844290000004, 7.9270330900000001, NA, 9.7898423819999998, 
    8.4435749330000007, NA, 8.1495440440000007, 9.8792756540000006, 
    9.676979072, 9.8288159769999996, 8.5749999999999993, 9.9202318260000002, 
    9.2983188020000007, NA, NA, NA, 9.9443142580000004, 9.9038840179999994, 
    9.4158205759999998, 9.8254103799999992, NA, 7.5715544250000004, 
    9.8308567819999997, NA, 9.6090261859999995, 8.6057258789999995, 
    9.2331109530000006, 8.7498046739999999, 7.3105521920000003, 
    6.8210862619999997, 9.6880000000000006, 9.5660000000000007, 
    9.9288907470000005, 8.5801665210000007, 4.2822574910000002, 
    8.5890883000000002, NA, 7.3209154349999999, 3.79, 9.3281515160000001, 
    9.111212257, 7.505257318, 6.8680000000000003, 8.210009329, 
    9.1294713519999995, 9.3635486980000007, 5.8416841709999998, 
    9.1020880089999991, 9.2947993669999995, 8.2196110210000004, 
    8.3783783780000007, NA, 9.1007228009999999, 8.7221448469999991, 
    8.4105402480000002, NA, 7.1999184840000003, 8.5179455449999999, 
    7.459562322, 8.8673802960000003, NA, 7.5302455830000001, 
    7.8680404199999998, 5.1785290379999998, NA, 8.9324387450000007, 
    9.5259458650000006, NA, 8.1454762990000003, 7.9406048360000003, 
    8.2599999999999998, 8.8271232550000001, 8.6006018470000001, 
    6.5397230860000004, 8.5331509230000009, 7.3153287310000001, 
    8.7381818179999993, 8.7865944589999998, 9.0661657840000007, 
    8.7289742490000002, 9.3201050480000003, 7.871075781, 8.3199467990000002, 
    6.3366336629999997, 8.6584154130000002, 7.9268793940000002, 
    1.1217437530000001, 8.4535442839999995, 9.1868096690000005, 
    9.4364941889999994, 8.947139709, NA, 8.0047919840000006, 
    9.473853064, 6.6955713369999996, 9.1693350910000007, 7.4712643679999999, 
    NA, 7.9079853729999998, 8.3799075199999997, 6.896064773, 
    7.7187558200000002, 9.1379310339999993, 8.7866498239999995, 
    7.4643621690000002, 8.3296367109999991, 7.9803843069999996, 
    4.8900310779999998, NA, 9.1892987430000002, 9.0805055229999994, 
    9.3304331380000001, 5.5958144619999999, 9.7242066789999999, 
    7.0144369979999999, 6.5696133200000002, 4.7520366709999999, 
    9.0648854960000005, 7.8834580430000001, 5.0951585000000001, 
    NA, 6.9193605680000001, NA, 7.8557921129999997, NA, NA, 7.8120156810000001, 
    9.3199470049999995, 8.5562944759999997, 8.1552759269999999, 
    8.2574796270000004, 8.9118435579999993, 8.165802373, 9.1486526109999993, 
    8.5306729180000005, 8.0534553330000005, 8.9748979510000009, 
    7.4451198420000004, 4.9886671050000002, 8.2482544610000001, 
    9.2585365849999999, 7.9344417800000002, 4.6400925610000003, 
    7.9298245610000002, 7.8181500570000004, 9.5030342789999995, 
    9.2292777509999997, 6.0347593740000001, 7.7389780229999996, 
    7.6844032960000002, 9.2467678469999992, 7.5818345320000002, 
    5.9427757809999999, 8.2482633649999997, 7.847716353, 7.969091068, 
    8.8422762460000008, 8.1382228489999999, 9.1301243529999994, 
    9.4819184409999995, NA, 8.4303349710000006, 7.1784492990000004, 
    6.9110137649999999, NA, 8.8460482989999996, 7.4258675079999996, 
    NA, 7.0331254599999999, 8.6962819889999992, 9.0803640469999998, 
    8.8696307460000003, 7.6927098459999996, 9.1862378699999994, 
    5.5085568330000001, NA, NA, NA, 9.3125901790000007, 9.5146725930000002, 
    6.8509349559999997, 9.2940000000000005, NA, 7.9443212479999996, 
    8.9063021009999996, NA, 8.2636065569999992, 7.5903005810000002, 
    9.013117651, 7.9111743250000002, 7.6731843919999996, 4.953617811, 
    7.5499999999999998, 9.2012586229999993, 9.2321799410000001, 
    8.4278096540000007, 3.7118802620000002, 5.3767367430000004, 
    NA, 7.5109174879999996, 9.5465308869999994), ef_money_currency = c(10, 
    5, 5, 10, 10, 10, 10, 5, 0, 10, 0, 0, 5, 10, 0, 0, 0, 10, 
    5, 10, 5, 10, 10, 0, 5, 10, 0, 10, 5, 0, 0, 10, 5, 5, 5, 
    0, 10, 0, 10, 10, 10, 10, 10, 5, 10, 10, 10, 0, 0, 10, 10, 
    0, 10, 10, 10, 5, 5, 10, 5, 0, 5, 5, 10, 10, 10, 0, 5, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 
    10, 5, 10, 10, 10, 10, 5, 5, 5, 0, 0, 10, 5, 10, 5, 5, 10, 
    5, 0, 0, 0, 0, 0, 10, 10, 10, 0, 5, 10, 10, 0, 10, 0, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 5, 10, 5, 10, 10, 
    10, 5, 10, 0, 5, 10, 5, 10, 10, 10, 10, 10, 5, 5, 10, 0, 
    10, 0, 10, 10, 0, 10, 10, 10, 10, 5, 0, 10, 10, 5, 10, 5, 
    5, 10, 10, 10, 10, 5, 0, 10, 0, 0, NA, 10, 0, 0, 0, 10, 5, 
    10, 5, 10, 10, 0, 5, 10, 0, 10, 5, 0, 0, 10, 5, 5, 5, 0, 
    10, 0, 10, 10, 10, 10, 10, 5, 10, 10, 10, 0, 0, 10, 10, 0, 
    10, 10, 10, 5, 5, 10, 5, 0, 5, 5, 10, 10, 10, 0, 5, 10, 10, 
    NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 
    5, 10, 10, 10, 10, 5, 5, 5, 0, 0, 10, 5, 10, 5, 5, 10, 5, 
    0, 0, 0, 0, 0, 10, 10, 10, 0, 5, 10, 10, 0, 10, 0, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 0, 5, 10, 5, 10, 10, 10, 
    5, 10, 0, NA, 10, 5, 10, 10, 10, 10, 10, 5, 5, 10, 0, 10, 
    0, 10, 10, 0, 10, 10, 10, 10, 5, 0, 10, 10, 5, 10, 5, 5, 
    5, 10, 10, 10, 5, 0, 10, 0, 0, NA, 10, 0, 0, 0, 10, 5, 10, 
    5, 10, 10, 0, 5, 10, 0, 10, 5, 0, 0, 10, 5, 5, 5, 0, 10, 
    0, 10, 0, 10, 10, 10, 0, 10, 10, 10, 0, 0, 10, 10, 0, 10, 
    10, 10, 5, 10, 10, 5, 0, 5, 5, 10, 10, 10, 0, 0, 10, 10, 
    NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 
    5, 10, 5, 10, 10, 5, 5, 5, 0, 0, 10, 5, 10, 5, 5, 10, 5, 
    0, 0, 0, 0, 0, 10, 10, 10, 0, 5, 10, 10, 0, 10, 5, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 0, 5, 10, 5, 10, 10, 10, 
    5, 10, 0, NA, 10, 5, 10, 10, 10, 10, 10, 5, 0, 10, 0, 10, 
    0, 10, 10, 0, 10, 10, 10, 10, 5, 0, 10, 10, 5, 10, 5, 5, 
    5, 10, 10, 10, 5, 0, 10, 0, 0, NA, 10, 0, 0, 0, 10, 5, 10, 
    5, 10, 10, 0, 5, 10, 0, 10, 5, 0, 0, 10, 5, 5, 5, 0, 10, 
    0, 10, 0, 10, 10, 10, 0, 10, 10, 10, 0, 0, 10, 10, 0, 10, 
    10, 10, 5, 10, 10, 5, 0, 5, 5, 10, 10, 10, 0, 0, 10, 10, 
    NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 
    5, NA, 5, 10, 10, 5, 5, 5, 0, 0, 10, 5, 10, 5, 5, 10, 5, 
    0, 0, 0, 0, 0, 10, 10, 10, 0, 5, 10, 10, 0, 10, 5, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 0, 5, 10, 5, 10, 10, 10, 
    5, 10, 0, NA, 10, 5, 10, 10, 10, 10, 10, 5, 0, 10, 0, 10, 
    0, 10, 10, 0, 10, 10, 10, 10, 5, 0, 10, 10, 5, 10, 5, 5, 
    5, 10, 10, 10, 5, 0, 10, 0, 0, NA, 10, 0, 0, NA, 10, 5, 10, 
    5, 10, 10, 0, 5, 10, 0, 10, 5, 0, 0, 10, 5, 5, 10, 0, 10, 
    0, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 0, 10, 10, 0, 5, 
    10, 10, 5, 10, 10, NA, 0, 5, 5, 10, 10, 10, 0, 0, 10, 10, 
    NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 
    5, NA, NA, 10, 10, 5, 5, 5, 0, 0, 10, 5, 10, 5, 5, 10, 5, 
    0, 0, 0, 0, 0, 10, 10, 10, 0, 5, 10, 10, 0, 10, 5, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 0, 5, NA, 5, 10, 10, 10, 
    5, 10, 0, NA, 10, 5, 10, 10, 10, 10, 10, 5, 0, 10, 0, 10, 
    0, 10, 10, 0, 10, 10, 10, 10, 5, 0, 10, 10, 0, 10, 5, 5, 
    5, 10, 10, 10, 5, 0, 10, 0, 0, NA, 10, 0, 0, NA, 10, 5, 10, 
    5, 10, 10, 0, 5, 10, 0, 10, 0, 0, 0, 10, 5, 5, 10, 0, 10, 
    0, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 0, 10, 10, 0, 5, 
    10, 10, 5, 10, 10, NA, 0, 5, 10, 10, 10, 10, 0, 0, 10, 10, 
    NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 
    5, NA, NA, 10, 10, 5, 5, 5, 0, 0, 10, 5, 10, 5, 5, 10, 5, 
    0, 0, 0, 0, 0, 10, 10, 10, 0, 5, 10, 10, 0, 10, 5, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 0, 5, NA, 5, 10, 10, 10, 
    5, 10, 0, NA, 10, 5, 10, 10, 10, 10, 10, 5, 0, 10, 0, 10, 
    0, 10, 10, 0, 10, 10, 10, 10, 5, 0, 10, 10, 0, 10, 5, 5, 
    5, 10, 10, 10, 5, 0, 10, 0, 0, NA, 10, 0, 0, NA, 10, 5, 10, 
    5, 10, 10, 0, 5, 10, 0, 10, 0, 0, 0, 10, 5, 5, 10, 0, 5, 
    0, 5, 10, 10, 10, 10, 0, 10, 10, 10, 0, 0, 10, 10, 0, 5, 
    10, 10, 5, 10, 10, NA, 0, 5, 10, 10, 10, 10, 0, 0, 10, 10, 
    NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 
    5, NA, NA, 10, 10, 5, 5, 0, 0, 0, 10, 5, 10, 5, 5, 10, 5, 
    0, 0, 0, 0, 0, 10, 10, 10, 0, 5, 10, 10, 0, 10, 5, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 0, 5, NA, 5, 10, 10, 10, 
    5, 10, 0, NA, 10, 5, 10, 10, 5, 10, 5, 5, 0, 10, 0, 10, 0, 
    10, 10, 0, 10, 10, 10, 10, 5, 0, 10, 10, 0, 10, 5, 5, 5, 
    10, 10, 10, 5, 0, 10, 0, 0, NA, 10, 0, 0, NA, 10, 5, 10, 
    5, NA, 10, 0, 5, NA, 0, 10, NA, 0, 0, 10, 5, 5, 10, 0, 5, 
    0, 5, 10, 10, 10, 5, 0, 10, 10, 10, 0, 0, 10, 10, 0, NA, 
    10, 10, 10, 10, 10, NA, 0, 5, 10, 10, 10, 10, 5, 0, 5, 10, 
    NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, NA, 
    5, NA, NA, 10, 10, 5, 5, 0, 0, 0, 10, 5, 10, 5, 5, 10, 5, 
    0, 0, 0, 0, 0, 10, 10, 10, 0, 5, 10, 10, 0, 10, 5, 10, 10, 
    5, 10, 10, NA, 10, 10, 5, NA, 0, 5, NA, 5, 10, 10, 10, 5, 
    10, 0, NA, NA, NA, 10, 10, 5, 10, NA, 5, 0, NA, 0, 10, 0, 
    10, 10, 0, 10, 10, 10, 10, 5, 0, NA, 10, 0, 10, 5, 5, 5, 
    10, 10, 10, 5, 0, 10, 0, 0, NA, 10, 5, 0, NA, 10, 5, 10, 
    5, NA, 10, 0, 5, NA, 0, 10, NA, 0, 0, 10, 5, 5, 10, 0, 5, 
    0, 5, 10, 10, 10, 5, 0, 10, 10, 10, 0, 0, 10, 10, 0, NA, 
    10, 10, 10, 10, 10, NA, 0, 5, 10, 10, 10, 10, 10, 0, 5, 10, 
    NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, NA, 
    5, NA, NA, 10, 10, 5, 5, 0, 0, 0, 10, 5, 10, 5, 5, 10, 5, 
    0, 5, 0, 0, 0, 10, 10, 10, 0, 5, 10, 10, 0, 10, 5, 10, 10, 
    5, 10, 10, NA, 10, 10, 5, NA, 0, 5, NA, 5, 10, 10, 10, 5, 
    10, 0, NA, NA, NA, 10, 10, 5, 10, NA, 5, 0, NA, 0, 10, 0, 
    10, 10, 0, 10, 10, 10, 10, 5, 0, NA, 10, 0), ef_money = c(9.5536573899999997, 
    7.2538935809999998, 5.606605364, 5.6143359740000003, 9.5219399510000002, 
    9.4525402780000007, 9.4328297770000002, 7.513486983, 6.890103656, 
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    9.6497035849999993, 6.8671224540000004, 8.3458155909999991, 
    9.6296301569999994, 7.7808366119999999, 6.3988236289999998, 
    8.259076039, 7.7622473029999997, 9.3578451850000004, 9.5084487929999995, 
    9.4916772429999998, 7.1704661999999999, 8.0999490430000005, 
    9.3616325499999995, NA, NA, 9.5348989290000006, 9.4922158000000003, 
    9.7409159610000007, 8.6848199800000003, 9.6288858340000001, 
    9.6582074339999995, 8.948409024, 9.0996852770000007, 9.6624416580000005, 
    7.5807000579999997, 8.635584948, 7.3453206089999998, 9.4707227849999995, 
    9.5691629119999995, 7.9096141729999996, 9.1188560479999996, 
    6.6108245329999997, 9.4090661460000007, 9.4562623240000008, 
    8.3144530630000002, 8.0480985680000003, 6.2150687649999998, 
    7.0132035750000004, 6.9904857849999997, 9.6536750920000003, 
    7.7363840479999997, 9.5901118109999999, 8.1502287990000006, 
    7.7937122790000002, 9.0416618569999994, 8.4010945800000005, 
    7.2931968190000003, 6.3907382879999997, 6.2992057050000003, 
    6.6395478179999996, 6.4024226940000002, 9.7502082160000008, 
    9.5079115489999992, 8.8976857519999992, 6.7804208839999998, 
    7.9393134830000003, 9.5142302280000006, 8.3423043789999998, 
    6.3825148729999999, 9.3533535959999998, 6.5015513220000001, 
    9.2238849389999995, 9.5646131479999994, 9.4441420540000003, 
    9.6208056820000003, 9.6770476439999999, 8.3706812520000007, 
    9.3987820210000006, 8.5165318980000002, 9.3868817280000005, 
    8.3316023300000008, 7.0640815180000001, 7.845666799, 9.3263008079999992, 
    7.0687713309999998, 9.8388534700000001, 9.7350950780000005, 
    9.7676545130000001, 8.1012935749999997, 9.7626754459999994, 
    6.8777452630000004, NA, 8.8624537419999996, 7.93904137, 9.7126104529999999, 
    9.8052078869999999, 4.8695766200000001, 9.6346726040000004, 
    9.0934156480000006, 8.0589403399999995, 8.454208908, 8.8499150380000007, 
    7.0093466549999999, 8.2549709149999995, 7.058311561, 9.07766713, 
    8.5991909339999992, 3.2531579879999999, 8.4172192680000002, 
    9.8419265580000008, 9.7610512919999994, 9.0788821039999998, 
    1.9421010649999999, 6.1774324250000001, 8.0671987830000003, 
    8.7159353520000007, 8.1801775439999993, 9.6293195049999998, 
    7.2029444849999997, 6.7897371839999998, 4.7770954779999997, 
    9.3582723140000006, 9.2648151849999998, 9.6120992770000004, 
    7.4457607899999996, 6.8729049140000003, 9.1194778680000006, 
    7.0210553249999998, 7.0747414270000002, NA, 9.7304220810000004, 
    6.8435079840000004, 6.9059131679999997, 6.8621346299999999, 
    8.7253626939999993, 8.5316515600000002, 8.8734275759999992, 
    8.2272303240000006, 8.9857951800000002, 9.2405575189999993, 
    6.9571581340000002, 8.0404655819999995, 9.2601425460000009, 
    7.1609229430000001, 9.6041244979999991, 8.5073350469999998, 
    5.3792534349999999, 6.4378661509999997, 8.9310465220000008, 
    8.194526948, 8.1477361960000003, 7.5733394629999999, 5.9241569509999996, 
    9.4178505470000005, 7.0124486619999997, 9.3003671469999993, 
    7.2306823079999996, 9.5604540119999992, 9.7102561049999991, 
    9.526790342, 6.864120153, 8.8312104740000006, 9.7064068020000001, 
    9.1293391229999994, 5.4675398209999999, 6.0820582439999997, 
    9.5403628470000008, 9.7401975230000009, 5.9754161799999999, 
    9.2215390070000005, 9.1050389050000007, 9.6075605510000006, 
    6.8456863190000004, 9.7045667800000004, 9.5880377279999998, 
    7.5169225900000001, 6.3361237929999996, 8.0321095469999992, 
    8.1621689610000008, 9.2128020750000008, 9.3823797639999995, 
    9.4897682620000001, 7.2058764880000004, 6.8969480680000004, 
    9.2642074189999999, NA, NA, 9.6295572400000005, 9.5247302630000004, 
    9.7947709679999999, 8.4267138450000001, 9.5335236749999996, 
    9.4900649339999994, 8.9822728460000008, 8.9858566710000005, 
    9.5607518379999998, 8.3032231630000002, 8.6755494459999998, 
    7.164568536, 9.2887267080000004, 9.713778392, 7.7280460780000002, 
    9.1397524820000005, 5.9864885259999996, 9.4096192750000007, 
    9.4857497590000008, 8.3160205559999998, 8.0415398699999994, 
    5.7970799700000004, 6.8477761560000001, 6.93444108, 9.6276409540000003, 
    7.0013776139999999, 9.5806307670000006, 8.0621984550000008, 
    7.8342004809999999, 8.5301146180000007, 8.579086685, 7.3511493200000002, 
    6.4975230059999998, 6.6148282439999999, 6.7334803430000001, 
    6.4251902789999997, 9.7997598139999997, 9.454369003, 8.8825182100000006, 
    6.7866829099999997, 7.9491672099999997, 9.6298511130000009, 
    8.7767573910000003, 6.2136828639999999, 9.2443592500000005, 
    7.804362555, 9.2704778720000007, 9.3824113590000007, 9.3656982249999992, 
    9.7087627659999995, 9.8159013569999995, 9.1189958799999999, 
    9.4337188049999998, 8.9517676040000005, 9.4839519919999997, 
    8.4794793330000005, 7.1490409850000001, 7.72608183, 9.1031623540000002, 
    7.2696290750000001, 9.4494036539999993, 9.8063861150000005, 
    9.7687590400000008, 8.0366417729999995, 9.8360304089999993, 
    6.9722411270000002, NA, 9.1682922779999991, 7.999256205, 
    9.7827637299999992, 9.756705019, 5.1195766200000001, 9.6372965760000007, 
    9.1222839610000008, 7.9173693810000003, 7.1292166740000003, 
    8.7941190930000008, 7.0995934070000004, 8.5922558949999992, 
    6.9691736009999996, 9.0334121100000004, 8.708058158, 5.9262050820000001, 
    8.7368704709999996, 9.7517569080000008, 9.3896494009999998, 
    9.0529553780000001, 3.1861069720000001, 6.1995926609999996, 
    8.7412277980000006, 8.9831613600000004, 7.966798024, 9.6909422250000006, 
    7.1708567990000001, 6.7277620049999998, 6.2476366629999998, 
    9.1766102820000004, 9.2523855959999999, 9.6280449269999995, 
    6.7675430079999996, 7.1073967969999998, 8.7116481950000004, 
    6.7542240900000001, 6.9549553350000002, NA, 9.7822219189999995, 
    7.037076345, 7.0713979770000002, 6.8798040560000002, 8.4330041579999993, 
    8.6033174999999993, 8.3890322039999994, 8.1279100549999992, 
    8.1801766219999994, 9.4279681740000001, 6.9922130149999999, 
    7.9401112009999997, 9.4988141410000004, 6.9656018209999999, 
    9.4721067829999992, 8.4927820179999998, 6.5020957609999996, 
    6.1510004780000003, 9.0186672869999995, 8.2642361560000008, 
    8.1284143170000007, 6.8144674199999997, 4.9744190389999998, 
    9.3215671909999998, 6.8538659300000004, 9.2627491939999995, 
    7.2859132080000002, 9.4943429439999996, 9.7670307950000002, 
    9.4888003269999999, 6.7962949000000004, 8.9193872330000001, 
    9.5222147669999995, 8.7595810059999994, 5.1594019429999998, 
    5.7941465809999997, 9.5497102680000001, 9.7501560870000006, 
    5.4327524949999999, 9.2306567679999993, 8.9216847850000001, 
    9.5925543550000008, 7.0641861490000002, 9.5417461750000001, 
    9.4834891740000007, 6.854591214, 6.590688654, 7.9168700789999997, 
    7.7890712080000002, 9.3759990450000004, 9.3876473459999996, 
    9.4877269299999991, 6.8875791739999999, 6.7208385179999999, 
    9.1382591780000002, 5.5295559909999996, NA, 9.7129242799999993, 
    9.5858902050000001, 9.832477763, 8.7577596549999992, 9.7658961170000005, 
    9.376966651, 8.9744062820000003, 8.8888391720000008, 9.6077730330000009, 
    7.7972452849999998, 8.291847701, NA, 9.1756719120000003, 
    9.6033359960000002, 8.1607057360000006, NA, 5.8120272809999998, 
    9.1449001110000001, 9.2049799399999994, 8.3034490779999999, 
    8.0580373959999996, 5.7488791470000002, 6.6045301529999998, 
    6.8566380410000001, 9.5248827719999998, 6.8915324910000004, 
    9.6719002389999993, 8.0678560269999995, 7.639287714, 7.9396085039999997, 
    8.5093978850000003, 7.2596419870000002, 6.4433474840000002, 
    6.4801920580000001, 6.6121056070000002, 6.4165570809999997, 
    9.6614050539999994, 9.4934620790000004, 8.5698008249999997, 
    6.7180602279999997, 7.6265714229999997, 9.4217065309999999, 
    7.9545787150000002, 6.0306350230000003, 9.0327440830000008, 
    7.6121986990000003, 9.2493461159999999, 9.2874746810000008, 
    9.4313613249999992, 9.5898237200000001, 9.8645297040000006, 
    8.1518891870000001, 9.5206234369999994, 8.6186357059999992, 
    8.9709936159999994, 7.872721834, 7.106772576, 7.757348726, 
    8.2568673710000002, 7.310063789, 9.2326571719999997, 9.7889958890000006, 
    9.6596914680000001, 8.1716779129999999, 9.8632170650000006, 
    6.9538488569999997, NA, 9.3692236199999996, 7.8842692059999999, 
    9.8048010530000003, 9.7027942970000005, 4.8695766200000001, 
    9.6408504120000007, 9.263974653, 7.7422708130000002, 7.0525287920000004, 
    8.6801994610000008, 7.0345119650000001, 8.1724984920000008, 
    6.8685572439999998, 9.0233192379999991, 8.5072839869999992, 
    6.5841913180000002, 8.6118392549999996, 9.7245090639999994, 
    9.4202973829999994, 8.9558413970000004, 3.3497609960000001, 
    6.2413344410000002, 8.0946865720000005, 8.7692600239999994, 
    6.8955295699999999, 9.7107404010000007, 6.9967658459999997, 
    6.5584388100000002, 6.5753530309999997, 9.3412532949999996, 
    9.5149835100000004, 9.5376779710000008, 6.8608903349999997, 
    7.0803015370000004, 8.6055674569999994, 6.7156995799999999, 
    6.5268089050000002, NA, 9.6496821849999996, 6.9996292840000001, 
    6.8678516099999998, NA, 8.7480410679999991, 8.2821230109999995, 
    8.4507224450000002, 8.1139040560000009, 8.1714523529999994, 
    9.4683404800000002, 6.7024252520000003, 7.0303795490000001, 
    9.2605203399999994, 6.9672945129999997, 9.3815390829999998, 
    8.2966621820000004, 6.6970548269999997, 5.6046614960000003, 
    8.8708887819999998, 8.0317135359999998, 8.1327134210000001, 
    7.8152699209999996, 4.7400102510000002, 9.2899287650000009, 
    6.6943537329999998, 9.5583697129999994, 9.5185583890000007, 
    9.4401512660000009, 9.6085511340000007, 9.4188621529999992, 
    6.5821585779999996, 9.2192736810000007, 9.3123997480000007, 
    8.8430387340000003, 4.6736095219999996, 6.4224088720000001, 
    9.4360729039999995, 9.6575671950000004, 5.478621285, 8.2099417649999999, 
    9.1703273769999996, 9.4868030010000002, 7.1885623680000004, 
    9.5738228870000004, 9.3868598389999995, NA, 6.5876960320000002, 
    7.949550801, 7.1202095630000004, 9.3883404370000001, 9.1877558579999992, 
    9.5217168619999999, 6.6996085259999996, 6.7278168650000003, 
    8.9072230280000007, 6.3784561279999998, NA, 9.6722423689999992, 
    9.3918688499999998, 9.6621642399999992, 8.6084049920000005, 
    9.8418967619999993, 9.2213990310000007, 8.4614186769999993, 
    8.7792666829999995, 9.5468478169999997, 7.8873537530000002, 
    8.3631520239999997, NA, 8.9619178930000007, 9.3704545199999991, 
    7.9175101870000004, NA, NA, 8.8783431700000008, 9.2604682460000003, 
    8.1839069250000005, 8.0400561590000006, 6.5966430379999998, 
    6.4991018360000004, 6.3672943880000004, 9.4702246849999998, 
    6.8502735360000004, 9.4342820229999997, 8.1020749989999992, 
    7.7405217789999998, 7.5958639239999997, 8.0255219150000006, 
    7.136424721, 6.3530457619999998, 6.4599731939999998, 6.6651316459999999, 
    6.4003299010000001, 9.5249241710000003, 9.6232841560000004, 
    8.489990959, 6.5823804790000002, 7.461407425, 9.4400840010000007, 
    7.5554764920000004, 6.0209270620000002, 8.8807469930000007, 
    7.5561307549999999, 9.1096561569999999, 9.3178975590000004, 
    9.4198059399999998, 9.5527928240000008, 9.7180535649999999, 
    7.9354317459999999, 9.3794236269999995, 8.6298071660000009, 
    8.9012019519999992, 7.70344549, 7.0272973280000004, 7.868781051, 
    NA, 7.1369066480000001, 9.0329165459999992, 9.5749411430000002, 
    9.4977902230000009, 8.1011140229999992, 9.7448027610000008, 
    6.4921895760000004, NA, 9.1716341890000006, 7.648990027, 
    9.7197571909999994, 9.4009625890000006, 6.4709704129999999, 
    9.4220716020000008, 8.7377634069999992, 7.2936873479999997, 
    6.9431633509999999, 8.9763413510000003, 6.7724205289999997, 
    7.6677179339999997, 6.787110652, 8.8387188309999996, 8.054567381, 
    6.4188588229999999, 8.6364573930000006, 9.7561841660000006, 
    9.3235422400000001, 9.182537645, 4.725226148, 5.9704705179999999, 
    7.7371419589999997, 8.9705610650000001, 5.3787420150000003, 
    9.7752597960000003, 7.1232538310000004, 5.6717523239999998, 
    7.0737346800000003, 9.1488822229999993, 9.4068731260000007, 
    9.585767272, 6.4548877060000001, 7.1103237549999996, 8.5457728549999992, 
    6.4883408219999996, 6.4056105030000001, NA, 9.6671133030000007, 
    7.126603083, 6.8912309379999996, NA, 8.4898698560000003, 
    8.0928295610000003, 8.4333696029999992, 8.2028733989999996, 
    8.1769633979999998, 9.3150437450000005, 6.8562360379999996, 
    7.1586625250000004, 9.2488901319999997, 6.779000527, 9.1229513959999995, 
    6.8520051180000001, 6.7576540500000002, 6.1078253480000004, 
    8.881328195, 7.8982966149999996, 8.1514351999999999, 7.7958895479999999, 
    4.594798419, 9.3520230299999998, 6.5073882129999996, 9.5110100109999998, 
    9.4953315939999996, 9.4766408299999991, 9.6744218429999993, 
    9.3126456340000008, 6.4987986260000001, 9.0655235689999998, 
    9.1330870700000002, 8.9446418390000009, 3.2881895289999998, 
    6.4656075419999999, 9.4759635739999997, 9.6250640529999991, 
    5.420098372, 8.1146154900000003, 9.0313993559999997, 9.5617340609999992, 
    7.148272961, 9.5992851269999999, 9.2964495839999994, NA, 
    6.0926836770000001, 7.8029556910000002, 8.0101195759999992, 
    9.2950682249999996, 9.2143366049999997, 9.6142815909999992, 
    6.766646927, 6.6680979039999997, 9.0845925899999997, 7.484010799, 
    NA, 9.5899172900000007, 9.0792163170000002, 9.656541464, 
    8.1797508659999991, 9.8761286659999996, 9.0995250789999993, 
    8.1725261329999999, 8.3757264490000001, 9.4709523939999993, 
    7.9364191630000001, 7.9067721730000002, NA, 8.9751685430000006, 
    9.4127037809999994, 8.0249474040000006, NA, NA, 9.2485160460000007, 
    9.3650109330000006, 8.1157185789999993, 7.8918707169999998, 
    7.3537378489999998, 6.4950209660000002, 6.6135081329999998, 
    9.4995792489999999, 6.7632780830000003, 9.2169747599999994, 
    8.1155048399999998, 7.554707756, 7.8038508630000001, 7.6913487800000002, 
    7.1716239640000001, 6.126530035, 5.942133181, 6.2602978629999999, 
    6.3354184279999997, 9.5378895089999993, 9.5621382540000006, 
    8.4905734400000004, 6.6669527640000004, 7.2029402999999999, 
    9.3704317279999998, 7.5910837930000001, 6.2253366830000001, 
    8.7394647849999991, 7.2538910449999996, 8.8666082740000007, 
    9.4430111409999995, 9.2833071969999992, 9.5295291350000007, 
    9.693161516, 8.0817467389999997, 9.3453328730000003, 8.5492924049999992, 
    9.0257070499999994, 7.760610979, 7.0125036239999998, 7.8658133770000003, 
    NA, 6.861428729, 8.8820509059999999, 9.5724706309999998, 
    9.5393943140000008, 8.2601213040000001, 9.6809719839999993, 
    6.4626880729999998, NA, 8.4534993029999992, 7.8434352970000001, 
    9.6303574750000003, 9.3309331279999999, 8.6042364080000002, 
    9.5460668559999995, 7.8773930649999997, 7.4155181560000001, 
    7.0386684900000001, 8.8462967419999998, 6.5782118729999999, 
    8.2015485899999998, 6.7968556319999998, 8.9777432410000007, 
    8.0788737200000007, 6.0415212609999998, 8.6223946300000005, 
    9.5569714559999994, 9.3056301730000008, 9.0860623090000008, 
    4.7134092450000002, 5.6897911519999997, 7.7380661569999996, 
    8.9490591380000009, 4.1091979519999997, 9.7250224670000005, 
    7.1746499720000001, 5.5702264599999998, 6.587399456, 9.1791405959999999, 
    9.472435741, 9.6420622330000008, 6.2522512539999999, 7.2983871459999996, 
    8.3922107320000006, 6.4831238229999997, 6.5784308009999997, 
    NA, 9.6942639039999996, 7.2305240380000004, 6.803341734, 
    NA, 8.6988991260000006, 8.2654736240000002, 8.2654136240000007, 
    7.9672029110000002, 8.3110218929999995, 9.5103411250000001, 
    6.8733022129999997, 7.006742494, 9.2646271420000001, 6.7366291340000002, 
    9.4570525249999999, 7.1569265230000001, 6.9450217949999997, 
    6.2966649070000003, 8.9422177129999998, 7.8853254530000001, 
    8.2028175860000001, 7.8851915699999999, 4.691992666, 7.9951485980000001, 
    6.5578415720000001, 8.4171527850000007, 9.4353737409999994, 
    9.4494022399999995, 9.5959491329999995, 9.238978414, 6.3791635449999999, 
    8.8112157100000008, 9.2522190129999995, 9.4339002599999997, 
    5.393755906, 6.6667614009999996, 9.6171239740000001, 9.6656153450000009, 
    5.6520281380000004, 7.9220444260000003, 8.8040751149999998, 
    9.5919946350000007, 7.1280271480000001, 9.6650369630000004, 
    9.3702586920000002, NA, 6.2645863290000001, 7.9595635189999996, 
    8.0262759100000007, 9.3514531699999992, 9.310312283, 9.5959191809999993, 
    5.9248884110000004, 6.4162713699999996, 8.9877674519999999, 
    8.6764819289999995, NA, 9.4813461910000001, 8.9590561070000003, 
    9.6633436780000004, 7.9752439710000003, 9.8867199800000005, 
    9.1242601820000004, 8.2447620659999998, 8.7413745209999991, 
    9.5771508010000002, 8.0658586139999997, 8.2060275919999999, 
    NA, 8.9325396940000008, 9.3324726850000008, 7.8396675269999996, 
    NA, NA, 9.3653053039999996, 9.3544864370000003, 7.9707616640000003, 
    7.853744871, 5.7315466940000004, 6.5247809879999998, 6.8629671400000003, 
    9.5389179710000001, 6.4853210409999997, 9.278094415, 8.0660037520000003, 
    7.3835354219999996, 7.2205011649999999, 8.3219613799999994, 
    7.068068985, 5.8561126159999999, 5.7327536959999996, 6.3642032620000002, 
    6.2647334109999999, 9.5586125769999999, 9.6481186860000001, 
    8.2898701369999994, 6.6094229960000002, 6.5918011950000004, 
    9.3195003019999998, 7.2868836420000003, 6.040278915, 9.1274040149999998, 
    7.2720394769999999, 8.6478668929999998, 9.2719211930000007, 
    9.2914301439999996, 9.3910900389999998, 9.7514956349999995, 
    7.9452133900000002, 9.1011422520000007, 8.4665391749999994, 
    8.9531996510000003, 7.8434772529999996, 7.0268070439999999, 
    7.9428097529999997, NA, 6.9493364690000003, 8.9120423889999998, 
    9.8104756900000005, 9.5491264959999995, 8.1845200719999998, 
    9.6692391440000005, 6.5481856980000002, NA, 8.8197966440000002, 
    7.8866593399999996, 9.6443692250000002, 9.3907713879999992, 
    7.2762666779999998, 9.6343739559999992, 7.5132902350000004, 
    7.7112713880000001, 7.056335432, 8.7437347069999998, 6.6903765679999996, 
    8.0566190770000006, 6.8530037180000001, 8.8567886330000007, 
    8.7124517420000007, 5.5978619009999999, 8.3167733520000002, 
    9.5842797009999998, 9.6782388949999998, 8.9805188840000003, 
    4.7242205750000004, 5.9259237630000001, 7.7451494949999997, 
    8.8651058999999997, 1.972, 9.6330211600000002, 7.0133773509999999, 
    5.238258976, 7.026121528, 9.4373111030000008, 9.6237255959999999, 
    9.5775692350000003, 6.5768872930000004, 7.0749731919999999, 
    8.2603539799999997, 6.7351598130000001, 6.6590944539999999, 
    NA, 9.6431447630000005, 7.0672227129999996, 6.7210065019999998, 
    NA, 8.7318786789999994, 8.301090855, 8.4226887749999992, 
    7.9317451400000003, NA, 9.4430537050000005, 6.7480738459999996, 
    6.7778439119999998, NA, 6.6035820190000001, 9.5503272260000003, 
    NA, 7.0483223669999999, 5.6592339860000003, 9.0977641180000006, 
    8.0465380490000005, 8.1292467599999991, 8.3295918100000002, 
    4.7272360090000003, 7.8561944969999997, 6.6174706820000004, 
    8.493249058, 9.4175172810000003, 9.4777745509999995, 9.4944905780000006, 
    8.1185401610000003, 6.3585098860000002, 8.6646324430000004, 
    9.2753750109999995, 9.5092197570000003, 5.7664940089999996, 
    6.7576476950000002, 9.5540103490000003, 9.6606081289999999, 
    5.684302132, NA, 9.2360106349999995, 9.5323481599999997, 
    8.1572577699999993, 9.6263110909999998, 9.4025827960000008, 
    NA, 6.2644514710000001, 7.9438063520000002, 8.6483993330000004, 
    9.2359808599999997, 9.2781745830000002, 9.5349072810000006, 
    6.5466706889999999, 6.5523011279999999, 7.7067707219999999, 
    8.1787089309999992, NA, 9.1219094409999997, 8.8446835069999992, 
    9.5837313650000002, 8.2165784760000005, 9.7739948840000004, 
    9.2252856399999992, 8.2918392310000009, 8.6469196109999995, 
    9.489224085, 7.8661716430000004, 8.3440787600000004, NA, 
    8.8963057499999998, NA, 7.6543483810000001, NA, NA, 9.1551416250000006, 
    9.5541073510000007, 7.9561176820000004, 7.5492080760000002, 
    5.7155755389999996, 6.501950184, 6.7580767550000003, 9.4608594779999997, 
    6.7084822989999999, 9.1979147379999997, 7.9675834849999996, 
    7.7421753600000001, 7.9787821729999999, 8.1928609080000001, 
    7.0172223599999999, 6.5338241889999997, 6.2532628020000001, 
    6.0948321730000004, 6.1256043829999998, 9.5028552380000004, 
    9.6975629110000003, 8.7065002549999999, 6.5032464340000002, 
    6.1628814460000001, 9.2356271559999996, 7.3391820040000004, 
    5.9808203620000002, 9.0877791890000008, 7.0357964859999997, 
    8.700206712, 9.2338503460000005, 7.9781668379999999, 9.3232356250000006, 
    9.6071846759999993, NA, 9.0341643470000008, 8.2957099470000006, 
    7.5071772640000001, NA, 7.0229617280000003, 7.7201032420000004, 
    NA, 7.5401450140000001, 9.1641708640000008, 9.7212281189999992, 
    9.6328255509999998, 7.9178214120000003, 9.5716598229999992, 
    6.6943122129999999, NA, NA, NA, 9.5709165679999995, 9.2904156090000001, 
    7.2994515270000004, 9.6493305800000009, NA, 7.5254725689999997, 
    7.0831980400000001, NA, 6.6324723810000004, 8.0643895489999995, 
    6.8070457219999998, 8.9145153409999995, 8.3961149689999992, 
    5.3204388040000001, 8.1334309860000005, 9.4997078500000001, 
    9.6047512780000002, 8.8349764289999992, 5.5103747280000004, 
    5.9417665810000004, NA, 8.5468817930000007, 0.94750000000000001, 
    9.3953412289999996, 7.6145662190000003, 5.0328363879999998, 
    6.8957680479999999, 8.8824980880000002, 9.4257329399999996, 
    9.5436229259999994, 6.3030035470000003, 6.8225334389999999, 
    9.0896563080000004, 6.386137154, 6.048770234, NA, 9.4798758539999994, 
    8.1802833110000002, 6.1103709200000003, NA, 7.9737625489999999, 
    7.9084795010000004, 8.6958105260000007, 7.8651005969999996, 
    NA, 8.7372459599999992, 6.638917169, 6.0418165110000004, 
    NA, 6.7428021420000004, 9.5420254989999993, NA, 6.6266632310000002, 
    5.9025774699999998, 8.8221623200000003, 8.1284783360000006, 
    7.8673364059999997, 7.6261110639999998, 4.9253875620000001, 
    7.4111810589999996, 6.3975861250000001, 8.091470889, 9.2997196330000005, 
    9.1367929429999997, 9.3656516560000007, 5.9116111939999998, 
    6.1041768830000001, 8.2554533370000005, 9.2674744689999997, 
    9.0755832709999993, 3.8716739489999998, 6.4162054289999997, 
    9.4661518329999996, 9.5441392960000009, 6.0807904319999997, 
    NA, 9.0772562089999997, 9.5147648730000007, 8.3885804329999996, 
    9.5983976579999997, 8.9277789559999992, NA, 5.7355065139999999, 
    7.7542954159999997, 8.1317957700000001, 8.8817180409999992, 
    9.5361006980000003, 9.24507923, 7.6854014629999998, 6.6899926069999998, 
    7.5480477190000004, 7.8787452589999996, NA, 9.482405365, 
    9.0715172210000006, 9.4795589160000002, 7.6599043719999997, 
    9.7708387880000007, 8.3465757939999996, 8.4829679549999994, 
    7.6829172769999996, 9.4704851179999991, 8.4944793319999992, 
    7.3995036330000001, NA, 8.902555542, NA, 7.4038864369999997, 
    NA, NA, 8.6875366369999991, 9.4344620859999999, 7.5578602290000001, 
    7.6650504650000002, 5.6406550580000001, 6.5805726360000003, 
    6.2826681049999999, 9.4572406919999992, 6.9209075120000003, 
    8.9992684310000008, 7.9811181329999998, 7.221812828, 7.4526781680000003, 
    7.807726154, 6.7210350380000001, 7.6346475470000001, 4.935833014, 
    6.1212839910000003, 6.3570766409999999, 9.5249899080000002, 
    9.6083143520000007, 8.0254566690000004, 6.1997869400000001, 
    6.0370429779999997, 9.2964917630000006, 7.8628247800000004, 
    5.6666371340000001, 8.7431501950000001, 6.6522710519999997, 
    8.5771422039999994, 9.0151627489999999, 7.7779434390000004, 
    9.2139929340000002, 9.5509560669999995, NA, 8.2431118819999991, 
    8.4323766970000005, 7.2885095680000003, NA, 6.8319566189999996, 
    7.3377976680000003, NA, 7.3182108169999998, 9.1001470940000004, 
    9.4786101689999995, 9.4237036859999996, 7.5169705960000002, 
    9.5276934489999991, 5.8577147460000001, NA, NA, NA, 9.3662244050000005, 
    9.3992794449999995, 6.9312647089999997, 9.6625303060000007, 
    NA, 7.4010623960000004, 6.9807643129999999, NA, 6.420255611, 
    8.4801207129999998, 6.765653404, 8.5749905510000008, 8.7884964740000004, 
    4.6096093229999999, 8.2525730460000002, 9.4066915770000001, 
    9.6862623560000003, 8.4478592339999992, 5.2969555220000002, 
    5.2532937019999997, NA, 8.3676339300000002, 2.3866327219999999
    ), ef_trade_tariffs_revenue = c(9.6266666670000003, 8.4800000000000004, 
    8.9933333330000007, 6.0599999999999996, 8.8666666670000005, 
    8.5800000000000001, 9, 9.0333333329999999, 4.5, 9.4800000000000004, 
    6.2400000000000002, 8.3533333330000001, 8.0666666669999998, 
    9, 7.0733333329999999, 5.8399999999999999, 9.6733333330000004, 
    9.2379332850000004, 9.9900000000000002, 3.7599999999999998, 
    8.3733333329999997, NA, 9, 7.5199999999999996, 8.0666666669999998, 
    8.7133333329999996, 3.8399999999999999, 9.7200000000000006, 
    7.2533333329999996, 0.88666666699999996, NA, 9.7799999999999994, 
    9.3466666669999992, 8.8466666669999992, 7.7866666670000004, 
    9.3466666669999992, 8.6133333329999999, 2.7400000000000002, 
    9.9066666669999996, 9, 9, 9, 8.7466666669999995, 6.5333333329999999, 
    8.2799999999999994, 9.2666666670000009, 9, 3.8399999999999999, 
    7.2133333329999996, 9, 9, NA, 5.2400000000000002, 9.8666666670000005, 
    9, 7.2866666670000004, 9, 9.4066666669999996, NA, NA, NA, 
    NA, 9.5266666670000006, 9.9933333330000007, 9, 9.8466666669999992, 
    7.9333333330000002, 9.5, 7.5199999999999996, 9.7333333329999991, 
    9, 9.7200000000000006, 9, 1.3533333329999999, 9.6333333329999995, 
    9.1533333330000008, 7.4666666670000001, 7.5999999999999996, 
    9.5666666669999998, 9.3800000000000008, 8.1533333330000008, 
    8.9466666670000006, 9, 9.1333333329999995, 0, 6.4333333330000002, 
    NA, 9, 9, 9.5399999999999991, 5.653333333, 8.8533333330000001, 
    9.8399999999999999, 8.2200000000000006, 9, NA, 9.7866666670000004, 
    9.7733333330000001, 9.3733333329999997, 8.6799999999999997, 
    7.7999999999999998, 9.2733333330000001, 8.8000000000000007, 
    0, 2.806666667, 5.0133333330000003, 9, 8.806666667, 9.5066666669999993, 
    3.8195162250000001, NA, 9.9000000000000004, 9.6266666670000003, 
    7.9333333330000002, 8.9371449510000005, 6.6133333329999999, 
    9.0600000000000005, 9.5666666669999998, 7.2000000000000002, 
    9, 9, 9.3133333329999992, 9, 5.5866666670000003, 8.4133333330000006, 
    NA, 7.54, 9.2666666670000009, 9.2266666669999999, 8.9933333330000007, 
    10, 9, 9, 8.7799999999999994, 9, 6.6266666670000003, NA, 
    8.3866666670000001, 0, 9, 9.9066666669999996, 8.3666666670000005, 
    9.5342809699999993, 9.1866666670000008, 8.5600000000000005, 
    9.6333333329999995, 9.1666666669999994, 6.9266666670000001, 
    8.9000000000000004, 8.8333333330000006, 9.4933333330000007, 
    7.7533333329999996, 9.4399999999999995, 10, 9, 9.4933333330000007, 
    8.4399999999999995, 8.4466666670000006, 9.1199999999999992, 
    8.9199999999999999, 7.5, 6.193333333, 9.3533333330000001, 
    8.4800000000000004, 8.9199999999999999, 4.153333333, 9.1133333329999999, 
    9.0733333330000008, 9.1005597379999994, 8.8933333329999993, 
    4.6399999999999997, 9.4800000000000004, 6.5266666669999998, 
    8.3533333330000001, NA, 9.1005597379999994, 7.3399999999999999, 
    5.8399999999999999, 9.8133333329999992, 9.2379332850000004, 
    10, 3.7599999999999998, 8.2533333330000005, NA, 9.1005597379999994, 
    7.6066666669999998, 8.0666666669999998, 8.1199999999999992, 
    3.8399999999999999, 9.7333333329999991, 7.2533333329999996, 
    0.88666666699999996, NA, 9.7733333330000001, 9.3466666669999992, 
    8.9399999999999995, 7.7866666670000004, 9.3466666669999992, 
    8.8866666670000001, 3.9733333329999998, 9.9066666669999996, 
    9.1005597379999994, 9.1005597379999994, 9.1005597379999994, 
    8.8933333329999993, 6.5333333329999999, 8.2799999999999994, 
    9.1199999999999992, 9.1005597379999994, 3.8399999999999999, 
    7.2133333329999996, 9.8165999999999993, 9.8165999999999993, 
    NA, 5.2400000000000002, 9.8666666670000005, 9.1005597379999994, 
    7.2866666670000004, 9.1005597379999994, 9.4066666669999996, 
    NA, NA, NA, NA, 9.5133333330000003, 9.9933333330000007, 9.1005597379999994, 
    9.8000000000000007, 7.9333333330000002, 9.4333333330000002, 
    7.5199999999999996, NA, 9.1005597379999994, 9.7200000000000006, 
    9.1005597379999994, 3.5066666670000002, 9.6266666670000003, 
    9.1533333330000008, 6.5933333330000004, 7.7466666670000004, 
    9.5933333330000004, 9.6199999999999992, 8.1666666669999994, 
    8.5686666670000005, 9.1005597379999994, 9.4533333329999998, 
    0, 6.4333333330000002, NA, 9.0999999999999996, 9.0999999999999996, 
    9.5399999999999991, 5.653333333, 8.5133333330000003, 9.8000000000000007, 
    7.6466666669999999, 9.0999999999999996, NA, 9.8133333329999992, 
    9.3733333329999997, 9.2799999999999994, 8.6799999999999997, 
    7.7999999999999998, 9.2733333330000001, 8.8000000000000007, 
    0, 2.9533333329999998, 5.8133333330000001, 9.0999999999999996, 
    8.8800000000000008, 9.5199999999999996, 3.8195162250000001, 
    NA, 9.9000000000000004, 9.6266666670000003, 7.9333333330000002, 
    8.9371449510000005, 6.6133333329999999, 9.0199999999999996, 
    9.5666666669999998, 9.0999999999999996, 9.0999999999999996, 
    9.8133333329999992, 9.3133333329999992, 9.0999999999999996, 
    4.4933333329999998, 8.3800000000000008, NA, 7.2733333330000001, 
    9.2666666670000009, 9.2266666669999999, 8.9600000000000009, 
    10, 9.0999999999999996, 9.0999999999999996, 8.7066666670000004, 
    9.0999999999999996, 7, NA, 8.3866666670000001, 0, 9.0999999999999996, 
    9.9066666669999996, 8.3666666670000005, 8.8914258739999994, 
    9.1866666670000008, 8.5600000000000005, 9.6133333329999999, 
    9.3666666670000005, 7.2533333329999996, 8.9866666669999997, 
    8.8333333330000006, 9.5600000000000005, 8.1666666669999994, 
    8.7200000000000006, 9.9933333330000007, 9.0999999999999996, 
    9.5, 8.4533333329999998, 8.4466666670000006, 9.1199999999999992, 
    8.9199999999999999, 7.5, 6.193333333, 9.6400000000000006, 
    8.4800000000000004, 9.2866666670000004, 4.153333333, 9.0333333329999999, 
    9.1466666669999999, 9.8165999999999993, 8.9733333329999994, 
    4.4866666669999997, 9.5133333330000003, 6.5266666669999998, 
    8.3533333330000001, NA, 9.8165999999999993, 6.8133333330000001, 
    5.8399999999999999, 9.8133333329999992, 9.2379332850000004, 
    10, 1.653333333, 8.1866666670000008, NA, 9.8165999999999993, 
    7.0333333329999999, 8.0666666669999998, 8.5999999999999996, 
    3.8399999999999999, 9.7666666670000009, 7.2533333329999996, 
    0.88666666699999996, NA, 9.7733333330000001, 9.3333333330000006, 
    8.9399999999999995, 7.7866666670000004, 9.4133333330000006, 
    8.8866666670000001, 4.5866666670000003, 9.7266666669999999, 
    9.8165999999999993, 9.8165999999999993, 9.8165999999999993, 
    8.8800000000000008, 6.5333333329999999, 8.5533333329999994, 
    9.1199999999999992, 9.8165999999999993, 3.8399999999999999, 
    7.2133333329999996, 9.8165999999999993, 9.8165999999999993, 
    NA, 5.2400000000000002, 9.7866666670000004, 9.8165999999999993, 
    7.2866666670000004, 9.8165999999999993, 9.4066666669999996, 
    NA, NA, NA, NA, 9.5933333330000004, 9.9933333330000007, 9.8165999999999993, 
    9.7933333329999996, 7.9333333330000002, 9.3266666669999996, 
    7.5199999999999996, NA, 9.8165999999999993, 9.7733333330000001, 
    9.8133333329999992, 8.0399999999999991, 9.6066666670000007, 
    9.2066666670000004, 4.9666666670000001, 7.7466666670000004, 
    9.5066666669999993, 9.6199999999999992, 8.3333333330000006, 
    8.5686666670000005, 9.8133333329999992, 9.3266666669999996, 
    0, 6.4333333330000002, NA, 9.8133333329999992, 9.8133333329999992, 
    9.5399999999999991, 4.7599999999999998, 8.5733333330000008, 
    9.7933333329999996, 7.6466666669999999, 9.8133333329999992, 
    NA, 9.7733333330000001, 9.3733333329999997, 9.2400000000000002, 
    8.6799999999999997, 7.7999999999999998, 9.1333333329999995, 
    8.8000000000000007, 0, 7.4800000000000004, 5.4933333329999998, 
    9.8133333329999992, 8.9133333330000006, 9.5600000000000005, 
    3.8195162250000001, NA, 9.8933333329999993, 9.6266666670000003, 
    7.9333333330000002, 8.9371449510000005, 6.6133333329999999, 
    9.0733333330000008, 9.6199999999999992, 7.0733333329999999, 
    9.8133333329999992, 9.8133333329999992, 9.3133333329999992, 
    9.8133333329999992, 0.23999999999999999, 8.6533333330000008, 
    NA, 7.2733333330000001, 9.2666666670000009, 9.0533333329999994, 
    8.9600000000000009, 10, 9.8133333329999992, 9.8133333329999992, 
    8.7066666670000004, 9.8133333329999992, 7.2933333329999996, 
    NA, 8.3866666670000001, 0, 9.8133333329999992, 9.4800000000000004, 
    8.3666666670000005, 9.6600000000000001, 9.1866666670000008, 
    3.3399999999999999, 9.5733333330000008, 9.3666666670000005, 
    7.2533333329999996, 8.9533333329999998, 8.8333333330000006, 
    9.4866666669999997, 8.4533333329999998, 9.3533333330000001, 
    9.9933333330000007, 9.8133333329999992, 9.5266666670000006, 
    8.6266666670000003, 8.4466666670000006, 8.1574803150000008, 
    8.9199999999999999, 7.5, 6.193333333, 9.6400000000000006, 
    8.4800000000000004, 9.2866666670000004, 4.6466666669999999, 
    9.0333333329999999, 9.1466666669999999, 9.6406666669999996, 
    8.9733333329999994, 4.4866666669999997, 9.4800000000000004, 
    6.5266666669999998, 8.3533333330000001, NA, 9.6406666669999996, 
    6.9933333329999998, 5.8399999999999999, 9.8200000000000003, 
    9.2379332850000004, 10, 4.2933333329999996, 8.1866666670000008, 
    NA, 9.6400000000000006, 7.0333333329999999, 8.0666666669999998, 
    8.6066666670000007, 3.8399999999999999, 9.7666666670000009, 
    7.2533333329999996, 0.88666666699999996, NA, 9.7733333330000001, 
    9.3599999999999994, 8.9399999999999995, 7.7866666670000004, 
    9.3466666669999992, 8.8866666670000001, 4.5866666670000003, 
    9.7266666669999999, 9.6400000000000006, 9.6400000000000006, 
    9.6400000000000006, 8.9199999999999999, 6.5333333329999999, 
    8.5133333330000003, 9.1199999999999992, 9.6400000000000006, 
    3.8399999999999999, 7.2133333329999996, 9.6333333329999995, 
    9.6333333329999995, NA, 5.2400000000000002, 9.7866666670000004, 
    9.6400000000000006, 7.2866666670000004, 9.6400000000000006, 
    9.4066666669999996, NA, NA, NA, NA, 9.5933333330000004, 9.9933333330000007, 
    9.6400000000000006, 9.7933333329999996, 7.9333333330000002, 
    9.3266666669999996, 7.5199999999999996, NA, 9.6400000000000006, 
    9.7733333330000001, 9.6400000000000006, 8.0399999999999991, 
    9.6066666670000007, 9.2066666670000004, 4.9666666670000001, 
    7.7466666670000004, 9.5066666669999993, 9.6199999999999992, 
    8.3333333330000006, NA, 9.6400000000000006, 9.3266666669999996, 
    0, NA, NA, 9.6400000000000006, 9.6400000000000006, 9.5399999999999991, 
    5.4000000000000004, 8.5733333330000008, 9.7933333329999996, 
    7.6466666669999999, 9.6400000000000006, NA, 9.7733333330000001, 
    9.3733333329999997, 9.2400000000000002, 8.6799999999999997, 
    7.7999999999999998, 9.2466666669999995, 8.8000000000000007, 
    0, 2.0800000000000001, 5.193333333, 9.6400000000000006, 8.9133333330000006, 
    9.5600000000000005, 3.8195162250000001, NA, 9.9000000000000004, 
    9.6266666670000003, 7.7866666670000004, 8.9371449510000005, 
    6.6133333329999999, 9.0733333330000008, 9.5800000000000001, 
    7.0733333329999999, 9.6400000000000006, 9.6400000000000006, 
    9.3133333329999992, 9.6400000000000006, 0.23999999999999999, 
    8.6533333330000008, NA, 7.2733333330000001, 9.2666666670000009, 
    9.0533333329999994, 9.1066666670000007, 10, 9.6400000000000006, 
    9.6400000000000006, 8.7066666670000004, 9.6400000000000006, 
    7.2933333329999996, NA, 8.3866666670000001, 0, 9.6400000000000006, 
    9.9133333330000006, 8.3666666670000005, 9.6745897379999999, 
    9.1866666670000008, 8.5533333329999994, 9.5733333330000008, 
    9.3666666670000005, 7.2533333329999996, 8.9866666669999997, 
    8.8333333330000006, 9.4866666669999997, 8.4533333329999998, 
    9.3533333330000001, 9.9933333330000007, 9.6400000000000006, 
    9.5333333329999999, 8.5199999999999996, 8.4466666670000006, 
    9.1199999999999992, 8.9199999999999999, 7.5, 6.193333333, 
    9.6133333329999999, 8.4800000000000004, 9.0933333330000004, 
    3.5933333329999999, 9.0333333329999999, 9.2466666669999995, 
    9.6333333329999995, 9.0933333330000004, 3.9333333330000002, 
    9.5133333330000003, 6.2733333330000001, 8.3533333330000001, 
    NA, 9.6333333329999995, 6.8133333330000001, 5.6333333330000004, 
    NA, 9.2379332850000004, 10, 1.653333333, 8.2266666669999999, 
    NA, 9.6333333329999995, 7.0733333329999999, 7.8266666669999996, 
    8.6400000000000006, 3.8399999999999999, 9.7666666670000009, 
    7.2533333329999996, 0.88666666699999996, NA, 9.7666666670000009, 
    9.3333333330000006, 8.8333333330000006, 7.7866666670000004, 
    9.3466666669999992, 9, 5.2599999999999998, 9.5866666669999994, 
    9.6333333329999995, 9.6333333329999995, 9.6333333329999995, 
    8.8800000000000008, 6.5333333329999999, 8.5533333329999994, 
    9.1999999999999993, 9.6333333329999995, 3.8399999999999999, 
    7.4000000000000004, 9.6333333329999995, 9.6333333329999995, 
    NA, 5.2400000000000002, 9.7599999999999998, 9.6333333329999995, 
    7.2866666670000004, 9.6333333329999995, 9.2933333329999996, 
    NA, NA, NA, NA, 9.5533333329999994, 9.9933333330000007, 9.6333333329999995, 
    9.7333333329999991, 7.7533333329999996, 9.2200000000000006, 
    7.5199999999999996, NA, 9.6333333329999995, 9.7666666670000009, 
    9.6333333329999995, 8.1999999999999993, 9.5999999999999996, 
    9.2666666670000009, 7.7466666670000004, 7.9333333330000002, 
    9.5800000000000001, 9.6400000000000006, 8.6133333329999999, 
    NA, 9.6333333329999995, 8.9466666670000006, 0, NA, NA, 9.6333333329999995, 
    9.6333333329999995, 9.5399999999999991, 5.5999999999999996, 
    8.7333333329999991, 9.8133333329999992, 8.1733333330000004, 
    9.6333333329999995, NA, 9.7599999999999998, 9.3733333329999997, 
    9.2333333329999991, 8.7733333330000001, 7.7999999999999998, 
    9.1333333329999995, 8.8866666670000001, 0, 1.6799999999999999, 
    5.6600000000000001, 9.6333333329999995, 8.8599999999999994, 
    9.5399999999999991, 3.8195162250000001, NA, 9.8933333329999993, 
    9.4333333330000002, 7.8133333330000001, 8.9371449510000005, 
    6.6133333329999999, 8.9600000000000009, 9.6199999999999992, 
    7.1799999999999997, 9.6333333329999995, 9.6333333329999995, 
    9.3133333329999992, 9.6333333329999995, 0, 8.1199999999999992, 
    NA, 7.2733333330000001, 9.2666666670000009, NA, 8.6400000000000006, 
    10, 9.6333333329999995, 9.6333333329999995, 8.6600000000000001, 
    9.6333333329999995, 6.7866666670000004, NA, 8.3866666670000001, 
    0, 9.6333333329999995, 9.4800000000000004, 8.3666666670000005, 
    9.6260440139999996, 9.1866666670000008, 8.7733333330000001, 
    9.5466666670000002, 9.4933333330000007, 7.54, 8.9866666669999997, 
    8.8333333330000006, 9.5666666669999998, 8.6666666669999994, 
    9.4266666669999992, 10, 9.6333333329999995, 9.5466666670000002, 
    8.6266666670000003, 8.4466666670000006, 9.0666666669999998, 
    8.9199999999999999, 7.5, 6.193333333, 8.5722303140000005, 
    8.4800000000000004, 9.1066666670000007, 4.1133333329999999, 
    9.1133333329999999, 9.3200000000000003, 9.6576870499999998, 
    9.3399999999999999, 3.6666666669999999, 9.5133333330000003, 
    6.2933333329999996, 8.3533333330000001, NA, 9.6576870499999998, 
    6.4666666670000001, 5.6733333330000004, NA, 9.2379332850000004, 
    10, 4.3200000000000003, 8.1666666669999994, NA, 9.6576870499999998, 
    6.9400000000000004, 6.7066666670000004, 8.6400000000000006, 
    3.8399999999999999, 9.7733333330000001, 7.0866666670000003, 
    5.96, NA, 9.7799999999999994, 9.3333333330000006, 8.5399999999999991, 
    7.7866666670000004, 9.3733333329999997, 8.9800000000000004, 
    6.1733333330000004, 9.5800000000000001, 9.6576870499999998, 
    9.6576870499999998, 9.6576870499999998, 8.8000000000000007, 
    6.5333333329999999, 8.5133333330000003, 9.1733333330000004, 
    9.6576870499999998, 3.8399999999999999, 7.5800000000000001, 
    9.6576870499999998, 9.6576870499999998, NA, 5.2400000000000002, 
    9.7200000000000006, 9.6576870499999998, 7.2866666670000004, 
    9.6576870499999998, 9.2266666669999999, NA, NA, NA, NA, 9.5466666670000002, 
    9.9866666669999997, 9.6576870499999998, 9.7266666669999999, 
    7.9199999999999999, 9.0533333329999994, 7.5199999999999996, 
    NA, 9.6576870499999998, 9.6999999999999993, 9.6576870499999998, 
    8.4133333330000006, 9.5999999999999996, 9.2200000000000006, 
    4.846666667, 8.0199999999999996, 9.4600000000000009, 9.6466666669999999, 
    8.7733333330000001, NA, 9.6576870499999998, 8.8466666669999992, 
    3.04, NA, NA, 9.6576870499999998, 9.6576870499999998, 9.5733333330000008, 
    4.7599999999999998, 8.0933333330000004, 9.8133333329999992, 
    7.6200000000000001, 9.6576870499999998, NA, 9.7333333329999991, 
    9.3733333329999997, 9.2733333330000001, 8.6400000000000006, 
    7.7999999999999998, 8.6400000000000006, 8.8800000000000008, 
    0, 4.8666666669999996, 5.733333333, 9.6576870499999998, 8.8800000000000008, 
    9.5199999999999996, 3.8195162250000001, NA, 9.9000000000000004, 
    9.5800000000000001, 8.0800000000000001, 8.9371449510000005, 
    6.6133333329999999, 8.9199999999999999, 9.6466666669999999, 
    7.2933333329999996, 9.6576870499999998, 9.6576870499999998, 
    9.3133333329999992, 9.6576870499999998, 0, 8.3933333329999993, 
    NA, 7.0199999999999996, 9.1199999999999992, NA, 7.8933333330000002, 
    10, 9.6576870499999998, 9.6576870499999998, 8.6999999999999993, 
    9.6576870499999998, 7.346666667, NA, 8.4600000000000009, 
    4.733333333, 9.6576870499999998, 9.2466666669999995, 8.3666666670000005, 
    9.6292826060000003, 9.1866666670000008, 8.9133333330000006, 
    9.5800000000000001, 9.3333333330000006, 7.1133333329999999, 
    9.1266666670000003, 8.9533333329999998, 9.5600000000000005, 
    8.4133333330000006, 9.4600000000000009, 10, 9.6576870499999998, 
    9.5533333329999994, 8.5666666669999998, 8.4466666670000006, 
    8.8000000000000007, 8.8200000000000003, 7.5, 6.766666667, 
    8.5722303140000005, 8.6133333329999999, 8.8866666670000001, 
    3.5133333329999998, 9.1466666669999999, 9.2466666669999995, 
    9.632409333, 9.3866666670000001, 4.04, 9.4199999999999999, 
    5.653333333, 8.3533333330000001, NA, 9.632409333, 6.6666666670000003, 
    5.4800000000000004, NA, 9.2379332850000004, 10, 4.4000000000000004, 
    8.2866666670000004, NA, 9.632409333, 6.6266666670000003, 
    1.129881132, 8.5533333329999994, 3.8399999999999999, 9.7666666670000009, 
    7.0199999999999996, 5.6133333329999999, NA, 9.7666666670000009, 
    9.3466666669999992, 7.9733333330000002, 7.7866666670000004, 
    9.4133333330000006, 9.1666666669999994, 4.8799999999999999, 
    9.5199999999999996, 9.632409333, 9.632409333, 9.632409333, 
    8.5666666669999998, 6.5333333329999999, 8.2866666670000004, 
    9, 9.632409333, 3.4399999999999999, 7.733333333, 9.632409333, 
    9.632409333, NA, 5.2400000000000002, 9.7400000000000002, 
    9.632409333, 6.8600000000000003, 9.632409333, 9.1666666669999994, 
    NA, NA, NA, NA, 9.3866666670000001, 9.9866666669999997, 9.632409333, 
    9.7466666669999995, 7.6666666670000003, 9.4800000000000004, 
    7.5199999999999996, NA, 9.632409333, 9.693333333, 9.632409333, 
    8.2466666669999995, 9.6266666670000003, 9.1333333329999995, 
    6.46, 7.7999999999999998, 9.3533333330000001, 9.5266666670000006, 
    9.0133333330000003, NA, 9.632409333, 8.6666666669999994, 
    0, NA, NA, 9.632409333, 9.632409333, 9.3533333330000001, 
    5.0733333329999999, 4.5999999999999996, 9.7933333329999996, 
    7.9466666669999997, 9.632409333, NA, 9.7066666670000004, 
    9.3733333329999997, 9.1466666669999999, 8.693333333, 7.7999999999999998, 
    8.4399999999999995, 8.9000000000000004, 0, 5.193333333, 5.7199999999999998, 
    9.632409333, 8.806666667, 9.5133333330000003, 3.8195162250000001, 
    NA, 9.8933333329999993, 9.4066666669999996, 7.7533333329999996, 
    8.9371449510000005, 6.6133333329999999, 8.9333333330000002, 
    9.4266666669999992, 7.3133333330000001, 9.6333333329999995, 
    9.632409333, 9.3133333329999992, 9.632409333, 0.953333333, 
    8.3000000000000007, NA, 7.0933333330000004, 8.8533333330000001, 
    NA, 6.8799999999999999, 10, 9.632409333, 9.632409333, 8.7866666670000004, 
    9.632409333, 7.0666666669999998, NA, 8.3666666670000005, 
    4.9133333329999997, 9.632409333, 9.2200000000000006, 8.3666666670000005, 
    9.6406334119999997, 9.1866666670000008, 8.6066666670000007, 
    9.5466666670000002, NA, 7.2400000000000002, 8.9533333329999998, 
    8.8599999999999994, 9.5733333330000008, 8.6066666670000007, 
    9.4533333329999998, 10, 9.632409333, 9.5466666670000002, 
    8.6466666669999999, 8.4466666670000006, 8.1574803150000008, 
    8.9800000000000004, 8.6733333330000004, 4.9133333329999997, 
    8.5722303140000005, 7.9533333329999998, 8.5999999999999996, 
    5.5839999999999996, 9.0866666669999994, 9.2533333330000005, 
    9.4399999999999995, 8.9666666670000001, 3.5266666670000002, 
    9.4533333329999998, 5.9933333329999998, 8.6266666670000003, 
    NA, 9.4399999999999995, 6.1733333330000004, 3.9066666670000001, 
    NA, 9.2379332850000004, 9.9977915119999992, 1.4866666669999999, 
    8.4199999999999999, NA, 9.8666666670000005, 6.2466666670000004, 
    1.129881132, NA, 3.8399999999999999, 9.7333333329999991, 
    NA, 5.7133333329999996, NA, 9.8333333330000006, 9.4133333330000006, 
    8.0666666669999998, 6.9533333329999998, 9.4687159049999998, 
    9.2133333329999996, 5.2133333329999996, 9.4866666669999997, 
    9.806666667, 9.4399999999999995, 9.4399999999999995, 7.5999999999999996, 
    6.5333333329999999, 8.0466666670000002, 8.9199999999999999, 
    9.4399999999999995, 4.0333333329999999, 7.733333333, 9.4399999999999995, 
    9.4399999999999995, NA, NA, 9.8333333330000006, 9.4399999999999995, 
    6.7933333329999996, 9.4399999999999995, 9.1066666670000007, 
    NA, NA, NA, NA, 9.4199999999999999, 9.9866666669999997, 9.4399999999999995, 
    9.7599999999999998, 8.1133333329999999, 9.5273333329999996, 
    7.5199999999999996, NA, 9.4399999999999995, 9.688313333, 
    9.4399999999999995, 8.5, 9.6066666670000007, 9.0066666669999993, 
    8.1533333330000008, 7.7533333329999996, 9.3466666669999992, 
    9.5266666670000006, 8.9733333329999994, NA, 9.4399999999999995, 
    NA, 0, NA, NA, 9.4399999999999995, 9.4399999999999995, 9.1533333330000008, 
    6.2933333329999996, 4.5999999999999996, 9.8129622669999996, 
    7.4266666670000001, 9.4399999999999995, NA, 9.6609020930000007, 
    9.3733333329999997, 9.0933333330000004, 8.9133333330000006, 
    7.7999999999999998, 8.0333333329999999, NA, 0, 2.6266666669999998, 
    6.4933333329999998, 9.4399999999999995, 8.7133333329999996, 
    9.5, 3.8195162250000001, NA, 9.9022254519999997, 9.3800000000000008, 
    7.7133333329999996, 8.9371449510000005, 6.6133333329999999, 
    9.0866666669999994, 9.4133333330000006, 7.2133333329999996, 
    9.4399999999999995, 9.4399999999999995, NA, 9.4399999999999995, 
    0.78000000000000003, 7.5733333329999999, NA, 7.2733333330000001, 
    8.4533333329999998, NA, 6.5266666669999998, 10, 9.4399999999999995, 
    9.4399999999999995, 9.0666666669999998, 9.4399999999999995, 
    6.1466666669999999, NA, NA, NA, 9.4399999999999995, 9.8599999999999994, 
    8.3666666670000005, 9.6839182150000003, NA, 8.5133333330000003, 
    9.5533333329999994, NA, 7.0866666670000003, 8.8866666670000001, 
    8.8133333329999992, 9.6266666670000003, 8.3200000000000003, 
    9.4466666670000006, 10, 9.4399999999999995, 9.5600000000000005, 
    8.7666666670000009, 8.4466666670000006, 8.1574803150000008, 
    NA, 8.4266666669999992, 5.1133333329999999, 8.5722303140000005, 
    8.4933333330000007, 9.1466666669999999, 5.5839999999999996, 
    8.7466666669999995, 9.2400000000000002, 9.6066666670000007, 
    9.1866666670000008, 5, 9.5334307620000001, 5.8866666670000001, 
    8.3933333329999993, NA, 9.6066666670000007, 7.1333333330000004, 
    4.346666667, NA, 9.2379332850000004, 9.9917897119999992, 
    3.0066666670000002, 8.5466666670000002, NA, 9.8200000000000003, 
    5.9800000000000004, 1.129881132, NA, 3.8399999999999999, 
    9.7560000000000002, NA, 6.2599999999999998, NA, 9.6666666669999994, 
    9.3933333329999993, 7.7800000000000002, 7.233333333, 9.4687159049999998, 
    9.1466666669999999, 4.3133333330000001, 9.5999999999999996, 
    9.6066666670000007, 9.6066666670000007, 9.6066666670000007, 
    7.7266666669999999, 6.5333333329999999, 8.2133333329999996, 
    9.1866666670000008, 9.6066666670000007, 2.9333333330000002, 
    7.733333333, 9.6066666670000007, 9.6066666670000007, NA, 
    NA, 9.7933333329999996, 9.6066666670000007, 6.2066666670000004, 
    9.6066666670000007, 9.0666666669999998, NA, NA, NA, NA, 9.3599999999999994, 
    9.9866666669999997, 9.6066666670000007, 9.7109822339999994, 
    7.54, 9.4763333329999995, 7.846666667, NA, 9.6066666670000007, 
    9.7323502220000009, 9.6066666670000007, 8.6799999999999997, 
    9.6666666669999994, 9.0871410019999992, 8.1466666669999999, 
    7.8600000000000003, 9.4733333329999994, 9.6066666670000007, 
    8.8733333329999997, NA, 9.6066666670000007, NA, 0, NA, NA, 
    9.6066666670000007, 9.6066666670000007, 8.9733333329999994, 
    4.9933333329999998, 4.5999999999999996, 9.7400000000000002, 
    8.4800000000000004, 9.6066666670000007, NA, 8.6158551249999995, 
    9.3733333329999997, 9.0933333330000004, 8.7333333329999991, 
    7.7999999999999998, 8.3933333329999993, NA, 0, 2.7933333330000001, 
    6.0266666669999998, 9.6066666670000007, 8.8733333329999997, 
    9.4399999999999995, 3.8195162250000001, NA, 9.9162619749999994, 
    9.3266666669999996, 7.3333333329999997, 8.9371449510000005, 
    6.6133333329999999, 9.0999999999999996, 9.3666666670000005, 
    7.0533333330000003, 9.6066666670000007, 9.6066666670000007, 
    NA, 9.6066666670000007, 0, 7.4533333329999998, NA, 3.8333333330000001, 
    8.1733333330000004, NA, 2.8933333330000002, 10, 9.6066666670000007, 
    9.6066666670000007, 9.1199999999999992, 9.6066666670000007, 
    7.6600000000000001, NA, NA, NA, 9.6066666670000007, 9.2479999999999993, 
    8.7733333330000001, 9.6987298749999997, NA, 2.0666666669999998, 
    9.3466666669999992, NA, 7.1333333330000004, 9.1733333330000004, 
    8.9933333330000007, 9.6133333329999999, 8.2266666669999999, 
    9.0999999999999996, 10, 9.6066666670000007, 9.5399999999999991, 
    8.7466666669999995, 8.4466666670000006, 8.1574803150000008, 
    NA, 8.0199999999999996, 5.1133333329999999), ef_trade_tariffs_mean = c(9.2400000000000002, 
    6.2199999999999998, 7.7199999999999998, 7.2599999999999998, 
    8.7599999999999998, 9.5, 8.9600000000000009, 8.1999999999999993, 
    3.3599999999999999, 9.0600000000000005, 7.2199999999999998, 
    7.8600000000000003, 8.5600000000000005, 8.9600000000000009, 
    7.7999999999999998, 7.5599999999999996, 5.54, 7.6600000000000001, 
    8.7400000000000002, 8.4800000000000004, 7.2999999999999998, 
    9.7599999999999998, 8.9600000000000009, 7.5599999999999996, 
    7.4400000000000004, 7.7599999999999998, 6.3600000000000003, 
    9.1799999999999997, 8, 6.4000000000000004, 6.4199999999999999, 
    8.8000000000000007, 8.0199999999999996, 8.6799999999999997, 
    7.8200000000000003, 7.6200000000000001, 8.8800000000000008, 
    7.5599999999999996, 8.9600000000000009, 8.9600000000000009, 
    8.9600000000000009, 8.9600000000000009, 8.5399999999999991, 
    7.54, 6.4199999999999999, 8.8000000000000007, 8.9600000000000009, 
    6.5199999999999996, 7.6600000000000001, 8.9600000000000009, 
    8.9600000000000009, 6.46, 7.1799999999999997, 9.6999999999999993, 
    8.9600000000000009, 7.5599999999999996, 8.9600000000000009, 
    8.8800000000000008, 7.6200000000000001, 7.6200000000000001, 
    7.8200000000000003, 8.2400000000000002, 8.8599999999999994, 
    10, 8.9600000000000009, 9.0600000000000005, 7.3200000000000003, 
    8.4199999999999999, 4.6799999999999997, NA, 8.9600000000000009, 
    9.2200000000000006, 8.9600000000000009, 8.3000000000000007, 
    9.1999999999999993, 8.0600000000000005, 8.6199999999999992, 
    7.4400000000000004, 7.2199999999999998, 9.0600000000000005, 
    8.6199999999999992, 8.3000000000000007, 8.9600000000000009, 
    8.8599999999999994, 8.4800000000000004, 7.96, NA, 8.9600000000000009, 
    8.9600000000000009, 8.6400000000000006, 7.6600000000000001, 
    7.5199999999999996, 8.8399999999999999, 7.5599999999999996, 
    8.9600000000000009, 7.5999999999999996, 9.8000000000000007, 
    8.5999999999999996, 8.9199999999999999, 8.9600000000000009, 
    9.2200000000000006, 7.7000000000000002, 7.9800000000000004, 
    8.8800000000000008, 8.4800000000000004, 7.5800000000000001, 
    8.9600000000000009, 9.5999999999999996, 8.8599999999999994, 
    7.5599999999999996, 7.5800000000000001, 8.7799999999999994, 
    8.9000000000000004, 7.5800000000000001, 8.6400000000000006, 
    9.0600000000000005, 8.0399999999999991, 9.5199999999999996, 
    8.7400000000000002, 8.9600000000000009, 8.9600000000000009, 
    9.0600000000000005, 8.9600000000000009, 8.4800000000000004, 
    7.46, 8.9800000000000004, 7.5599999999999996, 8.5199999999999996, 
    9.4399999999999995, 7.6200000000000001, 10, 8.9600000000000009, 
    8.9600000000000009, 8.4600000000000009, 8.9600000000000009, 
    8.1400000000000006, 7.5999999999999996, 7.9199999999999999, 
    8.4800000000000004, 8.9600000000000009, 8.7400000000000002, 
    6.7000000000000002, 8.7200000000000006, 8.4800000000000004, 
    7.4199999999999999, 7.7999999999999998, 9.5, 7.5599999999999996, 
    7.8600000000000003, 7.6799999999999997, 7.8200000000000003, 
    7.4400000000000004, 9.0999999999999996, 9.0600000000000005, 
    8.9600000000000009, 9.3000000000000007, 7.9199999999999999, 
    7.46, 8.0800000000000001, 8.5, 7.2199999999999998, 6.5199999999999996, 
    9.2400000000000002, 6.2400000000000002, 7.7199999999999998, 
    7.2800000000000002, 8.7799999999999994, 9.5, 8.9800000000000004, 
    8.1799999999999997, 3.2200000000000002, 9.0600000000000005, 
    7.2199999999999998, 7.8600000000000003, NA, 8.9800000000000004, 
    7.8200000000000003, 7.5599999999999996, 5.54, 7.6799999999999997, 
    8.7400000000000002, 8.4800000000000004, 7.2999999999999998, 
    9.7599999999999998, 8.9800000000000004, 7.5599999999999996, 
    7.4400000000000004, 7.7599999999999998, 6.3600000000000003, 
    9.1600000000000001, 8, 6.4000000000000004, 6.4199999999999999, 
    8.8000000000000007, 8.0199999999999996, 8.8599999999999994, 
    7.8200000000000003, 6.3799999999999999, 8.8800000000000008, 
    7.5599999999999996, 8.9800000000000004, 8.9800000000000004, 
    8.9800000000000004, 8.9800000000000004, 8.5399999999999991, 
    7.6200000000000001, 6.6399999999999997, 8.8000000000000007, 
    8.9800000000000004, 6.5199999999999996, 7.7000000000000002, 
    8.9800000000000004, 8.9800000000000004, 6.46, 7.1799999999999997, 
    9.6999999999999993, 8.9800000000000004, 7.4199999999999999, 
    8.9800000000000004, 8.8800000000000008, 7.6200000000000001, 
    7.6200000000000001, 7.8200000000000003, 9.0399999999999991, 
    8.8599999999999994, 10, 8.9800000000000004, 8.9600000000000009, 
    7.3200000000000003, 8.6199999999999992, 4.6799999999999997, 
    NA, 8.9800000000000004, 9.0999999999999996, 8.9800000000000004, 
    8.3000000000000007, 9.1999999999999993, 8, 8.4399999999999995, 
    7.4199999999999999, 7.2199999999999998, 9.0600000000000005, 
    8.5199999999999996, 8, 8.9800000000000004, 8.8800000000000008, 
    8.4800000000000004, 7.96, NA, 8.9800000000000004, 8.9800000000000004, 
    8.6199999999999992, 7.6600000000000001, 7.4800000000000004, 
    8.7799999999999994, 7.5599999999999996, 8.9800000000000004, 
    7.5999999999999996, 9.8000000000000007, 8.5800000000000001, 
    8.9199999999999999, 9, 9.1999999999999993, 7.7000000000000002, 
    7.9800000000000004, 8.8800000000000008, 8.4800000000000004, 
    7.54, 8.9800000000000004, 9.5999999999999996, 8.8599999999999994, 
    7.5599999999999996, 7.5800000000000001, 8.6799999999999997, 
    8.9000000000000004, 7.54, 8.6400000000000006, 9.0600000000000005, 
    8.0399999999999991, 9.5199999999999996, 8.7400000000000002, 
    8.9800000000000004, 8.9800000000000004, 9.0600000000000005, 
    8.9800000000000004, 8.4399999999999995, 7.4400000000000004, 
    8.9800000000000004, 7.5599999999999996, 8.5199999999999996, 
    9.4199999999999999, 7.6200000000000001, 9.9600000000000009, 
    8.9800000000000004, 8.9800000000000004, 8.4800000000000004, 
    8.9800000000000004, 8.1400000000000006, NA, 7.9199999999999999, 
    8.4800000000000004, 8.9800000000000004, 8.6600000000000001, 
    6.7000000000000002, 8.7200000000000006, 8.4800000000000004, 
    7.4199999999999999, 7.7999999999999998, 9.5, 7.5599999999999996, 
    7.8600000000000003, 6.9000000000000004, 7.8399999999999999, 
    7.4400000000000004, 9.0999999999999996, 9.0600000000000005, 
    8.9800000000000004, 9.3000000000000007, 7.9000000000000004, 
    7.4199999999999999, 7.1600000000000001, 8.5, 7.2800000000000002, 
    6.6399999999999997, 9.2400000000000002, 6.2400000000000002, 
    7.7199999999999998, 7.2800000000000002, 9.2599999999999998, 
    9.4600000000000009, 8.9399999999999995, 8.1999999999999993, 
    2.98, 9.0600000000000005, 7.2199999999999998, 7.8600000000000003, 
    NA, 8.9399999999999995, 7.6799999999999997, 7.6200000000000001, 
    NA, 7.6799999999999997, 8.7200000000000006, 8.4800000000000004, 
    7.2999999999999998, 9.7599999999999998, 8.9399999999999995, 
    7.6200000000000001, 7.4400000000000004, 7.7599999999999998, 
    6.3600000000000003, 9.1600000000000001, 7.9800000000000004, 
    6.4000000000000004, 6.4000000000000004, 8.8000000000000007, 
    8.0800000000000001, 8.8399999999999999, 7.8200000000000003, 
    6.3799999999999999, 8.8800000000000008, 7.6200000000000001, 
    8.9399999999999995, 8.9399999999999995, 8.9399999999999995, 
    8.9399999999999995, 8.5399999999999991, 7.6200000000000001, 
    6.6399999999999997, 8.8000000000000007, 8.9399999999999995, 
    6.54, 7.6799999999999997, 8.9399999999999995, 8.9399999999999995, 
    6.46, 7.1799999999999997, 9.6999999999999993, 8.9399999999999995, 
    7.4199999999999999, 8.9399999999999995, 8.8800000000000008, 
    7.6200000000000001, 7.6200000000000001, 7.7599999999999998, 
    9.0399999999999991, 8.8599999999999994, 10, 8.9399999999999995, 
    8.9399999999999995, 7.2999999999999998, 8.6199999999999992, 
    4.6799999999999997, NA, 8.9399999999999995, 9.0800000000000001, 
    8.9399999999999995, 8.3000000000000007, 9.1600000000000001, 
    7.96, 8.2799999999999994, 7.4400000000000004, 7.3399999999999999, 
    9.0600000000000005, 9.0800000000000001, 8, 8.9399999999999995, 
    8.8599999999999994, 8.4800000000000004, 7.96, NA, 8.9399999999999995, 
    8.9399999999999995, 8.6199999999999992, 7.6600000000000001, 
    7.4800000000000004, 8.7799999999999994, 7.6200000000000001, 
    8.9399999999999995, 7.5999999999999996, 9.8000000000000007, 
    8.5, 9.0800000000000001, 9, 9.1799999999999997, 7.7599999999999998, 
    7.9800000000000004, 8.8800000000000008, 8.4800000000000004, 
    7.54, 8.9399999999999995, 9.5999999999999996, 8.8599999999999994, 
    7.6200000000000001, 7.6200000000000001, 8.4600000000000009, 
    9.0600000000000005, 7.3200000000000003, 8.6400000000000006, 
    9.0600000000000005, 8, 9.3200000000000003, 8.7400000000000002, 
    8.9399999999999995, 8.9399999999999995, 9.0600000000000005, 
    8.9399999999999995, 8.3200000000000003, 7.46, 8.9800000000000004, 
    7.6200000000000001, 8.5199999999999996, NA, 7.6200000000000001, 
    9.9600000000000009, 8.9399999999999995, 8.9399999999999995, 
    8.4800000000000004, 8.9399999999999995, 8.0999999999999996, 
    NA, 7.9199999999999999, 8.4800000000000004, 8.9399999999999995, 
    8.6600000000000001, 6.7000000000000002, 8.6999999999999993, 
    8.4600000000000009, 7.4400000000000004, 7.6799999999999997, 
    9.5, 7.6200000000000001, 7.8600000000000003, 7.1799999999999997, 
    7.8600000000000003, 7.46, 9.0999999999999996, 9.0600000000000005, 
    8.9399999999999995, 9.3000000000000007, 7.9000000000000004, 
    7.4199999999999999, 8.0999999999999996, 8.5, 7.2999999999999998, 
    6.7400000000000002, 9.2400000000000002, 6.2800000000000002, 
    8.5399999999999991, 7.3200000000000003, 9.3000000000000007, 
    9.4600000000000009, 8.9000000000000004, 8.1999999999999993, 
    2.96, 9.0600000000000005, 7.2199999999999998, 7.8399999999999999, 
    NA, 8.9000000000000004, 7.7800000000000002, 7.6200000000000001, 
    NA, 7.6799999999999997, 8.7200000000000006, 8.4800000000000004, 
    7.2999999999999998, 9.5, 8.9000000000000004, 7.6200000000000001, 
    7.4400000000000004, 7.8200000000000003, 6.4000000000000004, 
    9.1600000000000001, 7.9800000000000004, 6.4000000000000004, 
    6.4000000000000004, 8.8000000000000007, 8.0199999999999996, 
    8.2400000000000002, 7.7999999999999998, 6.4000000000000004, 
    8.8800000000000008, 7.6200000000000001, 8.9000000000000004, 
    8.9000000000000004, 8.9000000000000004, 8.9000000000000004, 
    8.5399999999999991, 7.9800000000000004, 6.6399999999999997, 
    8.8000000000000007, 8.9000000000000004, 6.54, 7.7199999999999998, 
    8.9000000000000004, 8.9000000000000004, 6.3799999999999999, 
    7.1799999999999997, 9.6999999999999993, 8.9000000000000004, 
    7.4199999999999999, 8.9000000000000004, 8.8800000000000008, 
    7.6200000000000001, 7.6200000000000001, 7.7599999999999998, 
    9.0399999999999991, 8.8599999999999994, 10, 8.9000000000000004, 
    8.9199999999999999, 7.2999999999999998, 8.6199999999999992, 
    4.6799999999999997, NA, 8.9000000000000004, 9.0800000000000001, 
    8.9000000000000004, 7.9199999999999999, 9.0199999999999996, 
    8.0999999999999996, 8.1799999999999997, 7.46, 7.3399999999999999, 
    9.0600000000000005, 9.0800000000000001, NA, 8.9000000000000004, 
    8.7400000000000002, 8.4800000000000004, NA, NA, 8.9000000000000004, 
    8.9000000000000004, 8.6400000000000006, 7.6600000000000001, 
    7.5199999999999996, 8.8000000000000007, 7.6200000000000001, 
    8.9000000000000004, 8.0800000000000001, 9.8000000000000007, 
    8.4199999999999999, 9.0800000000000001, 9, 9.1400000000000006, 
    7.4199999999999999, 7.9800000000000004, 8.8800000000000008, 
    8.4800000000000004, 7.5599999999999996, 8.9000000000000004, 
    9.5999999999999996, 8.8399999999999999, 7.6200000000000001, 
    7.6600000000000001, 8.4600000000000009, 9.0600000000000005, 
    7.2999999999999998, 8.6199999999999992, 9.0600000000000005, 
    8, 9.3200000000000003, 8.7400000000000002, 8.9000000000000004, 
    8.9000000000000004, 9.0600000000000005, 8.9000000000000004, 
    8.0600000000000005, 7.4400000000000004, 9.0399999999999991, 
    7.6399999999999997, 8.5199999999999996, NA, 7.6200000000000001, 
    9.9600000000000009, 8.9000000000000004, 8.9000000000000004, 
    8.4800000000000004, 8.9000000000000004, 8.0199999999999996, 
    NA, 7.9199999999999999, 8.4800000000000004, 8.9000000000000004, 
    8.6400000000000006, 6.7000000000000002, 8.8000000000000007, 
    8.4399999999999995, 7.4400000000000004, 7.7199999999999998, 
    9.5, 7.6200000000000001, 7.8600000000000003, 6.9000000000000004, 
    7.8399999999999999, 7.4400000000000004, 9.0999999999999996, 
    9.0600000000000005, 8.9000000000000004, 9.3200000000000003, 
    7.9000000000000004, 7.3399999999999999, 8.0999999999999996, 
    8.5, 7.3600000000000003, 6.6399999999999997, 9.2400000000000002, 
    6.2800000000000002, 8.5399999999999991, 7.5, 9.3000000000000007, 
    9.4600000000000009, 8.9000000000000004, 8.1799999999999997, 
    2.8199999999999998, 9, 7.1200000000000001, 7.5199999999999996, 
    NA, 8.9000000000000004, 7.8600000000000003, 7.6200000000000001, 
    NA, 7.7599999999999998, 8.6799999999999997, 8.4800000000000004, 
    7.2999999999999998, 9.5, 8.9000000000000004, 7.6200000000000001, 
    7.4400000000000004, 7.8200000000000003, 6.4400000000000004, 
    9.1400000000000006, 7.9800000000000004, 6.4400000000000004, 
    6.4400000000000004, 8.8000000000000007, 8.0800000000000001, 
    8.2400000000000002, 7.7999999999999998, 6.4400000000000004, 
    8.8800000000000008, 7.6200000000000001, 9, 8.9000000000000004, 
    8.9000000000000004, 8.9000000000000004, 8.5399999999999991, 
    7.9800000000000004, 6.6399999999999997, 8.8000000000000007, 
    8.9000000000000004, 6.54, 6.6200000000000001, 8.9000000000000004, 
    8.9000000000000004, 6.4400000000000004, 7.1799999999999997, 
    9.6999999999999993, 8.9000000000000004, 7.4000000000000004, 
    8.9000000000000004, 8.8599999999999994, NA, 7.6200000000000001, 
    7.8200000000000003, 9.4399999999999995, 8.8399999999999999, 
    10, 8.9000000000000004, 8.9000000000000004, 7.2599999999999998, 
    8.5999999999999996, 4.6799999999999997, NA, 8.9000000000000004, 
    8.8599999999999994, 8.9000000000000004, 8.4800000000000004, 
    9.0800000000000001, 7.8200000000000003, 8.0999999999999996, 
    7.4199999999999999, 7.3399999999999999, 9.0600000000000005, 
    9.0800000000000001, NA, 8.9000000000000004, 8.7400000000000002, 
    7.96, NA, NA, 8.9000000000000004, 8.9000000000000004, 8.5999999999999996, 
    7.6399999999999997, 7.46, 8.6999999999999993, 7.6200000000000001, 
    8.9000000000000004, 8.0800000000000001, 9.7799999999999994, 
    8.4399999999999995, 9.0800000000000001, 9, 9.1400000000000006, 
    7.4199999999999999, 7.9800000000000004, 8.8800000000000008, 
    8.4800000000000004, 7.54, 8.9000000000000004, 9.5999999999999996, 
    8.8599999999999994, 7.6200000000000001, 7.6600000000000001, 
    8.4000000000000004, 9.0600000000000005, 7.2999999999999998, 
    8.5999999999999996, 8.9800000000000004, 7.9800000000000004, 
    9.2599999999999998, 8.7599999999999998, 8.9000000000000004, 
    8.9000000000000004, 9.0600000000000005, 8.9000000000000004, 
    8, 7.4400000000000004, 7.7400000000000002, 7.6200000000000001, 
    8.5399999999999991, NA, 7.6200000000000001, 9.9600000000000009, 
    8.9000000000000004, 8.9000000000000004, 8.4800000000000004, 
    8.9000000000000004, 8.0199999999999996, NA, 7.9400000000000004, 
    8.4800000000000004, 8.9000000000000004, 8.6999999999999993, 
    7.1600000000000001, 8.7799999999999994, 8.4399999999999995, 
    7.4199999999999999, 8.0399999999999991, 9.5, 7.6200000000000001, 
    8.5, 6.9000000000000004, 8.0800000000000001, 7.4400000000000004, 
    9.0999999999999996, 9.0600000000000005, 8.9000000000000004, 
    9.3200000000000003, 7.9000000000000004, 7.3399999999999999, 
    8.0999999999999996, 8.5, 7.2800000000000002, 6.6399999999999997, 
    9, 6.2800000000000002, 8.5399999999999991, 7.2800000000000002, 
    9.4399999999999995, 9.4399999999999995, 8.9399999999999995, 
    8.1999999999999993, 2.8199999999999998, 8.9800000000000004, 
    7.1200000000000001, 7.8600000000000003, NA, 8.9399999999999995, 
    7.7999999999999998, 7.6200000000000001, NA, 7.7599999999999998, 
    8.6799999999999997, 8.4600000000000009, 7.2599999999999998, 
    9.5, 8.9399999999999995, 7.6200000000000001, 7.5, 7.8200000000000003, 
    6.4400000000000004, 9.0999999999999996, 7.96, 6.4400000000000004, 
    6.4400000000000004, 8.8000000000000007, 8.0800000000000001, 
    8.3200000000000003, 7.7999999999999998, 6.4400000000000004, 
    8.9199999999999999, 7.6200000000000001, 9.0199999999999996, 
    8.9399999999999995, 8.9399999999999995, 8.9399999999999995, 
    8.5800000000000001, 7.9800000000000004, 6.6399999999999997, 
    8.8200000000000003, 8.9399999999999995, 6.54, 6.46, 8.9399999999999995, 
    8.9399999999999995, 6.4400000000000004, 7.1799999999999997, 
    9.6999999999999993, 8.9399999999999995, 7.4000000000000004, 
    8.9399999999999995, 8.9000000000000004, NA, 7.6200000000000001, 
    7.7999999999999998, 9.0600000000000005, 8.8800000000000008, 
    10, 8.9399999999999995, 8.8800000000000008, 7.4800000000000004, 
    8.5999999999999996, 4.6799999999999997, NA, 8.9399999999999995, 
    8.7200000000000006, 8.9399999999999995, 8.4800000000000004, 
    8.9399999999999995, 8, 8.0800000000000001, 7.5, 7.5800000000000001, 
    9.0600000000000005, 9.0800000000000001, NA, 8.9399999999999995, 
    8.7400000000000002, 8.4800000000000004, NA, NA, 8.9399999999999995, 
    8.9399999999999995, 8.5999999999999996, 7.6799999999999997, 
    7.46, 8.6999999999999993, 7.6200000000000001, 8.9399999999999995, 
    8.0800000000000001, 9.7200000000000006, 8.3399999999999999, 
    9.0800000000000001, 9, 9.0199999999999996, 7.1399999999999997, 
    7.9800000000000004, 8.8800000000000008, 8.4600000000000009, 
    7.54, 8.9399999999999995, 9.5999999999999996, 8.8800000000000008, 
    7.6200000000000001, 7.6600000000000001, 8.4399999999999995, 
    8.9000000000000004, 7.2199999999999998, 8.6199999999999992, 
    8.9800000000000004, 7.96, 9.2599999999999998, 8.7799999999999994, 
    8.9399999999999995, 8.9399999999999995, 8.9800000000000004, 
    8.9399999999999995, 8.1199999999999992, 7.5, 9.0199999999999996, 
    7.6200000000000001, 8.5199999999999996, NA, 7.2800000000000002, 
    10, 8.9399999999999995, 8.9399999999999995, 8.4600000000000009, 
    8.9399999999999995, 7.96, NA, 7.9400000000000004, 8.4600000000000009, 
    8.9399999999999995, 8.4399999999999995, 7.1600000000000001, 
    8.7799999999999994, 8.4399999999999995, 7.5, 8.0399999999999991, 
    9.5, 7.6200000000000001, 8.5, 6.7999999999999998, 8.0800000000000001, 
    7.5, 9.0999999999999996, 9.0199999999999996, 8.9399999999999995, 
    9.3000000000000007, 7.9000000000000004, 7.5, 8.0399999999999991, 
    8.5800000000000001, 7.3200000000000003, 6.8200000000000003, 
    9, 6.2800000000000002, 8.5399999999999991, 7.4800000000000004, 
    9.4399999999999995, 9.4399999999999995, 8.9800000000000004, 
    8.2200000000000006, 2.8199999999999998, 8.9800000000000004, 
    7.0599999999999996, 7.2999999999999998, NA, 8.9800000000000004, 
    7.7999999999999998, 7.6200000000000001, NA, 7.7599999999999998, 
    8.6999999999999993, 8.4600000000000009, 7.2599999999999998, 
    9.5, 8.9800000000000004, 7.6200000000000001, 7.5, NA, 6.4400000000000004, 
    9.2599999999999998, 7.96, 6.4400000000000004, 6.4199999999999999, 
    8.8000000000000007, 8.0800000000000001, 7.5, 7.7999999999999998, 
    6.4199999999999999, 8.9199999999999999, 7.6200000000000001, 
    9.0399999999999991, 8.9800000000000004, 8.9800000000000004, 
    8.9800000000000004, 8.5800000000000001, 7.7599999999999998, 
    6.5999999999999996, 8.8200000000000003, 8.9800000000000004, 
    6.54, 7.6200000000000001, 8.9800000000000004, 8.9800000000000004, 
    6.4400000000000004, 7.2000000000000002, 9.7400000000000002, 
    8.9800000000000004, 7.4000000000000004, 8.9800000000000004, 
    8.8800000000000008, NA, 7.6200000000000001, 7.8200000000000003, 
    9.0600000000000005, 8.9000000000000004, 10, 8.9800000000000004, 
    8.8800000000000008, 7.4800000000000004, 8.6400000000000006, 
    4.7999999999999998, NA, 8.9800000000000004, 8.7200000000000006, 
    8.9800000000000004, 8.5, 9.1199999999999992, 8, 8.1600000000000001, 
    7.5, 7.5800000000000001, 9.0600000000000005, 9.0800000000000001, 
    NA, 8.9800000000000004, 8.7400000000000002, 8.4800000000000004, 
    NA, NA, 8.9800000000000004, 8.9800000000000004, 8.4600000000000009, 
    7.6600000000000001, 7.46, 8.6999999999999993, 7.6200000000000001, 
    8.9800000000000004, 8.0800000000000001, 9.7200000000000006, 
    8.1999999999999993, 9.0800000000000001, 9, 9.0199999999999996, 
    6.3799999999999999, 7.9800000000000004, 8.8800000000000008, 
    8.4600000000000009, 7.54, 8.9800000000000004, 9.5800000000000001, 
    8.8800000000000008, 7.6200000000000001, 7.6600000000000001, 
    8.5999999999999996, 8.9000000000000004, 7.2199999999999998, 
    8.5600000000000005, 8.9800000000000004, 7.96, 8.9199999999999999, 
    8.7400000000000002, 8.9800000000000004, 8.9800000000000004, 
    9, 8.9800000000000004, 8.0999999999999996, 7.5, 9.0399999999999991, 
    7.6200000000000001, 8.5199999999999996, NA, 7.2800000000000002, 
    10, 8.9800000000000004, 8.9800000000000004, 8.4600000000000009, 
    8.9800000000000004, 7.8799999999999999, NA, 7.9199999999999999, 
    8.4600000000000009, 8.9800000000000004, 8.9600000000000009, 
    7.1600000000000001, 8.7799999999999994, 8.4399999999999995, 
    7.5, 8.0199999999999996, NA, 7.6200000000000001, 8.5, 6.7000000000000002, 
    8.0199999999999996, 7.5, 9.0800000000000001, 9.0199999999999996, 
    8.9800000000000004, 9.3000000000000007, 7.9000000000000004, 
    7.5, 8.0399999999999991, NA, 7.3200000000000003, 6.0999999999999996, 
    9, 6.2800000000000002, 8.5399999999999991, 7.4800000000000004, 
    9.4399999999999995, 9.3000000000000007, 8.9399999999999995, 
    8.2200000000000006, 2.8399999999999999, 8.9800000000000004, 
    7.0599999999999996, 7.2999999999999998, NA, 8.9399999999999995, 
    7.7999999999999998, 7.6200000000000001, NA, 7.9400000000000004, 
    8.6799999999999997, 8.4600000000000009, 7.2800000000000002, 
    NA, 8.9399999999999995, 7.6200000000000001, 7.46, NA, 6.4400000000000004, 
    9.0999999999999996, NA, 6.4400000000000004, 6.4199999999999999, 
    8.8000000000000007, 8.0800000000000001, 7.5, 7.5999999999999996, 
    6.4199999999999999, 8.9199999999999999, 7.6200000000000001, 
    9.0199999999999996, 8.9399999999999995, 8.9399999999999995, 
    8.9399999999999995, 8.5800000000000001, 7.7599999999999998, 
    6.5999999999999996, 8.8200000000000003, 8.9399999999999995, 
    6.54, 7.5999999999999996, 8.9399999999999995, 8.9399999999999995, 
    6.4400000000000004, NA, 9.7400000000000002, 8.9399999999999995, 
    7.4000000000000004, 8.9399999999999995, 8.8800000000000008, 
    NA, 7.6200000000000001, 7.8200000000000003, 9.4399999999999995, 
    8.9000000000000004, 10, 8.9399999999999995, 8.8399999999999999, 
    7.4199999999999999, 8.6400000000000006, 4.7999999999999998, 
    NA, 8.9399999999999995, 8.7200000000000006, 8.9399999999999995, 
    8.5, 9.0199999999999996, 7.96, 8.8200000000000003, 7.4800000000000004, 
    7.5800000000000001, 9.0600000000000005, 9.0800000000000001, 
    NA, 8.9399999999999995, NA, 8.4600000000000009, NA, NA, 8.9399999999999995, 
    8.9399999999999995, 8.4600000000000009, 7.6399999999999997, 
    7.4000000000000004, 8.4000000000000004, 7.6200000000000001, 
    8.9399999999999995, 7.6200000000000001, 9.7200000000000006, 
    7.7000000000000002, 9.0800000000000001, 9, 9.0199999999999996, 
    6.3799999999999999, 7.9400000000000004, 8.8800000000000008, 
    8.4600000000000009, 7.5199999999999996, 8.9399999999999995, 
    9.5800000000000001, 8.8800000000000008, 7.6200000000000001, 
    7.7599999999999998, 8.7799999999999994, 8.9000000000000004, 
    7.2199999999999998, 8.5600000000000005, 9, 7.9400000000000004, 
    8.9000000000000004, 8.7400000000000002, 8.9399999999999995, 
    8.9399999999999995, NA, 8.9399999999999995, 7.9000000000000004, 
    6.2599999999999998, NA, 7.6200000000000001, 8.5399999999999991, 
    NA, 7.2800000000000002, 10, 8.9399999999999995, 8.9399999999999995, 
    8.4600000000000009, 8.9399999999999995, 7.7599999999999998, 
    NA, NA, NA, 8.9399999999999995, 8.6999999999999993, 7.1600000000000001, 
    8.7799999999999994, NA, 7.4800000000000004, 8.0199999999999996, 
    NA, 7.6200000000000001, 8.5, 5.7000000000000002, 8.0600000000000005, 
    7.4800000000000004, 9.0800000000000001, 9.0199999999999996, 
    8.9399999999999995, 9.3000000000000007, 7.9000000000000004, 
    7.5, 7.8200000000000003, NA, 7.2800000000000002, 4.8799999999999999, 
    8.9600000000000009, 6.2800000000000002, 8.5399999999999991, 
    7.6799999999999997, 9.4399999999999995, 9.3000000000000007, 
    8.8800000000000008, 8.1799999999999997, 4.0199999999999996, 
    8.9600000000000009, 7.04, 7.2999999999999998, NA, 8.8800000000000008, 
    7.8399999999999999, 7.6200000000000001, NA, 8.3399999999999999, 
    8.6400000000000006, 8.4399999999999995, 7.2800000000000002, 
    NA, 8.8800000000000008, 7.6200000000000001, 7.46, NA, 6.4400000000000004, 
    9.0600000000000005, NA, 6.4199999999999999, 6.4199999999999999, 
    8.8000000000000007, 8.0800000000000001, 7.5, 7.5999999999999996, 
    6.4199999999999999, 8.7200000000000006, 7.6200000000000001, 
    9.0399999999999991, 8.8800000000000008, 8.8800000000000008, 
    8.8800000000000008, 8.5800000000000001, 7.7400000000000002, 
    6.5999999999999996, 8.8200000000000003, 8.8800000000000008, 
    6.54, 7.6600000000000001, 8.8800000000000008, 8.8800000000000008, 
    6.4400000000000004, NA, 9.7200000000000006, 8.8800000000000008, 
    7.4000000000000004, 8.8800000000000008, 8.8800000000000008, 
    NA, 7.6200000000000001, 7.8200000000000003, 9.4399999999999995, 
    8.8800000000000008, 10, 8.8800000000000008, 8.5399999999999991, 
    7.4000000000000004, 8.6199999999999992, 4.7999999999999998, 
    NA, 8.8800000000000008, 8.6400000000000006, 8.8800000000000008, 
    8.5, 8.9199999999999999, 7.8399999999999999, 8.8000000000000007, 
    7.4800000000000004, 7.5599999999999996, 9.0600000000000005, 
    9.0600000000000005, NA, 8.8800000000000008, NA, 8.4399999999999995, 
    NA, NA, 8.8800000000000008, 8.8800000000000008, 8.4600000000000009, 
    7.5, 7.4000000000000004, 8.2400000000000002, 7.6200000000000001, 
    8.8800000000000008, 7.6200000000000001, 9.4199999999999999, 
    7.4800000000000004, 9.0600000000000005, 9, 9.0199999999999996, 
    5.7199999999999998, 7.9800000000000004, 8.8800000000000008, 
    8.4399999999999995, 7.46, 8.8800000000000008, 9.5600000000000005, 
    8.8800000000000008, 7.6200000000000001, 7.5999999999999996, 
    8.3599999999999994, 8.8599999999999994, 7.2999999999999998, 
    8.5600000000000005, 9.0199999999999996, 7.6799999999999997, 
    8.7799999999999994, 8.7400000000000002, 8.8800000000000008, 
    8.8800000000000008, NA, 8.8800000000000008, 7.8399999999999999, 
    6.2800000000000002, NA, 7.6200000000000001, 8.5199999999999996, 
    NA, 7.2800000000000002, 10, 8.8800000000000008, 8.8800000000000008, 
    8.4399999999999995, 8.8800000000000008, 7.7599999999999998, 
    NA, NA, NA, 8.8800000000000008, 8.4600000000000009, 6.0800000000000001, 
    8.7799999999999994, NA, 7.4800000000000004, 7.9000000000000004, 
    NA, 7.6200000000000001, 8.5, 5.7000000000000002, 8.0600000000000005, 
    7.4800000000000004, 8.9000000000000004, 9, 8.8800000000000008, 
    9.3000000000000007, 7.9000000000000004, 7.3399999999999999, 
    6.6399999999999997, NA, 7.2400000000000002, 4.8799999999999999
    ), ef_trade_tariffs_sd = c(8.0239999999999991, 5.9176000000000002, 
    4.2544000000000004, 5.9447999999999999, 8.016, 8.3800000000000008, 
    6.8384, 6.6879999999999997, 1.8992, 7.0296000000000003, 6.1635999999999997, 
    5.6344000000000003, 6.4863999999999997, 6.8384, 4.984, 7.0232000000000001, 
    4.202, 6.3495999999999997, 6.9256000000000002, 5.5919999999999996, 
    6.1120000000000001, 8.7568000000000001, 6.8384, 7.0232000000000001, 
    5.1871999999999998, 6.4607999999999999, 6.2872000000000003, 
    2.2427999999999999, 4.8399999999999999, 6.1840000000000002, 
    6.2051999999999996, 9.8320000000000007, 7.2675999999999998, 
    5.9344000000000001, 7.6456, 7.0011999999999999, 6.3936000000000002, 
    7.0232000000000001, 6.8384, 6.8384, 6.8384, 6.8384, 6.4375999999999998, 
    4.8832000000000004, 0, 6.6159999999999997, 6.8384, 5.3368000000000002, 
    0, 6.8384, 6.8384, 6.1059999999999999, 7.0107999999999997, 
    8.3140000000000001, 6.8384, 7.0232000000000001, 6.8384, 7.5136000000000003, 
    7.1916000000000002, 7.2868000000000004, 5.1167999999999996, 
    5.7759999999999998, 6.8536000000000001, 10, 6.8384, 3.0628000000000002, 
    3.6215999999999999, 5.8920000000000003, 0, NA, 6.8384, 6.6147999999999998, 
    6.8384, 5.5119999999999996, 4.1760000000000002, 4.1024000000000003, 
    7.2400000000000002, 5.1871999999999998, 0, 7.8944000000000001, 
    7.6264000000000003, 7.3479999999999999, 6.8384, 5.4855999999999998, 
    5.6223999999999998, 7.0216000000000003, NA, 6.8384, 6.8384, 
    6.5456000000000003, 7.2388000000000003, 5.8335999999999997, 
    3.3879999999999999, 7.0232000000000001, 6.8384, 7.1680000000000001, 
    8.6440000000000001, 5.5199999999999996, 7.7751999999999999, 
    9.0640000000000001, 7.7380000000000004, 3.3759999999999999, 
    7.0507999999999997, 7.3120000000000003, 5.5616000000000003, 
    5.3536000000000001, 6.8384, 8.9760000000000009, 7.0132000000000003, 
    7.0232000000000001, 6.9024000000000001, 0, 5.556, 5.8860000000000001, 
    6.1104000000000003, 6.0895999999999999, 6.7855999999999996, 
    8.4352, 7.3036000000000003, 6.8384, 6.8384, 6.9356, 6.8384, 
    6.7472000000000003, 5.2755999999999998, 6.1647999999999996, 
    7.0232000000000001, 7.1584000000000003, 5.8895999999999997, 
    7.1440000000000001, 10, 6.8384, 6.8384, 5.0720000000000001, 
    6.8384, 2.9691999999999998, 6.5439999999999996, 6.1311999999999998, 
    5.5616000000000003, 6.8384, 0, 0.628, 4.8799999999999999, 
    7.8415999999999997, 5.0979999999999999, 3.444, 10, 7.0232000000000001, 
    5.8056000000000001, 5.2671999999999999, 0.53879999999999995, 
    5.1871999999999998, 7.9480000000000004, 6.992, 6.8384, 6.3739999999999997, 
    6.8384, 6.4947999999999997, 5.4687999999999999, 7.8700000000000001, 
    1.2707999999999999, 1.7176, 8.0239999999999991, 5.7888000000000002, 
    4.2544000000000004, 6.0288000000000004, 8.3895999999999997, 
    8.5, 7.0011999999999999, 6.6147999999999998, 2.2707999999999999, 
    7.2927999999999997, 6.1635999999999997, 5.6344000000000003, 
    NA, 7.0011999999999999, 5.0731999999999999, 7.0232000000000001, 
    4.202, 6.3807999999999998, 6.976, 5.5312000000000001, 6.1120000000000001, 
    8.7279999999999998, 7.0011999999999999, 7.0232000000000001, 
    5.1871999999999998, 6.4607999999999999, 6.2872000000000003, 
    1.9359999999999999, 4.8399999999999999, 6.1840000000000002, 
    6.2051999999999996, 9.8320000000000007, 6.9508000000000001, 
    6.2835999999999999, 7.6456, 6.1627999999999998, 6.2367999999999997, 
    7.0232000000000001, 7.0011999999999999, 7.0011999999999999, 
    7.0011999999999999, 7.0011999999999999, 8.4231999999999996, 
    4.7640000000000002, 0, 6.6399999999999997, 8.6332000000000004, 
    5.3368000000000002, 0.56999999999999995, 7.0011999999999999, 
    7.0011999999999999, 6.1059999999999999, 7.0107999999999997, 
    8.3620000000000001, 7.0011999999999999, 7.1619999999999999, 
    7.0011999999999999, 7.5136000000000003, 7.1916000000000002, 
    7.2868000000000004, 5.1167999999999996, 7.6768000000000001, 
    6.8536000000000001, 10, 7.0011999999999999, 3.032, 3.5144000000000002, 
    6.1635999999999997, 0, NA, 7.0011999999999999, 5.9139999999999997, 
    7.0011999999999999, 5.5119999999999996, 4.3040000000000003, 
    4, 6.5368000000000004, 5.2012, 0, 7.8944000000000001, 7.6319999999999997, 
    6.5999999999999996, 7.0011999999999999, 5.5872000000000002, 
    5.5919999999999996, 7.0216000000000003, NA, 7.0011999999999999, 
    7.0011999999999999, 6.4947999999999997, 7.2388000000000003, 
    5.1616, 2.7532000000000001, 7.0232000000000001, 7.0011999999999999, 
    7.1680000000000001, 8.6600000000000001, 5.1436000000000002, 
    7.7968000000000002, 9.6400000000000006, 7.6799999999999997, 
    3.3759999999999999, 7.0507999999999997, 7.3120000000000003, 
    5.4400000000000004, 5.4244000000000003, 7.0011999999999999, 
    8.9600000000000009, 7.0132000000000003, 7.0232000000000001, 
    6.9992000000000001, 0, 5.71, 5.9656000000000002, 6.1104000000000003, 
    6.0895999999999999, 6.7855999999999996, 8.4352, 7.3036000000000003, 
    7.0011999999999999, 7.0011999999999999, 7.2176, 7.0011999999999999, 
    6.5056000000000003, 5.2384000000000004, 6.9603999999999999, 
    7.0232000000000001, 7.1584000000000003, 5.8704000000000001, 
    7.1440000000000001, 10, 7.0011999999999999, 7.0011999999999999, 
    4.8624000000000001, 7.0011999999999999, 3.0064000000000002, 
    NA, 6.1311999999999998, 5.4400000000000004, 7.0011999999999999, 
    0, 0.628, 4.7008000000000001, 7.8415999999999997, 5.0979999999999999, 
    3.444, 10, 7.0232000000000001, 5.8056000000000001, 5.1639999999999997, 
    0.66879999999999995, 5.2384000000000004, 7.9660000000000002, 
    7.1612, 7.0011999999999999, 6.3319999999999999, 6.8079999999999998, 
    6.8524000000000003, 3.2976000000000001, 7.8700000000000001, 
    1.4048, 2.0032000000000001, 8.0391999999999992, 5.7888000000000002, 
    4.2544000000000004, 6.0288000000000004, 8.2832000000000008, 
    8.2072000000000003, 6.5444000000000004, 6.6879999999999997, 
    2.5588000000000002, 7.4432, 6.2747999999999999, 5.6344000000000003, 
    NA, 6.5444000000000004, 4.3856000000000002, 7.2868000000000004, 
    NA, 6.3807999999999998, 6.6719999999999997, 5.5312000000000001, 
    6.0579999999999998, 8.7135999999999996, 6.5444000000000004, 
    7.2868000000000004, 5.1871999999999998, 6.4607999999999999, 
    6.2872000000000003, 1.9696, 4.8288000000000002, 6.1840000000000002, 
    6.1840000000000002, 9.8320000000000007, 7.2351999999999999, 
    6.3343999999999996, 7.6456, 6.1627999999999998, 6.2816000000000001, 
    7.2868000000000004, 6.5444000000000004, 6.5444000000000004, 
    6.5444000000000004, 6.5444000000000004, 6.4375999999999998, 
    4.7164000000000001, 0, 6.5679999999999996, 6.5444000000000004, 
    5.2944000000000004, 0, 6.5444000000000004, 6.5444000000000004, 
    6.1059999999999999, 7.0107999999999997, 8.2780000000000005, 
    6.5444000000000004, 7.1619999999999999, 6.5444000000000004, 
    7.5136000000000003, 7.1916000000000002, 7.2868000000000004, 
    5.2064000000000004, 7.6768000000000001, 7.0132000000000003, 
    10, 6.5444000000000004, 2.7919999999999998, 3.25, 6.1635999999999997, 
    0, NA, 6.5444000000000004, 5.8048000000000002, 6.5444000000000004, 
    5.3760000000000003, 3.4815999999999998, 4.0839999999999996, 
    6.2847999999999997, 5.1871999999999998, 0, 7.8944000000000001, 
    7.9576000000000002, 6.5999999999999996, 6.5444000000000004, 
    5.3487999999999998, 5.5919999999999996, 6.8992000000000004, 
    NA, 6.5444000000000004, 6.5444000000000004, 6.4947999999999997, 
    7.2855999999999996, 5.1616, 2.8264, 7.2868000000000004, 6.5444000000000004, 
    7.1680000000000001, 8.6440000000000001, 4.3899999999999997, 
    7.6631999999999998, 9.6999999999999993, 7.5891999999999999, 
    3.5935999999999999, 7.0507999999999997, 7.3120000000000003, 
    5.4400000000000004, 5.6703999999999999, 6.5444000000000004, 
    8.9600000000000009, 7.0132000000000003, 7.2868000000000004, 
    6.5251999999999999, 0, 7.6124000000000001, 5.6048, 6.0831999999999997, 
    5.4504000000000001, 6.7599999999999998, 8.3544, 7.3036000000000003, 
    6.5444000000000004, 6.5444000000000004, 7.4244000000000003, 
    6.5444000000000004, 6.3040000000000003, 5.2755999999999998, 
    7.0827999999999998, 7.2868000000000004, 7.1584000000000003, 
    NA, 7.1440000000000001, 10, 6.5444000000000004, 6.5444000000000004, 
    4.7103999999999999, 6.5444000000000004, 0.99399999999999999, 
    NA, 6.1311999999999998, 5.4703999999999997, 6.5444000000000004, 
    0, 0.628, 4.4100000000000001, 7.5975999999999999, 5.1871999999999998, 
    3.4112, 10, 7.2868000000000004, 5.8056000000000001, 5.5444000000000004, 
    0.49840000000000001, 5.2248000000000001, 7.9299999999999997, 
    7.4432, 6.5444000000000004, 6.3879999999999999, 6.8079999999999998, 
    6.8524000000000003, 5.516, 7.9000000000000004, 5.8959999999999999, 
    2.3715999999999999, 8.0391999999999992, 5.8319999999999999, 
    7.3136000000000001, 6.1943999999999999, 8.3620000000000001, 
    8.3691999999999993, 6.2160000000000002, 6.7599999999999998, 
    2.3967999999999998, 7.1048, 6.2747999999999999, 5.1616, NA, 
    6.2160000000000002, 5.1604000000000001, 7.2868000000000004, 
    NA, 6.3807999999999998, 6.7232000000000003, 5.4096000000000002, 
    6.0579999999999998, 7.8200000000000003, 6.2160000000000002, 
    7.2868000000000004, 5.1871999999999998, 6.5556000000000001, 
    6.1840000000000002, 2.1040000000000001, 4.8288000000000002, 
    6.1840000000000002, 6.1840000000000002, 9.8320000000000007, 
    6.9508000000000001, 6.8672000000000004, 7.6239999999999997, 
    6.1840000000000002, 6.2367999999999997, 7.2868000000000004, 
    6.2160000000000002, 6.2160000000000002, 6.2160000000000002, 
    6.2160000000000002, 6.4375999999999998, 5.2732000000000001, 
    0, 6.5919999999999996, 6.2160000000000002, 5.2944000000000004, 
    0, 6.2160000000000002, 6.2160000000000002, 6.2351999999999999, 
    7.0107999999999997, 8.6500000000000004, 6.2160000000000002, 
    7.2135999999999996, 6.2160000000000002, 7.4687999999999999, 
    7.1916000000000002, 7.2868000000000004, 5.2064000000000004, 
    7.6768000000000001, 6.9904000000000002, 10, 6.2160000000000002, 
    0, 3.25, 6.1635999999999997, 0, NA, 6.2160000000000002, 5.9888000000000003, 
    6.2160000000000002, 6.1727999999999996, 2.1600000000000001, 
    3.996, 6.1416000000000004, 5.2248000000000001, 0, 7.8944000000000001, 
    7.9943999999999997, NA, 6.2160000000000002, 3.8759999999999999, 
    5.5616000000000003, NA, NA, 6.2160000000000002, 6.2160000000000002, 
    6.5456000000000003, 7.2388000000000003, 5.2384000000000004, 
    2.7999999999999998, 7.2868000000000004, 6.2160000000000002, 
    7.1959999999999997, 8.5920000000000005, 3.3323999999999998, 
    7.6816000000000004, 9.7200000000000006, 7.4543999999999997, 
    1.8472, 7.0507999999999997, 7.3120000000000003, 5.2576000000000001, 
    5.9008000000000003, 6.2160000000000002, 8.968, 6.984, 7.2868000000000004, 
    6.8175999999999997, 0, 7.1799999999999997, 5.5179999999999998, 
    5.9980000000000002, 5.6760000000000002, 6.7599999999999998, 
    8.3544, 7.3036000000000003, 6.2160000000000002, 6.2160000000000002, 
    7.4055999999999997, 6.2160000000000002, 5.6155999999999997, 
    5.2896000000000001, 6.6976000000000004, 7.3095999999999997, 
    7.1584000000000003, NA, 7.1440000000000001, 5.0784000000000002, 
    6.2160000000000002, 6.2160000000000002, 3.7071999999999998, 
    6.2160000000000002, 3.7827999999999999, NA, 6.1311999999999998, 
    5.2576000000000001, 6.2160000000000002, 0, 0.628, 5.032, 
    7.7847999999999997, 5.1871999999999998, 3.4792000000000001, 
    10, 7.2868000000000004, 5.8056000000000001, 5.1639999999999997, 
    0.496, 5.2384000000000004, 7.9480000000000004, 7.3680000000000003, 
    6.2160000000000002, 6.3823999999999996, 6.8079999999999998, 
    6.7548000000000004, 5.4400000000000004, 7.9000000000000004, 
    5.7232000000000003, 0.31680000000000003, 8.0391999999999992, 
    5.8319999999999999, 7.3136000000000001, 5.9000000000000004, 
    8.3620000000000001, 8.8984000000000005, 6.1059999999999999, 
    6.6512000000000002, 2.9636, 6.8600000000000003, 6.3712, 2.2128000000000001, 
    NA, 6.1059999999999999, 5.0351999999999997, 7.2868000000000004, 
    NA, 6.7744, 5.5911999999999997, 5.5616000000000003, 6.0579999999999998, 
    7.8200000000000003, 6.1059999999999999, 7.2868000000000004, 
    5.2384000000000004, 6.5556000000000001, 6.2263999999999999, 
    1.8644000000000001, 4.8288000000000002, 6.2263999999999999, 
    6.2263999999999999, 9.8320000000000007, 6.9664000000000001, 
    6.8672000000000004, 7.6239999999999997, 6.2263999999999999, 
    6.2367999999999997, 7.2868000000000004, 7.54, 6.1059999999999999, 
    6.1059999999999999, 6.1059999999999999, 6.4375999999999998, 
    5.2732000000000001, 0, 6.5679999999999996, 6.1059999999999999, 
    5.2944000000000004, 0, 6.1059999999999999, 6.1059999999999999, 
    6.2263999999999999, 7.0107999999999997, 8.218, 6.1059999999999999, 
    7.1920000000000002, 6.1059999999999999, 7.4008000000000003, 
    NA, 7.2868000000000004, 5.1167999999999996, 8.1519999999999992, 
    6.9607999999999999, 10, 6.1059999999999999, 1.3979999999999999, 
    3.2048000000000001, 5.8840000000000003, 0, NA, 6.1059999999999999, 
    4.8928000000000003, 6.1059999999999999, 5.6832000000000003, 
    2.7320000000000002, 4.0704000000000002, 5.516, 5.2012, 0, 
    7.8944000000000001, 7.9943999999999997, NA, 6.1059999999999999, 
    3.8759999999999999, 4.0431999999999997, NA, NA, 6.1059999999999999, 
    6.1059999999999999, 6.5279999999999996, 7.2624000000000004, 
    5.5804, 2.278, 7.2868000000000004, 6.1059999999999999, 7.1959999999999997, 
    8.4687999999999999, 2.6055999999999999, 7.7000000000000002, 
    9.7200000000000006, 7.6092000000000004, 1.8472, 7.0507999999999997, 
    7.3120000000000003, 5.1967999999999996, 5.8672000000000004, 
    6.1059999999999999, 8.9600000000000009, 7.0359999999999996, 
    7.2868000000000004, 6.8643999999999998, 0, 7.1424000000000003, 
    5.5720000000000001, 6.024, 5.5720000000000001, 6.7275999999999998, 
    8.1351999999999993, 6.8752000000000004, 6.1059999999999999, 
    6.1059999999999999, 7.3868, 6.1059999999999999, 5.4400000000000004, 
    5.2384000000000004, 1.7736000000000001, 7.2868000000000004, 
    7.1584000000000003, NA, 7.1440000000000001, 5.3087999999999997, 
    6.1059999999999999, 6.1059999999999999, 3.6463999999999999, 
    6.1059999999999999, 3.9807999999999999, NA, 6.1684000000000001, 
    5.1967999999999996, 6.1059999999999999, 0, 3.1840000000000002, 
    4.7539999999999996, 7.7535999999999996, 5.1496000000000004, 
    4.8647999999999998, 9.0600000000000005, 7.2868000000000004, 
    5.4400000000000004, 5.1639999999999997, 1.3216000000000001, 
    5.2384000000000004, 7.4260000000000002, 7.3868, 6.1059999999999999, 
    6.4504000000000001, 6.8079999999999998, 6.8079999999999998, 
    5.4020000000000001, 8.1999999999999993, 5.8655999999999997, 
    0.31680000000000003, 7.7800000000000002, 5.8319999999999999, 
    7.3136000000000001, 6.1375999999999999, 8.1080000000000005, 
    7.6479999999999997, 6.2263999999999999, 6.5800000000000001, 
    2.9636, 6.6748000000000003, 6.3712, 5.3776000000000002, NA, 
    6.2263999999999999, 5.2039999999999997, 7.2868000000000004, 
    NA, 6.7744, 6.3040000000000003, 4.9180000000000001, 6.0544000000000002, 
    7.8200000000000003, 6.2263999999999999, 7.2868000000000004, 
    5.2999999999999998, 6.5556000000000001, 6.2263999999999999, 
    0.85599999999999998, 4.9000000000000004, 6.2263999999999999, 
    6.2263999999999999, 9.8320000000000007, 6.9664000000000001, 
    6.8752000000000004, 7.6239999999999997, 6.2263999999999999, 
    6.3064, 7.2868000000000004, 7.5107999999999997, 6.2263999999999999, 
    6.2263999999999999, 6.2263999999999999, 6.4480000000000004, 
    5.1924000000000001, 0, 6.6252000000000004, 6.2263999999999999, 
    5.3635999999999999, 0, 6.2263999999999999, 6.2263999999999999, 
    6.2263999999999999, 7.0107999999999997, 7.9059999999999997, 
    6.2263999999999999, 7.1920000000000002, 6.2263999999999999, 
    7.5579999999999998, NA, 7.2868000000000004, 5.2919999999999998, 
    7.7439999999999998, 7.0431999999999997, 10, 6.2263999999999999, 
    0.83840000000000003, 4.0039999999999996, 5.7439999999999998, 
    0, NA, 6.2263999999999999, 3.786, 6.2263999999999999, 5.6832000000000003, 
    0.26919999999999999, 3.7999999999999998, 4.0864000000000003, 
    5.2999999999999998, 0, 7.9320000000000004, 7.9943999999999997, 
    NA, 6.2263999999999999, 3.8759999999999999, 5.5616000000000003, 
    NA, NA, 6.2263999999999999, 6.2263999999999999, 6.5279999999999996, 
    7.3087999999999997, 5.7835999999999999, 2.2759999999999998, 
    7.2868000000000004, 6.2263999999999999, 7.1959999999999997, 
    8.1128, 2.3639999999999999, 7.6816000000000004, 9.6999999999999993, 
    7.5696000000000003, 1.5915999999999999, 7.0507999999999997, 
    7.1551999999999998, 4.9180000000000001, 5.4736000000000002, 
    6.2263999999999999, 8.9280000000000008, 6.9088000000000003, 
    7.2868000000000004, 6.8643999999999998, 0, 5.4400000000000004, 
    5.4408000000000003, 6.0808, 5.5720000000000001, 6.6543999999999999, 
    8.1351999999999993, 7.3647999999999998, 6.2263999999999999, 
    6.2263999999999999, 6.3688000000000002, 6.2263999999999999, 
    5.7511999999999999, 5.2999999999999998, 8.3732000000000006, 
    7.2868000000000004, 7.1584000000000003, NA, 6.3007999999999997, 
    10, 6.2263999999999999, 6.2263999999999999, 3.2240000000000002, 
    6.2263999999999999, 4.2064000000000004, NA, 6.1684000000000001, 
    4.9180000000000001, 6.2263999999999999, 0, 3.1840000000000002, 
    4.6807999999999996, 7.5039999999999996, 5.2999999999999998, 
    4.8647999999999998, 10, 7.2868000000000004, 5.4400000000000004, 
    5.4560000000000004, 1.3216000000000001, 5.2999999999999998, 
    7.4080000000000004, 6.9424000000000001, 6.2263999999999999, 
    6.3600000000000003, 6.766, 7.4500000000000002, 5.2160000000000002, 
    8.1256000000000004, 5.8192000000000004, 2.9403999999999999, 
    7.7800000000000002, 5.8319999999999999, 7.2843999999999998, 
    5.7664, 8.1080000000000005, 7.8048000000000002, 6.4096000000000002, 
    6.7960000000000003, 2.9636, 6.2560000000000002, 6.5308000000000002, 
    1.736, NA, 6.4096000000000002, 4.984, 7.2868000000000004, 
    NA, 6.7744, 6.6200000000000001, 5.0720000000000001, 6.0544000000000002, 
    7.8899999999999997, 8.8371999999999993, 7.2868000000000004, 
    5.2999999999999998, NA, 6.2263999999999999, 2.7332000000000001, 
    4.8183999999999996, 6.2263999999999999, 6.2051999999999996, 
    9.8320000000000007, 6.9664000000000001, 6.4500000000000002, 
    7.6239999999999997, 6.2051999999999996, 6.3495999999999997, 
    7.2868000000000004, 7.6383999999999999, 6.4096000000000002, 
    6.4096000000000002, 6.4096000000000002, 6.4480000000000004, 
    4.8032000000000004, 0, 6.6959999999999997, 6.4096000000000002, 
    5.3635999999999999, 0, 6.4096000000000002, 6.4096000000000002, 
    6.1551999999999998, 6.976, 7.9875999999999996, 6.4096000000000002, 
    7.1920000000000002, 6.4096000000000002, 7.5808, NA, 7.2868000000000004, 
    5.1167999999999996, 7.7439999999999998, 7.0431999999999997, 
    10, 6.4096000000000002, 0.90559999999999996, 4.0039999999999996, 
    5.5392000000000001, 0, NA, 6.4096000000000002, 3.786, 6.4096000000000002, 
    5.7400000000000002, 2.6608000000000001, 3.7200000000000002, 
    5.4736000000000002, 5.2999999999999998, 0, 7.9320000000000004, 
    7.976, NA, 6.4096000000000002, 3.8759999999999999, 5.5312000000000001, 
    NA, NA, 6.4096000000000002, 6.4096000000000002, 6.3360000000000003, 
    7.3323999999999998, 5.7835999999999999, 2.2759999999999998, 
    7.2868000000000004, 6.4096000000000002, 7.1959999999999997, 
    8.0792000000000002, 2.1520000000000001, 7.6816000000000004, 
    9.6999999999999993, 7.5696000000000003, 1.8188, 7.0507999999999997, 
    7.1551999999999998, 5.0720000000000001, 5.6212, 6.4096000000000002, 
    8.9247999999999994, 7.0655999999999999, 7.2868000000000004, 
    6.8643999999999998, 0, 5.4400000000000004, 0, 6.1375999999999999, 
    5.5720000000000001, 6.6951999999999998, 7.4728000000000003, 
    7.2027999999999999, 6.4096000000000002, 6.4096000000000002, 
    6.6799999999999997, 6.4096000000000002, 5.6680000000000001, 
    5.2999999999999998, 7.3503999999999996, 7.2868000000000004, 
    7.1288, NA, 6.3007999999999997, 10, 6.4096000000000002, 6.4096000000000002, 
    3.2856000000000001, 6.4096000000000002, 4.4880000000000004, 
    NA, 6.1311999999999998, 5.0720000000000001, 6.4096000000000002, 
    0.68159999999999998, 3.1840000000000002, 4.7295999999999996, 
    7.5039999999999996, 5.2999999999999998, 4.7332000000000001, 
    NA, 7.2868000000000004, 5.468, 5.1820000000000004, 1.1692, 
    5.2999999999999998, 7.3319999999999999, 7.0011999999999999, 
    6.4096000000000002, 6.4299999999999997, 6.766, 7.4500000000000002, 
    5.2160000000000002, 8.1199999999999992, 5.8192000000000004, 
    0, 7.7800000000000002, 5.8335999999999997, 7.2843999999999998, 
    5.7160000000000002, 8.1080000000000005, 7.8019999999999996, 
    6.29, 6.7960000000000003, 2.9832000000000001, 6.2560000000000002, 
    6.5308000000000002, 1.736, NA, 6.29, 4.984, 7.2868000000000004, 
    NA, 7.6104000000000003, 6.3304, 5.2876000000000003, 6.0831999999999997, 
    NA, 6.29, 7.2868000000000004, 6.2408000000000001, NA, 6.2263999999999999, 
    2.7280000000000002, NA, 6.2263999999999999, 6.2051999999999996, 
    9.8079999999999998, 6.9664000000000001, 6.8499999999999996, 
    7.5519999999999996, 6.2051999999999996, 6.3064, 7.2868000000000004, 
    7.4912000000000001, 6.29, 6.29, 6.29, 6.4480000000000004, 
    4.8032000000000004, 0, 6.6723999999999997, 6.29, 5.3635999999999999, 
    0, 6.29, 6.29, 6.1551999999999998, NA, 7.7380000000000004, 
    6.29, 7.1399999999999997, 6.29, 7.5583999999999998, NA, 7.2868000000000004, 
    5.1159999999999997, 8.1408000000000005, 7.0431999999999997, 
    10, 6.29, 0.41839999999999999, 3.6532, 5.5392000000000001, 
    0, NA, 6.29, 3.786, 6.29, 5.7400000000000002, 1.768, 3.6352000000000002, 
    7.0027999999999997, 5.2624000000000004, 0, 7.9320000000000004, 
    8.0128000000000004, NA, 6.29, NA, 5.5339999999999998, NA, 
    NA, 6.29, 6.29, 6.3360000000000003, 7.3095999999999997, 6.048, 
    0, 7.2868000000000004, 6.29, 7.1916000000000002, 8.0568000000000008, 
    2.9159999999999999, 7.7552000000000003, 9.7200000000000006, 
    7.5499999999999998, 1.8188, 7.0747999999999998, 7.1551999999999998, 
    5.2876000000000003, 5.8335999999999997, 6.29, 8.9247999999999994, 
    6.976, 7.2868000000000004, 6.6848000000000001, 0, 5.4400000000000004, 
    5.3852000000000002, 6.1375999999999999, 4.8799999999999999, 
    6.7039999999999997, 7.4480000000000004, 7.2027999999999999, 
    6.29, 6.29, NA, 6.29, 4.2460000000000004, 6.0355999999999996, 
    NA, 7.2868000000000004, 7.1676000000000002, NA, 6.3007999999999997, 
    10, 6.29, 6.29, 3.9323999999999999, 6.29, 5.0271999999999997, 
    NA, NA, NA, 6.29, 0, 3.1840000000000002, 4.0464000000000002, 
    NA, 5.2119999999999997, 4.7332000000000001, NA, 7.2868000000000004, 
    5.468, 3.3759999999999999, 1.1919999999999999, 5.3128000000000002, 
    7.8288000000000002, 7.0011999999999999, 6.29, 6.5, 6.766, 
    7.4500000000000002, 4.7244000000000002, NA, 5.9744000000000002, 
    0, 7.7759999999999998, 5.8319999999999999, 7.3120000000000003, 
    6.3799999999999999, 8.1080000000000005, 7.0999999999999996, 
    5.6079999999999997, 6.3600000000000003, 4.6180000000000003, 
    6.0679999999999996, 6.508, 1.736, NA, 5.6079999999999997, 
    5.1200000000000001, 7.2880000000000003, NA, 8.8040000000000003, 
    5.6799999999999997, 5.1959999999999997, 6.0839999999999996, 
    NA, 5.6079999999999997, 7.2880000000000003, 6.2400000000000002, 
    NA, 6.2279999999999998, 2.1400000000000001, NA, 6.2051999999999996, 
    6.2051999999999996, 9.7840000000000007, 6.968, 6.7999999999999998, 
    7.5519999999999996, 6.2051999999999996, 6.468, 7.2880000000000003, 
    7.484, 5.6079999999999997, 5.6079999999999997, 5.6079999999999997, 
    6.4480000000000004, 6.0679999999999996, 0, 6.6959999999999997, 
    5.6079999999999997, 5.3639999999999999, 0, 5.6079999999999997, 
    5.6079999999999997, 6.1559999999999997, NA, 7.1200000000000001, 
    5.6079999999999997, 7.1399999999999997, 5.6079999999999997, 
    7.5599999999999996, NA, 7.2880000000000003, 5.1159999999999997, 
    8.1519999999999992, 7.0880000000000001, 10, 5.6079999999999997, 
    0, 3.5, 5.5279999999999996, 0, NA, 5.6079999999999997, 3.1200000000000001, 
    5.6079999999999997, 5.7400000000000002, 0.23599999999999999, 
    4.1680000000000001, 6.2800000000000002, 5.2640000000000002, 
    0, 7.9320000000000004, 7.9119999999999999, NA, 5.6079999999999997, 
    NA, 5.6959999999999997, NA, NA, 5.6079999999999997, 5.6079999999999997, 
    6.3360000000000003, 7.5, 6.2039999999999997, 0.35599999999999998, 
    7.2880000000000003, 5.6079999999999997, 7.1916000000000002, 
    6.1360000000000001, 2.996, 7.2720000000000002, 9.6999999999999993, 
    7.492, 1.696, 7.0919999999999996, 7.1551999999999998, 5.1959999999999997, 
    5.3280000000000003, 5.6079999999999997, 8.8040000000000003, 
    7.0640000000000001, 7.2880000000000003, 6.3040000000000003, 
    0, 5.0960000000000001, 5.6239999999999997, 6.0839999999999996, 
    5.492, 6.9359999999999999, 7.3399999999999999, 7.1280000000000001, 
    5.6079999999999997, 5.6079999999999997, NA, 5.6079999999999997, 
    4.944, 6.056, NA, 7.2880000000000003, 7.1280000000000001, 
    NA, 6.3007999999999997, 10, 5.6079999999999997, 5.6079999999999997, 
    3.5720000000000001, 5.6079999999999997, 4.7599999999999998, 
    NA, NA, NA, 5.6079999999999997, 0, 1.8879999999999999, 4.1680000000000001, 
    NA, 5.2119999999999997, 4.4560000000000004, NA, 7.2880000000000003, 
    5.468, 3.3759999999999999, 1.1919999999999999, 5.3120000000000003, 
    6.5880000000000001, 6.3600000000000003, 5.6079999999999997, 
    6.3719999999999999, 6.7640000000000002, 6.7560000000000002, 
    1.8688, NA, 5.9720000000000004, 0), ef_trade_tariffs = c(8.9635555559999993, 
    6.8725333329999998, 6.9892444439999997, 6.4215999999999998, 
    8.5475555560000007, 8.8200000000000003, 8.2661333330000009, 
    7.9737777779999996, 3.2530666670000001, 8.5231999999999992, 
    6.5411999999999999, 7.2825777780000003, 7.7043555560000003, 
    8.2661333330000009, 6.6191111109999996, 6.8077333329999998, 
    6.4717777779999999, 7.7491777620000004, 8.5518666670000005, 
    5.944, 7.2617777779999999, 9.2584, 8.2661333330000009, 7.3677333330000003, 
    6.8979555560000003, 7.6447111110000003, 5.4957333330000004, 
    7.0476000000000001, 6.6977777779999998, 4.4902222219999999, 
    6.3125999999999998, 9.4706666669999997, 8.2114222219999995, 
    7.820355556, 7.7507555559999997, 7.989288889, 7.962311111, 
    5.7744, 8.5683555560000002, 8.2661333330000009, 8.2661333330000009, 
    8.2661333330000009, 7.9080888890000001, 6.3188444439999998, 
    4.9000000000000004, 8.2275555560000004, 8.2661333330000009, 
    5.2322666670000002, 4.9577777779999996, 8.2661333330000009, 
    8.2661333330000009, 6.2830000000000004, 6.4769333329999998, 
    9.2935555559999994, 8.2661333330000009, 7.2899555559999998, 
    8.2661333330000009, 8.6000888890000002, 7.4058000000000002, 
    7.4534000000000002, 6.4683999999999999, 7.008, 8.4134222219999995, 
    9.9977777779999997, 8.2661333330000009, 7.3231555559999997, 
    6.2916444440000001, 7.9373333329999998, 4.0666666669999998, 
    9.7333333329999991, 8.2661333330000009, 8.5182666670000007, 
    8.2661333330000009, 5.0551111110000004, 7.6697777780000003, 
    7.1052444440000002, 7.7755555559999996, 6.7423999999999999, 
    5.5955555559999999, 8.7781333329999995, 8.1332444440000007, 
    8.1982222220000001, 8.2661333330000009, 7.8263111109999999, 
    4.7008000000000001, 7.1383111110000002, NA, 8.2661333330000009, 
    8.2661333330000009, 8.241866667, 6.8507111109999999, 7.4023111110000004, 
    7.3559999999999999, 7.6010666670000004, 8.2661333330000009, 
    7.3840000000000003, 9.4102222219999998, 7.9644444439999997, 
    8.6895111109999998, 8.9013333330000002, 8.2526666669999997, 
    6.7831111110000002, 7.9436, 5.3973333329999997, 5.6160888890000003, 
    5.9823111109999996, 8.2661333330000009, 9.1275555560000008, 
    8.4599555560000006, 6.134238742, 7.2412000000000001, 6.2266666669999999, 
    8.0275555559999994, 7.1331111109999998, 7.8958483169999996, 
    7.2543111109999998, 7.9618666669999998, 9.1739555559999992, 
    7.7478666670000003, 8.2661333330000009, 8.2661333330000009, 
    8.4363111110000002, 8.2661333330000009, 6.9379555560000004, 
    7.0496444440000001, 7.5724, 7.3743999999999996, 8.3150222219999996, 
    8.1854222219999997, 7.9191111110000003, 10, 8.2661333330000009, 
    8.2661333330000009, 7.4373333329999998, 8.2661333330000009, 
    5.9119555559999997, 7.0720000000000001, 7.4792888890000002, 
    4.6805333329999996, 8.2661333330000009, 6.215555556, 5.231555556, 
    7.7114269899999996, 8.5027555560000003, 7.0259999999999998, 
    6.9591111110000003, 9.5555555559999998, 7.1699555559999997, 
    7.5218666670000003, 7.2601777780000001, 5.9507111110000004, 
    6.7935111109999999, 8.8293333329999992, 8.6839999999999993, 
    8.2661333330000009, 8.3891111110000001, 7.7328000000000001, 
    7.4671555559999998, 7.556266667, 8.4299999999999997, 5.3302666670000001, 
    4.8103111109999999, 8.8724444439999992, 6.8362666670000003, 
    6.9648000000000003, 5.8207111109999996, 8.7609777780000009, 
    9.0244444440000002, 8.3605865789999996, 7.8960444440000002, 
    3.3769333330000002, 8.6109333330000002, 6.6367555559999998, 
    7.2825777780000003, NA, 8.3605865789999996, 6.7443999999999997, 
    6.8077333329999998, 6.518444444, 7.7662444280000003, 8.5719999999999992, 
    5.9237333330000004, 7.2217777779999999, 9.2439999999999998, 
    8.3605865789999996, 7.3966222220000004, 6.8979555560000003, 
    7.4469333329999996, 5.4957333330000004, 6.9431111110000003, 
    6.6977777779999998, 4.4902222219999999, 6.3125999999999998, 
    9.4684444439999993, 8.1058222220000005, 8.0278666669999996, 
    7.7507555559999997, 7.2964888889999999, 8.0011555560000005, 
    6.1855111110000003, 8.6292888889999997, 8.3605865789999996, 
    8.3605865789999996, 8.3605865789999996, 8.6188444440000005, 
    6.3057777780000004, 4.9733333330000002, 8.1866666670000008, 
    8.9045865790000001, 5.2322666670000002, 5.1611111110000003, 
    8.5992666670000002, 8.5992666670000002, 6.2830000000000004, 
    6.4769333329999998, 9.3095555559999994, 8.3605865789999996, 
    7.2895555559999998, 8.3605865789999996, 8.6000888890000002, 
    7.4058000000000002, 7.4534000000000002, 6.4683999999999999, 
    8.3583999999999996, 8.4089777780000006, 9.9977777779999997, 
    8.3605865789999996, 7.2640000000000002, 6.2559111109999996, 
    8.0723111109999994, 4.0666666669999998, NA, 8.3605865789999996, 
    8.2446666670000006, 8.3605865789999996, 5.7728888889999999, 
    7.7102222219999996, 7.051111111, 7.1900444439999998, 6.7892888889999998, 
    5.6044444440000003, 8.8581333329999996, 8.1062222219999995, 
    7.722888889, 8.3605865789999996, 7.9735111109999997, 4.6906666670000003, 
    7.1383111110000002, NA, 8.3604000000000003, 8.3604000000000003, 
    8.218266667, 6.8507111109999999, 7.0516444439999999, 7.1110666670000002, 
    7.4099555559999999, 8.3604000000000003, 7.3840000000000003, 
    9.4244444440000006, 7.6989777779999997, 8.6655999999999995, 
    9.1066666670000007, 8.2266666669999999, 6.7831111110000002, 
    7.9436, 5.3973333329999997, 5.6244444439999999, 6.2592444440000001, 
    8.3604000000000003, 9.1466666669999999, 8.4643999999999995, 
    6.134238742, 7.2896000000000001, 6.193333333, 8.0788888889999999, 
    7.1463111110000002, 7.8958483169999996, 7.2543111109999998, 
    7.9485333330000003, 9.1739555559999992, 8.3811999999999998, 
    8.3604000000000003, 8.5981777780000002, 8.5303111109999996, 
    8.3604000000000003, 6.4796444439999998, 7.0194666669999997, 
    7.9702000000000002, 7.2855111109999999, 8.3150222219999996, 
    8.1723555559999994, 7.9080000000000004, 9.9866666669999997, 
    8.3604000000000003, 8.3604000000000003, 7.3496888890000003, 
    8.3604000000000003, 6.0488, NA, 7.4792888890000002, 4.6399999999999997, 
    8.3604000000000003, 6.1888888890000002, 5.231555556, 7.4374086249999998, 
    8.5027555560000003, 7.0259999999999998, 6.9524444440000002, 
    9.6222222219999995, 7.2788444439999997, 7.5507555560000004, 
    6.9657777779999996, 6.0229333330000001, 6.9483555560000001, 
    8.5953333329999992, 8.7381777780000007, 8.3604000000000003, 
    8.3773333329999993, 7.720444444, 7.5730222219999996, 6.5258666669999998, 
    8.4299999999999997, 5.394933333, 4.9455111110000001, 8.9730666669999994, 
    6.8362666670000003, 7.0870222219999999, 5.8207111109999996, 
    8.8588444440000007, 8.9379555560000004, 8.4336666670000007, 
    7.9537777780000001, 3.3418222219999998, 8.672177778, 6.6738222220000001, 
    7.2825777780000003, NA, 8.4336666670000007, 6.292977778, 
    6.9156000000000004, 9.8133333329999992, 7.7662444280000003, 
    8.4640000000000004, 5.2215111109999999, 7.1815555560000002, 
    9.2368000000000006, 8.4336666670000007, 7.3133777780000004, 
    6.8979555560000003, 7.6069333329999997, 5.4957333330000004, 
    6.9654222219999999, 6.6873777780000001, 4.4902222219999999, 
    6.2919999999999998, 9.4684444439999993, 8.2161777780000005, 
    8.0381333329999993, 7.7507555559999997, 7.3187111109999998, 
    8.0160888890000006, 6.4978222219999999, 8.4036888889999997, 
    8.4336666670000007, 8.4336666670000007, 8.4336666670000007, 
    7.9525333329999999, 6.2899111110000003, 5.0644444440000003, 
    8.1626666669999999, 8.4336666670000007, 5.2248000000000001, 
    4.9644444439999997, 8.4336666670000007, 8.4336666670000007, 
    6.2830000000000004, 6.4769333329999998, 9.2548888890000001, 
    8.4336666670000007, 7.2895555559999998, 8.4336666670000007, 
    8.6000888890000002, 7.4058000000000002, 7.4534000000000002, 
    6.4832000000000001, 8.3583999999999996, 8.4888444439999997, 
    9.9977777779999997, 8.4336666670000007, 7.1751111109999997, 
    6.1611111110000003, 8.0367555559999992, 4.0666666669999998, 
    NA, 8.4336666670000007, 8.2193777780000001, 8.4325777780000006, 
    7.2386666670000004, 7.4160888890000001, 7.0835555560000003, 
    6.5104888890000003, 6.7912888889999996, 5.6155555560000003, 
    8.8581333329999996, 8.4569777780000006, 7.722888889, 8.4325777780000006, 
    7.8451555559999999, 4.6906666670000003, 7.0975111110000002, 
    NA, 8.4325777780000006, 8.4325777780000006, 8.218266667, 
    6.5685333330000004, 7.0716444440000004, 7.1332444439999998, 
    7.5178222220000004, 8.4325777780000006, 7.3840000000000003, 
    9.4057777779999991, 7.4211111110000001, 8.6610666670000001, 
    9.1266666670000003, 8.1897333329999995, 6.8289777779999996, 
    7.9436, 5.3973333329999997, 7.1333333330000004, 6.2345777780000002, 
    8.4325777780000006, 9.1577777779999998, 8.4777333329999998, 
    6.2421054079999996, 7.0726000000000004, 6.1177777779999998, 
    8.7663555560000006, 6.9527111110000002, 7.8867816499999996, 
    7.0412444440000002, 7.9444444440000002, 9.0981333329999998, 
    7.7056444439999998, 8.4325777780000006, 8.4325777780000006, 
    8.599244444, 8.4325777780000006, 4.9546666669999997, 7.1296444440000002, 
    8.0313999999999997, 7.3933777779999996, 8.3150222219999996, 
    9.0533333329999994, 7.9080000000000004, 9.9866666669999997, 
    8.4325777780000006, 8.4325777780000006, 7.2990222219999996, 
    8.4325777780000006, 5.462444444, NA, 7.4792888890000002, 
    4.6501333330000003, 8.4325777780000006, 6.0466666670000002, 
    5.231555556, 7.5899999999999999, 8.4147555559999994, 5.3224, 
    6.8881777780000002, 9.6222222219999995, 7.3867111110000003, 
    7.5396444440000003, 7.1859111110000002, 5.9483555560000001, 
    7.0460444439999996, 8.7944444439999998, 8.8321777780000001, 
    8.4325777780000006, 8.4048888890000004, 7.7782222220000001, 
    7.5730222219999996, 7.2578267719999996, 8.4399999999999995, 
    6.8986666669999996, 5.1016444439999997, 8.9730666669999994, 
    6.8639999999999999, 8.3800888889999996, 6.053688889, 8.8984444440000008, 
    8.9919555560000006, 8.2522222220000003, 7.9777777780000001, 
    3.2811555559999999, 8.548266667, 6.6738222220000001, 7.1183111109999997, 
    NA, 8.2522222220000003, 6.6445777780000004, 6.9156000000000004, 
    9.8200000000000003, 7.7662444280000003, 8.4810666670000003, 
    6.0609777779999998, 7.1815555560000002, 8.6600000000000001, 
    8.2520000000000007, 7.3133777780000004, 6.8979555560000003, 
    7.6607555559999998, 5.4746666670000002, 7.0102222220000003, 
    6.6873777780000001, 4.4902222219999999, 6.2919999999999998, 
    9.4684444439999993, 8.1102666669999994, 8.015733333, 7.7368888890000003, 
    7.3102222220000002, 8.0011555560000005, 6.4978222219999999, 
    8.2808888889999999, 8.2520000000000007, 8.2520000000000007, 
    8.2520000000000007, 7.9658666670000002, 6.5955111110000004, 
    5.051111111, 8.1706666670000008, 8.2520000000000007, 5.2248000000000001, 
    4.9777777780000001, 8.2497777780000003, 8.2497777780000003, 
    6.3075999999999999, 6.4769333329999998, 9.3788888890000006, 
    8.2520000000000007, 7.3067555559999997, 8.2520000000000007, 
    8.5851555560000001, 7.4058000000000002, 7.4534000000000002, 
    6.4832000000000001, 8.3583999999999996, 8.4812444439999997, 
    9.9977777779999997, 8.2520000000000007, 6.2377777779999999, 
    6.1611111110000003, 8.0367555559999992, 4.0666666669999998, 
    NA, 8.2520000000000007, 8.2807111110000005, 8.2520000000000007, 
    7.3776000000000002, 6.9288888890000004, 7.1008888890000001, 
    6.4294222220000004, 6.8104888890000002, 5.6155555560000003, 
    8.8581333329999996, 8.4692444439999992, NA, 8.2520000000000007, 
    7.3142222219999997, 4.6805333329999996, NA, NA, 8.2520000000000007, 
    8.2520000000000007, 8.241866667, 6.766266667, 7.1105777779999997, 
    7.1311111110000001, 7.5178222220000004, 8.2520000000000007, 
    7.6379999999999999, 9.3884444439999992, 7.0419111110000001, 
    8.6671999999999993, 9.1333333329999995, 8.1314666669999998, 
    6.1712888890000004, 7.9436, 5.3973333329999997, 5.2725333330000002, 
    6.2180444440000002, 8.2520000000000007, 9.1604444439999995, 
    8.4613333330000007, 6.2421054079999996, 7.2388000000000003, 
    6.1200000000000001, 8.6222222219999995, 6.868222222, 7.851714984, 
    7.1164444439999999, 7.9444444440000002, 9.0847999999999995, 
    7.7056444439999998, 8.2520000000000007, 8.2520000000000007, 
    8.5929777779999998, 8.2520000000000007, 4.6385333329999998, 
    7.1276444440000004, 7.8688000000000002, 7.4076444439999998, 
    8.3150222219999996, 9.0533333329999994, 7.956888889, 8.3461333329999992, 
    8.2520000000000007, 8.2520000000000007, 6.964622222, 8.2520000000000007, 
    6.365377778, NA, 7.4792888890000002, 4.5792000000000002, 
    8.2520000000000007, 6.1844444440000004, 5.231555556, 7.8355299130000002, 
    8.4704888890000003, 7.0601777779999999, 6.9241777779999998, 
    9.6222222219999995, 7.3867111110000003, 7.5507555560000004, 
    6.9657777779999996, 5.940888889, 7.0439111109999999, 8.800444444, 
    8.8071111109999993, 8.2520000000000007, 8.4119111110000002, 
    7.7426666669999999, 7.5138222219999999, 7.5533333330000003, 
    8.4399999999999995, 6.8610666670000002, 4.3833777779999998, 
    8.9641777779999998, 6.8639999999999999, 8.3156444440000001, 
    5.6644444439999999, 8.8984444440000008, 9.2016888889999997, 
    8.2131111109999999, 7.9748444440000004, 3.2389777780000002, 
    8.4577777780000005, 6.5881777780000004, 6.0287111109999998, 
    NA, 8.2131111109999999, 6.5695111109999997, 6.8467111110000003, 
    NA, 7.9241110949999998, 8.0904000000000007, 5.2316444439999996, 
    7.1948888889999996, 8.6600000000000001, 8.2131111109999999, 
    7.3267111109999998, 6.8350222220000001, 7.6718666669999998, 
    5.5021333329999997, 6.9236888890000001, 6.6873777780000001, 
    4.5176888890000004, 6.3331999999999997, 9.4662222220000007, 
    8.1265777779999997, 7.9801777779999998, 7.7368888890000003, 
    7.3376888889999998, 8.0389333329999992, 6.7222666670000004, 
    8.7088888890000007, 8.2131111109999999, 8.2131111109999999, 
    8.2131111109999999, 7.9525333329999999, 6.5955111110000004, 
    5.0644444440000003, 8.1893333330000004, 8.2131111109999999, 
    5.2248000000000001, 4.6733333330000004, 8.2131111109999999, 
    8.2131111109999999, 6.3331999999999997, 6.4769333329999998, 
    9.2260000000000009, 8.2131111109999999, 7.2928888890000003, 
    8.2131111109999999, 8.5180444439999992, NA, 7.4534000000000002, 
    6.4683999999999999, 8.7959999999999994, 8.4513777779999995, 
    9.9977777779999997, 8.2131111109999999, 6.6771111110000003, 
    6.0727111110000003, 7.9013333330000002, 4.0666666669999998, 
    NA, 8.2131111109999999, 7.8398222219999996, 8.2131111109999999, 
    7.4543999999999997, 7.1373333329999999, 7.0523555560000002, 
    7.1208888889999997, 6.8515111109999998, 5.6399999999999997, 
    8.8648000000000007, 8.5625777779999996, NA, 8.2131111109999999, 
    7.1875555560000004, 4.0010666669999999, NA, NA, 8.2131111109999999, 
    8.2131111109999999, 8.2226666670000004, 6.8341333329999996, 
    7.2579111110000003, 6.9304444439999999, 7.6933777780000003, 
    8.2131111109999999, 7.6379999999999999, 9.3362666670000003, 
    6.8063111110000003, 8.6711111110000001, 9.1644444440000008, 
    8.1830666670000003, 6.1335111109999998, 7.9724888890000001, 
    5.3973333329999997, 5.1189333330000002, 6.3557333329999999, 
    8.2131111109999999, 9.1400000000000006, 8.4786666670000006, 
    6.2421054079999996, 7.2622, 6.0977777780000002, 8.5452444439999997, 
    6.8951111110000003, 7.8537149839999998, 7.0551111110000004, 
    7.8891999999999998, 9.0050666669999995, 7.605066667, 8.2131111109999999, 
    8.2131111109999999, 8.5867111109999996, 8.2131111109999999, 
    4.4800000000000004, 6.9328000000000003, 4.7568000000000001, 
    7.3933777779999996, 8.3216888890000007, NA, 7.8013333329999996, 
    8.4229333329999996, 8.2131111109999999, 8.2131111109999999, 
    6.9287999999999998, 8.2131111109999999, 6.2624888890000001, 
    NA, 7.4983555559999999, 4.5589333329999997, 8.2131111109999999, 
    6.0599999999999996, 6.2368888890000003, 7.7200146710000004, 
    8.4600888889999997, 7.1143111110000001, 7.4838222219999997, 
    9.3511111109999998, 7.4822666670000002, 7.642222222, 6.9657777779999996, 
    6.3227555559999997, 7.1150222220000003, 8.6508888890000009, 
    8.8155999999999999, 8.2131111109999999, 8.4390222220000002, 
    7.7782222220000001, 7.5315555559999998, 7.5228888889999999, 
    8.5399999999999991, 6.8818666669999997, 4.3833777779999998, 
    8.4507434379999999, 6.8639999999999999, 8.3200888890000009, 
    5.8436444439999997, 8.8871111109999994, 8.8026666670000004, 
    8.2746956829999991, 8.0399999999999991, 3.1500888890000001, 
    8.3893777780000001, 6.5948444439999996, 7.1969777779999999, 
    NA, 8.2746956829999991, 6.4902222219999999, 6.8600444439999997, 
    NA, 7.9241110949999998, 8.3279999999999994, 5.8993333330000004, 
    7.1603555559999998, 8.6600000000000001, 8.2746956829999991, 
    7.282266667, 6.5022222220000003, 7.6718666669999998, 5.5021333329999997, 
    6.5764444439999998, 6.6488888890000002, 6.2088000000000001, 
    6.3331999999999997, 9.4706666669999997, 8.1265777779999997, 
    7.9117333329999999, 7.7368888890000003, 7.3465777780000003, 
    8.0687999999999995, 7.026711111, 8.7035999999999998, 8.2746956829999991, 
    8.2746956829999991, 8.2746956829999991, 7.9426666670000001, 
    6.5685777779999999, 5.051111111, 8.2061777780000007, 8.2746956829999991, 
    5.2478666670000003, 4.6799999999999997, 8.2746956829999991, 
    8.2746956829999991, 6.3331999999999997, 6.4769333329999998, 
    9.1086666669999996, 8.2746956829999991, 7.2928888890000003, 
    8.2746956829999991, 8.5615555560000001, NA, 7.4534000000000002, 
    6.5460000000000003, 8.4019999999999992, 8.489955556, 9.9955555559999993, 
    8.2746956829999991, 6.481688889, 6.468, 7.7991111110000002, 
    4.0666666669999998, NA, 8.2746956829999991, 7.4020000000000001, 
    8.2746956829999991, 7.5255111110000001, 6.2697333329999996, 
    7.0066666670000002, 5.6710222220000004, 6.9400000000000004, 
    5.6799999999999997, 8.8795555559999997, 8.6159111110000008, 
    NA, 8.2746956829999991, 7.1542222219999996, 5.693866667, 
    NA, NA, 8.2746956829999991, 8.2746956829999991, 8.2337777780000003, 
    6.5829333329999997, 7.1123111110000004, 6.9297777780000001, 
    7.5089333329999999, 8.2746956829999991, 7.6379999999999999, 
    9.1887111109999999, 6.6924444440000004, 8.6783111109999993, 
    9.1133333329999999, 8.1298666669999999, 5.7905333329999999, 
    7.9702666669999997, 5.3450666670000002, 6.0815555559999996, 
    6.2489777780000004, 8.2746956829999991, 9.1359999999999992, 
    8.4362666669999999, 6.2421054079999996, 7.2622, 6.1133333329999999, 
    7.9733333330000002, 6.9135999999999997, 7.8793149839999996, 
    7.0551111110000004, 7.8448000000000002, 9.0139555560000009, 
    7.8127111109999996, 8.2746956829999991, 8.2746956829999991, 
    8.220711111, 8.2746956829999991, 4.6237333329999997, 7.0644444440000003, 
    8.6966000000000001, 7.3089333329999997, 8.2661333330000009, 
    NA, 7.1580444439999997, 10, 8.2746956829999991, 8.2746956829999991, 
    6.7946666670000004, 8.2746956829999991, 6.5043555560000001, 
    NA, 7.5228000000000002, 6.0371111109999998, 8.2746956829999991, 
    5.8955555559999997, 6.2368888890000003, 7.6966942019999998, 
    8.3768888889999999, 7.2377777779999999, 7.4949333329999996, 
    9.6111111109999996, 7.3400444440000001, 7.6888888890000002, 
    7.0697777779999997, 6.3205333330000002, 7.0711111109999996, 
    8.6560000000000006, 8.6541333330000008, 8.2746956829999991, 
    8.4044444439999992, 7.7442222220000003, 7.7988888889999997, 
    7.3520000000000003, 8.5085333330000008, 6.8797333329999999, 
    5.5090222219999996, 8.4507434379999999, 6.9084444439999997, 
    8.2370222220000002, 5.5865777779999997, 8.8982222219999993, 
    8.8304888889999997, 8.3406697780000005, 8.134222222, 3.2745333329999999, 
    8.2186666670000008, 6.4147111109999999, 5.7964444439999996, 
    NA, 8.3406697780000005, 6.4835555559999998, 6.7956000000000003, 
    NA, 7.9241110949999998, 8.4399999999999995, 5.9773333329999998, 
    7.2003555559999999, 8.6950000000000003, 9.1498697779999993, 
    7.1778222219999996, 4.6432937110000001, 8.5533333329999994, 
    5.5021333329999997, 7.2532888890000002, 6.5994666669999997, 
    6.0932444439999998, 6.3125999999999998, 9.4662222220000007, 
    8.1310222220000004, 7.3077777780000002, 7.7368888890000003, 
    7.3461777780000004, 8.1454222220000005, 6.5956000000000001, 
    8.7327999999999992, 8.3406697780000005, 8.3406697780000005, 
    8.3406697780000005, 7.8648888890000004, 6.365511111, 4.9622222220000003, 
    8.1720000000000006, 8.3406697780000005, 5.1145333329999998, 
    5.1177777779999998, 8.3406697780000005, 8.3406697780000005, 
    6.2976000000000001, 6.4720000000000004, 9.1558666669999997, 
    8.3406697780000005, 7.1506666670000003, 8.3406697780000005, 
    8.5424888889999995, NA, 7.4534000000000002, 6.4683999999999999, 
    8.4019999999999992, 8.4432888889999997, 9.9955555559999993, 
    8.3406697780000005, 6.5107555560000003, 6.3835555560000001, 
    7.8864000000000001, 4.1066666669999998, NA, 8.3406697780000005, 
    7.3997777779999998, 8.3406697780000005, 7.4955555560000002, 
    7.1358222219999998, 6.9511111110000003, 6.6978666670000004, 
    6.8666666669999996, 5.6444444440000003, 8.8395555560000005, 
    8.6897777779999998, NA, 8.3406697780000005, 7.094222222, 
    4.6703999999999999, NA, NA, 8.3406697780000005, 8.3406697780000005, 
    8.0497777779999993, 6.688577778, 5.9478666670000004, 6.9231111109999999, 
    7.617822222, 8.3406697780000005, 7.6379999999999999, 9.1686222219999998, 
    6.575111111, 8.6360888889999998, 9.1311111109999992, 8.1298666669999999, 
    5.5462666670000003, 7.9769333329999998, 5.3450666670000002, 
    6.2417777780000003, 6.2937333329999996, 8.3406697780000005, 
    9.1038222219999998, 8.4863111109999991, 6.2421054079999996, 
    7.2622, 6.1644444439999999, 7.9155555560000002, 4.9911111110000004, 
    7.8782483169999997, 7.0551111110000004, 7.8628444440000003, 
    8.6064888889999995, 7.752044444, 8.3409777779999992, 8.3406697780000005, 
    8.3311111110000002, 8.3406697780000005, 4.9071111109999999, 
    7.0333333329999999, 8.1951999999999998, 7.333377778, 8.1673777780000005, 
    NA, 6.8202666670000003, 10, 8.3406697780000005, 8.3406697780000005, 
    6.844088889, 8.3406697780000005, 6.4782222220000003, NA, 
    7.472622222, 6.1484444439999999, 8.3406697780000005, 6.2872000000000003, 
    6.2368888890000003, 7.7167444710000002, 8.3768888889999999, 
    7.1355555559999999, 7.433288889, NA, 7.3822666669999997, 
    7.6404444439999999, 6.9139999999999997, 6.2541777779999999, 
    7.1355555559999999, 8.6217777780000002, 8.6737333329999995, 
    8.3406697780000005, 8.4255555560000008, 7.7708888890000001, 
    7.7988888889999997, 7.1378267720000004, 8.5500000000000007, 
    7.2708444439999997, 3.6711111110000001, 8.4507434379999999, 
    6.6889777779999999, 8.1414666669999995, 6.2599999999999998, 
    8.8782222219999998, 8.7851111110000009, 8.2233333329999994, 
    7.9942222220000003, 3.1166222220000002, 8.2297777780000008, 
    6.5280444439999998, 5.8875555559999997, NA, 8.2233333329999994, 
    6.3191111109999998, 6.2711555560000001, NA, 8.2627777620000007, 
    8.3360638369999993, 5.078088889, 7.2610666669999997, NA, 
    8.3655555560000003, 7.0511555560000003, 4.9435603769999998, 
    NA, 5.5021333329999997, 7.1871111110000001, NA, 6.1265777779999997, 
    6.3125999999999998, 9.4804444439999997, 8.1532444440000003, 
    7.4722222220000001, 7.3684444439999996, 7.3646386350000004, 
    8.1465777779999993, 6.7067111109999997, 8.6659555560000001, 
    8.3455555560000008, 8.2233333329999994, 8.2233333329999994, 
    7.5426666669999998, 6.365511111, 4.8822222220000002, 8.137466667, 
    8.2233333329999994, 5.3123111109999996, 5.1111111109999996, 
    8.2233333329999994, 8.2233333329999994, 6.2976000000000001, 
    NA, 9.1037777779999995, 8.2233333329999994, 7.1111111109999996, 
    8.2233333329999994, 8.5150222220000007, NA, 7.4534000000000002, 
    6.468, 8.7904, 8.4543999999999997, 9.9955555559999993, 8.2233333329999994, 
    6.3394666669999999, 6.3955111110000002, 7.9021777780000004, 
    4.1066666669999998, NA, 8.2233333329999994, 7.3981044440000003, 
    8.2233333329999994, 7.5800000000000001, 6.7982222219999997, 
    6.8672888890000001, 7.9920444440000002, 6.8319111110000001, 
    5.642222222, 8.8395555560000005, 8.6887111109999999, NA, 
    8.2233333329999994, NA, 4.6646666669999997, NA, NA, 8.2233333329999994, 
    8.2233333329999994, 7.9831111110000004, 7.0809777780000003, 
    6.016, 6.070987422, 7.4444888889999996, 8.2233333329999994, 
    7.4058000000000002, 9.1459006980000002, 6.6631111110000001, 
    8.6428444439999996, 9.2111111109999992, 8.1233333329999997, 
    5.4107111110000004, 7.5073999999999996, 5.3450666670000002, 
    5.4580888889999999, 6.615644444, 8.2233333329999994, 9.0727111110000003, 
    8.452, 6.2421054079999996, 7.2224000000000004, 6.2274084839999997, 
    7.9066666669999996, 6.7728444440000004, 7.8782483169999997, 
    6.8311111110000002, 7.9102222219999998, 8.5871111110000005, 
    7.7187111110000002, 8.2233333329999994, 8.2233333329999994, 
    NA, 8.2233333329999994, 4.3086666669999998, 6.6229777780000001, 
    NA, 7.3933777779999996, 8.0536444439999997, NA, 6.7024888889999996, 
    10, 8.2233333329999994, 8.2233333329999994, 7.1530222219999997, 
    8.2233333329999994, 6.3112888890000001, NA, NA, NA, 8.2233333329999994, 
    6.1866666669999999, 6.2368888890000003, 7.503439405, NA, 
    7.0684444439999998, 7.4355111110000003, NA, 7.3311555559999997, 
    7.618222222, 5.9631111109999999, 6.2928888890000003, 7.0376000000000003, 
    8.7851555559999994, 8.6737333329999995, 8.2233333329999994, 
    8.4533333329999998, 7.8108888890000001, 7.7988888889999997, 
    6.9006267719999999, NA, 7.2270222220000004, 3.3311111109999998, 
    8.4360767709999998, 6.8684444439999996, 8.3328888889999995, 
    6.548, 8.7648888889999998, 8.5466666670000002, 8.0315555560000007, 
    7.908888889, 4.5460000000000003, 8.1871435869999996, 6.4782222220000003, 
    5.8097777779999999, NA, 8.0315555560000007, 6.6977777779999998, 
    6.4182222219999998, NA, 8.7939777620000008, 8.1039299039999992, 
    5.5475555559999998, 7.3035555560000001, NA, 8.1026666669999994, 
    6.9626666669999997, 4.9432937109999999, NA, 5.5026666669999997, 
    6.9853333329999998, NA, 6.2950666670000004, 6.3125999999999998, 
    9.4168888890000009, 8.1471111109999992, 7.3600000000000003, 
    7.4617777780000001, 7.3646386350000004, 8.1115555560000008, 
    6.4071111109999999, 8.7080000000000002, 8.0315555560000007, 
    8.0315555560000007, 8.0315555560000007, 7.5848888890000001, 
    6.7804444439999996, 4.9377777780000001, 8.2342222219999996, 
    8.0315555560000007, 4.9457777780000001, 5.1311111110000001, 
    8.0315555560000007, 8.0315555560000007, 6.298, NA, 8.8777777780000005, 
    8.0315555560000007, 6.9155555560000002, 8.0315555560000007, 
    8.5022222220000003, NA, 7.4539999999999997, 6.468, 8.7959999999999994, 
    8.4426666669999992, 9.9955555559999993, 8.0315555560000007, 
    6.0836607450000004, 6.1466666669999999, 7.8747777780000003, 
    4.215555556, NA, 8.0315555560000007, 7.164116741, 8.0315555560000007, 
    7.6399999999999997, 6.2742222219999997, 7.031713667, 7.7422222219999997, 
    6.8680000000000003, 5.6777777780000003, 8.8662222219999993, 
    8.6151111109999992, NA, 8.0315555560000007, NA, 4.7119999999999997, 
    NA, NA, 8.0315555560000007, 8.0315555560000007, 7.9231111109999999, 
    6.6644444439999999, 6.0679999999999996, 6.1120000000000001, 
    7.7960000000000003, 8.0315555560000007, 7.4058000000000002, 
    8.0572850420000002, 6.6164444439999999, 8.4751111110000004, 
    9.1444444439999995, 8.1039999999999992, 5.2697777779999999, 
    7.5359999999999996, 5.3450666670000002, 5.4764444440000002, 
    6.271555556, 8.0315555560000007, 9.0791111109999996, 8.4613333330000007, 
    6.2425054080000004, 6.952, 6.0920873249999996, 7.7608888890000003, 
    6.752444444, 7.8603816499999999, 7.0417777780000002, 7.9053333329999997, 
    8.4955555559999993, 7.6404444439999999, 8.0315555560000007, 
    8.0315555560000007, NA, 8.0315555560000007, 4.2613333329999996, 
    6.5964444440000003, NA, 6.2471111109999997, 7.9404444439999997, 
    NA, 5.4913777780000004, 10, 8.0315555560000007, 8.0315555560000007, 
    7.0439999999999996, 8.0315555560000007, 6.7266666669999999, 
    NA, NA, NA, 8.0315555560000007, 5.9026666670000001, 5.5804444440000003, 
    7.5489099580000003, NA, 4.9195555559999997, 7.2342222219999996, 
    NA, 7.3471111110000002, 7.7137777779999999, 6.0231111110000004, 
    6.2884444439999996, 7.0062222219999999, 8.1959999999999997, 
    8.4533333329999998, 8.0315555560000007, 8.4039999999999999, 
    7.8035555560000001, 7.5142222219999999, 5.5554267719999997, 
    NA, 7.0773333330000003, 3.3311111109999998), ef_trade_regulatory_nontariff = c(5.5744814869999999, 
    4.9625889470000004, 3.132738335, 4.4665817419999998, 5.9225424130000004, 
    6.431714693, 6.5447084120000003, 5.9614086149999999, NA, 
    6.712476412, 6.3145494470000001, 6.0367637170000004, NA, 
    6.1512835819999996, 7.9226957899999997, 4.2702468229999999, 
    5.3661910700000002, 4.9170597249999997, 4.7428790730000001, 
    5.6368843719999999, 3.9958786970000002, 5.1854356130000001, 
    5.369018713, 5.4864520370000003, 3.6662360029999999, 5.2075862879999999, 
    4.7260026130000004, 5.9544936819999998, 4.9159463250000002, 
    NA, 3.2769683999999999, 7.2299400970000001, 5.8086387320000004, 
    5.0073297820000002, 4.0344731019999998, NA, 4.7121028100000002, 
    4.0253480829999999, 6.6490379969999998, 6.4304900170000003, 
    6.8699407580000003, 6.4511799820000002, 5.290618738, 3.1156929330000001, 
    5.3401358920000002, 4.7138039269999998, 7.0601495099999996, 
    4.7001345949999997, NA, 7.8839461020000003, 5.3878172229999999, 
    3.830852594, 5.5867075919999998, 6.5410757070000001, 6.8411429720000001, 
    5.580324332, 6.4510718980000004, 5.9801316269999996, 4.5430107919999996, 
    NA, 6.2269737709999999, 5.1851852730000001, 5.1243940979999998, 
    8.0337079370000009, 5.2298720679999997, 5.2417174979999999, 
    5.8688839279999998, 5.4550997419999998, 5.0064476329999996, 
    NA, 6.8134959530000003, 6.0145505269999999, 6.3677302999999998, 
    6.698805492, 5.759940147, 4.8774055629999999, 5.7267157229999999, 
    5.297100543, 5.3620370230000001, 5.3106657669999997, 4.9591263129999996, 
    5.4801821720000001, 6.6913509370000002, 5.172906717, 3.852493763, 
    4.5535826679999998, 5.5056070029999997, 5.6042925520000004, 
    6.7390704149999996, 5.7847073, 4.116257032, 5.7525936770000001, 
    6.3225110369999999, 4.3691174180000001, 6.9699939100000003, 
    1.946386497, 6.264603138, 5.8109537769999999, 5.4005543380000001, 
    5.002144972, 5.8338356019999997, 4.8847397170000004, 4.4873893269999998, 
    4.977518409, 5.893989403, 5.6128080679999997, 7.0053871470000004, 
    7.7085455270000001, 4.8550724980000002, NA, 6.2941598900000004, 
    5.7229550680000001, 6.0784522699999997, 4.8995006080000003, 
    6.416676045, 5.0517189650000001, 5.5021572120000002, 5.700613658, 
    5.7298755650000004, 5.9397300079999997, 7.5503039369999998, 
    7.1572152769999997, 6.0578266779999996, 4.7684665519999996, 
    5.7403039930000004, 5.848240852, 4.7546529770000001, 4.9934812380000002, 
    6.0507249830000003, 4.5296247799999998, 8.1552863119999994, 
    5.7537388800000002, 6.042392253, 5.643502872, 6.1832133929999999, 
    5.4718724879999998, NA, 6.5590081820000004, 5.9375, 6.8540938699999998, 
    6.3929891579999998, 5.2433703180000002, 6.4301919930000002, 
    5.2079717319999999, 4.8174746830000004, 5.7217454920000002, 
    4.2884665289999999, NA, 6.707932155, 4.6217469370000002, 
    6.0304665569999996, 6.0711844770000001, 4.5980950199999997, 
    7.6842403419999998, 7.0137739180000001, 6.9353779150000001, 
    5.7329225529999999, 3.9283084869999998, 4.8692782719999999, 
    3.8630501430000002, 5.2706384670000004, 4.9915488569999997, 
    5.4390225970000001, 4.2873890149999996, 3.132738335, 4.0377722089999999, 
    6.1414803300000003, 6.501839071, 6.3990575850000004, 5.5901119970000002, 
    NA, 6.7124760239999999, 5.9086259559999998, 6.0367637170000004, 
    NA, 6.6167614950000004, 7.9226957899999997, 3.6655410929999999, 
    4.9913427849999996, 4.9170597249999997, 4.9276280049999999, 
    6.0285528949999998, 4.4598231129999997, 4.941520294, 5.4038710989999998, 
    5.4864520370000003, 3.9400403650000002, 5.3521373490000004, 
    3.9164180879999999, 5.7518716840000002, 5.043452362, NA, 
    3.4368570580000002, 6.9056452899999998, 5.4936183490000001, 
    5.2125240740000001, 3.2105263069999999, NA, 4.6715403860000002, 
    4.0253480829999999, 6.7026613939999997, 6.1831665850000004, 
    6.61440392, 5.9430846710000003, 5.636507624, 3.1854527269999999, 
    5.033099891, 4.8170604020000001, 6.5848936809999996, 4.3331719120000001, 
    NA, 7.3439549810000004, 5.4101130150000003, 3.830852594, 
    5.4993387870000001, 6.6528835060000002, 5.9369889389999999, 
    5.7961957059999998, 5.9145729329999996, 6.0537602909999997, 
    5.0528721140000004, NA, 6.2269737709999999, 5.0070429399999998, 
    6.1739558329999999, 7.5129074039999999, 4.6753536799999997, 
    5.4512621179999998, 5.9842804149999997, 5.262996287, 5.3037474529999997, 
    NA, 7.3854332940000003, 5.9351112260000001, 6.1834054529999998, 
    6.9045933880000003, 5.2953597370000001, 5.1087317539999999, 
    5.6758635220000002, 5.291603823, 5.2123563290000003, 5.2623264399999998, 
    4.8925048679999996, 5.5700576770000003, 6.3744621659999998, 
    5.3791856219999996, 4.2788693179999999, 4.4602112539999998, 
    5.5056070029999997, 5.4627568789999996, 6.4606147390000004, 
    5.7847073, 3.5155003640000002, 6.2717249339999999, 6.5695966080000003, 
    4.4013161070000004, 6.6031021079999999, 2.6861874879999998, 
    6.1351403089999996, 5.6956099250000003, 5.3520845709999998, 
    5.2327199069999999, 5.9362855090000002, 4.3319535350000002, 
    4.8356250129999996, 4.977518409, 6.0481041710000003, 5.5589264370000002, 
    6.4405685029999997, 7.2047153169999998, 4.9668986530000003, 
    NA, 6.3472372520000002, 6.0728129810000002, 6.0784526469999998, 
    4.7575686299999997, 6.3791914160000003, 5.0517189650000001, 
    5.7198469080000001, 5.5310511120000001, 5.8006872060000001, 
    5.9332892060000004, 7.3850482790000003, 6.9510990780000004, 
    6.2113040289999999, 4.8126730110000002, 5.6621612160000003, 
    5.9517596949999998, 4.4465972049999998, 5.0109429160000003, 
    5.7036808920000004, 4.5451703380000001, 7.9531366720000003, 
    5.7442110099999999, 6.0416646390000004, 6.1778115089999996, 
    5.8241983169999996, 5.560764035, NA, 6.5590081820000004, 
    6.0186217280000003, 7.0743129339999999, 5.8374176550000003, 
    5.2433703180000002, 6.5607358610000004, 5.2079721660000002, 
    5.1628888100000001, 5.5442938389999998, 4.2884665289999999, 
    NA, 6.4318463179999998, 4.4684247810000004, 6.0304668469999996, 
    5.9555409920000004, 4.7205192260000004, 7.445536047, 6.5466655200000003, 
    6.366835537, 6.0111098329999999, 3.999727655, 4.8897961560000001, 
    4.4400846940000003, 5.8586399489999996, 5.6328570840000003, 
    6.2747290570000001, 5.9494441, 3.132738335, 3.7962118519999999, 
    5.3549837040000003, 7.3462944500000003, 7.6403901510000001, 
    4.8097616670000001, NA, 7.6208549339999996, 5.4600566959999997, 
    6.7697020510000003, NA, 7.9226957899999997, 6.1196375740000004, 
    5.947598921, 5.2517285500000002, 3.5744063559999999, 5.4320609050000002, 
    6.5267073910000004, 4.7555623860000003, 6.200176183, 5.3858534000000002, 
    5.4864520370000003, 4.1900206899999999, 5.3660802670000001, 
    5.8798843979999997, 6.5009092150000001, 5.1669723970000003, 
    NA, 3.9889232059999999, 8.9412789519999993, 5.9707381450000003, 
    4.1578713909999996, NA, NA, 5.4161583330000003, 5.7681880210000003, 
    6.027553943, 7.3029340500000002, 8.1902642189999995, 7.3646733800000002, 
    4.8173792500000001, 2.8358646240000001, 4.7942602580000004, 
    6.3448595489999997, 7.9033396969999998, 4.7774719660000002, 
    NA, 8.1304594239999997, 7.1347664230000003, 5.4785482209999996, 
    6.5636627540000001, 7.4132925289999996, 6.835299697, 6.799150354, 
    6.8585005309999998, 6.0671794779999999, 5.0528721140000004, 
    NA, 6.2269737709999999, 5.0070429399999998, 6.1739558329999999, 
    9.1883494169999995, 7.3227234640000001, 5.2653686669999997, 
    5.6840424560000002, 6.6852380560000002, 4.8687449430000003, 
    NA, 7.8180030609999998, 7.3782124140000001, 6.3129729790000004, 
    6.8838981700000001, 5.3755656849999998, 6.0181789309999996, 
    4.5359333319999999, 4.757995899, 5.8616907840000003, 5.9157682960000004, 
    4.5698098009999999, 5.4942504100000003, 7.5285738179999999, 
    5.8522591110000004, 4.891258476, NA, 5.5056070029999997, 
    6.3534172580000003, 8.2967372439999991, 6.0271070849999999, 
    5.4151229540000001, 5.094145181, 5.5650137869999998, 4.6172283409999997, 
    7.3350597989999997, 6.4365080199999998, 6.8281223009999996, 
    6.4085712770000001, 5.4433050329999997, 5.248363243, 6.7744761059999998, 
    5.1522424710000001, 5.0777137489999999, 4.977518409, 6.197211566, 
    4.6765046669999997, 7.339651935, 8.7422510560000006, 4.3841237450000001, 
    NA, 5.0254246189999998, 5.1003169960000001, 7.3098906020000003, 
    5.0517189650000001, 5.5850917669999998, 5.6618740250000004, 
    5.5679181690000004, 6.5203734549999997, 5.3103258420000001, 
    6.3799285680000004, 7.4952470580000004, 8.6563887749999999, 
    6.3256024609999999, 4.3305156909999996, 5.7873849999999996, 
    6.7715501790000001, 5.4933661750000002, 5.5610937539999998, 
    5.7036808920000004, 6.0822057039999997, 8.917203357, 8.019564119, 
    7.032052234, 6.2227518389999998, 6.5590081820000004, 5.0958813029999996, 
    NA, 5.6827372670000003, 6.0186217280000003, 8.3395783899999998, 
    5.391129125, 5.2433703180000002, 6.2654623320000002, 4.5064227499999996, 
    5.7501674170000001, 5.6629607890000004, 4.2884665289999999, 
    NA, 6.6420714529999998, 6.1833284209999997, 6.206701979, 
    5.4358608840000002, 4.9416234719999999, 8.3028297700000007, 
    7.1529131350000004, 6.5151075719999998, 5.8712914850000004, 
    3.6675964579999998, 5.149860597, 5.9090230439999996, 6.3964712590000001, 
    4.7372046860000001, 4.4577716570000003, 4.511614797, 3.132738335, 
    3.2222171999999998, 5.5026372859999997, 5.8620085289999997, 
    5.8681707249999997, 5.6204524899999999, NA, 6.4464058739999999, 
    6.1125506339999998, 6.7697020510000003, NA, 6.1196375740000004, 
    6.7331353570000001, 7.3175105250000003, 5.2517285500000002, 
    4.4167143849999997, 4.357511658, 5.6468512339999997, 4.9654777240000003, 
    4.8543292960000004, 5.189254365, 5.4864520370000003, 4.1024660859999997, 
    5.4512090210000004, 4.9074298000000001, 5.5009402229999997, 
    5.1669723970000003, 4.602616362, 3.615485622, 6.2785960279999999, 
    5.7748743210000004, 4.9189442010000004, 4.5419156699999998, 
    NA, 4.783618616, 5.3656207030000003, 6.0197048750000004, 
    6.7156396300000001, 5.5913356959999998, 5.9017614109999998, 
    5.1621291869999997, 4.4977591270000001, 4.8709071220000002, 
    4.5161834550000002, 6.3806931740000001, 4.9954150329999996, 
    4.3843444680000001, 6.835728327, 5.5767634260000003, 5.4785482209999996, 
    5.8618836559999998, 7.2382505029999997, 5.4684231260000002, 
    4.7574707690000002, 6.6417854099999998, 5.7173819679999998, 
    5.0528721140000004, 0, 5.5770360749999996, 5.0070429399999998, 
    4.9209311419999997, 7.5176817470000001, 6.0947732620000004, 
    4.7239676250000002, 5.1889808110000004, 5.1589999850000003, 
    4.8687449430000003, NA, 6.5806978369999998, 5.3293775639999996, 
    5.5073053400000003, 6.7338670250000003, 4.9363297319999999, 
    5.4788317409999996, 5.6798500079999998, 5.0243432080000003, 
    5.1162247909999996, 4.5642027629999999, 5.9777893830000002, 
    NA, 6.1433934250000002, 5.8522591110000004, 4.8708176659999998, 
    NA, 4.5486294349999996, 5.1945825450000003, 7.2470747339999999, 
    5.5886175859999998, 5.0247979709999999, 6.0736479750000001, 
    6.8319941479999997, 3.6655625459999999, 5.708561123, 3.6977232820000001, 
    6.0775451900000004, 5.6124847149999999, 5.4433050329999997, 
    5.5115071139999996, 5.5083731330000001, 6.1626254300000003, 
    5.7515900100000001, 4.977518409, 5.6674200189999997, 5.4836631269999998, 
    6.3640195320000004, 7.4253029340000003, 4.734432623, 4.9443513330000002, 
    5.9181003270000003, 5.8879659469999996, 6.1276702580000002, 
    5.6618740250000004, 5.8754850000000003, 5.9012079809999998, 
    5.619159518, 5.3193241230000003, 5.8379807369999996, 5.6475596919999997, 
    7.0016763419999997, 5.9381446689999997, 4.9337587899999997, 
    5.007668368, 5.7873849999999996, 5.7262652960000002, 5.1937010480000003, 
    5.435368864, 5.7036808920000004, 6.0822057039999997, 7.4759143440000004, 
    5.9571943809999999, 5.9401776110000002, 6.2515889729999996, 
    5.6827372670000003, 5.1125863750000002, NA, 6.5628618249999997, 
    6.0186217280000003, 5.9298362649999996, 5.0678231970000001, 
    0, 6.3535794110000001, 4.5263159279999998, 4.8500737010000003, 
    5.7665526290000004, 5.3381394210000002, 6.2507702270000003, 
    6.6620219279999997, 4.8572820160000001, 5.5098194930000002, 
    5.6804929069999996, 5.1080770380000002, 7.5167971329999999, 
    6.0848050320000002, 5.6070499570000001, 5.9090230439999996, 
    4.280641836, 5.4339685060000003, 4.7064485249999999, 5.7942513179999997, 
    6.4841547520000002, 5.1140774999999996, 4.050592022, 4.5588233330000003, 
    2.4478077420000002, 5.1413169910000001, 6.3454259999999998, 
    6.3416173479999998, 5.4193287269999999, NA, 6.4691589430000001, 
    5.6154575409999996, 6.3103436339999996, NA, 6.7331353570000001, 
    7.3175105250000003, 4.0029583190000002, NA, 4.357511658, 
    4.964918333, 6.0585602359999999, 4.8543292960000004, 5.5068643589999997, 
    4.6348050049999996, 5.4329234680000003, 3.9212418420000001, 
    5.4218795340000003, 5.3729721120000002, 5.5870105790000002, 
    4.602616362, NA, 3.5329615140000001, 6.3341849579999998, 
    5.4611662699999997, 4.5419156699999998, NA, NA, 4.7374054670000003, 
    4.898441139, 5.6988523339999997, 6.555182458, 5.5599587880000003, 
    6.1321162070000002, 4.4977591270000001, 4.6605996899999997, 
    4.3727027940000003, 4.2045975809999998, 6.6926609939999997, 
    4.3843444680000001, NA, 7.3910130880000002, 6.1853651669999996, 
    4.6559410720000001, 5.9721866720000003, 6.808682986, 5.7198135590000003, 
    5.0869472739999999, 6.490756674, 5.859276961, NA, NA, 5.5027006050000002, 
    4.6219013970000002, 4.7981466150000003, 8.0761624839999993, 
    5.9240318360000002, 5.0648627670000002, 5.6255664799999998, 
    5.5059190859999996, 4.8898535460000003, NA, 6.5657350169999997, 
    5.3104728650000004, 5.5619052570000003, 6.3970840469999999, 
    4.9230346919999999, 5.7431833330000002, 5.8510633409999997, 
    4.6106237610000003, 5.122787529, 4.8740170000000003, 5.367088775, 
    NA, 6.2131998460000002, 5.3929256670000001, 5.3828339280000002, 
    NA, NA, 5.7443155829999997, 7.0775764949999997, 5.5335631620000001, 
    4.5639689280000004, 5.0910377049999997, 6.3199420860000002, 
    4.3726992520000003, 6.3257221829999999, 4.3611983820000004, 
    6.3442552640000001, 5.7248853889999998, 5.6020355640000004, 
    5.3420053320000003, 5.4177863290000001, 6.4312577490000002, 
    5.297226319, 4.9488349999999999, 5.492857785, 4.9443513330000002, 
    6.8367811219999997, 7.832332826, 4.3727981610000004, NA, 
    5.1310067000000004, 5.9012079809999998, 6.7381083329999996, 
    5.2815932500000002, 5.8327876209999996, NA, 5.501253406, 
    5.4668191720000001, 5.660898338, 5.318722857, 7.0705128139999998, 
    7.6327645249999998, 4.5861184560000003, 4.6336168569999998, 
    5.7832712339999999, 6.1911609820000004, 5.4388382139999996, 
    4.9479987440000004, NA, 6.0259630829999997, 7.6103363469999996, 
    6.0029377029999997, 5.9077903640000002, 6.1581984490000004, 
    6.1575417669999997, 5.0018185409999996, NA, 6.371241264, 
    5.3884154820000001, 6.5213432840000003, 4.8777462939999996, 
    6.3082604599999996, 6.2507702270000003, 6.5543875170000003, 
    4.4276532099999999, 5.8320745629999999, 4.3592117899999998, 
    NA, 5.910323365, 5.1300901489999999, 5.1249105149999998, 
    5.2472892020000002, 4.7477674829999996, 7.5502099999999999, 
    6.4925890529999997, 5.7709211060000003, 5.804701219, 3.904760306, 
    5.0246079999999997, 4.1786276999999998, 5.5688341020000003, 
    6.3985910170000002, 5.7549953650000001, 3.389390868, 4.7079802370000001, 
    2.0382468020000002, 4.9850356280000003, 7.7548736180000004, 
    6.4717872630000004, 4.8282958770000004, NA, 7.2551256549999996, 
    5.3339680100000004, 5.7739294470000004, NA, 7.3175105250000003, 
    7.6903528059999999, 3.833361987, NA, 4.0059911269999997, 
    5.2770990830000004, 6.0533765500000003, 4.8559180450000001, 
    5.9122889499999998, 4.76567367, 5.131823367, 3.838256248, 
    5.182171995, 5.9042143449999998, 5.882540273, 4.5235182930000004, 
    NA, 3.937231148, 7.39830801, 5.3535678100000004, 4.4994341320000002, 
    NA, NA, 5.1402929500000001, 4.1956897919999996, 5.310043565, 
    6.4309382050000004, 6.3065202129999998, 6.6024225530000002, 
    4.5389347019999997, 3.7168133330000002, 4.4880581150000003, 
    4.8535546270000003, 7.2577622599999998, 3.2162373550000001, 
    NA, 7.9348387379999998, 6.2351596679999997, 3.8239399999999999, 
    6.0313999029999996, 6.5887116670000001, 6.1142152769999996, 
    5.3043775770000003, 6.2790897750000001, 5.5746675400000001, 
    NA, NA, 5.2930060770000003, 4.2326963370000001, 5.032037238, 
    8.099427167, 6.2979288670000004, 4.8831649429999997, 5.3875969469999996, 
    5.4831407199999997, 4.435314355, NA, 7.2541928279999999, 
    6.0832070549999999, 5.9847721299999996, 5.9329682650000004, 
    4.7087654179999996, 5.7698691269999998, 5.72638494, 4.8428053699999998, 
    5.076176555, 5.99745785, 4.8389115829999998, NA, 6.2208486230000002, 
    5.0094946050000004, 4.273719893, NA, NA, 6.1242940069999996, 
    7.7037944999999999, 5.5208686780000003, 4.1366654780000003, 
    5.1869410269999996, 6.4512998149999996, 4.6497215750000001, 
    7.0220560599999997, 6.0513275200000001, 6.4556241429999996, 
    5.935122475, 5.6861109399999998, 5.4946753529999999, 5.6448418069999997, 
    5.870692698, 4.5807487130000002, NA, 5.4075398699999999, 
    4.5237264100000001, 7.3242151120000001, 8.8460317820000007, 
    4.340116353, NA, 4.813341737, 5.2666449420000001, 6.587127658, 
    4.7283894169999998, 5.6804345999999999, NA, 5.8405753980000004, 
    6.066073587, 5.4262186120000004, 5.3352012799999997, 7.4702730749999997, 
    8.2473811030000004, 4.7646726519999998, 4.1681209780000001, 
    5.7761233330000001, 6.9537438720000004, 4.7390087569999997, 
    4.7291104170000002, NA, 5.5418099999999999, 8.1683661119999993, 
    6.5332157720000001, 6.3082604599999996, 6.0979943380000003, 
    6.5543875170000003, 4.8921433329999999, NA, 6.2741032819999996, 
    5.0074558250000001, 7.2033617919999999, 5.124540273, 6.6934166670000002, 
    5.885677458, 4.9808624080000001, 4.5224971949999997, 5.528066205, 
    4.7953777679999998, NA, 5.5257138899999996, 5.3951905040000003, 
    4.9910700920000002, 5.0652363500000002, 3.893622513, 7.4868310649999996, 
    7.312718243, 5.9452118049999996, 5.9734024379999999, 3.3785995899999999, 
    4.3196729999999999, 5.0259389370000003, 5.6583457800000003, 
    6.0035034449999998, 6.2756344400000001, 4.7272610430000004, 
    4.7079802370000001, 2.575933509, 5.2507860749999997, 7.6459574740000003, 
    6.7730656930000004, 4.5883734460000003, NA, 8.2783866699999997, 
    5.3164299450000003, 5.791057232, NA, 7.6903528059999999, 
    3.8962400000000001, 5.0507949170000002, NA, 4.3805314170000003, 
    5.6586533330000002, 6.3556516539999999, 4.9469905609999998, 
    6.1146256579999996, 5.2276511939999999, 5.9311049540000003, 
    4.0790766229999997, 5.48321346, 6.4644589200000002, 6.2597797709999998, 
    4.8627466530000003, NA, 4.0925482239999997, 8.3978287799999993, 
    5.8625760119999999, 4.944195627, NA, NA, 5.289643291, 5.1529747629999996, 
    5.6287423329999999, 6.7346386880000004, 7.2880112119999998, 
    7.0528734850000001, 4.7906249089999999, 3.4251950120000001, 
    5.0868667619999997, 5.5124795830000002, 7.563689375, 4.2834768509999996, 
    NA, 8.4662037819999991, 6.6395296989999997, NA, 6.1237909259999999, 
    6.5002754469999999, 6.2101404210000002, 6.5240513980000001, 
    6.8184863699999996, 5.6172176670000002, NA, NA, 5.4949105100000004, 
    4.1489216669999998, 5.3922720310000001, 8.2529461180000006, 
    7.6172030729999998, 4.7318495450000002, 5.3345469039999998, 
    5.5254748329999996, 4.0524821429999998, NA, 7.8758926799999998, 
    7.3612572380000003, 6.406354769, 5.9952141120000002, 5.1558240140000002, 
    5.609201283, 4.9419166670000001, 5.5191126669999999, 4.8150399999999998, 
    6.9024026540000003, 4.4722337699999999, NA, 6.3311950499999998, 
    5.8047363550000002, 4.8138361080000003, NA, NA, 5.8436681799999999, 
    8.3665113170000005, 5.4788295400000004, 5.3142512379999998, 
    5.1269502109999996, 6.3132809310000004, 5.021917846, 7.4469160739999998, 
    4.9281761680000002, 6.4252673729999996, 6.0527318599999997, 
    5.4817996920000001, 5.3214812419999999, 6.3497796510000004, 
    5.4933083329999999, 4.8220415579999996, NA, 5.8044645729999997, 
    4.9021454670000004, 7.31258228, 8.9507654240000001, 4.9432430820000004, 
    NA, 4.6490764630000001, 4.9945892860000001, 6.5060989559999998, 
    4.8938615839999997, 6.3074469180000001, NA, 5.8718134390000003, 
    6.7992966929999996, 5.3551920099999997, 5.9644472110000004, 
    7.6677836160000004, 8.3607716669999999, 5.7826078010000002, 
    4.1231779690000003, 5.1579320180000003, 7.4144183330000004, 
    5.2013077169999997, 5.3490046419999997, NA, NA, 8.4958062020000007, 
    7.0110163099999996, 6.6934166670000002, 6.1310064999999998, 
    6.8287372140000002, 5.0789122530000004, NA, 6.5118933329999997, 
    4.7978310530000003, 8.556042691, 5.3951905040000003, 4.6351059130000003, 
    6.0668069109999996, 4.7537194610000002, 5.1238472679999996, 
    5.4543941169999997, 5.5274860930000003, NA, 6.0624731509999998, 
    5.768781852, 5.659462993, 5.6293251790000003, 3.909974917, 
    7.6506721149999999, 7.5149974359999998, 5.9650310099999997, 
    6.55964642, 3.5591620160000002, 4.5385539670000004, 6.1654216670000004, 
    6.2228461189999997, 5.8402617780000003, 6.3509445319999998, 
    6.2148169549999999, 4.4894850000000002, 3.0486049070000001, 
    5.3257243330000001, 7.1626045270000001, 7.5340799489999997, 
    4.2139579869999997, NA, 8.0722546729999998, 5.1794311669999997, 
    5.4654937019999998, NA, 8.1199377639999994, NA, 5.2605667609999998, 
    NA, 4.2627586409999996, 5.4880716359999999, 6.2732850109999996, 
    4.7729483860000004, NA, 5.095144984, 6.451991917, 4.2895681950000002, 
    NA, 6.7469862799999998, 6.4196744739999998, NA, NA, 3.923755409, 
    8.7950144419999994, 6.0117040560000001, 4.1685448039999997, 
    NA, NA, 5.3179728329999998, 5.9501387890000004, 6.0454149399999997, 
    7.1459579389999996, 7.8402676019999999, 6.8114932359999996, 
    4.7056397240000001, 2.585997152, 4.9439583330000003, 6.3130697040000001, 
    7.7115654969999996, 5.0822766579999996, NA, 8.2229715270000003, 
    6.9441839170000002, NA, NA, 6.726806721, 6.6837063329999999, 
    6.5813112839999999, 7.0577649490000001, 6.0257489020000001, 
    NA, NA, 5.7339329379999997, NA, 5.7185363489999999, 8.8877692039999996, 
    7.7098247850000003, 5.3298808439999998, 5.3654059639999998, 
    6.1642912409999999, 3.9710933329999998, NA, 7.6692302139999997, 
    7.485173842, 6.5255998719999999, 6.1303337259999999, 5.6094372779999997, 
    5.6794618870000004, 4.8354547209999996, 5.5797663399999999, 
    4.9767794580000002, 6.6296397279999999, 4.2885549999999997, 
    NA, 6.9227920210000002, NA, 4.897729429, NA, NA, 6.1051350979999999, 
    8.4692312669999996, 5.7539610980000004, 5.7212747630000003, 
    4.7209022550000004, 5.5194712849999998, 5.0502239590000002, 
    7.454363667, 5.4013543359999998, 6.6089576839999999, 6.2506969779999997, 
    5.6071233329999997, 5.8186380489999996, 6.6529339710000004, 
    5.2484228100000001, 4.7956912799999998, NA, 5.7966056909999999, 
    5.0818393650000004, 7.274043711, 8.8013136939999992, 4.9487335000000003, 
    NA, 4.355153337, 5.3265475269999998, 6.9392879169999997, 
    5.1527896130000004, 6.2678591109999999, NA, 5.6839208330000002, 
    6.7143812619999999, 5.4962428389999998, 6.3998953869999999, 
    7.7355144100000004, NA, 6.5056063389999998, 4.174010633, 
    4.3250633330000001, NA, 5.85607203, 5.6999626120000002, NA, 
    NA, 8.7329642060000001, 7.4793946550000001, 6.8311396999999996, 
    6.131984267, 6.7055854610000001, 5.2530204210000004, NA, 
    NA, NA, 8.6140124, 5.4102866220000001, 4.780587304, 6.1432764860000004, 
    NA, 5.3467459020000003, 5.9741276900000004, NA, NA, 6.4914765289999998, 
    6.1870126970000001, 6.0820129400000003, 5.9223329319999998, 
    4.3973822719999998, 8.11594412, 7.341147844, 6.0262719139999996, 
    6.1411962400000002, 3.7100364859999999, 4.9740290649999999, 
    NA, 6.3815701730000001, 5.7320766570000004, 6.2747290570000001, 
    5.9494441, NA, 3.7962118519999999, 5.3549837040000003, 7.3462944500000003, 
    7.6403901510000001, 4.8097616670000001, NA, 7.6208549339999996, 
    5.4600566959999997, 5.4911637329999996, NA, 7.9226957899999997, 
    NA, 5.947598921, NA, 3.5744063559999999, 5.4320609050000002, 
    6.5267073910000004, 4.7555623860000003, NA, 5.3858534000000002, 
    6.1707115930000001, 4.1900206899999999, NA, 5.8798843979999997, 
    6.5009092150000001, NA, NA, 3.9889232059999999, 8.9412789519999993, 
    5.9707381450000003, 4.1578713909999996, NA, NA, 5.4161583330000003, 
    5.7681880210000003, 6.027553943, 7.3029340500000002, 8.1902642189999995, 
    7.3646733800000002, 4.8173792500000001, 2.8358646240000001, 
    4.7942602580000004, 6.3448595489999997, 7.9033396969999998, 
    4.7774719660000002, NA, 8.1304594239999997, 7.1347664230000003, 
    NA, NA, 7.4132925289999996, 6.835299697, 6.799150354, 6.8585005309999998, 
    6.0671794779999999, NA, NA, 6.2269737709999999, NA, 6.1739558329999999, 
    9.1883494169999995, 7.3227234640000001, 5.2653686669999997, 
    5.6840424560000002, 6.6852380560000002, NA, NA, 7.8180030609999998, 
    7.3782124140000001, 6.3129729790000004, 6.8838981700000001, 
    5.3755656849999998, 6.0181789309999996, 4.5359333319999999, 
    4.757995899, 5.8616907840000003, 5.9157682960000004, 4.5698098009999999, 
    NA, 7.5285738179999999, NA, 4.891258476, NA, NA, 6.3534172580000003, 
    8.2967372439999991, 6.0271070849999999, 5.4151229540000001, 
    5.094145181, 5.5650137869999998, 4.6172283409999997, 7.3350597989999997, 
    6.4365080199999998, 6.8281223009999996, 6.4085712770000001, 
    7.0959940110000002, 5.248363243, 6.7744761059999998, 5.1522424710000001, 
    5.0777137489999999, NA, 6.197211566, 4.6765046669999997, 
    7.339651935, 8.7422510560000006, 4.3841237450000001, NA, 
    5.0254246189999998, 5.1003169960000001, 7.3098906020000003, 
    5.0517189650000001, 5.5850917669999998, NA, 5.5679181690000004, 
    6.5203734549999997, 5.3103258420000001, 6.3799285680000004, 
    7.4952470580000004, NA, 6.3256024609999999, 4.3305156909999996, 
    NA, NA, 5.4933661750000002, 5.5610937539999998, NA, NA, 8.917203357, 
    8.019564119, 7.032052234, 6.2227518389999998, 6.5590081820000004, 
    5.0958813029999996, NA, NA, NA, 8.3395783899999998, 5.391129125, 
    5.2433703180000002, 6.2654623320000002, NA, 5.7501674170000001, 
    5.6629607890000004, NA, NA, 6.6420714529999998, 6.1833284209999997, 
    6.206701979, 5.4358608840000002, 4.9416234719999999, 8.3028297700000007, 
    7.1529131350000004, 6.5151075719999998, 5.8712914850000004, 
    3.6675964579999998, 5.149860597, NA, 6.3964712590000001, 
    4.7372046860000001), ef_trade_regulatory_compliance = c(9.405327776, 
    0, 0.91715976300000002, 5.1556292299999997, 8.4662785629999995, 
    8.422491892, 9.9633137650000005, 7.6366960290000003, 8.1059246219999999, 
    5.8787129929999997, 0.16272189300000001, 5.286997017, 9.7289954820000002, 
    9.9633137650000005, 5.8236894699999997, 5.1556408889999998, 
    9.5011856080000001, 3.0450002619999998, 9.5958593870000009, 
    9.3929029839999991, 7.0210153999999996, 2.3372781069999999, 
    9.8390541870000003, 3.5899655460000002, 1.140264513, 3.988193662, 
    0, 9.8899412949999999, 6.6556362260000004, 2.6373074879999998, 
    0.77458621599999999, 6.8295988569999997, 6.631545783, 3.6307959689999998, 
    0, 0, 7.4686458929999997, 1.8343195269999999, 9.9633137650000005, 
    9.3106539969999993, 9.9633137650000005, 9.9633137650000005, 
    8.8686430949999995, 5.242622205, 2.0225063489999999, 8.4213078380000006, 
    9.9195270939999993, 2.2195463700000002, 6.4236860499999997, 
    9.1236745460000002, 9.9633137650000005, 3.5668881560000001, 
    4.8023912700000002, 8.6538539270000001, 9.1751536809999994, 
    3.2461844709999998, 9.423080809, 6.6224982649999999, 1.72666002, 
    4.3278383219999998, 1.4497041420000001, 7.263321382, 4.5372992480000001, 
    9.6384620049999992, 9.9633137650000005, 8.7686449609999997, 
    2.0168863689999998, 4.257295922, 0.235537314, 0.45857988199999999, 
    9.0828441229999992, 7.3295934159999998, 9.9633137650000005, 
    5.689365435, 8.8165719340000006, 7.0544447100000003, 4.8816568050000004, 
    5.5739707149999997, 9.5899430050000003, 3.5852332169999999, 
    7.5047401010000003, 1.6059526040000001, 9.415980373, 3.1195490129999999, 
    9.7284034550000005, 0, 4.2586022669999997, 9.7224870729999999, 
    9.9633137650000005, 9.5964514140000006, 5.0722078479999997, 
    5.0231007080000003, 7.6272274849999997, 5.3094823790000003, 
    9.3645012390000009, 5.5585974480000004, 8.2313682529999994, 
    5.7599999999999998, 8.7946824840000009, 2.5887573960000001, 
    9.227220956, 7.062137173, 6.4603761720000001, 0.88757396399999999, 
    5.2692634150000002, 6.2201337329999999, 9.9633137650000005, 
    8.7396511889999999, 6.3337446000000002, 4.3710213070000004, 
    0, 9.8532550600000004, 7.5692399410000002, 3.125759854, 8.8994129480000002, 
    4.1384829910000001, 5.6047561129999997, 5.7680622609999999, 
    5.0189526329999996, 9.9633137650000005, 9.9633137650000005, 
    7.4585853230000003, 9.9633137650000005, 6.6678849639999997, 
    4.9745778209999996, 1.7159996500000001, 6.2461673710000003, 
    9.7650896899999999, 5.3183627830000004, 3.4177712219999998, 
    9.2047355930000005, 9.9633137650000005, 9.9633137650000005, 
    3.6591977139999998, 9.9633137650000005, 6.232558525, 0.91715976300000002, 
    6.8331510179999997, 9.8088763609999994, 9.9195270939999993, 
    9.8899412949999999, 2.8201388629999999, 8.7639087450000002, 
    3.4662941090000001, 0.79647955199999998, 7.84379662, 5.0455821839999997, 
    3.2923198180000002, 6.1810793909999999, 7.2568129729999997, 
    8.7710091820000002, 3.162739771, 3.7787171900000001, 8.3011885620000001, 
    9.3130221039999999, 9.8011838979999997, 5.6935135099999998, 
    0, 5.7485370329999999, 5.7599999999999998, 2.4308028089999998, 
    1.641447012, 9.405327776, 0, 0, 5.1556292299999997, 8.4662785629999995, 
    8.422491892, 9.9633137650000005, 7.6366960290000003, 8.1059246219999999, 
    5.8787129929999997, 0.16272189300000001, 5.286997017, NA, 
    9.9633137650000005, 5.8236894699999997, 5.1556408889999998, 
    9.5011856080000001, 1.8934911240000001, 9.5958593870000009, 
    9.1958629629999997, 5.8260459180000002, 2.2189349109999998, 
    9.8390541870000003, 3.5899655460000002, 1.140264513, 3.988193662, 
    0, 9.8899412949999999, 5.3810865420000003, 2.6373074879999998, 
    0.77458621599999999, 6.8295988569999997, 6.6337351169999996, 
    3.6307959689999998, 0, 0, 7.4686458929999997, 1.8343195269999999, 
    9.9633137650000005, 9.3106539969999993, 9.9633137650000005, 
    9.9633137650000005, 8.8686430949999995, 5.242622205, 2.0225063489999999, 
    8.1869895550000003, 9.9195270939999993, 1.759786321, 6.4236860499999997, 
    9.1236745460000002, 9.9633137650000005, 3.5668881560000001, 
    4.5177779070000001, 9.398227339, 9.1751536809999994, 3.2461844709999998, 
    9.423080809, 6.6224982649999999, 1.72666002, 5.621913234, 
    1.4497041420000001, 7.263321382, 4.5372992480000001, 9.266275298, 
    9.9633137650000005, 8.7686449609999997, 1.8473596640000001, 
    4.0722070710000002, 0, NA, 9.0828441229999992, 7.3295934159999998, 
    9.9633137650000005, 5.452679045, 8.8165719340000006, 7.2011896499999999, 
    4.8816568050000004, 5.2189411290000001, 9.5899430050000003, 
    2.767471789, 8.0224915810000006, 1.6059526040000001, 9.415980373, 
    3.1195490129999999, 9.7284034550000005, 0, 4.2586022669999997, 
    9.7224870729999999, 9.9633137650000005, 9.5964514140000006, 
    5.0722078479999997, 4.443221383, 7.5171687800000004, 5.3094823790000003, 
    9.3645012390000009, 5.1177706000000001, 7.8645059020000003, 
    8.4698268379999995, 8.7946824840000009, 2.5887573960000001, 
    9.227220956, 7.062137173, 6.1976561439999998, 0.85798816600000005, 
    5.2692634150000002, 6.7455737889999998, 9.9633137650000005, 
    8.7177578530000002, 6.3337446000000002, 4.3710213070000004, 
    0, 9.8532550600000004, 7.0041535159999997, 2.9834527839999998, 
    8.8994129480000002, 4.1384829910000001, 5.6047561129999997, 
    5.7680622609999999, 5.0189526329999996, 9.9633137650000005, 
    9.9633137650000005, 6.7574026680000001, 9.9633137650000005, 
    5.7599999999999998, 4.619548236, 1.518959629, 6.2461673710000003, 
    9.7650896899999999, 5.3183627830000004, 1.143224647, 9.1313631229999999, 
    9.9633137650000005, 9.9633137650000005, 3.6591977139999998, 
    9.9633137650000005, 5.4716161320000003, NA, 6.8331510179999997, 
    9.7136105560000008, 9.9195270939999993, 9.8899412949999999, 
    2.8201388629999999, 7.6473447400000003, 3.4515012089999999, 
    0.79647955199999998, 7.84379662, 5.0455821839999997, 3.2923198180000002, 
    6.1810793909999999, 7.2568129729999997, 8.7710091820000002, 
    2.724873058, 3.7787171900000001, 8.3011885620000001, 9.3130221039999999, 
    9.7644976630000002, 5.589963214, 0, 5.5940996289999996, 5.7599999999999998, 
    0.60650887600000003, 1.685233684, 9.2230806540000003, 0, 
    0, 3.8834398810000001, 9.8165688249999992, 8.4668705899999992, 
    9.9633137650000005, 7.409478182, 8.1059246219999999, 5.6816729720000003, 
    0.16272189300000001, 4.9319674310000003, NA, 9.7289954820000002, 
    9.9633137650000005, 4.7728093579999999, 5.2378898759999997, 
    1.8934911240000001, 9.5958593870000009, 9.1958629629999997, 
    4.9159904780000003, 2.1597633140000001, 9.8390541870000003, 
    2.7094959040000002, 1.140264513, 4.1130452670000004, 0, 9.8899412949999999, 
    5.3810865420000003, 2.5544703599999998, 0.92783956599999995, 
    6.8295988569999997, 6.6337351169999996, 3.6307959689999998, 
    0, 0, 7.4686458929999997, 1.8343195269999999, 9.9633137650000005, 
    9.3106539969999993, 9.9633137650000005, 9.9633137650000005, 
    8.8686430949999995, 3.403582009, 2.407121734, 8.1869895550000003, 
    9.8757404219999998, 0.99351957300000004, 6.4236860499999997, 
    9.1236745460000002, 9.9633137650000005, 3.3041681280000001, 
    4.5177779070000001, 8.0804830110000001, 9.1751536809999994, 
    0.68701287300000002, 9.423080809, 6.6224982649999999, 1.264531863, 
    5.0964731780000001, 1.4497041420000001, 7.0218987769999996, 
    4.0781351130000001, 9.266275298, 9.9633137650000005, 8.7686449609999997, 
    1.7159996500000001, 3.9751651849999998, 0, NA, 9.0828441229999992, 
    7.3295934159999998, 9.9633137650000005, 3.9923300780000002, 
    8.1290020110000007, 7.3828447449999999, 4.8816568050000004, 
    5.2189411290000001, 9.5680496690000005, 2.679306419, 7.8035582239999997, 
    1.9361287190000001, 9.415980373, 2.2390793709999999, 9.7431963540000002, 
    0, 4.2586022669999997, 9.7224870729999999, 9.9633137650000005, 
    9.5964514140000006, 4.6165881009999996, 3.3923412709999998, 
    8.8402413499999994, 5.4869971719999997, 9.3645012390000009, 
    4.82428072, 7.9088846009999996, 8.4698268379999995, 8.8094753840000006, 
    4.6455857590000003, 9.227220956, 4.4236844959999999, 6.1976561439999998, 
    2.5147928990000001, 5.2692634150000002, 7.0290069859999997, 
    9.9633137650000005, 8.7177578530000002, 5.2828644880000004, 
    3.3059325500000001, 0, 7.226054779, 6.7704272589999999, 2.5639272449999999, 
    8.8994129480000002, 3.481682921, 4.028435945, 5.7680622609999999, 
    5.0189526329999996, 9.9633137650000005, 9.9633137650000005, 
    6.7574026680000001, 9.9633137650000005, 4.900613324, 1.9568263420000001, 
    1.518959629, 6.9059275749999998, 9.7798825899999997, 5.2449903129999997, 
    1.143224647, 9.1171622509999999, 9.9633137650000005, 9.9633137650000005, 
    3.6591977139999998, 9.9633137650000005, 5.4716161320000003, 
    NA, 6.0449909340000003, 9.7136105560000008, 9.9195270939999993, 
    9.8899412949999999, 2.8201388629999999, 7.6473447400000003, 
    3.4515012089999999, 0.79647955199999998, 7.84379662, 5.1047537820000004, 
    4.1023732380000002, 6.1810793909999999, 7.2568129729999997, 
    9.0858003709999995, 2.6674775409999998, 4.074575179, 7.4242671949999997, 
    9.2390576069999995, 9.7644976630000002, 3.7426035500000001, 
    0, 4.4201401069999999, 5.7599999999999998, 0.96153846200000004, 
    4.1704407840000002, 7.4475905420000004, 7.115724545, 4.125787281, 
    7.2851635860000004, 7.6991195709999998, 8.9104606620000002, 
    8.76417365, 6.3397384480000003, 7.7598105520000002, 8.3056666270000008, 
    5.6937241170000004, 8.9104606620000002, NA, 8.9104606620000002, 
    7.5528325589999996, 6.5074244669999999, 4.6681373129999999, 
    6.5716214910000001, 8.0113395819999997, 5.7152984269999996, 
    7.9795553989999997, 7.6349225479999996, 7.5938775539999996, 
    3.6672802579999999, 4.7965313600000004, 6.8213974989999997, 
    6.6751104870000004, 8.8694156670000002, 7.2388595269999998, 
    2.0616291690000002, 0, 8.1576265939999999, 6.9052405090000004, 
    8.1790256019999994, 2.5415352000000002, 2.6004731589999999, 
    8.1165816, 6.0703164530000002, 7.9488955800000003, 9.265478688, 
    7.6777205630000003, 9.3493216980000007, 8.8694156670000002, 
    7.0729265290000001, 8.2218236170000001, 8.4502006180000002, 
    9.3493216980000007, 3.7279712389999999, 7.1978145329999998, 
    8.9729046639999996, 8.6392856459999994, 7.113971523, 7.385146539, 
    8.7855726579999995, 8.9729046639999996, 6.0113784939999997, 
    8.0327385899999992, 7.7401645659999998, 5.2104873459999999, 
    6.6947564740000001, 7.1978145329999998, 6.1934514350000001, 
    8.1593796150000006, 9.3493216980000007, 7.5528325589999996, 
    8.76417365, 7.4133158540000004, 7.115724545, 5.7580964420000003, 
    NA, 8.9318596699999997, 8.7017296480000006, 7.4475905420000004, 
    7.426191534, 8.5554426360000004, 8.2218236170000001, 0.81625186100000002, 
    6.3611374549999997, 9.0567476740000004, 7.6580745769999998, 
    0.44158784800000001, NA, 8.6392856459999994, 6.4467334870000004, 
    5.504814391, NA, 5.9257824619999999, 8.76417365, 9.0567476740000004, 
    8.4715996259999997, 7.0087295049999998, 4.8786213490000003, 
    8.7427746420000005, 5.8615854389999997, 8.6803306399999993, 
    5.1925943810000001, 8.76417365, 8.4591108249999998, 6.5502224829999998, 
    3.665527237, 8.1165816, 8.4519536389999992, 6.8427965070000001, 
    7.113971523, 6.9034874879999997, 4.3755632889999996, 9.2030346860000005, 
    8.76417365, 7.155016518, 1.6603070849999999, 6.1277431699999996, 
    9.0567476740000004, 8.76417365, 7.2800798240000004, 8.76417365, 
    6.3628904769999997, 5.8598324169999998, 8.0969356129999994, 
    7.9702945879999998, 8.0327385899999992, 8.0951825920000005, 
    7.9078505850000003, 8.2628686120000001, 7.1840986180000002, 
    6.2986934530000003, 8.0130926030000005, 8.2842676189999995, 
    8.2218236170000001, 7.7615635730000001, 6.3200924609999998, 
    9.4117657000000001, 7.8240075750000004, 7.9488955800000003, 
    7.5117875649999997, 8.76417365, 8.0113395819999997, NA, 7.1336175099999997, 
    7.3030565510000001, 9.0353486660000009, 8.9943036719999991, 
    7.1567695389999999, 8.7017296480000006, 0.62891985399999994, 
    7.0318815350000001, 8.1790256019999994, 6.1934514350000001, 
    6.3414914690000002, 8.3681106290000002, 7.574231567, 8.2004246090000006, 
    5.8812314250000002, 5.9847204209999996, 9.1405906839999993, 
    9.1191916759999998, 9.3243440970000009, 8.0327385899999992, 
    0.46939121099999997, 7.0925725149999996, 6.0471644229999999, 
    2.5790741509999999, 1.287396094, 7.4475905420000004, 7.0532805429999996, 
    4.125787281, 7.2851635860000004, 7.6991195709999998, 8.9104606620000002, 
    8.9104606620000002, 6.2558954379999996, 7.7598105520000002, 
    8.3056666270000008, 5.8829844470000001, 8.9104606620000002, 
    NA, 8.9104606620000002, 7.5528325589999996, 6.2986934530000003, 
    NA, 6.9052405090000004, 8.0113395819999997, 5.7152984269999996, 
    8.0130926030000005, 7.6349225479999996, 7.426191534, 3.6672802579999999, 
    4.6091993540000002, 6.8213974989999997, 6.6751104870000004, 
    8.8694156670000002, 7.4475905420000004, 2.8734011960000001, 
    0, 8.1576265939999999, 6.9052405090000004, 8.1790256019999994, 
    2.5415352000000002, 2.6004731589999999, 8.2004246090000006, 
    5.9454284489999996, 7.7187655580000003, 9.265478688, 7.6777205630000003, 
    9.3493216980000007, 8.8694156670000002, 6.9266395169999999, 
    8.2218236170000001, 8.4502006180000002, 9.3493216980000007, 
    3.7279712389999999, 7.2816575429999997, 8.9729046639999996, 
    8.6392856459999994, 7.113971523, 6.9248864960000001, 8.7855726579999995, 
    8.9729046639999996, 5.9489344920000002, 7.886451578, 7.6777205630000003, 
    NA, 6.6947564740000001, 7.1978145329999998, 5.4620163750000001, 
    8.1593796150000006, 9.3493216980000007, 7.5528325589999996, 
    8.76417365, 7.574231567, 7.3030565510000001, 5.7580964420000003, 
    NA, 8.8694156670000002, 8.7017296480000006, 7.4475905420000004, 
    7.426191534, 8.5554426360000004, 8.1379806069999994, 0.69136385600000005, 
    6.3611374549999997, 9.0567476740000004, 7.6366755690000003, 
    0.31669984400000001, NA, 8.6392856459999994, 6.4467334870000004, 
    5.504814391, NA, NA, 8.76417365, 9.0567476740000004, 8.4715996259999997, 
    7.0087295049999998, 4.6288453409999999, 8.7427746420000005, 
    5.9864734430000004, 8.6803306399999993, 5.1925943810000001, 
    8.7017296480000006, 8.5554426360000004, 5.2960833770000004, 
    2.9340921770000001, 8.1165816, 8.2432226249999996, 6.8427965070000001, 
    6.3825364630000001, 6.8196444779999998, 4.2078772689999999, 
    9.2030346860000005, 8.76417365, 7.155016518, 1.514020073, 
    6.2594014810000003, 9.0567476740000004, 8.76417365, 7.2799045219999998, 
    8.76417365, 6.2380024729999999, 5.8598324169999998, 8.0969356129999994, 
    8.0327385899999992, 7.8650525699999996, 8.0951825920000005, 
    7.6777205630000003, 8.2628686120000001, 7.0087295049999998, 
    6.1113614470000002, 8.0130926030000005, 8.2842676189999995, 
    8.2218236170000001, NA, 6.195204457, 9.4117657000000001, 
    7.7401645659999998, 7.9488955800000003, 7.5117875649999997, 
    8.76417365, 7.426191534, NA, 7.1336175099999997, 7.3030565510000001, 
    9.0353486660000009, 8.9943036719999991, 6.8641955149999996, 
    8.7017296480000006, 0.50403184999999995, 6.7196615240000002, 
    8.1790256019999994, 6.1934514350000001, 6.3414914690000002, 
    8.3681106290000002, 8.0130926030000005, 8.2004246090000006, 
    5.5886574009999999, 5.9847204209999996, 9.1405906839999993, 
    9.1191916759999998, 9.3493216980000007, 7.8240075750000004, 
    0.46939121099999997, 7.0925725149999996, 6.1720524279999998, 
    3.4157512290000001, 1.287396094, 7.4475905420000004, 7.0532805429999996, 
    3.3301551969999998, 7.2013205759999996, 7.9506486010000001, 
    8.9104606620000002, 8.9943036719999991, 4.6056933109999996, 
    7.7598105520000002, 8.3056666270000008, 5.9454284489999996, 
    8.9104606620000002, NA, 8.8480166600000008, 7.3227025369999996, 
    5.8598324169999998, NA, 7.1353705310000004, 8.0951825920000005, 
    5.5904104229999998, 8.0130926030000005, 7.6349225479999996, 
    7.3423485240000002, 3.7921682630000002, 4.6091993540000002, 
    6.6965094949999999, 6.6751104870000004, 8.8908146749999997, 
    7.4475905420000004, 1.765549102, 0, 8.1576265939999999, 6.9052405090000004, 
    8.1790256019999994, 2.5415352000000002, 2.1009211419999998, 
    8.2004246090000006, 5.9454284489999996, 7.4886355360000003, 
    9.265478688, 7.7615635730000001, 9.4331647079999996, 8.8694156670000002, 
    6.9266395169999999, 8.3467116210000007, 8.3663576079999995, 
    9.4331647079999996, 3.895657259, 6.883841501, 9.0567476740000004, 
    8.723128655, 7.113971523, 6.9248864960000001, 8.7855726579999995, 
    9.1405906839999993, 6.4484865080000002, 7.6349225479999996, 
    7.6777205630000003, NA, 6.8624424929999996, 7.1978145329999998, 
    5.4620163750000001, 8.1593796150000006, 9.4331647079999996, 
    7.5528325589999996, 7.6973665499999999, 7.574231567, 7.3030565510000001, 
    6.0703164530000002, NA, 8.8283706730000002, 8.7017296480000006, 
    7.4475905420000004, 7.426191534, 8.6392856459999994, 8.1379806069999994, 
    0.69136385600000005, 6.3611374549999997, 9.1405906839999993, 
    7.6366755690000003, 0.31669984400000001, NA, 8.6392856459999994, 
    6.4467334870000004, 5.3799263870000003, NA, NA, 8.9104606620000002, 
    9.1405906839999993, 8.4715996259999997, 6.9052405090000004, 
    4.6288453409999999, 8.7427746420000005, 6.0489174449999998, 
    8.6803306399999993, 4.9410653509999998, 8.7017296480000006, 
    8.4091556240000003, 5.2960833770000004, 2.9340921770000001, 
    8.1165816, 8.2432226249999996, 6.4877784810000003, NA, 6.8196444779999998, 
    4.3541642810000001, 9.2868776959999995, 8.76417365, 7.155016518, 
    1.221446048, 5.7170514480000003, 9.1405906839999993, 8.76417365, 
    7.2799045219999998, 8.8480166600000008, 6.2380024729999999, 
    5.3371283710000004, 8.0969356129999994, 8.0327385899999992, 
    7.7401645659999998, 8.3253126139999996, 7.6777205630000003, 
    8.3467116210000007, 6.1559124839999999, 5.7973884150000004, 
    8.0130926030000005, 8.3681106290000002, 8.2842676189999995, 
    NA, 6.4663794729999999, 9.4956087100000008, 7.6777205630000003, 
    7.9488955800000003, 7.3868995609999999, 8.8480166600000008, 
    7.3013035300000002, NA, 6.9248864960000001, 6.9694375329999998, 
    9.1191916759999998, 8.9318596699999997, 7.5956305750000004, 
    8.7017296480000006, 0.50403184999999995, 6.7196615240000002, 
    8.1790256019999994, 6.4449804650000004, 6.4039354709999996, 
    8.3681106290000002, 8.0130926030000005, 8.2004246090000006, 
    5.3371283710000004, 5.5886574009999999, 9.1405906839999993, 
    9.2030346860000005, 9.3493216980000007, 7.6991195709999998, 
    1.6227681329999999, 7.0925725149999996, 6.1720524279999998, 
    2.9786432139999999, 1.1625080889999999, 7.4475905420000004, 
    7.0532805429999996, 3.3301551969999998, 8.0755366049999999, 
    7.9506486010000001, 8.9104606620000002, 9.0781466819999999, 
    4.355917303, 7.7598105520000002, 8.3056666270000008, 6.1327604549999997, 
    NA, NA, 8.9943036719999991, 7.0925725149999996, 5.6511014030000002, 
    NA, 7.1353705310000004, 7.9078505850000003, 5.2567914040000003, 
    8.0130926030000005, 7.6349225479999996, 7.3423485240000002, 
    3.6672802579999999, 3.8581183079999999, 6.6965094949999999, 
    6.6751104870000004, 8.8908146749999997, 7.4475905420000004, 
    1.765549102, 0, 7.155016518, 6.9052405090000004, 8.1790256019999994, 
    2.5415352000000002, 2.1009211419999998, 8.1379806069999994, 
    5.8205404439999997, 7.4886355360000003, 9.265478688, 7.4903885570000002, 
    9.4331647079999996, 8.8694156670000002, 6.9266395169999999, 
    8.4091556240000003, 8.3663576079999995, 9.4331647079999996, 
    3.895657259, 6.883841501, 8.9943036719999991, 8.723128655, 
    7.113971523, 6.9248864960000001, 8.5143976410000004, 9.1405906839999993, 
    6.7607065190000002, 6.9266395169999999, 7.6777205630000003, 
    NA, 6.8624424929999996, 7.1978145329999998, 5.4620163750000001, 
    7.2816575429999997, 9.4331647079999996, 7.6991195709999998, 
    7.6973665499999999, 7.574231567, 7.0532805429999996, 6.0703164530000002, 
    NA, 8.8283706730000002, 8.7017296480000006, 7.3637475319999997, 
    7.0301285130000002, 8.6392856459999994, 8.1379806069999994, 
    1.1284718709999999, 6.4860254599999996, 9.1405906839999993, 
    7.6366755690000003, 0.50403184999999995, NA, 8.6392856459999994, 
    6.3218454829999997, 5.3799263870000003, NA, NA, 8.8480166600000008, 
    9.2868776959999995, 8.4715996259999997, 6.9052405090000004, 
    3.5423922540000001, 7.8650525699999996, 6.0489174449999998, 
    NA, 4.9410653509999998, 8.2628686120000001, 8.4091556240000003, 
    5.2960833770000004, 3.3729532130000002, 8.1165816, 8.2432226249999996, 
    6.4877784810000003, NA, 6.2344964300000001, 4.5414962880000003, 
    9.2868776959999995, 8.76417365, 6.7161554810000004, 1.221446048, 
    5.7170514480000003, 9.1405906839999993, 8.76417365, 7.2799045219999998, 
    8.8480166600000008, 6.1738054489999996, 5.3371283710000004, 
    8.0969356129999994, 8.0327385899999992, 7.7401645659999998, 
    7.886451578, 7.155016518, 8.3467116210000007, 4.8982673349999999, 
    5.7973884150000004, 8.0130926030000005, 8.3681106290000002, 
    8.2842676189999995, NA, 6.4663794729999999, 9.4956087100000008, 
    7.6777205630000003, 7.886451578, 5.6511014030000002, 8.7855726579999995, 
    7.2174605200000004, NA, 6.5074244669999999, 6.9694375329999998, 
    9.1191916759999998, 8.9318596699999997, 7.5956305750000004, 
    8.4091556240000003, 0, 7.1567695389999999, 8.1790256019999994, 
    6.4449804650000004, 6.4039354709999996, 7.804361589, 8.0130926030000005, 
    8.0541375970000004, 4.9393123289999998, 5.5886574009999999, 
    9.1405906839999993, 9.2030346860000005, 9.3493216980000007, 
    7.3655005530000004, 1.6227681329999999, 7.0087295049999998, 
    6.3397384480000003, 2.9786432139999999, 1.1625080889999999, 
    7.4475905420000004, 7.3030565510000001, 2.7450071490000001, 
    8.0755366049999999, 7.9506486010000001, 8.9104606620000002, 
    9.0781466819999999, 3.686926245, 7.7598105520000002, 8.3056666270000008, 
    6.1327604549999997, NA, NA, 8.9318596699999997, 7.0925725149999996, 
    5.6511014030000002, NA, 7.1353705310000004, 7.8240075750000004, 
    5.2567914040000003, 8.0130926030000005, NA, 6.9248864960000001, 
    3.6672802579999999, 1.790454153, NA, 6.6126664850000001, 
    8.8908146749999997, NA, 1.765549102, 0, 7.0925725149999996, 
    6.9052405090000004, 8.1790256019999994, 2.5415352000000002, 
    2.1009211419999998, 8.1379806069999994, 5.8205404439999997, 
    7.4886355360000003, 9.265478688, 7.4903885570000002, 9.4331647079999996, 
    8.7855726579999995, 6.6768635090000004, 8.4091556240000003, 
    8.3663576079999995, 9.4331647079999996, 3.665527237, 6.883841501, 
    8.9943036719999991, 8.723128655, 7.113971523, NA, 8.5143976410000004, 
    9.1405906839999993, 6.7607065190000002, 6.9266395169999999, 
    7.6777205630000003, NA, 6.8624424929999996, 7.1978145329999998, 
    5.1694423509999998, 7.1353705310000004, 9.3493216980000007, 
    7.5938775539999996, 7.6973665499999999, 7.4903885570000002, 
    6.8017515130000001, 6.0703164530000002, NA, 8.8283706730000002, 
    8.6178866379999999, 7.3637475319999997, 7.0301285130000002, 
    8.6392856459999994, 7.8668055910000003, 0.81625186100000002, 
    6.4860254599999996, 9.0567476740000004, 7.5528325589999996, 
    0.50403184999999995, NA, 8.6392856459999994, NA, 5.3799263870000003, 
    NA, NA, 8.7017296480000006, 9.2868776959999995, 8.4715996259999997, 
    6.9052405090000004, 3.5423922540000001, 7.7812095599999997, 
    6.0489174449999998, NA, 4.2720742930000002, 8.2628686120000001, 
    8.4091556240000003, 5.2960833770000004, 3.3729532130000002, 
    8.1165816, 7.9292495929999998, 6.3628904769999997, NA, 6.2344964300000001, 
    4.5414962880000003, 9.2868776959999995, 8.76417365, 6.3611374549999997, 
    1.221446048, 5.7170514480000003, 9.1405906839999993, 7.9292495929999998, 
    7.2799045219999998, 8.8480166600000008, 6.1738054489999996, 
    5.3371283710000004, 8.0969356129999994, 8.0327385899999992, 
    7.1781685470000003, 7.886451578, NA, 8.3467116210000007, 
    4.8982673349999999, 5.1069983490000004, NA, 8.3681106290000002, 
    8.2842676189999995, NA, 6.0489174449999998, 9.4956087100000008, 
    7.5528325589999996, 7.5100345439999998, 5.4637693970000001, 
    8.7855726579999995, 7.2174605200000004, NA, NA, NA, 9.1191916759999998, 
    8.9318596699999997, 7.5956305750000004, 8.4091556240000003, 
    NA, 6.2166034650000004, 8.1790256019999994, NA, 6.4039354709999996, 
    7.804361589, 8.0130926030000005, 8.0541375970000004, 4.9393123289999998, 
    5.3174823849999999, 9.1405906839999993, 9.2030346860000005, 
    9.3493216980000007, 7.1978145329999998, 1.6227681329999999, 
    7.0087295049999998, NA, 2.9786432139999999, 1.1625080889999999, 
    7.4475905420000004, 7.3030565510000001, 1.315803877, 8.0755366049999999, 
    7.4903885570000002, 8.9104606620000002, 9.0781466819999999, 
    3.1856212070000001, 8.0113395819999997, 8.0541375970000004, 
    6.2576484590000003, NA, NA, 8.9318596699999997, 7.0925725149999996, 
    5.6511014030000002, NA, 7.1353705310000004, 7.8240075750000004, 
    5.0891053839999998, 8.1593796150000006, NA, 6.9248864960000001, 
    3.6672802579999999, 1.790454153, NA, 6.6126664850000001, 
    8.8908146749999997, NA, 1.765549102, 0, 7.0925725149999996, 
    6.9052405090000004, 8.1165816, 2.5415352000000002, 2.1009211419999998, 
    8.1379806069999994, 5.8205404439999997, 7.4886355360000003, 
    9.265478688, 7.4903885570000002, 9.4331647079999996, 8.7855726579999995, 
    6.6768635090000004, 8.0541375970000004, 8.3663576079999995, 
    9.4331647079999996, 3.246312187, 6.653711479, 8.9943036719999991, 
    8.723128655, 7.113971523, NA, 8.5143976410000004, 9.1405906839999993, 
    6.7607065190000002, 6.9266395169999999, 7.6777205630000003, 
    NA, 6.8624424929999996, 6.9890835190000002, 5.1694423509999998, 
    7.0515275209999997, 9.3493216980000007, 7.5938775539999996, 
    7.6973665499999999, 7.4903885570000002, 6.7179085030000003, 
    5.6956524399999999, NA, 8.8283706730000002, 8.4091556240000003, 
    7.3637475319999997, 7.0301285130000002, 8.6392856459999994, 
    7.5528325589999996, 0.25425584200000001, 6.3397384480000003, 
    8.9943036719999991, 7.5528325589999996, 0.50403184999999995, 
    NA, 8.3253126139999996, NA, 3.4157512290000001, NA, NA, 8.6392856459999994, 
    9.2868776959999995, 8.4715996259999997, 6.7803525049999998, 
    3.5423922540000001, 7.7812095599999997, 5.1711953729999998, 
    NA, 4.2720742930000002, 8.1165816, 7.9292495929999998, 5.2960833770000004, 
    3.3729532130000002, 8.1165816, 7.9292495929999998, 6.3628904769999997, 
    NA, 6.2344964300000001, 4.5414962880000003, 9.2868776959999995, 
    8.76417365, 5.9222764190000001, 1.221446048, 5.5083204339999998, 
    9.1405906839999993, 6.6965094949999999, 7.196061512, 8.8480166600000008, 
    6.1738054489999996, 5.3371283710000004, 6.7375544889999999, 
    7.8240075750000004, 7.1781685470000003, 7.886451578, NA, 
    8.3467116210000007, 4.8982673349999999, 4.7930253169999997, 
    NA, 8.3681106290000002, 8.2842676189999995, NA, 6.0489174449999998, 
    9.5580527120000003, 6.9266395169999999, 7.1764155250000004, 
    5.4637693970000001, 8.7855726579999995, 7.155016518, NA, 
    NA, NA, 9.1191916759999998, 8.9318596699999997, 7.5956305750000004, 
    8.3253126139999996, NA, 6.2166034650000004, 8.1790256019999994, 
    NA, 6.3414914690000002, 7.3672535750000003, 7.5956305750000004, 
    8.0541375970000004, 4.9393123289999998, 5.3174823849999999, 
    8.9318596699999997, 8.9104606620000002, 9.3493216980000007, 
    7.1978145329999998, 1.6227681329999999, 7.0087295049999998, 
    NA, 1.7245041080000001, 1.1625080889999999), ef_trade_regulatory = c(7.4899046309999999, 
    2.4812944730000002, 2.0249490489999999, 4.8111054859999998, 
    7.1944104879999999, 7.4271032930000001, 8.2540110880000004, 
    6.7990523219999996, 8.1059246219999999, 6.2955947019999998, 
    3.2386356699999999, 5.6618803670000002, 9.7289954820000002, 
    8.057298673, 6.8731926300000001, 4.7129438559999999, 7.4336883389999997, 
    3.9810299929999999, 7.16936923, 7.514893678, 5.5084470479999998, 
    3.7613568599999998, 7.6040364499999997, 4.5382087909999997, 
    2.4032502579999999, 4.5978899750000002, 2.3630013070000002, 
    7.9222174880000003, 5.7857912750000002, 2.6373074879999998, 
    2.0257773079999999, 7.0297694770000003, 6.2200922580000002, 
    4.3190628750000002, 2.0172365509999999, 0, 6.0903743520000004, 
    2.9298338049999999, 8.3061758809999997, 7.8705720069999998, 
    8.4166272620000004, 8.2072468730000008, 7.0796309170000002, 
    4.179157569, 3.6813211199999998, 6.5675558819999997, 8.4898383020000008, 
    3.4598404829999998, 6.4236860499999997, 8.5038103239999998, 
    7.6755654939999998, 3.6988703749999998, 5.1945494310000004, 
    7.5974648169999996, 8.0081483260000006, 4.4132544009999997, 
    7.9370763540000002, 6.3013149459999998, 3.1348354060000001, 
    4.3278383219999998, 3.8383389559999999, 6.2242533279999996, 
    4.8308466729999999, 8.836084971, 7.5965929169999997, 7.0051812289999997, 
    3.9428851479999998, 4.8561978320000003, 2.6209924739999999, 
    0.45857988199999999, 7.9481700379999998, 6.6720719710000003, 
    8.1655220320000002, 6.1940854630000004, 7.2882560400000003, 
    5.9659251370000002, 5.3041862640000002, 5.4355356290000003, 
    7.4759900139999997, 4.4479494920000002, 6.231933207, 3.5430673879999999, 
    8.0536656549999996, 4.1462278650000002, 6.7904486090000002, 
    2.2767913339999999, 4.8821046350000001, 7.6633898120000001, 
    8.3511920899999996, 7.6905793569999998, 4.5942324399999999, 
    5.3878471919999997, 6.9748692610000003, 4.8392998990000002, 
    8.1672475739999992, 3.7524919720000001, 7.2479856959999998, 
    5.7854768879999998, 7.097618411, 3.795451184, 7.5305282790000003, 
    5.9734384450000002, 5.4738827490000004, 2.9325461869999998, 
    5.5816264090000001, 5.9164709010000003, 8.4843504559999996, 
    8.2240983580000009, 5.5944085489999997, 4.3710213070000004, 
    3.1470799450000002, 7.7881050639999998, 6.8238461060000004, 
    4.0126302310000002, 7.6580444959999996, 4.5951009779999996, 
    5.5534566630000004, 5.7343379600000004, 5.374414099, 7.9515218870000002, 
    8.7568088510000006, 7.3079003, 8.0105702220000001, 5.7181757580000001, 
    5.357440907, 3.7821202509999998, 5.5004101739999998, 7.3792854639999996, 
    5.6845438829999999, 3.9736980009999998, 8.6800109519999999, 
    7.8585263220000003, 8.0028530090000007, 4.6513502930000001, 
    8.0732635790000007, 5.8522155070000004, 0.91715976300000002, 
    6.6960796, 7.8731881809999997, 8.3868104819999996, 8.1414652269999994, 
    4.0317545910000003, 7.5970503689999997, 4.3371329200000002, 
    2.8069771170000002, 6.7827710559999996, 4.6670243559999998, 
    3.2923198180000002, 6.4445057730000004, 5.9392799549999999, 
    7.4007378690000003, 4.6169621239999996, 4.1884061050000003, 
    7.9927144520000004, 8.163398011, 8.3682809070000008, 5.7132180320000003, 
    1.9641542430000001, 5.3089076520000003, 4.8115250720000002, 
    3.8507206379999999, 3.316497934, 7.4221751859999996, 2.1436945079999998, 
    1.566369167, 4.5967007200000003, 7.3038794469999999, 7.4621654810000004, 
    8.181185675, 6.6134040130000002, 8.1059246219999999, 6.2955945079999998, 
    3.0356739250000002, 5.6618803670000002, NA, 8.2900376300000005, 
    6.8731926300000001, 4.4105909910000003, 7.2462641970000004, 
    3.4052754240000001, 7.2617436959999999, 7.6122079290000002, 
    5.1429345160000004, 3.5802276019999999, 7.6214626430000001, 
    4.5382087909999997, 2.5401524389999999, 4.670165506, 1.958209044, 
    7.8209064890000004, 5.2122694520000001, 2.6373074879999998, 
    2.1057216369999998, 6.8676220729999997, 6.0636767330000003, 
    4.4216600210000001, 1.605263154, 0, 6.07009314, 2.9298338049999999, 
    8.3329875789999992, 7.7469102909999998, 8.2888588419999998, 
    7.953199218, 7.2525753599999998, 4.2140374659999997, 3.5278031200000002, 
    6.5020249779999997, 8.2522103869999999, 3.046479116, 6.4236860499999997, 
    8.2338147639999999, 7.6867133900000004, 3.6988703749999998, 
    5.0085583470000001, 8.0255554230000001, 7.5560713100000001, 
    4.521190088, 7.6688268710000003, 6.3381292780000003, 3.389766067, 
    5.621913234, 3.8383389559999999, 6.1351821610000004, 5.3556275409999996, 
    8.389591351, 7.3193337229999997, 7.1099535400000002, 3.9158200390000002, 
    4.6676016789999997, 2.6518737269999999, NA, 8.2341387089999998, 
    6.6323523209999999, 8.0733596090000006, 6.1786362160000001, 
    7.0559658350000003, 6.1549607020000003, 5.2787601630000003, 
    5.255272476, 7.4011496670000003, 4.0148991150000004, 6.4574982250000001, 
    3.588005141, 7.8952212700000004, 4.2493673169999999, 7.0036363860000002, 
    2.2301056269999999, 4.8821046350000001, 7.5926219760000002, 
    8.2119642519999996, 7.6905793569999998, 4.2938541060000004, 
    5.3574731590000004, 7.0433826939999999, 4.8553992429999999, 
    7.9838016740000004, 3.901979044, 6.999823106, 7.0827183810000003, 
    7.0733835279999999, 3.910738652, 7.5817532329999997, 5.6970453540000001, 
    5.5166405779999996, 2.917753287, 5.6586837929999998, 6.152250113, 
    8.2019411340000001, 7.961236585, 5.6503216270000003, 4.3710213070000004, 
    3.1736186260000001, 7.9630340200000003, 6.5413030809999997, 
    3.8705107070000002, 7.6393021819999998, 4.5951009779999996, 
    5.6623015109999999, 5.6495566860000004, 5.4098199200000003, 
    7.9483014860000001, 8.6741810220000009, 6.8542508729999998, 
    8.0873088969999998, 5.2863365059999996, 5.1408547259999997, 
    3.735359662, 5.346382288, 7.3880163029999997, 5.5110218370000004, 
    2.8441974929999998, 8.5422498969999996, 7.8537623869999997, 
    8.0024892019999996, 4.9185046120000004, 7.8937560409999996, 
    5.5161900829999997, NA, 6.6960796, 7.8661161420000001, 8.4969200140000005, 
    7.8636794749999996, 4.0317545910000003, 7.1040403010000004, 
    4.3297366879999997, 2.9796841810000001, 6.6940452300000004, 
    4.6670243559999998, 3.2923198180000002, 6.3064628550000004, 
    5.8626188770000001, 7.4007380149999999, 4.3402070249999998, 
    4.2496182080000002, 7.8733623049999997, 7.9298438119999997, 
    8.0656666000000001, 5.800536524, 1.9998638280000001, 5.2419478929999999, 
    5.1000423469999996, 3.232574412, 3.6590453840000001, 7.7489048550000001, 
    2.97472205, 1.566369167, 3.8398258670000001, 7.5857762639999997, 
    7.9065825199999997, 8.8018519580000003, 6.1096199240000004, 
    8.1059246219999999, 6.651263953, 2.8113892950000001, 5.8508347409999999, 
    NA, 8.8258456360000004, 8.0414756690000004, 5.3602041399999996, 
    5.2448092129999999, 2.7339487400000002, 7.5139601459999996, 
    7.8612851770000001, 4.8357764320000003, 4.1799697480000004, 
    7.6124537930000002, 4.09797397, 2.6651426009999999, 4.7395627669999998, 
    2.9399421989999999, 8.195425255, 5.2740294690000002, 2.5544703599999998, 
    2.4583813860000001, 7.885438905, 6.3022366310000004, 3.8943336799999999, 
    0, 0, 6.442402113, 3.8012537740000001, 7.9954338539999998, 
    8.3067940230000001, 9.0767889920000009, 8.6639935720000008, 
    6.8430111729999998, 3.119723316, 3.600690996, 7.2659245520000004, 
    8.8895400599999999, 2.8854957689999998, 6.4236860499999997, 
    8.6270669850000008, 8.5490400940000004, 4.3913581739999996, 
    5.5407203300000001, 7.7468877699999998, 8.0052266890000006, 
    3.7430816139999998, 8.1407906699999995, 6.3448388720000004, 
    3.1587019889999999, 5.0964731780000001, 3.8383389559999999, 
    6.0144708580000001, 5.1260454729999996, 9.2273123580000007, 
    8.6430186150000008, 7.0170068140000001, 3.7000210529999999, 
    5.3302016200000004, 2.4343724710000001, NA, 8.4504235919999999, 
    7.3539029149999999, 8.138143372, 5.4381141240000002, 6.7522838480000003, 
    6.7005118379999997, 4.7087950679999997, 4.988468514, 7.7148702260000004, 
    4.2975373579999996, 6.1866840119999997, 3.7151895650000002, 
    8.4722770959999991, 4.0456692409999997, 7.3172274149999996, 
    0, 4.8821046350000001, 8.0379521650000001, 9.1300255040000007, 
    7.8117792489999998, 5.0158555270000003, 4.2432432259999997, 
    7.2026275689999997, 5.0521127569999997, 8.3497805189999994, 
    5.6303943700000003, 7.3685034509999996, 7.4391990569999997, 
    7.1263902080000001, 4.9469745009999997, 8.0008485310000008, 
    4.7879634830000004, 5.6376849470000003, 3.7461556539999998, 
    5.7332374909999997, 5.8527558260000001, 8.6514828500000007, 
    8.7300044539999995, 4.8334941159999998, 3.3059325500000001, 
    2.5127123099999999, 6.1631858880000001, 7.0401589309999997, 
    3.8078231050000002, 7.2422523569999999, 4.5717784730000002, 
    4.7981770570000002, 6.1442178580000002, 5.1646392380000004, 
    8.1716211669999996, 8.7292804109999995, 7.7068957210000004, 
    8.1444581130000007, 4.6155645080000003, 3.8721056709999999, 
    4.1452549039999997, 6.199646875, 7.6704881719999998, 5.474335602, 
    3.612715176, 9.0171828040000008, 8.9914389420000003, 8.4976830000000003, 
    4.9409747770000001, 8.2611609730000009, 5.283748718, NA, 
    5.8638640999999998, 7.8661161420000001, 9.1295527419999996, 
    7.6405352100000004, 4.0317545910000003, 6.9564035359999998, 
    3.9789619799999998, 3.2733234840000001, 6.7533787050000003, 
    4.6966101550000001, 4.1023732380000002, 6.4115754220000003, 
    6.7200706969999997, 7.6462511749999997, 4.0516692120000002, 
    4.5080993249999999, 7.8635484819999997, 8.1959853710000008, 
    8.1398026170000009, 4.8069475180000003, 1.8337982289999999, 
    4.785000352, 5.8345115219999997, 3.6790048610000001, 4.4538227350000001, 
    5.9526810990000003, 5.8136696710000004, 3.629262808, 5.2536903930000003, 
    6.6008784289999998, 7.3862345960000004, 7.3161721870000003, 
    5.9800954690000001, 7.7598105520000002, 7.3760362510000004, 
    5.903137375, 7.8400813559999998, NA, 7.5150491180000003, 
    7.1429839580000003, 6.9124674959999997, 4.9599329320000001, 
    5.4941679380000004, 6.1844256199999998, 5.68107483, 6.472516562, 
    6.244625922, 6.3915659590000002, 4.5768661479999997, 4.4494987229999996, 
    6.13630326, 5.7912701440000003, 7.1851779450000004, 6.2029159619999996, 
    3.3321227649999998, 1.807742811, 7.2181113110000004, 6.3400574150000004, 
    6.5489849009999999, 3.541725435, 2.6004731589999999, 6.450100108, 
    5.7179685779999998, 6.9843002270000003, 7.990559159, 6.6345281299999996, 
    7.6255415539999998, 7.0157724269999999, 5.7853428280000001, 
    6.5463653700000002, 6.4831920360000002, 7.865007436, 4.3616931360000004, 
    5.7910795009999996, 7.9043164949999998, 7.1080245360000003, 
    6.2962598720000003, 6.6235150980000004, 8.0119115799999996, 
    7.2206638950000004, 5.3844246309999999, 7.337262, 6.7287732670000002, 
    5.1316797300000001, 3.347378237, 6.3874253039999997, 5.600247188, 
    6.5401553789999998, 8.4335017220000008, 6.8238029109999996, 
    6.7440706370000001, 6.3011483330000004, 6.1373622650000001, 
    5.3134206930000003, NA, 7.7562787530000001, 7.0155536060000001, 
    6.4774479410000003, 7.0800292799999998, 6.7458861839999997, 
    6.8503276790000003, 3.2480509340000001, 5.6927403310000004, 
    7.0864862320000004, 6.1111386699999999, 3.2096886150000001, 
    NA, 7.3913395350000002, 6.1494962989999999, 5.1878160290000004, 
    NA, 5.2372059479999997, 6.9793780969999997, 8.1519112039999992, 
    7.0301086059999998, 6.0167637379999999, 5.4761346619999998, 
    7.7873843950000001, 4.7635739920000004, 7.194445881, 4.4451588319999997, 
    7.4208594200000002, 7.0357977700000003, 5.9967637580000002, 
    4.5885171759999999, 6.8124773660000004, 7.3072895349999998, 
    6.2971932590000002, 6.045744966, 6.2854537539999997, 4.9296132080000001, 
    7.7835271090000004, 8.0947382920000006, 5.94472457, 3.3023292089999998, 
    6.0229217479999999, 7.47235681, 7.4459219540000001, 6.4709769240000004, 
    7.3198293249999997, 6.1320492289999997, 5.7394959679999999, 
    6.7081298680000003, 6.9041376620000001, 6.8401491410000004, 
    7.5484294670000001, 6.922997627, 6.5983137010000004, 6.0958834929999997, 
    6.0430392270000004, 6.86967895, 6.7389843340000004, 6.8285962409999996, 
    6.7326222329999998, 6.2011490829999998, 8.4438400219999998, 
    6.8906009780000002, 6.9445365949999998, 6.8816882689999996, 
    7.2234554580000001, 6.5619629780000004, NA, 6.8482396669999996, 
    6.6608391390000001, 7.4825924649999997, 7.031063434, 3.5783847689999999, 
    7.5276545290000003, 2.577617891, 5.9409776179999998, 6.9727891150000003, 
    5.7657954279999997, 6.2961308479999998, 7.515066279, 6.2157567919999996, 
    6.8551220510000004, 5.7808621660000004, 5.5463987299999999, 
    8.328693908, 7.601998354, 7.465697027, 6.9708808170000003, 
    2.3750165239999999, 6.263270511, 5.3768064740000003, 4.1866627340000004, 
    3.8857754230000001, 6.2808340210000004, 5.5519362819999998, 
    4.3423053070000002, 4.8664856639999998, 6.4202182810000004, 
    7.627943331, 7.626039005, 5.8376120819999997, 7.7598105520000002, 
    7.3874127850000004, 5.7492209939999999, 7.6104021480000004, 
    NA, 7.8217980090000001, 7.435171542, 5.1508258859999998, 
    NA, 5.6313760830000001, 6.4881289579999999, 5.8869293310000002, 
    6.43371095, 6.5708934530000001, 6.0304982689999997, 4.5501018630000001, 
    4.265220598, 6.1216385170000001, 6.0240413000000004, 7.2282131229999997, 
    6.0251034519999997, 2.8734011960000001, 1.7664807570000001, 
    7.2459057759999999, 6.1832033900000001, 6.3604706359999996, 
    2.5415352000000002, 2.6004731589999999, 6.4689150379999996, 
    5.4219347940000002, 6.7088089460000004, 7.9103305730000004, 
    6.6188396760000003, 7.7407189519999999, 6.6835873970000002, 
    5.7936196039999999, 6.2972632060000002, 6.327399099, 8.0209913460000006, 
    4.0561578540000003, 7.2816575429999997, 8.1819588759999995, 
    7.4123254059999999, 5.8849562969999996, 6.4485365840000002, 
    7.7971278220000002, 7.3463591109999999, 5.5179408829999996, 
    7.1886041260000004, 6.7684987620000001, NA, 6.6947564740000001, 
    6.350257569, 5.0419588859999998, 6.4787631149999996, 8.7127420910000009, 
    6.7384321979999999, 6.9145182079999996, 6.5998990239999999, 
    6.4044878179999998, 5.3239749940000003, NA, 7.7175753419999999, 
    7.006101256, 6.5047478989999998, 6.9116377900000003, 6.7392386640000002, 
    6.9405819700000002, 3.2712135990000002, 5.4858806080000004, 
    7.0897676010000001, 6.2553462849999999, 2.8418943090000002, 
    NA, 7.4262427459999998, 5.9198295769999998, 5.4438241600000001, 
    NA, NA, 7.2542446160000003, 8.0671620839999996, 7.0025813939999999, 
    5.7863492169999997, 4.8599415229999998, 7.5313583639999999, 
    5.1795863469999999, 7.5030264119999996, 4.7768963820000003, 
    7.5229924559999999, 7.1401640119999996, 5.449059471, 4.1380487549999998, 
    6.767183964, 7.3372401869999999, 6.0700114129999996, 5.665685732, 
    6.1562511310000003, 4.5761143009999996, 8.0199079040000001, 
    8.2982532379999991, 5.7639073390000002, 1.514020073, 5.6952040899999998, 
    7.4789778279999997, 7.7511409909999998, 6.2807488859999996, 
    7.2984806349999998, 6.2380024729999999, 5.6805429119999999, 
    6.7818773920000002, 6.846818464, 6.5918877140000003, 7.5828477029999997, 
    7.655242544, 6.4244935339999998, 5.8211731809999998, 5.9473163409999996, 
    7.102126793, 6.8615529159999999, 6.5849111809999998, NA, 
    6.1105837699999999, 8.5110510230000003, 6.8715511339999997, 
    6.9283429720000003, 6.8349930069999996, 7.4608577079999998, 
    6.2140050369999997, NA, 6.7524293870000003, 6.345736016, 
    7.7783459749999997, 6.9360249830000003, 6.586227987, 7.4762499370000004, 
    3.5292096829999999, 5.573657367, 7.0055500820000001, 5.276331613, 
    6.3414914690000002, 7.1392169970000001, 6.5715913759999998, 
    6.6626675620000002, 5.417973302, 5.3662439519999996, 8.3454003419999996, 
    7.8058903639999997, 7.560121402, 6.8143543969999998, 2.1870757589999998, 
    6.0585902579999997, 5.1753400640000002, 4.492292666, 3.8429935550000001, 
    6.6012929529999997, 5.2213357059999996, 4.0190677170000004, 
    4.6197836890000001, 6.4678421149999998, 8.3326671399999999, 
    7.7330454670000002, 4.716994594, 7.7598105520000002, 7.7803961409999998, 
    5.6396982290000004, 7.3421950540000003, NA, 8.0827635919999992, 
    7.5065276709999997, 4.8465972019999999, NA, 5.5706808289999996, 
    6.686140838, 5.8218934859999996, 6.4345053239999999, 6.7736057489999997, 
    6.0540110970000001, 4.4619958149999999, 4.2237278009999999, 
    5.939340745, 6.2896624159999996, 7.3866774739999999, 5.9855544170000003, 
    1.765549102, 1.968615574, 7.7779673020000004, 6.12940416, 
    6.3392298670000002, 2.5415352000000002, 2.1009211419999998, 
    6.6703587799999999, 5.0705591200000004, 6.3993395499999997, 
    7.8482084460000001, 7.0340418930000004, 8.0177936299999999, 
    6.7041751850000004, 5.3217264249999996, 6.4173848680000001, 
    6.6099561170000003, 8.3454634839999997, 3.5559473069999998, 
    6.883841501, 8.4957932060000001, 7.4791441619999999, 5.4689557620000002, 
    6.4781431989999998, 7.6871421619999998, 7.6274029800000003, 
    5.8764320420000002, 6.9570061609999998, 6.6261940519999998, 
    NA, 6.8624424929999996, 6.2454103050000001, 4.8473563559999997, 
    6.5957084269999999, 8.7662959370000006, 6.925380713, 6.2902657470000003, 
    6.4809142570000002, 6.3930986350000003, 5.2528154039999997, 
    NA, 8.0412817509999996, 7.3924683509999998, 6.716181336, 
    6.6795798990000002, 6.6740255319999999, 6.9539248669999996, 
    3.2088743979999999, 5.6019714130000002, 7.1083836189999996, 
    6.8170667099999998, 2.5778057140000001, NA, 7.4300671339999997, 
    5.728114046, 4.8268231400000001, NA, NA, 7.5173773339999999, 
    8.422192592, 6.9962341520000004, 5.5209529939999999, 4.9078931839999997, 
    7.5970372279999996, 5.3493195099999999, 7.85119335, 5.4961964349999999, 
    7.5786768950000001, 7.1721390490000001, 5.4910971589999997, 
    4.214383765, 6.8807117030000002, 7.0569576620000003, 5.5342635969999998, 
    NA, 6.1135921739999999, 4.4389453459999997, 8.3055464039999993, 
    8.8051027160000004, 5.7475664350000004, 1.221446048, 5.2651965919999997, 
    7.2036178130000001, 7.675650654, 6.0041469689999998, 7.2642256300000003, 
    6.2380024729999999, 5.5888518850000004, 7.0815045999999997, 
    6.7294786010000003, 6.5376829230000002, 7.8977928439999996, 
    7.9625508329999999, 6.5556921370000003, 5.1620167309999996, 
    5.7867558739999998, 7.4834182370000004, 6.5535596930000004, 
    6.5066890180000003, NA, 6.004094737, 8.8319874110000001, 
    7.1054681679999998, 7.12857802, 6.7424469499999997, 7.7012020879999996, 
    6.096723431, NA, 6.5994948889999998, 5.9884466789999999, 
    8.1612767339999994, 7.0281999710000003, 7.1445236210000003, 
    7.2937035530000003, 2.7424471289999999, 5.6210793600000004, 
    6.8535459029999997, 5.6201791170000002, 6.4039354709999996, 
    6.9469122600000004, 6.7041415539999996, 6.595747351, 5.2011823609999999, 
    4.7411399569999997, 8.3137108739999999, 8.2578764650000007, 
    7.6472667510000001, 6.8362610049999999, 2.5006838619999998, 
    5.7061227580000002, 5.598995682, 4.3184944969999997, 3.583005767, 
    6.8616124909999998, 5.890270793, 4.0190677170000004, 5.3257350570000002, 
    6.6007173379999999, 8.2782090680000007, 7.9256061869999996, 
    4.4721453740000001, 7.7598105520000002, 8.2920266480000002, 
    5.7245952000000004, 5.791057232, NA, 8.3423282390000004, 
    5.4944062579999997, 5.3509481599999997, NA, 5.7579509739999999, 
    6.7832519590000002, 5.8062215290000001, 6.4800415820000001, 
    6.874774103, 6.284999859, 4.7991926060000001, 3.9685974650000002, 
    6.0898614780000004, 6.5697847039999999, 7.5752972229999997, 
    6.1551685970000003, 1.765549102, 2.0462741119999999, 7.7764226489999997, 
    6.3839082610000002, 6.5616106140000001, 2.5415352000000002, 
    2.1009211419999998, 6.7138119490000001, 5.4867576040000001, 
    6.5586889350000002, 8.0000586879999993, 7.389199885, 8.2430190959999994, 
    6.8300202880000001, 5.1759172639999997, 6.748011193, 6.9394185960000003, 
    8.4984270409999993, 4.0895670549999998, 6.883841501, 8.7302537269999991, 
    7.6813291770000003, 7.113971523, 6.5243387110000004, 7.5073365440000002, 
    7.6753655519999997, 6.6423789590000002, 6.8725629440000002, 
    6.6474691149999998, NA, 6.8624424929999996, 6.3463625219999997, 
    4.8054690210000004, 6.3369647870000003, 8.8430554130000001, 
    7.6581613219999998, 6.2146080469999996, 6.4543892359999999, 
    6.2893776880000001, 5.0613992980000004, NA, 8.3521316769999991, 
    8.0314934430000005, 6.8850511499999998, 6.5126713120000002, 
    6.8975548299999998, 6.8735909450000001, 3.0351942689999998, 
    6.0025690630000001, 6.9778153420000004, 7.2695391120000004, 
    2.4881328100000002, NA, 7.4852403479999996, 6.0632909189999999, 
    5.0968812479999999, NA, NA, 7.3458424200000003, 8.8266945060000008, 
    6.9752145829999996, 6.1097458729999996, 4.3346712329999999, 
    7.0891667500000004, 5.535417646, 7.4469160739999998, 4.9346207590000004, 
    7.3440679920000003, 7.230943742, 5.3889415349999998, 4.3472172279999999, 
    7.2331806250000001, 6.8682654789999997, 5.65491002, NA, 6.0194805010000003, 
    4.7218208769999999, 8.2997299879999993, 8.8574695370000001, 
    5.829699282, 1.221446048, 5.1830639559999998, 7.0675899849999997, 
    7.6351363030000003, 6.0868830530000002, 7.5777317890000004, 
    6.1738054489999996, 5.6044709050000003, 7.448116153, 6.6939653000000003, 
    6.8523058880000001, 7.7771175970000002, 7.7578940919999999, 
    7.064659711, 4.5107226520000001, 5.4776602170000004, 7.7137554679999996, 
    6.7847091730000004, 6.8166361310000001, NA, 6.4663794729999999, 
    8.9957074559999999, 7.344368437, 7.289934122, 5.891053952, 
    7.8071549359999999, 6.1481863859999999, NA, 6.5096588999999998, 
    5.8836342930000001, 8.8376171830000008, 7.163525087, 6.1153682439999999, 
    7.2379812670000003, 2.3768597300000001, 6.1403084029999997, 
    6.8167098590000004, 5.9862332790000004, 6.4039354709999996, 
    6.9334173699999999, 6.8909372280000003, 6.8568002950000002, 
    5.2843187540000001, 4.7493161590000001, 8.3956313990000009, 
    8.3590160610000002, 7.6571763539999997, 6.9625734870000002, 
    2.5909650750000002, 5.7736417360000001, 6.2525800570000003, 
    4.6007446669999998, 3.5013849339999998, 6.8992675370000001, 
    6.7589367530000004, 3.6172460750000002, 5.5620707559999998, 
    6.6381864669999997, 8.0365325940000005, 8.3061133149999993, 
    3.9504421160000001, 7.7598105520000002, 8.1889606500000003, 
    5.6560958110000001, 5.4654937019999998, NA, 8.5258987170000005, 
    7.0925725149999996, 5.455834082, NA, 5.6990645860000004, 
    6.6560396060000002, 5.7650382069999999, 6.393020495, NA, 
    6.0100157400000001, 5.0596360880000004, 3.040011174, NA, 
    6.6798263819999999, 7.6552445740000001, NA, 1.765549102, 
    1.9618777039999999, 7.943793479, 6.4584722819999998, 6.1737852030000004, 
    2.5415352000000002, 2.1009211419999998, 6.72797672, 5.8853396169999996, 
    6.7670252380000004, 8.2057183140000003, 7.665328079, 8.122328972, 
    6.7456061910000003, 4.6314303299999997, 6.6765569779999998, 
    7.3397136559999998, 8.5723651019999991, 4.3739019470000002, 
    6.883841501, 8.6086375989999997, 7.8336562860000001, 7.113971523, 
    NA, 7.6206021809999998, 7.9121485079999996, 6.6710089010000004, 
    6.9922022330000004, 6.8517347329999998, NA, 6.8624424929999996, 
    6.4658737359999998, 5.1694423509999998, 6.4269534400000001, 
    9.1185454509999992, 7.6518511690000004, 6.5136236969999999, 
    6.427897261, 6.483021377, 5.0207048929999996, NA, 8.2488004440000005, 
    8.0515302399999999, 6.9446737020000002, 6.5802311199999997, 
    7.1243614620000004, 6.7731337390000004, 2.825853291, 6.0328958999999998, 
    7.0167635659999998, 7.0912361439999998, 2.3962934250000001, 
    NA, 7.7810388330000002, NA, 5.1388279079999997, NA, NA, 7.4034323730000002, 
    8.8780544819999996, 7.1127803619999996, 6.3132576360000003, 
    4.1316472549999999, 6.6503404220000002, 5.5495707019999996, 
    7.454363667, 4.836714315, 7.435913148, 7.3299263010000004, 
    5.4516033549999996, 4.5957956309999997, 7.3847577849999997, 
    6.5888362020000004, 5.5792908790000002, NA, 6.0155510599999999, 
    4.8116678259999999, 8.2804607029999993, 8.7827436720000005, 
    5.6549354779999996, 1.221446048, 5.0361023930000002, 7.233569106, 
    7.4342687549999997, 6.2163470670000001, 7.5579378850000003, 
    6.1738054489999996, 5.5105246020000003, 7.4056584379999997, 
    6.7644907139999999, 6.7890319669999997, 7.8109829939999997, 
    NA, 7.4261589800000003, 4.5361389839999999, 4.7160308410000003, 
    NA, 7.1120913300000002, 6.9921151159999999, NA, 6.0489174449999998, 
    9.1142864580000005, 7.5161136070000003, 7.1705871219999997, 
    5.797876832, 7.7455790589999998, 6.2352404699999999, NA, 
    NA, NA, 8.8666020379999999, 7.1710731460000003, 6.1881089390000001, 
    7.2762160549999999, NA, 5.7816746830000003, 7.0765766460000004, 
    NA, 6.4039354709999996, 7.1479190590000004, 7.1000526500000003, 
    7.0680752690000004, 5.4308226309999998, 4.8574323279999998, 
    8.6282674020000005, 8.2720912650000002, 7.6877968059999997, 
    6.669505386, 2.6664023100000001, 5.9913792849999998, NA, 
    4.680106694, 3.4472923729999998, 6.8611597990000002, 6.6262503260000001, 
    1.315803877, 5.9358742290000004, 6.4226861299999998, 8.1283775560000002, 
    8.3592684160000008, 3.9976914369999998, 8.0113395819999997, 
    7.8374962659999996, 5.8588525779999996, 5.4911637329999996, 
    NA, 8.4272777300000001, 7.0925725149999996, 5.7993501619999996, 
    NA, 5.3548884440000002, 6.6280342399999999, 5.8079063880000001, 
    6.457471001, NA, 6.1553699479999997, 4.918995926, 2.9902374209999998, 
    NA, 6.2462754409999999, 7.6958619449999999, NA, 1.765549102, 
    1.994461603, 8.0169257340000009, 6.4379893270000004, 6.1372264950000002, 
    2.5415352000000002, 2.1009211419999998, 6.7770694699999998, 
    5.7943642329999996, 6.7580947389999997, 8.2842063689999996, 
    7.8403263880000003, 8.3989190439999994, 6.8014759539999998, 
    4.7563640659999997, 6.424198928, 7.355608578, 8.6682522019999997, 
    4.0118920769999997, 6.653711479, 8.5623815479999994, 7.9289475390000002, 
    7.113971523, NA, 7.963845085, 7.9879451909999997, 6.7799284359999996, 
    6.8925700240000003, 6.8724500209999997, NA, 6.8624424929999996, 
    6.6080286450000001, 5.1694423509999998, 6.6127416769999998, 
    9.2688355569999992, 7.4583005089999999, 6.4813676080000002, 
    6.5872155069999998, 6.7015732789999998, 5.6956524399999999, 
    NA, 8.3231868670000004, 7.8936840190000002, 6.8383602559999996, 
    6.9570133419999998, 7.0074256650000004, 6.785505745, 2.395094587, 
    5.5488671729999997, 7.4279972279999997, 6.7343004280000001, 
    2.5369208250000002, NA, 7.9269432159999997, NA, 4.1535048520000002, 
    NA, NA, 7.4963514519999999, 8.7918074700000002, 7.2493533550000002, 
    6.0977377290000003, 4.3182687169999996, 6.6731116740000003, 
    4.8942118570000002, 7.3350597989999997, 5.3542911560000004, 
    7.4723519500000002, 7.1689104349999999, 6.1960386940000003, 
    4.3106582280000003, 7.4455288529999999, 6.5407460320000004, 
    5.7203021129999998, NA, 6.215853998, 4.6090004770000004, 
    8.3132648150000001, 8.7532123530000003, 5.1532000819999997, 
    1.221446048, 5.2668725270000003, 7.1204538399999997, 7.0032000490000001, 
    6.1238902380000004, 7.2165542130000002, 6.1738054489999996, 
    5.4525232700000004, 6.6289639720000002, 6.5671667090000003, 
    6.7790485570000003, 7.6908493179999997, NA, 7.3361570409999999, 
    4.6143915130000002, 4.7930253169999997, NA, 6.9307384020000002, 
    6.9226806869999997, NA, 6.0489174449999998, 9.2376280340000001, 
    7.473101818, 7.1042338799999998, 5.8432606180000004, 7.6722904200000004, 
    6.1254489100000002, NA, NA, NA, 8.7293850329999998, 7.1614943970000002, 
    6.4195004469999999, 7.2953874729999999, NA, 5.9833854410000002, 
    6.9209931950000003, NA, 6.3414914690000002, 7.0046625139999996, 
    6.889479498, 7.1304197880000002, 5.1875866070000001, 5.1295529279999998, 
    8.6173447200000002, 8.0316868980000002, 7.9322146350000002, 
    6.5345530089999997, 2.6451822960000002, 6.0792950509999999, 
    NA, 4.0604876839999999, 2.9498563870000001), ef_trade_black = c(10, 
    5.5639097739999999, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 9.5344262299999993, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 9.1826309070000001, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 6.5840220389999997, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 9.6124684079999998, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    7.3722627740000002, 10, 10, 10, 10, 6.6397124889999999, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 8.4461152879999997, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 9.0262172280000001, 10, 
    10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 8.5852090029999992, 
    10, 10, 10, 10, NA, 10, 10, 9.2433537829999999, 10, 10, 10, 
    10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 5.5639097739999999, 
    10, 0, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 9.5344262299999993, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 9.1826309070000001, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 6.5840220389999997, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 7.3722627740000002, 10, 10, 10, 10, 
    6.6397124889999999, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 8.4461152879999997, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    9.0262172280000001, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 
    10, 10, 8.5852090029999992, 10, 10, 10, 10, NA, 10, 10, 9.2433537829999999, 
    10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 7.1819737589999999, 
    10, 0, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 
    10, 10, 10, 9.8144712429999998, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 9.4836008369999991, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 5.8179231859999998, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 4.1411156260000004, NA, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7.1863117870000002, 
    10, 10, 10, 10, 7.7540106949999998, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 6.9662921349999998, 
    10, 10, 10, 10, NA, 10, 10, 9.4954374660000003, 10, 10, 7.8059606849999996, 
    10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 5.2720079130000004, 
    10, 0, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 
    10, 10, 10, 9.4490599040000003, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    5.7999999999999998, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5.8551307850000001, 
    NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 
    10, NA, 10, 10, 10, 10, 10, 8.0166096729999996, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 
    10, 5.1992914079999997, 10, 10, 10, 10, NA, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 7.1978718009999998, 
    10, 1.1967545639999999, 10, 10, 10, 10, 10, 10, 10, 10, NA, 
    10, 10, 10, NA, 10, 10, 10, 9.6078431369999997, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 
    NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 
    10, NA, NA, 10, 10, 10, 10, 8.741740879, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 9.5202257760000002, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, NA, 
    10, 10, 10, 10, 3.1827805219999998, 10, 10, 10, 10, NA, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 
    9.0744466799999994, 10, 8.9866915709999997, 10, 10, 10, 10, 
    10, 10, 10, 10, NA, 10, 10, 10, NA, 10, 10, 10, 9.7312430009999993, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9.0035952750000003, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, NA, 10, 10, 10, NA, NA, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 9.4379712130000009, 
    10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 8.5655399840000008, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, NA, 
    10, 10, 10, 9.7829811539999998, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 9.0231362470000001, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 9.4790844510000003, 
    10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    NA, 10, 10, 10, NA, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 9.4156706509999992, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, NA, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, NA, 10, 10, 7.0454545450000001, 10, 10, 
    10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 9.1771428569999998, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, NA, 
    10, 10, 10, 9.300827967, NA, 10, 10, 10, NA, 10, 10, NA, 
    10, 10, 10, 10, 9.2554557119999998, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 
    10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, NA, 10, 
    NA, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 7.0580296899999997, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, NA, 
    10, 10, NA, 10, 10, 10, 10, 10, 10, 10, NA, NA, NA, 10, 10, 
    10, 10, NA, 10, 10, NA, 10, 10, 7.1551107930000004, 10, 10, 
    10, 10, 10, 10, 10, 0, 10, NA, 10, 10, 10, 8.1591263650000005, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, NA, 
    10, 10, 10, 9.2682926830000003, NA, 10, 10, 10, NA, 10, 10, 
    NA, 10, 10, 10, 10, 8.5289163390000002, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, 
    10, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, NA, 10, NA, 
    10, NA, NA, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9.2549306060000003, 
    10, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, NA, 10, 10, NA, 
    10, 10, 10, 10, 10, 10, 10, NA, NA, NA, 10, 10, 10, 10, NA, 
    10, 10, NA, 10, 10, 9.4871794870000006, 10, 10, 10, 10, 10, 
    10, 10, 0, 10, NA, 10, 10), ef_trade_movement_foreign = c(6.306105852, 
    3.6648287380000002, 2.9469193300000001, 5.3581694759999996, 
    5.1083785300000004, 6.8533317240000002, 6.899639766, 6.2262872859999998, 
    NA, 7.4562319119999998, 5.4997946820000001, 6.8422550229999999, 
    NA, 7.854413986, 7.822641806, 5.2172776059999997, 3.9421804740000002, 
    4.038498776, 4.6585170429999998, 6.3930078339999996, 5.198825598, 
    5.1305997369999998, 5.3015041360000001, 5.5720187320000001, 
    3.887162805, 5.7762106260000001, 5.6945812699999996, 7.0179390909999997, 
    5.9579535330000004, NA, 3.463340004, 7.5732223190000001, 
    5.8893899129999996, 5.5449950689999996, 5.7113440820000001, 
    NA, 6.89982454, 6.4465672359999999, 5.3855220480000003, 6.319682995, 
    7.945795457, 7.451079687, 6.535142263, 3.424505592, 4.3027210230000001, 
    5.2852106089999999, 7.8153677779999997, 4.3801802399999996, 
    NA, 7.6645716019999997, 7.1831059450000003, 6.5978945720000004, 
    7.0203427469999999, 6.4169239999999999, 6.9377470020000001, 
    6.432329417, 5.024848778, 6.4220794039999998, 6.39082551, 
    NA, 5.6646935569999997, 4.1984126970000002, 5.9414056940000002, 
    8.4629627070000009, 6.2663459770000003, 4.4424937169999996, 
    5.8368484179999998, 5.749349992, 3.7669112280000001, NA, 
    8.0052081739999998, 6.973114013, 5.0456702709999997, 7.0321687060000002, 
    7.2266940269999997, 5.5835890770000001, 5.0692107279999998, 
    6.0853052139999999, 5.4650000729999997, 3.1347157559999999, 
    4.454174439, 5.0742340080000004, 6.5753960610000002, 5.0402400890000001, 
    4.159916043, 5.7795898120000002, 5.0097637329999998, 5.8450599509999996, 
    8.2664465909999993, 6.0820605739999998, 5.351403554, 6.0146804649999996, 
    6.6834894819999997, 4.4095625480000002, 7.0882443589999999, 
    3.5349339249999998, 6.5135725339999997, 7.0255970950000002, 
    4.8488507670000001, 4.5748037100000003, 5.5870159470000003, 
    6.7247418569999997, 5.5684431390000002, 3.8518617900000001, 
    6.1512656999999997, 3.9241528510000001, 7.4282594519999998, 
    6.9098170589999999, 6.2615633009999998, NA, 6.5230210629999998, 
    6.6501824059999999, 5.2507925029999996, 4.9412792919999999, 
    7.7002819379999998, 6.0274679830000002, 6.2378601229999999, 
    6.5659308430000003, 5.3911753500000001, 6.2564222029999996, 
    7.0898405709999999, 5.8425847690000001, 6.2625928719999999, 
    4.179345767, 6.616896788, 4.6520773579999997, 5.8298901719999998, 
    5.6302742170000002, 5.9663120909999998, 5.2387952799999997, 
    8.5310101510000003, 7.88197875, 4.980685115, 5.9973323350000003, 
    6.7627795539999997, 5.3999296829999999, NA, 6.6290554359999998, 
    6.131306887, 7.5991928580000003, 7.7518268429999999, 4.5719933189999997, 
    6.0213188329999996, 4.5245263979999999, 4.9767754479999997, 
    6.4533841609999998, 5.3419158649999998, NA, 6.0404205329999998, 
    5.4398163159999999, 5.8444050939999999, 6.7516394450000004, 
    3.78323396, 7.6014566419999996, 8.2936827340000008, 7.1684821440000004, 
    6.9749907650000003, 3.121910492, 5.1753560700000003, 2.562882702, 
    6.8932271009999999, 3.5057834780000001, 5.5532543170000004, 
    3.3633142810000001, 2.9469193300000001, 4.7829373310000003, 
    5.3322467869999999, 7.023069242, 7.0173303420000002, 5.6553297569999996, 
    NA, 7.4562318540000003, 5.2398896199999996, 6.8422550229999999, 
    NA, 7.5792579150000003, 7.822641806, 4.9048297410000004, 
    3.5804146509999999, 4.038498776, 4.2344966160000004, 6.6709927010000003, 
    5.2265193569999999, 4.9135472379999996, 5.1006418550000001, 
    5.5720187320000001, 3.3996222989999998, 5.9913931380000003, 
    5.7921671300000002, 6.9694966730000001, 5.8512939810000004, 
    NA, 3.6308667890000001, 7.4046359820000003, 5.760544543, 
    5.8649295009999998, 6.2101268770000004, NA, 6.7060779610000001, 
    6.4465672359999999, 5.000770814, 5.6488829779999996, 7.7441138670000003, 
    7.3801665930000002, 6.7289174410000001, 3.7480858029999999, 
    4.2869525550000001, 5.3852924030000002, 7.86341863, 4.6035496870000001, 
    NA, 7.5619416629999998, 6.9903635959999999, 6.5978945720000004, 
    6.3972395300000002, 6.2970414459999997, 6.4763246399999996, 
    6.349893411, 5.0310225160000002, 6.646517545, 4.1351016060000001, 
    NA, 5.6646935569999997, 3.7477911869999998, 6.8021329169999998, 
    8.6398599439999995, 6.2769835550000002, 4.1451446379999997, 
    5.8584603790000003, 5.8180544449999996, 2.9734296929999999, 
    NA, 8.829731958, 6.7175270280000001, 5.1125793210000001, 
    7.0811321630000004, 7.0045480949999996, 5.787150102, 5.2143572760000003, 
    5.8686004709999997, 5.4016941980000004, 3.2392003429999998, 
    4.3634800279999997, 5.2722076690000002, 6.7229570570000003, 
    5.2153790799999999, 5.1096870470000004, 4.8854928160000002, 
    5.0097637329999998, 5.8480220899999997, 8.3503759399999993, 
    6.0820605739999998, 5.1065781120000002, 6.2407706850000002, 
    6.8470534279999997, 4.2440189330000004, 6.8966558190000002, 
    3.228879284, 6.4590729119999999, 7.0859001240000001, 4.7464432990000001, 
    4.548236889, 5.223895926, 6.5108414190000001, 5.7766767139999997, 
    3.8518617900000001, 6.2924944749999998, 3.8670191950000001, 
    7.465648539, 6.8863894429999997, 6.0166899100000002, NA, 
    6.5791600959999998, 7.0258655589999996, 5.2507924639999999, 
    4.655195741, 7.9152908450000004, 6.0274679830000002, 6.270152403, 
    6.809451739, 5.5544925889999996, 6.4312384509999996, 6.8700726300000001, 
    5.8913037599999996, 6.1802373839999998, 4.0666537370000002, 
    6.9802726509999999, 4.4374281719999997, 5.7675943219999999, 
    5.1994949779999997, 5.4288542120000001, 5.82879989, 8.4856474540000004, 
    7.8738789990000004, 4.5639758910000001, 6.5839846050000004, 
    6.5623602380000001, 5.8512595889999997, NA, 6.6290554359999998, 
    5.6146203699999999, 7.9142032670000004, 7.5581430169999999, 
    4.5719933189999997, 5.8710787849999999, 4.5245266839999996, 
    5.3720634340000002, 6.2821119520000002, 5.3419158649999998, 
    NA, 6.0612831600000003, 5.3438147049999998, 5.8444053929999997, 
    7.0079450230000004, 3.712991063, 7.6637479720000004, 8.4671545229999996, 
    6.70310644, 7.2852638980000002, 3.2062853800000002, 5.3761601810000004, 
    2.8861107819999998, 7.265213127, 3.4929028149999999, 5.7120080990000002, 
    3.8707035400000001, 2.9469193300000001, 5.4798974630000004, 
    5.857526054, 7.2900334859999996, 7.3379956249999996, 6.9983907920000004, 
    NA, 8.0515185799999998, 6.3110878340000003, 6.8105337280000002, 
    NA, 7.822641806, 6.7444369220000002, 5.5962551229999997, 
    4.0173467289999998, 2.6869004830000001, 5.3610228019999999, 
    7.3311506409999998, 6.5437034220000001, 5.8485592320000004, 
    5.4222417329999999, 5.5720187320000001, 4.7570397030000002, 
    6.7520975480000001, 6.1467462350000002, 7.3894691159999999, 
    5.6838600909999997, 5.6838600909999997, 3.8443157819999998, 
    8.1415814159999993, 6.6015015339999996, 5.8799868599999998, 
    5.8382242489999996, 5.8212504000000003, 7.8647560089999997, 
    7.1321685300000004, 5.1998987369999998, 6.9373716959999996, 
    7.7129453379999999, 7.3202257130000001, 7.1352269579999996, 
    3.631500387, 6.671578287, 7.331737661, 7.4281470450000002, 
    5.154178376, 4.4770850820000003, 7.8474160360000003, 7.0924040740000001, 
    6.3752101520000002, 8.1208006810000004, 7.0628729379999999, 
    6.8708621179999998, 7.0671673830000001, 5.8161737899999997, 
    6.6720456229999998, 4.1351016060000001, 4.1351016060000001, 
    5.6646935569999997, 3.7477911869999998, 6.8021329169999998, 
    9.2122207500000002, 7.6153600619999997, 4.510730583, 6.8981176050000004, 
    7.2228218750000002, 2.6564024879999999, NA, 8.9960085030000005, 
    6.4662151980000004, 4.8010460200000002, 7.3365588180000003, 
    5.7370757570000004, 7.1862016500000001, 5.2517667320000001, 
    6.3791406979999996, 6.678146914, 3.937934898, 4.7666446459999996, 
    5.8740093409999998, 6.5379711570000003, 4.7364256640000004, 
    6.286970298, NA, 5.0097637329999998, 5.5823227019999999, 
    8.6198659959999997, 5.2613172219999997, 5.637246287, 6.5566432969999999, 
    6.8978025479999996, 5.1559521349999997, 7.3848691280000001, 
    5.5538012659999998, 7.6184325749999999, 7.3361731690000003, 
    4.7008816150000001, 5.6684851299999996, 7.3318102549999997, 
    6.2296388680000003, 6.1988682060000002, 3.8518617900000001, 
    7.0899770650000002, 4.3990217520000003, 7.5059464509999998, 
    7.3983652309999997, 5.7001730180000001, 6.886963454, 6.2858643150000004, 
    6.7385774019999998, 6.5296487120000002, 6.0274679830000002, 
    7.6309733309999999, 5.1723180729999996, 5.1308405800000001, 
    7.8434564929999997, 5.6295753499999996, 6.5669849239999998, 
    6.8163704379999999, 7.6821667370000002, 6.2502208379999997, 
    4.4338124429999999, 6.8824233330000002, 5.8664276080000004, 
    6.55306985, 5.4464581489999997, 5.4288542120000001, 6.1372683720000003, 
    9.2224797259999995, 8.7035697489999997, 5.4658219350000001, 
    6.733603478, 6.6290554359999998, 7.0047498360000002, NA, 
    5.9645047150000003, 5.6146203699999999, 8.2642334080000008, 
    7.7059498150000003, 4.5719933189999997, 7.1726663559999997, 
    5.1602254170000004, 6.5448650419999996, 6.7619155839999996, 
    5.3419158649999998, 5.3040761329999997, 6.9525134370000004, 
    7.6861916990000001, 6.6853695750000002, 7.9326131330000003, 
    4.476806367, 7.402045588, 7.9590384749999998, 6.8494385790000001, 
    7.8346175149999997, 3.1237759789999999, 6.4522346720000003, 
    3.3999999999999999, 7.7787551910000001, 3.3930027329999999, 
    4.7796993240000001, 3.7927797779999999, 2.9469193300000001, 
    3.5190948350000002, 5.0731750959999999, 6.9137693420000002, 
    6.2645622630000002, 5.0518078559999999, NA, 7.3921419469999998, 
    5.332569039, 6.8105337280000002, NA, 6.7444369220000002, 
    7.1399462829999996, 7.4515590200000004, 4.0173467289999998, 
    4.2474415600000004, 4.2986739429999998, 6.4542688210000003, 
    5.0379654279999997, 5.592246909, 4.8592779909999999, 5.5720187320000001, 
    3.3666874390000001, 6.2756273240000002, 6.0143573999999997, 
    6.8063300199999999, 5.6838600909999997, 5.7648885779999999, 
    3.6865022330000001, 7.3102017100000003, 6.2453639320000001, 
    5.8382242489999996, 5.8212504000000003, NA, 6.8142150140000002, 
    6.2287247710000004, 4.0809543550000003, 5.8730357980000001, 
    7.0399775690000004, 6.7162240359999998, 6.2160134539999996, 
    6.2518615830000002, 4.0694243050000001, 4.7840432249999996, 
    7.5378300830000002, 4.4770850820000003, 4.5258780889999999, 
    6.6697508980000002, 6.5755001799999997, 6.3752101520000002, 
    6.4815668769999997, 5.8860741399999998, 6.4716860430000001, 
    5.635232931, 4.5839075100000004, 5.8497285669999997, 4.1351016060000001, 
    0, 5.3446950309999997, 3.7477911869999998, 5.3298264319999999, 
    8.5917836540000003, 6.4760907989999996, 3.4308497130000002, 
    5.355952222, 5.958629685, 2.6564024879999999, NA, 8.892340892, 
    6.1909279220000002, 3.4513154909999999, 5.9236005909999996, 
    6.5731058459999998, 5.8820503940000002, 5.2597487029999996, 
    5.7581995399999997, 5.3379289200000004, 3.0282989040000001, 
    5.0343567690000004, NA, 6.6913825210000004, 4.7364256640000004, 
    5.5889010710000004, NA, 2.7682942009999998, 5.3280363069999996, 
    8.4731265439999994, 5.9263594089999998, 5.2236426180000004, 
    5.6112655360000003, 7.2918734870000002, 4.4897949349999999, 
    6.7240693479999996, 3.1922822719999999, 6.8831106679999996, 
    6.3823808230000001, 4.7008816150000001, 5.7643110579999997, 
    5.7376067900000001, 7.1685457069999998, 6.3025173670000001, 
    3.8518617900000001, 6.0858675990000002, 4.1895859010000001, 
    7.3801752450000002, 6.886963454, 5.4221458719999998, 3.9612173749999999, 
    6.3384869430000004, 6.662466545, 6.1403165260000003, 5.1723180729999996, 
    7.3793935020000001, NA, 5.6840974009999998, 6.4395990400000001, 
    6.1929026780000003, 6.033798751, 5.6260397280000003, 6.9083718999999997, 
    5.2568233290000004, 4.212719205, 6.8824233330000002, 5.1732869189999997, 
    5.8093413099999998, 4.354153524, 5.4288542120000001, 6.1372683720000003, 
    8.7280995860000008, 7.0757550580000004, 3.3435412690000001, 
    5.8668325069999998, 5.9645047150000003, 6.7086634549999999, 
    NA, 4.6519664829999998, 5.6146203699999999, 6.7995285220000001, 
    6.6984147299999997, 0, 7.0790004590000004, 4.1266606250000004, 
    5.3040761329999997, 6.3652682250000003, 4.8759677119999996, 
    7.1606656160000002, 5.9249303879999999, 5.8939830479999999, 
    5.4557611039999996, 6.7472291130000004, 4.1320650380000004, 
    7.8071029809999999, 8.0297777989999997, 6.4644550150000004, 
    7.1386836210000002, 2.2082926340000002, 5.70022056, 3.4142929400000002, 
    6.9645106769999998, 3.4115278660000001, 5.0346441249999998, 
    3.7337715340000002, 3.4180674999999998, 3.8391342119999998, 
    5.5918348419999999, 7.3072960399999998, 6.3855970869999998, 
    5.4117721620000001, NA, 7.6435689519999999, 5.5176397899999996, 
    7.1438279429999998, NA, 7.1399462829999996, 7.4515590200000004, 
    3.6467951099999998, NA, 4.2986739429999998, 5.6178666670000004, 
    6.419365151, 5.592246909, 5.8923933550000003, 4.7150793960000001, 
    5.6227526409999999, 3.357090092, 6.368583922, 6.9319646969999997, 
    6.9121885189999999, 5.7648885779999999, NA, 4.0074998419999996, 
    7.579272156, 6.0064189289999996, 5.8212504000000003, NA, 
    NA, 7.1461597299999999, 6.9724878459999999, 4.3089329630000002, 
    6.171505475, 7.2437373450000004, 6.4812629570000002, 6.2518615830000002, 
    4.6631111220000001, 4.3577196640000002, 4.5858872220000002, 
    7.5490533070000003, 4.5258780889999999, NA, 6.924298447, 
    6.641790072, 6.5468783100000003, 6.8340325540000002, 5.7171978350000003, 
    6.5172314089999999, 6.5370215270000003, 4.4707249649999996, 
    5.9578299599999998, NA, NA, 5.4810239940000001, 3.6966680759999999, 
    5.2519863750000004, 8.5251338019999992, 6.4805240050000004, 
    3.2265041860000001, 5.7408578659999998, 6.0456130100000003, 
    2.8365091370000002, NA, 8.8010073460000005, 6.709663484, 
    3.883668787, 6.2511544360000002, 6.4931636360000002, 5.9283983329999996, 
    5.274349194, 5.4623962580000001, 5.5114273220000003, 3.3239260160000001, 
    4.5739576599999996, NA, 6.496665718, 4.7829966900000001, 
    6.7523894799999997, NA, NA, 5.2467549030000002, 8.4160872110000007, 
    5.7718896239999999, 5.4450803419999998, 5.56140043, 7.058202198, 
    4.6401787609999996, 6.7589030250000004, 3.8766384309999999, 
    6.8962439790000003, 6.7527674930000003, 4.7563855740000003, 
    5.7714801759999999, 6.0138644829999999, 7.1946378280000003, 
    6.2704016410000003, 3.77908, 6.1104335450000002, 3.9612173749999999, 
    7.2359714430000004, 6.9791417879999997, 5.2081685899999997, 
    NA, 6.2558221639999996, 6.5783009330000004, 6.6267449999999997, 
    5.3164366349999996, 7.8694610730000001, NA, 5.6431317630000004, 
    6.9166068679999997, 5.9906768799999996, 5.8462184400000003, 
    5.4870832749999998, 6.7028850990000004, 4.8582788020000001, 
    4.1641782689999998, 6.7880995589999999, 5.624481104, 6.6039969540000003, 
    4.4385521270000003, NA, 6.2332762080000004, 8.6285186360000008, 
    7.3621660200000001, 3.449196492, 6.4231699889999998, 6.1060650169999997, 
    6.7815055649999998, NA, 4.9744070020000004, 5.6695657879999999, 
    7.0055329669999997, 6.8516521250000002, 3.9082463949999999, 
    7.1606656160000002, 6.2619396170000003, 5.7441431290000002, 
    6.6080277719999998, 4.8898363480000002, NA, 6.0428915029999999, 
    6.4079066899999999, 5.6785359580000003, 6.7890692570000004, 
    4.0590409169999999, 7.6265558330000003, 7.9437334660000003, 
    6.4575933939999999, 7.47963895, 2.556637898, 5.7935695239999996, 
    3.5080681970000001, 6.8803452079999996, 3.700403262, 5.6558165320000002, 
    3.690735229, 5.2020054929999997, 4.7039329280000004, 5.6256526039999999, 
    7.3419957629999999, 6.5691394020000002, 5.6050416380000003, 
    NA, 8.102420403, 5.9433867930000002, 7.311521645, NA, 7.4515590200000004, 
    7.2505234950000004, 4.2652091089999997, NA, 4.1284588529999997, 
    5.3927042920000003, 6.7750631510000003, 5.9435273860000004, 
    6.1868274220000004, 4.7229111079999999, 5.7829576610000002, 
    3.4548780379999999, 6.1381589170000002, 6.8100262899999997, 
    7.0406460739999996, 5.8985644290000003, NA, 4.0916751949999997, 
    7.6096012569999996, 6.0559791809999997, 5.7608903800000002, 
    NA, NA, 7.2658322679999996, 6.9017497719999996, 4.1811131719999999, 
    6.4377262530000001, 7.2246499899999996, 6.5950523619999997, 
    6.461616942, 4.3289216670000004, 5.0452617789999996, 5.6079837579999996, 
    7.3353619779999999, 4.3384878340000004, NA, 6.983847656, 
    6.8228881069999998, 6.7850841669999999, 7.024056817, 5.6189258329999996, 
    6.474407362, 6.5396618279999998, 4.6329697100000002, 5.8972544039999999, 
    NA, NA, 5.4646530340000004, 3.5917018949999999, 6.0721627839999996, 
    8.2924691569999993, 6.8222941820000003, 3.2872396739999998, 
    5.966108127, 5.993137312, 3.1317932979999998, NA, 8.679684194, 
    7.1937894829999998, 4.61776286, 6.5292192020000002, 5.8835245900000004, 
    6.0184255479999997, 5.3722856879999998, 5.6434606729999999, 
    5.9006951670000003, 3.3333244830000002, 4.0808963330000001, 
    NA, 6.0438337249999998, 5.2271163569999999, 6.07923685, NA, 
    NA, 5.263474596, 8.4701117299999993, 5.1423114869999997, 
    4.8155473579999999, 5.5843873469999998, 7.1176213979999998, 
    5.188056542, 6.6842561370000002, 4.3741109659999999, 6.7493332339999998, 
    7.1199140659999998, 4.9001067120000004, 6.3094173199999997, 
    6.1473836530000003, 6.8063830640000003, 6.3422240289999996, 
    NA, 6.2687130419999999, 4.1411624360000001, 7.3752768599999996, 
    7.3643980559999997, 5.4759802869999996, NA, 5.9892118400000003, 
    6.5457818760000004, 6.5599243749999996, 5.2457354589999996, 
    8.0157269360000001, NA, 5.6829886680000001, 7.1330884970000001, 
    6.2062695330000004, 5.7099037590000004, 5.8684682920000002, 
    6.6758269979999998, 4.913703473, 4.0771758939999998, 6.6242066670000002, 
    6.4762483460000002, 6.5691289160000004, 4.5753667079999998, 
    NA, 6.305354167, 8.6253153030000007, 8.0310965309999993, 
    3.9082463949999999, 6.6943689319999997, 6.2619396170000003, 
    6.7851016670000002, NA, 4.9957014229999999, 6.3409935820000003, 
    7.1651365489999996, 7.3252332569999998, 4.2677699999999996, 
    7.3739594520000002, 4.7279325429999997, 5.9693557339999996, 
    6.7872739480000002, 5.2528107229999996, NA, 6.1659032180000004, 
    7.5088800779999998, 5.8352903530000004, 7.0371509840000002, 
    4.1264641920000003, 7.2561285529999999, 7.9339720260000002, 
    6.4409699759999999, 7.8123194580000002, 2.8667458510000001, 
    5.3269341250000002, 3.5508346020000001, 7.0660235580000004, 
    3.9170459439999998, 6.4106299050000004, 4.2669349490000004, 
    5.2020054929999997, 5.3633457020000002, 5.4188126839999997, 
    7.2600905710000001, 6.5704819289999996, 5.3759806929999998, 
    NA, 8.1452922060000006, 6.0097973690000002, 6.8486196340000003, 
    NA, 7.2505234950000004, 5.1620925, 5.9415525479999998, NA, 
    4.0246107520000001, 5.1175058330000001, 7.3680262020000002, 
    5.9916676820000001, 5.891318922, 4.8859147219999999, 6.0581013669999999, 
    3.4943360069999998, 6.2093726230000001, 6.1941069479999999, 
    7.0700939859999998, 6.0967581810000002, NA, 3.763829651, 
    7.8942683459999996, 6.3482229329999997, 6.0296746829999996, 
    NA, NA, 7.1224078510000002, 6.9133010280000002, 4.4351580000000004, 
    6.3725591259999996, 6.802974002, 6.7911996610000003, 6.808327631, 
    4.0117122810000003, 5.2948181849999996, 6.1040911849999997, 
    7.0360435560000001, 4.7341087450000003, NA, 6.834096304, 
    7.1795539990000004, NA, 6.6113390560000003, 5.8401643779999999, 
    6.3859813580000004, 6.6229967619999996, 4.8888134399999998, 
    5.8404390050000003, NA, NA, 5.3582308090000001, 3.3215308330000002, 
    6.1822889520000004, 8.1863859570000006, 7.1560883630000003, 
    3.472694647, 6.1251913140000003, 5.9792405000000004, 3.111793075, 
    NA, 8.3690478870000007, 7.1380249559999998, 4.965520969, 
    6.5463533380000003, 5.7769825079999997, 6.2839183170000004, 
    5.382304167, 6.1744131199999996, 5.5987285560000002, 3.6042605970000001, 
    3.8029685080000002, NA, 5.7681237540000003, 5.7928976289999996, 
    6.2358408440000002, NA, NA, 5.2388400810000002, 8.7541979560000005, 
    4.3947537360000002, 4.5682651820000002, 6.0449851170000004, 
    7.129389765, 4.9561832480000003, 6.896867157, 3.3649626779999999, 
    6.6305557620000002, 6.970484356, 4.9416420060000004, 6.0607726890000002, 
    6.5537876600000002, 6.3028991669999996, 6.3807311630000001, 
    NA, 6.5847733550000003, 4.077580438, 7.2587199059999996, 
    7.3592953049999998, 5.5658639890000003, NA, 6.0508245819999997, 
    6.6416725420000002, 6.319449981, 5.3974409559999996, 7.7622666230000004, 
    NA, 5.4376346440000001, 7.2912031769999999, 5.8935148379999998, 
    5.5623435539999999, 6.0299422439999999, 6.7936566669999996, 
    5.5398231219999996, 4.2273419939999997, 6.6682099709999996, 
    7.0022225000000002, 6.2627513390000003, 4.5656974769999996, 
    NA, NA, 8.8162553690000003, 7.8574295000000003, 4.2677699999999996, 
    6.7338755419999998, 6.4689877859999996, 6.5429885629999998, 
    NA, 4.87608, 6.084881684, 7.9026155999999999, 7.5088800779999998, 
    3.8976991050000001, 7.3086664199999998, 4.6242875369999998, 
    5.7237316529999998, 6.4310907589999999, 5.1244361070000002, 
    NA, 6.2686164880000002, 7.027973094, 5.8183478580000001, 
    7.1347580769999999, 4.312303708, 6.6774200830000003, 7.9910316669999997, 
    6.4616163420000001, 8.0162632709999997, 3.1826812250000001, 
    5.3484058169999997, 3.3994983329999999, 7.4360611189999997, 
    4.1682349719999996, 6.2570150900000003, 3.4135979870000002, 
    3.6967633329999998, 5.2642590560000002, 5.6327068750000002, 
    7.2890664359999997, 7.290944734, 5.8386197280000003, NA, 
    7.749123526, 4.6229235419999997, 5.4293706149999998, NA, 
    7.4096451439999997, NA, 5.4296417640000003, NA, 4.0165398010000004, 
    4.9248115700000001, 7.1516375529999996, 5.8909581930000003, 
    NA, 5.0289033029999999, 4.6622892919999996, 2.9634638369999999, 
    NA, 5.8795168750000002, 7.3493680179999998, NA, NA, 3.4704720779999998, 
    7.7960293839999997, 4.7203020909999998, 5.2289544799999996, 
    NA, NA, 6.411194042, 6.0200999279999996, 5.123728603, 6.5872072619999997, 
    7.0073560170000002, 6.871333903, 6.6785517130000001, 4.049160852, 
    5.4843882080000004, 6.9455950380000004, 7.2783071279999998, 
    3.9592683289999999, NA, 8.0065349640000001, 7.0713177920000003, 
    NA, NA, 6.2474131000000002, 7.3939534260000004, 6.1538567449999997, 
    6.0990371149999998, 6.98148751, NA, NA, 5.2240894009999996, 
    NA, 6.147116821, 8.962853698, 7.527373088, 2.7533477959999999, 
    5.806791788, 6.446426926, 3.028749167, NA, 7.8128692859999997, 
    6.3767085750000003, 5.3221043440000004, 6.5859147480000004, 
    6.0104696610000001, 6.603516301, 4.848385489, 5.7544826789999997, 
    5.2299993779999996, 4.4639669250000003, 3.922665667, NA, 
    6.1976680990000004, NA, 5.4513232130000002, NA, NA, 5.8055699909999996, 
    8.1067169420000003, 4.5717446080000004, 4.1793075210000001, 
    5.3869673630000001, 6.0985442489999997, 3.8956744030000001, 
    6.576392792, 3.5412436340000002, 7.0066232240000001, 7.0234696349999997, 
    4.7593316669999997, 5.6192669889999998, 6.7517162700000002, 
    5.3466205379999998, 5.0973224720000001, NA, 6.1496845670000004, 
    3.8498559189999999, 7.3804964999999996, 7.8660609580000003, 
    5.848909667, NA, 5.4816621879999996, 7.2787799150000003, 
    6.3473734400000001, 5.2412398260000002, 7.3292329440000001, 
    NA, 5.817635933, 7.4474724810000001, 5.7284248550000001, 
    6.0864299920000002, 6.6685138889999998, NA, 5.6950469569999997, 
    4.2143079019999998, 6.0339833330000001, NA, 5.4967787680000004, 
    5.2425865580000002, NA, NA, 8.4892754890000006, 7.6597812010000004, 
    5.115132622, 5.8814019850000001, 6.8891138170000001, 5.9414702979999996, 
    NA, NA, NA, 8.3624793999999998, 8.0277745960000004, 3.6771161810000002, 
    5.9191745789999999, NA, 5.3404924239999998, 5.9913361089999997, 
    NA, NA, 6.1374579000000002, 5.975404481, 6.2521732400000003, 
    6.804910724, 4.2125021819999997, 7.1470825920000003, 8.1492668560000006, 
    6.3199316980000004, 8.2915681299999999, 3.0779934500000001, 
    5.0038262580000001, NA, 6.8584256960000003, 4.8545780970000001, 
    5.4964406950000004, 2.9442577050000001, NA, 5.166385708, 
    5.9469181989999997, 7.2249702559999998, 7.7139111849999997, 
    6.4805733329999997, NA, 7.8040150989999999, 4.7870773079999998, 
    5.6406493229999999, NA, 7.5437044679999996, NA, 5.2018511539999999, 
    NA, 4.2878467530000002, 5.0948999209999997, 7.2049248370000001, 
    5.7429949279999999, NA, 5.3054934019999997, 4.9642409650000001, 
    3.8764509299999999, NA, 5.7426964959999998, 7.356354745, 
    NA, NA, 3.5016606800000001, 7.8789391640000002, 4.5871822959999999, 
    5.0180040960000003, NA, NA, 6.7895982190000002, 5.9734771689999997, 
    5.4420194869999996, 6.8930184250000002, 7.3723039239999997, 
    7.6017793649999996, 6.7276612499999997, 4.0939975259999999, 
    6.2746173059999997, 7.0917957749999996, 7.7021529549999999, 
    3.9994536219999999, NA, 8.3201070969999993, 6.9938222320000003, 
    NA, NA, 7.1699577029999997, 7.552553767, 6.3817702780000003, 
    6.4592890250000004, 7.0595242750000002, NA, NA, 5.8549300410000003, 
    NA, 6.4337614580000002, 9.2528790000000001, 7.6055798460000004, 
    4.5187289169999998, 6.1629724939999999, 7.0791122260000003, 
    NA, NA, 7.9449582000000003, 6.3994087979999996, 4.8895372970000004, 
    6.9433715840000003, 6.0315860969999999, 7.0831455739999996, 
    4.6154546999999999, 5.9397680980000001, 6.1414982800000004, 
    4.7634307690000002, 4.6900949750000001, NA, 6.9398260560000002, 
    NA, 5.7035605599999997, NA, NA, 6.0591022790000002, 8.2294571340000005, 
    4.9704218170000001, 4.8364873209999999, 5.5429132750000001, 
    6.3740070109999998, 4.558085814, 7.0045173619999996, 4.4608435320000002, 
    7.6839966180000001, 7.1545612199999997, 5.7008982010000002, 
    5.8087451090000002, 7.157010004, 5.0509804730000001, 4.6246119070000002, 
    NA, 6.0267708720000002, 3.8652163349999999, 7.5631495729999996, 
    7.9177203839999999, 5.8915271579999997, NA, 5.7217686849999998, 
    6.906320644, 6.7215169809999997, 5.5670491259999997, 7.233134604, 
    NA, 5.8574952739999997, 7.6521805389999997, 5.6677105709999998, 
    6.879893397, 6.557825931, NA, 6.0245745360000003, 4.1225411779999996, 
    NA, NA, 5.6490446790000002, 5.0829143769999998, NA, NA, 8.7603937260000002, 
    8.125031044, 5.7228608540000003, 5.7755556639999996, 6.5115527459999996, 
    6.0128624420000003, NA, NA, NA, 8.4708375230000001, 8.1386354769999993, 
    3.927549489, 6.1305479060000003, NA, 5.7889932919999998, 
    5.719096951, NA, NA, 6.8422234099999999, 6.0813389039999999, 
    6.6777850030000003, 7.2791585310000002, 3.9403430840000002, 
    7.6699715829999997, 7.7190733600000003, 6.7291602030000002, 
    8.2149579760000009, 2.486386344, 5.4252564049999998, NA, 
    7.570050041, 3.3178248209999999), ef_trade_movement_capital = c(4.615384615, 
    0, 3.076923077, 0.76923076899999998, 5.384615385, 4.615384615, 
    3.076923077, 4.615384615, 0.76923076899999998, 6.153846154, 
    0, 0, 0.76919999999999999, 3.846153846, 0, 0.76923076899999998, 
    0, 4.615384615, 3.076923077, 5.384615385, 2.307692308, 6.153846154, 
    6.923076923, 0.76923076899999998, 1.538461538, 5.384615385, 
    0.83333333300000001, 7.692307692, 3, 1.538461538, 1.538461538, 
    3.076923077, 0.76923076899999998, 1.538461538, 0.76923076899999998, 
    1.538461538, 7.692307692, 0.76923076899999998, 4.615384615, 
    6.923076923, 3.076923077, 6.923076923, 3.846153846, 3.076923077, 
    4.615384615, 4.615384615, 5.384615385, 0, 0, 3.076923077, 
    5.384615385, 1.538461538, 7.692307692, 6.153846154, 3.076923077, 
    3.846153846, 0.76923076899999998, 8.461538462, 0.83333333300000001, 
    0.76923076899999998, 5.8333333329999997, 6.153846154, 2.307692308, 
    6.923076923, 3.846153846, 0.76923076899999998, 0, 1.538461538, 
    0.83333333300000001, 2.3077000000000001, 7.692307692, 6.153846154, 
    6.923076923, 1.538461538, 0.76923076899999998, 6.153846154, 
    2.307692308, 3.846153846, 6.153846154, 3.076923077, 1.538461538, 
    1.6666666670000001, 6.923076923, 1.538461538, 2.307692308, 
    8.461538462, 0.76923076899999998, 6.923076923, 3.846153846, 
    3.076923077, 0.76923076899999998, 1.538461538, 0.76923076899999998, 
    0.76923076899999998, 6.923076923, 3.3333333330000001, 4.615384615, 
    1.538461538, 0.76923076899999998, 6.153846154, 6.923076923, 
    0.76923076899999998, 0, 0.76923076899999998, 0.76923076899999998, 
    0, 8.461538462, 6.923076923, 5.384615385, 0.76923076899999998, 
    5.8333333329999997, 4.615384615, 5.384615385, 0.76923076899999998, 
    10, 7.692307692, 3.846153846, 8.461538462, 0.76923076899999998, 
    2.307692308, 4.615384615, 4.615384615, 8.461538462, 6.153846154, 
    8.461538462, 1.538461538, 0.76923076899999998, 1.538461538, 
    8.461538462, 0, 6.923076923, 5.384615385, 3.076923077, 0.76923076899999998, 
    3.076923077, 0, 6.1538000000000004, 0, 0.76923076899999998, 
    3.076923077, 3.076923077, 0.83333333300000001, NA, 2.307692308, 
    0, 1.538461538, 8.461538462, 0.76923076899999998, 6.153846154, 
    0.76923076899999998, 2.307692308, 8.461538462, 0, 5.8333333329999997, 
    4.615384615, 3.846153846, 8.461538462, 0.76923076899999998, 
    0.76923076899999998, 6.923076923, 9.230769231, 0, 4.615384615, 
    0, 3.076923077, 0.76923076899999998, 5.384615385, 4.615384615, 
    3.076923077, 4.615384615, 0.76923076899999998, 6.153846154, 
    0, 0, NA, 3.846153846, 0, 0.76923076899999998, 0, 4.615384615, 
    3.076923077, 5.384615385, 2.307692308, 6.153846154, 6.923076923, 
    0.76923076899999998, 1.538461538, 5.384615385, 0.83333333300000001, 
    7.692307692, 3, 1.538461538, 1.538461538, 3.076923077, 0.76923076899999998, 
    1.538461538, 0.76923076899999998, 1.538461538, 7.692307692, 
    0.76923076899999998, 4.615384615, 6.923076923, 3.076923077, 
    6.923076923, 3.846153846, 3.076923077, 4.615384615, 4.615384615, 
    5.384615385, 0, 0, 3.076923077, 5.384615385, 1.538461538, 
    7.692307692, 6.153846154, 3.076923077, 3.846153846, 0.76923076899999998, 
    8.461538462, 0.83333333300000001, 0.76923076899999998, 5.8333333329999997, 
    6.153846154, 2.307692308, 6.923076923, 3.846153846, 0.76923076899999998, 
    0, 1.538461538, 0.83333333300000001, NA, 7.692307692, 6.153846154, 
    6.923076923, 1.538461538, 0.76923076899999998, 6.153846154, 
    2.307692308, 3.846153846, 6.153846154, 3.076923077, 1.538461538, 
    1.6666666670000001, 6.923076923, 1.538461538, 2.307692308, 
    8.461538462, 0.76923076899999998, 6.923076923, 3.846153846, 
    3.076923077, 0.76923076899999998, 1.538461538, 0.76923076899999998, 
    0.76923076899999998, 6.923076923, 3.3333333330000001, 4.615384615, 
    1.538461538, 0.76923076899999998, 6.153846154, 6.923076923, 
    0.76923076899999998, 0, 0.76923076899999998, 0.76923076899999998, 
    0, 8.461538462, 6.923076923, 5.384615385, 0.76923076899999998, 
    5.8333333329999997, 4.615384615, 5.384615385, 0.76923076899999998, 
    10, 7.692307692, 3.846153846, 8.461538462, 0.76923076899999998, 
    2.307692308, 4.615384615, 4.615384615, 8.461538462, 6.153846154, 
    8.461538462, 1.538461538, 0.76923076899999998, 1.538461538, 
    8.461538462, 0, 6.923076923, 5.384615385, 3.076923077, 0.76923076899999998, 
    3.076923077, 0, NA, 0, 0.76923076899999998, 3.076923077, 
    3.076923077, 0.83333333300000001, NA, 2.307692308, 0, 1.538461538, 
    8.461538462, 0.76923076899999998, 6.153846154, 0.76923076899999998, 
    2.307692308, 8.461538462, 0, 5.8333333329999997, 4.615384615, 
    3.846153846, 8.461538462, 0.76923076899999998, 0.76923076899999998, 
    6.923076923, 9.230769231, 0, 4.615384615, 0, 2.307692308, 
    0.76923076899999998, 5.384615385, 4.615384615, 3.076923077, 
    4.615384615, 0.76923076899999998, 6.153846154, 0, 0, NA, 
    3.846153846, 0, 0.76923076899999998, 0, 4.615384615, 3.076923077, 
    5.384615385, 3.076923077, 6.153846154, 6.923076923, 0.76923076899999998, 
    1.538461538, 6.923076923, 0.83333333300000001, 7.692307692, 
    2.7272727269999999, 1.538461538, 1.538461538, 3.076923077, 
    0.76923076899999998, 1.538461538, 0.76923076899999998, 1.538461538, 
    6.923076923, 0.76923076899999998, 4.615384615, 6.923076923, 
    3.076923077, 6.923076923, 3.846153846, 3.076923077, 4.615384615, 
    4.615384615, 5.384615385, 0, 0, 3.076923077, 5.384615385, 
    1.538461538, 7.692307692, 6.153846154, 3.076923077, 3.846153846, 
    3.076923077, 7.692307692, 0.83333333300000001, 0.76923076899999998, 
    6.6666666670000003, 9.230769231, 2.307692308, 6.923076923, 
    3.846153846, 0.76923076899999998, 0, 1.538461538, 0.83333333300000001, 
    NA, 7.692307692, 6.153846154, 6.923076923, 0, 8.461538462, 
    6.153846154, 2.307692308, 3.846153846, 6.153846154, 3.076923077, 
    2.307692308, 1.6666666670000001, 6.923076923, 1.538461538, 
    2.307692308, 8.461538462, 0.76923076899999998, 3.846153846, 
    3.846153846, 3.076923077, 0.76923076899999998, 1.538461538, 
    0.76923076899999998, 0.76923076899999998, 6.923076923, 3.3333333330000001, 
    4.615384615, 1.538461538, 0.76923076899999998, 6.153846154, 
    6.923076923, 0.76923076899999998, 0, 0, 0.76923076899999998, 
    0, 8.461538462, 6.923076923, 5.384615385, 0.76923076899999998, 
    5.384615385, 4.615384615, 5.384615385, 0.76923076899999998, 
    10, 7.692307692, 3.846153846, 8.461538462, 0.76923076899999998, 
    2.307692308, 4.615384615, 4.615384615, 8.461538462, 6.153846154, 
    8.461538462, 1.538461538, 0.76923076899999998, 1.538461538, 
    8.461538462, 1.6666666670000001, 7.692307692, 5.384615385, 
    3.076923077, 0.76923076899999998, 3.076923077, 0, NA, 0, 
    0.76923076899999998, 3.076923077, 3.076923077, 0.83333333300000001, 
    NA, 2.307692308, 0, 1.538461538, 8.461538462, 0.76923076899999998, 
    6.153846154, 0.76923076899999998, 2.307692308, 8.461538462, 
    0, 5.8333333329999997, 4.615384615, 3.846153846, 7.692307692, 
    0, 0.76923076899999998, 6.923076923, 9.230769231, 0, 4.615384615, 
    0, 2.307692308, 0.76923076899999998, 5.384615385, 4.615384615, 
    3.076923077, 4.615384615, 0.76923076899999998, 6.153846154, 
    0, 0, NA, 4.615384615, 0, 0.76923076899999998, 0, 4.615384615, 
    3.076923077, 5.384615385, 3.076923077, 6.153846154, 6.923076923, 
    0.76923076899999998, 0.76923076899999998, 6.923076923, 1.538461538, 
    6.923076923, 3.3333333330000001, 2.307692308, 1.538461538, 
    3.076923077, 0.76923076899999998, 1.538461538, 0.76923076899999998, 
    1.538461538, 7.692307692, 0.76923076899999998, 4.615384615, 
    0, 3.076923077, 7.692307692, 3.846153846, 3.076923077, 4.615384615, 
    4.615384615, 5.384615385, 0, 0, 3.076923077, 5.384615385, 
    1.538461538, 7.692307692, 6.153846154, 3.076923077, 3.846153846, 
    3.846153846, 8.461538462, 0.83333333300000001, 0.76923076899999998, 
    6.6666666670000003, 9.230769231, 2.307692308, 6.923076923, 
    3.846153846, 0.76923076899999998, 0, 1.538461538, 0.76923076899999998, 
    NA, 8.461538462, 5.384615385, 6.923076923, 0, 8.461538462, 
    6.923076923, 2.307692308, 3.846153846, 6.153846154, 4.615384615, 
    3.076923077, NA, 6.923076923, 1.538461538, 2.307692308, NA, 
    0.76923076899999998, 3.846153846, 3.846153846, 3.076923077, 
    0, 1.538461538, 0.76923076899999998, 0.76923076899999998, 
    6.923076923, 3.3333333330000001, 4.615384615, 2.307692308, 
    0, 6.6666666670000003, 6.923076923, 0.76923076899999998, 
    0, 0, 1.538461538, 0, 9.230769231, 6.923076923, 5.384615385, 
    0.76923076899999998, 5.8333333329999997, 4.615384615, 5.8333333329999997, 
    0.76923076899999998, 10, 7.692307692, 4.615384615, 8.461538462, 
    0.76923076899999998, 2.307692308, 4.615384615, 4.615384615, 
    8.461538462, 6.153846154, 8.461538462, 1.538461538, 0.76923076899999998, 
    1.538461538, 8.461538462, 1.6666666670000001, 6.923076923, 
    5.384615385, 3.076923077, 0.76923076899999998, 3.076923077, 
    0, NA, 0, 0.76923076899999998, 3.076923077, 3.076923077, 
    0.83333333300000001, NA, 3.076923077, 0, 1.538461538, 8.461538462, 
    0.76923076899999998, 6.153846154, 0.76923076899999998, 2.307692308, 
    8.461538462, 0, 5.8333333329999997, 4.615384615, 3.846153846, 
    7.692307692, 0.76923076899999998, 0.76923076899999998, 6.923076923, 
    9.230769231, 0, 4.615384615, 0, 2.307692308, 0.76923076899999998, 
    5.384615385, 4.615384615, 3.076923077, 4.615384615, 0.76923076899999998, 
    6.6666666670000003, 0, 0, NA, 4.615384615, 0, 0.76923076899999998, 
    NA, 4.615384615, 3.076923077, 5.384615385, 3.076923077, 6.153846154, 
    6.923076923, 0.76923076899999998, 0, 7, 1.538461538, 6.923076923, 
    3.3333333330000001, 1.538461538, 1.538461538, 3.076923077, 
    0.76923076899999998, 1.538461538, 0.76923076899999998, 1.538461538, 
    7.692307692, 0.76923076899999998, 4.615384615, 0.76923076899999998, 
    6.923076923, 7.692307692, 5, 3.846153846, 4.615384615, 4.615384615, 
    6.153846154, 0, 0, 7.692307692, 5.384615385, 1.538461538, 
    7.692307692, 6.153846154, 3.846153846, 3.846153846, 3.846153846, 
    8.461538462, NA, 0.76923076899999998, 6.6666666670000003, 
    9.230769231, 2.307692308, 7.692307692, 3.846153846, 0.76923076899999998, 
    0, 1.538461538, 0, NA, 8.461538462, 5.384615385, 6.923076923, 
    0, 3.846153846, 6.923076923, 2.307692308, 3.846153846, 6.923076923, 
    5, 3.076923077, NA, 6.923076923, 1.538461538, 2.307692308, 
    NA, NA, 3.076923077, 3.846153846, 3.076923077, 0, 1.538461538, 
    0.76923076899999998, 0.76923076899999998, 6.923076923, 3.3333333330000001, 
    4.615384615, 1.538461538, 0, 6.6666666670000003, 6.923076923, 
    0.76923076899999998, 0, 0, 1.538461538, 0, 9.230769231, 6.923076923, 
    5.384615385, 0, 5, 4.615384615, 5.8333333329999997, 0.76900000000000002, 
    10, 7.692307692, 3.846153846, 7.692307692, 0.76923076899999998, 
    1.538461538, 5.384615385, 4.615384615, 7.692307692, 6.153846154, 
    8.461538462, 1.538461538, 0.76923076899999998, 0.76923076899999998, 
    NA, 3.076923077, 6.923076923, 5.384615385, 3.076923077, 0.76923076899999998, 
    3.076923077, 0, NA, 0, 0.76923076899999998, 3.076923077, 
    3.846153846, 0.83333333300000001, NA, 2.307692308, 0, 1.538, 
    8.3333333330000006, 0.76923076899999998, 6.153846154, 0.76900000000000002, 
    2.307692308, 8.461538462, 0, 5.8333333329999997, 7.692307692, 
    3.846153846, 7.692307692, 0.76923076899999998, 0.76923076899999998, 
    6.923076923, 9.230769231, 0, 4.615384615, 0, 2.307692308, 
    0.76923076899999998, 5.8333333329999997, 3.076923077, 3.076923077, 
    4.615384615, 0.76923076899999998, 7.5, 0, 0, NA, 4.615384615, 
    0, 0.76923076899999998, NA, 4.615384615, 4.615384615, 5.384615385, 
    3.076923077, 6.153846154, 6.923076923, 0.76923076899999998, 
    0, 7, 1.538461538, 6.923076923, 3.3333333330000001, 1.538461538, 
    1.538461538, 3.076923077, 0, 3.846153846, 0.76923076899999998, 
    1.538461538, 7.692307692, 0.76923076899999998, 4.615384615, 
    6.153846154, 3.076923077, 7.692307692, 5.384615385, 3.846153846, 
    4.615384615, 4.615384615, 6.153846154, 0, 0, 7.692307692, 
    5.384615385, 1.538461538, 7.692307692, 7.692307692, 3.846153846, 
    3.846153846, 3.846153846, 8.461538462, NA, 0.76923076899999998, 
    6.6666666670000003, 9.230769231, 2.307692308, 7.692307692, 
    3.846153846, 0.76923076899999998, 0, 1.538461538, 0, NA, 
    8.461538462, 6.153846154, 6.923076923, 0, 3.846153846, 6.923076923, 
    2.307692308, 3.846153846, 6.923076923, 5, 3.076923077, NA, 
    6.923076923, 1.538461538, 2.307692308, NA, NA, 3.076923077, 
    3.846153846, 2.307692308, 0, 1.538461538, 0.76923076899999998, 
    0.76923076899999998, 6.923076923, 3.3333333330000001, 4.615384615, 
    1.538461538, 0, 6.3636363640000004, 6.923076923, 0.76923076899999998, 
    0, 0, 0.76923076899999998, 0, 9.230769231, 6.923076923, 5.384615385, 
    0, 5, 4.615384615, 5.8333333329999997, 0.76900000000000002, 
    10, 7.692307692, 4.615384615, 7.692307692, 0.76923076899999998, 
    1.538461538, 5.384615385, 4.615384615, 7.692307692, 5.8333333329999997, 
    8.461538462, 1.538461538, 0.76923076899999998, 0.76923076899999998, 
    NA, 2.5, 6.923076923, 5.384615385, 3.076923077, 0.76923076899999998, 
    3.076923077, 0, NA, 0, 0.76923076899999998, 3.076923077, 
    3.846153846, 0.83333333300000001, NA, 2.307692308, 0, 1.538, 
    8.3333333330000006, 0.76923076899999998, 6.153846154, 0.76900000000000002, 
    2.307692308, 8.461538462, 0, 5.8333333329999997, 7.692307692, 
    3.846153846, 8.461538462, 0.76923076899999998, 0.76923076899999998, 
    6.923076923, 9.230769231, 0, 4.615384615, 0, 2.307692308, 
    0.76923076899999998, 8.3333333330000006, 1.538461538, 3.076923077, 
    4.615384615, 0.76923076899999998, 7.5, 0, 0, NA, 4.615384615, 
    0, 0.76923076899999998, NA, 4.615384615, 4.615384615, 5.384615385, 
    3.076923077, 6.153846154, 7.692307692, 0.76923076899999998, 
    0, 7, 1.538461538, 6.923076923, 2.5, 1.538461538, 1.538461538, 
    3.846153846, 0, 0.76923076899999998, 0.76923076899999998, 
    1.538461538, 6.923076923, 0.76923076899999998, 4.615384615, 
    6.153846154, 3.076923077, 7.692307692, 5.384615385, 3.846153846, 
    4.615384615, 4.615384615, 6.923076923, 0, 0, 3.076923077, 
    5.384615385, 1.538461538, 7.692307692, 7.692307692, 3.846153846, 
    3.846153846, 3.846153846, 8.461538462, NA, 0.76923076899999998, 
    6.6666666670000003, 9.230769231, 2.307692308, 7.692307692, 
    3.846153846, 0.76923076899999998, 0, 1.538461538, 0, NA, 
    8.461538462, 7.692307692, 6.923076923, 0, 3.846153846, 6.923076923, 
    2.307692308, 3.846153846, 7.692307692, 5, 3.076923077, NA, 
    6.923076923, 1.538461538, 2.307692308, NA, NA, 3.076923077, 
    3.846153846, 2.307692308, 0, 1.538461538, 0.76923076899999998, 
    0.76923076899999998, 6.923076923, 1, 4.615384615, 1.538461538, 
    0, 6.3636363640000004, 6.923076923, 0.76923076899999998, 
    0, 0, 0.76923076899999998, 0, 9.1666666669999994, 6.923076923, 
    5.384615385, 0, 5, 4.615384615, 5.8333333329999997, 0.76900000000000002, 
    10, 7.692307692, 4.615384615, 8.461538462, 0.76923076899999998, 
    1.538461538, 6.153846154, 4.615384615, 7.692307692, 5.8333333329999997, 
    8.461538462, 1.538461538, 0.76923076899999998, 0.76923076899999998, 
    NA, 2.5, 6.923076923, 5.384615385, 3.846153846, 0.76923076899999998, 
    3.076923077, 0, NA, 0, 0.76923076899999998, 3.076923077, 
    3.846153846, 0.83333333300000001, NA, 0.76923076899999998, 
    0, 1.538, 8.3333333330000006, 0.76923076899999998, 6.153846154, 
    0.76900000000000002, 3.076923077, 8.461538462, 0, 5.8333333329999997, 
    8.3333333330000006, 3.846153846, 8.461538462, 0.76923076899999998, 
    0.76923076899999998, 6.923076923, 9.230769231, 0, 4.615384615, 
    0.76923076899999998, 0.76923076899999998, 1.538461538, 8.3333333330000006, 
    2.307692308, 3.076923077, 5.384615385, 0.76923076899999998, 
    7.5, 0, 0, NA, 4.615384615, 0, 0.76923076899999998, NA, 4.615384615, 
    3.846153846, 5.384615385, 3.076923077, NA, 7.692307692, 0.76923076899999998, 
    1.538461538, NA, 1.538461538, 6.923076923, NA, 1.538461538, 
    1.538461538, 3.846153846, 0, 0.76923076899999998, 0.76923076899999998, 
    1.538461538, 7.692307692, 0.76923076899999998, 3.076923077, 
    6.153846154, 3.076923077, 7.692307692, 4.615384615, 3.846153846, 
    4.615384615, 4.615384615, 6.923076923, 0, 0, 3.076923077, 
    6.153846154, 1.538461538, NA, 7.692307692, 3.846153846, 3.846153846, 
    3.846153846, 8.461538462, NA, 0.76923076899999998, 6.6666666670000003, 
    8.461538462, 3.076923077, 6.153846154, 3.846153846, 0.76923076899999998, 
    0, 1.538461538, 0, NA, 8.461538462, 9.1666666669999994, 6.923076923, 
    0, 3.846153846, 6.923076923, 1.538461538, 4.615384615, 7.692307692, 
    4.1666666670000003, 3.076923077, NA, 6.923076923, NA, 2.307692308, 
    NA, NA, 3.076923077, 3.846153846, 2.307692308, 0, 1.538461538, 
    0.76923076899999998, 0.76923076899999998, 7.692307692, 1, 
    4.615384615, 1.538461538, 0, 6.3636363640000004, 6.923076923, 
    0, 0, 0, 0.76923076899999998, 0, 9.1666666669999994, 7.5, 
    5.384615385, 0, 5, 5.384615385, 5.8333333329999997, 0.76900000000000002, 
    10, 7.692307692, 4.615384615, 7.692307692, 0.76923076899999998, 
    1.538461538, 6.153846154, NA, 7.692307692, 5, 2.307692308, 
    NA, 0.76923076899999998, 0.76923076899999998, NA, 2.5, 6.923076923, 
    5.384615385, 3.846153846, 0.76923076899999998, 3.076923077, 
    0, NA, NA, NA, 3.076923077, 3.846153846, 0.83333333300000001, 
    NA, NA, 0, 1.538, NA, 0.76923076899999998, 6.153846154, 0.76900000000000002, 
    3.076923077, 8.461538462, 0.76923076899999998, 5.8333333329999997, 
    8.3333333330000006, 3.846153846, 8.461538462, 0.76923076899999998, 
    0, NA, 9.230769231, 0, 0.83333333300000001, 0, 0.76923076899999998, 
    3.846153846, 9.1666666669999994, 2.307692308, 3.076923077, 
    5, 0.76923076899999998, 6.6666666670000003, 0, 0, NA, 4.615384615, 
    0, 0.76923076899999998, NA, 4.615384615, 3.846153846, 6.923076923, 
    3.846153846, NA, 7.692307692, 0.76923076899999998, 1.538461538, 
    NA, 0, 6.923076923, NA, 0, 0, 8.461538462, 0, 0.76923076899999998, 
    0.76923076899999998, 0, 8.461538462, 0.76923076899999998, 
    2.307692308, 6.153846154, 3.076923077, 7.692307692, 5.384615385, 
    6.923076923, 6.153846154, 7.692307692, 6.923076923, 1.538461538, 
    0, 3.076923077, 6.153846154, 0, NA, 8.461538462, 3.846153846, 
    4.615384615, 3.846153846, 8.461538462, NA, 0.76923076899999998, 
    6.6666666670000003, 9.0909090910000003, 3.076923077, 7.692307692, 
    3.846153846, 3.846153846, 0, 0.76923076899999998, 0, NA, 
    8.3333333330000006, 9.1666666669999994, 7.692307692, 3.076923077, 
    3.846153846, 6.923076923, 1.538461538, 4.615384615, 4.615384615, 
    4.1666666670000003, 6.923076923, NA, 6.923076923, NA, 2.307692308, 
    NA, NA, 6.153846154, 4.615384615, 0.76923076899999998, 3, 
    0.83333333300000001, 0.76923076899999998, 0.76923076899999998, 
    7.692307692, 1, 6.6666666670000003, 1.538461538, 0.76923076899999998, 
    1.538461538, 8.461538462, 0, 0, 0, 0.76923076899999998, 0, 
    9.1666666669999994, 7.5, 6.923076923, 0, 5, 5.384615385, 
    6.6666666670000003, 0.76900000000000002, 9.230769231, 7.692307692, 
    6.153846154, 8.461538462, 0.76923076899999998, 2.307692308, 
    6.153846154, NA, 8.461538462, 3.3333333330000001, 3.076923077, 
    NA, 0.76923076899999998, 3.3333333330000001, NA, 3.3333333330000001, 
    6.153846154, 5.384615385, 6.923076923, 0.76923076899999998, 
    3.076923077, 0, NA, NA, NA, 3.076923077, 3.846153846, 0, 
    NA, NA, 0, 1.538, NA, 0.76923076899999998, 6.153846154, 0.76900000000000002, 
    1.538461538, 7.692307692, 0.76923076899999998, 5.8333333329999997, 
    8.3333333330000006, 6.153846154, 8.461538462, 3.846153846, 
    0, NA, 9.1666666669999994, 0), ef_trade_movement_visit = c(8.2969230990000007, 
    1.1062564130000001, 0.110625641, 7.9650461750000003, 10, 
    0.110625641, 7.7437948920000004, 1.438133337, 10, 0.77437948899999998, 
    7.633169251, 9.4031795119999995, 1.7700102609999999, 7.7437948920000004, 
    6.3056615550000004, 1.7700102609999999, 0.33187692400000002, 
    10, 8.5181743809999997, 10, 8.1862974570000002, 4.314400011, 
    7.633169251, 7.1906666850000001, 10, 10, 0.55312820699999998, 
    5.5312820660000002, 10, 1.438133337, 1.438133337, 9.071302588, 
    0.55312820699999998, 9.6244307940000002, 0.33187692400000002, 
    1.548758978, 9.2925538700000008, 2.4337641090000002, 7.633169251, 
    7.7437948920000004, 7.7437948920000004, 7.7437948920000004, 
    10, 10, 5.1994051419999998, 7.8544205329999999, 7.7437948920000004, 
    0.22125128299999999, 10, 7.7437948920000004, 7.7437948920000004, 
    0.22125128299999999, 10, 9.5138051529999998, 7.7437948920000004, 
    2.5443897500000001, 7.7437948920000004, 8.7394256640000005, 
    2.3231384679999998, 1.548758978, 4.535651294, 10, 8.6288000230000002, 
    10, 7.7437948920000004, 7.7437948920000004, 0.33187692400000002, 
    8.2969230990000007, 0.44250256500000001, 0, 8.8500513049999991, 
    9.8456820769999993, 7.7437948920000004, 10, 7.0800410439999997, 
    10, 1.65938462, 3.7612718049999998, 10, 6.195035914, 8.7394256640000005, 
    10, 7.7437948920000004, 9.2925538700000008, 5.0887795000000002, 
    1.7700102609999999, 0.33187692400000002, 7.7437948920000004, 
    7.7437948920000004, 8.5181743809999997, 10, 7.0800410439999997, 
    10, 10, 7.7437948920000004, 0.99563077200000005, 10, 7.3012923269999996, 
    6.5269128380000003, 2.5443897500000001, 8.0756718159999998, 
    7.411917968, 0.885005131, 0, 5.752533348, 10, 7.7437948920000004, 
    7.7437948920000004, 10, 2.1018871849999998, 1.9912615440000001, 
    7.7437948920000004, 7.3012923269999996, 0.77437948899999998, 
    10, 7.0800410439999997, 6.7481641200000002, 8.9606769469999996, 
    10, 7.7437948920000004, 7.7437948920000004, 4.0931487290000002, 
    7.7437948920000004, 3.7612718049999998, 1.8806359020000001, 
    0.55312820699999998, 4.756902577, 6.9694154030000002, 10, 
    1.7700102609999999, 10, 7.7437948920000004, 7.7437948920000004, 
    8.2969230990000007, 7.7437948920000004, 0, 0.885005131, 7.3012923269999996, 
    9.6244307940000002, 7.7437948920000004, 7.7437948920000004, 
    0, 5.1994051419999998, 0.99563077200000005, 10, 6.0844102720000004, 
    NA, 1.65938462, 10, 9.4031795119999995, 8.4075487399999993, 
    10, 5.8631589899999996, 5.3100307830000002, 9.071302588, 
    0.55312820699999998, 7.7437948920000004, 7.1906666850000001, 
    0.77437948899999998, 0.99563077200000005, 10, 8.8500513049999991, 
    8.2969230990000007, 1.1062564130000001, 0.110625641, 7.9650461750000003, 
    10, 0.110625641, 7.7437948920000004, 1.438133337, 10, 0.77437948899999998, 
    7.633169251, 9.4031795119999995, NA, 7.7437948920000004, 
    6.3056615550000004, 1.7700102609999999, 0.33187692400000002, 
    10, 8.5181743809999997, 10, 8.1862974570000002, 4.314400011, 
    7.633169251, 7.1906666850000001, 10, 10, 0.55312820699999998, 
    5.5312820660000002, 10, 1.438133337, 1.438133337, 9.071302588, 
    0.55312820699999998, 9.6244307940000002, 0.33187692400000002, 
    1.548758978, 9.2925538700000008, 2.4337641090000002, 7.633169251, 
    7.7437948920000004, 7.7437948920000004, 7.7437948920000004, 
    10, 10, 5.1994051419999998, 7.8544205329999999, 7.7437948920000004, 
    0.22125128299999999, 10, 7.7437948920000004, 7.7437948920000004, 
    0.22125128299999999, 10, 9.5138051529999998, 7.7437948920000004, 
    2.5443897500000001, 7.7437948920000004, 8.7394256640000005, 
    2.3231384679999998, 1.548758978, 4.535651294, 10, 8.6288000230000002, 
    10, 7.7437948920000004, 7.7437948920000004, 0.33187692400000002, 
    8.2969230990000007, 0.44250256500000001, NA, 8.8500513049999991, 
    9.8456820769999993, 7.7437948920000004, 10, 7.0800410439999997, 
    10, 1.65938462, 3.7612718049999998, 10, 6.195035914, 8.7394256640000005, 
    10, 7.7437948920000004, 9.2925538700000008, 5.0887795000000002, 
    1.7700102609999999, 0.33187692400000002, 7.7437948920000004, 
    7.7437948920000004, 8.5181743809999997, 10, 7.0800410439999997, 
    10, 10, 7.7437948920000004, 0.99563077200000005, 10, 7.3012923269999996, 
    6.5269128380000003, 2.5443897500000001, 8.0756718159999998, 
    7.411917968, 0.885005131, 0, 5.752533348, 10, 7.7437948920000004, 
    7.7437948920000004, 10, 2.1018871849999998, 1.9912615440000001, 
    7.7437948920000004, 7.3012923269999996, 0.77437948899999998, 
    10, 7.0800410439999997, 6.7481641200000002, 8.9606769469999996, 
    10, 7.7437948920000004, 7.7437948920000004, 4.0931487290000002, 
    7.7437948920000004, 3.7612718049999998, 1.8806359020000001, 
    0.55312820699999998, 4.756902577, 6.9694154030000002, 10, 
    1.7700102609999999, 10, 7.7437948920000004, 7.7437948920000004, 
    8.2969230990000007, 7.7437948920000004, 0, NA, 7.3012923269999996, 
    9.6244307940000002, 7.7437948920000004, 7.7437948920000004, 
    0, 5.1994051419999998, 0.99563077200000005, 10, 6.0844102720000004, 
    NA, 1.65938462, 10, 9.4031795119999995, 8.4075487399999993, 
    10, 5.8631589899999996, 5.3100307830000002, 9.071302588, 
    0.55312820699999998, 7.7437948920000004, 7.1906666850000001, 
    0.77437948899999998, 0.99563077200000005, 10, 8.8500513049999991, 
    8.2969230990000007, 1.1062564130000001, 0.110625641, 7.9650461750000003, 
    10, 0.110625641, 7.7437948920000004, 1.438133337, 10, 0.77437948899999998, 
    7.633169251, 9.4031795119999995, NA, 7.7437948920000004, 
    6.3056615550000004, 1.7700102609999999, 0.33187692400000002, 
    10, 8.5181743809999997, 10, 8.1862974570000002, 4.314400011, 
    7.633169251, 7.1906666850000001, 10, 10, 0.55312820699999998, 
    5.5312820660000002, 10, 1.438133337, 1.438133337, 9.071302588, 
    0.55312820699999998, 9.6244307940000002, 0.33187692400000002, 
    1.548758978, 9.2925538700000008, 2.4337641090000002, 7.633169251, 
    7.7437948920000004, 7.7437948920000004, 7.7437948920000004, 
    10, 10, 5.1994051419999998, 7.8544205329999999, 7.7437948920000004, 
    0.22125128299999999, 10, 7.7437948920000004, 7.7437948920000004, 
    0.22125128299999999, 10, 9.5138051529999998, 7.7437948920000004, 
    2.5443897500000001, 7.7437948920000004, 8.7394256640000005, 
    2.3231384679999998, 1.548758978, 4.535651294, 10, 8.6288000230000002, 
    10, 7.7437948920000004, 7.7437948920000004, 0.33187692400000002, 
    8.2969230990000007, 0.44250256500000001, NA, 8.8500513049999991, 
    9.8456820769999993, 7.7437948920000004, 10, 7.0800410439999997, 
    10, 1.65938462, 3.7612718049999998, 10, 6.195035914, 8.7394256640000005, 
    10, 7.7437948920000004, 9.2925538700000008, 5.0887795000000002, 
    1.7700102609999999, 0.33187692400000002, 7.7437948920000004, 
    7.7437948920000004, 8.5181743809999997, 10, 7.0800410439999997, 
    10, 10, 7.7437948920000004, 0.99563077200000005, 10, 7.3012923269999996, 
    6.5269128380000003, 2.5443897500000001, 8.0756718159999998, 
    7.411917968, 0.885005131, 0, 5.752533348, 10, 7.7437948920000004, 
    7.7437948920000004, 10, 2.1018871849999998, 1.9912615440000001, 
    7.7437948920000004, 7.3012923269999996, 0.77437948899999998, 
    10, 7.0800410439999997, 6.7481641200000002, 8.9606769469999996, 
    10, 7.7437948920000004, 7.7437948920000004, 4.0931487290000002, 
    7.7437948920000004, 3.7612718049999998, 1.8806359020000001, 
    0.55312820699999998, 4.756902577, 6.9694154030000002, 10, 
    1.7700102609999999, 10, 7.7437948920000004, 7.7437948920000004, 
    8.2969230990000007, 7.7437948920000004, 0, NA, 7.3012923269999996, 
    9.6244307940000002, 7.7437948920000004, 7.7437948920000004, 
    0, 5.1994051419999998, 0.99563077200000005, 10, 6.0844102720000004, 
    NA, 1.65938462, 10, 9.4031795119999995, 8.4075487399999993, 
    10, 5.8631589899999996, 5.3100307830000002, 9.071302588, 
    0.55312820699999998, 7.7437948920000004, 7.1906666850000001, 
    0.77437948899999998, 0.99563077200000005, 10, 8.8500513049999991, 
    8.2969230990000007, 1.1062564130000001, 0.110625641, 7.9650461750000003, 
    10, 0.110625641, 7.7437948920000004, 1.438133337, 10, 0.77437948899999998, 
    7.633169251, 9.4031795119999995, NA, 7.7437948920000004, 
    6.3056615550000004, 1.7700102609999999, 0.33187692400000002, 
    10, 8.5181743809999997, 10, 8.1862974570000002, 4.314400011, 
    7.633169251, 7.1906666850000001, 10, 10, 0.55312820699999998, 
    5.5312820660000002, 10, 1.438133337, 1.438133337, 9.071302588, 
    0.55312820699999998, 9.6244307940000002, 0.33187692400000002, 
    1.548758978, 9.2925538700000008, 2.4337641090000002, 7.633169251, 
    7.7437948920000004, 7.7437948920000004, 7.7437948920000004, 
    10, 10, 5.1994051419999998, 7.8544205329999999, 7.7437948920000004, 
    0.22125128299999999, 10, 7.7437948920000004, 7.7437948920000004, 
    0.22125128299999999, 10, 9.5138051529999998, 7.7437948920000004, 
    2.5443897500000001, 7.7437948920000004, 8.7394256640000005, 
    2.3231384679999998, 1.548758978, 4.535651294, 10, 8.6288000230000002, 
    10, 7.7437948920000004, 7.7437948920000004, 0.33187692400000002, 
    8.2969230990000007, 0.44250256500000001, NA, 8.8500513049999991, 
    9.8456820769999993, 7.7437948920000004, 10, 7.0800410439999997, 
    10, 1.65938462, 3.7612718049999998, 10, 6.195035914, 8.7394256640000005, 
    10, 7.7437948920000004, 9.2925538700000008, 5.0887795000000002, 
    1.7700102609999999, 0.33187692400000002, 7.7437948920000004, 
    7.7437948920000004, 8.5181743809999997, 10, 7.0800410439999997, 
    10, 10, 7.7437948920000004, 0.99563077200000005, 10, 7.3012923269999996, 
    6.5269128380000003, 2.5443897500000001, 8.0756718159999998, 
    7.411917968, 0.885005131, 0, 5.752533348, 10, 7.7437948920000004, 
    7.7437948920000004, 10, 2.1018871849999998, 1.9912615440000001, 
    7.7437948920000004, 7.3012923269999996, 0.77437948899999998, 
    10, 7.0800410439999997, 6.7481641200000002, 8.9606769469999996, 
    10, 7.7437948920000004, 7.7437948920000004, 4.0931487290000002, 
    7.7437948920000004, 3.7612718049999998, 1.8806359020000001, 
    0.55312820699999998, 4.756902577, 6.9694154030000002, 10, 
    1.7700102609999999, 10, 7.7437948920000004, 7.7437948920000004, 
    8.2969230990000007, 7.7437948920000004, 0, NA, 7.3012923269999996, 
    9.6244307940000002, 7.7437948920000004, 7.7437948920000004, 
    0, 5.1994051419999998, 0.99563077200000005, 10, 6.0844102720000004, 
    NA, 1.65938462, 10, 9.4031795119999995, 8.4075487399999993, 
    10, 5.8631589899999996, 5.3100307830000002, 9.071302588, 
    0.55312820699999998, 7.7437948920000004, 7.1906666850000001, 
    0.77437948899999998, 0.99563077200000005, 10, 8.8500513049999991, 
    0, 1.1062564130000001, 0, 4.6462769350000004, 1.1062564130000001, 
    0.110625641, 6.4162871959999999, 0, 7.9650461750000003, 0.55312820699999998, 
    0, 10, NA, 6.4162871959999999, 5.1994051419999998, 0, NA, 
    4.314400011, 5.3100307830000002, 6.6375384789999998, 6.3056615550000004, 
    3.9825230870000001, 6.4162871959999999, 0, 0, 0.33187692400000002, 
    0, 5.5610201410000002, 1.7700102609999999, 0, 0, 5.5312820660000002, 
    0.22125128299999999, 7.8544205329999999, 0, 0, 9.1819282290000004, 
    2.3231384679999998, 6.6375384789999998, 6.4162871959999999, 
    6.4162871959999999, 6.3395629610000004, 6.3056615550000004, 
    10, 0.77437948899999998, 3.3187692389999999, 6.4162871959999999, 
    0.22125128299999999, 8.9606769469999996, 6.4162871959999999, 
    6.4162871959999999, 0, 6.7481641200000002, 8.2969230990000007, 
    6.4162871959999999, 1.548758978, 6.4162871959999999, 7.9650461750000003, 
    NA, 0, 3.6506461630000002, 0, 7.633169251, 10, 6.4162871959999999, 
    6.4162871959999999, 0.33187692400000002, 1.216882054, 0, 
    NA, 8.7394256640000005, 7.633169251, 6.4162871959999999, 
    7.8544205329999999, 6.7481641200000002, 10, 0, 3.5400205219999998, 
    10, 4.0931487290000002, 6.195035914, NA, 6.4162871959999999, 
    9.071302588, 6.3056615550000004, NA, NA, 6.4162871959999999, 
    6.4162871959999999, 7.633169251, 0, 6.6375384789999998, 10, 
    2.3231384679999998, 6.4162871959999999, 0, 8.7394256640000005, 
    4.0931487290000002, 4.6462769350000004, 0.44250256500000001, 
    4.9781538589999998, 7.1906666850000001, 0.885005131, 0, 4.535651294, 
    10, 6.4162871959999999, 5.8631589899999996, 10, 0, 0, 6.5269128380000003, 
    7.8527832740000001, 0.77437948899999998, 5.3100307830000002, 
    1.8806359020000001, 5.973784631, 9.6244307940000002, 0.22125128299999999, 
    6.4162871959999999, 6.4162871959999999, 3.4293948809999999, 
    6.4162871959999999, 1.3275076960000001, 1.548758978, 0.55312820699999998, 
    4.4250256529999996, 6.0844102720000004, NA, 1.438133337, 
    10, 6.4162871959999999, 6.4162871959999999, 7.9650461750000003, 
    6.4162871959999999, 8.5181743809999997, NA, 2.3231384679999998, 
    5.4206564239999997, 6.4162871959999999, 6.7481641200000002, 
    0, 4.2037743699999996, 1.1062564130000001, 4.4250256529999996, 
    1.216882054, NA, 0.22125128299999999, 5.5312820660000002, 
    6.9694154030000002, 10, 3.2081435979999999, 4.314400011, 
    3.4293948809999999, 8.9606769469999996, 4.0931487290000002, 
    6.9694154030000002, 6.5269128380000003, 0.55312820699999998, 
    0.22125128299999999, 3.6506461630000002, 3.2081435979999999, 
    0, 1.1062564130000001, 0, 4.6462769350000004, 1.1062564130000001, 
    0.110625641, 6.4162871959999999, 0, 7.9650461750000003, 0.55312820699999998, 
    0, 10, NA, 6.4162871959999999, 5.1994051419999998, 0, NA, 
    4.314400011, 5.3100307830000002, 6.6375384789999998, 6.3056615550000004, 
    3.9825230870000001, 6.4162871959999999, 0, 0, 0.33187692400000002, 
    0, 5.5610201410000002, 1.7700102609999999, 0, 0, 5.5312820660000002, 
    0.22125128299999999, 7.8544205329999999, 0, 0, 9.1819282290000004, 
    2.3231384679999998, 6.6375384789999998, 6.4162871959999999, 
    6.4162871959999999, 6.3395629610000004, 6.3056615550000004, 
    10, 0.77437948899999998, 3.3187692389999999, 6.4162871959999999, 
    0.22125128299999999, 8.9606769469999996, 6.4162871959999999, 
    6.4162871959999999, 0, 6.7481641200000002, 8.2969230990000007, 
    6.4162871959999999, 1.548758978, 6.4162871959999999, 7.9650461750000003, 
    NA, 0, 3.6506461630000002, 0, 7.633169251, 10, 6.4162871959999999, 
    6.4162871959999999, 0.33187692400000002, 1.216882054, 0, 
    NA, 8.7394256640000005, 7.633169251, 6.4162871959999999, 
    7.8544205329999999, 6.7481641200000002, 10, 0, 3.5400205219999998, 
    10, 4.0931487290000002, 6.195035914, NA, 6.4162871959999999, 
    9.071302588, 6.3056615550000004, NA, NA, 6.4162871959999999, 
    6.4162871959999999, 7.633169251, 0, 6.6375384789999998, 10, 
    2.3231384679999998, 6.4162871959999999, 0, 8.7394256640000005, 
    4.0931487290000002, 4.6462769350000004, 0.44250256500000001, 
    4.9781538589999998, 7.1906666850000001, 0.885005131, 0, 4.535651294, 
    10, 6.4162871959999999, 5.8631589899999996, 10, 0, 0, 6.5269128380000003, 
    7.8527832740000001, 0.77437948899999998, 5.3100307830000002, 
    1.8806359020000001, 5.973784631, 9.6244307940000002, 0.22125128299999999, 
    6.4162871959999999, 6.4162871959999999, 3.4293948809999999, 
    6.4162871959999999, 1.3275076960000001, 1.548758978, 0.55312820699999998, 
    4.4250256529999996, 6.0844102720000004, NA, 1.438133337, 
    10, 6.4162871959999999, 6.4162871959999999, 7.9650461750000003, 
    6.4162871959999999, 8.5181743809999997, NA, 2.3231384679999998, 
    5.4206564239999997, 6.4162871959999999, 6.7481641200000002, 
    0, 4.2037743699999996, 1.1062564130000001, 4.4250256529999996, 
    1.216882054, NA, 0.22125128299999999, 5.5312820660000002, 
    6.9694154030000002, 10, 3.2081435979999999, 4.314400011, 
    3.4293948809999999, 8.9606769469999996, 4.0931487290000002, 
    6.9694154030000002, 6.5269128380000003, 0.55312820699999998, 
    0.22125128299999999, 3.6506461630000002, 3.2081435979999999, 
    0, 1.1062564130000001, 0, 4.6462769350000004, 1.1062564130000001, 
    0.110625641, 6.4162871959999999, 0, 7.9650461750000003, 0.55312820699999998, 
    0, 10, NA, 6.4162871959999999, 5.1994051419999998, 0, NA, 
    4.314400011, 5.3100307830000002, 6.6375384789999998, 6.3056615550000004, 
    3.9825230870000001, 6.4162871959999999, 0, 0, 0.33187692400000002, 
    0, 5.5610201410000002, 1.7700102609999999, 0, 0, 5.5312820660000002, 
    0.22125128299999999, 7.8544205329999999, 0, 0, 9.1819282290000004, 
    2.3231384679999998, 6.6375384789999998, 6.4162871959999999, 
    6.4162871959999999, 6.3395629610000004, 6.3056615550000004, 
    10, 0.77437948899999998, 3.3187692389999999, 6.4162871959999999, 
    0.22125128299999999, 8.9606769469999996, 6.4162871959999999, 
    6.4162871959999999, 0, 6.7481641200000002, 8.2969230990000007, 
    6.4162871959999999, 1.548758978, 6.4162871959999999, 7.9650461750000003, 
    NA, 0, 3.6506461630000002, 0, 7.633169251, 10, 6.4162871959999999, 
    6.4162871959999999, 0.33187692400000002, 1.216882054, 0, 
    NA, 8.7394256640000005, 7.633169251, 6.4162871959999999, 
    7.8544205329999999, 6.7481641200000002, 10, 0, 3.5400205219999998, 
    10, 4.0931487290000002, 6.195035914, NA, 6.4162871959999999, 
    9.071302588, 6.3056615550000004, NA, NA, 6.4162871959999999, 
    6.4162871959999999, 7.633169251, 0, 6.6375384789999998, 10, 
    2.3231384679999998, 6.4162871959999999, 0, 8.7394256640000005, 
    4.0931487290000002, 4.6462769350000004, 0.44250256500000001, 
    4.9781538589999998, 7.1906666850000001, 0.885005131, 0, 4.535651294, 
    10, 6.4162871959999999, 5.8631589899999996, 10, 0, 0, 6.5269128380000003, 
    7.8527832740000001, 0.77437948899999998, 5.3100307830000002, 
    1.8806359020000001, 5.973784631, 9.6244307940000002, 0.22125128299999999, 
    6.4162871959999999, 6.4162871959999999, 3.4293948809999999, 
    6.4162871959999999, 1.3275076960000001, 1.548758978, 0.55312820699999998, 
    4.4250256529999996, 6.0844102720000004, NA, 1.438133337, 
    10, 6.4162871959999999, 6.4162871959999999, 7.9650461750000003, 
    6.4162871959999999, 8.5181743809999997, NA, 2.3231384679999998, 
    5.4206564239999997, 6.4162871959999999, 6.7481641200000002, 
    0, 4.2037743699999996, 1.1062564130000001, 4.4250256529999996, 
    1.216882054, NA, 0.22125128299999999, 5.5312820660000002, 
    6.9694154030000002, 10, 3.2081435979999999, 4.314400011, 
    3.4293948809999999, 8.9606769469999996, 4.0931487290000002, 
    6.9694154030000002, 6.5269128380000003, 0.55312820699999998, 
    0.22125128299999999, 3.6506461630000002, 3.2081435979999999, 
    0, 1.1062564130000001, 0, 4.6462769350000004, 1.1062564130000001, 
    0.110625641, 6.4162871959999999, 0, 7.9650461750000003, 0.55312820699999998, 
    0, 10, NA, 6.4162871959999999, 5.1994051419999998, 0, NA, 
    4.314400011, 5.3100307830000002, 6.6375384789999998, 6.3056615550000004, 
    NA, 6.4162871959999999, 0, 0, NA, 0, 5.5610201410000002, 
    NA, 0, 0, 5.5312820660000002, 0.22125128299999999, 7.8544205329999999, 
    0, 0, 9.1819282290000004, 2.3231384679999998, 6.6375384789999998, 
    6.4162871959999999, 6.4162871959999999, 6.3395629610000004, 
    6.3056615550000004, 10, 0.77437948899999998, 3.3187692389999999, 
    6.4162871959999999, 0.22125128299999999, 8.9606769469999996, 
    6.4162871959999999, 6.4162871959999999, 0, NA, 8.2969230990000007, 
    6.4162871959999999, 1.548758978, 6.4162871959999999, 7.9650461750000003, 
    NA, 0, 3.6506461630000002, 0, 7.633169251, 10, 6.4162871959999999, 
    6.4162871959999999, 0.33187692400000002, 1.216882054, 0, 
    NA, 8.7394256640000005, 7.633169251, 6.4162871959999999, 
    7.8544205329999999, 6.7481641200000002, 10, 0, 3.5400205219999998, 
    10, 4.0931487290000002, 6.195035914, NA, 6.4162871959999999, 
    NA, 6.3056615550000004, NA, NA, 6.4162871959999999, 6.4162871959999999, 
    7.633169251, 0, 6.6375384789999998, 10, 2.3231384679999998, 
    6.4162871959999999, 0, 8.7394256640000005, 4.0931487290000002, 
    4.6462769350000004, 0.44250256500000001, 4.9781538589999998, 
    7.1906666850000001, 0.885005131, 0, 4.535651294, 10, 6.4162871959999999, 
    5.8631589899999996, 10, 0, 0, 6.5269128380000003, 7.8527832740000001, 
    0.77437948899999998, 5.3100307830000002, 1.8806359020000001, 
    5.973784631, 9.6244307940000002, 0.22125128299999999, 6.4162871959999999, 
    6.4162871959999999, NA, 6.4162871959999999, 1.3275076960000001, 
    1.548758978, NA, 4.4250256529999996, 6.0844102720000004, 
    NA, 1.438133337, 10, 6.4162871959999999, 6.4162871959999999, 
    7.9650461750000003, 6.4162871959999999, 8.5181743809999997, 
    NA, NA, NA, 6.4162871959999999, 6.7481641200000002, 0, 4.2037743699999996, 
    NA, 4.4250256529999996, 1.216882054, NA, 0.22125128299999999, 
    5.5312820660000002, 6.9694154030000002, 10, 3.2081435979999999, 
    4.314400011, 3.4293948809999999, 8.9606769469999996, 4.0931487290000002, 
    6.9694154030000002, 6.5269128380000003, 0.55312820699999998, 
    NA, 3.6506461630000002, 3.2081435979999999, 0, 1.1062564130000001, 
    0, 4.6462769350000004, 1.1062564130000001, 0.110625641, 6.4162871959999999, 
    0, 7.9650461750000003, 0.55312820699999998, 0, 10, NA, 6.4162871959999999, 
    5.1994051419999998, 0, NA, 4.314400011, 5.3100307830000002, 
    6.6375384789999998, 6.3056615550000004, NA, 6.4162871959999999, 
    0, 0, NA, 0, 5.5610201410000002, NA, 0, 0, 5.5312820660000002, 
    0.22125128299999999, 7.8544205329999999, 0, 0, 9.1819282290000004, 
    2.3231384679999998, 6.6375384789999998, 6.4162871959999999, 
    6.4162871959999999, 6.3395629610000004, 6.3056615550000004, 
    10, 0.77437948899999998, 3.3187692389999999, 6.4162871959999999, 
    0.22125128299999999, 8.9606769469999996, 6.4162871959999999, 
    6.4162871959999999, 0, NA, 8.2969230990000007, 6.4162871959999999, 
    1.548758978, 6.4162871959999999, 7.9650461750000003, NA, 
    0, 3.6506461630000002, 0, 7.633169251, 10, 6.4162871959999999, 
    6.4162871959999999, 0.33187692400000002, 1.216882054, 0, 
    NA, 8.7394256640000005, 7.633169251, 6.4162871959999999, 
    7.8544205329999999, 6.7481641200000002, 10, 0, 3.5400205219999998, 
    10, 4.0931487290000002, 6.195035914, NA, 6.4162871959999999, 
    NA, 6.3056615550000004, NA, NA, 6.4162871959999999, 6.4162871959999999, 
    7.633169251, 0, 6.6375384789999998, 10, 2.3231384679999998, 
    6.4162871959999999, 0, 8.7394256640000005, 4.0931487290000002, 
    4.6462769350000004, 0.44250256500000001, 4.9781538589999998, 
    7.1906666850000001, 0.885005131, 0, 4.535651294, 10, 6.4162871959999999, 
    5.8631589899999996, 10, 0, 0, 6.5269128380000003, 7.8527832740000001, 
    0.77437948899999998, 5.3100307830000002, 1.8806359020000001, 
    5.973784631, 9.6244307940000002, 0.22125128299999999, 6.4162871959999999, 
    6.4162871959999999, NA, 6.4162871959999999, 1.3275076960000001, 
    1.548758978, NA, 4.4250256529999996, 6.0844102720000004, 
    NA, 1.438133337, 10, 6.4162871959999999, 6.4162871959999999, 
    7.9650461750000003, 6.4162871959999999, 8.5181743809999997, 
    NA, NA, NA, 6.4162871959999999, 6.7481641200000002, 0, 4.2037743699999996, 
    NA, 4.4250256529999996, 1.216882054, NA, 0.22125128299999999, 
    5.5312820660000002, 6.9694154030000002, 10, 3.2081435979999999, 
    4.314400011, 3.4293948809999999, 8.9606769469999996, 4.0931487290000002, 
    6.9694154030000002, 6.5269128380000003, 0.55312820699999998, 
    NA, 3.6506461630000002, 3.2081435979999999), ef_trade_movement = c(6.4061378549999999, 
    1.590361717, 2.044822683, 4.69748214, 6.8309979719999996, 
    3.8597806600000002, 5.9067859120000001, 4.0932684129999997, 
    5.384615385, 4.7948191849999997, 4.3776546439999997, 5.4151448450000004, 
    1.2696051310000001, 6.4814542409999998, 4.7094344540000002, 
    2.5855062119999999, 1.4246857989999999, 6.2179611299999999, 
    5.4178715000000004, 7.2592077399999999, 5.2309384540000003, 
    5.1996153009999997, 6.6192501029999997, 4.5106387290000001, 
    5.1418747810000003, 7.05360867, 2.3603476030000001, 6.7471762829999999, 
    6.3193178440000004, 1.488297438, 2.1466449600000002, 6.5738159950000004, 
    2.4039162959999998, 5.569295801, 2.2708172590000002, 1.543610258, 
    7.961562034, 3.2165207050000002, 5.8780253050000004, 6.9955182699999998, 
    6.2555044750000004, 7.3726505009999999, 6.79376537, 5.5004762229999997, 
    4.705836927, 5.918338586, 6.9812593520000004, 1.533810508, 
    5, 6.1617631900000003, 6.7705054069999999, 2.7858691310000001, 
    8.2375501460000002, 7.3615251019999999, 5.9194883239999996, 
    4.2742910040000002, 4.5126248130000004, 7.8743478429999998, 
    3.1824324370000001, 1.158994874, 5.3445593950000001, 6.7840862839999998, 
    5.6259660079999998, 8.4620132100000003, 5.9520982389999997, 
    4.318506459, 2.0562417810000002, 5.1949115429999999, 1.680915709, 
    1.15385, 8.1825223909999991, 7.6575474149999998, 6.5708473620000003, 
    6.190210081, 5.0253219470000001, 7.2458117440000001, 3.0120958849999999, 
    4.5642436220000002, 7.2062820749999998, 4.1355582489999998, 
    4.9106872140000002, 5.5803002250000002, 7.0807559590000002, 
    5.2904184990000003, 3.8521292840000001, 5.3370461779999996, 
    2.0369571419999999, 6.8373105890000003, 6.6187984430000002, 
    5.8923860110000001, 5.373544774, 4.8777276829999998, 5.8175734170000002, 
    5.0595977730000001, 7.2517053909999998, 2.621299343, 7.0429857169999996, 
    5.2884503199999999, 4.0483314579999998, 4.424346538, 6.861921562, 
    4.9686301979999996, 2.1511494230000001, 1.5403641859999999, 
    4.2243432729999997, 4.6413842839999999, 7.8778642679999997, 
    7.1922296250000004, 7.2153928949999999, 1.4355589769999999, 
    4.782538647, 6.3364539710000001, 5.9789000720000001, 2.1616298500000002, 
    9.233427313, 6.93327224, 5.6107260300000004, 7.9960487499999999, 
    5.3868020400000001, 5.4359698009999997, 6.4830066930000001, 
    4.8503727039999998, 7.4893087420000004, 4.6981545750000002, 
    5.6530237169999999, 2.247889034, 3.7853411719999999, 4.7127170530000004, 
    8.1426168509999997, 2.3362685139999999, 8.4846956910000007, 
    7.0034630089999999, 5.2671343610000001, 5.0211620679999998, 
    5.861165841, 1.799976561, 3.519402565, 4.6434492540000001, 
    5.5083228169999998, 6.1399702749999996, 6.19084827, 1.801775551, 
    5.6103619880000002, 2.6092831589999999, 4.9922584829999996, 
    4.6920853239999998, 6.9017271630000003, 1.2143076939999999, 
    7.3980888949999999, 5.2040755320000001, 5.5198820470000003, 
    8.4043926360000007, 3.2154643169999999, 6.2482735859999998, 
    7.326789979, 3.8559213990000001, 7.7267747059999996, 3.6939359820000002, 
    2.2396554430000002, 3.4938634660000001, 8.7079987770000002, 
    4.118611595, 6.1551873439999998, 1.489856898, 2.044822683, 
    4.5057380919999996, 6.9056207240000003, 3.916359833, 5.9460161039999999, 
    3.9029492370000001, 5.384615385, 4.7948191659999999, 4.2910196230000004, 
    5.4151448450000004, NA, 6.3897355510000002, 4.7094344540000002, 
    2.481356924, 1.304097192, 6.2179611299999999, 5.2765313579999997, 
    7.3518693620000004, 5.2401697069999997, 5.1272644679999999, 
    6.5522960100000001, 4.5106387290000001, 4.9793612789999999, 
    7.1253361740000001, 2.392876223, 6.7310288099999998, 6.2837646600000001, 
    1.488297438, 2.2024872219999998, 6.5176205490000001, 2.3609678399999998, 
    5.6759406109999997, 2.4370781899999998, 1.543610258, 7.8969798410000003, 
    3.2165207050000002, 5.7497748939999997, 6.771918264, 6.1882772790000002, 
    7.3490128029999999, 6.8583570959999998, 5.6083362929999998, 
    4.7005807710000003, 5.9516991839999998, 6.9972763020000004, 
    1.60826699, 5, 6.1275532110000004, 6.7062579580000001, 2.7858691310000001, 
    8.0298490739999995, 7.3215642509999999, 5.7656808699999997, 
    4.2468123359999996, 4.5146827260000002, 7.9491605569999999, 
    2.4305244689999999, 1.158994874, 5.3445593950000001, 6.633879114, 
    5.9128750820000002, 8.5209789560000004, 5.9556440979999996, 
    4.2193901, 2.0634457670000002, 5.217813027, 1.4164218639999999, 
    NA, 8.4573636519999997, 7.5723517530000004, 6.5931503789999999, 
    6.2065312339999998, 4.9512733029999998, 7.3136654190000003, 
    3.0604780680000001, 4.4920087070000001, 7.1851801169999998, 
    4.1703864450000001, 4.8804557439999998, 5.6462914450000001, 
    7.1299429569999999, 5.3487981629999997, 4.1687196179999999, 
    5.0390138459999996, 2.0369571419999999, 6.838297968, 6.6467748929999999, 
    5.8923860110000001, 5.2919362940000001, 4.9530910889999999, 
    5.872094733, 5.0044165669999998, 7.1878425449999996, 2.51928113, 
    7.0248191760000003, 5.3085513300000002, 4.0141956350000001, 
    4.4154909309999999, 6.7408815549999996, 4.897330052, 2.2205606150000001, 
    1.5403641859999999, 4.2714195310000003, 4.6223397320000004, 
    7.8903272969999998, 7.1844204190000003, 7.133768431, 1.4355589769999999, 
    4.801251658, 6.4616816889999997, 5.9789000579999998, 2.066268666, 
    9.3050969479999992, 6.93327224, 5.6214901230000001, 8.0772223820000004, 
    5.4412411189999998, 5.4942418829999999, 6.4097507130000002, 
    4.8666123680000002, 7.4618569130000001, 4.6605905649999997, 
    5.7741490049999999, 2.176339306, 3.7645758890000001, 4.5691239729999999, 
    7.9634642250000001, 2.5329367170000001, 8.4695747919999995, 
    7.0007630919999997, 5.1282312870000002, 5.216712824, 5.7943594020000004, 
    1.950419863, NA, 4.6434492540000001, 5.3360939780000001, 
    6.2449737450000002, 6.1262869950000001, 1.801775551, 5.5352419629999998, 
    2.6092832549999998, 5.1240211450000004, 4.6349945879999996, 
    6.9017271630000003, 1.2143076939999999, 7.4050431049999998, 
    5.172074995, 5.5198821469999997, 8.4898278279999992, 3.1920500180000002, 
    6.2690373629999998, 7.3846139089999996, 3.7007961640000002, 
    7.8301990840000002, 3.722060945, 2.306590146, 3.6016061590000001, 
    8.8319941190000009, 4.1143180399999997, 6.208105271, 1.658986651, 
    1.7884124260000001, 4.7380581360000003, 7.080713813, 4.0053479139999997, 
    6.0529045310000003, 4.3506362479999998, 5.384615385, 4.9932480740000003, 
    4.6480856949999998, 5.4045710800000002, NA, 6.4708635149999996, 
    4.3500328259999996, 2.711832051, 1.449741218, 5.7674283659999999, 
    5.6520400869999996, 7.5719220089999997, 5.9356413190000001, 
    5.4389351320000001, 6.659495969, 4.5106387290000001, 5.4318337469999998, 
    7.8917248239999997, 2.511069258, 6.8710196249999997, 6.1370442729999999, 
    2.8868183219999999, 2.2736368859999998, 6.7632690269999998, 
    2.641286837, 5.6809597309999997, 2.3131106469999998, 2.969490306, 
    8.0267956009999999, 3.445054469, 5.8161508680000003, 7.2014145039999997, 
    6.1778877689999998, 7.3290325090000001, 6.9937936010000001, 
    5.569474488, 5.4954560150000002, 6.6005142699999997, 6.8521857739999996, 
    1.791809886, 4.8256950270000001, 6.2227113349999996, 6.7402714499999998, 
    2.7116409909999999, 8.6043694580000007, 7.5768414149999996, 
    5.8971933620000003, 4.48590366, 5.5456305859999997, 7.7012596599999998, 
    2.4305244689999999, 2.151030451, 5.622337173, 7.6595201389999996, 
    5.9128750820000002, 8.7117658910000007, 6.4017695999999997, 
    4.3412520819999996, 2.4099981760000002, 5.6860688369999997, 
    1.310746129, NA, 8.5127891669999993, 7.4885811430000002, 
    6.4893059449999999, 5.7788529390000001, 7.0928850880000001, 
    7.7800159349999998, 3.0729478860000001, 4.6621887830000004, 
    7.610664356, 4.403297963, 5.2712542060000001, 5.8468920029999998, 
    7.068280991, 5.1891470240000004, 4.5611473690000004, 5.1157743609999997, 
    2.0369571419999999, 5.7240904800000001, 6.7366049109999997, 
    5.6188048940000002, 5.4688256849999997, 5.0583819600000002, 
    5.8890111059999999, 5.3083943009999999, 7.3505803140000001, 
    3.2942551240000002, 7.4112723970000003, 5.3919756779999997, 
    3.9990084069999998, 4.788907011, 7.4435196650000002, 4.8035958680000004, 
    2.361291112, 1.28395393, 4.5372470610000004, 4.7996739169999998, 
    7.9037599350000001, 7.3550790160000004, 7.0282628010000003, 
    3.2526938030000001, 4.5539137480000003, 6.3659189700000001, 
    6.4051854749999997, 2.5236927470000001, 9.2103244439999994, 
    6.6482222699999998, 5.2417195159999999, 8.4218906340000004, 
    5.4662687070000002, 5.5394907079999998, 6.3918499820000001, 
    5.4635666939999998, 7.4851847300000003, 4.7829768010000002, 
    5.7415325660000001, 2.6526724509999999, 4.0264010649999999, 
    4.6514450299999996, 7.9634642250000001, 3.1913151000000002, 
    8.9715958059999998, 7.2773266750000003, 5.4288466350000002, 
    5.2665857819999999, 5.8165911350000004, 2.3349166119999998, 
    NA, 4.4219323470000003, 5.3360939780000001, 6.3616504589999998, 
    6.1755559279999996, 1.801775551, 6.1860357490000002, 2.8211828319999999, 
    5.5149550139999999, 4.794929132, 6.9017271630000003, 2.5775638409999999, 
    7.7021198640000001, 5.9528673269999999, 5.8002035410000001, 
    8.7980505319999995, 3.4466551189999999, 6.1818032350000003, 
    7.215241893, 3.749573544, 7.7569067, 3.438147555, 2.6652816430000001, 
    3.7729025649999999, 9.0031748070000006, 4.0810180129999996, 
    5.8973356790000002, 1.6330120640000001, 1.7884124260000001, 
    4.0844572599999998, 6.8192634930000002, 3.8799265329999999, 
    5.6950934110000002, 3.7017752700000002, 5.384615385, 4.7734558629999997, 
    4.3219127630000003, 5.4045710800000002, NA, 6.3678721429999996, 
    4.4818692789999997, 3.3302666830000001, 1.449741218, 6.2876087250000001, 
    5.2979238000000004, 7.2796280690000001, 5.4337286540000003, 
    5.3534976910000003, 6.4718413879999996, 4.5106387290000001, 
    4.7119727359999999, 7.7329014159999998, 2.7019823820000002, 
    6.4202296700000003, 6.3390644749999998, 3.1702380739999998, 
    2.2210323700000001, 6.4861424579999998, 2.5225743029999999, 
    5.667038861, 2.3074526980000001, 1.543610258, 7.9330255249999997, 
    3.1439065500000001, 5.4431694070000001, 4.5389435630000001, 
    5.9535651789999999, 7.3841088729999997, 6.6873890999999999, 
    6.4429282199999998, 4.6280713540000002, 5.7512827910000004, 
    6.8887467869999996, 1.5661121220000001, 4.841959363, 5.8301562889999996, 
    6.567970152, 2.7116409909999999, 8.0579581900000008, 7.1845751489999996, 
    5.7641346709999999, 4.0085921759999996, 5.3912854159999997, 
    7.6835642310000001, 2.4305244689999999, 0.77266324900000005, 
    5.515670997, 7.6595201389999996, 5.422106254, 8.5049535259999995, 
    6.022013179, 3.9812917919999999, 1.895943049, 5.264671441, 
    1.289378608, NA, 8.7346435529999997, 7.1404084609999998, 
    6.0393957690000004, 5.3078668640000002, 7.3715617839999998, 
    7.6017091060000004, 3.0756085440000001, 4.4552083969999998, 
    7.1639250250000002, 4.6129064780000002, 5.6169018370000003, 
    NA, 7.119418112, 5.1891470240000004, 4.3284576259999996, 
    NA, 1.2898006310000001, 5.6393283480000003, 6.687691761, 
    5.8404856230000002, 5.0745475390000001, 4.7432560390000003, 
    6.0203680860000004, 5.0863419009999999, 7.1303137210000003, 
    2.5070821259999998, 7.1661650950000002, 5.3304551519999999, 
    3.7425981510000002, 4.9917891579999996, 6.91211851, 5.1165648150000003, 
    2.3958408320000002, 1.28395393, 4.4589541620000004, 4.7298619669999997, 
    8.1182464559999996, 7.1846117559999998, 6.9355870849999999, 
    2.2774451099999999, 4.7210272729999998, 6.3405486839999998, 
    6.4249807289999996, 2.2386427769999999, 9.1264645009999992, 
    7.3861743679999998, 5.682548712, 7.9539381489999998, 5.6540444819999998, 
    5.3617619840000001, 5.9950730779999999, 5.2056350809999996, 
    7.1540522280000003, 4.7092790539999996, 5.7415325660000001, 
    2.4216255549999999, 3.7784915520000002, 4.2873434880000003, 
    7.9634642250000001, 3.1913151000000002, 8.5503921700000003, 
    6.7347217779999999, 4.7214197459999996, 4.9776621250000002, 
    5.5950742279999996, 2.2362211520000002, NA, 3.9844196030000001, 
    5.3360939780000001, 5.8734154969999999, 5.8397109, 0.27777777799999998, 
    6.1392027999999996, 2.733071491, 5.1013587109999996, 4.6627133450000002, 
    6.6687530869999998, 3.1964270020000001, 7.359592181, 5.3554644429999998, 
    5.3903340499999999, 8.4029225249999993, 3.331741343, 6.3168223660000002, 
    7.2388216679999999, 3.6212456890000002, 7.5249287349999996, 
    3.3893966959999999, 2.4146102730000001, 3.7776668779999998, 
    8.7317599690000005, 4.0871930570000004, 3.2166762470000001, 
    1.613342649, 1.908586603, 3.0848806390000001, 4.0275688799999996, 
    4.0111020990000004, 5.2929357870000002, 3.3423855919999998, 
    4.3671384719999997, 4.9544546079999998, 1.839213263, 5.7146093139999996, 
    NA, 6.0572060319999999, 4.2169880539999998, 1.472008626, 
    NA, 4.40948619, 4.6682735089999996, 6.147173005, 4.9916105140000004, 
    5.342920865, 6.018147838, 2.1306611370000001, 1.1190300310000001, 
    4.5668202820000001, 2.8234754120000001, 6.4654285280000003, 
    3.6227440569999998, 0.76923076899999998, 1.848653793, 5.3958257659999997, 
    2.332300327, 5.0713774899999997, 0.38461538499999998, 0.76923076899999998, 
    8.0067985499999992, 3.354952361, 5.187285353, 4.4523411470000003, 
    6.8610338210000004, 6.8377112039999997, 5.8525077129999996, 
    6.1697549900000004, 3.2491612559999998, 4.1733470260000001, 
    6.7063955530000001, 1.5823764570000001, 4.4803384729999998, 
    7.0109644449999999, 6.1475642180000003, 2.695113283, 7.0915014559999996, 
    6.7226556960000003, 5.5932241500000002, 3.9773114500000002, 
    4.9110553360000004, 7.461471532, NA, 0.38461538499999998, 
    5.2661122750000002, 4.3091457689999997, 5.0642826440000004, 
    8.7391471650000003, 5.5809883490000001, 3.470674051, 2.0242449300000001, 
    2.9336522010000001, 0.94550304600000001, NA, 8.6673238240000003, 
    6.5758160400000003, 5.7410109690000004, 4.7018583229999997, 
    5.6958272010000002, 7.6171584189999999, 2.5273471669999998, 
    4.2828568750000002, 7.4781680819999998, 4.1390249150000002, 
    4.6153055500000004, NA, 6.6120099459999997, 5.130920272, 
    5.1219144480000001, NA, NA, 4.9133217250000003, 6.2261760840000004, 
    5.4939939840000003, 1.815026781, 4.5791334829999997, 5.9424776560000003, 
    2.5775159990000001, 6.6994223809999998, 2.4033239219999998, 
    6.7503514190000002, 4.1281259199999996, 3.1342208359999999, 
    4.2935498030000003, 5.9716984220000002, 5.0515117610000004, 
    2.3851355910000001, 1.259693333, 4.0615154589999998, 4.6537391250000004, 
    7.6276759570000001, 6.5884592340000001, 6.8642613250000002, 
    0, 3.751940721, 5.906866129, 6.7709538690000004, 2.2866053750000002, 
    7.7264972849999998, 4.7864717969999999, 5.1543567469999996, 
    8.0777817850000009, 2.3270529770000001, 4.6003223919999998, 
    5.7626619520000002, 4.9158881990000003, 6.3222912300000003, 
    3.8818440399999998, 5.5994656660000004, 2.5720236160000001, 
    3.9327511249999998, 3.7640643890000001, NA, 3.582777541, 
    8.5171985200000009, 6.3876895339999997, 4.3141355880000001, 
    5.0524823110000003, 5.1997584300000002, 5.0998933150000001, 
    NA, 2.4325151570000001, 3.953150994, 5.4995810799999996, 
    5.8153233640000002, 1.580526576, 5.6822199930000004, 3.2252961130000002, 
    3.3897229270000002, 3.1209699419999999, 6.611584841, 0.49524102599999997, 
    5.9093399079999998, 4.7154406980000001, 5.9954094219999998, 
    6.1529171060000003, 2.7911469759999998, 5.6297613489999998, 
    8.1989060350000003, 4.798965323, 7.3804540149999998, 3.284260502, 
    2.3719761670000001, 3.550798801, 6.5872535340000002, 2.3028489529999998, 
    3.4237337160000001, 1.5989972139999999, 2.5032326, 3.3731468769999999, 
    4.1884141169999998, 3.5098481600000002, 5.3541165590000004, 
    3.4068087509999998, 4.3671384719999997, 5.3851828700000004, 
    1.981128931, 5.7705072150000003, NA, 6.1610769440000004, 
    4.1499762120000003, 1.678146626, NA, 4.3527478259999999, 
    5.1060398969999996, 6.2657390050000004, 5.108704006, 5.4410655549999998, 
    6.0207584089999999, 2.1840628099999999, 1.151626013, 4.4900119470000002, 
    2.7828292760000002, 6.5082477130000003, 3.6673026750000002, 
    0.76923076899999998, 1.8767122439999999, 5.4059354659999999, 
    2.092410154, 5.8204882529999997, 0.38461538499999998, 0.76923076899999998, 
    8.0466893969999997, 3.3313730029999999, 5.1446787550000002, 
    6.3359532009999997, 5.5726200879999999, 6.8756410050000003, 
    6.0506312940000004, 6.0583585040000001, 3.4783419609999999, 
    4.5140458710000004, 6.6351651089999999, 1.519913039, 4.4803384729999998, 
    7.0308141810000002, 6.2079302289999996, 2.774515235, 7.154842876, 
    7.2027188750000004, 5.5789494680000002, 3.9781915510000001, 
    4.9651369169999997, 7.4412796800000001, NA, 0.38461538499999998, 
    5.2606552879999997, 4.2741570419999997, 5.3376747809999996, 
    8.6615922829999992, 5.6949117410000003, 3.4909192130000002, 
    2.09932835, 2.9161603020000002, 1.0439310989999999, NA, 8.6268827730000002, 
    6.9936016289999996, 5.9857089930000003, 4.7945465780000003, 
    5.4926141849999999, 7.6471674900000002, 2.5599926649999998, 
    4.3432116799999996, 7.6079240300000004, 4.1421577369999998, 
    4.4509517750000001, NA, 6.4610659479999999, 5.2789601609999997, 
    4.8975302379999999, NA, NA, 4.9188949559999999, 6.2441842569999997, 
    5.0277243479999996, 1.6051824530000001, 4.5867957879999999, 
    5.9622840559999997, 2.7601419260000002, 6.6745400850000003, 
    2.5691481, 6.7013811710000004, 4.2505081110000003, 3.1821278820000001, 
    4.3718520830000003, 6.0162048119999998, 4.9220935060000004, 
    2.4090763869999998, 0, 3.8578650350000001, 4.713720812, 7.6741110959999999, 
    6.7168779900000004, 6.9535318899999998, 0, 3.6630706129999999, 
    5.8960264430000002, 6.7486803269999998, 2.2630383159999998, 
    7.7752525730000004, 4.7864717969999999, 5.424052638, 8.1499423279999998, 
    2.3989171950000001, 4.5548841649999998, 5.8897902909999997, 
    4.9068688309999997, 6.3407661209999997, 3.746005641, 5.5448347020000002, 
    2.8559460300000001, 3.921128446, 3.8096692499999998, NA, 
    3.4144958349999999, 8.5161307419999996, 6.6106663709999998, 
    4.4671522230000003, 5.1428819590000003, 5.2517166299999998, 
    5.101092016, NA, 2.4396132970000002, 4.1769602580000003, 
    5.5527822740000001, 5.9731837409999997, 1.7003677779999999, 
    5.7888669110000004, 2.7139604209999999, 3.4647937959999999, 
    3.1807186679999999, 6.7930720280000001, 0.49524102599999997, 
    5.9503438129999999, 5.0824318269999997, 6.0476608870000002, 
    6.2356110149999999, 2.8136214009999998, 5.506285589, 8.1956522219999997, 
    4.793424184, 7.7477577740000001, 3.3876298189999998, 2.2164310340000002, 
    3.565054269, 6.6491463179999997, 2.3750631809999998, 3.6753381740000002, 
    1.7910637869999999, 2.5032326, 3.5929511349999999, 4.9528008100000003, 
    2.9697259169999999, 5.3545640670000001, 3.3304551029999998, 
    4.3671384719999997, 5.3994734710000003, 2.0032657899999999, 
    5.6162065449999998, NA, 6.0940651020000001, 3.4538325470000002, 
    2.236927772, NA, 4.3181317930000001, 5.0143070769999998, 
    6.463393355, 5.1247507710000004, 5.3425627210000002, 6.3315032039999997, 
    2.275777379, 1.1647786689999999, 4.5137498489999999, 2.5775228289999998, 
    6.5180636830000003, 3.4555894810000001, 0.76923076899999998, 
    1.767430396, 5.7572347529999996, 2.1898247390000001, 4.8844419950000004, 
    0.38461538499999998, 0.76923076899999998, 7.7424710010000002, 
    3.3352234219999999, 5.2293603649999998, 6.3142308250000001, 
    5.4320614249999997, 6.9410234380000002, 6.1662015229999998, 
    5.9526220429999999, 3.5615274299999999, 4.6794150129999998, 
    6.7918025579999997, 1.651786676, 4.4803384729999998, 5.4424355259999997, 
    6.3268188600000004, 0.76923076899999998, 7.0172702899999999, 
    7.2764650560000002, 5.5494741330000004, 4.0059698619999997, 
    5.0504181609999996, 7.4223412140000002, NA, 0.38461538499999998, 
    5.2251812129999999, 4.1841000209999999, 5.3743835039999999, 
    8.6262312160000008, 5.8061764680000003, 3.5527375380000001, 
    2.152356079, 2.911528031, 1.0372643580000001, NA, 8.5233373369999992, 
    7.4878339660000002, 6.1016283629999997, 4.8002579570000004, 
    5.4571001580000003, 7.7356650800000004, 2.5633321580000001, 
    4.5201958290000004, 7.7636787490000003, 4.2324697750000002, 
    4.3583091659999997, NA, 6.3691626250000004, 5.4675539190000002, 
    4.9497315689999999, NA, NA, 4.9106834509999997, 6.3388796660000004, 
    4.7785384320000004, 1.522755061, 4.7403283780000001, 5.9662068450000003, 
    2.6828508279999999, 6.7454104260000003, 1.4549875590000001, 
    6.6617886799999999, 4.2006982080000004, 3.1959729800000001, 
    4.2889705390000001, 6.1516728140000003, 4.7542655399999996, 
    2.421912098, 0, 3.963218473, 4.6925268129999997, 7.6138912559999996, 
    6.7151770730000004, 6.9834931249999999, 0, 3.6836081940000001, 
    5.9279899980000001, 6.6685221959999996, 2.313606815, 7.6907658019999996, 
    4.7864717969999999, 5.3422679630000003, 8.4590574780000001, 
    2.2946656299999999, 4.5056974299999997, 6.2000251979999996, 
    4.9461453879999997, 6.5494726700000001, 3.7960610080000001, 
    5.55950247, 3.0312707479999998, 3.8190025869999999, 3.8064461729999999, 
    NA, 1.969066669, 8.5797774310000001, 6.5527773600000003, 
    4.8434036809999998, 5.1560508289999998, 5.3207326860000004, 
    5.0203876479999998, NA, 2.3997394889999999, 4.0915896260000002, 
    5.7986086239999999, 6.034399348, 1.577010813, 5.7562203949999997, 
    2.1665915729999998, 3.3829191019999998, 3.0619909380000001, 
    6.7288847199999999, 0.49524102599999997, 5.9845815690000004, 
    4.9221294990000004, 6.2984236449999997, 6.2681467120000001, 
    2.8755679070000002, 5.3133827660000001, 8.428347316, 4.8003063060000004, 
    7.8157390449999999, 3.492941611, 2.223588264, 3.5146088459999998, 
    6.7724921709999997, 2.4587928570000002, 3.624133235, 1.7630283899999999, 
    1.488664701, 3.8163325100000001, 5.0240988739999999, 3.2357947949999999, 
    5.5947183359999997, 3.741078371, 4.3671384719999997, 5.2674172439999998, 
    1.540974514, 5.1431235380000002, NA, 6.1471056519999996, 
    2.5997025709999999, 2.0662908440000001, NA, 4.3154414760000002, 
    4.6936654000000004, 6.3912638060000004, 5.0911809420000003, 
    NA, 6.3791660639999996, 1.8105066869999999, 1.5006417919999999, 
    NA, 2.4726594710000001, 6.6111550269999997, NA, 0.76923076899999998, 
    1.6696445390000001, 5.7244884320000002, 1.6471844579999999, 
    4.6175352609999996, 0.38461538499999998, 0.76923076899999998, 
    7.7618099880000004, 3.037489721, 4.9460633859999996, 6.3857802039999996, 
    5.5001887629999997, 6.9677348520000004, 5.8665326279999999, 
    5.965104899, 3.6247174379999998, 4.9599162970000004, 6.8725570820000002, 
    1.3935065369999999, 4.4803384729999998, 5.8332484119999997, 
    6.5471503809999998, 0.76923076899999998, NA, 7.4122146300000002, 
    5.8854648230000004, 3.8495898569999998, 5.4538260530000002, 
    7.8026907149999998, NA, 0.38461538499999998, 5.1804674100000003, 
    4.230769231, 5.6190697160000003, 8.372233284, 5.9299380429999999, 
    3.3129552539999998, 2.046222904, 3.0672568400000002, 1.0095830560000001, 
    NA, 8.3379444700000001, 7.7255148309999999, 6.2204894880000001, 
    4.8134450940000004, 5.5349292090000004, 7.8421977409999997, 
    2.1289490089999998, 4.6366292720000004, 7.6407690239999999, 
    4.2412607729999996, 4.3982082189999998, NA, 6.5123440730000004, 
    NA, 4.6882256919999996, NA, NA, 5.0995934209999998, 6.123052661, 
    4.8375353890000001, 1.393102507, 4.520989127, 5.6225916729999996, 
    2.3293478799999998, 6.8949958929999999, 1.513747878, 6.7871445010000002, 
    4.2183599669999996, 3.1352028669999998, 4.1418019729999997, 
    6.2176490170000003, 4.1790957410000003, 1.9941092010000001, 
    0, 3.8181888769999999, 4.6166186400000004, 7.6544834540000002, 
    7.0764066489999999, 7.077841684, 0, 3.4938873959999999, 6.3967693790000002, 
    6.6778300159999997, 2.2615397719999999, 7.5464212430000002, 
    4.7864717969999999, 5.4689350599999997, 8.2547369889999995, 
    2.239635636, 4.680392909, 6.4128824130000002, NA, 6.6012139479999998, 
    3.5139385330000001, 3.2968115400000002, NA, 3.5636783969999999, 
    4.0320758669999996, NA, 1.969066669, 8.4707841370000008, 
    6.4868945939999998, 5.1258578879999996, 4.8718929759999998, 
    5.4607746969999997, 4.8198815599999998, NA, NA, NA, 5.9518965579999996, 
    6.2073641879999997, 1.5034831719999999, 5.0614744739999997, 
    NA, 3.2551726919999999, 2.9154060550000001, NA, 0.49524102599999997, 
    5.9408620399999998, 4.5712732950000001, 6.4430321060000004, 
    6.1581975939999998, 3.098710987, 5.4699369349999998, 8.4810923789999997, 
    4.7530780909999999, 7.9075073309999997, 3.4580456860000002, 
    1.8523181550000001, NA, 6.5799470299999996, 2.6875738980000001, 
    2.1099246759999999, 1.350171373, 0.38461538499999998, 4.5529388300000004, 
    5.4066137599999999, 3.2144294019999999, 5.7357071529999999, 
    3.8268577779999999, 4.3671384719999997, 5.0079366570000001, 
    1.595692436, 5.2135497739999996, NA, 6.1917920930000001, 
    2.5997025709999999, 1.9903606410000001, NA, 4.4058771270000001, 
    4.750361517, 6.9218467459999999, 5.2982701099999998, NA, 
    6.4713627640000002, 1.9111572450000001, 1.8049708229999999, 
    NA, 1.914232165, 6.6134839369999998, NA, 0, 1.1672202270000001, 
    7.2905865639999998, 1.602811193, 4.5472184660000003, 0.38461538499999998, 
    0, 8.1443549700000002, 3.0219488019999998, 4.7957500910000004, 
    6.487717258, 5.6218380659999996, 7.211216673, 6.1393127300000003, 
    7.0056914829999997, 4.40094765, 6.0342909020000004, 7.0138390250000002, 
    1.919722148, 4.4803384729999998, 5.9377724570000003, 6.521318527, 
    0, NA, 7.9761397540000001, 5.938331603, 4.1819712899999999, 
    5.5739100219999997, 7.8287029710000002, NA, 0.38461538499999998, 
    5.3907476240000003, 4.5454545450000001, 5.7146179290000001, 
    8.981728897, 5.9560069630000001, 4.9270566530000002, 2.1649498060000001, 
    3.0217416830000001, 0, NA, 8.3392390659999993, 7.7330815719999997, 
    6.3327107280000003, 5.9582383979999998, 5.5419680209999997, 
    8.0020741659999999, 2.0513054130000001, 4.6983910790000003, 
    6.9189609650000001, 4.3410820550000002, 5.936069271, NA, 
    6.7597300579999997, NA, 4.7723048070000003, NA, NA, 6.2097452100000003, 
    6.4203763150000004, 4.4576072790000003, 2.6121624400000001, 
    4.3379283620000004, 5.7144125929999996, 2.5501516839999998, 
    7.0377040830000004, 1.820281177, 7.6966963159999997, 4.2620571619999996, 
    3.7054686349999999, 2.5965697369999998, 6.8655674409999996, 
    4.0805490530000004, 1.836539012, 0, 3.7772176449999999, 4.6217387780000001, 
    7.7153678120000002, 7.0936264580000001, 7.6048680270000002, 
    0, 3.5739228949999999, 6.2726162890000001, 7.0803223070000003, 
    2.3701428720000002, 7.2579782059999998, 4.7864717969999999, 
    5.9950420199999996, 8.5793832650000006, 2.2193975410000002, 
    5.2012909670000003, 6.375986427, NA, 6.967466731, 2.9277940689999999, 
    2.3128410279999998, NA, 3.6144337000000002, 4.8335526609999997, 
    NA, 2.3857333349999998, 8.3047466270000001, 6.6419778750000003, 
    6.3540749910000001, 4.8366108690000003, 5.3349210060000001, 
    4.8436789410000003, NA, NA, NA, 5.9880159319999997, 6.2443178140000004, 
    1.3091831629999999, 5.167161138, NA, 3.404672981, 2.8246596689999999, 
    NA, 0.49524102599999997, 6.1757838769999998, 4.6065847690000004, 
    6.0720821799999998, 6.0598699399999996, 3.0079912879999999, 
    5.6442332659999996, 8.3376945469999999, 5.6587183620000001, 
    7.8819706140000001, 4.2864843419999996, 1.99279487, NA, 6.7957876239999999, 
    2.1753228060000001), ef_trade = c(8.2148995100000004, 4.1270248240000003, 
    5.264754044, 3.9825469060000001, 8.1432410040000001, 7.5267209880000001, 
    8.1067325829999994, 7.2165246280000002, 6.6859016679999996, 
    7.4034034719999999, 6.0393725790000001, 7.0899007469999997, 
    7.175739042, 8.2012215620000006, 7.0504345490000002, 6.0265458499999998, 
    6.3325379789999996, 6.9870422210000003, 7.784776849, 7.6795253539999999, 
    7.00029082, 7.0548430399999997, 8.1223549720000001, 6.6041452129999998, 
    6.1107701490000004, 7.3240524389999999, 5.0547705609999998, 
    7.9292484429999996, 7.2007217240000001, 4.6539567870000003, 
    5.1212555670000004, 8.2685630349999997, 6.7088576939999998, 
    6.8107851149999998, 5.5097023409999997, 4.8832247869999996, 
    8.0035618740000007, 5.4801886270000004, 8.1881391850000007, 
    8.2830559029999993, 8.234566268, 8.4615076770000002, 7.9453712940000001, 
    6.4996195590000001, 5.6174472379999996, 7.678362506, 8.4343077470000001, 
    5.056479414, 6.5953659570000003, 8.2329267119999994, 8.1780510589999995, 
    5.6919348769999996, 7.4772582280000002, 8.5631363690000004, 
    8.0484424959999998, 6.4943752400000001, 7.6789586249999999, 
    8.1939379199999998, 5.0767724699999999, 5.7350582990000003, 
    6.4128245880000003, 7.5040849029999999, 7.217558726, 9.3239689899999991, 
    7.9537061219999998, 7.1617108109999998, 5.5726928429999996, 
    6.9971106770000002, 4.5921437120000004, 5.2395579059999999, 
    8.5992064409999998, 8.2119715129999999, 8.2506256820000008, 
    6.8598516639999998, 7.4958389409999997, 7.5792453310000001, 
    6.5229594259999999, 6.6855448129999999, 7.5694569109999996, 
    6.8404102690000004, 7.3189662159999997, 6.8303974590000003, 
    8.350138737, 6.8157393690000001, 6.3358444729999999, 6.188037156, 
    4.7637748499999999, 8.1917084340000006, 8.309030967, 7.956208009, 
    6.7046220810000001, 6.0768996189999998, 7.5371106689999996, 
    6.8749910849999996, 8.4212715750000005, 5.9394478289999997, 
    8.4252984089999998, 7.2595929129999996, 7.4588652450000001, 
    6.7802827639999999, 8.1612791270000002, 6.9312949379999997, 
    6.3921580430000002, 4.9675609270000001, 6.3555146430000002, 
    6.6350415739999997, 8.657087014, 8.6359708840000007, 7.8174392499999996, 
    5.485204757, 5.9042334700000003, 7.5878064250000001, 7.7075754329999997, 
    5.8268427980000004, 8.6968300309999993, 7.1956710819999996, 
    7.2815123399999999, 8.2260855660000001, 7.1272707009999996, 
    7.9134062549999999, 8.3764872189999995, 7.648646029, 8.4415030739999999, 
    6.8385714719999999, 7.0150272669999998, 5.900602321, 6.6650378369999999, 
    7.6017561850000002, 7.7597000459999999, 6.0572694059999996, 
    9.2911766609999997, 8.2820306660000007, 7.8840301759999996, 
    6.7774614230000001, 8.0501406880000008, 5.8910369060000001, 
    2.877140582, 7.2047044360000001, 7.0155110829999998, 8.1982285229999992, 
    7.6369672629999998, 4.912573675, 7.7297098369999997, 6.3622929089999998, 
    6.2063088999999998, 7.1084918730000002, 7.0414356920000003, 
    5.4191457669999998, 7.8411153340000004, 6.911721762, 7.217832757, 
    7.4537164679999997, 6.5583009390000004, 8.2312470090000005, 
    8.4390803309999995, 7.6533283540000001, 7.7931981840000004, 
    3.281311445, 6.2762074400000003, 6.6838471339999996, 6.9722465199999997, 
    5.5613551599999997, 8.1124517439999995, 4.0084319620000004, 
    5.1439979630000003, 3.7307874810000001, 8.2426194870000007, 
    7.6007424400000003, 8.1219470900000008, 7.1030994239999998, 
    6.716868335, 7.4253367519999998, 5.9908622759999997, 7.0899007469999997, 
    NA, 8.2600899400000003, 7.0817567710000002, 5.9249203120000002, 
    6.2672014579999997, 6.8473702459999997, 7.7775687639999997, 
    7.721952656, 6.9012205, 6.9878730180000002, 8.1335863079999999, 
    6.6113674360000001, 6.1043673180000004, 7.3106087530000003, 
    4.9617046499999997, 7.8737616030000002, 7.0484529729999998, 
    4.6539567870000003, 5.1552022150000001, 8.2134217669999998, 
    6.6326166989999997, 6.9149733820000003, 5.4482742249999996, 
    4.710024787, 7.9920571340000004, 5.5829664049999996, 8.1780128399999992, 
    8.2198537839999997, 8.2094306750000001, 8.4156996500000005, 
    8.1824442249999993, 6.5320378840000002, 5.5960870329999999, 
    7.6600977070000003, 8.5385183169999994, 4.9717531929999996, 
    6.6461992900000002, 8.2401586600000005, 8.2480595030000003, 
    5.6919348769999996, 7.3788351890000001, 8.6641688069999994, 
    7.9205846900000001, 6.5143894949999996, 7.636024044, 8.2218446810000003, 
    4.9525281440000004, 6.0585770270000001, 6.4128245880000003, 
    7.7818653189999996, 7.4193701000000001, 9.2270870209999991, 
    7.9088911, 7.1483359100000001, 5.5587942300000002, 6.989431454, 
    4.5337405640000004, NA, 8.7630222349999993, 8.1123426849999998, 
    8.2567741419999994, 7.0395140850000004, 7.4293653400000004, 
    7.6299343080000002, 6.3823206690000003, 6.634142518, 7.5476935569999997, 
    6.7608547229999996, 7.3610440480000001, 6.7392963689999998, 
    8.3464377019999993, 6.8929191479999998, 6.4657556679999999, 
    6.101857646, 4.7637748499999999, 8.1978299860000003, 8.3047847860000008, 
    7.9503080089999996, 6.6091253779999999, 6.000480295, 7.5066360230000004, 
    6.8174428420000002, 8.3830110550000008, 5.9513150430000001, 
    8.3622716809999993, 7.5225618719999998, 7.4382947909999997, 
    6.8582240619999997, 8.1373253640000005, 6.8443716290000003, 
    6.4202002980000001, 4.9638627020000001, 6.3886369419999998, 
    6.7584585720000003, 8.6131671080000007, 8.5730809180000005, 
    7.8121225150000004, 5.485204757, 5.9276463929999998, 7.6545122609999998, 
    7.6497730070000003, 5.7707726209999999, 8.7100618619999999, 
    7.1956710819999996, 7.3080812420000001, 8.2251836560000005, 
    7.3080652600000002, 7.9507358420000003, 8.4205273779999992, 
    7.5627935879999999, 8.4773914520000009, 6.6066428789999998, 
    6.9836175989999996, 5.9704747420000004, 6.5991173219999997, 
    7.5680406250000001, 7.668264711, 5.8212835519999997, 9.2496228390000006, 
    8.3037313699999995, 7.872780122, 6.8712265810000002, 8.0121288610000008, 
    5.8788524869999996, NA, 7.2047044360000001, 6.9605525300000002, 
    8.2755734400000005, 7.54471384, 4.912573675, 7.5191727220000004, 
    6.3604438740000004, 6.2824263309999999, 7.0703710649999998, 
    7.0636579140000002, 5.4463679889999996, 7.8155653789999997, 
    6.8109563580000003, 7.235888374, 7.444597602, 6.5092503900000001, 
    8.2201443609999991, 8.4187144299999996, 7.5359490239999998, 
    7.837795013, 3.323736749, 6.0186011759999998, 6.7829121260000003, 
    6.864875466, 5.6797186340000003, 8.2325191980000003, 4.6629872819999996, 
    5.110450954, 3.5996487780000002, 8.3813336300000003, 7.7124714970000001, 
    8.3221057890000001, 7.1035084880000001, 6.7080905570000002, 
    7.5791724509999998, 6.0333243029999997, 7.1344959000000001, 
    NA, 8.4325939539999997, 7.1711215680000002, 6.246909048, 
    6.6269709409999997, 6.566905384, 7.9075000580000001, 7.6636795739999997, 
    6.9418611370000001, 7.2139262200000003, 8.1764041069999998, 
    6.4804976190000003, 6.2487329760000003, 7.559555231, 5.2366861980000001, 
    8.0079667749999999, 7.0246128800000003, 4.9828777259999999, 
    5.2560045679999998, 8.529288094, 6.7899253110000002, 6.9033566860000004, 
    5.015966551, 5.0720503539999999, 8.1213216510000006, 5.9360326160000003, 
    8.0538184029999993, 8.4854687979999994, 8.4220858570000008, 
    8.6066731870000002, 7.9473345269999998, 6.2447772290000003, 
    5.9110480729999999, 8.0072763719999998, 8.5438481250000002, 
    4.975526414, 6.5534563800000001, 8.3208612469999998, 8.4307445530000003, 
    5.8464997910000003, 7.6555057800000004, 8.6446545179999994, 
    8.0840216799999993, 6.3796352069999998, 8.0300219810000009, 
    8.1615468549999992, 4.7032374109999999, 6.1752259069999997, 
    6.4859690319999999, 8.0080977489999992, 7.3819412499999997, 
    9.4842140070000003, 8.3696137200000003, 7.1333425019999996, 
    5.5677825849999998, 7.263256503, 2.9882252230000002, NA, 
    8.8492198559999995, 8.2654654589999996, 8.2650067739999997, 
    7.1139084319999997, 7.8153144560000003, 7.8910208319999997, 
    6.0730579609999999, 6.6104865459999997, 7.7352725339999999, 
    6.8897421630000002, 7.4787289990000003, 6.821242614, 8.4932839659999999, 
    6.7699929550000002, 6.6422603630000001, 5.5533213679999998, 
    4.7017911879999996, 8.048655106, 8.5748020480000005, 7.9122127019999997, 
    6.7633036369999999, 6.0318200810000002, 7.5562207800000003, 
    6.9695823199999998, 8.5332346529999992, 6.5771623730000002, 
    8.5463884060000002, 7.5630714619999999, 7.4466163209999996, 
    7.2156370450000002, 8.4085253820000005, 6.6051342819999999, 
    6.4856440150000001, 5.1068607290000001, 6.8509544709999997, 
    6.7217518800000002, 8.7469551410000008, 8.8107153119999992, 
    7.5848725630000002, 5.7001829400000004, 6.0348065139999996, 
    7.1617206590000002, 8.0529249899999993, 5.8210567409999996, 
    8.5848396129999998, 7.065311297, 6.9960852539999996, 8.4160604560000003, 
    7.0841380970000003, 8.0359224129999998, 8.3884270430000001, 
    7.9424267149999999, 8.5155551549999995, 6.0883019940000001, 
    6.68582067, 6.2073318390000001, 6.9048564299999997, 7.659238856, 
    8.1227832899999992, 6.178007569, 9.4938613190000005, 8.6753358489999997, 
    8.089776853, 6.8766456949999997, 8.1275824720000003, 5.7702774440000004, 
    NA, 6.9412713339999996, 6.9630858629999999, 8.4809452449999991, 
    7.4656894510000003, 4.5078444580000001, 7.6831098210000004, 
    6.3037250919999996, 6.0276696249999997, 7.1091214039999997, 
    7.073519847, 6.0166620469999996, 7.9133349319999997, 7.3385716499999996, 
    7.3487025680000002, 7.4739410470000003, 6.1387898930000002, 
    8.2193823740000003, 8.4609512599999999, 7.573566263, 7.5855191099999999, 
    3.2112420020000001, 6.1770271919999997, 7.011853522, 7.3952115840000001, 
    5.9091212979999996, 7.7057708610000004, 4.8956724119999997, 
    5.9494410310000001, 3.847959135, 8.0796465919999996, 7.5645291710000002, 
    7.8158719550000004, 6.9149121290000002, 6.6063953729999998, 
    7.6744396950000002, 6.7247180899999996, 7.5907408869999999, 
    NA, 8.0337858709999992, 7.0673577539999997, 6.7895835450000002, 
    6.5574185370000002, 7.3870052729999998, 7.4908540219999997, 
    7.2554201689999998, 7.134215169, 7.5645309029999996, 7.7788518370000004, 
    6.6002206640000001, 6.5148567540000002, 7.8824900580000001, 
    5.991979798, 7.653907459, 7.3073395540000003, 5.2481457650000003, 
    5.0801937949999996, 8.2931745530000001, 6.7432245960000001, 
    7.5579392739999998, 5.8965167550000004, 5.3635764100000003, 
    8.0960702970000007, 6.3399243380000003, 7.6770896310000003, 
    7.6953756809999998, 7.710023327, 8.3154126070000007, 7.9172570479999997, 
    7.2059455400000001, 6.5563869590000001, 7.6012853739999997, 
    8.2514385560000001, 5.2881513140000003, 6.4027041599999999, 
    7.996062641, 7.9814431160000003, 6.3288752160000001, 7.7896016550000002, 
    8.6438439050000007, 7.8091996410000002, 6.6749430910000003, 
    7.7451368540000001, 8.2493732630000007, 5.19200105, 5.3933603720000001, 
    7.0965740750000004, 7.9045418319999996, 7.6108765189999996, 
    9.2340582560000009, 7.7744540219999996, 6.7407850519999997, 
    6.0895506230000001, 7.359697315, 4.1311491880000002, NA, 
    8.6857305769999993, 8.1091682949999999, 7.6922109269999996, 
    7.441374036, 7.761584214, 7.8882314180000002, 5.6882704249999998, 
    6.7396094040000003, 7.466491703, 7.3955446199999999, 6.8239587239999997, 
    NA, 8.1906894119999993, 7.1632163860000002, 6.0492017469999997, 
    NA, 5.5090021929999997, 7.7176766109999999, 8.2729007410000008, 
    7.7781152240000004, 6.9643944859999998, 6.3366445379999998, 
    7.7347158980000001, 6.8419345290000004, 8.1441899010000007, 
    6.1475602389999997, 8.4938672400000002, 7.3520410079999996, 
    7.1016404770000001, 7.1784099169999998, 7.9640156360000001, 
    7.1487858099999997, 6.6591585230000003, 5.6817580569999997, 
    6.5042353119999996, 6.4693799050000003, 8.5384433909999995, 
    8.6099486229999993, 7.8354112469999997, 5.4554699319999997, 
    6.995687255, 7.483226374, 8.1232812259999996, 6.3944604810000003, 
    8.5745022019999997, 7.6586670100000003, 7.3416222810000002, 
    8.4367170040000001, 7.5659566470000001, 7.6134777810000003, 
    7.9488756360000004, 7.6804026219999999, 8.0010914819999996, 
    6.36092397, 7.2280540589999998, 6.7900261259999999, 6.9812800829999997, 
    7.3577404880000001, 8.4373549479999994, 6.8373382679999999, 
    8.8350913809999998, 7.9693306890000004, 7.479489085, 7.2059931539999997, 
    7.7676324220000001, 6.2908904769999996, NA, 7.07798704, 6.6440332790000003, 
    7.9020019909999997, 7.2638046950000001, 3.5717523779999998, 
    7.8755968110000003, 5.9452945679999996, 7.0256285270000003, 
    7.1399200599999997, 7.3522569119999996, 6.7198172400000002, 
    8.1063535039999994, 7.1342497529999997, 7.0465862479999997, 
    7.8069239509999999, 6.9196461290000002, 8.3631568460000008, 
    8.2732050049999994, 7.3747134570000004, 8.0596190550000006, 
    3.319558861, 6.5578035290000001, 6.8986183380000003, 7.4448723430000001, 
    5.5890865639999996, 7.1154220109999997, 5.3067876829999996, 
    6.1416340890000001, 3.7031413280000001, 7.3365579009999999, 
    7.7101835799999998, 7.783021476, 6.7887105300000004, 6.3414817000000001, 
    7.6999112930000004, 6.0441530090000004, 7.3384306429999997, 
    NA, 8.0230287879999995, 7.0554176770000003, 5.8673864059999996, 
    NA, 6.9912433419999997, 7.3117006169999996, 6.8164366950000002, 
    7.0570133720000001, 7.6434535800000001, 7.5654393049999999, 
    6.0018685280000001, 5.5548182129999999, 7.0900813659999997, 
    6.0874125110000001, 7.6543326350000003, 6.583806322, 4.5400802139999996, 
    4.9870836379999997, 8.0269884410000003, 6.6605203739999999, 
    7.353006476, 5.1657598680000003, 5.1768482039999997, 8.1286617309999993, 
    6.374788455, 7.6512457969999996, 7.6439457080000004, 7.9232461519999999, 
    8.1978853170000008, 7.6221571109999999, 7.1397214260000004, 
    6.1527172270000001, 7.1725198649999999, 8.2351245019999997, 
    5.2158335779999998, 6.6088323369999999, 8.3515086079999996, 
    7.943250184, 6.2283173950000004, 7.5042428430000001, 8.4364458790000008, 
    7.7881735929999998, 6.6970353060000001, 7.5781926430000004, 
    8.1870036850000005, NA, 6.1331929650000001, 7.0211924610000001, 
    7.0367761639999999, 7.4986058839999998, 9.3624167580000002, 
    7.6331329139999999, 6.7655758429999997, 6.1742137660000003, 
    6.8098683380000002, 2.5840361770000002, NA, 8.6495025689999991, 
    7.8554348799999998, 7.6147174949999998, 7.2669740279999999, 
    7.3930997999999999, 7.9025239860000003, 5.7298624140000003, 
    6.6550621489999999, 7.5519839209999997, 7.3147928000000002, 
    6.5049444090000001, NA, 8.0628409510000001, 7.0595763509999996, 
    6.141701319, NA, NA, 7.5951693630000001, 8.1266123199999996, 
    7.6798105110000003, 6.1088773329999997, 6.3596817489999999, 
    7.6010701159999998, 6.3626200309999996, 8.1038899759999996, 
    6.2045550760000001, 8.4024026349999996, 7.0186502610000003, 
    6.8135978550000003, 6.8990107500000004, 7.7304872629999997, 
    7.1305657650000001, 6.6069089730000004, 5.5806781000000001, 
    6.3341749810000003, 6.3963966900000004, 8.4651737429999994, 
    8.506678118, 7.7767088329999998, 4.4390313700000004, 6.6773362030000003, 
    7.3709054329999999, 8.2668348260000002, 6.3656163430000001, 
    8.2196732259999994, 7.0198963450000003, 7.0610813590000001, 
    8.4661814609999997, 6.6947345269999996, 7.3513303040000002, 
    7.8896551910000001, 7.7894604640000003, 7.7399739690000002, 
    6.045754305, 7.1198955020000003, 6.1077376020000003, 7.0469204550000004, 
    7.1676661150000003, NA, 6.8736736609999998, 8.8627957189999993, 
    7.8680879450000001, 7.3638974179999996, 7.2040688299999998, 
    7.7184318120000004, 6.8940968099999997, NA, 6.6708250250000001, 
    6.2144550860000001, 7.8727595419999998, 7.2028370869999998, 
    4.3966059939999997, 7.71962115, 6.3036486710000004, 6.5194228509999999, 
    6.9025855619999996, 7.0796758549999996, 6.0797497900000002, 
    7.6726947819999998, 7.0632024629999997, 7.2452081350000004, 
    7.1714781570000001, 6.7020699539999997, 8.1976904229999992, 
    8.5544768779999991, 7.6995272369999999, 7.9932576590000002, 
    3.250722954, 6.4883638279999998, 6.8165347159999996, 6.990353217, 
    5.1323050720000003, 7.1189425269999997, 5.6896949000000001, 
    6.210597302, 5.7058166459999997, 7.385841836, 7.6612954919999998, 
    7.8404644269999997, 6.5409508360000004, 6.3192594780000002, 
    7.8887391969999996, 6.0539179010000002, 7.5774200120000001, 
    NA, 8.1296340550000004, 7.0366815269999998, 5.8461970680000004, 
    NA, 6.9618849379999999, 7.5300451839999996, 6.9967414559999996, 
    7.1087019720000004, 7.7186678259999999, 7.587366297, 5.9820813230000001, 
    5.4693940090000002, 7.0253048400000004, 6.1436562559999999, 
    7.6178424079999996, 6.5754364949999999, 4.6858949680000004, 
    5.0446319549999998, 8.1636423590000007, 6.5870980230000002, 
    7.2687616820000001, 5.1657598680000003, 5.0541824220000002, 
    8.1964620440000004, 6.3571608089999998, 7.5619045759999999, 
    8.1147143330000002, 7.7203394159999998, 8.2920325800000008, 
    7.674368286, 6.9871656770000001, 6.2367094850000004, 7.3325449420000002, 
    8.3138310690000008, 5.0809317529999998, 6.5110449939999997, 
    8.4503257680000008, 7.9904425190000001, 6.1441677490000002, 
    7.5274798519999999, 8.4996319259999993, 7.8702620330000004, 
    6.786878121, 7.5492096909999997, 8.1572573219999995, NA, 
    6.1751144699999996, 7.0130163980000004, 6.8808783489999996, 
    7.6058346910000001, 9.3558609439999998, 7.7237470339999996, 
    6.5657184620000004, 6.2620606519999997, 6.7770925120000003, 
    5.0908532930000003, NA, 8.7357150519999998, 7.9470174949999999, 
    7.7441465029999996, 7.2499093969999997, 7.1090932630000001, 
    7.901939756, 5.3599723209999999, 6.7212957729999996, 7.5990769120000001, 
    7.459695001, 6.4111671499999998, NA, 8.0414571909999992, 
    7.040324107, 6.3545550110000004, NA, NA, 7.6777419929999997, 
    8.2352681329999999, 7.5644340699999999, 5.9272671949999998, 
    6.6517500209999998, 7.6222747660000003, 6.4045986920000004, 
    8.2001072799999992, 6.4258361339999999, 8.3671922940000005, 
    7.028772901, 6.8378840380000003, 6.9248922950000003, 7.7566957949999997, 
    6.9423961250000001, 6.4784016629999996, 1.781688889, 6.5132531910000004, 
    6.3504109839999998, 8.5635882960000007, 8.6644951760000009, 
    7.7843412479999996, 4.3658878640000003, 6.5476168010000002, 
    7.3032443970000003, 8.0994160789999992, 6.2951963209999997, 
    8.2296982970000006, 7.0198963450000003, 7.2144261309999997, 
    8.5613506210000008, 6.7352767269999996, 7.341815693, 8.0155697050000008, 
    7.7725326939999997, 7.792788485, 5.8829389259999996, 7.0990087549999998, 
    7.2589910670000002, 6.945905368, 7.1456229000000002, NA, 
    6.6441587540000002, 9.3370295379999995, 7.9977075549999999, 
    7.4676064809999998, 7.1699988939999999, 7.8069036000000001, 
    6.9255427510000001, NA, 6.640477046, 6.5506295120000004, 
    7.9971886730000001, 7.2242348170000001, 6.2704450720000002, 
    7.6948161659999998, 5.9583241100000004, 6.5809127329999999, 
    6.882299476, 7.3414540849999996, 6.0598052349999998, 7.6465362399999997, 
    7.073580593, 7.2409853929999999, 7.1269761220000003, 6.5526903399999998, 
    8.1185324489999999, 8.6820560919999998, 7.7112838449999996, 
    8.0820602499999996, 3.421800642, 6.3186384479999997, 6.9181458210000004, 
    6.961843537, 5.366772793, 7.2469235259999998, 5.7888297519999998, 
    6.1898306349999999, 6.1263159930000004, 7.6129350929999999, 
    7.5196059679999996, 7.9052100080000001, 6.4842056750000001, 
    6.3503705889999997, 7.9775416960000003, 6.0356430249999997, 
    6.8009270549999998, NA, 8.1942657800000003, 6.3579485900000003, 
    6.0958689829999999, NA, 7.000048466, 7.5593897590000001, 
    7.061737054, 7.1470322660000001, 7.7280842060000001, 7.9415932099999997, 
    6.0631980519999997, 4.9441674610000002, 7.2892361650000002, 
    6.1623602159999997, 7.8366624490000003, 6.5525561860000003, 
    4.6570060790000003, 5.0315761270000001, 8.2499699060000005, 
    6.6761888049999998, 6.9442416580000002, 5.1657598680000003, 
    5.0540824219999996, 8.1504262930000007, 6.3543952560000001, 
    7.6302123249999996, 8.1637398230000002, 7.7904827719999998, 
    8.3811780779999996, 7.7152776750000003, 6.8735126050000002, 
    6.3179402109999998, 7.4477084019999999, 8.4077248440000005, 
    5.2139717660000002, 6.6204894379999999, 8.1283397579999992, 
    8.0872044540000001, 6.0452005729999998, 7.5034022499999997, 
    8.4849170669999996, 7.8913773660000004, 6.9497538719999996, 
    7.5659127210000001, 8.1530748039999992, NA, 6.1751144699999996, 
    7.0099859340000004, 6.8478922610000001, 7.5386592950000004, 
    9.3662105459999996, 7.9512518920000002, 6.4392963979999998, 
    6.2475752179999997, 6.77182643, 5.0513325809999996, NA, 8.8040346980000006, 
    8.2297762970000008, 7.8318373230000002, 7.2021212060000002, 
    7.3726193029999996, 7.890091784, 5.5740982729999997, 6.8473578899999996, 
    7.5964846340000003, 7.5853911109999999, 6.3840549380000002, 
    NA, 8.0487681880000004, 7.1562667649999998, 6.1792532040000001, 
    NA, NA, 7.6492989119999999, 8.3765609879999996, 7.450882698, 
    6.0802696779999996, 6.2557165689999996, 7.4946211759999999, 
    6.4590226739999999, 8.1332490689999997, 6.0069020799999997, 
    8.2936197239999991, 7.0016882650000003, 6.8052508510000003, 
    6.9418247199999996, 7.8786800259999996, 6.7921994220000004, 
    6.5134388630000002, 1.781688889, 6.5561191880000003, 6.4270202559999996, 
    8.5635727549999991, 8.6691172079999994, 7.8248758790000004, 
    4.3658878640000003, 6.3861356999999996, 7.290006107, 8.0548035139999996, 
    5.8479002449999999, 8.2866864769999999, 7.0038470889999997, 
    7.2023958280000002, 8.6284156299999992, 6.6851688429999996, 
    7.4247452740000002, 8.0794531430000003, 7.7587876480000002, 
    7.98870054, 5.8034736929999999, 7.0176240050000001, 7.2350565539999998, 
    6.9842723839999996, 7.1976150199999998, NA, 6.3139282019999996, 
    9.3938712219999996, 8.0594538940000007, 7.6185018949999996, 
    6.9727984169999999, 7.8671393500000004, 6.9116990639999996, 
    NA, 6.5955051530000004, 6.5309170910000001, 8.2442238959999994, 
    7.3712811089999999, 5.9823169859999998, 7.677736533, 5.7300850480000003, 
    6.6646957650000003, 6.8279974210000001, NA, 6.0703607909999997, 
    7.6396108460000001, 6.4431303179999997, 7.3523504300000004, 
    7.1720052560000003, 6.5616654609999996, 8.0956868750000002, 
    8.7820082890000002, 7.7207595539999998, 8.1373003550000007, 
    3.4706988939999999, 6.2837641929999997, 7.0792972260000004, 
    7.1610203209999996, 4.9078222250000003, 7.2435360519999996, 
    6.0970214440000001, 5.8118443610000003, 6.4096008160000002, 
    7.6351268909999996, 7.514359625, 8.0310412459999991, 6.4214356769999998, 
    6.3108928119999996, 7.9215389180000004, 5.9312786920000002, 
    6.6240431989999999, NA, 8.2240844249999991, 6.502846549, 
    5.9483201210000001, NA, 7.0693209560000003, 7.4214422109999996, 
    6.8085977250000003, 7.0115240170000002, NA, 7.68868434, 5.9803245829999998, 
    4.8710533360000001, NA, 6.1636547970000004, 7.863377678, 
    NA, 4.6653394119999998, 4.9860305609999998, 8.2871815889999993, 
    6.5647252959999998, 6.8797496000000002, 5.073648757, 5.0586976369999999, 
    8.1590911209999994, 6.407385112, 7.5947610450000003, 8.2342635180000006, 
    7.8472125439999996, 8.3283492890000002, 7.5387013710000002, 
    6.7405115850000001, 6.2958741600000003, 7.6092741549999996, 
    8.4170638800000006, 5.2699298990000001, 6.6188227709999996, 
    8.1663048360000001, 8.1510350000000003, 6.0452005729999998, 
    NA, 8.5341486470000003, 8.0052366660000001, 6.9079274670000004, 
    7.667340405, 8.2923619179999992, NA, 6.1751144699999996, 
    7.0285852860000002, 7.0476528959999998, 7.625105789, 9.3715835730000006, 
    7.951280637, 6.5415114040000004, 6.2174078189999999, 6.8631139990000003, 
    5.0342386540000001, NA, 8.7025195620000009, 8.2937873789999994, 
    7.8471241310000002, 7.2434190530000002, 7.3643782230000001, 
    7.8706550919999998, 5.7367116859999996, 6.8753590710000001, 
    7.5749387029999999, 7.5430131180000002, 6.3708031890000001, 
    NA, 8.1291790600000002, NA, 6.1229300670000004, NA, NA, 7.6815897819999996, 
    8.3061101189999995, 7.4833567150000002, 6.1968344799999997, 
    6.1671590949999997, 7.0859798789999999, 6.3308518679999999, 
    8.1431732229999998, 5.9390655480000003, 8.3422395869999999, 
    7.0528493450000003, 6.8074126670000004, 6.9871771789999997, 
    7.9314350339999997, 6.5446607639999996, 6.2702000199999999, 
    1.781688889, 6.3229572059999999, 6.5109827280000001, 8.5395693730000009, 
    8.7329653579999995, 7.7961942899999999, 4.3658878640000003, 
    5.70260487, 7.4644367420000002, 8.0046913590000006, 6.3126828210000001, 
    8.2456518610000007, 6.9478470889999997, 7.2224204710000004, 
    8.5618766340000008, 6.6807093650000002, 7.4231895520000002, 
    8.1117996849999994, NA, 8.0626765660000004, 5.5896860459999997, 
    6.1589550400000004, NA, 7.017286876, 7.2694588570000001, 
    NA, 6.1801182509999997, 9.3962676490000003, 8.0565853839999999, 
    7.6299445859999997, 6.9556980079999997, 7.8574217720000004, 
    6.84160273, NA, NA, NA, 8.2604579820000001, 7.3912760000000004, 
    5.9821202500000004, 7.4602824830000003, NA, 6.5263229550000004, 
    6.8568734530000004, NA, 6.0575830130000003, 7.6767508299999996, 
    6.1973869620000004, 7.4509990659999996, 7.156655056, 6.6853247180000004, 
    8.192984418, 8.7441292439999998, 7.7235520580000001, 8.096975402, 
    3.4808342209999998, 6.1860810529999997, NA, 7.1217689860000002, 
    4.8664943459999996, 6.8517903120000003, 5.7509981269999999, 
    5.008327038, 6.759203265, 7.6485471949999999, 7.4723684060000002, 
    8.0316327810000008, 6.4333595260000003, 6.7311195130000003, 
    7.7581441279999996, 5.983191809, 6.6286228210000004, NA, 
    8.1626563450000003, 6.5975132160000003, 6.0519832559999998, 
    NA, 7.1386858330000003, 7.3705814150000002, 7.0693271720000004, 
    7.081897337, NA, 7.682349844, 5.9482049589999999, 4.9346254890000001, 
    NA, 5.9157935679999998, 7.8236698039999997, NA, 4.5151539420000004, 
    4.8685704569999997, 8.6811002970000004, 6.5469779079999997, 
    6.6433403249999996, 5.09698209, 4.8663899439999998, 8.2582449990000004, 
    6.3058560359999998, 7.5654612080000003, 8.2008697959999992, 
    7.8734300020000001, 8.4104228180000007, 7.6314193929999998, 
    7.1356249979999999, 6.4407310889999998, 7.9060304260000001, 
    8.4284116959999995, 5.2193480000000001, 6.5662902660000002, 
    8.1329273900000008, 8.1204554059999996, 5.8529928809999996, 
    NA, 8.7044406540000008, 7.989458087, 6.969363821, 7.6245089000000004, 
    8.3008438029999994, NA, 6.1752644700000001, 7.1166940670000001, 
    7.1277242239999996, 7.6925065679999998, 9.5615300029999997, 
    7.8614657570000004, 6.8730212509999999, 6.2247079950000002, 
    6.8995231849999996, 4.9778019990000004, NA, 8.6734953719999996, 
    8.1977205830000006, 7.8006566350000002, 7.6388129349999998, 
    7.2059039770000002, 7.954823395, 5.5471555549999998, 6.7788145630000001, 
    7.5061839929999996, 7.4854011759999999, 6.7720253020000003, 
    NA, 8.1795572070000002, NA, 5.9094524149999996, NA, NA, 7.9344130540000002, 
    8.3109348349999994, 7.4075179359999996, 6.3435861539999996, 
    6.1810492699999999, 7.1248810669999996, 6.3100908850000001, 
    8.1010798600000005, 6.1450930829999999, 8.3065833270000002, 
    7.0118530100000003, 7.0941546100000004, 6.5129181020000004, 
    8.1037740740000004, 6.4727682160000004, 6.2732102809999999, 
    1.781688889, 6.3673790219999997, 6.3755737029999997, 8.5150470459999994, 
    8.7314874800000002, 7.8048503609999997, 4.3659878640000001, 
    6.4481988550000002, 7.3712893629999998, 7.9611028109999999, 
    6.1253520400000001, 8.0837285170000008, 7.0005137560000001, 
    7.3382246560000004, 8.4259756980000002, 6.6067521740000004, 
    7.5029737699999997, 8.0245978250000007, NA, 8.0837948320000006, 
    5.4508797290000004, 5.9255776969999996, NA, 6.6980708030000002, 
    7.4241694479999998, NA, 5.9815071389999996, 9.385593665, 
    8.0366588120000007, 7.8724661070000002, 6.9309678720000001, 
    7.7596917449999996, 6.9239486289999999, NA, NA, NA, 8.18723913, 
    7.3271197199999998, 5.8272820129999996, 7.5028646419999996, 
    NA, 6.0769034939999997, 6.744968772, NA, 6.045960902, 7.7235560420000002, 
    6.7515887159999997, 7.3727366029999999, 7.0634196920000001, 
    6.583386054, 8.1787278299999997, 8.6002342499999997, 7.9987332489999998, 
    8.0550197949999998, 3.611472215, 5.9068791730000001, NA, 
    6.9834021599999998, 4.6140725759999999), ef_regulation_credit_ownership = c(5, 
    0, 8, 5, 10, 10, 8, 5, 10, 10, 5, 8, 2, 10, 10, 10, 5, 8, 
    10, 8, 5, NA, 10, 10, 5, NA, 5, 10, NA, 5, 2, 8, 2, 8, 0, 
    0, 5, 8, 10, 10, 10, 10, 5, 8, 2, 8, 10, 2, 10, 10, 10, 5, 
    10, 10, 5, 8, 8, 10, NA, 10, 10, NA, 10, 10, 10, 5, 2, 5, 
    0, NA, 8, 10, 10, 10, 8, 10, 8, 10, 8, 10, 8, NA, 8, NA, 
    10, NA, 0, 10, 8, 10, 10, 8, 10, 8, 10, 8, 10, 10, 10, NA, 
    10, 5, 10, 0, 10, 8, 8, 10, 10, 10, 10, 10, 10, 8, 8, 10, 
    8, 10, 8, 8, 8, NA, 10, 5, 8, 8, 10, 8, 5, 2, 10, 10, 5, 
    10, 10, 5, NA, 5, 8, 10, 8, 2, 8, 8, 10, 8, NA, 5, 8, 5, 
    5, 10, 8, 5, 10, 10, 5, 5, NA, NA, 5, 8, 5, 0, 8, 5, 10, 
    10, 8, 5, 10, 10, 5, 8, NA, 10, 10, 10, 5, 8, 10, 8, 5, NA, 
    10, 10, 5, NA, 5, 10, NA, 5, 2, 8, 2, 8, 0, 0, 5, 8, 10, 
    10, 10, 10, 5, 8, 2, 8, 10, 2, 10, 10, 10, 5, 10, 10, 5, 
    8, 8, 10, NA, 10, 10, NA, 10, 10, 10, 5, 2, 5, 0, NA, 8, 
    10, 10, 10, 8, 10, 8, 10, 8, 10, 8, NA, 8, NA, 10, NA, 0, 
    10, 8, 10, 10, 8, 10, 8, 10, 8, 10, 10, 10, NA, 10, 5, 10, 
    0, 10, 8, 8, 10, 10, 10, 10, 10, 10, 8, 8, 10, 8, 10, 8, 
    8, 8, NA, 10, 5, 8, 8, 10, 8, 5, 2, 10, 10, 5, 10, 10, 5, 
    NA, 5, 8, 10, 8, 2, 8, 8, 10, 8, NA, 5, 8, 5, 5, 10, 8, 5, 
    10, 10, 5, 5, NA, NA, 5, 8, 5, 0, 8, 5, 10, 10, 8, 5, 10, 
    10, 5, 8, NA, 10, 10, 10, 5, 8, 10, 8, 5, NA, 10, 10, 5, 
    NA, 5, 10, NA, 5, 2, 8, 2, 8, 0, 0, 5, 8, 10, 10, 10, 10, 
    5, 8, 2, 8, 10, 2, 10, 10, 10, 5, 10, 10, 5, 8, 8, 10, NA, 
    10, 10, NA, 10, 10, 10, 5, 2, 5, 0, NA, 8, 10, 10, 10, 8, 
    10, 8, 10, 8, 10, 8, NA, 8, NA, 10, NA, 0, 10, 8, 10, 10, 
    8, 10, 8, 10, 8, 10, 10, 10, NA, 10, 5, 10, 0, 10, 8, 8, 
    10, 10, 10, 10, 10, 10, 8, 8, 10, 8, 10, 8, 8, 8, NA, 10, 
    5, 8, 8, 10, 8, 5, 2, 10, 10, 5, 10, 10, 5, NA, 5, 8, 10, 
    8, 2, 8, 8, 10, 8, NA, 5, 8, 5, 5, 10, 8, 5, 10, 10, 5, 5, 
    NA, NA, 5, 8, 5, 0, 8, 5, 10, 10, 8, 5, 10, 10, 5, 8, NA, 
    10, 10, 10, 5, 8, 10, 8, 5, NA, 10, 10, 5, NA, 5, 10, NA, 
    5, 2, 8, 2, 8, 0, 0, 5, 8, 10, 10, 10, 10, 5, 8, 2, 8, 10, 
    2, 10, 10, 10, 5, 10, 10, 5, 8, 8, 10, NA, 10, 10, NA, 10, 
    10, 10, 5, 2, 5, 0, NA, 8, 10, 10, 10, 8, 10, 8, 10, 8, 10, 
    8, NA, 8, NA, 10, NA, 0, 10, 8, 10, 10, 8, 10, 8, 10, 8, 
    10, 10, 10, NA, 10, 5, 10, 0, 10, 8, 8, 10, 10, 10, 10, 10, 
    10, 8, 8, 10, 8, 10, 8, 8, 8, NA, 10, 5, 8, 8, 10, 8, 5, 
    2, 10, 10, 5, 10, 10, 5, NA, 5, 8, 10, 8, 2, 8, 8, 10, 8, 
    NA, 5, 8, 5, 5, 10, 8, 5, 10, 10, 5, 5, NA, NA, 5, 8, 5, 
    0, 8, 5, 10, 10, 8, 5, 10, 10, 5, 8, NA, 10, 10, 10, NA, 
    8, 10, 8, 5, NA, 10, 10, 5, NA, 5, 10, NA, 5, 2, 8, 2, 8, 
    0, 0, 5, 8, 10, 10, 10, 10, 5, 8, 2, 8, 10, 2, 10, 10, 10, 
    5, 10, 10, 5, 8, 8, 10, NA, 10, 10, NA, 10, 10, 10, 5, 2, 
    5, 0, NA, 8, 10, 10, 10, 8, 10, 8, 10, 8, 10, 8, NA, 8, NA, 
    10, NA, NA, 10, 8, 10, 10, 8, 10, 8, 10, 8, 10, 10, 10, NA, 
    10, 5, 10, 0, 10, 8, 8, 10, 10, 10, 10, 10, 10, 8, 8, 10, 
    8, 10, 8, 8, 8, NA, 10, 5, 8, 8, 10, 8, NA, 2, 10, 10, 5, 
    10, 10, 5, NA, 5, 8, 10, 8, 2, 8, 8, 10, 8, NA, 5, 8, 5, 
    5, 10, 8, 5, 10, 10, 5, 5, NA, NA, 5, 8, 5, 0, 8, 5, 10, 
    10, 8, 5, 10, 10, 5, 8, NA, 10, 10, 10, NA, 8, 10, 8, 5, 
    NA, 10, 10, 5, NA, 5, 10, NA, 5, 2, 8, 2, 8, 0, 0, 5, 8, 
    10, 10, 10, 10, 5, 8, 2, 8, 10, 2, 10, 10, 10, 5, 10, 10, 
    5, 8, 8, 10, NA, 10, 10, NA, 10, 10, 10, 5, 2, 5, 0, NA, 
    8, 10, 10, 10, 8, 10, 8, 10, 8, 10, 8, NA, 8, NA, 10, NA, 
    NA, 10, 8, 10, 10, 8, 10, 8, 10, 8, 10, 10, 10, NA, 10, 5, 
    10, 0, 10, 8, 8, 10, 10, 10, 10, 10, 10, 8, 8, 10, 8, 10, 
    8, 8, 8, NA, 10, 5, 8, 8, 10, 8, NA, 2, 10, 10, 5, 10, 10, 
    5, NA, 5, 8, 10, 8, 2, 8, 8, 10, 8, NA, 5, 8, 5, 5, 10, 8, 
    5, 10, 10, 5, 5, NA, NA, 5, 8, 5, 0, 8, 5, 10, 10, 8, 5, 
    10, 10, 5, 8, NA, 10, 10, 10, NA, 8, 10, 8, 5, NA, 10, 10, 
    5, NA, 5, 10, NA, 5, 2, 8, 2, 8, 0, 0, 5, 8, 10, 10, 10, 
    10, 5, 8, 2, 8, 10, 2, 10, 10, 10, 5, 10, 10, 5, 8, 8, 10, 
    NA, 10, 10, NA, 10, 10, 10, 5, 2, 5, 0, NA, 8, 10, 10, 10, 
    8, 10, 8, 10, 8, 10, 8, NA, 8, NA, 10, NA, NA, 10, 8, 10, 
    10, 8, 10, 8, 10, 8, 10, 10, 10, NA, 10, 5, 10, 0, 10, 8, 
    8, 10, 10, 10, 10, 10, 10, 8, 8, 10, 8, 10, 8, 8, 8, NA, 
    10, 5, 8, 8, 10, 8, NA, 2, 10, 10, 5, 10, 10, 5, NA, 5, 8, 
    10, 8, 2, 8, 8, 10, 8, NA, 5, 8, 5, 5, 10, 8, 5, 10, 10, 
    5, 5, NA, NA, 5, 8, 5, 0, 5, 5, 10, 10, 10, 5, 10, 10, 5, 
    8, NA, 10, 10, 10, NA, 8, 8, 8, 5, NA, 10, 10, 8, NA, 5, 
    10, NA, 5, 2, 8, 2, 8, 0, 0, 5, 8, 10, 10, 10, 10, 5, 8, 
    2, 10, 10, 2, 10, 10, 10, 5, NA, 10, 5, 8, 8, 10, NA, 10, 
    10, NA, 10, 10, 10, 5, 2, 5, 0, NA, 8, 5, 8, 10, 8, 10, 10, 
    10, 8, 10, 10, NA, 10, NA, 10, NA, NA, 10, 8, 10, 5, 10, 
    10, 8, 10, NA, 10, 10, 8, NA, 10, 5, NA, 0, 10, 2, 10, 10, 
    10, 10, 10, 10, 10, 8, 8, 10, 8, 8, 8, 8, 5, NA, 5, 5, 8, 
    NA, 10, 10, NA, 2, 10, 10, 8, 10, 10, 5, NA, NA, NA, 10, 
    8, 0, 8, NA, 8, 8, NA, 5, 8, 5, 5, 10, 8, 5, 10, 10, 2, 8, 
    NA, NA, 5, 8, 5, 0, 5, 5, 10, 10, 10, 5, 10, 10, 5, 8, NA, 
    10, 10, 10, NA, 8, 8, 8, 5, NA, 10, 10, 8, NA, 5, 10, NA, 
    5, 2, 8, 2, 8, 0, 0, 5, 8, 10, 10, 10, 10, 5, 8, 2, 10, 10, 
    2, 10, 10, 10, 5, NA, 10, 5, 8, 8, 10, NA, 10, 10, NA, 10, 
    10, 10, 5, 2, 5, 0, NA, 8, 5, 8, 10, 8, 10, 10, 10, 8, 10, 
    10, NA, 10, NA, 10, NA, NA, 10, 8, 10, 5, 10, 10, 8, 10, 
    NA, 10, 10, 8, NA, 10, 5, NA, 0, 10, 2, 10, 10, 10, 10, 10, 
    10, 10, 8, 8, 10, 8, 8, 8, 8, 5, NA, 5, 5, 8, NA, 10, 10, 
    NA, 2, 10, 10, 8, 10, 10, 5, NA, NA, NA, 10, 8, 0, 8, NA, 
    8, 8, NA, 5, 8, 5, 5, 10, 8, 5, 10, 10, 2, 8, NA, NA, 5, 
    8), ef_regulation_credit_private = c(7.2956869209999997, 
    5.3015258530000002, 9.1947154920000003, 4.2594611479999998, 
    7.3061380910000002, 8.7290739510000002, 9.3870436500000007, 
    8.4033338279999992, 5.8681995970000003, 2.8275013480000002, 
    8.6522509149999998, 0.85899999999999999, 4.5518553989999999, 
    8.818197391, 9.8438255300000002, 5.4637698400000003, 9.2964148120000001, 
    4.8920000000000003, 8.6837007170000007, 9.5702584599999998, 
    3.620091628, 8.2571525159999997, 8.8317147069999997, 8.0269408470000005, 
    0, 10, 6.4996651959999996, 9.1364218000000008, 8.6139586129999994, 
    9.5850000000000009, 5.8802343610000003, 8.8425009659999994, 
    9.4013439030000008, 8.6488800389999998, 10, 8.1719945200000002, 
    6.3942634719999996, 8.0800000000000001, 8.2285538579999997, 
    8.7253483949999993, 9.30651312, 9.3087215259999994, 10, 7.7063544009999996, 
    0, 7.183406067, 10, 9.2198581550000007, 9.20069582, 8.3935165699999992, 
    8.3185800319999998, 9.3279999999999994, 2.514153437, 9.4025318819999999, 
    10, 7.1903592620000003, 5.7030613079999997, 8.8792374350000003, 
    10, 3.6263293480000001, 0, 7.4800000000000004, 9.2754365050000001, 
    10, 9.0823915819999996, 10, 7.6472517829999997, 9.2221642070000005, 
    9.2172519630000007, 4.2449110169999997, 9.5270833120000002, 
    8.7434576409999991, 8.6663966010000006, 9.6668349229999997, 
    8.0756795990000008, 6.161296675, 7.5888864040000001, 4.2690096899999999, 
    9.9497265339999998, 10, 9.3699686930000006, 8.2537680899999994, 
    9.2852114060000002, 0, 10, 0, 10, 9.5371856499999996, 10, 
    8.7739999999999991, 7.1715467320000004, 0, 8.9217360600000006, 
    8.1136012910000002, 9.4779760030000002, 8.5186764240000006, 
    7.9009694880000003, 8.0246196350000005, 8.5539623369999997, 
    6.8772407150000001, 0, 8.4268717130000006, 0, 7.6740000000000004, 
    6.4490263219999999, 10, 9.348360671, 10, 9.3604625479999992, 
    7.3798854289999998, 6.96810537, 10, 0.94252462699999995, 
    6.2558669470000003, 9.3337795549999996, 5.2330486330000001, 
    8.6757892660000007, 8.8809024880000003, 9.9962175339999995, 
    8.4874644069999992, 7.2106767749999996, 10, 9.3663409229999992, 
    8.7213126889999995, 6.2192841459999997, 3.8439131469999999, 
    7.5756654819999998, 7.3875285369999997, 10, 0, 10, 8.7740637140000004, 
    8.7396351380000006, 7.5004633759999999, 7.9701865700000001, 
    7.7397714009999996, 6.7446872510000002, 8.9659999999999993, 
    8.3279999999999994, 9.6993654849999995, 9.9317356560000007, 
    4.7562562560000003, 9.2435984070000003, 8.5269567780000006, 
    8.2657276379999995, 10, 10, 7.5367765430000002, 0, 6.671497231, 
    9.5952572210000007, 8.5107781960000004, 9.3488943829999993, 
    8.4007998050000001, 6.4973091859999998, 8.0015050619999997, 
    8.0951859670000008, 0, 7.9067908080000002, 0, 7.5508095989999999, 
    9.3120450530000003, 7.6289999999999996, 5.5709999999999997, 
    9.1947154920000003, 5.2859999999999996, 6.9870000000000001, 
    8.7509999999999994, 9.3800000000000008, 8.718, 5.8681995970000003, 
    5.2750000000000004, 8.6319999999999997, 0.85899999999999999, 
    NA, 8.8149999999999995, 9.8438255300000002, 5.2750000000000004, 
    8.9109999999999996, 4.8920000000000003, 8.6300000000000008, 
    9.5820000000000007, 3.7029999999999998, 6.6040000000000001, 
    8.7799999999999994, 8.0269408470000005, 0, 10, 6.4139999999999997, 
    9.1760000000000002, 8.4760000000000009, 9.5850000000000009, 
    6.5750000000000002, 8.8520000000000003, 9.4039999999999999, 
    8.4190000000000005, 10, 9.1566976810000007, 6.1280000000000001, 
    8.0800000000000001, 8.2200000000000006, 8.3659999999999997, 
    9.3109999999999999, 9.2579999999999991, 10, 7.5099999999999998, 
    0, 6.9710000000000001, 10, 9.0749999999999993, 8.9055490499999994, 
    8.234, 8.2919999999999998, 9.3279999999999994, 0, 9.4649999999999999, 
    10, 6.7699999999999996, 5.7149999999999999, 8.7590000000000003, 
    10, 5.5116971369999996, 0, 7.4800000000000004, 9.2460000000000004, 
    10, 9.1750000000000007, 10, 7.758, 9.2210000000000001, 9.0269999999999992, 
    NA, 9.4260000000000002, 8.7140000000000004, 8.6069999999999993, 
    9.6799999999999997, 7.9320000000000004, 6.4950000000000001, 
    7.7949999999999999, 4.1239999999999997, 9.9489999999999998, 
    10, 9.0809999999999995, 8.5389999999999997, 9.2599999999999998, 
    0, 10, 0, 10, 9.577, 10, 8.7739999999999991, 7.5209999999999999, 
    0, 8.9190000000000005, 9.0190000000000001, 9.5250000000000004, 
    7.8620000000000001, 8.3249999999999993, 7.9509999999999996, 
    8.25, 6.1790000000000003, 4.9980000000000002, 8.6560000000000006, 
    0, 7.6740000000000004, 7.0019999999999998, 10, 9.3260000000000005, 
    10, 9.2550000000000008, 8.2652627180000007, 6.694, 10, 0, 
    6.2779999999999996, 9.3290000000000006, 5.3081131480000003, 
    8.3499999999999996, 8.9629999999999992, 9.9960000000000004, 
    8.5299999999999994, 7.1849999999999996, 10, 9.4009999999999998, 
    8.5020000000000007, 7.4820000000000002, 2.3420000000000001, 
    7.2969999999999997, 7.1580000000000004, 10, 0, 10, 8.7680000000000007, 
    8.7829999999999995, 10, 7.9359999999999999, 7.6239999999999997, 
    NA, 8.9659999999999993, 8.3279999999999994, 9.7080000000000002, 
    9.9290000000000003, 4.7562562560000003, 9.2569999999999997, 
    7.4710000000000001, 8.3659999999999997, 10, 10, 7.8904527299999998, 
    0, 6.6289999999999996, 9.3559999999999999, 8.3330000000000002, 
    9.2240000000000002, 8.2430000000000003, 6.548, 8.0150000000000006, 
    7.6600000000000001, 0, 7.7450000000000001, 0, 7.4059999999999997, 
    10, 6.7080000000000002, 8.4589999999999996, 9.1947154920000003, 
    8.5600000000000005, 8.3849999999999998, 8.5069999999999997, 
    8.6639999999999997, 10, 5.8681995970000003, 6.9370000000000003, 
    8.9990000000000006, 0, NA, 8.6419999999999995, 9.8438255300000002, 
    8.0980000000000008, 8.2829999999999995, 8.5719999999999992, 
    7.2599999999999998, 10, 6.1459999999999999, 8.8681397999999998, 
    8.282, 8.0269408470000005, 0, 9.2439999999999998, 7.1260000000000003, 
    9.1950000000000003, 7.1079999999999997, 9.5850000000000009, 
    0, 9.3030000000000008, 9.7669999999999995, 9.2829999999999995, 
    10, 9.4718039009999995, 5.798, 8.3209999999999997, 7.3179999999999996, 
    9.9000000000000004, 9.6329999999999991, 10, 8.3209999999999997, 
    9.8059999999999992, 0, 6.306, 10, 10, 8.9220280439999993, 
    8.6120000000000001, 8.0009999999999994, 10, 1.625, 8.8529999999999998, 
    10, 3.7000000000000002, 7.6500000000000004, 9.4260000000000002, 
    10, 8.0235060229999995, 0, 7.4800000000000004, 7.0099999999999998, 
    10, 9.0129999999999999, 10, 7.6180000000000003, 9.3010000000000002, 
    9.6059999999999999, NA, 8.3640000000000008, 10, 8.3450000000000006, 
    9.6539999999999999, 6.5640000000000001, 3.004, 10, 4.9109999999999996, 
    10, 10, 10, 8.8079999999999998, 9.202, 0, 9.1150000000000002, 
    10, 10, 9.5779999999999994, 10, 8.5609999999999999, 8.1229999999999993, 
    4.4139999999999997, 8.7669999999999995, 7.8250000000000002, 
    8.9450000000000003, 8.2129999999999992, 7.6630000000000003, 
    7.6710000000000003, 9.0850000000000009, 5.4930000000000003, 
    6.7130000000000001, 8.2599999999999998, 3.194, 7.6740000000000004, 
    7.7789999999999999, 10, 9.218, 9.6989999999999998, 9.4329999999999998, 
    8.7633420970000007, 8.6720000000000006, 10, 9.4949999999999992, 
    6.3079999999999998, 7.5880000000000001, 5.7909111749999997, 
    9.6460000000000008, 9.9480000000000004, 10, 8.1850000000000005, 
    7.0800000000000001, 10, 9.1720000000000006, 9.4819999999999993, 
    7.2919999999999998, 9.8889999999999993, 7.0880000000000001, 
    3.4119999999999999, 10, 1.6910000000000001, 10, 8.5719999999999992, 
    7.7210000000000001, 7.2489999999999997, 7.0209999999999999, 
    7.5220000000000002, NA, 8.9659999999999993, 8.3279999999999994, 
    9.2810000000000006, 10, 4.7562562560000003, 9.2970000000000006, 
    10, 8.2050000000000001, 9.3780000000000001, 10, 10, 8.2070000000000007, 
    7.0019999999999998, 8.8780000000000001, 8.3780000000000001, 
    5.806, 10, 5.3150000000000004, 7.0179999999999998, 8.0199999999999996, 
    2.9020000000000001, 8.2710000000000008, 0, 8.1829999999999998, 
    0, 5.9449130209999996, 10, 9.1947154920000003, 8.3820361519999995, 
    8.3909900610000001, 8.5042146209999991, 9.2491550960000009, 
    10, 5.8681995970000003, 8.4418416520000008, 8.5915743110000005, 
    0, NA, 8.4382399909999997, 9.8438255300000002, 10, 8.7407804319999993, 
    10, 8.4412335429999992, 10, 7.778384279, 8.9892511820000003, 
    9.1946833459999997, 8.0269408470000005, 0, 8.0067114089999993, 
    7.4351851849999999, 10, 7.7849418840000002, 9.5850000000000009, 
    8.6792452830000002, 9.6798557649999992, 9.6276436099999998, 
    9.5209180010000001, 10, 9.6159531410000003, 6.5761069540000001, 
    8.4568787860000008, 7.1663254859999999, 5.3160259610000002, 
    8.6542520760000006, 9.8393206509999995, 6.9019438439999998, 
    9.8059999999999992, 0, 4.5352455689999998, 9.8571372349999997, 
    8.4664925239999995, 9.1982949180000002, 8.4474428469999996, 
    7.6325426780000001, 9.5989628769999999, 0, 9.3340892689999997, 
    10, 4.6719691729999999, 8.1186094069999992, 8.2005387089999999, 
    10, 8.5776337130000009, 0, 7.1672253570000004, 5.2816946339999999, 
    10, 8.8598437350000001, 8.6660058059999994, 7.7836484129999999, 
    9.2927929410000001, 9.8046637079999996, NA, 5.9130290820000004, 
    8.5673739690000001, 8.2992205460000008, 10, 6.1510841039999997, 
    4.5289101499999997, 10, 4.9718344349999999, 10, 10, 7.2976473129999997, 
    NA, 9.3964695739999993, 0, 10, NA, 10, 8.9133139779999997, 
    10, 8.241923366, 9.1975886080000002, 6.047946831, 8.4620497140000008, 
    9.5159855239999995, 7.991254251, 8.8805371819999994, 7.5148809520000004, 
    8.1127450979999995, 9.1029509540000006, 6.2799100389999998, 
    0, 7.9991182309999997, 3.2428466619999998, 7.3833920380000002, 
    7.6719629429999996, 10, 8.8283481140000006, 9.6746495330000002, 
    9.7314061679999995, 9.2831457680000007, 8.3417051079999993, 
    10, 10, 7.5595525639999996, 8.326329758, 6.2596838249999998, 
    8.9426555180000005, 10, 9.9620037559999997, 7.309470191, 
    6.9516450650000001, 10, 8.8693330919999998, 9.5009680349999996, 
    8.5754205050000003, 10, 6.8970251720000002, 5.0349222979999997, 
    10, 0, 10, 8.5540592909999997, 4.0007631000000003, 6.8380234880000001, 
    6.2019103910000002, 7.950362814, NA, 8.9659999999999993, 
    9.5721752599999999, 9.6014164540000007, 10, 4.7562562560000003, 
    8.9641434259999997, 9.4103086779999998, 7.1995174180000001, 
    9.9295503140000001, 10, 10, 9.0451762369999997, 6.0122123060000003, 
    8.9034703999999998, 7.4874371860000002, 2.4777721860000002, 
    10, 4.7487550929999998, 7.2052501959999997, 8.5790851299999993, 
    4.2946993520000003, 8.2875970389999996, 0, 6.6373867689999999, 
    0, 6.1676050880000002, 9.9417475569999993, 10, 9.3719999999999999, 
    9.151722694, 8.788644304, 9.0802263310000004, 10, 5.8681995970000003, 
    9.3879999999999999, 8.8490000000000002, 4.1310000000000002, 
    NA, 8.5738254569999999, 9.8438255300000002, 10, 10, 10, 8.4412335429999992, 
    10, 8.9640707319999997, 9.0668902970000005, 9.6524036389999992, 
    7.7050000000000001, 6.1900000000000004, 6.2126409120000003, 
    9.3989999999999991, 9.8821790580000002, 6.5430000000000001, 
    10, 8.5722386149999998, 10, 9.5649999999999995, 10, 10, 9.3183378700000006, 
    7.3317965989999996, 8.0302386670000008, 8.2546584319999994, 
    4.4384179010000002, 9.0375855240000007, 8.4830482109999998, 
    2.3799999999999999, 9.8059999999999992, 1.8413422070000001, 
    9.1426756040000008, 9.9813556119999998, 9.5920054449999999, 
    9.3659980679999997, 9.5005364740000005, 7.7044106799999996, 
    7.4966583230000001, 2.9180000000000001, 9.7320791700000004, 
    10, 0, 0.55901611699999998, 8.110527566, 5.6386024739999998, 
    9.4147013679999993, 3.5579999999999998, 7.641, 7.9493215619999997, 
    10, 8.7711673680000004, 7.1977728299999999, 8.823297299, 
    9.5869999999999997, 9.3480000000000008, NA, 5.9308737340000004, 
    7.6281725720000004, 8.2903524340000008, 6.395635779, 6.3470257290000003, 
    2.8827844539999998, 10, 6.5694375090000001, 10, 10, 4.8842179659999996, 
    NA, 10, 0, 10, NA, NA, 3.8327250629999998, 9.6726325020000008, 
    8.5365876420000006, 8.0500000000000007, 6.5439999999999996, 
    8.5822325660000001, 10, 7.6509999999999998, 10, 9.5841610310000007, 
    8.4390000000000001, 8.7085754649999991, 7.4386185830000002, 
    8.8329454829999996, 7.5422064850000003, 7.8888511560000003, 
    5.8739999999999997, 7.8879999999999999, 9.8446844240000004, 
    8.8707162180000001, 9.7517830920000002, 10, 9.3359541220000004, 
    9.5969745470000003, 10, 9.8230510379999991, 6.0938665859999999, 
    8.875, 6.8293947470000003, 9.2240281480000004, 10, 9.5491877970000001, 
    7.9662244700000002, 4.8852470380000002, 10, 8.9158222180000006, 
    10, 7.6378201109999999, 10, 6.9333097869999998, 4.0141540070000001, 
    10, 10, 10, 7.9170208620000002, 8.3616123990000002, 7.0455326979999997, 
    5.668476482, 7.1576227069999998, NA, 8.9659999999999993, 
    6.1369999999999996, 9.881193605, 10, 4.7562562560000003, 
    8.8079999999999998, 8.5199732939999997, 6.9571744469999999, 
    9.2895133950000002, 10, 0, 7.3120000000000003, 6.7054991209999999, 
    9.6033724589999991, 8.8770075659999996, 6.8881371500000004, 
    10, 5.8062518540000001, 5.7403818150000001, 8.804987745, 
    3.4420000000000002, 8.2940000000000005, 4.0839999999999996, 
    8.0760000000000005, 0, 6.1361361360000002, 9.9417475569999993, 
    10, 6.4964964959999998, 8.1187763539999995, 8.469104798, 
    9.1945606049999995, 10, 6.4750539920000003, 9.8057179530000003, 
    9.7838479360000008, 0.48400218900000003, NA, 8.5664583870000008, 
    8.8907237689999992, 10, 10, 10, 8.7105420920000007, 9.8927395530000002, 
    8.7434421170000007, 9.1691691689999999, 9.1747277129999993, 
    8.1442421859999996, 8.6086086089999991, 6.0387540489999996, 
    8.6886886889999992, 9.5042824259999996, 7.7583008009999999, 
    7.9579579579999997, 7.8778778779999996, 10, 9.2792792790000007, 
    9.4518338560000004, 10, 10, 7.8534836830000003, 7.7298096579999998, 
    7.6849167859999996, 6.3798773439999996, 8.1589756930000004, 
    9.1976794989999995, 8.5958218439999996, 9.8219809520000005, 
    4.0228663200000003, 7.673451579, 10, 9.5920054449999999, 
    9.249249249, 9.7950891660000003, 7.6020000909999998, 7.3873873870000004, 
    7.8847859610000004, 9.1317136760000004, 9.8406489359999991, 
    7.7578238019999999, 0, 7.6746924879999998, 5.6386024739999998, 
    9.9649649650000001, 6.4164164159999997, 8.9589589590000003, 
    8.6281684030000001, 10, 10, 5.0257914110000002, 9.1175887850000006, 
    9.4631574819999997, 8.6976976980000007, NA, 2.9832412580000001, 
    8.0692003789999998, 8.0563762850000007, 3.058927154, 6.2983370340000002, 
    5.5586312299999996, 8.7887887889999998, 6.6405653579999999, 
    10, 10, 7.2177667149999998, NA, 9.0904371850000008, 0, 10, 
    NA, NA, 0, 9.8891486700000009, 8.978925855, 7.3802317630000003, 
    7.3113113109999999, 8.6453635480000006, 8.5766314139999995, 
    7.9600617050000002, 8.5485485489999995, 9.2033487399999991, 
    6.0460460459999998, 8.6004495260000002, 9.1306117810000007, 
    8.8588588589999997, 8.4780133870000007, 7.1601723079999999, 
    5.975975976, 3.0140249290000001, 9.746749264, 8.8058906649999997, 
    5.5561123099999996, 10, 9.3721543199999999, 9.2949715850000008, 
    10, 9.6943820879999993, 6.9957382600000004, 9.4194194190000005, 
    6.8568568570000004, 10, 10, 9.6071282789999994, 7.630401687, 
    6.969329611, 4.8948948950000002, 7.8195273670000001, 10, 
    9.5643897120000005, 8.2882882880000004, 6.9333097869999998, 
    6.4848399089999997, 10, 7.6229848420000001, 10, 7.6001504430000004, 
    7.4198478259999998, 7.5125553649999999, 8.1920828629999995, 
    7.1576227069999998, NA, 9.2392392389999998, 8.6886886889999992, 
    10, 10, 8.94324209, 8.0277058199999995, 8.4477028660000002, 
    9.5524900509999995, 9.6369894949999999, 10, 10, 9.5365895129999991, 
    7.5214613779999997, 9.2545976650000004, 8.1902193329999999, 
    8.5279934799999992, 10, 5.0224249170000004, 4.2580751939999999, 
    9.6757609159999998, 7.4674674669999996, 9.1691691689999999, 
    3.5575575580000001, 10, 6.36831703, 6.1156156160000004, 10, 
    10, 5.7238238240000001, 7.5016155299999996, 8.2140483920000005, 
    8.7723771290000006, 10, 7.6231775109999997, 8.4212845919999992, 
    9.7901049889999996, 0.48400218900000003, NA, 8.8082886719999998, 
    8.8503860920000008, 10, 10, 10, 7.7797275839999998, 7.8427463340000001, 
    9.1581793180000002, 9.5995995999999995, 8.4597172500000006, 
    8.1442421859999996, 7.7957957960000002, 7.2944618080000003, 
    8.501501502, 9.0829315150000003, 7.6422594439999996, 8.3033033029999999, 
    7.1041041040000001, 9.8231366680000001, 9.2802802799999995, 
    7.4620038160000002, 10, 10, 7.4175605429999996, 9.5764826719999991, 
    7.8507528090000003, 6.3859655330000002, 7.9763084879999999, 
    8.9826196639999996, 8.5223486140000002, 9.9087248900000002, 
    5.6921002420000004, 7.5496883769999998, 9.9875374099999998, 
    7.5517448509999996, 4.7282737709999996, 8.9348805559999995, 
    6.6298289199999996, 7.285985986, 7.8847859610000004, 6.1039370929999999, 
    8.7831831040000008, 5.2415370159999997, 0, 7.3544291199999998, 
    NA, 7.4879879880000004, 6.2892892890000001, 8.3337337340000008, 
    8.2998253339999994, 10, 8.35794836, 0, 9.0006819920000005, 
    9.4631574819999997, 8.9249249249999991, NA, 0, 7.7972936339999999, 
    7.809688822, 5.6994733340000003, 7.1271932949999997, 6.703079872, 
    8.7592592590000002, 6.4369757720000003, 10, 10, 7.5687588889999997, 
    NA, 7.7195004340000004, 0, 10, NA, NA, 0, 9.6275585830000008, 
    8.9365259269999999, 8.8066760750000004, 8.0949949950000004, 
    8.5057977549999997, 8.8924199519999991, 7.7530428550000003, 
    8.0330330330000006, 8.4767120360000003, 5.9444444440000002, 
    8.2849689479999995, 10, 9.3384384380000007, 9.1981889670000001, 
    6.8218904020000002, 5.2490490489999999, 6.0005004639999999, 
    9.6361952189999993, 8.6103777699999995, 8.8357291660000001, 
    9.5365911620000006, 9.3721543199999999, 9.2174388839999999, 
    10, 9.8354312840000002, 7.684984493, 9.5396396400000008, 
    7.0971971969999998, 10, 10, 9.4305740950000008, 5.8453006240000001, 
    1.5847427350000001, 10, 7.0069658800000001, 9.3137447810000005, 
    9.4052604320000004, 7.8430430429999998, 7.0630988600000002, 
    6.9689371690000002, 10, 7.6229848420000001, 10, 6.633591247, 
    7.5949784640000004, 7.7995322250000001, 7.488822238, 7.1576227069999998, 
    NA, 9.1368368370000006, 8.9752752749999996, 9.9379960169999997, 
    10, 8.94324209, 8.0115053369999991, 8.9920185680000007, 9.0360158219999995, 
    9.7939617499999994, 10, 10, 9.5365895129999991, 9.3514137399999999, 
    7.5533168999999996, 8.2297967799999991, 6.2632457549999998, 
    7.9166166169999999, 3.002422857, 3.3272470529999998, 9.4724651420000008, 
    7.7862862860000002, 9.2557557559999992, 4.1164164159999999, 
    9.6199277740000007, 6.36831703, 6.0043763290000003, 4.1710177809999998, 
    5.6513389160000003, 5.8769898249999999, 8.3467252859999999, 
    9.8181310360000005, 9.0588242129999994, 7.7620296279999996, 
    8.393830114, 8.3685683019999999, 6.8465896510000004, 7.5998520210000002, 
    NA, 7.5516144919999997, 9.3858578070000007, 8.0423188309999993, 
    NA, 9.4373534879999994, 9.7622269409999998, 9.3289192669999998, 
    5.9393379560000001, NA, 9.4942305519999994, 9.047301612, 
    8.0839755249999996, NA, 8.3955622949999995, 9.0059563699999998, 
    NA, 7.8120542630000003, 7.2416240439999999, 9.7839182309999995, 
    9.2303704110000009, 7.9106982099999996, 9.1234234230000002, 
    8.8050902190000002, 9.1779209399999999, 8.5534366169999991, 
    7.9988485110000003, 8.0284393509999994, 7.9011456879999997, 
    9.8050176409999992, 8.0563447799999999, 9.9041793259999995, 
    5.0547862500000003, 9.8798798800000007, 9.9301366610000006, 
    7.5517448509999996, 8.7980980980000005, 9.4381097839999999, 
    8.0900100310000003, 8.5689768690000001, NA, 9.4615566019999999, 
    8.2954075199999995, 6.0088088089999996, 8.3945973610000006, 
    6.9669044549999999, NA, 7.8660922949999996, 6.2749078550000004, 
    9.1190778310000002, 9.3301848809999992, 7.9319319320000004, 
    8.4219637200000008, 8.8988988990000006, 6.904387678, 7.982198897, 
    9.1759804949999992, NA, 8.3895309699999991, 9.0191665909999994, 
    7.937875762, 6.5393424189999996, 6.6487309950000002, 7.2061266010000002, 
    9.5418553119999991, 7.0156388669999998, 9.4275201279999994, 
    9.3452450819999999, 8.8362068219999994, NA, 10, NA, 8.2755701459999997, 
    NA, NA, 9.5701091419999997, 6.9166929169999998, 9.3083648169999993, 
    7.9975531469999996, 7.3556235809999997, 8.8627163190000005, 
    8.9040643859999999, 8.1499154820000008, 8.0780780780000008, 
    7.689174854, 5.7442846129999996, 8.8072929989999995, 9.8998210019999995, 
    9.3921798110000001, 8.2506956040000006, 6.9048645200000003, 
    1.620200879, 9.3320501960000009, 8.9172453950000001, 9.1289124489999995, 
    9.5682441360000006, 8.9857284530000001, 9.3823096540000002, 
    8.2298059929999994, 9.6987969500000002, 9.2105550659999995, 
    5.9865838230000001, 9.5576417350000007, 6.8602157039999998, 
    9.2128604920000008, 9.2678868730000001, 6.7091575219999999, 
    7.754054054, 9.4342188440000001, NA, 8.1205217469999997, 
    9.1591719630000004, 8.6517646999999993, NA, 8.4874666170000008, 
    8.8001916849999997, NA, 6.149513528, 7.716071715, 7.1572353529999999, 
    8.5341356160000004, 8.8590043569999999, 9.0529670630000005, 
    6.8500500500000001, NA, NA, NA, 9.4554419620000001, 9.2622597669999998, 
    4.5146450400000004, 7.9687010550000004, NA, 6.7390724620000002, 
    8.8683059800000006, NA, 6.9394258999999998, 7.3077077079999997, 
    9.2294335959999998, 5.7259300380000004, 6.8080080079999998, 
    9.0152882890000008, 8.2355569380000002, 9.3366275699999992, 
    9.1759585529999992, 7.7038078509999997, 8.3980686630000001, 
    9.2294866219999996, NA, 6.3500535390000001, 6.36831703, 5.9500038819999999, 
    4.2766526420000002, 4.7845217990000002, 6.0878733909999996, 
    8.8505423170000004, 9.9096220279999994, 8.8759531329999994, 
    8.5088038580000003, 8.4710926999999998, 9.0073693800000001, 
    6.8115334340000002, 7.5503177270000004, NA, 7.442741163, 
    9.4182558249999992, 8.1066799609999993, NA, 9.6526587680000002, 
    9.8290606230000002, 8.7946616070000001, 6.1165854480000004, 
    NA, 9.4509811389999996, 9.2668171529999999, 7.6275345760000004, 
    NA, 8.3351291679999999, 9.0059563699999998, NA, 7.2960491340000004, 
    7.0808286259999997, 9.8486867129999993, 9.1890281429999998, 
    8.4619389169999994, 9.3302763629999994, 8.3198466359999994, 
    9.4292661280000001, 8.3796910449999995, 8.1962795970000002, 
    9.2371378069999999, 8.1276140029999997, 9.9101046989999997, 
    8.5019699810000002, 9.9014918789999999, 5.810238332, 9.5330379619999999, 
    9.9360363379999992, 7.5517448509999996, 8.8778584610000006, 
    9.5130554200000006, 8.2260292960000001, 8.6694525779999996, 
    NA, 9.8378756700000007, 8.1747958710000006, 6.6205746850000002, 
    8.7953036890000007, 7.3928600549999999, NA, 6.8578436639999998, 
    6.3035537230000003, 9.1170164499999995, 9.5917502960000007, 
    9.1231936600000001, 8.4357683199999993, 9.7361503999999996, 
    7.1460846089999999, 7.914732796, 9.2618472520000008, NA, 
    8.6656573570000006, 9.2208296080000007, 8.0813286909999995, 
    6.651879256, 6.9856681180000004, 7.4739800150000004, 9.6890933879999999, 
    7.4519304999999996, 9.4578084770000004, 9.2432737449999998, 
    9.1920170050000003, NA, 10, NA, 8.2755701459999997, NA, NA, 
    9.6588196800000006, 7.7970691719999996, 9.467931214, 8.3389748239999992, 
    6.6826793249999996, 9.1579433679999998, 9.1460913680000004, 
    8.7812652520000007, 8.0480480480000001, 7.9505445119999996, 
    6.1420321080000004, 9.3767024380000006, 9.8998210019999995, 
    9.7665354440000005, 8.9177854599999993, 6.7311067820000003, 
    1.6595362039999999, 9.3376549129999997, 8.2349589139999999, 
    9.1520665440000002, 9.8233245960000009, 9.0765981979999992, 
    9.1813783749999995, 8.3054986839999998, 9.6987969500000002, 
    9.3334854600000003, 7.2890001729999998, 9.5992921419999995, 
    6.3873311189999997, 9.4107262929999997, 9.509488996, 6.9297131350000001, 
    8.1873965129999995, 9.6735537350000005, NA, 9.2113734360000006, 
    9.3806261420000006, 8.6517646999999993, NA, 8.7095040689999994, 
    9.6169440949999991, NA, 5.1339000710000002, 8.0158237729999993, 
    7.8822555440000004, 8.7798609049999996, 9.0790464350000004, 
    9.3154079939999992, 7.5442595849999998, NA, NA, NA, 9.8805172280000004, 
    9.2152350609999996, 4.0359669220000001, 8.1025079380000005, 
    NA, 6.8558977299999997, 9.0233783110000001, NA, 6.4511314180000001, 
    8.5209027949999996, 9.2766834619999994, 6.1002667720000003, 
    6.8934424280000002, 9.278918827, 8.618858092, 9.953326337, 
    9.1346717749999993, 8.660398807, 8.9977730099999995, 8.9865918990000004, 
    NA, 7.565518827, 6.36831703), ef_regulation_credit_interest = c(9, 
    10, 4, 7, 10, 10, 10, 9, 10, 10, 10, 10, 5, 10, 10, 10, 9, 
    10, 10, 9, 5, 10, 10, 9, 10, 9, 10, 10, 10, 10, 10, 10, 10, 
    10, 9, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 
    9, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 9, 9, 9, 9, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 
    10, 8, 10, 8, 10, 9, 9, 10, 10, 10, 10, 5, 6, 10, 10, 10, 
    9, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 9, 10, 
    9, 10, 10, 10, 10, 9, 9, 9, 10, 10, 10, 10, 10, 10, 9, 10, 
    10, 9, 9, 9, 10, 10, 10, 10, 10, 10, NA, 5, 10, 10, 10, 10, 
    10, 8, 10, 10, 9, 10, 10, 10, 10, 9, 10, NA, 8, 10, 9, 5, 
    10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 9, 10, 10, 10, 
    10, NA, 10, 10, 10, 9, 10, 10, 10, 7, 10, 10, 10, 10, NA, 
    9, 10, 10, 9, 9, 10, 10, 10, 9, 9, 9, 10, 10, 10, 10, 10, 
    9, 10, 10, 10, 10, 5, 10, 10, 10, 9, 9, 10, 10, NA, 10, 10, 
    NA, 10, 9, 9, 9, 10, 10, 10, 10, 10, 5, NA, 10, 10, 10, 9, 
    9, 10, 10, 10, 10, 10, 8, 8, 10, 10, 9, 9, 10, 10, 10, 10, 
    5, 6, 10, 10, 10, 9, 10, 10, 10, 10, 10, 8, 10, 10, 10, 7, 
    10, 10, 9, 10, 10, 10, 10, 10, 10, 8, 8, 9, 10, 10, 9, 10, 
    10, 10, 9, NA, 10, 9, 9, 8, 10, 9, 10, 10, 9, 10, NA, 10, 
    10, 10, 10, 10, 10, 8, 10, 10, 9, 10, 10, 10, 10, 9, 4, 10, 
    8, 10, 9, 5, 10, 10, 10, 0, 10, 10, 9, 5, 10, 10, 10, 9, 
    10, 10, 10, 10, NA, 10, 10, 10, 9, 10, 10, 10, 8, 10, 10, 
    10, 10, NA, 9, 10, 10, 9, 9, 10, 10, 10, 9, 9, 9, 10, 10, 
    10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 10, 9, 9, 10, 
    10, 10, 10, 9, NA, 2, 9, 9, 9, 10, 10, 10, 10, 10, 5, NA, 
    10, 10, 10, 9, 9, 10, 10, 9, 10, 10, 8, 8, 10, 10, 10, 9, 
    10, 10, 10, 10, 5, 7, 10, 10, 10, 9, 10, 9, 10, 10, 10, 8, 
    10, 10, 10, 7, 10, 10, 9, 10, 10, 10, 10, 10, 10, 8, 8, 9, 
    10, 10, 10, 10, 10, 10, 9, NA, 10, 9, 9, 9, 10, 9, 10, 10, 
    10, 10, NA, 10, 10, 10, 10, 10, 10, 8, 10, 10, 9, 10, 10, 
    10, 10, 9, 10, 10, 8, 10, 9, 5, 10, 10, 10, 0, 10, 10, 9, 
    7, 10, 10, 10, 9, 10, 10, 10, 10, NA, 10, 10, 10, 8, 9, 10, 
    10, 8, 10, 10, 10, 10, NA, 9, 10, 10, 9, 9, 10, 10, 10, 9, 
    9, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 
    10, 9, 9, 10, 10, 10, 10, 9, NA, 10, 9, 9, 9, 10, 10, 10, 
    10, 10, 0, NA, 10, 10, 10, 9, 10, 10, 10, 9, 10, 10, 8, NA, 
    10, 10, 9, NA, 10, 10, 10, 10, 5, 7, 10, 10, 10, 9, 10, 10, 
    10, 10, 10, 8, 10, 10, 9, 7, 10, 10, 9, 10, 9, 10, 10, 10, 
    10, 9, 9, 9, 10, 9, 10, 10, 10, 10, 9, NA, 10, 9, 8, 9, 10, 
    9, 10, 10, 10, 10, NA, 10, 10, 10, 10, 10, 10, 8, 10, 10, 
    9, 10, 9, 10, 10, 9, 10, 10, 8, 10, 10, 5, 10, 10, 10, 0, 
    10, 10, 9, 7, 10, 10, 10, 9, 10, 10, 10, 10, NA, 10, 9, 10, 
    NA, 9, 10, 10, 7, 10, 10, 10, 8, NA, 9, 10, 10, 9, 9, 10, 
    10, 10, 8, 9, 9, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 5, 
    10, 10, 10, 9, 8, 10, 10, 10, 10, 9, NA, 10, 9, 9, 9, 10, 
    10, 10, 10, 10, 2, NA, 10, 10, 10, 9, 10, 10, 10, 9, 10, 
    9, 8, NA, 10, 10, 10, NA, NA, 10, 10, 10, 5, 8, 10, 10, 10, 
    9, 10, 10, 10, 10, 10, 8, 10, 10, 9, 7, 10, 10, 9, 10, 9, 
    10, 10, 10, 10, 9, 9, 8, 10, 10, 10, 9, 10, 10, 10, NA, 10, 
    10, NA, 9, 10, 9, 10, 10, 10, 10, NA, 10, 10, 10, 10, 10, 
    10, 8, 10, 10, 9, 10, 10, 10, 10, 9, 10, 10, 8, 10, 10, 10, 
    10, 10, 10, 0, 10, 9, 8, 7, 9, 10, 10, 8, 10, 9, 10, 10, 
    NA, 10, 10, 10, NA, 8, 10, 10, 6, 5, 10, 10, 9, NA, 9, 9, 
    10, 9, 9, 10, 9, 10, 7, 9, 9, 10, 10, 10, 10, 10, 10, 10, 
    9, 10, 10, 5, 10, 10, 10, 9, 8, 10, 10, 10, 10, 9, NA, 9, 
    9, 9, 9, 10, 10, 10, 10, 10, 0, NA, 10, 10, 10, 9, 10, 10, 
    10, 9, 10, 5, 8, NA, 9, 10, 10, NA, NA, 10, 10, 10, 5, 8, 
    9, 9, 10, 9, 10, 10, 10, 10, 10, 8, 10, 10, 10, 7, 10, 10, 
    8, 10, 9, 10, 7, 9, 10, 9, 7, 8, 10, 10, 10, 7, 10, 7, 9, 
    NA, 10, 10, NA, 9, 10, 9, 10, 10, 10, 10, NA, 9, 10, 10, 
    10, 10, 10, 8, 9, 10, 9, 10, 7, 10, 10, 9, 9, 10, 8, 10, 
    10, 7, 9, 10, 9, 0, 10, 7, 8, 5, 9, 10, 10, 9, 10, 7, 10, 
    10, NA, 10, 10, 10, NA, 9, 10, 9, 7, 9, 10, 10, 10, NA, 9, 
    9, 10, 9, 9, 9, 9, 10, 9, 9, 9, 10, 9, 10, 10, 10, 10, 10, 
    10, 10, 10, 5, 9, 10, 10, 9, 9, 10, 10, 10, 10, 10, NA, 10, 
    9, 8, 9, 10, 10, 9, 9, 10, 4, NA, 10, 10, 10, 9, 10, 10, 
    10, 9, 10, 5, 8, NA, 10, 10, 10, NA, NA, 10, 10, 10, 5, 7, 
    10, 10, 10, 8, 10, 10, 9, 9, 10, 8, 10, 10, 10, 7, 10, 10, 
    9, 10, 6, 10, 7, 10, 10, 9, 7, 8, 10, 10, 10, 9, 10, 9, 9, 
    NA, 10, 10, NA, 9, 10, 10, 10, 10, 10, 10, NA, 10, 10, 10, 
    10, 10, 10, 8, 10, 10, 9, 10, 9, 10, 10, 9, 10, 10, 9, 10, 
    10, 5, 10, 9, 9, 0, 10, 10, 9, 10, 9, 10, 10, 10, 10, 10, 
    10, 10, NA, 10, 10, 10, NA, 9, 10, 10, 6, NA, 10, 10, 10, 
    NA, 9, 10, NA, 9, 9, 10, 10, 10, 5, 9, 9, 10, 9, 10, 10, 
    10, 9, 10, 10, 10, 10, 5, 10, 10, 10, 9, NA, 9, 10, 10, 10, 
    9, NA, 10, 9, 8, 9, 10, 10, 9, 10, 10, 5, NA, 10, 9, 9, 9, 
    10, 10, 10, 9, 10, 10, 8, NA, 9, NA, 9, NA, NA, 10, 10, 10, 
    6, 8, 10, 10, 10, 9, 9, 10, 10, 9, 10, 9, 10, 5, 10, 9, 10, 
    10, 8, 10, 10, 10, 10, 9, 10, 10, 7, 8, 10, 10, 10, NA, 10, 
    10, 9, NA, 10, 10, NA, 9, 10, 10, 10, 10, 10, 10, NA, NA, 
    NA, 10, 10, 10, 10, NA, 10, 10, NA, 10, 9, 10, 10, 9, 10, 
    10, 9, 10, 9, 10, 10, NA, 9, 0, 10, 9, 7, 8, 9, 10, 10, 9, 
    10, 9, 10, 10, NA, 10, 10, 8, NA, 9, 9, 9, 6, NA, 9, 10, 
    7, NA, 9, 10, NA, 9, 9, 10, 9, 10, 6, 9, 9, NA, 10, 10, 10, 
    10, 9, 10, 10, 10, 10, 5, 10, 10, 10, 9, NA, 9, 10, 10, 10, 
    9, NA, 10, 9, 8, 9, 10, 10, 4, 10, 9, 9, NA, 10, 10, 9, 8, 
    10, 7, 10, 9, 10, 10, 7, NA, 9, NA, 9, NA, NA, 9, 10, 10, 
    6, 8, 9, 10, 10, 9, 9, 10, 10, 8, 9, 9, 10, 5, 10, 10, 10, 
    10, 9, NA, 10, 9, 5, 9, 9, 9, 8, 8, 10, 10, 10, NA, 10, 7, 
    8, NA, 10, 9, NA, 9, 10, 10, 10, 10, 10, 9, NA, NA, NA, 10, 
    10, 5, 10, NA, 10, 10, NA, 10, 7, 10, 10, 9, 7, 10, 10, 10, 
    9, 7, 9, NA, 9, 0), ef_regulation_credit = c(7.0985623069999999, 
    5.1005086180000001, 7.0649051639999998, 5.4198203830000002, 
    9.1020460300000003, 9.5763579839999995, 9.1290145500000008, 
    7.4677779429999998, 8.6227331990000007, 7.6091671160000001, 
    7.8840836379999999, 6.286333333, 3.8506184659999998, 9.6060657969999994, 
    9.9479418430000006, 8.4879232800000004, 7.765471604, 7.6306666669999998, 
    9.5612335720000008, 8.8567528200000005, 4.5400305430000003, 
    9.1285762580000007, 9.6105715689999993, 9.0089802819999996, 
    5, 9.5, 7.1665550649999998, 9.7121405999999997, 9.3069793060000006, 
    8.1950000000000003, 5.9600781200000004, 8.9475003219999998, 
    7.133781301, 8.8829600129999999, 6.3333333329999997, 6.0573315069999998, 
    6.7980878239999996, 8.693333333, 9.4095179529999999, 9.5751161319999998, 
    9.7688377069999994, 9.7695738419999998, 8.3333333330000006, 
    8.5687847999999995, 4, 8.394468689, 10, 7.0732860520000003, 
    9.4002319399999994, 9.4645055229999997, 9.4395266769999999, 
    8.1093333330000004, 7.1713844790000003, 9.800843961, 8.3333333330000006, 
    8.3967864209999998, 7.9010204359999996, 9.6264124780000007, 
    10, 7.5421097829999999, 6.3333333329999997, 8.2400000000000002, 
    9.4251455019999995, 10, 9.6941305270000004, 8.3333333330000006, 
    6.5490839279999999, 8.0740547360000008, 6.4057506540000002, 
    7.1224555079999998, 9.1756944370000006, 9.5811525470000003, 
    9.5554655339999996, 9.5556116410000005, 8.6918932000000009, 
    8.7204322249999997, 8.5296288009999994, 8.0896698970000003, 
    9.3165755109999999, 10, 8.4566562310000002, 9.1268840450000006, 
    8.4284038020000001, 5, 9.6666666669999994, 4.5, 6.6666666670000003, 
    9.8457285500000005, 9.3333333330000006, 9.5913333329999997, 
    7.3905155770000004, 4.6666666670000003, 9.6405786869999996, 
    8.7045337640000007, 9.8259920009999995, 8.5062254750000008, 
    9.3003231629999998, 9.3415398780000007, 9.5179874459999994, 
    8.4386203579999997, 6.6666666670000003, 7.8089572379999996, 
    6.3333333329999997, 5.8913333330000004, 8.8163421070000005, 
    9.3333333330000006, 9.1161202239999994, 10, 9.4534875159999991, 
    9.1266284760000005, 8.6560351230000006, 10, 6.9808415420000003, 
    8.0852889819999998, 9.1112598519999999, 8.0776828779999992, 
    8.5585964220000008, 9.2936341630000001, 9.3320725109999998, 
    8.8291548019999997, 8.4035589250000005, 10, 9.7887803079999998, 
    7.9071042299999998, 7.7397613820000002, 7.2813043820000001, 
    9.1918884940000005, 8.1291761789999999, 8, 3.6666666669999999, 
    10, 9.5913545710000001, 7.9132117129999999, 9.1668211250000002, 
    9.3233955230000003, 7.5799238000000004, 6.7446872510000002, 
    6.3220000000000001, 8.7759999999999998, 9.8997884949999992, 
    9.3105785520000008, 5.5854187519999998, 9.0811994689999995, 
    8.1756522589999996, 9.4219092129999993, 9.3333333330000006, 
    9.5, 7.5122588480000001, 6, 7.22383241, 8.1984190740000003, 
    9.1702593990000008, 9.1162981280000004, 6.700399902, 8.1657697290000009, 
    9.3338350210000005, 7.365061989, 3.3333333330000001, 8.9533954040000001, 
    5, 7.516936533, 9.1040150180000001, 7.5430000000000001, 5.1903333329999999, 
    8.7315718310000001, 6.7619999999999996, 8.9956666670000001, 
    9.5836666669999993, 9.1266666670000003, 7.572666667, 8.6227331990000007, 
    8.4250000000000007, 7.8773333330000002, 6.286333333, NA, 
    9.6050000000000004, 9.9479418430000006, 8.4250000000000007, 
    7.6369999999999996, 7.6306666669999998, 9.5433333329999996, 
    9.1940000000000008, 5.2343333330000004, 8.3019999999999996, 
    9.5933333330000004, 9.3423136160000002, 5, 10, 6.8046666670000002, 
    9.725333333, 9.2379999999999995, 7.8616666669999997, 5.858333333, 
    8.9506666670000001, 7.1346666670000003, 8.8063333329999995, 
    6.3333333329999997, 6.0522325600000002, 6.709333333, 8.693333333, 
    9.4066666669999996, 9.4553333330000005, 9.770333333, 9.7526666669999997, 
    8, 8.5033333330000005, 4, 8.3236666669999995, 10, 5.358333333, 
    9.6351830169999992, 9.411333333, 9.4306666670000006, 7.7759999999999998, 
    6.3333333329999997, 9.8216666670000006, 8.3333333330000006, 
    7.3849999999999998, 7.9050000000000002, 9.5863333330000007, 
    10, 8.5038990460000008, 6.3333333329999997, 8.2400000000000002, 
    9.4153333329999995, 10, 9.7249999999999996, 8.3333333330000006, 
    6.5860000000000003, 8.0736666669999995, 4.6756666669999998, 
    NA, 9.1419999999999995, 9.5713333330000001, 9.5356666669999992, 
    9.5600000000000005, 8.3106666669999996, 8.8316666670000004, 
    8.5983333329999994, 8.0413333330000007, 9.3163333329999993, 
    10, 8.3603333329999998, 8.2695000000000007, 9.0866666669999994, 
    5, 9.6666666669999994, 4.5, 6.6666666670000003, 9.859, 9.3333333330000006, 
    9.5913333329999997, 7.5069999999999997, 4.6666666670000003, 
    9.6396666670000002, 9.0063333330000006, 9.8416666670000001, 
    8.2873333329999994, 9.4416666669999998, 9.3170000000000002, 
    9.4166666669999994, 8.0894999999999992, 8.3326666669999998, 
    7.2186666669999999, 6.6666666670000003, 5.8913333330000004, 
    9.0006666670000008, 8.3333333330000006, 9.1086666669999996, 
    10, 9.4183333329999996, 9.4217542390000002, 8.8979999999999997, 
    10, 6.6666666670000003, 8.0926666669999996, 9.1096666670000008, 
    7.7693710490000001, 8.1166666670000005, 9.3209999999999997, 
    9.3320000000000007, 8.8433333330000004, 8.0616666670000008, 
    10, 9.8003333329999993, 7.8339999999999996, 8.1606666669999992, 
    5.1710000000000003, 9.0990000000000002, 8.0526666670000004, 
    8, 3.3333333330000001, 10, 9.2560000000000002, 7.9276666669999996, 
    10, 8.9786666670000006, 7.5413333329999999, NA, 7.9886666670000004, 
    8.7759999999999998, 9.9026666670000001, 9.3096666670000001, 
    5.5854187519999998, 9.0856666669999999, 7.8236666670000004, 
    9.4553333330000005, 9.3333333330000006, 9.5, 7.6301509100000002, 
    6, 7.2096666669999996, 8.1186666669999994, 9.1110000000000007, 
    7.0746666669999998, 7.7476666669999998, 8.1826666669999994, 
    9.3383333329999996, 7.2199999999999998, 3.3333333330000001, 
    8.8725000000000005, 5, 7.4686666669999999, 6, 7.2359999999999998, 
    6.1529999999999996, 8.7315718310000001, 6.1866666669999999, 
    9.4616666669999994, 9.5023333329999993, 8.8879999999999999, 
    8, 8.6227331990000007, 8.9789999999999992, 7.9996666669999996, 
    6, NA, 9.5473333329999992, 9.9479418430000006, 9.3659999999999997, 
    7.4276666669999996, 8.8573333329999997, 9.0866666669999994, 
    9.3333333330000006, 6.3819999999999997, 9.4340699000000008, 
    9.427333333, 9.3423136160000002, 5, 9.2439999999999998, 7.0419999999999998, 
    9.7316666670000007, 8.5540000000000003, 7.8616666669999997, 
    3.6666666669999999, 9.1010000000000009, 7.2556666669999998, 
    9.0943333329999998, 6.3333333329999997, 6.1572679670000001, 
    6.5993333329999997, 8.7736666670000005, 9.1059999999999999, 
    9.9666666670000001, 9.8776666669999997, 10, 7.7736666669999996, 
    9.2686666669999997, 4, 8.1020000000000003, 10, 5.6666666670000003, 
    9.6406760150000004, 9.5373333329999994, 9.3336666669999993, 
    8, 6.875, 9.6176666669999999, 8.3333333330000006, 7.233333333, 
    8.5500000000000007, 9.475333333, 10, 6.6745020080000002, 
    6.3333333329999997, 8.2400000000000002, 8.6699999999999999, 
    10, 9.6709999999999994, 8.3333333330000006, 6.5393333330000001, 
    8.100333333, 4.8686666670000003, NA, 8.7880000000000003, 
    10, 9.4483333330000008, 9.5513333330000005, 7.854666667, 
    7.6680000000000001, 9.3333333330000006, 7.9703333330000001, 
    9.3333333330000006, 10, 8.6666666669999994, 8.4039999999999999, 
    9.0673333330000006, 5, 9.7050000000000001, 9.5, 6.6666666670000003, 
    9.8593333330000004, 9.3333333330000006, 9.520333333, 7.7076666669999998, 
    6.4713333329999996, 9.5890000000000004, 8.6083333329999991, 
    9.6483333330000001, 8.4043333330000003, 9.2210000000000001, 
    8.8903333329999992, 9.6950000000000003, 7.7465000000000002, 
    8.9043333330000003, 7.0866666670000003, 7.7313333330000003, 
    5.8913333330000004, 9.2596666669999994, 8.3333333330000006, 
    9.072666667, 9.899666667, 9.4776666669999994, 9.5877806989999996, 
    9.5573333330000008, 10, 9.8316666670000004, 8.1026666669999994, 
    8.5293333330000003, 7.9303037249999999, 8.5486666670000009, 
    9.6493333329999995, 9.3333333330000006, 8.7283333330000001, 
    8.3599999999999994, 10, 9.7240000000000002, 8.1606666669999992, 
    8.0973333329999999, 8.9444999999999997, 9.0293333330000003, 
    6.8040000000000003, 8, 4.2303333329999999, 10, 9.1906666670000003, 
    7.5736666670000004, 9.0830000000000002, 9.0069999999999997, 
    7.5073333330000001, NA, 7.9886666670000004, 8.7759999999999998, 
    9.7603333330000002, 9.3333333330000006, 5.5854187519999998, 
    9.0990000000000002, 8.6666666669999994, 9.4016666670000006, 
    9.1259999999999994, 9.5, 8.3333333330000006, 8.7356666670000003, 
    7.3339999999999996, 7.959333333, 9.1259999999999994, 7.935333333, 
    8.3333333330000006, 7.7716666669999999, 9.0060000000000002, 
    7.3399999999999999, 4.3006666669999998, 9.1355000000000004, 
    5, 7.7276666670000003, 2.6666666669999999, 6.9816376739999999, 
    6.6666666670000003, 8.7315718310000001, 6.7940120510000002, 
    9.4636633539999995, 9.5014048740000003, 9.0830516990000003, 
    8, 8.6227331990000007, 9.4806138840000003, 7.8638581040000002, 
    6, NA, 9.4794133299999999, 9.9479418430000006, 10, 7.2469268109999998, 
    9, 9.4804111809999991, 9.3333333330000006, 6.926128093, 9.4946255910000001, 
    9.7315611149999999, 9.3423136160000002, 5, 8.0067114089999993, 
    7.1450617279999999, 10, 8.8924709419999992, 7.8616666669999997, 
    6.5597484279999998, 9.2266185879999991, 7.2092145370000003, 
    9.1736393340000006, 6.3333333329999997, 6.2053177140000004, 
    6.8587023179999997, 8.8189595950000008, 9.0554418289999994, 
    8.4386753199999998, 9.5514173590000002, 9.9464402169999993, 
    7.3006479479999999, 9.2686666669999997, 4, 7.5117485229999996, 
    9.9523790779999999, 5.1554975079999998, 9.7327649730000001, 
    9.4824809489999993, 9.2108475589999994, 7.8663209590000003, 
    6.3333333329999997, 9.7780297560000005, 8.3333333330000006, 
    7.5573230579999997, 8.7062031359999992, 9.0668462359999999, 
    10, 9.5258779039999997, 6.3333333329999997, 8.0836126789999998, 
    8.0938982110000008, 10, 9.6199479120000007, 7.8886686020000001, 
    6.5945494709999997, 8.0975976470000006, 3.268221236, NA, 
    7.9710096940000001, 9.5224579899999995, 9.4330735150000002, 
    9.6666666669999994, 8.0503613680000008, 8.1763033830000005, 
    9.3333333330000006, 7.9906114779999999, 9.3333333330000006, 
    10, 7.7658824380000002, NA, 9.1321565249999992, 5, 9.6666666669999994, 
    NA, 6.6666666670000003, 9.6377713259999993, 9.3333333330000006, 
    9.413974455, 8.065862869, 7.015982277, 9.4873499050000003, 
    9.1719951749999993, 9.3304180839999997, 8.6268457269999992, 
    9.1716269839999995, 9.3709150329999993, 9.7009836509999996, 
    8.1399550200000004, 6.6666666670000003, 6.9997060769999999, 
    7.7476155540000002, 5.7944640129999998, 8.8906543140000007, 
    8.3333333330000006, 8.9427827050000008, 9.891549844, 9.5771353890000004, 
    9.7610485889999996, 9.1139017029999998, 10, 10, 8.5198508549999996, 
    8.7754432530000006, 8.4198946079999999, 8.6475518390000001, 
    9.6666666669999994, 9.3206679189999999, 8.1031567300000003, 
    8.3172150219999992, 10, 9.6231110310000005, 8.1669893449999993, 
    8.5251401680000001, 9, 8.9656750570000003, 7.3449740989999999, 
    7.6666666670000003, 3.6666666669999999, 10, 9.1846864299999993, 
    6.3335876999999998, 8.9460078289999991, 8.7339701299999994, 
    7.6501209379999997, NA, 7.9886666670000004, 9.1907250870000006, 
    9.8671388180000008, 9.3333333330000006, 5.5854187519999998, 
    8.9880478089999993, 8.470102893, 9.0665058060000003, 9.3098501050000007, 
    9.5, 8.3333333330000006, 8.6817254120000005, 7.0040707690000001, 
    7.9678234669999997, 8.8291457290000004, 6.8259240620000003, 
    8.3333333330000006, 7.5829183640000002, 9.0684167319999993, 
    7.8596950430000003, 4.7648997839999998, 9.1437985200000007, 
    5, 7.2124622560000002, 2.6666666669999999, 7.0558683630000001, 
    6.6472491859999998, 9, 7.1239999999999997, 9.717240898, 9.5962147679999994, 
    9.0267421100000007, 8, 8.6227331990000007, 9.7959999999999994, 
    7.9496666669999998, 7.3769999999999998, NA, 9.524608486, 
    9.6146085100000001, 10, NA, 9, 9.4804111809999991, 9.3333333330000006, 
    6.9880235769999999, 9.5334451480000002, 9.8841345460000003, 
    9.2349999999999994, 6.3966666669999999, 6.2126409120000003, 
    7.7996666670000003, 9.9607263530000001, 8.2714999999999996, 
    8, 6.5240795379999996, 9.3333333330000006, 7.1883333330000001, 
    9.3333333330000006, 6, 6.1061126229999996, 7.1105988660000001, 
    8.6767462220000002, 9.4182194769999992, 8.1461392999999997, 
    9.6791951750000003, 9.4943494039999994, 5.7933333329999996, 
    9.2686666669999997, 4.2804474020000001, 9.0475585350000003, 
    9.9937852039999999, 5.5306684820000003, 9.7886660229999993, 
    9.8335121579999996, 9.2348035599999996, 7.165552774, 6.9726666670000004, 
    9.9106930569999996, 8.3333333330000006, 6, 6.1863387059999999, 
    9.0368425220000006, NA, 9.8049004560000004, 7.5193333329999996, 
    8.3204999999999991, 8.9831071869999999, 10, 9.5903891229999996, 
    7.3992576100000003, 6.9410990999999997, 8.1956666669999994, 
    3.782666667, NA, 7.9769579110000004, 9.2093908570000007, 
    9.4301174779999997, 8.4652119260000003, 8.1156752430000001, 
    7.6275948180000004, 9.3333333330000006, 8.5231458359999994, 
    9.3333333330000006, 9.6666666669999994, 6.9614059890000002, 
    NA, 9.3333333330000006, 5, 10, NA, NA, 7.944241688, 9.2242108340000009, 
    9.5121958810000002, 7.6833333330000002, 7.5146666670000002, 
    9.5274108549999994, 9.3333333330000006, 9.2170000000000005, 
    9, 9.8613870099999996, 9.479666667, 9.5695251549999991, 8.7193092920000002, 
    9.6109818279999999, 6.8474021619999998, 9.2962837189999998, 
    5.2913333329999999, 8.9626666670000006, 8.2815614750000002, 
    8.9569054060000006, 9.9172610310000007, 9.6666666669999994, 
    9.7786513740000007, 9.5323248490000001, 10, 9.9410170129999997, 
    8.0312888620000003, 8.9583333330000006, 8.6097982490000007, 
    8.7413427160000001, 9.3333333330000006, 9.1830625989999994, 
    8.6554081570000001, 7.6284156789999997, 9.5, 9.6386074060000002, 
    8.3333333330000006, 8.5459400369999994, 9, 8.9777699290000008, 
    7.3380513360000004, NA, 7, 10, 8.9723402869999997, 7.7872041330000004, 
    9.0151775660000002, 8.5561588270000009, 7.3858742360000003, 
    NA, 7.9886666670000004, 8.0456666670000008, 9.9603978679999994, 
    9.3333333330000006, 5.5854187519999998, 8.9359999999999999, 
    8.1733244309999993, 8.9857248159999994, 9.0965044650000006, 
    9.5, 5, 8.4373333329999998, 7.2351663740000003, 8.2011241530000003, 
    9.2923358549999993, 8.2960457170000002, 8.3333333330000006, 
    7.9354172849999998, 8.5801272720000004, 7.934995915, 6.1473333329999997, 
    9.1470000000000002, 7.0419999999999998, 7.6920000000000002, 
    2.6666666669999999, 7.0453787119999998, 6.3139158520000001, 
    8.6666666669999994, 6.1654988319999999, 9.0395921179999998, 
    9.489701599, 9.0648535349999992, 7.6666666670000003, 8.8250179969999998, 
    9.6019059840000001, 8.2612826449999996, 6.161334063, NA, 
    9.5221527960000003, 9.6302412559999997, 10, NA, 8.6666666669999994, 
    9.5701806969999996, 9.2975798510000001, 6.5811473720000002, 
    7.084584585, 9.7249092380000004, 9.3814140619999993, 7.5362028700000003, 
    6.0387540489999996, 7.5628962299999998, 9.5014274749999998, 
    8.8791504000000003, 7.3193193189999999, 6.2926259590000004, 
    9.3333333330000006, 6.7597597599999997, 9.1506112850000001, 
    5.6666666670000003, 6.3333333329999997, 7.2844945609999998, 
    8.5766032190000008, 9.2283055950000001, 8.7932924480000008, 
    9.3863252310000007, 9.7325598329999998, 7.8652739479999996, 
    9.2739936509999996, 5.0076221070000004, 8.557817193, 10, 
    5.5306684820000003, 9.7497497499999994, 9.9316963890000007, 
    9.2006666970000008, 7.1291291289999998, 8.6282619870000001, 
    9.7105712250000007, 8.2802163120000003, 8.5859412670000008, 
    6, 8.891564163, NA, 9.6549883219999995, 8.4721388050000002, 
    8.9794794790000001, 9.2093894679999995, 10, 10, 6.6752638040000001, 
    7.0391962619999999, 8.1543858270000005, 2.8992325659999998, 
    NA, 6.9944137529999999, 9.3564001260000005, 9.3521254280000008, 
    7.3529757179999997, 8.0994456780000004, 8.5195437429999998, 
    8.9295962630000005, 8.5468551189999999, 9.3333333330000006, 
    8.3333333330000006, 7.7392555720000002, NA, 8.6968123950000003, 
    5, 10, NA, NA, 6.6666666670000003, 9.2963828900000003, 9.6596419519999994, 
    7.4600772539999998, 7.770437104, 9.2151211830000008, 8.5255438049999999, 
    9.3200205680000003, 8.5161828499999999, 9.7344495799999997, 
    8.6820153490000003, 9.5334831750000006, 9.5653058909999995, 
    9.6196196199999999, 7.159337796, 9.0533907689999999, 5.3253253249999997, 
    7.6713416429999999, 8.2489164210000006, 8.9352968879999999, 
    8.5187041029999993, 9.3333333330000006, 9.790718107, 9.4316571949999997, 
    10, 8.8981273630000004, 7.9985794200000004, 9.1398064730000002, 
    8.6189522860000007, 8.3333333330000006, 9.3333333330000006, 
    9.2023760929999998, 8.5434672290000009, 8.3231098699999997, 
    5.9474474470000001, 9.2731757889999997, 7.3333333329999997, 
    8.8547965709999996, 8.1441441440000002, 8.9777699290000008, 
    8.1616133029999993, NA, 6.207661614, 10, 8.8667168140000001, 
    7.473282609, 9.1708517880000002, 9.3973609539999998, 7.3858742360000003, 
    NA, 7.74641308, 8.8962295630000003, 10, 9.3333333330000006, 
    6.9810806970000003, 8.6759019399999993, 8.1492342890000007, 
    9.5174966839999993, 9.212329832, 9.5, 8.3333333330000006, 
    8.1788631709999997, 7.5071537929999996, 8.0848658879999995, 
    9.063406444, 8.5093311600000003, 8.3333333330000006, 7.6741416390000001, 
    8.0860250649999994, 8.2252536389999999, 6.4891558219999999, 
    9.084584585, 6.7787787789999996, 8, 4.7894390099999997, 7.0385385390000001, 
    5.6666666670000003, 8.6666666669999994, 5.2412746080000003, 
    8.8338718430000007, 9.4046827969999995, 8.9241257100000002, 
    8, 9.2077258369999999, 8.4737615309999992, 8.2633683300000005, 
    6.161334063, NA, 9.6027628909999994, 9.6167953639999997, 
    10, NA, 9, 9.2599091950000005, 8.2809154449999998, 7.0527264389999997, 
    9.2997998000000006, 9.4865724169999996, 9.3814140619999993, 
    7.5985985989999998, 7.2944618080000003, 7.5005005010000003, 
    9.3609771720000001, 8.8211297220000002, 7.4344344339999999, 
    6.0347013680000003, 8.9410455560000006, 6.7600934270000002, 
    8.4873346049999991, 6.3333333329999997, 6.3333333329999997, 
    7.1391868479999996, 9.1921608910000003, 8.9502509359999998, 
    8.7953218440000001, 9.3254361629999991, 9.6608732209999992, 
    7.840782871, 9.3029082970000001, 5.8973667470000004, 8.5165627920000002, 
    9.9958458029999999, 4.8505816169999996, 7.9094245900000004, 
    9.6449601850000004, 8.8766096399999999, 7.095328662, 8.9615953200000007, 
    8.7013123639999996, 7.9277277010000002, 7.7471790049999996, 
    6, 9.1181430399999996, NA, 9.1626626630000008, 8.4297630960000003, 
    8.1668668669999995, 9.0999417779999998, 10, 9.4526494529999994, 
    4.6666666670000003, 6.6668939969999998, 8.1543858270000005, 
    4.308308308, NA, 6, 9.2657645449999997, 9.2698962740000006, 
    8.2331577780000007, 8.3757310979999993, 8.901026624, 8.9197530860000001, 
    8.4789919240000007, 9.3333333330000006, 8.3333333330000006, 
    7.8562529630000002, NA, 8.5731668110000001, 5, 10, NA, NA, 
    6.6666666670000003, 9.2091861940000008, 9.6455086419999994, 
    7.9355586919999999, 7.6983316650000004, 9.5019325850000005, 
    8.9641399839999991, 9.2510142850000001, 8.0110110110000008, 
    9.4922373449999995, 8.6481481480000006, 9.0949896490000004, 
    9.5, 9.7794794790000008, 7.3993963220000003, 8.9406301339999992, 
    5.0830163500000003, 8.666833488, 8.2120650729999998, 8.8701259229999998, 
    9.611909722, 9.5121970539999996, 9.790718107, 8.4058129610000005, 
    10, 8.9451437610000006, 8.5616614979999994, 9.1798798799999997, 
    8.6990657319999993, 8.3333333330000006, 9.3333333330000006, 
    9.1435246980000002, 7.948433541, 6.5282475780000002, 9.5, 
    9.0023219599999997, 7.7712482600000001, 8.8017534770000001, 
    7.9215215219999999, 9.0210329530000006, 8.3229790559999994, 
    NA, 6.207661614, 10, 8.8778637489999994, 7.5316594879999998, 
    9.2665107419999995, 9.1629407460000003, 7.3858742360000003, 
    NA, 8.0456122790000002, 8.9917584250000004, 9.9793320059999999, 
    9.3333333330000006, 6.9810806970000003, 8.6705017790000003, 
    8.3306728559999996, 9.6786719409999993, 9.2646539170000004, 
    9.5, 8.3333333330000006, 8.8455298379999991, 8.1171379130000005, 
    7.5177722999999999, 9.0765989269999992, 8.0877485849999999, 
    7.6388722060000003, 7.3341409520000003, 7.775749018, 8.1574883810000003, 
    5.9287620949999997, 9.6278778779999996, 6.5582082079999999, 
    7.8733092579999999, 4.7894390099999997, 7.0014587759999998, 
    4.7236725939999999, 6.5504463050000004, 6.9589966079999996, 
    9.1155750950000005, 9.9393770119999996, 9.6862747379999998, 
    7.5873432090000001, 9.464610038, 9.4561894340000006, 7.2821965500000001, 
    8.5332840070000007, NA, 9.1838714970000002, 9.7952859360000009, 
    9.3474396100000003, NA, 8.8124511630000004, 9.2540756470000005, 
    9.109639756, 5.6464459849999997, NA, 9.8314101839999992, 
    9.6824338710000006, 8.6946585079999998, NA, 7.4651874319999996, 
    9.6686521229999993, NA, 7.2706847540000004, 6.0805413479999997, 
    9.2613060770000004, 7.0767901369999997, 8.6368994029999993, 
    4.7078078080000001, 5.9350300730000001, 7.725973647, 8.8511455389999991, 
    8.9996161699999995, 9.3428131170000004, 9.3003818959999993, 
    9.9350058800000003, 7.3521149269999997, 9.3013931089999993, 
    5.6849287500000001, 9.9599599600000008, 9.9767122199999996, 
    4.8505816169999996, 9.5993660330000008, 9.8127032609999993, 
    9.3633366769999995, 7.5229922900000004, NA, 9.487185534, 
    7.7651358400000001, 8.0029362699999993, 8.7981991199999996, 
    8.6556348179999993, NA, 9.2886974319999993, 8.4249692849999995, 
    8.5595389159999993, 9.4433949599999991, 9.3106439769999998, 
    9.4739879069999997, 7.6329662999999996, 6.301462559, 7.6607329660000003, 
    4.7253268320000004, NA, 8.7965103229999997, 7.6730555300000001, 
    8.3126252540000003, 8.5131141400000008, 8.2162436650000004, 
    9.0687088669999998, 9.8472851039999991, 8.6718796220000005, 
    9.1425067089999992, 9.781748361, 8.9454022739999992, NA, 
    9.6666666669999994, NA, 9.0918567150000005, NA, NA, 9.8567030469999999, 
    8.3055643060000008, 9.7694549389999992, 6.3325177159999999, 
    8.4518745269999993, 9.6209054399999996, 8.9680214619999994, 
    9.3833051609999991, 8.5390390390000004, 8.8963916179999991, 
    8.5814282039999998, 8.9357643329999998, 9.4499105009999997, 
    9.7973932700000006, 7.4168985349999996, 8.4524322600000001, 
    2.2067336260000001, 9.7773500650000003, 6.6390817980000003, 
    9.7096374829999998, 9.8560813790000008, 8.9952428179999995, 
    9.7941032180000001, 9.4099353309999998, 9.8995989830000006, 
    9.7368516889999999, 7.6621946080000001, 9.1858805780000008, 
    8.953405235, 8.0709534969999996, 8.4226289580000007, 8.2363858410000006, 
    8.5846846849999991, 8.1447396150000007, NA, 7.7068405819999999, 
    8.0530573210000007, 8.5505882329999991, NA, 9.4958222059999997, 
    9.6000638949999999, NA, 5.716504509, 9.2386905719999994, 
    9.0524117840000002, 8.8447118719999995, 9.619668119, 9.6843223540000007, 
    7.2833500170000001, NA, NA, NA, 9.818480654, 9.0874199220000005, 
    4.8382150130000001, 8.6562336850000001, NA, 8.2463574869999992, 
    8.9561019930000008, NA, 7.313141967, 8.1025692360000008, 
    8.0764778649999993, 6.9086433459999999, 8.6026693359999999, 
    9.0050960960000008, 7.7451856460000004, 9.4455425230000003, 
    9.7253195179999992, 6.2346026170000002, 8.799356221, 9.6147433109999998, 
    NA, 6.7833511800000004, 4.7894390099999997, 6.9833346269999996, 
    4.4255508810000004, 5.5948406000000004, 6.3626244639999996, 
    9.2835141060000002, 9.9698740089999998, 9.6253177109999992, 
    7.5029346190000004, 9.4903642329999993, 9.335789793, 7.2705111450000004, 
    8.5167725759999993, NA, 9.1475803879999997, 9.8060852749999992, 
    8.7022266540000004, NA, 8.8842195890000006, 8.9430202080000001, 
    8.5982205359999995, 5.7055284830000002, NA, 9.4836603799999999, 
    9.755605718, 7.5425115250000001, NA, 7.4450430560000003, 
    9.6686521229999993, NA, 7.0986830449999996, 6.0269428749999996, 
    9.2828955709999992, 6.729676048, 8.8206463060000004, 5.1100921210000001, 
    5.7732822119999998, 7.809755376, 8.1898455220000006, 9.3987598660000007, 
    9.7457126019999993, 9.3758713339999993, 9.9700348999999999, 
    7.5006566599999998, 9.3004972929999994, 5.9367461109999997, 
    9.8443459870000005, 9.9786787790000009, 4.8505816169999996, 
    9.6259528200000002, 9.8376851399999996, 9.408676432, 7.5564841930000002, 
    NA, 9.6126252230000002, 7.7249319569999999, 8.2068582279999998, 
    8.9317678960000002, 8.7976200179999999, NA, 8.9526145550000003, 
    8.4345179080000001, 8.5585082250000006, 9.5305834320000002, 
    9.7077312199999994, 9.4785894400000004, 6.2453834669999999, 
    6.382028203, 7.3049109320000003, 6.0872824169999999, NA, 
    8.8885524520000008, 8.0736098690000002, 8.3604428970000004, 
    8.2172930849999997, 8.3285560390000004, 8.1579933380000007, 
    9.8963644629999994, 8.8173101670000005, 9.1526028260000007, 
    9.7477579149999993, 8.7306723349999995, NA, 9.6666666669999994, 
    NA, 9.0918567150000005, NA, NA, 9.5529398929999996, 8.5990230570000001, 
    9.822643738, 6.4463249410000003, 8.2275597749999996, 9.3859811230000005, 
    9.0486971230000002, 9.5937550839999997, 8.5240240239999991, 
    8.9835148369999995, 8.7140107029999996, 9.1255674790000008, 
    8.9499105009999997, 9.5888451480000008, 7.6392618199999998, 
    8.3655533910000006, 2.2198454010000002, 9.7792183040000005, 
    6.7449863050000003, 9.7173555149999995, 9.9411081990000003, 
    9.3588660659999992, 9.5906891870000006, 9.4351662279999999, 
    9.5662656500000001, 8.1111618199999995, 8.0963333909999999, 
    8.8664307139999998, 8.4624437060000002, 8.4702420979999999, 
    8.5031629990000006, 8.3099043780000006, 8.7291321709999998, 
    8.2245179119999996, NA, 8.0704578120000008, 7.1268753809999996, 
    8.2172549000000004, NA, 9.5698346900000004, 9.5389813649999997, 
    NA, 5.37796669, 9.3386079239999997, 9.2940851809999998, 8.9266203019999999, 
    9.6930154779999995, 9.7718026649999992, 7.1814198620000003, 
    NA, NA, NA, 9.9601724090000001, 9.0717450199999998, 3.0119889739999999, 
    8.7008359790000007, NA, 8.2852992430000008, 9.00779277, NA, 
    7.1503771389999997, 7.8403009319999999, 8.0922278209999998, 
    7.0334222569999998, 8.6311474760000007, 8.0929729419999994, 
    7.8729526969999997, 9.984442112, 9.7115572579999991, 6.5534662690000003, 
    7.9992576700000004, 8.9932959490000002, NA, 7.188506276, 
    4.7894390099999997), ef_regulation_labor_minwage = c(5.5666666669999998, 
    5.5666666669999998, 8.9000000000000004, 2.766666667, 5.5666666669999998, 
    8.9000000000000004, 8.9000000000000004, 8.3333333330000006, 
    8.9000000000000004, 8.3333333330000006, 10, 8.9000000000000004, 
    10, 8.9000000000000004, 7.766666667, 6.0999999999999996, 
    10, 1.1000000000000001, 5.5666666669999998, 10, 2.233333333, 
    10, 5.5666666669999998, 6.6666666670000003, 10, 6.6666666670000003, 
    7.233333333, 8.9000000000000004, 3.8999999999999999, 0, 5, 
    6.6666666670000003, 8.9000000000000004, 8.9000000000000004, 
    1.6666666670000001, 1.1000000000000001, 2.233333333, 5.5666666669999998, 
    5.5666666669999998, 5.5666666669999998, 8.9000000000000004, 
    10, 5.5666666669999998, 4.4333333330000002, 10, 4.4333333330000002, 
    6.6666666670000003, 6.6666666670000003, 8.9000000000000004, 
    3.8999999999999999, 2.233333333, 7.233333333, 10, 6.6666666670000003, 
    8.9000000000000004, 10, 5.5666666669999998, 3.3333333330000001, 
    4.4333333330000002, 3.3333333330000001, 8.9000000000000004, 
    6.6666666670000003, 0, 10, 7.233333333, 5.5666666669999998, 
    7.2166666670000001, 1.1000000000000001, 7.766666667, 3.3333333330000001, 
    8.9000000000000004, 8.9000000000000004, 5.5666666669999998, 
    8.9000000000000004, 8.9000000000000004, 7.766666667, 10, 
    6.6666666670000003, 5.5666666669999998, 10, 5, 5.5666666669999998, 
    5, 5.5666666669999998, 6.6666666670000003, 6.6666666670000003, 
    7.233333333, 8.3333333330000006, 2.233333333, 7.233333333, 
    0, 4.4333333330000002, 10, 4.4333333330000002, 7.233333333, 
    4.4333333330000002, 6.6666666670000003, 6.6666666670000003, 
    5.5666666669999998, 8.9000000000000004, 5.5666666669999998, 
    0, 3.3333333330000001, 8.9000000000000004, 10, 3.3333333330000001, 
    6.6666666670000003, 8.9000000000000004, 6.6666666670000003, 
    1.6666666670000001, 10, 7.233333333, 8.9000000000000004, 
    1.1000000000000001, 2.233333333, 7.766666667, 4.4333333330000002, 
    3.8999999999999999, 7.766666667, 5.5666666669999998, 2.233333333, 
    10, 3.8999999999999999, 4.4500000000000002, 10, 8.3333333330000006, 
    0, 2.233333333, 8.9000000000000004, 3.3333333330000001, 10, 
    NA, 2.233333333, 5.5666666669999998, 3.8999999999999999, 
    10, 8.3333333330000006, 10, 8.9000000000000004, 6.6666666670000003, 
    10, 8.3333333330000006, 6.6666666670000003, 5.5666666669999998, 
    5.5666666669999998, 5.5666666669999998, 2.233333333, 1.6666666670000001, 
    10, 6.0999999999999996, 5.5666666669999998, 10, 5.5666666669999998, 
    10, 8.9000000000000004, 9.4499999999999993, 8.9000000000000004, 
    0, 7.766666667, 8.9000000000000004, 3.3333333330000001, 6.6666666670000003, 
    5.5666666669999998, 5.5666666669999998, 8.9000000000000004, 
    1.6666666670000001, 5.5666666669999998, 8.9000000000000004, 
    8.9000000000000004, 8.3333333330000006, 8.9000000000000004, 
    8.3333333330000006, 10, 8.9000000000000004, NA, 8.9000000000000004, 
    7.766666667, 6.0999999999999996, 10, 1.1000000000000001, 
    4.4333333330000002, 10, 2.233333333, 10, 5.5666666669999998, 
    6.6666666670000003, 10, 6.6666666670000003, 7.233333333, 
    8.9000000000000004, 3.8999999999999999, 0, 5, 6.6666666670000003, 
    8.9000000000000004, 8.9000000000000004, 5, 1.1000000000000001, 
    2.233333333, 4.4333333330000002, 5.5666666669999998, 5.5666666669999998, 
    10, 10, 5.5666666669999998, 4.4333333330000002, 10, 5.5666666669999998, 
    6.6666666670000003, 6.6666666670000003, 7.766666667, 3.8999999999999999, 
    2.233333333, 8.3333333330000006, 10, 6.6666666670000003, 
    8.9000000000000004, 10, 5.5666666669999998, 3.3333333330000001, 
    3.3333333330000001, 3.3333333330000001, 8.9000000000000004, 
    6.6666666670000003, 0, 10, 7.233333333, 5.5666666669999998, 
    6.6666666670000003, 1.1000000000000001, 8.9000000000000004, 
    NA, 8.9000000000000004, 8.9000000000000004, 5.5666666669999998, 
    8.9000000000000004, 8.9000000000000004, 8.9000000000000004, 
    10, 6.6666666670000003, 5.5666666669999998, 10, 5, 5.5666666669999998, 
    5, 5.5666666669999998, 6.6666666670000003, 10, 6.0999999999999996, 
    8.3333333330000006, 2.233333333, 7.233333333, 0, 4.4333333330000002, 
    10, 4.4333333330000002, 7.233333333, 4.4333333330000002, 
    5.5666666669999998, 6.6666666670000003, 5.5666666669999998, 
    10, 5.5666666669999998, 1.1000000000000001, 3.3333333330000001, 
    8.9000000000000004, 10, 3.3333333330000001, 6.6666666670000003, 
    8.9000000000000004, 6.6666666670000003, 1.6666666670000001, 
    10, 7.233333333, 7.766666667, 1.1000000000000001, 2.233333333, 
    6.6666666670000003, 4.4333333330000002, 3.8999999999999999, 
    7.766666667, 8.9000000000000004, 2.233333333, 10, 3.8999999999999999, 
    3.8999999999999999, 10, 10, 0, 2.233333333, 6.6666666670000003, 
    3.3333333330000001, 10, 6.6666666670000003, 2.233333333, 
    5.5666666669999998, 3.8999999999999999, 10, NA, 8.9000000000000004, 
    8.9000000000000004, 6.6666666670000003, 10, 7.233333333, 
    3.3333333330000001, 5.5666666669999998, 5.5666666669999998, 
    5.5666666669999998, 2.233333333, 1.6666666670000001, 10, 
    6.0999999999999996, 4.4333333330000002, 10, 5.5666666669999998, 
    10, 8.9000000000000004, 10, 5.5666666669999998, 0, 7.766667, 
    7.766666667, 3.3333333330000001, 6.6666666670000003, 5.5666666669999998, 
    5.5666666669999998, 2.233333333, 2.766666667, 5.5666666669999998, 
    8.9000000000000004, 8.9000000000000004, 8.3333333330000006, 
    8.9000000000000004, 8.3333333330000006, 10, 8.9000000000000004, 
    NA, 8.9000000000000004, 7.766666667, 6.0999999999999996, 
    10, 1.1000000000000001, 4.4333333330000002, 10, 2.233333333, 
    10, 5.5666666669999998, 6.6666666670000003, 10, 6.6666666670000003, 
    7.233333333, 8.9000000000000004, 3.8999999999999999, 1.1000000000000001, 
    6.0999999999999996, 6.6666666670000003, 8.9000000000000004, 
    8.9000000000000004, 2.766666667, 1.1000000000000001, 2.233333333, 
    4.4333333330000002, 5.5666666669999998, 5.5666666669999998, 
    8.9000000000000004, 10, 5.5666666669999998, 4.4333333330000002, 
    10, 5.5666666669999998, 6.6666666670000003, 6.6666666670000003, 
    7.766666667, 3.8999999999999999, 2.233333333, 8.3333333330000006, 
    10, 6.6666666670000003, 5.5666666669999998, 8.9000000000000004, 
    5.5666666669999998, 4.4333333330000002, 3.3333333330000001, 
    3.3333333330000001, 8.9000000000000004, 6.6666666670000003, 
    0, 10, 7.233333333, 5.5666666669999998, 6.6666666670000003, 
    1.1000000000000001, 8.9000000000000004, NA, 8.9000000000000004, 
    8.9000000000000004, 5.5666666669999998, 8.9000000000000004, 
    8.9000000000000004, 8.9000000000000004, 10, 6.6666666670000003, 
    5.5666666669999998, 10, 5, 4.4333333330000002, 5, 5.5666666669999998, 
    6.6666666670000003, 7.766666667, 7.233333333, 8.3333333330000006, 
    2.233333333, 6.0999999999999996, 0, 3.3333333330000001, 10, 
    4.4333333330000002, 7.233333333, 4.4333333330000002, 5.5666666669999998, 
    6.6666666670000003, 5.5666666669999998, 10, 5.5666666669999998, 
    0, 3.3333333330000001, 10, 10, 3.3333333330000001, 6.6666666670000003, 
    8.9000000000000004, 6.6666666670000003, 1.6666666670000001, 
    10, 3.8999999999999999, 8.9000000000000004, 1.1000000000000001, 
    2.233333333, 6.6666666670000003, 4.4333333330000002, 3.8999999999999999, 
    7.766666667, 8.9000000000000004, 5.5666666669999998, 10, 
    3.8999999999999999, 3.8999999999999999, 10, 10, 0, 2.233333333, 
    5.5666666669999998, 3.3333333330000001, 10, 6.6666666670000003, 
    2.233333333, 5.5666666669999998, 2.233333333, 10, NA, 10, 
    8.9000000000000004, 6.6666666670000003, 10, 7.233333333, 
    3.3333333330000001, 5.5666666669999998, 5.5666666669999998, 
    5.5666666669999998, 3.3333333330000001, 1.6666666670000001, 
    10, 7.766666667, 5.5666666669999998, 10, 5.5666666669999998, 
    10, 8.9000000000000004, 10, 5.5666666669999998, 2.233333333, 
    7.766666667, 8.9000000000000004, 6.6666666670000003, 6.6666666670000003, 
    5.5666666669999998, 5.5666666669999998, 3.3333333330000001, 
    1.6666666670000001, 6.6666666670000003, 8.9000000000000004, 
    8.9000000000000004, 8.3333333330000006, 8.9000000000000004, 
    8.3333333330000006, 10, 8.9000000000000004, NA, 8.9000000000000004, 
    7.766666667, 6.0999999999999996, 10, 2.233333333, 4.4333333330000002, 
    10, 2.233333333, 10, 5.5666666669999998, 7.766666667, 10, 
    6.6666666670000003, 7.233333333, 8.9000000000000004, 3.8999999999999999, 
    0, 6.0999999999999996, 6.6666666670000003, 8.9000000000000004, 
    8.9000000000000004, 1.6666666670000001, 1.1000000000000001, 
    1.1000000000000001, 4.4333333330000002, 5.5666666669999998, 
    5.5666666669999998, 10, 10, 5.5666666669999998, 4.4333333330000002, 
    10, 5.5666666669999998, 6.6666666670000003, 6.6666666670000003, 
    7.766666667, 3.8999999999999999, 2.233333333, 8.3333333330000006, 
    10, 6.6666666670000003, 6.6666666670000003, 8.9000000000000004, 
    5.5666666669999998, 4.4333333330000002, 6.6666666670000003, 
    3.3333333330000001, 8.9000000000000004, 6.6666666670000003, 
    0, 10, 7.233333333, 5.5666666669999998, 7.766666667, 1.1000000000000001, 
    7.766666667, NA, 8.9000000000000004, 10, 5.5666666669999998, 
    8.9000000000000004, 8.9000000000000004, 8.9000000000000004, 
    10, 6.6666666670000003, 5.5666666669999998, 10, 5, NA, 2.233333333, 
    5.5666666669999998, 7.766666667, NA, 8.3333333330000006, 
    8.3333333330000006, 2.233333333, 6.0999999999999996, 1.1000000000000001, 
    5.5666666669999998, 10, 4.4333333330000002, 7.233333333, 
    4.4333333330000002, 6.6666666670000003, 6.6666666670000003, 
    5.5666666669999998, 8.9000000000000004, 6.6666666670000003, 
    1.1000000000000001, 3.3333333330000001, 10, 10, 3.3333333330000001, 
    6.6666666670000003, 8.9000000000000004, 6.6666666670000003, 
    1.6666666670000001, 8.9000000000000004, 3.8999999999999999, 
    8.9000000000000004, 1.1000000000000001, 2.233333333, 7.766666667, 
    3.3333333330000001, 3.8999999999999999, 7.766666667, 8.9000000000000004, 
    5.5666666669999998, 10, 5, 5, 10, 10, 0, 2.233333333, 5.5666666669999998, 
    6.6666666670000003, 10, 6.6666666670000003, 2.233333333, 
    5.5666666669999998, 2.233333333, 10, NA, 10, 8.9000000000000004, 
    6.6666666670000003, 10, 6.0999999999999996, 2.233333333, 
    5.5666666669999998, 4.4333333330000002, 5.5666666669999998, 
    3.3333333330000001, 1.6666666670000001, 10, 6.0999999999999996, 
    5.5666666669999998, 10, 5.5666666669999998, 10, 8.9000000000000004, 
    10, 5.5666666669999998, 2.233333333, 7.766666667, 8.9000000000000004, 
    6.6666666670000003, 6.6666666670000003, 5.5666666669999998, 
    5.5666666669999998, 3.3333333330000001, 3.8999999999999999, 
    6.6666666670000003, 8.9000000000000004, 10, 8.3333333330000006, 
    8.9000000000000004, 8.3333333330000006, 5.5666666669999998, 
    8.9000000000000004, NA, 8.9000000000000004, 7.766666667, 
    6.0999999999999996, NA, 2.233333333, 3.3333333330000001, 
    10, 2.233333333, 10, 6.6666666670000003, 7.766666667, 10, 
    5.5666666669999998, 7.233333333, 8.9000000000000004, 5, 2.766666667, 
    5, 6.6666666670000003, 8.9000000000000004, 8.9000000000000004, 
    1.6666666670000001, 2.233333333, 2.233333333, 6.6666666670000003, 
    2.233333333, 6.6666666670000003, 10, 10, 5.5666666669999998, 
    5.5666666669999998, 10, 6.6666666670000003, 6.6666666670000003, 
    6.6666666670000003, 7.766666667, 3.8999999999999999, 3.3333333330000001, 
    8.3333333330000006, 10, 10, 6.6666666670000003, 10, 5.5666666669999998, 
    5.5666666669999998, NA, 3.3333333330000001, 10, 6.6666666670000003, 
    0, 10, 7.233333333, 5.5666666669999998, 10, 2.233333333, 
    7.766666667, NA, 8.9000000000000004, 8.9000000000000004, 
    7.233333333, 8.9000000000000004, 8.9000000000000004, 8.9000000000000004, 
    10, 7.766666667, 6.6666666670000003, 10, 5, NA, 2.233333333, 
    5.5666666669999998, 7.766666667, NA, NA, 8.3333333330000006, 
    2.233333333, 7.233333333, 1.1000000000000001, 4.4333333330000002, 
    10, 6.6666666670000003, 6.0999999999999996, 5.5666666669999998, 
    10, 6.6666666670000003, 5.5666666669999998, 8.9000000000000004, 
    5.5666666669999998, 1.1000000000000001, 3.3333333330000001, 
    0, 10, 3.3333333330000001, 6.6666666670000003, 8.9000000000000004, 
    6.6666666670000003, 1.6666666670000001, 7.766666667, 3.8999999999999999, 
    10, 2.233333333, 2.233333333, 7.766666667, 5.5666666669999998, 
    3.8999999999999999, 4.4333333330000002, 8.9000000000000004, 
    3.8999999999999999, 10, 5, 5, 10, 10, 2.233333333, 2.233333333, 
    NA, 6.6666666670000003, 10, 6.6666666670000003, 2.233333333, 
    4.4333333330000002, 2.233333333, 10, NA, 10, 10, 6.6666666670000003, 
    10, 6.0999999999999996, 2.233333333, 6.6666666670000003, 
    4.4333333330000002, 6.6666666670000003, 3.3333333330000001, 
    1.6666666670000001, 10, 8.3333333330000006, 5.5666666669999998, 
    10, 5.5666666669999998, 10, 8.9000000000000004, 10, 6.6666666670000003, 
    3.3333333330000001, 8.9000000000000004, 8.9000000000000004, 
    7.766666667, 6.6666666670000003, 5.5666666669999998, 5.5666666669999998, 
    3.3333333330000001, 3.8999999999999999, 6.6666666670000003, 
    8.9000000000000004, 10, 8.3333333330000006, 8.9000000000000004, 
    10, 5.5666666669999998, 8.9000000000000004, NA, 8.9000000000000004, 
    7.766666667, 6.0999999999999996, NA, 2.233333333, 3.3333333330000001, 
    10, 2.233333333, 10, 6.6666666670000003, 7.766666667, 10, 
    5.5666666669999998, 7.233333333, 8.9000000000000004, 5, 2.766666667, 
    5, 6.6666666670000003, 8.9000000000000004, 8.9000000000000004, 
    1.6666666670000001, 2.233333333, 2.233333333, 6.6666666670000003, 
    2.233333333, 6.6666666670000003, 6.6666666670000003, 10, 
    5.5666666669999998, 5.5666666669999998, 10, 6.6666666670000003, 
    6.6666666670000003, 6.6666666670000003, 7.766666667, 3.8999999999999999, 
    3.3333333330000001, 8.3333333330000006, 10, 10, 6.6666666670000003, 
    10, 5.5666666669999998, 5.5666666669999998, NA, 3.3333333330000001, 
    10, 6.6666666670000003, 0, 10, 7.233333333, 5.5666666669999998, 
    10, 2.233333333, 7.766666667, NA, 8.9000000000000004, 8.9000000000000004, 
    7.233333333, 8.9000000000000004, 8.9000000000000004, 8.9000000000000004, 
    10, 7.766666667, 6.6666666670000003, 10, 5, NA, 2.233333333, 
    5.5666666669999998, 7.766666667, NA, NA, 8.3333333330000006, 
    2.233333333, 7.233333333, 1.1000000000000001, 4.4333333330000002, 
    10, 6.6666666670000003, 6.0999999999999996, 5.5666666669999998, 
    10, 6.6666666670000003, 5.5666666669999998, 8.9000000000000004, 
    5.5666666669999998, 1.1000000000000001, 3.3333333330000001, 
    NA, 10, 3.3333333330000001, 6.6666666670000003, 8.9000000000000004, 
    6.6666666670000003, 0, 7.766666667, 3.8999999999999999, 10, 
    2.233333333, 2.233333333, 7.766666667, 5.5666666669999998, 
    3.8999999999999999, 4.4333333330000002, 8.9000000000000004, 
    2.233333333, 10, 3.3333333330000001, 5, 10, 10, 2.233333333, 
    2.233333333, NA, 6.6666666670000003, 10, 6.6666666670000003, 
    2.233333333, 4.4333333330000002, 5.5666666669999998, 10, 
    NA, 10, 10, 6.6666666670000003, 10, 6.0999999999999996, 2.233333333, 
    6.6666666670000003, 4.4333333330000002, 6.6666666670000003, 
    3.3333333330000001, 1.6666666670000001, 10, 8.3333333330000006, 
    5.5666666669999998, 10, 5.5666666669999998, 10, 8.9000000000000004, 
    10, 6.6666666670000003, 3.3333333330000001, 8.9000000000000004, 
    8.9000000000000004, 7.766666667, 6.6666666670000003, 5.5666666669999998, 
    5.5666666669999998, 3.3333333330000001, 3.8999999999999999, 
    6.6666666670000003, 8.9000000000000004, 10, 8.3333333330000006, 
    8.9000000000000004, 10, 5.5666666669999998, NA, NA, 8.9000000000000004, 
    7.766666667, 6.0999999999999996, NA, 2.233333333, 3.3333333330000001, 
    10, 2.233333333, 10, 6.6666666670000003, 7.766666667, 10, 
    5.5666666669999998, 7.233333333, 8.9000000000000004, 5, 2.766666667, 
    5, 6.6666666670000003, 8.9000000000000004, 8.9000000000000004, 
    1.6666666670000001, 2.233333333, 2.233333333, 6.6666666670000003, 
    2.233333333, 6.6666666670000003, 6.6666666670000003, 10, 
    5.5666666669999998, 5.5666666669999998, 10, 6.6666666670000003, 
    5, 6.6666666670000003, 7.766666667, 3.8999999999999999, 3.3333333330000001, 
    8.3333333330000006, 10, 10, 6.6666666670000003, 10, 5.5666666669999998, 
    5.5666666669999998, NA, 3.3333333330000001, 10, 6.6666666670000003, 
    0, 10, 7.233333333, 5.5666666669999998, 10, 2.233333333, 
    7.766666667, NA, 8.9000000000000004, 8.9000000000000004, 
    3.8999999999999999, 8.9000000000000004, 8.9000000000000004, 
    8.9000000000000004, 10, 7.766666667, 6.6666666670000003, 
    10, 5, NA, 2.233333333, 5.5666666669999998, 7.766666667, 
    NA, NA, 8.3333333330000006, 2.233333333, 7.233333333, 1.1000000000000001, 
    4.4333333330000002, 10, 5, NA, 5.5666666669999998, 10, 6.6666666670000003, 
    5.5666666669999998, 8.9000000000000004, 8.9000000000000004, 
    1.1000000000000001, 1.6666666670000001, NA, 10, 3.3333333330000001, 
    6.6666666670000003, 8.9000000000000004, 6.6666666670000003, 
    0, 7.766666667, 3.8999999999999999, 10, 2.233333333, 2.233333333, 
    7.766666667, 5.5666666669999998, 3.8999999999999999, 4.4333333330000002, 
    5.5666666669999998, 2.233333333, 10, 3.3333333330000001, 
    5, 10, 10, 3.8999999999999999, 2.233333333, NA, 6.6666666670000003, 
    10, 6.6666666670000003, 2.233333333, 4.4333333330000002, 
    2.233333333, 10, NA, 10, 10, 6.6666666670000003, 8.3333333330000006, 
    6.0999999999999996, 2.233333333, 6.6666666670000003, 1.1000000000000001, 
    6.6666666670000003, 6.6666666670000003, 1.6666666670000001, 
    10, 8.3333333330000006, 5.5666666669999998, 10, 5.5666666669999998, 
    10, 8.9000000000000004, 10, 6.6666666670000003, 3.3333333330000001, 
    7.233333333, 8.9000000000000004, 7.766666667, 6.6666666670000003, 
    5.5666666669999998, 5.5666666669999998, 3.3333333330000001, 
    3.8999999999999999, 5, 10, 10, 8.3333333330000006, 10, 10, 
    5.5666666669999998, NA, NA, 8.9000000000000004, 8.9000000000000004, 
    6.0999999999999996, NA, 2.233333333, 3.3333333330000001, 
    10, 2.233333333, NA, 6.6666666670000003, 6.6666666670000003, 
    10, NA, 7.233333333, 8.9000000000000004, NA, 2.766666667, 
    6.0999999999999996, 6.6666666670000003, 8.9000000000000004, 
    8.9000000000000004, 1.6666666670000001, 2.233333333, 2.233333333, 
    6.6666666670000003, 2.233333333, 6.6666666670000003, 6.6666666670000003, 
    10, 5.5666666669999998, 5.5666666669999998, 10, 6.6666666670000003, 
    6.6666666670000003, 6.6666666670000003, 7.766666667, 3.8999999999999999, 
    3.3333333330000001, 8.3333333330000006, NA, 10, 6.6666666670000003, 
    8.9000000000000004, 5.5666666669999998, 5.5666666669999998, 
    NA, 3.3333333330000001, 8.9000000000000004, 8.9000000000000004, 
    0, 10, 7.233333333, 5.5666666669999998, 10, 2.233333333, 
    7.766666667, NA, 8.9000000000000004, 8.9000000000000004, 
    5.5666666669999998, 8.9000000000000004, 8.9000000000000004, 
    8.9000000000000004, 10, 7.766666667, 5.5666666669999998, 
    10, 5, NA, 3.3333333330000001, NA, 7.766666667, NA, NA, 5, 
    2.233333333, 7.233333333, 2.233333333, 5.5666666669999998, 
    10, 6.6666666670000003, NA, 4.4333333330000002, 10, 6.6666666670000003, 
    4.4333333330000002, 8.9000000000000004, 10, 1.1000000000000001, 
    3.3333333330000001, NA, 10, 3.3333333330000001, 6.6666666670000003, 
    8.9000000000000004, 6.6666666670000003, 0, 10, 3.8999999999999999, 
    10, 2.233333333, 2.233333333, 7.766666667, 4.4333333330000002, 
    3.8999999999999999, 4.4333333330000002, 5.5666666669999998, 
    5.5666666669999998, NA, 3.3333333330000001, 5, 8.9000000000000004, 
    NA, 3.8999999999999999, 2.233333333, NA, 5.5666666669999998, 
    10, 6.6666666670000003, 2.233333333, 4.4333333330000002, 
    2.233333333, 10, NA, NA, NA, 6.6666666670000003, 10, 7.233333333, 
    2.233333333, NA, 1.1000000000000001, 6.6666666670000003, 
    NA, 1.6666666670000001, 10, 7.233333333, 5.5666666669999998, 
    10, 5.5666666669999998, 10, 8.9000000000000004, 10, 6.6666666670000003, 
    2.233333333, 8.9000000000000004, NA, 8.9000000000000004, 
    6.6666666670000003, 5.5999999999999996, 5.5999999999999996, 
    3.2999999999999998, 5.5999999999999996, 6.7000000000000002, 
    10, 10, 10, 10, 10, 5.5999999999999996, NA, NA, 8.9000000000000004, 
    7.7999999999999998, 6.0999999999999996, NA, 2.2000000000000002, 
    4.4000000000000004, 10, 2.2000000000000002, NA, 8.3000000000000007, 
    6.7000000000000002, 10, NA, 7.2000000000000002, 8.9000000000000004, 
    NA, 3.8999999999999999, 6.0999999999999996, 6.7000000000000002, 
    8.9000000000000004, 8.9000000000000004, 2.7999999999999998, 
    2.2000000000000002, 2.2000000000000002, 6.7000000000000002, 
    3.8999999999999999, 6.7000000000000002, 6.7000000000000002, 
    10, 5.5999999999999996, 5.5999999999999996, 10, 6.7000000000000002, 
    6.7000000000000002, 6.7000000000000002, 8.9000000000000004, 
    5.5999999999999996, 3.2999999999999998, 8.3000000000000007, 
    NA, 10, 6.7000000000000002, 8.9000000000000004, 5.5999999999999996, 
    5.5999999999999996, NA, 3.2999999999999998, 7.7999999999999998, 
    8.9000000000000004, 0, 10, 10, 5.5999999999999996, 10, 3.8999999999999999, 
    8.9000000000000004, NA, 8.9000000000000004, 8.9000000000000004, 
    6.7000000000000002, 8.9000000000000004, 8.9000000000000004, 
    8.9000000000000004, 10, 7.7999999999999998, 5.5999999999999996, 
    10, 6.7000000000000002, NA, 5, NA, 7.7999999999999998, NA, 
    NA, 6.7000000000000002, 3.2999999999999998, 8.9000000000000004, 
    1.1000000000000001, 5.5999999999999996, 10, 6.7000000000000002, 
    NA, 4.4000000000000004, 10, 6.7000000000000002, 5.5999999999999996, 
    8.9000000000000004, 10, 1.1000000000000001, 3.2999999999999998, 
    NA, 10, 3.2999999999999998, 8.3000000000000007, 8.9000000000000004, 
    7.7999999999999998, 0, 10, 3.8999999999999999, 10, 2.2000000000000002, 
    2.2000000000000002, 8.9000000000000004, 4.4000000000000004, 
    5.5999999999999996, 4.4000000000000004, 8.9000000000000004, 
    6.7000000000000002, NA, 3.2999999999999998, 6.7000000000000002, 
    8.9000000000000004, NA, 2.7999999999999998, 2.2000000000000002, 
    NA, 6.7000000000000002, 10, 8.3000000000000007, 2.2000000000000002, 
    4.4000000000000004, 2.2000000000000002, 10, NA, NA, NA, 6.7000000000000002, 
    10, 8.9000000000000004, 2.2000000000000002, NA, 0, 6.7000000000000002, 
    NA, 1.7, 10, 7.2000000000000002, 5.5999999999999996, 10, 
    6.7000000000000002, 10, 8.9000000000000004, 10, 6.7000000000000002, 
    3.2999999999999998, 8.9000000000000004, NA, 8.9000000000000004, 
    10), ef_regulation_labor_firing = c(5.396398703, 3.8969115419999998, 
    2.6561976010000001, 2.1918980280000002, 5.7663106920000002, 
    3.7298719079999998, 3.3520857500000001, 6.1365358030000001, 
    NA, 5.6874672569999998, 5.2818957969999998, 3.9029286729999999, 
    NA, 3.646229903, 3.2944434330000001, 4.9707663069999999, 
    5.3351259229999997, 2.0130986229999999, 3.8851428029999999, 
    4.7765203319999996, 1.33648634, 4.7049367430000002, 4.5772302150000002, 
    5.1508933150000002, 3.659567435, 5.4650243119999997, 4.8564275099999996, 
    6.4610632270000004, 4.3459804850000001, NA, 4.0946543220000002, 
    3.3759470779999998, 5.7739265770000001, 3.8762386630000001, 
    5.2303624150000001, NA, 4.79845802, 4.7013188570000004, 2.6043725019999999, 
    4.5870721330000004, 3.8441765320000001, 7.0472550399999996, 
    3.4798343979999999, 2.1947121620000001, 4.5622897150000004, 
    3.5740315919999999, 6.0229563720000003, 4.4744674370000004, 
    NA, 4.2414712899999998, 2.3228979120000002, 3.9928487939999999, 
    4.5924202599999999, 5.7192786529999999, 5.9905330330000002, 
    5.7980068520000003, 4.1101598729999997, 5.0939559929999998, 
    4.8177083329999997, NA, 5.8619350140000002, 4.6153847380000004, 
    4.4295513629999999, 7.9885053629999998, 5.7613166170000003, 
    7.3904109, 5.92937549, 5.7695213949999999, 4.5468870800000003, 
    NA, 5.1622621219999996, 5.8922640480000004, 2.9931600880000002, 
    5.0666634249999998, 3.6577701569999999, 5.1657732330000004, 
    5.2818655970000004, 5.4312054319999996, 4.1875000800000004, 
    4.6600258349999999, 4.413150548, 4.8638391500000004, 4.1640663150000004, 
    5.0004537899999999, 4.1138660900000001, 4.4126387429999996, 
    2.6546937750000001, 3.7063531080000001, 4.4623506070000003, 
    5.2679747140000002, 4.5662037529999999, 4.3466945480000003, 
    6.4455691970000002, 5.0385872520000001, 4.9782554320000001, 
    3.8444121679999999, 5.5565388999999996, 4.0467580170000002, 
    4.0290355680000003, 4.5727280779999999, 4.4974108529999999, 
    3.8367307180000001, 3.9596358930000002, 5.218518499, 4.5496380329999999, 
    3.4688111149999998, 5.4014460250000003, 6.0452040030000003, 
    5.3100776669999998, NA, 6.2976344429999997, 3.998122215, 
    3.436646063, 4.6548465879999998, 4.0041915579999996, 5.4551311819999997, 
    3.9016930269999999, 2.8299013770000001, 4.4132431350000001, 
    4.0706594779999996, 3.500438532, 6.7855079969999998, 4.9906134599999996, 
    5.0724760680000003, 6.0394199679999998, 5.342299938, 4.1826363400000002, 
    4.3977216879999999, 4.3617022030000001, 4.0804255019999998, 
    7.6372194279999999, 3.4820751350000001, 2.3887717720000001, 
    3.1888004150000002, 3.6333700019999999, 4.101630052, NA, 
    2.8523646020000002, 5.8333333329999997, 4.169215758, 7.7048540120000002, 
    3.60679602, 6.2520647050000004, 5.7964952780000001, 4.2762656999999997, 
    5.6082852680000004, 4.1618408740000001, NA, 4.2803955079999998, 
    2.7980295819999998, 4.1972208020000004, 5.3510379779999999, 
    4.9820256230000002, 7.4601761499999997, 6.9013071070000001, 
    7.3964087169999999, 3.0759282899999998, 0.79483330200000002, 
    5.0371615099999998, 3.3876220379999999, 4.8733945680000001, 
    2.9371841750000001, 5.0266378679999999, 3.7839496370000001, 
    2.6561976010000001, 2.2589743439999999, 6.0144321759999997, 
    3.555915207, 3.3333333330000001, 5.8399999940000002, NA, 
    5.6874669210000004, 5.481346126, 3.9029286729999999, NA, 
    3.7418341420000001, 3.2944434330000001, 4.3440170880000002, 
    5.0742637000000004, 2.0130986229999999, 3.7628685869999998, 
    4.7551834270000004, 1.5405357900000001, 4.5454545819999996, 
    4.7556707830000002, 5.1508933150000002, 3.6723098520000002, 
    5.5286219579999996, 5.0862629760000004, 6.3462697700000001, 
    4.2927628760000003, NA, 3.8989709939999999, 3.3202010720000001, 
    5.7589307810000001, 3.9391170880000002, 3.9298244320000002, 
    NA, 5.3711455399999997, 4.7013188570000004, 2.8072576210000002, 
    4.486454663, 4.1942195890000002, 7.422552563, 3.837247122, 
    2.2887087180000001, 4.7554708379999999, 4.2347428469999997, 
    6.1059211649999998, 4.2872241750000004, NA, 4.2319052399999997, 
    2.6856832810000002, 3.9928487939999999, 4.9246770739999999, 
    5.9183957319999996, 5.1666665079999996, 5.6069108249999999, 
    3.9875830969999999, 5.2248551939999999, 4.0394478600000001, 
    NA, 5.8619350140000002, 5.0640430280000004, 4.3376135830000004, 
    7.8872606889999997, 5.5978141429999999, 7.6026414649999996, 
    6.2566926460000003, 5.6827788740000003, 4.4073994279999997, 
    NA, 6.2619992299999998, 5.8591803349999996, 3.0331400049999999, 
    4.7039403540000002, 3.7111244270000001, 5.5254151839999999, 
    5.5882075110000002, 5.1096593400000003, 3.7541666629999999, 
    4.7985376630000003, 4.6187064339999999, 5.0092694020000001, 
    4.6391831799999999, 4.7733032120000001, 4.3817486690000003, 
    4.6818659599999997, 2.6546937750000001, 3.710885915, 4.8255390690000004, 
    5.2679747140000002, 4.5509926180000004, 4.5022779899999996, 
    6.7698020139999997, 4.8872941110000001, 4.7600856729999999, 
    4.6023679690000003, 5.4348109640000004, 4.2015579279999997, 
    3.8769019120000001, 4.7736150640000004, 4.3164703590000002, 
    3.9131192289999999, 4.1844330830000001, 5.218518499, 4.2780110130000004, 
    3.010688461, 5.0305939390000001, 6.0155614220000002, 5.4712840720000004, 
    NA, 6.2543702300000001, 4.3505504569999998, 3.436646187, 
    4.7379728989999998, 4.1915280810000004, 5.4551311819999997, 
    3.898188175, 2.5152285929999998, 4.4715830130000001, 4.2398840959999999, 
    3.5009260759999998, 6.8860251459999997, 4.3460628760000004, 
    5.1067582629999997, 6.3121672880000004, 5.8139486189999996, 
    4.3507358199999997, 4.338383834, 4.4163275439999996, 4.4713505109999998, 
    7.6144372919999999, 3.2367275640000002, 2.2856184480000001, 
    2.0980611059999998, 3.8362340599999998, 3.9737153649999999, 
    NA, 2.8523646020000002, 4.6561249169999996, 3.8369495219999998, 
    7.9833409819999996, 3.60679602, 6.3566421000000002, 5.7964952099999998, 
    4.5454252720000001, 5.6434440109999997, 4.1618408740000001, 
    NA, 4.5345262599999998, 2.9429426809999999, 4.197220787, 
    5.2219461249999997, 5.0318133940000003, 7.2268502640000003, 
    6.8311293290000004, 6.9079271990000004, 2.9326839370000002, 
    0.728609434, 5.1756564850000002, 4.0684255260000004, 5.5224718780000002, 
    2.2315384049999998, 6.149367496, 3.6630996250000001, 2.6561976010000001, 
    2.8728099149999999, 6.025258655, 4.9540316999999998, 3.8457237549999999, 
    6.7650156670000001, NA, 4.2600925399999996, 5.93696731, 4.4079047420000004, 
    NA, 3.2944434330000001, 2.63095042, 5.3433536049999999, 4.893148128, 
    2.4587486209999998, 7.462337905, 4.8721836139999999, 3.1586021550000001, 
    4.5772741630000002, 5.4184918209999999, 5.1508933150000002, 
    4.1967786, 5.4626893890000003, 5.3990325610000003, 6.0624505160000002, 
    3.9390257950000001, NA, 4.723110492, 3.847723411, 4.6316253339999998, 
    4.5035489589999997, NA, NA, 5.7983148770000001, 5.1222741000000003, 
    4.6513497959999999, 4.9314755640000003, 3.7119932709999999, 
    8.1238891389999992, 4.9998762499999998, 2.3953441610000001, 
    4.7099916610000001, 6.172451991, 4.2595624240000003, 4.9863229699999998, 
    NA, 4.4912194960000003, 3.029867103, 3.9841527480000001, 
    6.379867333, 7.3890018919999996, 2.4804745480000001, 4.6553841220000001, 
    3.385164938, 5.2764530140000003, 4.0394478600000001, NA, 
    5.8619350140000002, 5.0640430280000004, 4.3376135830000004, 
    7.9359190000000002, 4.9112554230000001, 7.4116606669999996, 
    3.713223824, 5.5428437989999999, 3.731330534, NA, 4.663981852, 
    5.3343088129999998, 2.4506351839999998, 5.1279578920000004, 
    3.2802840450000001, 3.978013442, 6.6789157550000002, 5.9458606779999998, 
    3.5481619119999999, 5.137596963, 5.9330435210000001, 5.2354862640000004, 
    5.1948681719999996, 4.8057427930000003, 4.8831144289999999, 
    NA, 2.6546937750000001, 4.4299182899999998, 3.4634048540000002, 
    5.0918883109999999, 5.4582019849999996, 4.9537014629999998, 
    5.2824881259999996, 5.5628840640000004, 3.91107271, 5.3967799540000003, 
    4.2011322030000002, 3.6279490189999999, 4.3550805930000003, 
    6.1584443269999998, 5.242396845, 4.8633049819999998, 3.9700309009999999, 
    5.218518499, 2.3769948780000001, 3.7669727040000001, 3.2977964740000001, 
    4.1431046939999998, 5.4904629189999996, NA, 7.2564126900000003, 
    3.2104975599999999, 5.4061699140000004, 5.4551311819999997, 
    3.5455902419999998, 5.2241398170000002, 3.9394340450000001, 
    4.0953051699999996, 3.5304341620000002, 4.0776209090000002, 
    2.4421798109999999, 6.6565861159999997, 5.2027661319999998, 
    5.3885826120000004, 5.5114799999999997, 5.1227811609999998, 
    5.134109252, 5.2465569470000002, 4.4163275439999996, 5.7867554070000002, 
    8.1392012860000005, 4.3756251429999997, 3.3877119910000002, 
    2.4817010420000001, 2.8523646020000002, 4.2671417820000004, 
    NA, 3.8352103290000001, 4.6561249169999996, 3.7391917810000002, 
    7.627453483, 3.60679602, 6.3709734200000003, 5.5961002500000001, 
    4.137260167, 5.6900931339999996, 4.1618408740000001, NA, 
    4.6936094199999996, 4.9094397130000003, 5.6518269339999998, 
    7.0792537009999998, 6.20544897, 6.4259416419999997, 5.2166554100000004, 
    7.2689894529999997, 2.9506580790000001, 1.901262687, 5.9444676090000002, 
    3.2113566040000001, 5.663353818, 2.7924808300000001, 4.8143014260000001, 
    3.4717415639999998, 2.6561976010000001, 2.6388568509999999, 
    5.8256708330000002, 2.8451118549999999, 4.1102677349999999, 
    5.6816644629999997, NA, 5.573270344, 5.617491373, 4.4079047420000004, 
    NA, 2.63095042, 2.9584723140000002, 6.0299683330000002, 4.893148128, 
    4.1652542280000002, 4.3212745979999996, 4.6156753479999999, 
    2.8597258820000002, 3.672932876, 4.2550561699999996, 5.1508933150000002, 
    3.7926393260000002, 6.264791443, 5.3508896190000002, 5.6752315910000002, 
    3.9390257950000001, 4.1874171520000001, 3.8703491670000001, 
    4.8550806489999996, 5.9805339709999998, 4.7416306270000002, 
    4.5940754799999999, NA, 5.475840517, 5.5908120600000002, 
    3.1677699229999998, 5.35053526, 3.7138341210000001, 7.1279728779999996, 
    5.0168041270000003, 4.9921247060000002, 4.806120505, 4.6877739529999998, 
    6.3204177719999999, 4.7426532469999998, 4.3281285909999996, 
    4.1634956839999999, 2.8895103309999999, 3.9841527480000001, 
    5.3567155440000001, 6.1387842079999997, 3.9763689649999998, 
    4.7883790910000004, 4.374462651, 5.6884760630000004, 4.0394478600000001, 
    0, 5.4596283840000002, 5.0640430280000004, 4.7758212899999997, 
    7.8760930949999999, 5.3063257520000002, 7.233847753, 5.2292298239999999, 
    5.4840268840000004, 3.731330534, NA, 5.3481435480000004, 
    5.2850809810000001, 2.392735584, 5.1366691879999999, 2.966831773, 
    5.0213661270000003, 5.7214992709999999, 5.8400521950000002, 
    4.0238155180000001, 4.7606840000000004, 5.1532980149999998, 
    NA, 5.2196332920000001, 4.8057427930000003, 4.7514450500000001, 
    NA, 4.3180105849999997, 3.2965192069999998, 4.4364616510000001, 
    5.6538873430000001, 5.4021884560000002, 4.4055531549999998, 
    6.5519688120000001, 5.4533673179999997, 4.5451580470000001, 
    3.796585543, 5.3107203089999997, 4.0481927339999997, 4.3550805930000003, 
    4.8031106430000001, 4.9846353060000004, 4.4744778629999997, 
    4.0817272219999996, 5.218518499, 3.1877695460000002, 3.7420175819999999, 
    3.4187997779999999, 5.0859190160000001, 5.227699747, 3.7279445, 
    6.91708809, 3.081190206, 4.4011410849999999, 5.2241398170000002, 
    4.527196193, 2.8488154560000001, 3.9680286269999998, 3.1601106570000002, 
    4.0395049390000004, 3.934948506, 3.895066286, 7.154564884, 
    5.0919488770000001, 5.3277402629999999, 5.5114799999999997, 
    5.1375591409999997, 5.1261702250000001, 3.8614718290000001, 
    4.4163275439999996, 5.7867554070000002, 7.3350178140000004, 
    3.1373706960000001, 2.3956781089999999, 1.7994643100000001, 
    3.8352103290000001, 3.3138396459999999, NA, 3.277718363, 
    4.6561249169999996, 4.1135801069999998, 7.831992305, 0, 5.7299593240000002, 
    5.2482271190000001, 4.7821809420000001, 5.6990334310000001, 
    4.018199933, 5.1967864659999998, 4.5824041480000002, 4.1882489200000004, 
    4.8543544919999997, 6.5469375660000004, 4.8817436519999999, 
    6.7556979960000003, 5.7639786820000003, 6.4262620039999998, 
    3.2113566040000001, 0.68331391699999999, 4.8558477460000002, 
    4.7475267829999996, 5.9066710169999999, 2.0259045169999998, 
    5.6837255830000002, 2.7559869049999999, 3.1862750000000002, 
    2.8645597600000001, 6.3281739740000003, 3.082898213, 3.8608488329999999, 
    6.5312803099999996, NA, 5.4483877590000001, 5.8196079640000002, 
    5.1813373409999999, NA, 2.9584723140000002, 6.0299683330000002, 
    4.573194977, NA, 4.3212745979999996, 5.5514833330000002, 
    4.1030379359999998, 3.672932876, 5.1937803249999996, 4.9874257560000004, 
    4.7728705309999997, 3.9854109499999999, 6.1941914709999999, 
    6.085359103, 6.1122067319999998, 4.1874171520000001, NA, 
    4.5970326930000001, 4.9579929380000003, 5.7007086899999999, 
    4.5940754799999999, NA, NA, 5.384167304, 5.9173047839999997, 
    3.3390569430000001, 5.0794406089999997, 3.7881206920000001, 
    6.7468469339999997, 4.9921247060000002, 4.3575751589999996, 
    3.797029856, 4.360307068, 6.0610568950000001, 4.3281285909999996, 
    NA, 4.4919740529999999, 2.577415743, 3.7856381620000001, 
    5.5209251349999997, 6.3160315540000003, 3.8364779640000002, 
    5.9062720869999996, 4.2413965019999997, 5.3956289230000003, 
    NA, NA, 6.3430809469999998, 5.0862518970000004, 4.0985034520000001, 
    8.0460253529999992, 5.234523941, 7.2036011990000004, 5.2377015330000001, 
    5.4523004569999998, 4.0433423599999996, NA, 5.3854324589999996, 
    5.2290911940000004, 2.5906929399999998, 5.6424235119999997, 
    3.1706617430000001, 4.9665900000000001, 5.9998145039999997, 
    6.2275187360000004, 4.0924920299999998, 4.3175678690000003, 
    5.5611119120000003, NA, 5.3825168210000003, 5.2958335280000002, 
    4.7552083420000004, NA, NA, 3.4608311120000002, 3.8475684069999998, 
    5.2598622410000004, 5.4902986, 5.0620664240000002, 5.7837517790000001, 
    5.1824150070000004, 4.8237781499999999, 4.4416398040000002, 
    5.0619557779999997, 3.9480194480000002, 4.3892083050000004, 
    5.0850925299999998, 5.0834622730000003, 4.464630798, 4.3428382220000001, 
    5.4144699999999997, 3.1362380870000002, 3.7279445, 3.6211406309999998, 
    5.1717976720000003, 4.8840275420000001, NA, 6.3361051469999996, 
    2.8488154560000001, 5.2868583329999996, 5.5373668890000003, 
    4.5163925679999997, NA, 3.8152256709999999, 3.569321757, 
    3.8365947199999999, 3.9844431299999998, 3.7412713179999999, 
    7.3416927359999997, 4.7660984009999998, 4.9091838279999997, 
    5.3764301269999999, 5.5288533979999999, 4.9315718000000004, 
    4.1940850860000003, NA, 5.8857365829999999, 7.6317993230000001, 
    3.696999564, 2.2785572470000002, 1.5488074510000001, 3.783821933, 
    3.2325999269999999, NA, 2.9777329639999999, 4.0277345200000001, 
    3.9092795929999999, 7.7193125389999997, NA, 5.1967864659999998, 
    5.3150617149999997, 4.9868426809999997, 5.5901599400000004, 
    5.0283026499999997, NA, 4.9642140279999998, 4.1086369679999999, 
    5.1822443439999999, 6.7429003930000002, 5.5685886480000004, 
    6.0936216669999999, 5.7817898860000003, 6.5267361680000002, 
    3.1298849720000002, 1.128917215, 4.8324216179999997, 4.9155454199999999, 
    6.0156754799999996, 2.2722836310000001, 6.0933078900000002, 
    3.8517344100000002, 4.1740622140000001, 2.8483263970000001, 
    6.6354806100000001, 3.7154220950000001, 4.1890921429999999, 
    7.388823532, NA, 5.020758678, 6.1921674830000004, 5.3976801200000004, 
    NA, 3.1955523050000001, 3.1737437079999999, 5.0389358719999997, 
    NA, 4.403748362, 5.6928058330000004, 3.5647720619999999, 
    3.840419158, 5.7797309270000001, 5.3369406420000001, 5.8841892600000003, 
    4.5035904100000002, 5.6800438580000003, 6.4447868330000002, 
    6.5307754950000003, 4.2598290329999999, NA, 6.1499107000000004, 
    4.391307598, 5.4744213369999999, 4.488713368, NA, NA, 5.4004097250000003, 
    5.9490935949999999, 3.5629501129999999, 4.7142906299999998, 
    3.9387443219999998, 7.1222646279999999, 4.9485984480000003, 
    3.5251916670000001, 3.7843820680000002, 4.7931388899999998, 
    5.7834277370000002, 4.732048625, NA, 4.7904004850000002, 
    2.580260333, 3.7351299999999998, 5.651648615, 6.6757416669999996, 
    3.4940736170000002, 5.9112154380000002, 3.8898212650000001, 
    5.2803298649999997, NA, NA, 6.5758486029999998, 5.2811527079999996, 
    3.7149461420000001, 7.9507218550000003, 5.3216540170000002, 
    7.078206443, 4.9302898920000002, 5.2859041680000001, 4.4815515579999996, 
    NA, 4.8647439329999997, 5.0784517779999998, 2.9926532799999999, 
    5.3610274880000004, 3.0380177069999998, 4.59185, 6.1201959629999996, 
    6.6141950930000002, 3.9497768880000002, 4.4041947170000002, 
    6.360776167, NA, 5.2541503069999997, 5.2004329069999997, 
    4.3868656000000001, NA, NA, 3.753781568, 3.6651090829999999, 
    5.4684029550000002, 5.4324669200000004, 5.1738563600000003, 
    5.8715606749999996, 4.8224551829999998, 4.4134995449999996, 
    5.927423707, 4.8075174829999998, 3.8440811670000001, 4.4498228480000002, 
    5.8345381600000001, 5.1394951799999999, 4.8809559030000003, 
    4.167070345, NA, 3.309978262, 4.0887371799999999, 3.5162573300000002, 
    4.9413793500000001, 5.1214138279999997, NA, 6.4581576199999997, 
    3.0238008270000001, 4.9119811870000003, 6.1799898750000004, 
    4.0544854849999998, NA, 3.8375920880000001, 4.0402829520000001, 
    4.0322891670000001, 4.1063284280000003, 3.2358389920000001, 
    6.520653985, 4.3076263130000001, 4.4659128419999998, 5.1417733329999997, 
    6.1731050249999999, 4.83991653, 4.2977059579999999, NA, 6.1133183329999996, 
    7.8302641819999996, 4.1773506779999998, 2.1486046480000001, 
    1.918828902, 3.4122336579999999, 3.4349733329999999, NA, 
    2.9585099349999999, 3.7781565129999999, 3.183528768, 7.7150351280000002, 
    2.212671667, 4.5239039280000002, 5.3150617149999997, 4.9367163349999998, 
    5.5538754619999997, 5.0737813100000002, NA, 4.598501357, 
    7.9490759139999998, 5.45132116, 6.9200466220000001, 6.4814408830000003, 
    6.5901225730000004, 5.8824056420000002, 6.7255562099999997, 
    2.8970397999999999, 1.8065326070000001, 5.1916417499999996, 
    4.9183585550000002, 5.9062489879999998, 2.6238576669999998, 
    6.1062001009999998, 4.7371835219999996, 4.1740622140000001, 
    2.8222877190000002, 6.3096498920000004, 4.1436861919999997, 
    4.2568962539999999, 7.2388126059999998, NA, 4.791363058, 
    6.2291987219999996, 4.845693206, NA, 3.1737437079999999, 
    6.0299683330000002, 5.6119488390000001, NA, 4.1231379429999997, 
    5.8655333330000001, 4.1221069999999997, 3.186775328, 6.0723133589999998, 
    5.2306904980000004, 5.9416138460000001, 4.766175928, 5.4425231199999997, 
    6.3222646610000002, 6.4743582149999996, 3.953129041, NA, 
    5.227719199, 3.9243209939999999, 5.448154014, 4.9062901280000002, 
    NA, NA, 5.3434112130000004, 5.9913322569999998, 3.6572518330000001, 
    4.7817104659999998, 3.5872560390000001, 8.5106808479999998, 
    4.7655559119999999, 3.2079127380000001, 4.4741636419999997, 
    5.810271857, 5.8656635560000003, 4.8072243329999997, NA, 
    4.9904858360000004, 2.757016079, NA, 5.6628693300000004, 
    6.7377706359999996, 3.0069945520000001, 5.275250947, 3.2701868300000001, 
    5.1775332289999998, NA, NA, 6.3092207550000001, 5.0922150000000004, 
    4.1352090959999996, 7.7845891509999996, 5.2867731769999997, 
    7.234872696, 4.9764736989999996, 5.2785858330000002, 4.393633135, 
    NA, 4.5629969900000003, 5.071420292, 3.258765167, 4.8632844239999997, 
    2.9658386920000002, 4.1075266560000001, 5.6987199999999998, 
    6.6913584589999999, 3.7586009069999999, 4.8285713899999996, 
    6.5473644450000004, NA, 5.2780384490000003, 5.2511346249999997, 
    4.3434059840000003, NA, NA, 3.660325839, 3.9251190999999999, 
    5.580511553, 5.8739093230000003, 5.6774921779999996, 5.816084998, 
    4.788911669, 4.1673565369999999, 4.9883338039999998, 4.6145591230000003, 
    3.471061255, 4.1065083639999997, 5.9515458939999997, 5.2148493739999999, 
    5.0778016670000001, 3.9023137600000002, NA, 3.5661952050000001, 
    4.1266490830000002, 3.5650970480000002, 4.535403649, 5.3922774379999998, 
    NA, 6.9312545529999996, 2.9397131710000002, 5.118009818, 
    5.7247319030000003, 3.5631450770000002, NA, 3.9446057620000001, 
    4.2135990879999996, 3.8100324479999998, 3.7816991949999998, 
    2.3025718130000001, 5.4407300000000003, 4.2887509970000002, 
    4.553874843, 5.479213304, 6.8303333329999996, 4.8307307159999997, 
    4.3779477289999997, NA, NA, 8.0272437409999995, 3.710142286, 
    2.212671667, 2.4569404170000002, 2.6052236959999999, 3.873585195, 
    NA, 3.1835116669999999, 3.8377680609999998, 2.517099918, 
    7.9490759139999998, 4.2701386970000001, 4.6833573619999997, 
    5.5059302600000004, 4.656195876, 5.5858557539999998, 4.0126688579999996, 
    NA, 4.5928856979999999, 4.8925136650000001, 4.9980280720000003, 
    6.7283397840000001, 6.3184879169999997, 6.5947247290000002, 
    5.6706424359999996, 6.8405293909999996, 3.2779915449999999, 
    2.157141293, 5.4359559669999999, 5.6086616669999998, 5.7527876139999998, 
    3.174945278, 6.047650441, 4.7036196439999998, 4.5966883330000003, 
    2.7596104600000002, 5.7852206669999999, 4.6431306560000003, 
    3.93832264, 6.6554666229999997, NA, 4.1513690959999998, 6.09116575, 
    4.5950593140000002, NA, 3.154738037, NA, 5.776698874, NA, 
    3.6637701649999999, 6.6866460849999996, 4.8788042999999996, 
    2.9957625160000001, NA, 5.4272528329999998, 5.2342009169999999, 
    4.5418985279999999, NA, 6.2242844939999999, 6.3428355090000004, 
    NA, NA, 4.8352545789999999, 3.7674005940000002, 5.1093485650000003, 
    4.8530538310000004, NA, NA, 5.4139437499999996, 5.8989034900000004, 
    3.8958812460000001, 5.1512699719999997, 3.355257634, 8.0034683609999995, 
    4.5245352399999996, 2.4470255249999999, 4.75988875, 6.5056490399999998, 
    5.2218961820000001, 4.5713337630000002, NA, 4.8326453599999999, 
    3.17504425, NA, NA, 6.9452008019999996, 2.8579003639999998, 
    5.1924110839999997, 3.1670679229999998, 4.9965369019999999, 
    NA, NA, 6.081404934, NA, 4.2350939800000003, 8.2766080429999995, 
    5.1440985250000004, 7.5075570389999999, 4.4908168850000001, 
    5.6360558479999998, 4.3585516670000004, NA, 4.5527276109999999, 
    5.4129322589999997, 3.0875635410000002, 5.1537209209999997, 
    3.287880796, 4.2068953799999997, 5.8411109970000004, 6.5300554799999997, 
    3.6554884419999998, 4.9459653550000002, 5.9325299170000001, 
    NA, 5.3867659989999996, NA, 4.8716268300000003, NA, NA, 3.8609746110000001, 
    3.74063064, 5.5836206810000002, 5.8176429150000004, 5.7913405229999997, 
    5.3544839059999996, 5.1834152949999996, 4.1994006669999999, 
    5.4033311690000003, 4.7725217249999998, 3.3167228660000001, 
    4.048876667, 5.9573433720000004, 5.4632509149999997, 4.924216811, 
    3.835442681, NA, 3.204100892, 4.0869643560000002, 3.7099767410000002, 
    4.5869485929999998, 5.3990370829999996, NA, 6.9540451550000002, 
    3.21481846, 5.6152227320000003, 5.3513467800000001, 3.4161493699999999, 
    NA, 3.9736706979999998, 3.9758993380000001, 3.6217181140000001, 
    3.858240313, 2.1800924849999999, NA, 4.7335287179999996, 
    4.7645891279999999, 5.9338350000000002, NA, 4.850320988, 
    4.605945481, NA, NA, 8.20310308, 3.9730998390000001, 2.9055479700000002, 
    2.4930221019999999, 2.4041440920000001, 4.1668526129999996, 
    NA, NA, NA, 3.1099003779999999, 7.9128459309999997, 4.0822484890000004, 
    5.9165083149999997, NA, 4.5099989330000003, 5.8101582069999997, 
    NA, NA, 4.8590545860000001, 5.331053432, 5.0262421640000001, 
    7.0109288379999999, 6.1100678329999996, 6.1711162379999998, 
    5.3569154049999996, 7.0546701839999999, 3.3726523450000001, 
    2.054187856, 5.7768666560000002, NA, 5.7106392130000003, 
    3.2789843329999999, 6.149367496, 3.6630996250000001, NA, 
    2.8728099149999999, 6.025258655, 4.9540316999999998, 3.8457237549999999, 
    6.7650156670000001, NA, 4.2600925399999996, 5.93696731, 4.7308643469999998, 
    NA, 3.2944434330000001, NA, 5.3433536049999999, NA, 2.4587486209999998, 
    7.462337905, 4.8721836139999999, 3.1586021550000001, NA, 
    5.4184918209999999, 5.1594624810000003, 4.1967786, NA, 5.3990325610000003, 
    6.0624505160000002, NA, NA, 4.723110492, 3.847723411, 4.6316253339999998, 
    4.5035489589999997, NA, NA, 5.7983148770000001, 5.1222741000000003, 
    4.6513497959999999, 4.9314755640000003, 3.7119932709999999, 
    8.1238891389999992, 4.9998762499999998, 2.3953441610000001, 
    4.7099916610000001, 6.172451991, 4.2595624240000003, 4.9863229699999998, 
    NA, 4.4912194960000003, 3.029867103, NA, NA, 7.3890018919999996, 
    2.4804745480000001, 4.6553841220000001, 3.385164938, 5.2764530140000003, 
    NA, NA, 5.8619350140000002, NA, 4.3376135830000004, 7.9359190000000002, 
    4.9112554230000001, 7.4116606669999996, 3.713223824, 5.5428437989999999, 
    NA, NA, 4.663981852, 5.3343088129999998, 2.4506351839999998, 
    5.1279578920000004, 3.2802840450000001, 3.978013442, 6.6789157550000002, 
    5.9458606779999998, 3.5481619119999999, 5.137596963, 5.9330435210000001, 
    NA, 5.1948681719999996, NA, 4.8831144289999999, NA, NA, 4.4299182899999998, 
    3.4634048540000002, 5.0918883109999999, 5.4582019849999996, 
    4.9537014629999998, 5.2824881259999996, 5.5628840640000004, 
    3.91107271, 5.3967799540000003, 4.2011322030000002, 3.6279490189999999, 
    3.2741639999999999, 6.1584443269999998, 5.242396845, 4.8633049819999998, 
    3.9700309009999999, NA, 2.3769948780000001, 3.7669727040000001, 
    3.2977964740000001, 4.1431046939999998, 5.4904629189999996, 
    NA, 7.2564126900000003, 3.2104975599999999, 5.4061699140000004, 
    5.4551311819999997, 3.5455902419999998, NA, 3.9394340450000001, 
    4.0953051699999996, 3.5304341620000002, 4.0776209090000002, 
    2.4421798109999999, NA, 5.2027661319999998, 5.3885826120000004, 
    NA, NA, 5.134109252, 5.2465569470000002, NA, NA, 8.1392012860000005, 
    4.3756251429999997, 3.3877119910000002, 2.4817010420000001, 
    2.8523646020000002, 4.2671417820000004, NA, NA, NA, 3.7391917810000002, 
    7.627453483, 3.60679602, 6.3709734200000003, NA, 4.137260167, 
    5.6900931339999996, NA, NA, 4.6936094199999996, 4.9094397130000003, 
    5.6518269339999998, 7.0792537009999998, 6.20544897, 6.4259416419999997, 
    5.2166554100000004, 7.2689894529999997, 2.9506580790000001, 
    1.901262687, 5.9444676090000002, NA, 5.663353818, 2.7924808300000001
    ), ef_regulation_labor_bargain = c(6.2348612149999996, 5.9583210949999996, 
    5.172987096, 3.4326132130000002, 6.8230764070000003, 5.633807977, 
    2.1386214099999998, 7.2356494270000002, NA, 7.6957058900000002, 
    6.6939226779999998, 6.3508404870000001, NA, 5.4188672699999998, 
    6.5059657059999996, 7.9866147029999999, 6.6505861279999996, 
    5.6292988529999999, 7.4408841130000001, 6.497997443, 5.2027225499999998, 
    7.4153105420000003, 6.8184709550000004, 7.190212066, 7.4051141730000003, 
    5.861019293, 6.9116091730000004, 7.4449292820000004, 7.0484495169999999, 
    NA, 6.1420162520000003, 8.4637991580000005, 6.046105227, 
    6.4272260670000003, 6.9380323099999996, NA, 6.1801513029999997, 
    6.7485780340000003, 6.5561437600000003, 6.119330723, 8.2176542280000007, 
    5.8537133529999998, 6.2566264470000004, 6.3688238469999998, 
    5.9090908369999999, 7.072527408, 8.6411658920000001, 5.5379660919999996, 
    NA, 2.0626386000000001, 6.683132648, 5.8744624679999999, 
    7.5874956449999997, 7.2889987630000004, 5.4863397279999999, 
    6.0189859070000002, 5.6375257169999999, 7.2409454980000003, 
    7.5132274629999998, NA, 6.8610394790000004, 6.3541666670000003, 
    5.8272147179999996, 8.75, 6.481043498, 5.0694759679999999, 
    5.7507618269999998, 5.9066732719999999, 5.2167940130000003, 
    NA, 7.1130156519999996, 7.1922341980000004, 4.0818015729999999, 
    7.2450502720000003, 8.0376211800000004, 7.1156311030000001, 
    5.7434272770000003, 6.6040682799999999, 6.6604630150000004, 
    6.4128637319999999, 5.3268225979999997, 6.6637277600000004, 
    8.4267568579999992, 6.599463622, 4.1073942179999996, 5.2551118529999998, 
    5.3877618350000001, 8.174511592, 6.7605447769999998, 5.1975154559999996, 
    6.3259760529999998, 6.7018222820000002, 7.3787609730000003, 
    5.2264189720000003, 7.9167938229999999, 6.1828573550000003, 
    5.9093372029999998, 6.9485465680000003, 5.9239196779999999, 
    8.1789596880000008, 6.7538809779999998, 7.281049887, 5.5025657020000001, 
    7.4173207159999999, 6.3111003229999998, 5.5199217799999998, 
    5.0716320670000004, 8.0213904379999992, 5.9302322070000004, 
    NA, 7.390366395, 4.5774650570000004, 6.7255791030000003, 
    5.1282962169999999, 5.963304838, 7.6985914839999996, 7.1447078380000004, 
    7.8200833000000003, 6.0705741250000003, 7.4575201670000002, 
    6.4455787329999996, 8.2128222780000009, 7.330312728, 6.0575167329999999, 
    7.3208538680000004, 7.3987682670000003, 6.0304236419999997, 
    7.2283816329999997, 5.3546102849999997, 5.5157494549999999, 
    8.377947013, 6.6815280919999998, 5.7407808300000003, 4.06183958, 
    6.4123956370000004, 6.4543104170000003, NA, 4.9688864959999997, 
    5, 4.361790418, 8.3666237199999998, 7.1407090560000004, 8.2736976930000008, 
    7.3634878800000001, 5.9616978969999996, 5.7631913819999996, 
    5.7479523889999999, NA, 6.0696991279999999, 4.4884181019999998, 
    6.8823679279999999, 8.3251595500000004, 4.7384385269999996, 
    8.3196004230000007, 8.0540784199999997, 7.9783749579999999, 
    2.6998269549999998, 5.742395718, 6.2048093480000004, 6.3319849970000002, 
    7.0647597319999997, 2.8777070830000002, 6.0904132679999998, 
    5.5458164329999997, 5.172987096, 3.3524902660000002, 7.3682254900000004, 
    5.5596406580000002, 2.0791986179999999, 7.451658514, NA, 
    7.6957056350000004, 6.7231437720000002, 6.3508404870000001, 
    NA, 4.7925797689999996, 6.5059657059999996, 7.3824627400000002, 
    7.0617295120000003, 5.6292988529999999, 7.0789002869999997, 
    6.5783860389999997, 5.1547700030000003, 7.6190479599999996, 
    6.6931847940000004, 7.190212066, 7.9173346779999996, 5.7453918420000001, 
    6.4950465749999999, 7.3322470749999997, 6.805358569, NA, 
    6.3257722300000001, 8.4629822570000002, 6.4214257730000002, 
    7.2235441329999999, 6.9649124149999997, NA, 5.9017308320000001, 
    6.7485780340000003, 6.795276232, 6.2320928049999997, 8.2215449189999994, 
    5.9124628609999998, 7.2178824180000003, 6.9469879099999998, 
    6.6474632040000001, 7.0115112929999999, 8.7424272460000001, 
    5.3382334079999998, NA, 1.95958477, 6.8039018919999998, 5.8744624679999999, 
    7.6197584870000004, 7.8681677810000004, 4.7770490470000002, 
    6.2278610470000002, 5.0533466269999998, 7.5034232440000004, 
    7.2449664199999999, NA, 6.8610394790000004, 6.8761629119999998, 
    6.2441374170000001, 8.6038492929999997, 6.5018360709999996, 
    5.0563471340000001, 5.5464692199999996, 5.582036156, 4.9765627070000003, 
    NA, 7.2591782169999997, 7.0221534060000002, 3.9988561169999999, 
    6.9893065510000003, 8.2911913209999994, 6.9820609569999998, 
    7.3290774670000003, 7.1994112540000001, 6.6174998279999997, 
    6.9237106219999998, 7.103285606, 6.9443946089999997, 8.4214868710000008, 
    6.8747613489999999, 4.22715044, 4.7156254320000004, 5.3877618350000001, 
    8.1102165409999998, 6.5359948609999998, 5.1975154559999996, 
    6.2738551600000001, 7.3424414950000001, 7.2657922509999997, 
    5.3355666939999997, 7.3901508050000002, 5.5840568719999997, 
    5.7699023030000003, 7.1298643009999996, 7.3331789130000002, 
    8.5456416659999999, 6.5460837090000004, 7.1382746050000003, 
    5.5125292339999996, 7.4173207159999999, 6.2975164680000004, 
    5.5782949039999998, 4.757547261, 8.021390298, 6.3708683380000002, 
    NA, 7.2898410150000004, 4.8119660169999996, 6.7255787390000004, 
    5.1219054230000003, 5.9306305869999996, 7.6985914839999996, 
    7.5529400430000004, 7.9713030470000001, 5.9522763999999997, 
    7.4727590250000002, 6.4744447169999999, 8.3520650159999992, 
    7.3907032709999996, 7.6494392339999999, 7.4853099089999997, 
    7.772845502, 6.0087985919999998, 7.1767678659999996, 6.4252301660000004, 
    5.6800793660000002, 8.4116419310000001, 6.5997339009999996, 
    5.424320807, 3.0810487100000001, 6.7035212919999996, 6.3917857810000003, 
    NA, 4.9688864959999997, 5.8363259169999999, 3.9955396090000002, 
    8.2843305090000001, 7.1407090560000004, 8.2643160939999998, 
    7.3634879040000003, 6.3799941240000004, 5.6280656059999998, 
    5.7479523889999999, NA, 6.0591086550000002, 4.7071235160000002, 
    6.8823681910000003, 8.2713587779999997, 6.4379989579999997, 
    8.5760588200000001, 8.1131497919999997, 7.9092093129999999, 
    2.6759600109999999, 5.7664372479999999, 6.3869353640000002, 
    7.1369229179999998, 7.0631326889999997, 3.1334840659999998, 
    7.1978244680000003, 4.9116561049999996, 5.172987096, 3.4392936220000001, 
    7.1937224759999996, 6.276470422, 2.1462089369999999, 7.5922217500000002, 
    NA, 7.9579733619999997, 6.3455392550000003, 6.5059657059999996, 
    NA, 4.7111568889999997, 4.7377146989999996, 7.7880502370000002, 
    6.9392942919999996, 5.741543471, 7.5469942699999999, 5.5432038590000001, 
    5.394903695, 7.5394706789999999, 7.587712174, 7.190212066, 
    7.3809489250000002, 6.7062699529999996, 6.9212926699999997, 
    7.6066475220000003, 6.5068360849999998, NA, 7.1443183469999996, 
    7.81863449, 7.101833504, 6.9328329829999999, NA, NA, 6.8445057719999998, 
    7.0667075659999998, 6.895428452, 5.8068499830000002, 7.6756717329999997, 
    5.6841881020000002, 7.4540639999999998, 5.4250537190000001, 
    7.0635149520000002, 7.8038310979999999, 8.6593807579999993, 
    6.7711708760000002, NA, 3.7060912749999999, 6.329657707, 
    5.785301714, 7.852466196, 7.8362519759999998, 3.1348877370000001, 
    5.3620686649999998, 3.5339816540000002, 7.5092547249999999, 
    7.2449664199999999, NA, 6.8610394790000004, 6.8761629119999998, 
    6.2441374170000001, 8.8616673329999998, 7.5025998779999998, 
    6.1169124999999998, 7.2162523070000004, 6.2035742669999996, 
    4.6007708970000003, NA, 3.6007266649999998, 7.1775905739999999, 
    3.6830257450000001, 6.89805914, 8.0168764229999994, 7.7854959370000003, 
    7.3859809189999996, 6.6138126599999998, 7.4254413460000004, 
    7.5253853700000004, 7.0412071620000001, 7.7867978750000004, 
    8.1501392020000001, 7.1705307070000002, 4.9674546670000002, 
    NA, 5.3877618350000001, 8.202616527, 5.769588862, 8.1327835299999993, 
    6.8734369969999998, 7.6626999900000001, 7.0998090410000003, 
    5.4235003949999996, 7.1132516089999998, 7.0163611450000003, 
    5.6823464049999997, 6.324263835, 7.534333546, 7.9249915959999999, 
    6.8231138659999999, 6.8226999859999999, 5.1955705669999999, 
    7.4173207159999999, 6.5270887640000002, 5.9159793670000003, 
    4.1767916779999998, 7.8200241200000002, 6.7727619470000002, 
    NA, 7.3627940240000003, 4.6547483200000004, 7.6985914839999996, 
    6.1903607330000003, 6.692148338, 6.0316077359999998, 6.6998064160000004, 
    7.4135084779999998, 6.0644136289999997, 7.6272185749999997, 
    5.6151331920000001, 8.6562998279999999, 6.3850902209999996, 
    6.9329858700000004, 7.0889433329999996, 7.3366394599999998, 
    5.8356592740000002, 6.9042781230000001, 6.4252301660000004, 
    6.6668234059999998, 8.6599386900000006, 7.6417056639999998, 
    5.7416320990000003, 3.8733331770000001, 4.9688864959999997, 
    6.6610075389999999, NA, 5.3254845450000001, 5.8363259169999999, 
    3.7643894000000002, 7.8317933960000001, 7.1407090560000004, 
    8.0178391990000009, 7.177002667, 5.0558244170000002, 6.2781058349999999, 
    5.7479523889999999, NA, 6.3884426129999996, 4.7988143140000004, 
    6.8473722500000003, 8.6503962790000006, 7.1032540830000004, 
    8.5317426350000005, 7.8271693510000002, 7.9229002780000002, 
    2.332953968, 4.4856802499999997, 6.6494932599999999, 2.2769754799999999, 
    6.515607234, 3.0562719249999999, 5.2017421810000002, 5.983322158, 
    5.172987096, 2.7342256570000001, 6.7904726139999996, 4.4725608149999996, 
    2.5068281570000002, 7.3086853510000003, NA, 7.999875769, 
    6.3922485440000001, 6.5059657059999996, NA, 4.7377146989999996, 
    4.6148690209999996, 4.3253366279999996, 6.9392942919999996, 
    5.0091548660000003, 4.9612428489999996, 7.290356847, 4.9462240829999997, 
    5.2305859080000001, 7.2827355530000002, 7.190212066, 6.9010560749999996, 
    6.2701649699999997, 6.1478163669999999, 7.2602657549999998, 
    6.5068360849999998, 7.045610709, 6.7549002399999996, 7.6949478579999999, 
    6.4005358330000002, 7.0960348030000002, 6.7872967930000003, 
    NA, 6.6259635179999998, 6.196438959, 7.4461483749999999, 
    5.8746435430000004, 7.2889784579999999, 5.9094526810000003, 
    7.0411545379999998, 7.1274440160000001, 6.7545812600000001, 
    4.9139844149999998, 8.6081039050000001, 6.638648409, 6.1430004050000004, 
    2.2799627039999999, 6.3749601770000002, 5.785301714, 7.7818000190000003, 
    7.6736287360000004, 4.0217579719999996, 3.8102966970000001, 
    5.3170559019999999, 7.8152198830000001, 7.2449664199999999, 
    0, 6.6769432279999998, 6.8761629119999998, 6.1821606879999997, 
    8.4395761349999994, 6.8023465749999996, 5.2140407480000004, 
    5.7161900460000004, 5.6729522780000003, 4.6007708970000003, 
    NA, 6.5138882840000001, 6.5185091809999998, 3.367087529, 
    7.3458529930000003, 8.0984751060000004, 6.6559985839999998, 
    7.8335070250000003, 6.7234703519999997, 6.9640309929999997, 
    7.022791775, 7.9024884999999996, NA, 8.2995009149999994, 
    7.1705307070000002, 5.0714160359999996, NA, 6.4784835190000001, 
    8.2501121679999994, 6.1864389050000002, 7.8488694099999998, 
    6.9989424309999997, 7.2446889309999998, 7.4647600880000002, 
    6.2296097850000001, 7.1282811480000001, 6.0758947059999997, 
    6.1011805040000002, 6.3490447200000002, 7.534333546, 7.8872398639999997, 
    6.627143921, 7.3999193959999996, 4.7762947770000004, 7.4173207159999999, 
    6.2784097780000003, 5.6065782139999998, 4.2402972810000001, 
    7.9508925359999996, 6.2978509120000004, 5.2473486669999998, 
    7.426747368, 4.4250799809999997, 7.6708341899999999, 6.0316077359999998, 
    5.9397583210000002, 4.5112543760000001, 7.4718967940000001, 
    7.3314586300000002, 6.3785778329999996, 7.6101394359999999, 
    6.2492631769999996, 8.3438922160000004, 6.7324906100000002, 
    7.6218966830000001, 7.0889433329999996, 7.9537063850000003, 
    5.7596151390000001, 7.2687412279999997, 6.4252301660000004, 
    6.6668234059999998, 8.2803062139999994, 6.0411874939999999, 
    4.9050489050000001, 2.7887356849999998, 5.3254845450000001, 
    7.3066910439999999, NA, 6.6634452360000003, 5.8363259169999999, 
    4.3337984699999996, 7.9153953020000003, 0, 7.4931323140000003, 
    6.2982455890000004, 5.9725130540000002, 5.463972966, 5.7900067469999996, 
    7.4885762580000002, 6.0830076279999998, 5.312609202, 7.217575085, 
    8.5908393249999992, 6.5304208360000002, 8.5665367630000002, 
    8.0702493420000003, 7.7301514769999997, 2.2769754799999999, 
    4.5321909050000002, 6.9029596289999997, 8.0554127900000001, 
    6.8315331539999997, 2.6343112780000002, 5.4538248329999996, 
    5.6869698030000002, 5.46875, 2.7702013609999998, 7.3643809999999998, 
    4.5563849469999997, 2.3150708729999998, 7.3973781709999997, 
    NA, 8.1810794310000006, 6.3062351169999999, 6.4349922849999999, 
    NA, 4.6148690209999996, 4.3253366279999996, 7.1744749060000004, 
    NA, 4.9612428489999996, 5.6736816670000003, 7.0863485009999998, 
    5.2305859080000001, 7.9654914620000001, 7.1540707709999998, 
    6.9723379899999998, 6.9031883230000002, 6.8630604660000003, 
    5.895818802, 7.5099674719999996, 7.045610709, NA, 6.899729915, 
    7.6395222499999997, 6.3536736109999996, 6.7872967930000003, 
    NA, NA, 6.6676077830000002, 7.0342281770000001, 7.1805559280000004, 
    5.5803505600000003, 6.9645987160000002, 6.3694838489999999, 
    7.1274440160000001, 5.6373225570000001, 7.1874606720000003, 
    5.7083311029999999, 8.4150387280000007, 6.1430004050000004, 
    NA, 2.9177158419999998, 6.7915516299999998, 5.7295462519999996, 
    7.636320928, 7.1680873209999998, 3.904275148, 5.467974796, 
    4.8538295509999996, 7.5607136029999999, NA, NA, 7.6019457399999997, 
    7.1645760139999997, 5.4513696999999999, 8.4103668529999993, 
    6.4649557700000004, 5.1392336070000004, 7.1520980529999996, 
    5.966154543, 4.3432718440000002, NA, 6.0821883019999996, 
    6.3836447969999996, 3.4343479970000002, 7.0280426399999998, 
    8.0632684779999995, 6.9570400000000001, 7.6121272180000004, 
    6.9015420880000002, 6.9832799830000001, 7.354780077, 7.571433721, 
    NA, 7.9713533249999999, 6.8284217790000001, 5.6755710559999999, 
    NA, NA, 8.1970205269999994, 6.2109085339999996, 7.5558831, 
    6.8170939879999999, 7.0030916239999996, 7.4602416890000001, 
    6.6225815680000002, 7.2163439330000001, 6.5944381859999996, 
    6.0668542360000002, 6.5085326090000004, 7.4081163759999997, 
    7.9494358820000004, 6.5331907789999999, 7.2032897699999996, 
    4.8223277639999997, 7.621378333, 6.4631076150000002, 5.2473486669999998, 
    4.5111277359999997, 8.0801015960000004, 5.7166735830000004, 
    NA, 7.1114876740000001, 4.5112543760000001, 7.6298916669999999, 
    6.2532008819999998, 6.1890050900000002, NA, 7.1394837779999998, 
    7.1267973070000004, 5.8824122760000002, 7.3822911019999999, 
    6.0102864150000004, 8.2813777739999992, 6.8216945170000001, 
    7.2372487840000002, 7.054344961, 8.0901383350000007, 5.8795627970000002, 
    7.4031983180000003, NA, 6.5619360000000002, 8.3243883410000006, 
    6.7906822010000001, 5.3035369230000002, 2.8435167610000001, 
    4.9224634329999999, 6.9446025569999996, NA, 6.5671268559999998, 
    6.2800810440000001, 4.2243014519999997, 7.8527589109999996, 
    5.0629817700000004, 7.4885762580000002, 4.6182738480000003, 
    6.1744138770000001, 5.8158908340000002, 5.7762080019999997, 
    NA, 5.8950962569999996, 5.0810920770000001, 7.4629582189999999, 
    8.7401522400000005, 6.6659771140000004, 8.4122183330000002, 
    8.0261153410000006, 7.5256760800000002, 2.1260946110000001, 
    4.2659037739999999, 6.899829854, 7.95170566, 6.5716583389999998, 
    2.7138250849999999, 6.2375132449999997, 5.0419667779999999, 
    6.276192419, 2.748133513, 7.672579088, 5.0883766179999999, 
    2.5301938320000001, 7.4119851570000002, NA, 8.3763879079999999, 
    6.3503816620000002, 6.1495321650000001, NA, 4.3253366279999996, 
    4.2254202640000003, 7.5613022699999997, NA, 4.6478980999999999, 
    6.284075917, 6.2672653729999999, 5.3647660100000003, 8.1281035799999994, 
    6.9696719319999998, 7.3431069969999996, 7.8739306879999997, 
    6.7431051320000002, 6.332808505, 7.5381371100000001, 7.21863615, 
    NA, 7.2935389879999999, 7.2976044900000003, 6.64570273, 6.5370654469999998, 
    NA, NA, 6.3489039079999996, 7.1508251249999999, 6.8546012569999997, 
    5.2185352629999997, 7.0310569469999997, 6.0607757920000003, 
    7.1320802069999996, 5.1348149999999997, 7.0509640869999997, 
    7.5838998899999996, 8.3232920620000002, 6.2697865830000001, 
    NA, 3.7032915580000001, 6.9025521080000001, 6.120088333, 
    7.0279066329999997, 7.2664350000000004, 3.5978937819999999, 
    5.9213113269999997, 3.7900855870000001, 7.2576477419999996, 
    NA, NA, 7.1857121749999999, 7.714083703, 5.7162115470000003, 
    8.3057462720000004, 6.7326951150000003, 5.1127280629999996, 
    6.9037772430000004, 5.6601436879999998, 4.1387742769999996, 
    NA, 5.7964087199999996, 6.6210972180000001, 3.6503479319999999, 
    6.4195125150000001, 8.0145971679999999, 7.1589331119999997, 
    7.3882451930000004, 6.6751720800000003, 6.8992218879999996, 
    7.7017898149999997, 8.2485632500000001, NA, 7.1844381200000003, 
    7.0770847979999996, 5.6940618829999998, NA, NA, 8.1679585679999995, 
    5.700330718, 7.4613149529999996, 6.5059330700000002, 7.3570807599999997, 
    7.6438971000000002, 5.9443463120000004, 6.454682697, 6.9655696149999997, 
    5.7275914500000003, 6.546540577, 7.4887704849999999, 7.9896543319999997, 
    6.3364938930000001, 6.8616034429999999, 4.8024911719999999, 
    NA, 6.0702526600000004, 4.9725955129999999, 4.4296062599999999, 
    8.0893286779999993, 5.7840311130000002, NA, 6.707630075, 
    4.1559422919999998, 7.3855552619999996, 6.276048007, 6.7266314850000004, 
    NA, 6.7527143580000004, 7.1556466299999997, 5.5222844220000002, 
    7.2744517149999997, 5.633164657, 8.1086020249999997, 6.3176995150000002, 
    6.7539983299999999, 6.9942283329999997, 7.9825470770000004, 
    6.0384369119999999, 7.2732059170000003, NA, 6.3280466669999997, 
    8.3447111819999993, 6.8065703129999999, 5.0629817700000004, 
    3.0831545729999998, 4.6182738480000003, 6.7779299999999996, 
    NA, 6.6504086950000003, 6.2338733179999997, 4.1233365170000003, 
    7.7632501679999999, 4.7381333330000004, 7.5433533969999997, 
    7.3090104849999999, 5.7261500099999996, 6.1993758650000004, 
    5.5487388769999999, NA, 5.2828971820000001, 7.8629446710000002, 
    7.3340681920000002, 8.7586710879999998, 7.2297431420000002, 
    8.4845539819999996, 7.8716277699999999, 7.3346970430000002, 
    2.0198412449999998, 4.4009888330000004, 7.2233381669999996, 
    8.0901058730000006, 6.4994077770000001, 2.4526423880000001, 
    6.8588645660000003, 4.9072278120000004, 6.276192419, 2.9141768419999998, 
    7.3563604949999997, 5.4412728079999999, 2.7117496509999999, 
    7.8190690219999999, NA, 8.4245618330000003, 6.935500717, 
    5.9438731230000004, NA, 4.2254202640000003, 7.1179066669999997, 
    7.4197426130000004, NA, 5.3664621869999998, 7.0301133330000001, 
    6.2051576019999999, 5.4565555080000001, 7.9841520929999996, 
    6.9528214049999999, 6.937458747, 8.2415252460000001, 6.4889900450000004, 
    6.433045216, 7.4323033949999999, 7.3333367779999996, NA, 
    6.7753608339999998, 7.573128208, 7.0963912120000003, 6.9212702930000001, 
    NA, NA, 6.0404546950000002, 7.4355792100000002, 6.9158410830000001, 
    5.586610447, 6.9723713810000003, 5.2766357790000002, 7.2638092219999999, 
    5.4666144640000001, 6.9116369420000003, 7.7542724759999997, 
    8.3218663890000002, 6.965150285, NA, 3.882642841, 7.0250843879999998, 
    NA, 6.923575864, 7.4598612720000004, 3.4512131799999999, 
    5.8316934869999999, 3.510614313, 7.0611282920000003, NA, 
    NA, 6.7894012549999996, 7.4649416669999997, 5.7661696630000003, 
    8.4602719139999998, 7.3800611370000002, 5.5089671019999997, 
    7.0246666309999997, 5.4709534169999996, 4.1128044020000001, 
    NA, 5.058028416, 7.2110201979999999, 3.7039874730000002, 
    6.5224819460000001, 7.9571927499999999, 7.435070423, 7.5320333330000002, 
    6.6461032360000001, 7.1136000560000001, 7.762807681, 8.4327382570000005, 
    NA, 7.0017444129999999, 7.8198745760000001, 6.1208817700000004, 
    NA, NA, 8.2902531770000003, 5.5537519800000004, 8.2668265699999992, 
    6.8853274789999999, 7.6116695109999997, 7.5744067279999996, 
    6.0044274599999996, 6.124932426, 6.809851471, 5.6444326189999998, 
    6.4137447620000003, 7.5531808800000002, 7.9597864999999999, 
    6.3481403350000001, 6.6531766670000003, 4.9710568720000001, 
    NA, 6.4231276499999996, 5.3487142250000002, 4.0932583869999997, 
    7.614324699, 6.3387314940000001, NA, 7.3634822800000004, 
    4.1707165799999997, 7.3811103410000003, 6.0901127559999999, 
    6.6744380840000002, NA, 6.8009871989999997, 7.6184261050000002, 
    5.8948542479999997, 7.1946364950000001, 5.5323033529999996, 
    8.2659816670000001, 6.3677733749999996, 6.5669440850000003, 
    7.4198424840000001, 7.9818800000000003, 5.6852207430000004, 
    6.9453511680000002, NA, NA, 8.3040214490000004, 6.7863784999999996, 
    4.7381333330000004, 3.3940662499999998, 4.2934031990000001, 
    6.7837326669999998, NA, 6.925465, 5.6480361050000001, 3.4053442509999998, 
    7.8629446710000002, 7.1267978550000004, 7.7055498160000004, 
    7.1125883950000004, 5.2145724720000004, 6.1353433060000002, 
    5.5746457700000001, NA, 5.2971818730000004, 5.3090678489999998, 
    7.0572218160000002, 8.5481798720000004, 7.0135665830000002, 
    8.3781578499999991, 7.8678543589999999, 7.4939987979999998, 
    2.1419003449999998, 4.5454709160000002, 7.7887245329999999, 
    7.991593333, 6.5171268619999996, 2.4792777780000002, 7.0210857659999997, 
    5.8513379969999999, 6.3401100000000001, 3.320615434, 7.0237331669999996, 
    5.6914454880000003, 2.3333015690000001, 8.0205029220000004, 
    NA, 8.2756246509999993, 6.8567906670000003, 5.8833114010000003, 
    NA, 4.2700989030000001, NA, 7.0958622040000003, NA, 6.08976556, 
    7.4042855689999998, 6.1427969820000001, 5.443197917, NA, 
    7.0574533270000002, 6.1483381670000004, 7.9069660239999999, 
    NA, 6.7477640479999996, 7.5691253679999999, NA, NA, 6.7325530530000002, 
    7.7099604060000004, 7.1004558680000001, 7.1732829340000004, 
    NA, NA, 6.6432220830000004, 7.3761908270000003, 6.7035356960000003, 
    6.0004967200000001, 6.8060228939999998, 5.8400124030000002, 
    7.1643121299999999, 5.5408376349999999, 7.0570789170000001, 
    7.6951059949999996, 8.3695257949999995, 7.2742572369999996, 
    NA, 3.5556442590000001, 7.1510716670000001, NA, NA, 7.69694403, 
    3.2007704889999999, 5.2842490800000004, 3.478803487, 7.0984269610000004, 
    NA, NA, 6.7585352869999999, NA, 5.8016979690000001, 8.9966804749999998, 
    7.5132280729999996, 5.9433571909999996, 7.052572895, 5.9837843829999997, 
    4.215903333, NA, 4.0645369760000003, 7.6663689210000001, 
    3.8819060140000001, 6.9976994489999997, 7.9264272179999997, 
    7.5116193630000003, 7.5841948730000004, 6.6260659420000003, 
    7.4596840090000001, 7.905704278, 7.8833143330000004, NA, 
    7.822888904, NA, 5.7833876210000001, NA, NA, 8.1938504769999998, 
    5.5600223059999996, 8.3472891760000003, 6.8563922609999999, 
    8.0013787240000003, 7.3501095320000003, 5.9225027289999996, 
    6.5502402499999999, 7.0308758469999999, 5.9727965599999999, 
    6.1826256080000004, 7.4282649999999997, 7.9655623950000001, 
    6.6785629960000001, 6.7699308719999998, 5.2039840740000001, 
    NA, 6.604472125, 5.6458964920000003, 4.0572921649999998, 
    7.5835199070000003, 6.5530445000000004, NA, 7.4037744239999999, 
    4.2898064959999997, 7.4705519569999996, 5.8731632149999999, 
    6.352502222, NA, 6.5826989899999999, 7.5800624900000004, 
    6.082899974, 7.2982624180000002, 5.2768364449999998, NA, 
    6.623697172, 6.6664620299999999, 7.993258333, NA, 5.9283156769999996, 
    6.789348951, NA, NA, 8.4643066569999998, 7.1822552719999999, 
    5.3750190580000003, 3.5770584489999999, 4.4773460270000003, 
    6.7696050980000004, NA, NA, NA, 3.4271946440000001, 7.7984199089999997, 
    7.1523256030000004, 7.8838931649999999, NA, 5.1306032999999998, 
    6.3385967470000004, NA, NA, 5.843511339, 5.4819396720000002, 
    7.1098311369999996, 8.4192838020000007, 7.1463935300000001, 
    8.336791431, 7.8679982859999997, 7.5487371100000002, 2.3746243969999998, 
    4.8106141889999998, 7.623843548, NA, 6.2249798309999997, 
    3.0545522940000001, 7.1978244680000003, 4.9116561049999996, 
    NA, 3.4392936220000001, 7.1937224759999996, 6.276470422, 
    2.1462089369999999, 7.5922217500000002, NA, 7.9579733619999997, 
    6.3455392550000003, 6.1683887659999996, NA, 4.7111568889999997, 
    NA, 7.7880502370000002, NA, 5.741543471, 7.5469942699999999, 
    5.5432038590000001, 5.394903695, NA, 7.587712174, 6.3325389139999997, 
    7.3809489250000002, NA, 6.9212926699999997, 7.6066475220000003, 
    NA, NA, 7.1443183469999996, 7.81863449, 7.101833504, 6.9328329829999999, 
    NA, NA, 6.8445057719999998, 7.0667075659999998, 6.895428452, 
    5.8068499830000002, 7.6756717329999997, 5.6841881020000002, 
    7.4540639999999998, 5.4250537190000001, 7.0635149520000002, 
    7.8038310979999999, 8.6593807579999993, 6.7711708760000002, 
    NA, 3.7060912749999999, 6.329657707, NA, NA, 7.8362519759999998, 
    3.1348877370000001, 5.3620686649999998, 3.5339816540000002, 
    7.5092547249999999, NA, NA, 6.8610394790000004, NA, 6.2441374170000001, 
    8.8616673329999998, 7.5025998779999998, 6.1169124999999998, 
    7.2162523070000004, 6.2035742669999996, NA, NA, 3.6007266649999998, 
    7.1775905739999999, 3.6830257450000001, 6.89805914, 8.0168764229999994, 
    7.7854959370000003, 7.3859809189999996, 6.6138126599999998, 
    7.4254413460000004, 7.5253853700000004, 7.0412071620000001, 
    NA, 8.1501392020000001, NA, 4.9674546670000002, NA, NA, 8.202616527, 
    5.769588862, 8.1327835299999993, 6.8734369969999998, 7.6626999900000001, 
    7.0998090410000003, 5.4235003949999996, 7.1132516089999998, 
    7.0163611450000003, 5.6823464049999997, 6.324263835, 5.2483520779999999, 
    7.9249915959999999, 6.8231138659999999, 6.8226999859999999, 
    5.1955705669999999, NA, 6.5270887640000002, 5.9159793670000003, 
    4.1767916779999998, 7.8200241200000002, 6.7727619470000002, 
    NA, 7.3627940240000003, 4.6547483200000004, 7.6985914839999996, 
    6.1903607330000003, 6.692148338, NA, 6.6998064160000004, 
    7.4135084779999998, 6.0644136289999997, 7.6272185749999997, 
    5.6151331920000001, NA, 6.3850902209999996, 6.9329858700000004, 
    NA, NA, 5.8356592740000002, 6.9042781230000001, NA, NA, 8.6599386900000006, 
    7.6417056639999998, 5.7416320990000003, 3.8733331770000001, 
    4.9688864959999997, 6.6610075389999999, NA, NA, NA, 3.7643894000000002, 
    7.8317933960000001, 7.1407090560000004, 8.0178391990000009, 
    NA, 5.0558244170000002, 6.2781058349999999, NA, NA, 6.3884426129999996, 
    4.7988143140000004, 6.8473722500000003, 8.6503962790000006, 
    7.1032540830000004, 8.5317426350000005, 7.8271693510000002, 
    7.9229002780000002, 2.332953968, 4.4856802499999997, 6.6494932599999999, 
    NA, 6.515607234, 3.0562719249999999), ef_regulation_labor_hours = c(8, 
    6, 4, 10, 10, 10, 6, 6, 8, 8, 10, 8, 10, 6, 8, 8, 10, 8, 
    10, 10, 6, 10, 6, 6, 8, 10, 8, 8, 8, 6, 6, 10, 10, 10, 8, 
    4, 8, 8, 6, 10, 10, 8, 8, 6, 8, 6, 4, 10, 10, 8, 4, 8, 10, 
    8, 8, 8, 6, 4, 6, 8, 4, 10, 8, 10, 4, 8, 3, 10, 8, 6, 10, 
    8, 8, 10, 8, 6, 10, 8, 10, 4, 10, 10, 10, 8, 8, 8, 8, 10, 
    6, 8, 8, 10, 10, 8, 8, 8, 10, 8, 6, 6, 10, 8, 6, 8, 10, 10, 
    10, 10, 2, 8, 10, 4, 2, 6, 4, 10, 6, 10, 10, 8, 6, 4, 8, 
    6, 10, 6, 4, 10, 8, 8, 10, NA, 8, 8, 8, 8, 8, 10, 10, 6, 
    6, 6, 10, 8, 10, 10, 8, 8, 10, 10, 8, 8, 6, 6, 8, 10, 8, 
    4, 10, 8, 8, 8, 8, 6, 4, 10, 10, 10, 6, 8, 8, 8, 10, 8, NA, 
    6, 8, 8, 10, 8, 10, 10, 6, 10, 6, 6, 8, 10, 8, 8, 8, 6, 6, 
    10, 10, 10, 6, 4, 8, 8, 6, 10, 10, 8, 8, 6, 8, 6, 4, 10, 
    10, 8, 4, 8, 6, 8, 8, 8, 6, 4, 6, 8, 10, 10, 8, 10, 6, 8, 
    4, 10, 8, NA, 10, 8, 8, 10, 8, 6, 10, 8, 10, 4, 10, 10, 10, 
    8, 8, 8, 6, 10, 6, 8, 8, 10, 10, 8, 8, 10, 10, 8, 6, 6, 8, 
    8, 6, 8, 10, 10, 10, 10, 4, 8, 10, 4, 2, 6, 4, 10, 6, 10, 
    10, 8, 6, 4, 8, 6, 10, 6, 4, 10, 8, 8, 10, 8, 8, 8, 8, 8, 
    NA, 10, 10, 6, 6, 6, 10, 6, 10, 10, 8, 8, 10, 10, 8, 8, 6, 
    6, 8, 10, 8, 4, 10, 8, 8, 8, 8, 6, 4, 10, 10, 10, 6, 8, 8, 
    8, 10, 8, NA, 6, 8, 8, 10, 8, 10, 10, 6, 10, 6, 6, 8, 10, 
    8, 8, 8, 6, 6, 10, 10, 10, 6, 4, 8, 8, 6, 10, 10, 8, 8, 6, 
    8, 6, 4, 10, 10, 8, 4, 8, 6, 8, 8, 8, 6, 4, 6, 8, 10, 10, 
    8, 10, 2, 8, 2, 10, 8, NA, 10, 8, 8, 10, 8, 6, 10, 8, 10, 
    4, 10, 10, 10, 8, 8, 10, 6, 10, 6, 8, 8, 10, 10, 8, 8, 10, 
    10, 8, 6, 6, 8, 8, 6, 8, 10, 10, 10, 10, 4, 8, 10, 4, 2, 
    6, 4, 10, 6, 10, 10, 8, 6, 4, 8, 6, 10, 6, 4, 10, 8, 8, 10, 
    8, 8, 8, 8, 8, NA, 10, 10, 6, 6, 6, 10, 6, 10, 10, 8, 8, 
    10, 10, 8, 8, 6, 6, 8, 10, 8, 4, 10, 8, 8, 8, 8, 4, 4, 10, 
    10, 8, 8, 8, 8, 8, 10, 8, NA, 6, 10, 8, 10, 8, 10, 10, 6, 
    10, 8, 6, 8, 10, 8, 10, 8, 4, 8, 10, 10, 10, 8, 6, 8, 6, 
    6, 10, 10, 8, 8, 8, 8, 6, 4, 10, 10, 8, 2, 8, 6, 8, 8, 8, 
    4, 6, 6, 8, 10, 10, 8, 10, 4, 8, 6, 10, 8, NA, 10, 8, 8, 
    10, 10, 10, 10, 8, 8, 6, 10, NA, 8, 10, 8, NA, 6, 8, 4, 8, 
    8, 10, 10, 8, 6, 8, 10, 10, 6, 8, 8, 8, 6, 10, 10, 10, 8, 
    10, 4, 6, 10, 4, 4, 8, 6, 10, 8, 10, 10, 8, 6, 8, 8, 6, 10, 
    8, 6, 10, 8, 6, 10, 8, 8, 8, 6, 8, NA, 10, 10, 6, 6, 6, 10, 
    4, 10, 10, 8, 8, 10, 10, 8, 8, 6, 6, 8, 10, 8, 4, 10, 8, 
    8, 6, 8, 6, 4, 10, 10, 6, 8, 8, 10, 8, 10, 10, NA, 8, 10, 
    8, NA, 8, 10, 10, 6, 10, 8, 6, 6, 10, 10, 10, 8, 4, 8, 10, 
    10, 10, 8, 6, 8, 6, 6, 10, 10, 8, 8, 8, 8, 6, 4, 10, 10, 
    8, 4, 8, 6, 8, 8, 8, 4, 6, NA, 8, 10, 10, 8, 10, 4, 8, 10, 
    10, 8, NA, 10, 8, 8, 10, 10, 10, 10, 8, 8, 6, 10, NA, 8, 
    10, 8, NA, NA, 8, 4, 8, 8, 10, 10, 8, 6, 8, 8, 8, 6, 8, 8, 
    8, 6, 10, 8, 10, 6, 10, 4, 6, 10, 4, 6, 8, 4, 10, 8, 10, 
    10, 8, 6, 8, 8, 8, 10, 10, 6, 10, NA, 6, 10, 8, 6, 8, 6, 
    8, NA, 10, 10, 6, 10, 6, 10, 4, 10, 10, 10, 8, 10, 10, 8, 
    8, 8, 6, 8, 10, 8, 8, 10, 8, 8, 6, 8, 6, 4, 10, 10, 8, 8, 
    8, 10, 10, 10, 10, NA, 8, 10, 8, NA, 8, 10, 10, 6, 10, 8, 
    8, 6, 10, 10, 10, 8, 4, 8, 10, 10, 10, 8, 6, 8, 6, 8, 10, 
    10, 8, 8, 8, 8, 6, 4, 10, 10, 8, 4, 8, 6, 8, 8, 8, 4, 6, 
    NA, 8, 10, 10, 8, 10, 4, 8, 10, 10, 8, NA, 10, 8, 8, 10, 
    10, 10, 10, 8, 8, 6, 10, NA, 8, 10, 8, NA, NA, 8, 4, 8, 8, 
    10, 10, 8, 6, 8, 8, 8, 6, 8, 8, 8, 6, NA, 8, 10, 6, 10, 4, 
    6, 10, 4, 6, 8, 4, 10, 8, 10, 10, 8, 6, 8, 8, 8, 10, 10, 
    6, 10, NA, 6, 10, 8, 6, 8, 4, 8, NA, 10, 10, 6, 10, 6, 10, 
    4, 10, 10, 10, 8, 10, 10, 8, 8, 8, 6, 8, 10, 8, 8, 10, 8, 
    8, 4, 8, 6, 4, 10, 10, 10, 8, 8, 10, 10, 10, NA, NA, 8, 10, 
    8, NA, 8, 10, 10, 6, 10, 8, 8, 6, 10, 8, 10, 8, 4, 8, 10, 
    10, 10, 8, 6, 8, 6, 8, 10, 10, 8, 8, 8, 8, 6, 4, 10, 10, 
    8, 4, 8, 6, 10, 8, 8, 4, 6, NA, 8, 10, 10, 8, 10, 6, 8, 10, 
    10, 8, NA, 10, 8, 8, 10, 10, 10, 10, 8, 8, 6, 10, NA, 8, 
    10, 8, NA, NA, 8, 4, 8, 8, 10, 10, 8, NA, 8, 8, 8, 6, 8, 
    10, 8, 6, NA, 8, 10, 6, 10, 4, 6, 10, 4, 10, 8, 4, 10, 8, 
    10, 10, 8, 6, 8, 8, 8, 10, 10, 6, 10, NA, 6, 10, 8, 6, 8, 
    4, 8, NA, 10, 10, 6, 10, 6, 10, 4, 10, 10, 10, 8, 10, 10, 
    8, 8, 8, 6, 8, 10, 8, 8, 10, 8, 8, 8, 8, 6, 4, 10, 10, 10, 
    8, 8, 10, 10, 10, 10, NA, 8, 10, 8, NA, 8, 10, 10, 6, NA, 
    8, 8, 8, NA, 8, 10, NA, 4, 8, 10, 10, 10, 8, 6, 8, 6, 8, 
    10, 10, 8, 8, 8, 8, 6, 4, 10, 10, 8, 4, 8, NA, 10, 8, 8, 
    4, 6, NA, 10, 10, 10, 8, 10, 6, 8, 10, 10, 8, NA, 10, 8, 
    8, 10, 10, 10, 10, 10, 8, 8, 10, NA, 8, NA, 8, NA, NA, 8, 
    4, 8, 8, 10, 10, 8, 10, 8, 8, 8, 6, 8, 10, 8, 6, 10, 8, 10, 
    6, 10, 4, 6, 10, 6, 10, 8, 4, 10, 8, 10, 10, 8, 6, NA, 8, 
    8, 10, NA, 6, 10, NA, 6, 10, 8, 8, 8, 6, 8, NA, NA, NA, 6, 
    10, 8, 10, NA, 10, 10, NA, 8, 10, 10, 8, 10, 8, 6, 8, 10, 
    10, 8, 10, NA, 8, 8, 8, 6, 4, 8, 8, 10, 6.7000000000000002, 
    8, 10, 10, 10, NA, NA, 6, 10, 6, NA, 4.7000000000000002, 
    8.6999999999999993, 10, 4, NA, 6, 8, 4.7000000000000002, 
    NA, 8, 10, NA, 6, 8, 10, 6.7000000000000002, 8, 5.2999999999999998, 
    6, 6, 5.2999999999999998, 6, 10, 10, 8, 8, 6, 8, 6, 4, 8, 
    10, 6, 4, 4, NA, 8, 4.7000000000000002, 8, 3.2999999999999998, 
    6, NA, 7.2999999999999998, 8.6999999999999993, 8, 8, 10, 
    3.2999999999999998, 8, 8, 10, 7.2999999999999998, NA, 10, 
    6, 6, 10, 9.3000000000000007, 10, 8, 10, 6, 10, 8, NA, 6, 
    NA, 8, NA, NA, 4, 4, 8, 6, 10, 10, 8, NA, 8, 6.7000000000000002, 
    8, 6, 6, 8, 6, 6.7000000000000002, NA, 8, 10, 6, 10, 4, 4.7000000000000002, 
    10, 6, 6, 8, 4, 10, 4.7000000000000002, 8.6999999999999993, 
    10, 6.7000000000000002, 5.2999999999999998, NA, 6, 6, 10, 
    NA, 4.7000000000000002, 9.3000000000000007, NA, 6, 10, 8, 
    4.7000000000000002, 8, 6, 10, NA, NA, NA, 6, 8, 10, 8, NA, 
    8.6999999999999993, 10, NA, 6, 10, 8.6999999999999993, 6, 
    10, 8, 8, 8, 10, 8, 6, 8.6999999999999993, NA, 6.7000000000000002, 
    6), ef_regulation_labor_dismissal = c(6.2997409129999999, 
    7.7551761539999999, 6.6327642310000003, 2.517253846, 9.2517253850000003, 
    7.9278549109999998, 10, 7.7551761539999999, 6.5464248520000003, 
    0, 1.36606213, 5.6830310649999998, 7.7551761539999999, 10, 
    6.5464248520000003, 7.5681075, 10, NA, 7.5057512820000003, 
    3.783564734, 7.1266254770000002, 10, 9.2517253850000003, 
    7.9422448079999999, 7.7551761539999999, 6.2997409129999999, 
    7.0069015380000002, 8.2732124260000006, 5.0663212169999996, 
    7.0069015380000002, 7.9422448079999999, 2.517253846, 2.517253846, 
    4.8196372780000001, 10, 7.530693769, 5.6583626709999999, 
    7.5681075, 7.5057512820000003, 10, 7.7551761539999999, 10, 
    2.7788883270000002, 0.64656730799999995, 0.64656730799999995, 
    2.5994818259999999, 9.2517253850000003, 7.0397927300000003, 
    8.2732124260000006, 10, 8.5034507690000005, 8.5034507690000005, 
    5.5103523079999999, 9.2517253850000003, 6.2586269229999996, 
    0, 5.5103523079999999, 1.2701294869999999, 8.1293134620000007, 
    2.517253846, 7.409818639, 10, 2.517253846, 9.4992316040000002, 
    7.7551761539999999, 10, 6.2997409129999999, 0, 2.517253846, 
    6.5464248520000003, 6.3737460949999996, 2.517253846, 10, 
    6.5464248520000003, 10, 10, 9.2517253850000003, 9.6299740909999993, 
    2.517253846, 4.3879403850000003, 7.7551761539999999, 1.0207046150000001, 
    7.7551761539999999, 10, 6.5464248520000003, 3.0928497039999998, 
    4.3879403850000003, 6.2586269229999996, 8.5034507690000005, 
    7.7551761539999999, 7.1220207100000001, 5.6830310649999998, 
    4.2440414200000003, 7.5681075, 10, 7.9422448079999999, 0, 
    4.8196372780000001, 6.7881751120000002, 9.2517253850000003, 
    7.7551761539999999, 5.2858699229999999, 0, 4.0138030770000004, 
    8.2732124260000006, 2.5994818259999999, 7.530693769, 10, 
    6.2586269229999996, 7.381038846, 10, 10, NA, 2.5994818259999999, 
    4.1289222480000003, 7.0069015380000002, 2.5994818259999999, 
    7.0397927300000003, 2.517253846, 7.7551761539999999, 7.0397927300000003, 
    4.8196372780000001, 10, 8.5034507690000005, 7.7551761539999999, 
    4.3879403850000003, 7.1939701920000001, 7.5057512820000003, 
    7.5331606090000003, 0, 10, 7.7551761539999999, 8.1293134620000007, 
    8.2732124260000006, 5.0663212169999996, 0, 2.517253846, 7.0069015380000002, 
    6.8917823670000002, 10, 10, 10, 6.2586269229999996, 7.7551761539999999, 
    8.2732124260000006, 1.36606213, 10, 7.0069015380000002, 5.136215, 
    5.5103523079999999, 2.517253846, 10, 9.2517253850000003, 
    10, 8.5322305620000005, 10, 4.6124227690000001, NA, 2.517253846, 
    2.517253846, 0, 6.2586269229999996, 6.2997409129999999, 7.7551761539999999, 
    6.6327642310000003, 2.517253846, 8.9927072490000004, 7.9278549109999998, 
    10, 7.7551761539999999, 6.5464248520000003, 9.5855709820000001, 
    1.36606213, 5.6830310649999998, NA, 10, 6.5464248520000003, 
    7.5681075, 10, NA, 7.5057512820000003, 3.783564734, 7.1266254770000002, 
    10, 9.2517253850000003, 7.9422448079999999, 7.7551761539999999, 
    6.2997409129999999, 7.0069015380000002, 8.2732124260000006, 
    2.517253846, 7.0069015380000002, 7.9422448079999999, 2.517253846, 
    2.517253846, 4.8196372780000001, 10, 7.530693769, 5.6583626709999999, 
    7.5681075, 7.5057512820000003, 10, 7.7551761539999999, 10, 
    2.7788883270000002, 0.64656730799999995, 0.64656730799999995, 
    2.5994818259999999, 9.2517253850000003, 7.0397927300000003, 
    8.2732124260000006, 10, 8.5034507690000005, 8.5034507690000005, 
    10, 9.2517253850000003, 6.2586269229999996, 0, 5.5103523079999999, 
    1.2701294869999999, 8.1293134620000007, 2.517253846, 5.6830310649999998, 
    10, 2.517253846, 9.4992316040000002, 7.7551761539999999, 
    10, 6.2997409129999999, 0, 2.517253846, NA, 6.3737460949999996, 
    2.517253846, 10, 6.5464248520000003, 10, 10, 9.2517253850000003, 
    9.6299740909999993, 2.517253846, 4.3879403850000003, 7.7551761539999999, 
    1.0207046150000001, 7.7551761539999999, 7.5057512820000003, 
    6.5464248520000003, 3.0928497039999998, 4.3879403850000003, 
    6.2586269229999996, 8.5034507690000005, 7.7551761539999999, 
    7.1220207100000001, 5.6830310649999998, 4.2440414200000003, 
    7.5681075, 10, 7.9422448079999999, 7.5331606090000003, 4.8196372780000001, 
    6.7881751120000002, 9.2517253850000003, 7.7551761539999999, 
    5.2858699229999999, 0, 4.0138030770000004, 8.2732124260000006, 
    2.5994818259999999, 7.530693769, 10, 6.2586269229999996, 
    7.381038846, 10, 10, NA, 2.5994818259999999, 4.1289222480000003, 
    7.0069015380000002, 2.5994818259999999, 7.0397927300000003, 
    2.517253846, 7.7551761539999999, 7.0397927300000003, 4.8196372780000001, 
    10, 8.5034507690000005, 7.7551761539999999, 4.3879403850000003, 
    7.1939701920000001, 7.5057512820000003, 7.5331606090000003, 
    0, NA, 7.7551761539999999, 8.1293134620000007, 8.2732124260000006, 
    5.0663212169999996, 0, NA, 7.0069015380000002, 6.8917823670000002, 
    10, 10, 10, 2.517253846, 8.1293134620000007, 8.2732124260000006, 
    1.36606213, 10, 7.0069015380000002, 5.136215, 5.5103523079999999, 
    2.517253846, 10, 9.2517253850000003, 10, 8.5322305620000005, 
    10, 4.6124227690000001, NA, 2.5172539999999999, 2.517253846, 
    0, 6.2586269229999996, 6.3046745919999996, 7.7551761539999999, 
    0.64081134900000003, 2.523009805, 8.9984632070000004, 7.9278549109999998, 
    10, 7.7551761539999999, 6.5464248520000003, 10, 1.36606213, 
    5.6830310649999998, NA, 10, 6.5464248520000003, 7.565229521, 
    10, NA, 7.513425893, 3.783564734, 7.1335326270000001, 10, 
    9.2574813430000003, 7.9451227869999999, 7.7551761539999999, 
    6.3046745919999996, 7.0126574970000002, 8.2732124260000006, 
    2.523009805, 7.0126574970000002, 7.9451227869999999, 2.523009805, 
    2.523009805, 4.8196372780000001, 10, 7.530693769, 5.6657631889999998, 
    7.565229521, 7.513425893, 10, 7.7551761539999999, 10, 2.7820279409999999, 
    0.64081134900000003, 0.64081134900000003, 2.592081308, 9.2574813430000003, 
    7.0471932490000002, 8.2732124260000006, 10, 8.4976948110000006, 
    8.4976948110000006, 10, 9.2574813430000003, 6.2528709640000004, 
    0, 5.5103523079999999, 1.2624548760000001, 8.1350694200000007, 
    2.523009805, 5.6830310649999998, 10, 2.523009805, 9.4992316040000002, 
    7.7551761539999999, 10, 6.3046745919999996, 0, 2.523009805, 
    NA, 6.3737460949999996, 2.523009805, 10, 6.5464248520000003, 
    10, 10, 9.2574813430000003, 9.6373746090000001, 2.523009805, 
    4.3879403850000003, 7.7551761539999999, 1.0207046150000001, 
    7.7551761539999999, 10, 6.5464248520000003, 3.0928497039999998, 
    6.2528709640000004, 6.2528709640000004, 8.4976948110000006, 
    7.7551761539999999, 7.1162647510000001, 5.6830310649999998, 
    4.2497973790000003, 7.565229521, 10, 7.9451227869999999, 
    7.530693769, 4.8196372780000001, 6.7881751120000002, 9.2574813430000003, 
    7.7551761539999999, 5.2858699229999999, 0, 6.2528709640000004, 
    8.2732124260000006, 2.592081308, 10, 10, 6.2528709640000004, 
    7.3752828880000001, 6.0456564559999997, 10, 10, 2.592081308, 
    4.1289222480000003, 7.0126574970000002, 2.592081308, 7.0471932490000002, 
    2.523009805, 7.7551761539999999, 7.0471932490000002, 4.8196372780000001, 
    10, 8.4976948110000006, 7.7551761539999999, 4.3879403850000003, 
    7.2026041300000001, 7.513425893, 7.530693769, 0, 10, 7.7551761539999999, 
    8.1350694200000007, 8.2732124260000006, 5.061387538, 0, NA, 
    7.0126574970000002, 6.8917823670000002, 10, 10, 10, 2.523009805, 
    8.1350694200000007, 8.2732124260000006, 1.36606213, 10, 7.0126574970000002, 
    5.1304590409999999, 7.7551761539999999, 2.523009805, 10, 
    9.2574813430000003, 10, 8.5322305620000005, 10, 4.6124227690000001, 
    NA, 2.523009805, 2.523009805, 0, 0, 6.2997409129999999, 7.7551761539999999, 
    0.64656730799999995, 2.517253846, 8.9927072490000004, 7.9278549109999998, 
    10, 7.7551761539999999, 6.5464248520000003, 10, 1.36606213, 
    5.6830310649999998, NA, 10, 6.5464248520000003, 7.5681075, 
    10, NA, 7.5057512820000003, 3.783564734, 7.1266254770000002, 
    10, 9.2517253850000003, 7.9422448079999999, 7.7551761539999999, 
    6.2997409129999999, 7.0069015380000002, 8.2732124260000006, 
    2.517253846, 7.0069015380000002, 7.9422448079999999, 2.517253846, 
    2.517253846, 4.8196372780000001, 10, 7.530693769, 5.6583626709999999, 
    7.5681075, 7.5057512820000003, 10, 7.7551761539999999, 10, 
    2.7788883270000002, 0.64656730799999995, 0.64656730799999995, 
    2.5994818259999999, 9.2517253850000003, 7.0397927300000003, 
    8.2732124260000006, 10, 8.5034507690000005, 8.5034507690000005, 
    10, 9.2517253850000003, 6.2586269229999996, 0, 5.5103523079999999, 
    1.2701294869999999, 8.1293134620000007, 2.517253846, 5.6830310649999998, 
    10, 2.517253846, 9.4992316040000002, 7.7551761539999999, 
    10, 6.2997409129999999, 0, 2.517253846, NA, 6.3737460949999996, 
    2.517253846, 10, 6.5464248520000003, 10, 10, 9.2517253850000003, 
    9.6299740909999993, 2.517253846, 4.3879403850000003, 7.7551761539999999, 
    NA, 7.7551761539999999, 10, 6.5464248520000003, NA, 6.2586269229999996, 
    6.2586269229999996, 8.5034507690000005, 7.7551761539999999, 
    7.1220207100000001, 5.6830310649999998, 4.2440414200000003, 
    7.5681075, 10, 7.9422448079999999, 7.5331606090000003, 4.8196372780000001, 
    6.7881751120000002, 9.2517253850000003, 7.7551761539999999, 
    5.2858699229999999, 0, 6.2586269229999996, 8.2732124260000006, 
    2.5994818259999999, 10, 10, 6.2586269229999996, 7.381038846, 
    6.0495417280000003, 10, 10, 2.5994818259999999, 4.1289222480000003, 
    7.0069015380000002, 2.5994818259999999, 7.0397927300000003, 
    2.517253846, 7.7551761539999999, 7.0397927300000003, 4.8196372780000001, 
    10, 8.5034507690000005, 7.7551761539999999, 4.3879403850000003, 
    7.1939701920000001, 7.5057512820000003, 7.5331606090000003, 
    0, 10, 7.7551761539999999, 8.1293134620000007, 8.2732124260000006, 
    5.0663212169999996, 0, NA, 7.0069015380000002, 6.8917823670000002, 
    10, 10, 10, 2.517253846, 8.1293134620000007, 8.2732124260000006, 
    1.36606213, 10, 7.0069015380000002, 5.136215, 7.7551761539999999, 
    2.517253846, 10, 9.2517253850000003, 10, 8.5322305620000005, 
    10, 4.6124227690000001, NA, 2.517253846, 2.517253846, 0, 
    0, 6.2997409129999999, 7.7551761539999999, 0.64656730799999995, 
    2.517253846, 8.9927072490000004, 7.9278549109999998, 10, 
    7.7551761539999999, 6.5464248520000003, 10, 1.36606213, 5.6830310649999998, 
    NA, 10, 8.2732124260000006, 7.5681075, NA, NA, 7.5057512820000003, 
    3.783564734, 7.1266254770000002, 10, 9.2517253850000003, 
    7.9422448079999999, 7.7551761539999999, 6.2997409129999999, 
    7.381038846, 8.2732124260000006, 2.517253846, 7.0069015380000002, 
    7.9422448079999999, 2.517253846, 2.517253846, 4.8196372780000001, 
    10, 7.6803486919999999, 5.6583626709999999, 7.5681075, 7.5057512820000003, 
    10, 7.7551761539999999, 10, 2.7788883270000002, 0.64656730799999995, 
    0.64656730799999995, 2.5994818259999999, 9.2517253850000003, 
    7.0397927300000003, 8.2732124260000006, 10, 8.5034507690000005, 
    8.5034507690000005, 10, 9.2517253850000003, 6.2586269229999996, 
    0, 5.5103523079999999, 1.2701294869999999, NA, 2.517253846, 
    5.6830310649999998, 10, 2.517253846, 9.4992316040000002, 
    7.7551761539999999, 10, 6.2997409129999999, 0, 2.517253846, 
    NA, 7.461622266, 2.517253846, 10, 6.5464248520000003, 10, 
    10, 9.2517253850000003, 9.6299740909999993, 2.517253846, 
    4.3879403850000003, 7.7551761539999999, NA, 7.7551761539999999, 
    10, 6.5464248520000003, NA, NA, 6.2586269229999996, 8.5034507690000005, 
    7.7551761539999999, 7.1220207100000001, 5.6830310649999998, 
    4.2440414200000003, 7.5681075, 10, 7.9422448079999999, 7.5331606090000003, 
    4.8196372780000001, 6.7881751120000002, 9.2517253850000003, 
    7.7551761539999999, 5.2858699229999999, 0, 6.2586269229999996, 
    8.2732124260000006, 2.5994818259999999, 10, 10, 6.2586269229999996, 
    9.3956243490000002, 6.0499734250000001, 10, 10, 2.5994818259999999, 
    4.1289222480000003, 7.0069015380000002, 2.5994818259999999, 
    7.0397927300000003, 2.517253846, 7.7551761539999999, 5.0663212169999996, 
    4.8196372780000001, 10, 8.5034507690000005, 7.7551761539999999, 
    4.3879403850000003, 7.1939701920000001, 7.5057512820000003, 
    NA, 0, 10, 7.7551761539999999, 8.1293134620000007, 8.2732124260000006, 
    5.0663212169999996, 0, NA, 7.0069015380000002, 6.8917823670000002, 
    10, 10, 10, 2.517253846, 8.1293134620000007, 8.2732124260000006, 
    1.36606213, 10, 7.0069015380000002, 5.136215, 7.7551761539999999, 
    2.517253846, 10, 9.2517253850000003, 10, 8.9173041909999995, 
    10, 4.6124227690000001, NA, 2.517253846, 2.517253846, 0, 
    0, 6.2997409129999999, 7.7551761539999999, 0.64656730799999995, 
    2.517253846, 8.9927072490000004, 7.9278549109999998, 10, 
    7.7551761539999999, 6.5464248520000003, 10, 1.36606213, 5.6830310649999998, 
    NA, 10, 8.2732124260000006, 7.5681075, NA, NA, 7.5057512820000003, 
    3.783564734, 7.1266254770000002, 10, 9.2517253850000003, 
    7.9422448079999999, 7.7551761539999999, 6.2997409129999999, 
    7.381038846, 8.2732124260000006, 2.517253846, 7.0069015380000002, 
    7.9422448079999999, 8.2732124260000006, 2.517253846, 4.8196372780000001, 
    10, 7.6803486919999999, 5.6583626709999999, 7.5681075, 7.5057512820000003, 
    10, 7.7551761539999999, 10, 2.7788883270000002, 0.64656730799999995, 
    0.64656730799999995, 2.5994818259999999, 9.2517253850000003, 
    7.0397927300000003, 8.2732124260000006, 10, 8.5034507690000005, 
    8.5034507690000005, 10, 9.2517253850000003, 6.2586269229999996, 
    0, 5.5103523079999999, 1.2701294869999999, NA, 2.517253846, 
    5.6830310649999998, 10, 2.517253846, 9.4992316040000002, 
    7.7551761539999999, 10, 6.2997409129999999, 0, 2.517253846, 
    NA, 9.1296990630000003, 2.517253846, 10, 6.5464248520000003, 
    10, 10, 9.2517253850000003, 6.2997409129999999, 2.517253846, 
    4.3879403850000003, 7.7551761539999999, NA, 7.7551761539999999, 
    10, 6.5464248520000003, NA, NA, 6.2586269229999996, 8.5034507690000005, 
    7.7551761539999999, 7.1220207100000001, 5.6830310649999998, 
    4.2440414200000003, 7.5681075, 10, 7.9422448079999999, 7.5331606090000003, 
    4.8196372780000001, 6.7881751120000002, 9.2517253850000003, 
    7.7551761539999999, 5.2858699229999999, 0, NA, 8.2732124260000006, 
    2.5994818259999999, 10, 10, 6.2586269229999996, 9.3956243490000002, 
    6.0499734250000001, 10, 10, 2.5994818259999999, 4.1289222480000003, 
    7.0069015380000002, 2.5994818259999999, 7.0397927300000003, 
    2.517253846, 7.7551761539999999, 2.517253846, 4.8196372780000001, 
    10, 8.5034507690000005, 7.7551761539999999, 4.3879403850000003, 
    7.1939701920000001, 7.5057512820000003, NA, 0, 10, 10, 8.1293134620000007, 
    8.2732124260000006, 5.0663212169999996, 0, NA, 7.0069015380000002, 
    6.8917823670000002, 10, 10, 10, 2.517253846, 8.1293134620000007, 
    8.2732124260000006, 1.36606213, 10, 7.0069015380000002, 5.136215, 
    7.7551761539999999, 2.517253846, 10, 9.2517253850000003, 
    10, 8.9570203050000003, 10, 4.6124227690000001, NA, 2.517253846, 
    2.517253846, 0, 0, 6.2997409129999999, 7.7551761539999999, 
    6.2586269229999996, 2.517253846, 8.9927072490000004, 7.9278549109999998, 
    10, 7.7551761539999999, 6.5464248520000003, 10, 1.36606213, 
    NA, NA, 10, 8.2732124260000006, 7.5681075, NA, NA, 7.5057512820000003, 
    3.783564734, 7.1266254770000002, 10, 9.2517253850000003, 
    7.9422448079999999, 7.7551761539999999, 6.2997409129999999, 
    7.381038846, 8.2732124260000006, 2.517253846, 7.0069015380000002, 
    7.9422448079999999, 8.2732124260000006, 2.517253846, 4.8196372780000001, 
    10, 7.6803486919999999, 5.6583626709999999, 7.5681075, 7.5057512820000003, 
    10, 7.7551761539999999, 10, 2.7788883270000002, 0.64656730799999995, 
    0.64656730799999995, 2.5994818259999999, 9.2517253850000003, 
    7.0397927300000003, 8.2732124260000006, 10, 8.5034507690000005, 
    8.5034507690000005, 10, 9.2517253850000003, 6.2586269229999996, 
    0, 7.7551761539999999, 1.2701294869999999, NA, 2.517253846, 
    5.6830310649999998, 10, 2.517253846, 9.4992316040000002, 
    7.7551761539999999, 10, 6.2997409129999999, 0, 2.517253846, 
    NA, 9.1296990630000003, 2.517253846, 10, 6.5464248520000003, 
    10, 10, 9.2517253850000003, 6.2997409129999999, 2.517253846, 
    4.3879403850000003, 7.7551761539999999, NA, 7.7551761539999999, 
    10, 6.5464248520000003, NA, NA, 6.2586269229999996, 8.5034507690000005, 
    7.7551761539999999, 7.1220207100000001, 5.6830310649999998, 
    4.2440414200000003, 7.5681075, NA, 7.9422448079999999, 7.5331606090000003, 
    4.8196372780000001, 6.7881751120000002, 9.2517253850000003, 
    5.5103523079999999, 5.2858699229999999, 0, NA, 8.2732124260000006, 
    2.5994818259999999, 10, 10, 6.2586269229999996, 9.3956243490000002, 
    6.0499734250000001, 10, 10, 2.5994818259999999, 4.1289222480000003, 
    7.0069015380000002, 2.5994818259999999, 7.0397927300000003, 
    2.517253846, 10, 2.517253846, 4.8196372780000001, 9.2517253850000003, 
    8.5034507690000005, 7.7551761539999999, 4.3879403850000003, 
    7.1939701920000001, 7.5057512820000003, NA, 0, 10, 7.7551761539999999, 
    8.1293134620000007, 8.2732124260000006, 5.0663212169999996, 
    0, NA, 7.0069015380000002, 6.8917823670000002, 10, 10, 10, 
    2.517253846, 8.1293134620000007, 8.2732124260000006, 1.36606213, 
    10, 7.5681075, 5.136215, 7.7551761539999999, 2.517253846, 
    10, 9.2517253850000003, 10, 9.0813490110000004, 10, 4.6124227690000001, 
    NA, 2.517253846, 2.517253846, 0, 0, 6.0268754260000001, 8.7948188789999993, 
    4.9784119970000003, 1.965459195, 9.5982729599999992, 10, 
    10, 8.7948188789999993, 7.7750502380000004, 10, 0.72937599399999997, 
    NA, NA, 10, 8.1458751990000007, 7.0874789580000002, NA, NA, 
    7.3218197319999998, 2.2126758350000002, 6.9147363310000003, 
    NA, 9.5982729599999992, 7.2883424779999997, 8.7948188789999993, 
    NA, 7.1879107180000004, 8.1458751990000007, NA, 8.3930918390000002, 
    7.4892059980000001, 5.5810025569999997, 1.965459195, 4.5700630819999999, 
    10, 7.2280834220000001, 7.6691002499999996, 7.0874789580000002, 
    7.5896377580000003, 10, 8.7948188789999993, 10, 2.2463871950000001, 
    0, 0, 2.0537508519999998, 8.3930918390000002, 7.0863753120000004, 
    8.1458751990000007, 10, 7.857455785, 8.3930918390000002, 
    NA, 9.5982729599999992, 5.9827295969999996, 0, 7.7750502380000004, 
    0.62636906000000003, NA, 1.965459195, 5.1792755169999998, 
    10, 1.965459195, 9.4623038079999997, 7.9913647990000003, 
    10, 6.0268754260000001, 0, 1.965459195, NA, 9.0877705980000005, 
    1.965459195, 10, 5.3646879969999999, 10, 10, 9.5982729599999992, 
    6.0268754260000001, 1.965459195, 2.969776795, 8.7948188789999993, 
    NA, 8.3930918390000002, NA, 6.2917503970000004, NA, NA, 7.5896377580000003, 
    7.5896377580000003, 7.9913647990000003, 7.5896377580000003, 
    2.583500795, 3.819583996, 7.4892059980000001, NA, 7.4892059980000001, 
    6.0268754260000001, 5.6295629680000001, 7.3424211179999999, 
    9.5982729599999992, 7.5896377580000003, 2.9172432590000001, 
    0, NA, 8.1458751990000007, 2.0537508519999998, 10, 10, 7.9913647990000003, 
    7.1879107180000004, 5.7586895169999996, 10, 10, 2.0537508519999998, 
    5.9209254370000002, 6.7861836780000004, 2.0537508519999998, 
    8.41075017, 1.965459195, 10, 1.965459195, NA, 9.5982729599999992, 
    9.1965459190000001, 7.9913647990000003, NA, 6.8866154379999998, 
    7.6565922649999996, NA, 0, 10, 8.7948188789999993, 7.3218197319999998, 
    8.1458751990000007, 5.1792755169999998, 0, NA, NA, NA, 10, 
    10, 10, 1.965459195, NA, 9.0729375989999994, 5.3646879969999999, 
    NA, 7.0874789580000002, 4.3758214359999998, 8.7948188789999993, 
    1.965459195, 10, 9.5982729599999992, 2.6497195379999998, 
    9.0302927289999992, 10, 7.10756531, 10, 1.965459195, NA, 
    0, 0, 4.8084505560000004, 8.4239939190000008, 4.6230380760000003, 
    1.192907194, 8.7948188789999993, 9.6291750399999998, 9.8145875199999999, 
    7.9604627189999997, 7.5896377580000003, 9.6291750399999998, 
    0.35855103300000002, NA, NA, 8.5167001590000009, 7.7750502380000004, 
    6.6625753579999998, NA, NA, 7.126106558, 1.656438394, 5.7355129570000001, 
    NA, 9.1656438389999995, 6.8479878379999999, 7.5896377580000003, 
    NA, 6.9406940779999999, 7.4042252780000002, NA, 7.9604627189999997, 
    6.6625753579999998, 5.1792755169999998, 1.563732154, 4.5303318360000002, 
    7.126106558, 6.9406940779999999, 7.3115190380000001, 5.4573942369999999, 
    6.3844566379999996, 4.066800636, 7.9604627189999997, 10, 
    1.8418508739999999, 0, 0, 2.0272633550000001, 6.7552815979999998, 
    6.2917503970000004, 7.9604627189999997, 7.5896377580000003, 
    7.033400318, 6.0136316770000002, NA, 9.6291750399999998, 
    3.6032694360000002, 0, 7.7750502380000004, 0.63666975400000003, 
    NA, 1.934557115, 4.8084505560000004, 8.4239939190000008, 
    1.192907194, 9.0729375989999994, 6.7552815979999998, 8.7948188789999993, 
    4.8084505560000004, 0, 1.934557115, NA, 8.3312876790000008, 
    1.563732154, 8.9802313589999994, 4.2522131160000001, 9.6291750399999998, 
    9.6291750399999998, 9.1656438389999995, 5.642806717, 1.563732154, 
    2.7689132750000001, 8.4239939190000008, NA, 8.4239939190000008, 
    NA, 5.9209254370000002, NA, NA, 7.2188127980000001, 5.1792755169999998, 
    7.5896377580000003, 7.2188127980000001, 2.2126758350000002, 
    3.0470319950000002, 7.126106558, NA, 7.126106558, 9.6291750399999998, 
    5.1792755169999998, 6.5698691179999997, 9.1656438389999995, 
    7.4042252780000002, 2.1199695950000002, 0, NA, 7.7750502380000004, 
    1.656438394, 8.4239939190000008, 10, 7.9604627189999997, 
    6.7552815979999998, 5.3646879969999999, 8.7948188789999993, 
    9.6291750399999998, 1.656438394, 5.9209254370000002, 6.3844566379999996, 
    0.82208223400000002, 8.4239939190000008, 1.563732154, 8.7948188789999993, 
    1.0074947139999999, NA, 9.2583500789999995, 8.4239939190000008, 
    7.5896377580000003, NA, 6.4771628779999997, 7.6823439980000003, 
    NA, 0, 9.6291750399999998, 7.5896377580000003, 6.5698691179999997, 
    7.7750502380000004, 4.8084505560000004, 0, NA, NA, NA, 7.5896377580000003, 
    8.7948188789999993, 2.583500795, 1.563732154, NA, 8.3312876790000008, 
    4.9938630369999997, NA, 6.6625753579999998, 3.7886819159999998, 
    8.4239939190000008, 1.192907194, 8.7948188789999993, 8.7948188789999993, 
    2.2126758350000002, 7.9604627189999997, 10, 7.126106558, 
    NA, 1.934557115, NA, 0, 0), ef_regulation_labor_conscription = c(10, 
    1, 0, 10, 0, 10, 3, 1, 10, 10, 10, 10, 1, 10, 10, 1, 10, 
    3, 10, 10, 3, 10, 10, 10, 10, 5, 10, 10, 1, 0, 3, 0, 0, 1, 
    3, 10, 10, 3, 10, 1, 10, 3, 10, 10, 0, 3, 3, 10, 10, 3, 10, 
    10, 10, 10, 10, 10, 3, 3, 0, 0, 10, 10, 10, 10, 10, 10, 10, 
    5, 1, 10, 10, 0, 10, 10, 10, 10, 3, 10, 0, 10, 1, 1, 10, 
    10, 10, 10, 10, 3, 10, 10, 1, 10, 10, 0, 10, 5, 10, 3, 3, 
    3, 10, 1, 0, 0, 10, 10, 10, 10, 10, 0, 10, 1, 10, 10, 10, 
    10, 1, 10, 10, 10, 10, 5, 10, 3, 10, 10, 0, 10, 10, 10, 0, 
    10, 10, 10, 10, 10, 0, 10, 10, 10, 5, 0, 5, 0, 5, 0, 10, 
    0, 10, 3, 1, 10, 0, 0, 10, 10, 10, 0, 0, 10, 10, 10, 10, 
    1, 0, 10, 0, 10, 3, 1, 10, 10, 10, 10, NA, 10, 10, 1, 10, 
    3, 10, 10, 3, 10, 10, 10, 10, 5, 10, 10, 1, 0, 3, 0, 0, 1, 
    3, 10, 10, 3, 10, 0, 10, 3, 10, 10, 0, 3, 3, 10, 10, 3, 10, 
    10, 10, 1, 10, 10, 3, 3, 0, 0, 10, 10, 10, 10, 10, 10, 10, 
    5, 1, NA, 10, 0, 10, 10, 10, 10, 3, 10, 0, 10, 1, 1, 10, 
    10, 10, 10, 10, 3, 10, 10, 1, 10, 10, 0, 10, 5, 10, 3, 3, 
    3, 10, 1, 0, 0, 10, 10, 10, 10, 10, 0, 10, 1, 10, 10, 10, 
    10, 1, 10, 10, 10, 10, 5, 10, 3, 10, 10, 0, 10, 10, 10, 0, 
    10, 10, 10, 10, 10, NA, 10, 10, 10, 5, 0, 5, 0, 5, 0, 10, 
    0, 10, 3, 1, 10, 0, 0, 10, 10, 10, 0, 0, 10, 10, 10, 10, 
    1, 0, 10, 0, 10, 3, 1, 10, 10, 10, 10, NA, 10, 10, 1, NA, 
    3, 10, 10, 3, 10, 10, 10, 10, 5, 10, 10, 1, 0, 3, 0, 0, 1, 
    3, 10, 10, 3, 10, 0, 10, 3, 10, 3, 0, 3, 3, 10, 10, 3, 10, 
    10, 10, 1, 10, 10, 3, 3, 0, 0, 10, 10, 10, 10, 10, 10, 10, 
    5, 1, NA, 10, 0, 10, 10, 10, 10, 3, 10, 0, 10, 1, 1, 10, 
    10, 10, 10, 10, 10, 10, 10, 1, 10, 10, 0, 10, 5, 10, 3, 3, 
    3, 10, 1, 0, 0, 10, 10, 10, 10, 10, 0, 10, 1, 10, 10, 10, 
    10, 1, 10, 10, 10, 10, 5, 10, 3, 10, 10, 0, 10, 10, 10, 0, 
    10, 10, 10, 10, 10, NA, 10, 10, 10, 5, 0, 5, 0, 5, 0, 10, 
    0, 10, 3, 1, 10, 0, 0, 10, 10, 10, 0, 0, 10, 10, 10, 10, 
    1, 0, 10, 0, 10, 3, 1, 10, 10, 10, 10, NA, 10, 10, 1, 10, 
    3, 10, 10, 3, 10, 10, 10, 10, 5, 10, 10, 1, 0, 3, 0, 0, 1, 
    3, 10, 10, 3, 10, 0, 10, 3, 10, 3, 0, 3, 3, 10, 10, 3, 10, 
    10, 10, 1, 10, 10, 3, 3, 0, 0, 10, 10, 10, 10, 10, 10, 10, 
    5, 1, NA, 10, 0, 10, 10, 10, 10, 3, 10, 0, 10, 1, NA, 10, 
    10, NA, 10, 10, 10, 10, 10, 1, 10, 10, 0, 10, 5, 10, 3, 3, 
    3, 10, 1, 0, 0, 10, 10, 10, 10, 10, 0, 10, 1, 10, 10, 10, 
    10, 1, 10, 10, 10, 10, 10, 10, 3, 10, 10, 0, 10, 10, 10, 
    0, 10, 10, 10, 10, 10, NA, 10, 10, 10, 5, 0, 5, 0, 5, 0, 
    10, 0, 10, 3, 1, 10, 0, 10, 10, 10, 10, 0, 0, 10, 10, 10, 
    10, 1, 0, 10, 0, 10, 3, 1, 10, 10, 10, 10, NA, 10, 10, 1, 
    NA, 3, 10, 10, 3, 10, 10, 10, 10, 5, 10, 10, 1, 0, 3, 0, 
    0, 1, 3, 10, 10, 3, 10, 0, 10, 3, 10, 3, 0, 3, 3, 10, 10, 
    3, 10, 10, 10, 1, 10, 10, 3, 3, NA, 0, 10, 10, 10, 10, 10, 
    10, 10, 5, 1, NA, 10, 0, 10, 10, 10, 10, 3, 10, 0, 10, 1, 
    NA, 10, 10, NA, 10, NA, 10, 10, 10, 1, 10, 10, 0, 10, 5, 
    10, 3, 3, 3, 10, 1, 0, 0, 10, 10, 10, 10, 10, 0, 10, 1, 10, 
    10, 10, 10, 1, 10, 10, 10, 10, 10, 10, 3, 10, 10, 0, 10, 
    NA, 10, 0, 10, 10, 10, 10, 10, NA, 10, 10, 10, 5, 0, 5, 0, 
    5, 0, 10, 0, 10, 3, 1, 10, 0, 10, 10, 10, 10, 0, 0, 10, 10, 
    10, 10, 1, 0, 10, 0, 10, 3, 1, 10, 10, 10, 10, NA, 10, 10, 
    1, NA, 3, 10, 10, 3, 10, 10, 10, 10, 5, 10, 10, 1, 0, 3, 
    1, 0, 0, 3, 10, 10, 1, 10, 0, 10, 3, 10, 3, 0, 10, 3, 10, 
    10, 3, 10, 10, 10, 1, 10, 10, 3, 3, NA, 0, 10, 10, 10, 10, 
    10, 10, 10, 5, 1, NA, 10, 0, 10, 10, 10, 10, 0, 10, 0, 10, 
    1, NA, 10, 10, NA, 10, NA, 10, 10, 10, 1, 10, 10, 0, 10, 
    5, 10, 3, 3, 3, 10, 1, 0, 0, 10, 10, 10, 10, 10, 0, 10, 1, 
    10, 10, 10, 10, 1, 10, 10, 10, 10, 10, 10, 3, 10, 10, 0, 
    10, NA, 10, 0, 10, 10, 10, 10, 10, NA, 10, 10, 10, 5, 0, 
    3, 0, 5, 0, 10, 0, 10, 3, 1, 10, 0, 10, 10, 10, 10, 0, 0, 
    0, 10, 10, 10, 1, 0, 10, 0, 10, 3, 1, 10, 10, 10, 10, NA, 
    10, 10, 1, NA, 3, 10, 10, 3, 10, 10, 10, 10, 5, 10, 10, 1, 
    0, 3, 1, 0, 0, 3, 10, 10, 1, 10, 0, 10, 3, 10, 3, 0, 10, 
    3, 10, 10, 3, 10, 10, 10, 1, 5, 10, 3, 3, NA, 0, 10, 10, 
    10, 10, 10, 10, 10, 5, 1, NA, 10, 0, 10, 10, 10, 10, 0, 10, 
    0, 10, 1, NA, 10, 10, NA, 10, NA, 10, 10, 10, 1, 10, 10, 
    0, 10, 5, 10, 3, 3, 3, 10, 1, 0, 0, 10, 10, 10, 10, 10, 0, 
    10, 1, 10, 10, 10, 10, 1, 10, 10, 10, 10, 10, 10, 3, 10, 
    10, 0, 3, NA, 10, 0, 10, 10, 10, 10, 10, NA, 10, 10, 10, 
    5, 0, 3, 0, 5, 0, 10, 0, 10, 3, 1, 10, 0, 10, 10, 10, 10, 
    0, 0, 0, 10, 10, 3, 1, 0, 10, 0, 10, 3, 1, 10, 10, 10, 10, 
    NA, 10, 10, 1, NA, 3, 10, 10, 3, NA, 10, 10, 10, NA, 10, 
    10, NA, 0, 3, 1, 0, 0, 3, 10, 10, 1, 10, 0, 10, 3, 10, 3, 
    0, 10, 3, 10, 10, 3, 10, 10, NA, 3, 5, 10, 3, 3, NA, 0, 10, 
    10, 10, 10, 10, 10, 10, 5, 1, NA, 10, 0, 10, 10, 10, 10, 
    0, 10, 0, 10, 1, NA, 10, NA, 10, NA, NA, 10, 10, 10, 1, 10, 
    10, 0, 10, 10, 10, 3, 3, 3, 10, 1, 0, 0, 10, 10, 10, 10, 
    10, 0, 10, 3, 10, 10, 10, 10, 1, 10, 10, 10, 10, NA, 10, 
    3, 10, NA, 0, 3, NA, 10, 0, 10, 10, 10, 10, 10, NA, NA, NA, 
    3, 5, 0, 3, NA, 5, 0, NA, 0, 10, 3, 1, 10, 0, 10, 10, 10, 
    10, 0, 0, NA, 10, 10, 3, 1, 0, 10, 0, 10, 3, 1, 10, 10, 10, 
    10, NA, 10, 10, 1, NA, 3, 10, 10, 3, NA, 10, 10, 10, NA, 
    10, 10, NA, 0, 3, 1, 0, 0, 3, 10, 10, 1, 10, 0, 10, 3, 10, 
    3, 0, 10, 3, 10, 10, 3, 10, 10, NA, 3, 3, 10, 3, 3, NA, 0, 
    10, 10, 10, 10, 10, 10, 10, 5, 1, NA, 10, 0, 10, 10, 10, 
    10, 0, 10, 0, 10, 1, NA, 10, NA, 10, NA, NA, 3, 10, 10, 1, 
    10, 10, 0, 10, 10, 10, 3, 3, 3, 10, 1, 0, 3, 10, 10, 10, 
    10, 10, 0, 10, 3, 10, 10, 10, 10, 1, 10, 10, 3, 10, NA, 10, 
    3, 10, NA, 0, 3, NA, 10, 0, 10, 10, 10, 10, 10, NA, NA, NA, 
    3, 5, 0, 0, NA, 5, 0, NA, 0, 10, 3, 1, 10, 1, 10, 10, 10, 
    10, 0, 0, NA, 10, 10), ef_regulation_labor = c(6.9162779160000003, 
    5.0295125760000001, 4.560324821, 5.1514052919999997, 6.2346298579999999, 
    7.6985891329999996, 5.56511786, 6.0767824529999999, 8.361606213, 
    6.619417747, 7.2236467680000001, 7.1394667040000002, 7.1887940380000002, 
    7.3275161960000004, 7.0189167760000002, 5.9375814179999997, 
    8.6642853419999994, 3.948479495, 7.399740811, 7.5096804180000003, 
    4.1498612829999999, 8.6867078810000002, 7.0356822040000004, 
    7.1583361429999997, 7.803309627, 6.5487418640000001, 7.3347119259999998, 
    8.1798674889999994, 4.8934585359999998, 3.2517253849999999, 
    5.363152564, 5.1706111249999998, 5.5395476080000003, 5.8371836679999998, 
    5.805843565, 5.6576734420000001, 6.1450508880000001, 5.9307785099999997, 
    6.3721557019999997, 6.2121782540000003, 8.1195011519999998, 
    7.3168280660000002, 6.0136693059999997, 4.9405727749999997, 
    4.8529913100000002, 4.4465623599999997, 6.2637523860000002, 
    7.2864821539999998, 9.2933031069999998, 5.2006849820000003, 
    5.6238024439999998, 7.2673492270000004, 7.9483780350000002, 
    7.821111578, 7.4392499470000004, 6.63616546, 4.9707840939999999, 
    3.9897273850000001, 5.1489304320000002, 3.4626467949999999, 
    7.172132189, 7.9393696790000003, 5.1290033209999999, 9.3729561609999994, 
    6.8718116, 7.6710922559999997, 6.3660908159999998, 4.6293657780000004, 
    4.8412669340000001, 6.469939546, 7.9248373110000001, 5.4169586819999997, 
    6.7736047209999999, 7.9596897579999997, 8.0992318890000004, 
    7.6746785009999998, 7.2128363760000003, 7.7219857449999996, 
    4.8219806009999999, 6.5768049919999996, 5.5825248829999996, 
    4.8524896990000004, 7.557666555, 7.5277640129999996, 6.5723919710000001, 
    6.2378778280000002, 6.2772882210000001, 6.5788041589999997, 
    6.3266132480000001, 7.2423332760000001, 4.5023667530000004, 
    6.8608135380000004, 8.0113952650000009, 5.0444078430000001, 
    8.0213970979999996, 5.9004746109999999, 6.3554237950000001, 
    5.5802680880000004, 5.2179661709999996, 6.6505688589999998, 
    7.4288557749999997, 4.233941755, 3.1325891549999998, 5.5916070490000003, 
    8.1889917969999999, 5.8202580089999998, 7.445073088, 8.8277657400000002, 
    6.0276005770000003, 4.2619263780000001, 8.9480001399999995, 
    5.1348201009999999, 6.2124450329999998, 4.9137707720000003, 
    5.0549586629999999, 7.9878818120000004, 4.1798693370000004, 
    6.931629568, 6.794622962, 7.1416704109999998, 5.8698572210000002, 
    6.4696612590000004, 7.3701543650000003, 5.513907262, 8.5192416649999991, 
    6.9103903200000003, 3.5678383619999998, 6.8941979900000003, 
    7.3582455160000002, 5.1549180479999999, 7.669194407, 6.979694845, 
    6.0820332329999998, 6.5150865150000001, 6.1686811429999997, 
    6.4259900779999999, 4.7126467950000004, 7.4713587730000004, 
    7.7708526170000001, 6.8662788069999996, 7.8452462890000003, 
    5.8468064020000003, 7.0751759979999997, 5.7469709959999999, 
    6.5129737820000004, 4.7173675739999998, 6.6905210989999997, 
    4.1683920509999997, 7.5810516059999999, 5.3161333319999997, 
    4.6939182070000003, 8.6126995879999999, 5.089809367, 6.9632960959999997, 
    8.3979360150000009, 9.1374639460000004, 6.2146963360000003, 
    2.1074458040000001, 5.2543152290000004, 6.5228101470000004, 
    5.5452479390000002, 6.1233641409999997, 6.8305764529999999, 
    4.9419348149999998, 4.560324821, 4.9658975209999996, 6.3236719299999997, 
    7.657235129, 5.5520886589999998, 6.3966946660000001, 8.361606213, 
    8.2170128120000001, 7.2617586709999999, 7.1394667040000002, 
    NA, 7.2390689850000003, 7.0189167760000002, 5.7324312209999997, 
    8.6893322019999992, 3.948479495, 7.1301422480000003, 7.5195223670000004, 
    4.1758774340000002, 8.6940837569999996, 7.0445412709999999, 
    7.1583361429999997, 7.8908034469999997, 6.5400702300000004, 
    7.3035907370000004, 8.141954878, 4.4192292149999997, 3.2517253849999999, 
    5.3611646720000001, 5.1611839740000001, 5.5996017330000001, 
    5.9803830830000004, 5.8157894739999998, 5.6576734420000001, 
    6.1940953959999998, 5.7418896210000003, 6.4458253000000001, 
    6.047535689, 8.3618234440000005, 7.3891692369999999, 6.2334474220000002, 
    5.0525995449999996, 5.0082502250000003, 4.7354004390000002, 
    6.2944567439999997, 7.2219861630000004, 9.0099697729999999, 
    5.1819150020000002, 5.7043948789999996, 7.4506825609999998, 
    8.0907392599999994, 6.4508259270000003, 7.1837237460000001, 
    6.6391286450000004, 4.8529914500000002, 4.0552902099999999, 
    4.7911768459999999, 3.4626467949999999, 7.8843342600000001, 
    8.1011454349999994, 5.1831674740000002, 9.331723598, 7.18135995, 
    7.7042758779999998, 6.4615949080000004, 4.5608025049999998, 
    4.9668693299999997, NA, 8.1324872569999993, 5.383097931, 
    6.7664437980000001, 7.8566119600000004, 8.1503859579999993, 
    7.9012460239999998, 7.5281683939999997, 7.7676185589999998, 
    4.7425978339999997, 6.6850314449999999, 5.9128613659999996, 
    4.9235058819999997, 7.6359743680000003, 7.1200804179999997, 
    6.636998438, 6.7483901829999997, 5.7550659990000002, 6.5688437850000003, 
    6.349719672, 7.2423332760000001, 4.491144748, 6.9935139800000004, 
    8.0466059469999998, 5.0373836059999997, 7.8972616349999996, 
    6.2603338300000004, 7.3840900899999999, 5.6362876960000001, 
    5.4274871009999996, 6.9284970189999999, 7.0307328150000004, 
    4.406210626, 3.1717159420000001, 5.5916070490000003, 8.1414566510000004, 
    5.7536330869999999, 7.3309169389999997, 8.8228252870000006, 
    6.4612410000000002, 4.2619263780000001, 8.9240352079999994, 
    5.2326416350000002, 5.9857783189999996, 4.9265600249999997, 
    5.0807357079999997, 7.8045484790000001, 4.2473238960000002, 
    6.9043873949999996, 6.7846299879999998, 7.7279698789999998, 
    5.8747494759999999, 6.5096212400000004, 7.2727943579999996, 
    5.6932747109999999, 8.5921088920000006, 7.3291224179999999, 
    3.5922507669999999, 6.875706052, 7.1735641640000001, 5.2474605350000001, 
    7.2052158449999997, 7.0430507139999996, 6.0120976749999997, 
    6.1698314849999996, 6.2510127620000002, 6.3942501910000002, 
    NA, 7.2880254390000001, 7.7140388670000002, 6.7498592999999998, 
    7.8779452479999996, 5.6634730680000001, 5.9119242290000003, 
    5.4759938740000003, 6.6275497479999999, 4.7007064019999998, 
    6.6905210989999997, 4.1683920509999997, 7.6216416520000001, 
    5.3767364180000001, 4.50502936, 8.5822174839999992, 5.3813674010000003, 
    6.9671515140000002, 8.3960849470000003, 9.1361894190000008, 
    5.6312888970000001, 2.0990093359999999, 5.3077521409999999, 
    6.581544826, 5.6531563169999997, 6.0483860099999998, 7.2030888700000002, 
    4.816099758, 2.450554897, 5.2669633349999998, 6.2973518339999996, 
    8.0097261720000006, 5.6486554489999996, 6.5742911509999997, 
    8.361606213, 8.0918998720000008, 7.2747614489999997, 7.2494835860000002, 
    NA, 7.1509333870000003, 6.6136261059999999, 5.9661055599999999, 
    8.3664884839999996, 4.0600584179999997, 7.8260152339999998, 
    7.3664920340000002, 4.4867286350000004, 8.6861241400000004, 
    7.305058667, 7.1588158059999998, 7.8888172799999996, 6.6900500999999997, 
    7.4277193439999998, 8.1403850769999995, 4.3114786140000003, 
    3.5281643740000002, 5.8187586040000001, 5.142672395, 5.526078107, 
    6.0260032030000001, 5.4416666669999998, 5.6576734420000001, 
    6.423652862, 5.8645907529999999, 6.7711451350000003, 6.0508320360000001, 
    8.0071401929999997, 7.4680128730000002, 6.4671058099999996, 
    3.649090427, 5.0690529939999998, 5.1891718439999996, 5.9738485319999999, 
    7.5785589599999996, 9.0099697729999999, 5.5162184620000003, 
    5.6817588260000003, 7.4334137680000003, 8.3720555880000003, 
    6.6915669800000002, 5.9058166529999996, 6.1529087980000003, 
    4.4993609279999998, 4.2469159909999998, 4.7921361720000002, 
    3.464085785, 7.8843342600000001, 8.1011454349999994, 5.1841268009999997, 
    9.382802989, 6.567060798, 7.8492066390000002, 5.983469565, 
    4.641069678, 4.7925185389999996, NA, 7.2564091020000001, 
    5.3224848649999998, 6.6167212659999999, 7.9120736469999997, 
    8.0328600780000006, 7.7772515630000001, 7.7203963360000003, 
    7.8106191020000004, 4.8438799550000002, 6.8418204530000004, 
    6.1215711400000004, 4.9127203479999997, 7.6833639209999998, 
    7.5904900279999996, 6.843943436, 7.7148790930000004, 6.2547766510000002, 
    7.8697898520000003, 5.9940036430000001, 7.5133079990000002, 
    4.7413172890000004, 6.9387943090000004, 7.7720157580000002, 
    5.1641578849999998, 7.7096096090000001, 6.63193287, 7.1634731739999999, 
    5.406419466, 5.5407093200000004, 7.0568195439999997, 7.2312255890000001, 
    4.3286458149999998, 3.0831558000000001, 6.148118363, 7.8628826780000001, 
    5.9347277849999998, 7.3568758030000003, 8.4771881360000005, 
    6.5304604160000004, 4.2604873889999997, 8.4441438620000007, 
    4.4608743129999997, 7.3341269000000002, 5.2229288699999996, 
    5.099999027, 7.4891786199999997, 4.1107758499999996, 7.0760011489999997, 
    6.6474207099999996, 7.7266692729999997, 6.1118621529999997, 
    6.522087204, 7.247976059, 5.6198772149999998, 8.3925999149999999, 
    7.1412268340000002, 3.6953954429999998, 6.9829323829999996, 
    6.9898196910000001, 5.6311520240000004, 7.7998566629999999, 
    7.4065289380000001, 6.249624474, 6.3658188850000004, 5.5193286620000004, 
    6.4880248869999999, NA, 7.695558729, 7.7140388670000002, 
    6.6950413080000004, 7.7432078129999997, 5.6634730680000001, 
    5.8741926260000001, 5.4124731669999999, 6.3388272790000002, 
    4.8168212940000004, 6.873854433, 4.1698310410000001, 7.702085179, 
    6.3716828080000001, 4.9314792760000001, 8.9549416629999996, 
    5.6888085100000003, 6.8262807130000001, 8.0793425540000001, 
    9.1986482879999993, 5.5771169140000003, 2.5240552539999999, 
    5.4806062239999997, 5.8185569810000004, 6.1409379529999999, 
    5.0859032370000001, 6.6470751979999996, 4.6294844240000002, 
    2.634847556, 4.9261671700000003, 6.3792528940000004, 7.0242545969999997, 
    6.0861826490000004, 6.3464765500000002, 8.361606213, 8.3177465739999992, 
    7.2293003410000001, 7.2494835860000002, NA, 7.0447775200000002, 
    6.9810721420000004, 5.5039020770000002, 8.6387404029999999, 
    4.4815484860000003, 6.8702670100000001, 7.614932821, 4.3609847960000003, 
    8.1505864639999999, 7.3926972959999997, 7.3416694759999999, 
    7.741478592, 6.7502273319999997, 7.2898234759999996, 8.3514516289999996, 
    4.3105192880000001, 3.7066549000000002, 5.9445823689999999, 
    5.2889915030000001, 5.6330539420000001, 6.0928837849999997, 
    5.6746731559999999, 6.1576734420000001, 6.1433611179999996, 
    5.4647819750000002, 6.6143893739999999, 6.1319742450000003, 
    8.1263314560000008, 7.3395709260000004, 6.4005856100000003, 
    4.6999115610000004, 5.0345448450000001, 4.4613178099999997, 
    6.3078189550000001, 7.5146268420000002, 7.7518346810000001, 
    5.223909731, 5.333542435, 7.4343730939999997, 8.1897525939999998, 
    6.4551341659999997, 6.4872367549999996, 5.9164459650000003, 
    4.6280895879999999, 4.7011931279999999, 5.3467324009999997, 
    2.308431197, 7.7866004459999996, 8.1011454349999994, 5.2458726369999997, 
    9.3024834720000005, 6.8495303019999998, 7.6690925280000002, 
    6.8353045750000003, 4.5428298600000003, 4.602670324, NA, 
    7.8559629879999999, 5.3868073350000003, 6.5544149630000001, 
    7.9881578390000003, 8.3275511459999993, 8.4295607849999996, 
    7.6344552800000001, 7.810027217, 4.5119611710000003, 7.0285693599999997, 
    6.1351604450000004, NA, 6.9179406160000001, 7.9238233610000002, 
    6.427190521, NA, 6.8980757270000002, 7.3564319390000001, 
    5.8932807760000001, 7.5596554840000003, 4.9371919330000003, 
    7.14998997, 8.0434617199999998, 5.2807363230000002, 7.4844620879999999, 
    5.8746763980000001, 7.6019546809999996, 5.8139235669999998, 
    5.5407093200000004, 6.973679315, 7.3389370080000003, 4.543377864, 
    3.0318925559999998, 6.482411023, 7.9565652919999996, 5.8802351589999997, 
    7.0542939540000003, 8.6561352589999991, 6.4084740419999999, 
    4.0038331129999998, 8.2155628640000007, 4.4010450309999998, 
    7.4953292129999998, 5.4925382300000001, 5.4715350159999998, 
    7.0222730059999998, 4.3954567630000003, 6.9052270030000003, 
    6.7836672140000003, 7.7000440159999997, 6.4584648099999997, 
    8.0530157300000003, 7.4707399140000001, 5.9088479530000004, 
    8.3925999149999999, 7.5798676519999999, 4.0132925930000001, 
    6.8115496120000003, 6.9902308309999999, 5.8533742469999996, 
    7.602554005, 6.9334001680000004, 5.9438956349999996, 6.0713465150000001, 
    5.4100582370000003, 6.4367551150000004, NA, 7.8246775230000001, 
    7.7140388670000002, 6.8523408740000002, 7.7912312679999998, 
    3.6833333330000002, 5.4956131360000002, 4.873742139, 6.4102066259999999, 
    4.6826225319999999, 6.8569233360000004, 4.8931551549999996, 
    7.6336044630000002, 6.0593390459999998, 4.8593083479999999, 
    8.8562961490000003, 5.3717594230000003, 8.5537057930000007, 
    8.2110764310000004, 9.0260689139999997, 5.6112369199999996, 
    2.2897676310000001, 5.3404546479999997, 7.0366989029999996, 
    6.2341451399999999, 4.55448041, 6.8339929990000003, 4.7941332550000002, 
    2.772487607, 5.342002495, 6.5586548149999997, 6.7445230120000002, 
    6.1959866180000001, 6.5028613279999998, 8.861606213, 8.3271334209999992, 
    6.5097619800000004, 7.6998934490000002, NA, 7.4122235559999998, 
    7.7325306759999997, 5.7359628970000003, NA, 4.5031701560000004, 
    7.0107082690000002, 7.4954918619999997, 4.5439129319999996, 
    8.8598786310000008, 7.6766480960000001, 7.2423533320000004, 
    7.4406292379999996, 6.6539432529999996, 7.7659250139999996, 
    8.4658977719999999, 4.6250469509999999, 3.443392051, 5.9065012360000004, 
    5.2969059500000002, 5.578606025, 6.0168349250000004, 5.6666666670000003, 
    6.478420506, 6.3239118489999999, 6.0310511880000002, 6.0431162479999996, 
    6.2210763059999996, 8.0846492600000008, 7.3527217970000001, 
    6.4108539530000002, 4.5346886150000003, 4.9385096390000003, 
    4.7224644439999999, 6.2324146120000004, 7.3629313989999998, 
    9.0099697729999999, 5.384948316, 5.8676252460000002, 7.3919947529999996, 
    8.1928743439999998, 6.9559740430000003, 6.4443411169999996, 
    6.562374481, 4.5287075049999999, 4.7988564470000004, NA, 
    3.4626467949999999, 8.2713429590000001, 8.1529157629999993, 
    5.0111878330000001, 9.3259373009999997, 6.7813315330000004, 
    7.6515835790000004, 8.114923417, 4.7752980559999996, 4.6117557859999998, 
    NA, 7.971540504, 5.1716649730000004, 6.8763957119999999, 
    8.0194818340000005, 8.355655037, 8.4706050000000008, 7.6439445179999996, 
    8.0876169299999994, 4.709948754, 7.0100480550000004, 6.147953631, 
    NA, 6.8903966050000003, 7.9484869959999997, 6.5487741829999999, 
    NA, NA, 7.3749686490000004, 5.7992101739999997, 7.6340424709999999, 
    4.9215688829999999, 7.0302537410000001, 7.9146724810000002, 
    5.673295124, 7.3566870140000002, 6.2574982439999998, 7.776995104, 
    5.4904760000000001, 5.5253610770000003, 7.0310422990000001, 
    7.1564159790000001, 4.5089650819999996, 3.0830832199999998, 
    4.882412543, 7.6454263549999997, 5.8180180540000004, 6.7998225059999999, 
    8.6919832110000002, 6.254332453, 4.2655727539999999, 7.8773721520000004, 
    4.3766783050000004, 8.1527916670000007, 5.7705638219999997, 
    5.1779422070000001, 8.693392051, 4.6868096570000004, 6.939318632, 
    6.1115990289999997, 7.670318398, 5.7863131579999996, 8.0737846310000005, 
    7.4312988200000003, 6.1083138970000004, 8.3643252070000003, 
    8.0011553529999997, 4.3730730199999996, 6.8893946699999997, 
    NA, 5.8523898750000001, 7.659364611, 7.1515874310000003, 
    5.6574568269999999, 5.8498116619999996, 5.3343233200000002, 
    6.3628670810000001, NA, 7.7586268929999997, 7.8665996549999999, 
    6.8000412849999998, 8.4286785749999993, 5.4325963540000002, 
    5.4059916499999998, 4.788219282, 6.4779670530000004, 4.9064632619999999, 
    7.356307331, 4.1683920509999997, 7.6659208809999999, 6.3797064219999999, 
    4.9548538459999998, 8.9138421060000006, 5.8421596359999999, 
    8.4176400000000005, 8.2708682360000001, 9.0087353750000005, 
    5.7558448359999996, 3.345630865, 5.5249175529999999, 7.0474174879999998, 
    6.3923334140000003, 4.6087958970000003, 7.0328714520000002, 
    4.8692573350000004, 3.071692546, 5.3356189589999996, 6.6612389360000002, 
    7.2719422710000003, 6.2865476620000003, 6.648219696, 8.861606213, 
    8.8995244309999997, 6.5792129900000003, 7.6883738920000004, 
    NA, 7.4034814889999998, 7.2398405109999997, 5.8780576069999997, 
    NA, 4.4569959590000003, 7.1359943939999999, 7.2692670279999998, 
    4.594190663, 8.9846390839999994, 7.7041674369999997, 7.8227012890000003, 
    7.6887828750000002, 6.5482594279999997, 7.8986612530000002, 
    8.5403541720000007, 4.665953172, 3.443392051, 6.2309490829999996, 
    6.2714651970000004, 5.5895629849999997, 5.7909026819999996, 
    5.6666666670000003, 6.478420506, 6.273501606, 5.7224488139999998, 
    6.3594393309999999, 6.099915427, 7.565274015, 7.3638400700000002, 
    6.4043722750000001, 4.3122067729999998, 4.9136522439999997, 
    6.2738645450000003, 6.1708519749999997, 7.4513824340000001, 
    9.0099697729999999, 5.565615341, 5.8865994239999999, 7.4486670730000002, 
    8.1132592080000006, 7.0323170089999998, 6.3362101649999998, 
    6.6387544610000004, 4.2928209710000003, 4.7291289599999997, 
    NA, 3.4626467949999999, 8.2407653070000002, 8.2769838460000003, 
    4.9914019219999997, 9.2926166220000006, 6.8404764360000003, 
    7.6262668619999996, 8.0223013410000004, 4.6965635319999999, 
    4.6507077250000002, NA, 8.1151419530000002, 5.186133807, 
    6.9793890909999998, 7.871160809, 8.3254358130000004, 8.4417971850000004, 
    7.1266944240000001, 7.5592957920000003, 4.6721532149999998, 
    7.0823208190000004, 6.394085928, NA, 6.7378496520000004, 
    7.9740307289999999, 6.4788037999999997, NA, NA, 7.4189500659999998, 
    5.6837039840000001, 7.6530378990000001, 4.8600701170000002, 
    7.1078835859999998, 7.9599165330000003, 5.5002626100000001, 
    7.1613637069999996, 6.5669841330000001, 7.6780449239999999, 
    5.479487615, 5.5489058519999999, 7.1626529789999998, 7.1329719819999999, 
    4.5214048780000002, 3.0504824749999999, NA, 7.6089072250000003, 
    5.8323579749999999, 6.7687550429999996, 8.6551180050000003, 
    6.3051230890000003, 3.848906087, 7.8304046310000004, 4.3466238529999996, 
    8.0495894079999992, 5.8814755070000002, 5.1905620920000004, 
    8.693392051, 4.6260758229999999, 7.0226203849999997, 6.0841934609999999, 
    7.6726593830000001, 4.9365984709999999, 7.9081488809999998, 
    6.9931098599999997, 5.9538936570000001, 8.3151963030000005, 
    8.0905987479999997, 4.3842761609999998, 6.8849994150000002, 
    NA, 5.8513386110000001, 7.6958292269999999, 7.6084312760000001, 
    5.5957055359999996, 5.951421539, 5.4439158980000002, 6.3688172219999997, 
    NA, 7.7693033610000004, 7.8173020329999998, 6.6622553250000003, 
    8.4130475489999998, 4.8418008329999997, 4.969640751, 5.2366753880000001, 
    6.3949020169999997, 4.9643300210000003, 7.3259755870000003, 
    4.1683920509999997, 7.5029355899999999, 7.4834216790000001, 
    4.978218311, 8.9464529519999996, 6.0882626789999996, 8.5124460929999994, 
    8.2685089529999996, 9.0100422089999999, 5.6993284129999999, 
    3.5081709550000002, 5.6387056270000002, 5.4042863790000002, 
    6.3620539049999998, 4.2905277870000003, 7.1385787079999998, 
    4.9943756920000002, 4.0070358150000001, 5.3589530679999999, 
    6.5542307170000003, 7.7354689849999998, 6.3281076509999998, 
    6.6910651860000003, 8.861606213, 8.869320815, 6.6829047060000004, 
    6.9298554430000001, NA, 7.3831939950000001, 8.1979590150000003, 
    5.9499664919999997, NA, 4.5445866930000003, 7.2891218799999997, 
    7.3518048890000003, 4.5005482739999998, 9.0094109089999996, 
    7.6836506590000004, 7.7646640109999998, 7.7938128879999997, 
    6.4663201240000001, 7.5616136760000003, 8.5133123390000005, 
    4.6339532769999998, 3.443392051, 5.9908874729999999, 6.2395547159999998, 
    5.6602998449999999, 5.9245329499999997, 5.6666666670000003, 
    6.478420506, 6.2125936519999998, 5.7769476060000002, 6.3853629219999997, 
    6.1724979299999996, 7.4969117069999998, 7.4645527710000001, 
    6.3958200209999996, 4.314626863, 5.0053946490000003, 6.471782138, 
    5.9065425549999997, 7.5798056689999997, 9.0099697729999999, 
    5.6288547790000001, 5.9364807620000004, 8.7091960260000008, 
    8.0977408660000005, 7.408226215, 5.3972502200000001, 6.5178240719999998, 
    4.5171073269999997, 4.6792429459999996, NA, 3.4626467949999999, 
    8.1302755120000008, 8.2039705559999998, 5.0697721009999999, 
    9.2906821110000006, 7.2758906339999996, 7.7184177439999999, 
    8.0501468739999993, 4.6638120970000001, 4.6317263420000003, 
    NA, 7.941787411, 5.283282389, 6.47712544, 7.8053652040000001, 
    8.3038385740000002, 8.4070995130000004, 7.0804131200000002, 
    7.567311546, 4.6760202460000002, 7.1632199090000004, 6.4558798089999998, 
    NA, 6.7113820579999999, 8.1062793109999998, 6.555475854, 
    NA, NA, 7.4237565449999998, 5.7026091970000001, 7.805974602, 
    4.9968762519999999, 7.2342543480000003, 7.9390888579999999, 
    5.2269077719999997, 6.7640963210000002, 6.3845161250000002, 
    7.6320253920000001, 5.3951849940000001, 5.502421837, 7.1771762959999998, 
    7.6622236690000003, 4.5194747089999998, 2.7566728829999998, 
    NA, 7.7104225470000003, 5.9013630780000002, 6.720837017, 
    8.5082880579999998, 6.4427170870000001, 3.848906087, 8.0185628209999997, 
    4.3350716250000003, 8.7498533599999995, 5.7746099700000002, 
    5.0999731239999999, 8.693392051, 4.6519569089999999, 7.1286363210000001, 
    6.1092456459999998, 7.4238337259999998, 4.764243724, 7.7543914909999998, 
    6.8735971820000001, 5.9373782830000001, 8.4423719899999998, 
    8.2000256199999999, 4.6016536090000004, 5.6770639190000001, 
    NA, 5.6666666670000003, 7.7218775319999997, 7.153060601, 
    5.5522419660000004, 6.0929254039999998, 4.6997135739999996, 
    6.4428863099999996, NA, 7.8526463680000003, 7.7295977560000004, 
    6.4315184729999997, 8.1908923199999997, 5.5828227589999999, 
    5.0232490600000004, 5.2357497970000004, 5.7073301289999998, 
    4.9589879760000004, 7.7089968830000002, 4.3086935420000003, 
    7.5043804290000002, 6.5483485000000003, 4.8565284000000002, 
    8.8794199430000003, 6.0250744249999997, 8.4954804300000006, 
    8.2533076340000004, 9.0557546979999994, 5.7831635539999997, 
    3.607189108, 5.4958779470000003, 5.5029181410000003, 6.3394301899999999, 
    5.0534816200000003, 5.9437130500000004, 5.3194071980000004, 
    3.8747572770000001, 5.3242808479999999, 6.2345377989999999, 
    8.3890960240000005, 6.2119373680000001, 6.8006869600000002, 
    9.4437625599999997, 8.7378322910000001, 6.5406665129999997, 
    7.6195926790000001, NA, 7.3874728230000004, 9.2614687999999994, 
    5.843340006, NA, 4.5973738119999998, 7.4576807860000001, 
    7.2057128529999996, 4.4311716829999996, NA, 7.7916076309999998, 
    7.2229247049999996, 8.2072805720000002, NA, 7.565548766, 
    8.4929726789999993, NA, 3.7899396259999998, 6.0261689379999996, 
    5.7875050369999999, 5.5125439380000003, 5.9160666409999996, 
    5.6666666670000003, 6.3653541889999996, 6.6599332359999996, 
    5.6715399900000003, 6.4037313390000001, 6.3030722270000004, 
    7.6037943459999999, 7.4739134610000004, 6.250316872, 4.0924216380000003, 
    4.969494611, 6.486862092, 5.9418634140000002, 7.5997721629999999, 
    8.9781354659999995, 5.5480482699999998, 5.9194841729999998, 
    8.6816062929999998, NA, 7.8734029650000004, 5.2846778529999998, 
    6.2294433610000004, 4.4979313860000003, 4.5479999319999997, 
    NA, 3.824698132, 7.8198692899999998, 9.7249999999999996, 
    5.0003751909999998, 9.4559320539999998, 7.3136707879999996, 
    7.8362634829999998, 7.928377534, 4.8088622609999998, 4.5510968099999998, 
    NA, 7.7675058640000003, 5.3241267289999996, 6.7560227040000003, 
    7.7360180610000002, 8.3523846689999992, 8.4364191240000004, 
    7.1705964719999997, 7.8249439189999999, 4.4412163849999997, 
    7.303574405, 6.4351105220000004, NA, 7.1560133459999999, 
    NA, 7.1189052520000002, NA, NA, 7.1074104739999999, 5.5206040060000001, 
    7.859267998, 5.2495010449999997, 6.9904811179999999, 7.7540295720000003, 
    5.5436317810000002, 7.6874102290000002, 7.0594577249999997, 
    7.4620322850000003, 5.4659296849999999, 5.3754826859999998, 
    7.2368631209999998, 8.2885752779999997, 4.1185651569999999, 
    3.0621266810000001, NA, 7.6590747029999999, 5.8533241719999998, 
    6.7389892619999996, 8.5117447500000001, 6.7683521750000004, 
    3.2969776799999999, 8.3527515159999997, 5.0674374929999999, 
    8.8476291150000002, 5.5852656969999996, 5.3204850610000003, 
    8.6382125859999999, 4.3405756450000004, 7.3111186659999996, 
    6.017235103, 7.4538615659999996, 5.1648424650000004, NA, 
    7.0481386969999997, 6.1045995130000001, 8.4697430219999994, 
    NA, 4.5942086839999998, 5.7142033379999999, NA, 5.391666667, 
    7.777901623, 7.4361401090000001, 5.9726200159999996, 6.1082148470000002, 
    5.049016495, 6.4894096179999998, NA, NA, NA, 5.3672936150000004, 
    8.4518776399999993, 6.077984571, 5.1665323350000003, NA, 
    5.8022566390000003, 5.6966849359999996, NA, 4.1885364059999999, 
    7.5130645600000001, 6.6401908860000001, 4.7780331939999998, 
    9.2383687729999995, 6.0702334980000003, 7.1929378679999996, 
    8.1925344029999998, 9.100567882, 6.58691812, 4.5163558960000003, 
    5.7110282330000004, NA, 6.4726031739999996, 5.1667005489999998, 
    5.7926070870000004, 4.9331249420000001, 2.9807595189999998, 
    5.184168455, 6.1189666679999997, 8.4766128599999995, 5.9177533689999997, 
    6.8862833559999999, 9.3974094400000006, 8.6412068239999993, 
    6.3735096000000002, 6.9664177040000004, NA, 6.9037167469999998, 
    8.8937625600000008, 5.4823298669999998, NA, 3.6200584180000002, 
    7.5392397889999998, 7.0119709779999999, 3.9148364679999998, 
    NA, 7.745307972, 7.1733315390000003, 7.3112275469999997, 
    NA, 7.4101698850000002, 8.3288872190000003, NA, 4.4651156800000003, 
    5.9383340330000003, 5.75760557, 4.8161984990000004, 5.4777856299999996, 
    4.5565266400000004, 6.2851735189999998, 6.3590566150000001, 
    5.1077293170000004, 6.3052058139999998, 5.2508543640000003, 
    7.6746879540000004, 7.4680128730000002, 6.3159651869999998, 
    3.7367329800000002, 4.9622511019999997, 6.4505910740000001, 
    5.5623707969999998, 7.124874041, 9.2151156800000003, 5.0644914219999997, 
    5.6154875210000004, 7.078407919, NA, 7.6424048180000002, 
    3.9364386200000001, 6.1529087980000003, 4.432366139, 4.6703962490000004, 
    NA, 3.1336392790000001, 7.3385708420000002, 8.8309984799999999, 
    4.9624430320000004, 9.3117539889999996, 7.0781894830000001, 
    7.6538986739999997, 7.2896544480000003, 5.1077363440000001, 
    4.783639279, NA, 7.5826660329999998, 4.8292719230000003, 
    6.3023153809999997, 7.5297050250000002, 8.1877225849999995, 
    8.3821140700000001, 6.8717567519999996, 7.6670800090000002, 
    4.0228892350000001, 7.5719826010000002, 6.1830407669999996, 
    NA, 7.1281668820000004, NA, 6.9285824219999999, NA, NA, 5.5918912690000004, 
    5.2853782049999998, 7.9523849330000003, 4.6084086299999996, 
    6.7381795479999997, 7.57155486, 5.4687485029999996, 7.0081081059999999, 
    6.9898746100000002, 7.7021089409999997, 5.4719147279999998, 
    4.948730866, 6.8581799600000002, 7.9116226650000003, 3.6509957599999998, 
    3.1942669110000002, NA, 7.446522313, 5.7732317440000003, 
    6.6997636780000001, 8.4771881360000005, 7.0039479309999999, 
    2.8638203990000002, 8.3306491190000003, 4.9266774599999996, 
    8.1223227399999995, 5.5836550520000001, 5.3931106700000004, 
    8.8211141590000004, 3.5935537819999999, 7.3721345940000003, 
    5.926429991, 6.5166097269999996, 5.1774679529999998, NA, 
    6.6910344049999999, 6.0742604, 9.1224094400000002, NA, 4.1578219010000002, 
    5.7221965109999999, NA, 5.6749999999999998, 7.7380525029999996, 
    7.651161428, 5.4332022010000003, 6.0883474099999999, 5.1382836090000001, 
    6.8213582199999996, NA, NA, NA, 5.1322031570000002, 7.8756776259999999, 
    5.3718343119999998, 4.3587574619999998, NA, 5.2040620439999996, 
    5.6103436679999996, NA, 3.5906438390000002, 7.4784556579999997, 
    6.1720413240000003, 4.3820177300000003, 9.0874114769999998, 
    6.3005869890000001, 7.5283933520000001, 7.9840479130000004, 
    9.1986482879999993, 6.1849531009999996, 3.1373885879999999, 
    5.3547529970000003, NA, 6.2964935090000003, 5.3081254590000002
    ), ef_regulation_business_adm = c(6.0721715280000002, 3.7223414579999998, 
    2.7584278169999998, 2.4042113619999999, 4.5524640879999998, 
    3.8108706469999998, 4.1506485150000003, 6.0715945570000001, 
    NA, 6.0848633449999996, 3.8274792830000002, 4.1778192599999997, 
    NA, 3.4170214329999999, 3.039406998, 3.7170012799999999, 
    4.7737208999999998, 2.542555873, 2.4868444599999999, 4.3048759299999997, 
    1.1215657000000001, 3.9815274870000001, 3.9090351270000001, 
    4.3301878560000002, 3.4316408630000002, 4.0531567730000004, 
    3.9709496500000001, 4.6915439770000003, 4.54845349, NA, 3.451565902, 
    4.0398812299999998, 5.6302968670000002, 2.6268792150000002, 
    3.4098637100000002, NA, 2.5813233850000001, 5.0741710720000004, 
    1.4662772420000001, 4.7709135219999999, 2.723618348, 4.1598637900000002, 
    2.8053987029999998, 2.0938841500000001, 3.6904760200000002, 
    2.68699646, 5.1292022069999996, 4.6313341469999996, NA, 6.1980072650000002, 
    2.8910668679999998, 3.9489247540000001, 6.1727142329999998, 
    6.1884705230000003, 6.2897070250000002, 4.4371922819999998, 
    2.178889115, 3.3815026279999998, 4.1794872280000002, NA, 
    3.9904781589999998, 2.8888889149999999, 2.5435388080000001, 
    7.1317831680000001, 3.2060352970000001, 5.3440531099999999, 
    5.5413937569999998, 5.1000348730000002, 3.7799227229999999, 
    NA, 5.116890272, 4.6118545529999997, 1.687153975, 3.553886017, 
    4.2555264629999998, 4.1837501530000001, 4.3447148799999997, 
    4.9551761150000004, 3.5234089700000002, 3.6036821200000002, 
    3.8562273980000001, 4.7998066750000001, 3.1825943780000001, 
    3.097643852, 4.4778267549999997, 4.552878142, 3.2052590049999998, 
    3.4324860570000002, 5.6904196730000001, 4.4636785640000003, 
    3.5666469730000001, 4.2741890749999998, 6.3872718820000003, 
    4.0991501020000003, 4.440620343, 3.4097468850000001, 4.3786013129999999, 
    2.7185229469999999, 3.0667765930000002, 3.6866768200000002, 
    4.3755638599999997, 4.664134185, 3.6033634349999999, 3.2354331319999998, 
    4.8839191599999996, 3.8053468869999998, 5.545299848, 5.4948838550000003, 
    3.2246375079999998, NA, 2.9174065580000001, 5.0914740570000001, 
    4.5158569020000003, 4.1511603199999998, 4.4234081119999997, 
    3.775929428, 3.8888887570000001, 2.1106135849999998, 3.034762143, 
    2.9857925569999999, 3.2853015270000001, 6.140569052, 2.6033580299999999, 
    3.8178523379999998, 7.1426725380000002, 5.1813292500000001, 
    4.3500244620000004, 2.6392229399999998, 5.0354607900000001, 
    3.7219043570000001, 7.6874796549999997, 2.2867810730000002, 
    2.7808145679999998, 3.6381312220000002, 2.9604168729999998, 
    3.8706250980000001, NA, 2.91348363, 4.7278912870000003, 5.22415479, 
    6.3343469299999997, 4.1050067349999999, 5.028681755, 5.7988444970000002, 
    4.2420379319999997, 4.2603699370000001, 5.2993272820000001, 
    NA, 3.8905600699999998, 3.3607757079999998, 4.0789365770000003, 
    4.3076630429999998, 3.8093360270000001, 7.2518467900000001, 
    4.9356420830000003, 6.1302781099999999, 3.113842408, 1.083984772, 
    3.8611698149999998, 3.5330128670000001, 4.5451196029999998, 
    1.8189644819999999, 6.0807092129999996, 3.7480032300000001, 
    2.7584278169999998, 2.0509971230000001, 4.573262229, 3.9782949730000001, 
    4.4525776769999998, 5.5169174410000004, NA, 6.0848637380000001, 
    3.6009680670000002, 4.1778192599999997, NA, 3.7278210330000001, 
    3.039406998, 3.9053614539999999, 4.4706687030000003, 2.542555873, 
    2.6325462160000002, 4.1444494770000002, 1.1391163070000001, 
    3.8528140390000001, 4.1562955840000004, 4.3301878560000002, 
    3.3709821579999999, 4.1652482549999998, 3.9666931569999999, 
    4.6133829820000001, 4.3681316969999999, NA, 3.5943792349999999, 
    4.1286285469999999, 5.2474056080000002, 2.6925246789999999, 
    4.365942081, NA, 2.6098647279999998, 5.0741710720000004, 
    1.7066776779999999, 4.9453873249999996, 3.0081312869999999, 
    3.839131735, 3.0283828129999999, 2.033027439, 4.1832454889999999, 
    2.8095750869999998, 5.1426699889999998, 4.3376895150000001, 
    NA, 5.8484403240000002, 2.9253468969999998, 3.9489247540000001, 
    5.5878389620000002, 6.3441952749999997, 5.4584136059999997, 
    4.1853741209999997, 2.327535336, 4.0529485489999999, 4.1725040059999996, 
    NA, 3.9904781589999998, 3.4812423560000001, 3.7207817529999998, 
    7.0518644540000004, 2.7367352720000002, 5.5269074509999996, 
    5.1473057669999998, 4.8036206769999996, 3.5259286099999998, 
    NA, 6.0863142909999999, 4.4794845580000002, 1.5994126470000001, 
    3.572328443, 4.3444944589999999, 4.5627189330000002, 4.7206079110000001, 
    4.811500841, 3.3172713319999998, 3.1532468800000002, 4.1880041050000001, 
    4.8436443689999997, 3.8356514659999998, 3.3964155040000001, 
    5.3843555319999998, 4.8575019900000003, 3.2052590049999998, 
    3.6310627270000002, 5.8889668329999996, 4.4636785640000003, 
    3.5976429730000001, 3.9944007300000002, 6.5153703690000002, 
    4.0327014979999998, 4.1015924339999996, 3.6403026199999999, 
    4.6691086229999996, 2.8496595550000001, 3.0079558479999999, 
    3.8869236699999998, 4.2574839080000002, 4.2625789760000004, 
    3.6569522220000001, 3.2354331319999998, 4.9630978370000003, 
    3.5011834959999999, 4.9634980610000001, 5.0766726569999996, 
    2.962449683, NA, 3.281904962, 5.2914723380000002, 4.5158567029999999, 
    4.0040322049999997, 4.5915239110000003, 3.775929428, 4.0886354909999998, 
    2.0216197349999998, 2.866549639, 2.8357727320000001, 3.0550806399999999, 
    6.7545188620000003, 2.7963612590000002, 3.3476477880000002, 
    7.4483850030000003, 5.0635883479999997, 4.4253018429999997, 
    2.399848719, 5.3267810940000002, 3.9173566700000002, 7.6488267539999999, 
    2.2125691889999999, 2.9008194879999998, 3.3056933609999999, 
    2.9961462820000002, 4.2978703180000002, NA, 2.91348363, 4.1050067349999999, 
    5.1580760000000003, 6.3696879989999999, 4.1050067349999999, 
    4.9874885569999998, 5.7988444899999996, 4.2032719829999996, 
    4.1859449529999999, 5.2993272820000001, NA, 3.7429038289999998, 
    3.3204841649999999, 4.0789367079999996, 4.5726716060000001, 
    4.0107815020000004, 7.2140121989999999, 5.0914361110000002, 
    5.059408704, 3.4878054330000001, 0.65237752999999998, 3.7328422579999998, 
    3.4434087670000002, 4.4745453949999998, 2.2565385299999998, 
    5.8667229870000002, 3.840382333, 2.7584278169999998, 2.014561359, 
    4.2222422609999999, 3.8894057659999999, 4.066723638, 4.8905937110000002, 
    NA, 5.77384612, 3.3635178030000001, 5.1098190680000002, NA, 
    3.039406998, 2.6202160490000002, 4.0404041609999997, 4.3873801620000004, 
    3.5818181830000002, 2.5, 3.7434281569999999, 1.1611049019999999, 
    1.5016718520000001, 3.5965146899999998, 4.3301878560000002, 
    3.5718394469999999, 4.0782422839999999, 3.9103681350000001, 
    4.7275999960000004, 4.3124964380000002, NA, 3.4036987490000001, 
    4.483578702, 4.9419921489999998, 2.7033673330000001, NA, 
    NA, 3.115975562, 5.3648077150000004, 1.8759961169999999, 
    4.9609798100000004, 3.0204823620000001, 3.867380592, 3.5066398200000002, 
    2.0648968220000001, 4.1832454889999999, 3.220153968, 5.0271074200000001, 
    3.9606608830000001, NA, 5.3490758969999996, 3.1978582250000001, 
    3.9068913890000001, 5.06627926, 6.2027335719999996, 4.8078097739999999, 
    4.0982033380000003, 2.328573971, 4.3634376389999998, 4.1725040059999996, 
    NA, 3.9904781589999998, 3.4812423560000001, 3.7207817529999998, 
    7.0518644540000004, 2.6364398590000002, 5.2394018999999998, 
    4.9393299700000002, 4.6429103429999996, 3.3817266460000002, 
    NA, 5.5753080260000001, 3.539187675, 1.5009684969999999, 
    3.3803240720000001, 4.2699397609999998, 4.9291140389999999, 
    4.4639025869999998, 4.504585252, 3.5393707750000001, 2.8675078300000001, 
    4.0859937329999996, 4.8889747760000004, 4.2075841509999998, 
    3.2052590049999998, 5.7099379719999996, 4.9780702589999999, 
    4.8989977939999996, 3.4298344159999998, 5.5925866590000002, 
    4.8072269500000004, 3.737720827, 3.9971551320000001, 6.6523880259999997, 
    3.9315921789999999, 4.1490195930000002, 3.615882719, 4.8958433689999996, 
    2.9365279549999999, 3.3145643429999998, 3.6224279209999999, 
    4.3980398620000001, 4.2133337910000002, 3.959614502, 3.2354331319999998, 
    4.399720168, 3.300341752, 4.8953527279999998, 4.7593781719999999, 
    2.962449683, NA, 3.302661209, 5.2149814970000001, 4.1728261729999998, 
    3.775929428, 4.6985877650000001, 3.426704617, 4.6330326550000001, 
    2.2979893869999999, 3.4826310629999999, 2.96078149, 3.229773228, 
    7.123600744, 3.5353787749999999, 3.1768620439999999, 7.0413580280000003, 
    4.6530034520000001, 4.6461331379999997, 1.9947696109999999, 
    5.3267810940000002, 4.2633842209999999, 7.2907851030000002, 
    2.3132639679999998, 2.6484256610000001, 3.1518371919999999, 
    2.91348363, 4.1228278319999996, NA, 3.0155076639999998, 4.1050067349999999, 
    5.0843044639999997, 5.8668580869999998, 4.2819335000000001, 
    5.1291682740000004, 5.2993272820000001, 4.2198296979999999, 
    3.8734204019999998, 5.0905799869999999, NA, 3.9130254550000001, 
    3.7909286679999998, 4.1168870389999999, 4.5267522920000003, 
    3.760317524, 6.9970917999999998, 4.8668973109999998, 4.3644845270000001, 
    3.7833458960000002, 0.52915745800000002, 3.7285252739999999, 
    3.967851354, 4.3881302309999999, 2.625178343, 4.9395845649999996, 
    3.4177579109999998, 2.7584278169999998, 2.1148107020000002, 
    4.4992095809999997, 3.007172792, 3.9831561529999999, 4.8905937110000002, 
    NA, 5.4375186219999998, 3.2604449099999999, 5.1098190680000002, 
    NA, 2.6202160490000002, 2.7485207219999999, 2.6359544819999998, 
    4.4396816250000004, 4.325442174, 4.387259169, 4.1755608479999999, 
    1.5016718520000001, 1.6585181, 3.4413508510000002, 4.3301878560000002, 
    3.5718394469999999, 3.9265266570000001, 4.0352902569999998, 
    4.7356649019999999, 4.3909217329999999, 4.5442470180000001, 
    3.1544809300000001, 5.0539717179999997, 5.0887373199999999, 
    3.0357887429999999, 3.2122959519999998, NA, 3.86179622, 4.3862986130000001, 
    1.955142734, 5.1807902979999998, 2.5888473169999999, 4.0038516099999999, 
    3.992647566, 4.1865862060000003, 4.479959987, 4.2350729359999999, 
    5.4613270629999997, 3.8173412280000001, 3.9556724889999999, 
    5.8423124870000001, 3.0522801359999998, 4.0379141629999999, 
    4.9651041579999999, 5.825107236, 4.3401800799999997, 4.0690939699999999, 
    2.4070441850000002, 4.3793878599999996, 4.1725040059999996, 
    0, 4.3408345349999999, 3.7460559010000001, 4.0422933910000003, 
    6.5915527540000003, 2.661672217, 4.6046692460000003, 4.2958506559999998, 
    4.993808574, 2.9916263930000002, NA, 5.0261038459999998, 
    3.089699929, 1.5071181440000001, 2.8727041259999999, 4.2216876049999996, 
    4.8704353019999997, 4.2331019239999996, 4.3980282529999997, 
    3.6285165049999999, 2.4182477800000002, 3.8753089040000002, 
    NA, 4.0565628770000002, 2.6150039509999998, 4.8989977939999996, 
    NA, 2.4244340900000001, 3.3552766319999998, 5.5331726000000003, 
    4.9453019930000002, 4.1598388369999997, 4.4934940320000001, 
    6.6100358000000003, 3.6312231439999998, 4.0473852890000002, 
    3.545183717, 4.8259963929999996, 3.0848088649999998, 3.187745402, 
    3.1353340319999998, 4.3202808389999996, 4.3550077749999998, 
    4.2055304959999997, 3.1766968539999998, 4.0930904699999999, 
    3.3301261580000001, 4.9067979199999998, 5.0940322069999997, 
    3.8854657750000001, 3.47967125, 3.5111603260000002, 4.7476786369999999, 
    5.2689734379999997, 3.426704617, 4.9737868140000003, 4.284311142, 
    4.6974410259999999, 2.854483316, 4.0782092519999997, 3.0889216479999999, 
    3.2973394219999999, 7.0059410409999998, 3.67513259, 3.1768620439999999, 
    6.3269916669999997, 4.4871760959999998, 4.9266487789999998, 
    2.0205807089999999, 5.3267810940000002, 4.3784937859999999, 
    6.9973516739999999, 2.39244492, 2.5525261659999998, 3.052638586, 
    3.0155076639999998, 3.79760206, NA, 3.7059728120000002, 4.2819335000000001, 
    5.0701498750000003, 5.3492930139999997, 0, 4.8581378659999999, 
    5.0905799869999999, 4.2799462090000002, 3.8352121050000001, 
    3.4958719010000001, 5.4612065440000004, 4.1420508429999998, 
    4.1802008649999998, 4.1258644809999998, 4.5561884170000004, 
    3.1188605530000002, 6.9970917999999998, 4.7644595680000004, 
    3.9856072, 3.967851354, 1.003909135, 3.4700067969999999, 
    3.2990655270000002, 4.8395066560000002, 3.0721850700000002, 
    4.8481943330000004, 2.5068055949999999, 2.9411766670000001, 
    2.1978280529999998, 4.7666317009999997, 2.967637613, 3.918886809, 
    5.2777211570000002, NA, 5.6687511129999999, 3.670178017, 
    5.2944878620000004, NA, 2.7485207219999999, 2.6359544819999998, 
    3.0626117019999999, NA, 4.387259169, 4.2920883329999997, 
    4.6552865609999996, 1.6585181, 5.449275385, 3.432619512, 
    4.5294866169999999, 3.183121554, 4.184045319, 4.0577960419999997, 
    4.4486960709999996, 4.5442470180000001, NA, 3.4078132710000002, 
    5.1076839999999999, 5.4612389290000003, 3.2122959519999998, 
    NA, NA, 3.854257644, 4.6105680170000003, 2.129437196, 5.2119561460000003, 
    2.7246808480000002, 3.5996388439999998, 4.1865862060000003, 
    4.2024157549999996, 3.6923404839999998, 4.0449226500000002, 
    5.5531438570000002, 3.9556724889999999, NA, 6.5861543950000003, 
    2.8949067899999998, 4.5111375200000001, 5.2816169049999999, 
    5.6378505939999997, 4.3908968049999997, 4.1625726949999997, 
    2.0828950800000001, 4.2208069860000004, NA, NA, 4.6214446850000002, 
    3.9547370860000002, 3.370302073, 6.5399437909999998, 2.4023881299999998, 
    4.8915940830000002, 3.4689864749999999, 4.8832610479999996, 
    3.066968535, NA, 4.9157865039999997, 3.3757466260000002, 
    1.92990039, 3.009516788, 3.9868624719999999, 4.7017366669999996, 
    4.4390935560000004, 4.3150531069999998, 3.7437534320000001, 
    1.9833854230000001, 3.6192236250000001, NA, 4.0044248800000002, 
    3.2074995450000001, 4.6349394029999997, NA, NA, 3.4118672989999999, 
    5.362947868, 4.6806894720000001, 3.855400655, 4.5019111939999998, 
    6.0441629499999996, 3.9188073609999998, 3.9427724830000002, 
    3.9035883820000001, 4.7455503400000003, 3.3662642460000001, 
    3.0697986149999998, 3.1086912629999999, 4.3166953159999997, 
    4.2343645790000002, 4.0596165649999998, 2.8487516670000002, 
    4.2099911240000001, 3.47967125, 4.9871959349999999, 5.488655659, 
    4.3430856870000003, NA, 4.24226875, 4.284311142, 6.1883400000000002, 
    3.9819257430000001, 5.0841780219999997, NA, 4.6523714250000001, 
    3.2262817639999999, 3.6607047530000001, 2.7730058930000001, 
    2.8022233879999998, 7.0043897069999996, 3.0003126, 3.1009063490000002, 
    6.6316806530000001, 4.6953636049999998, 4.4704986020000002, 
    2.1754747769999998, NA, 4.8600471670000003, 7.3710494249999998, 
    2.4391590660000002, 2.72152438, 3.2032710619999998, 3.0152032000000002, 
    4.082301459, NA, 3.638131462, 3.9518763190000001, 5.2465829209999999, 
    5.382268367, 2.8887100979999998, 5.4612065440000004, 2.988730468, 
    4.4417058049999998, 3.904296253, 4.0629521569999998, NA, 
    3.9328791110000001, 4.1794620599999996, 4.168548854, 4.6418244919999996, 
    2.6482427949999998, 6.5356766669999997, 4.5746403789999999, 
    3.9961641960000001, 3.860530722, 1.410331274, 3.4266438699999999, 
    3.339320367, 5.5306426999999996, 3.5177760189999998, 5.1779072450000001, 
    2.129371715, 1.7572795729999999, 2.422037027, 4.6812031120000004, 
    3.4263116669999998, 3.7905890219999998, 5.1056325600000001, 
    NA, 6.3082361379999998, 3.6585803330000002, 5.6432515319999998, 
    NA, 2.6359544819999998, 2.4875324910000001, 3.3382579369999998, 
    NA, 4.1239719370000003, 3.6973210829999998, 4.6459930700000003, 
    1.6960965429999999, 5.1992498449999998, 3.2781025279999998, 
    4.5370126549999998, 2.9427807920000002, 4.6470974549999999, 
    3.9422680350000001, 4.0958355070000003, 4.7292546150000003, 
    NA, 3.446790027, 4.8854572679999997, 5.2654518829999999, 
    3.2619222319999999, NA, NA, 3.584390543, 4.2204463749999999, 
    2.2176827920000002, 5.1206481679999998, 2.860557467, 4.0122795900000003, 
    3.7400387469999998, 3.3603583330000002, 3.2227493570000001, 
    3.818149408, 5.4753552770000002, 4.0639473329999998, NA, 
    6.3123652379999999, 2.8245942579999999, 5.3601400000000003, 
    5.6959201469999998, 5.921443333, 3.9744010599999999, 4.0417755929999997, 
    2.0349241450000002, 4.3197554870000001, NA, NA, 4.5676330600000004, 
    3.1508333099999999, 3.4886924879999999, 6.669350605, 2.2404424180000002, 
    5.3418380120000002, 3.4025748280000001, 4.5372378070000003, 
    3.1036121529999998, NA, 4.587008612, 3.5479894070000002, 
    1.8711750380000001, 2.8186156750000002, 3.6513549529999998, 
    4.4120892380000001, 4.3282939330000003, 3.9360722899999998, 
    3.2218287779999999, 2.2691024820000001, 3.49196975, NA, 4.0395417399999998, 
    3.3438680930000002, 3.381051845, NA, NA, 3.2409623170000001, 
    4.7449345520000001, 4.24689505, 3.0878282119999998, 3.8169385070000001, 
    6.011455078, 4.1952826529999996, 3.3422521519999999, 5.2168078280000003, 
    4.4971833080000003, 3.414366485, 3.3393455150000002, 3.3526916149999999, 
    4.866117998, 4.0637411930000003, 4.0071814129999996, NA, 
    4.0319465279999998, 3.653202437, 4.831769585, 5.5588029150000002, 
    3.8110502930000001, NA, 4.8050065399999999, 4.0507608480000004, 
    5.8031079400000003, 4.0712538399999998, 4.6141213329999999, 
    NA, 4.7256921099999998, 2.7994838720000002, 3.2781655449999998, 
    2.67207281, 2.6843514919999998, 6.8546144519999999, 3.0044017169999999, 
    2.6839081720000002, 7.1610950000000004, 5.1159748199999999, 
    3.5009422450000001, 2.279773708, NA, 4.8237416670000002, 
    7.6114612929999996, 2.6719114319999999, 2.8887100979999998, 
    2.9063927500000002, 2.988730468, 4.6026683329999996, NA, 
    3.449210592, 3.3899813920000001, 4.9865431249999999, 5.4862040280000004, 
    3.3252100000000002, 5.8248117300000004, 5.3388180180000004, 
    4.1769914579999998, 3.9266118200000002, 4.1925752579999997, 
    NA, 3.8585672230000001, 5.227328397, 3.816295985, 4.7222765850000004, 
    2.3425718870000001, 6.3687304229999997, 3.9465363199999999, 
    3.8811041350000002, 3.5593323749999999, 1.835349095, 3.2327253329999999, 
    2.9964269830000001, 5.340341563, 3.2968717220000001, 5.6803073829999997, 
    2.10327471, 1.7572795729999999, 2.4293460530000002, 4.1192973039999998, 
    3.6366195380000002, 4.2134456509999998, 4.4798349499999999, 
    NA, 6.4511233189999997, 3.40068518, 6.132878914, NA, 2.4875324910000001, 
    3.1637083330000002, 4.1192459760000002, NA, 3.6510118839999999, 
    2.970383333, 4.7097419629999999, 1.7421730600000001, 4.5972988040000002, 
    3.4193393419999998, 4.2334710229999999, 3.815511812, 4.4210456220000003, 
    3.3887586540000001, 4.2151315939999998, 4.3273344600000003, 
    NA, 2.6976755130000001, 4.4058442199999996, 4.8902599029999996, 
    3.1662064980000002, NA, NA, 3.4479071700000001, 3.5302268940000001, 
    2.0528770000000001, 4.8827679509999999, 2.7022506279999998, 
    5.032554706, 3.1198626890000001, 3.2335780879999998, 3.3232129960000001, 
    3.9322719639999999, 5.5505282219999996, 4.2869991880000002, 
    NA, 5.6203215660000003, 2.7386459059999999, NA, 5.619699271, 
    5.891107688, 3.416285738, 4.3186994309999998, 2.2442641700000001, 
    4.3347361250000001, NA, NA, 4.292553882, 2.6955683330000002, 
    4.0963356849999997, 6.7020650220000002, 2.2305959710000001, 
    5.2445651050000004, 3.289137872, 4.2797936669999999, 3.0419735979999998, 
    NA, 4.0103966489999996, 3.8065862149999998, 1.806584674, 
    2.678538713, 3.6623214339999999, 3.7943376459999998, 3.8478433330000001, 
    3.3696565280000002, 2.7260159540000002, 2.7243120740000002, 
    3.4497407820000001, NA, 3.798915338, 3.3481106500000002, 
    3.4183722219999999, NA, NA, 2.9424254809999999, 4.3246355980000004, 
    3.5889105209999999, 3.2098028159999998, 3.9173875329999999, 
    5.7109941830000004, 4.0375027020000003, 3.0528344629999999, 
    4.8835290589999998, 4.2756898760000004, 3.153577394, 3.2218845209999998, 
    2.8290904389999998, 5.0562294769999996, 3.8577733329999999, 
    4.328677248, NA, 3.982294752, 3.1280082669999998, 4.1500252629999999, 
    5.0098882339999999, 3.739721152, NA, 4.3757750379999996, 
    3.7844577730000002, 5.4240215940000001, 3.61949655, 4.0480879590000001, 
    NA, 4.1701837279999996, 2.7205178769999998, 2.6198783240000001, 
    2.6774497840000002, 2.4817490109999998, 6.4837516669999999, 
    3.0783269899999999, 2.360326546, 6.9723748040000002, 5.643643333, 
    3.712827243, 2.2315232649999999, NA, NA, 7.5982789740000003, 
    2.7630974880000001, 3.3252100000000002, 2.8753389999999999, 
    2.9461620979999998, 4.5270401949999997, NA, 2.9866766669999998, 
    3.5790764820000001, 4.7608035339999999, 5.227328397, 2.464453936, 
    4.6293444409999998, 4.846763256, 3.9510250469999999, 4.2762218770000002, 
    3.5557873610000001, NA, 4.0401630080000004, 4.6816175409999996, 
    3.3428238029999999, 4.8859827439999997, 2.4467362499999998, 
    5.595785791, 3.5015275639999999, 4.0303173389999998, 3.5159324070000002, 
    1.9662560280000001, 2.8468831670000001, 2.6202233330000002, 
    4.6643577000000001, 3.5194976109999998, 5.0068391889999999, 
    2.1247940349999999, 1.6735766670000001, 2.6811459430000002, 
    3.4178780830000002, 3.992760165, 4.3912272159999999, 4.4880898780000003, 
    NA, 5.0108801449999998, 3.14837525, 5.4739826049999998, NA, 
    2.7011103699999999, NA, 4.4343402709999999, NA, 3.6600609190000002, 
    3.0510629659999999, 4.3136099269999999, 1.5359554849999999, 
    NA, 3.614536529, 3.9005891670000001, 3.6170800409999999, 
    NA, 3.1566281250000001, 4.3698523160000002, NA, NA, 3.1621111499999999, 
    4.3086931450000003, 4.9935641080000002, 2.6773102949999998, 
    NA, NA, 3.8258074999999998, 3.0838585269999998, 1.8676185810000001, 
    4.9472136569999998, 2.7816776399999998, 4.7167026109999997, 
    3.5410184870000001, 3.216830984, 3.52920575, 4.0561098629999996, 
    5.5851839730000004, 4.7071935959999998, NA, 5.5383866079999997, 
    2.6862010000000001, NA, NA, 6.0815285069999998, 3.3835800370000002, 
    4.2271883920000004, 2.2895006410000001, 4.3009001180000004, 
    NA, NA, 4.2100679239999996, NA, 4.4282565700000003, 6.9093638769999997, 
    1.9970585080000001, 5.4930037729999999, 3.3142022350000002, 
    4.4249071520000003, 3.1762633330000001, NA, 3.436121167, 
    3.45235329, 2.0345750329999999, 2.8360963109999999, 3.7981254409999998, 
    4.1315417869999997, 3.695491799, 3.0583205819999999, 3.0083619760000002, 
    2.7962008780000001, 3.4557619169999998, NA, 3.435627926, 
    NA, 3.9798575710000001, NA, NA, 2.8055906930000001, 4.969200764, 
    3.4198402990000001, 3.3447268860000001, 4.4211566979999999, 
    5.0673957300000003, 4.0727652379999997, 3.2646821670000001, 
    5.5545841840000003, 4.6085411150000004, 2.796770966, 3.0823399999999999, 
    2.8279376439999999, 4.4934939539999998, 3.985364788, 4.0238578440000001, 
    NA, 4.4006150579999996, 2.8098820560000002, 3.5456223389999999, 
    4.7524911479999998, 3.9355844169999998, NA, 3.4410996439999999, 
    4.0129617360000003, 5.5729631619999997, 3.7295208880000001, 
    4.3708948520000002, NA, 4.0198713960000001, 2.7598629099999998, 
    2.5589739969999998, 2.85536265, 2.5361664030000002, NA, 3.1986141259999998, 
    2.4482284999999999, 6.7181183329999996, NA, 4.0341357970000002, 
    2.2166022590000001, NA, NA, 7.5574959149999996, 3.0712718909999999, 
    4.1083817250000001, 3.331768023, 2.9289682290000001, 3.875916465, 
    NA, NA, NA, 5.067997933, 5.3473525889999998, 2.2193279029999999, 
    4.5293494990000003, NA, 3.8997810340000001, 4.341519667, 
    NA, NA, 4.1145254189999996, 5.2755048029999996, 3.4676110219999998, 
    4.8583926980000003, 2.6518549710000001, 5.5133305090000002, 
    3.4330907750000001, 4.1341285770000002, 3.4576686329999999, 
    1.877136414, 2.7022741830000001, NA, 4.6498417769999998, 
    3.4968397379999998, 3.9672871060000001, 2.3371361639999999, 
    NA, 2.7944121270000002, 3.7316316980000002, 3.6602110780000001, 
    4.2186428129999998, 5.2883751669999999, NA, 4.5319351499999998, 
    2.4442162270000001, 5.0386157860000003, NA, 2.7756615230000001, 
    NA, 3.6315720790000001, NA, 2.9266420289999999, 2.6448925399999998, 
    4.3260964629999998, 1.4110325960000001, NA, 3.4603120860000001, 
    4.2195784779999999, 2.8587178409999998, NA, 2.8919211740000001, 
    4.257252383, NA, NA, 3.5235949839999998, 4.2636957000000004, 
    4.8417062120000001, 2.820145803, NA, NA, 3.7698985610000002, 
    2.876218991, 2.5311867779999999, 5.0682684480000004, 2.759122214, 
    4.7029147660000001, 3.5319318329999998, 3.0299485370000001, 
    3.5863817770000002, 4.1492876020000002, 5.7656253030000002, 
    4.6363547220000001, NA, 5.4538134139999999, 2.2231068060000001, 
    NA, NA, 6.3941107769999999, 3.3817477600000001, 3.5426499429999998, 
    2.3650390250000002, 4.4572372900000001, NA, NA, 4.2206513760000002, 
    NA, 4.5244176669999998, 6.9425134169999998, 1.8829770029999999, 
    6.130798167, 3.1369610209999998, 4.7931639779999999, NA, 
    NA, 3.5550096510000002, 3.5523453790000001, 1.9425991970000001, 
    2.5148029489999999, 4.8401334230000002, 5.0217059869999998, 
    3.3297287440000001, 3.505681263, 3.0418284500000001, 2.7202790929999998, 
    3.1029970219999998, NA, 3.5874882119999998, NA, 4.1884168810000002, 
    NA, NA, 3.116040216, 5.3027490159999999, 3.778124434, 3.2774457479999999, 
    4.7057377679999997, 5.0844035889999999, 4.179032555, 3.3063880509999999, 
    5.6647004049999996, 4.5793799079999999, 2.6388045249999998, 
    2.9448393149999998, 2.8080499109999999, 3.7930760640000001, 
    3.9923601870000001, 3.5836186670000001, NA, 4.5157580240000001, 
    3.2220159499999999, 3.2323956979999999, 4.5397613520000002, 
    3.85631375, NA, 3.5531558329999999, 4.1358891150000003, 5.9252841079999996, 
    3.8102621550000002, 4.5101368329999998, NA, 4.0933060780000003, 
    2.5379774589999999, 2.7754964129999999, 2.7852860640000001, 
    3.0304266960000001, NA, 3.3159309370000001, 2.38926748, NA, 
    NA, 3.6432820509999999, 1.925348439, NA, NA, 7.6240743569999996, 
    3.2406043709999999, 4.7194402159999997, 3.7235411140000001, 
    2.8498716100000001, 3.4908203329999998, NA, NA, NA, 4.9892995300000003, 
    5.4599196709999998, 3.138324957, 4.483198314, NA, 3.8007027500000001, 
    4.1001292459999998, NA, NA, 3.948381393, 4.7227373760000004, 
    3.2063342239999999, 4.4994505419999999, 2.8132619729999999, 
    6.0581142850000003, 3.327721135, 3.9886238189999998, 3.411638457, 
    1.400328271, 2.8485578450000002, NA, 4.5763231539999998, 
    2.6316414909999999), ef_regulation_business_bureaucracy = c(6, 
    1.7777777779999999, 1.3333333329999999, 6.6666666670000003, 
    6, 10, 8.8888888890000004, 6.4444444440000002, 5.5555555559999998, 
    8, 2.6666666669999999, 6.6666666670000003, 5.5555555559999998, 
    8.6666666669999994, 4.8888888890000004, 4.2222222220000001, 
    2.4444444440000002, 1.7777777779999999, 5.1111111109999996, 
    6.2222222220000001, 5.1111111109999996, 6.8888888890000004, 
    6.2222222220000001, 4.2222222220000001, 2.6666666669999999, 
    4.4444444440000002, 2.888888889, 9.1111111109999996, 3.7777777779999999, 
    1.111111111, 0.88888888899999996, 7.7777777779999999, 3.111111111, 
    7.3333333329999997, 0, 0.66666666699999999, 4.8888888890000004, 
    3.3333333330000001, 5.5555555559999998, 8.4444444440000002, 
    7.3333333329999997, 7.1111111109999996, 4.4444444440000002, 
    3.5555555559999998, 2, 4.2222222220000001, 9.5555555559999998, 
    1.111111111, 6.8888888890000004, 7.7777777779999999, 8.4444444440000002, 
    2.4444444440000002, 1.5555555560000001, 8.4444444440000002, 
    9.7777777780000008, 5.5555555559999998, 6.2222222220000001, 
    5.7777777779999999, 2.6666666669999999, 3.111111111, 4.4444444440000002, 
    0, 3.7777777779999999, 10, 7.3333333329999997, 7.7777777779999999, 
    3.3333333330000001, 5.1111111109999996, 1.5555555560000001, 
    0, 10, 8.2222222219999992, 7.1111111109999996, 5.1111111109999996, 
    9.5555555559999998, 4.2222222220000001, 6.2222222220000001, 
    4, 9.7777777780000008, 2, 2.6666666669999999, 1.7777777779999999, 
    9.1111111109999996, 0.44444444399999999, 4.4444444440000002, 
    2.2222222220000001, 0, 9.5555555559999998, 7.1111111109999996, 
    9.3333333330000006, 2.4444444440000002, 2.6666666669999999, 
    10, 3.111111111, 4.8888888890000004, 2.4444444440000002, 
    8.8888888890000004, 6.6666666670000003, 6, 6.6666666670000003, 
    6.8888888890000004, 5.7777777779999999, 2.4444444440000002, 
    4.8888888890000004, 5.7777777779999999, 4.8888888890000004, 
    9.1111111109999996, 10, 3.5555555559999998, 5.1111111109999996, 
    1.111111111, 7.5555555559999998, 6.2222222220000001, 4.8888888890000004, 
    6.8888888890000004, 3.7777777779999999, 4.6666666670000003, 
    8.2222222219999992, 4.2222222220000001, 8.8888888890000004, 
    8.6666666669999994, 7.7777777779999999, 6.4444444440000002, 
    4.4444444440000002, 7.5555555559999998, 3.3333333330000001, 
    3.3333333330000001, 6, 6, 2.2222222220000001, 10, 8, 7.7777777779999999, 
    3.7777777779999999, 7.7777777779999999, 5.7777777779999999, 
    2.4444444440000002, 1.3333333329999999, 3.5555555559999998, 
    7.1111111109999996, 8, 0.88888888899999996, 9.5555555559999998, 
    2.6666666669999999, 1.7777777779999999, 9.1111111109999996, 
    4, 3.7777777779999999, 6.6666666670000003, 5.1111111109999996, 
    7.1111111109999996, 3.5555555559999998, 5.7777777779999999, 
    5.7777777779999999, 8.4444444440000002, 8, 7.5555555559999998, 
    0, 6, 0, 4, 0.88888888899999996, 6, 1.5555555560000001, 1.5555555560000001, 
    4.4444444440000002, 5.7777777779999999, 10, 8.8888888890000004, 
    6.4444444440000002, 5.5555555559999998, 7.7777777779999999, 
    3.7777777779999999, 6.6666666670000003, NA, 8.6666666669999994, 
    4.8888888890000004, 2.2222222220000001, 2.4444444440000002, 
    1.3333333329999999, 4.6666666670000003, 6.2222222220000001, 
    4.6666666670000003, 6.8888888890000004, 5.5555555559999998, 
    2, 2.6666666669999999, 2.888888889, 1.111111111, 9.3333333330000006, 
    3.7777777779999999, 1.111111111, 1.111111111, 8.2222222219999992, 
    3.7777777779999999, 7.7777777779999999, 0, 0.66666666699999999, 
    4.8888888890000004, 3.3333333330000001, 5.5555555559999998, 
    8.4444444440000002, 7.3333333329999997, 7.5555555559999998, 
    4.4444444440000002, 3.111111111, 2.2222222220000001, 4.2222222220000001, 
    9.5555555559999998, 1.3333333329999999, 6.8888888890000004, 
    7.7777777779999999, 8.6666666669999994, 1.7777777779999999, 
    2.2222222220000001, 8, 9.5555555559999998, 6, 6, 6, 2.2222222220000001, 
    3.111111111, 4.4444444440000002, 0, 3.7777777779999999, 10, 
    7.3333333329999997, 7.7777777779999999, 3.3333333330000001, 
    4.8888888890000004, 0.88888888899999996, NA, 10, 8.4444444440000002, 
    7.1111111109999996, 5.1111111109999996, 9.3333333330000006, 
    4.2222222220000001, 7.1111111109999996, 3.3333333330000001, 
    10, 1.3333333329999999, 2.6666666669999999, 1.7777777779999999, 
    9.3333333330000006, 0.66666666699999999, 4.4444444440000002, 
    2.4444444440000002, 0, 9.7777777780000008, 7.1111111109999996, 
    9.3333333330000006, 2.4444444440000002, 2.6666666669999999, 
    10, 4.2222222220000001, 4.8888888890000004, 0.222222222, 
    9.7777777780000008, 6.8888888890000004, 6, 4.6666666670000003, 
    6.8888888890000004, 5.3333333329999997, 2.6666666669999999, 
    1.3333333329999999, 5.7777777779999999, 4.8888888890000004, 
    9.1111111109999996, 10, 3.5555555559999998, 2.2222222220000001, 
    1.111111111, 7.5555555559999998, 6.2222222220000001, 5.1111111109999996, 
    7.3333333329999997, 3.7777777779999999, 4.6666666670000003, 
    8.2222222219999992, 4.8888888890000004, 7.3333333329999997, 
    8.8888888890000004, 7.5555555559999998, 6, 4, 7.5555555559999998, 
    4, 2, 6, 6, 2.4444444440000002, 10, 7.3333333329999997, 8.6666666669999994, 
    4, 7.5555555559999998, 5.3333333329999997, NA, 1.3333333329999999, 
    3.5555555559999998, 7.5555555559999998, 8, 1.111111111, 10, 
    2.6666666669999999, 2.4444444440000002, 9.5555555559999998, 
    4, 2.6666666669999999, 6.6666666670000003, 5.1111111109999996, 
    6.2222222220000001, 3.5555555559999998, 5.7777777779999999, 
    9.3333333330000006, 8.4444444440000002, 7.5555555559999998, 
    5.3333333329999997, 0, 5.5555555559999998, 0, 3.5555555559999998, 
    0.66666666699999999, 6, 1.3333333329999999, 1.5555555560000001, 
    4.2222222220000001, 5.7777777779999999, 10, 8.8888888890000004, 
    6, 5.5555555559999998, 7.7777777779999999, 4, 5.3333333329999997, 
    NA, 8.6666666669999994, 4.8888888890000004, 0.44444444399999999, 
    2.4444444440000002, 1.111111111, 4.2222222220000001, 6.2222222220000001, 
    4.4444444440000002, 6.8888888890000004, 6, 2, 2.6666666669999999, 
    2.888888889, 1.111111111, 9.7777777780000008, 3.7777777779999999, 
    0, 1.111111111, 8.6666666669999994, 4, 8, 0, 0, 4.8888888890000004, 
    1.111111111, 5.5555555559999998, 8.4444444440000002, 7.3333333329999997, 
    7.5555555559999998, 4.4444444440000002, 3.111111111, 1.3333333329999999, 
    4.2222222220000001, 9.5555555559999998, 1.3333333329999999, 
    6.8888888890000004, 7.5555555559999998, 8.6666666669999994, 
    0.66666666699999999, 2.2222222220000001, 8, 9.5555555559999998, 
    6, 6, 6, 0, 3.7777777779999999, 4.4444444440000002, 0, 3.7777777779999999, 
    10, 7.3333333329999997, 7.7777777779999999, 3.111111111, 
    4.4444444440000002, 0.88888888899999996, NA, 10, 8.4444444440000002, 
    6.8888888890000004, 5.1111111109999996, 9.1111111109999996, 
    4.2222222220000001, 6, 3.3333333330000001, 10, 1.3333333329999999, 
    3.3333333330000001, 1.3333333329999999, 9.3333333330000006, 
    0.66666666699999999, 4.4444444440000002, 2.4444444440000002, 
    0, 9.7777777780000008, 7.1111111109999996, 9.3333333330000006, 
    2.4444444440000002, 2.6666666669999999, 10, 3.111111111, 
    4.8888888890000004, 0.222222222, 9.7777777780000008, 7.5555555559999998, 
    6, 4.6666666670000003, 6.8888888890000004, 5.3333333329999997, 
    2.6666666669999999, 1.3333333329999999, 5.7777777779999999, 
    4.8888888890000004, 9.1111111109999996, 10, 3.5555555559999998, 
    2.2222222220000001, 1.7777777779999999, 7.5555555559999998, 
    7.7777777779999999, 5.1111111109999996, 7.3333333329999997, 
    4.6666666670000003, 4.6666666670000003, 8.4444444440000002, 
    4.8888888890000004, 7.7777777779999999, 8.8888888890000004, 
    7.5555555559999998, 6.4444444440000002, 5.3333333329999997, 
    7.5555555559999998, 4, 0.66666666699999999, 6, 6, 2.4444444440000002, 
    10, 7.3333333329999997, 8.6666666669999994, 4, 7.5555555559999998, 
    5.3333333329999997, NA, 1.3333333329999999, 3.5555555559999998, 
    7.5555555559999998, 9.1111111109999996, 1.111111111, 10, 
    2.6666666669999999, 2.4444444440000002, 10, 4, 1.5555555560000001, 
    6.6666666670000003, 5.1111111109999996, 6.6666666670000003, 
    3.5555555559999998, 4.6666666670000003, 9.3333333330000006, 
    7.7777777779999999, 8, 5.3333333329999997, 0, 5.1111111109999996, 
    0, 3.5555555559999998, 0.66666666699999999, 6, 1.3333333329999999, 
    1.5555555560000001, 4.2222222220000001, 5.7777777779999999, 
    10, 8.8888888890000004, 6, 5.5555555559999998, 7.7777777779999999, 
    4, 5.3333333329999997, NA, 8.6666666669999994, 4.8888888890000004, 
    0.44444444399999999, 2.4444444440000002, 1.111111111, 4.2222222220000001, 
    6.2222222220000001, 4.4444444440000002, 6.8888888890000004, 
    6, 2, 2.6666666669999999, 2.888888889, 1.111111111, 9.7777777780000008, 
    3.7777777779999999, 0, 1.111111111, 8.6666666669999994, 4, 
    8, 0, 0, 4.8888888890000004, 1.111111111, 5.5555555559999998, 
    8.4444444440000002, 7.3333333329999997, 7.5555555559999998, 
    4.4444444440000002, 3.111111111, 1.3333333329999999, 4.2222222220000001, 
    9.5555555559999998, 1.3333333329999999, 6.8888888890000004, 
    7.5555555559999998, 8.6666666669999994, 0.66666666699999999, 
    2.2222222220000001, 8, 9.5555555559999998, 6, 6, 6, 0, 3.7777777779999999, 
    4.4444444440000002, 0, 3.7777777779999999, 10, 7.3333333329999997, 
    7.7777777779999999, 3.111111111, 4.4444444440000002, 0.88888888899999996, 
    NA, 10, 8.4444444440000002, 6.8888888890000004, 5.1111111109999996, 
    9.1111111109999996, 4.2222222220000001, 6, 3.3333333330000001, 
    10, 1.3333333329999999, 3.3333333330000001, 1.3333333329999999, 
    9.3333333330000006, 0.66666666699999999, 4.4444444440000002, 
    2.4444444440000002, 0, 9.7777777780000008, 7.1111111109999996, 
    9.3333333330000006, 2.4444444440000002, 2.6666666669999999, 
    10, 3.111111111, 4.8888888890000004, 0.222222222, 9.7777777780000008, 
    7.5555555559999998, 6, 4.6666666670000003, 6.8888888890000004, 
    5.3333333329999997, 2.6666666669999999, 1.3333333329999999, 
    5.7777777779999999, 4.8888888890000004, 9.1111111109999996, 
    10, 3.5555555559999998, 2.2222222220000001, 1.7777777779999999, 
    7.5555555559999998, 7.7777777779999999, 5.1111111109999996, 
    7.3333333329999997, 4.6666666670000003, 4.6666666670000003, 
    8.4444444440000002, 4.8888888890000004, 7.7777777779999999, 
    8.8888888890000004, 7.5555555559999998, 6.4444444440000002, 
    5.3333333329999997, 7.5555555559999998, 4, 0.66666666699999999, 
    6, 6, 2.4444444440000002, 10, 7.3333333329999997, 8.6666666669999994, 
    4, 7.5555555559999998, 5.3333333329999997, NA, 1.3333333329999999, 
    3.5555555559999998, 7.5555555559999998, 9.1111111109999996, 
    1.111111111, 10, 2.6666666669999999, 2.4444444440000002, 
    10, 4, 1.5555555560000001, 6.6666666670000003, 5.1111111109999996, 
    6.6666666670000003, 3.5555555559999998, 4.6666666670000003, 
    9.3333333330000006, 7.7777777779999999, 8, 5.3333333329999997, 
    0, 5.1111111109999996, 0, 3.5555555559999998, 0.66666666699999999, 
    6, 1.3333333329999999, 1.5555555560000001, 4.2222222220000001, 
    5.7777777779999999, 10, 8.8888888890000004, 6, 5.5555555559999998, 
    7.7777777779999999, 4, 5.3333333329999997, NA, 8.6666666669999994, 
    4.8888888890000004, 0.44444444399999999, 2.4444444440000002, 
    1.111111111, 4.2222222220000001, 6.2222222220000001, 4.4444444440000002, 
    6.8888888890000004, 6, 2, 2.6666666669999999, 2.888888889, 
    1.111111111, 9.7777777780000008, 3.7777777779999999, 0, 1.111111111, 
    8.6666666669999994, 4, 8, 0, 0, 4.8888888890000004, 1.111111111, 
    5.5555555559999998, 8.4444444440000002, 7.3333333329999997, 
    7.5555555559999998, 4.4444444440000002, 3.111111111, 1.3333333329999999, 
    4.2222222220000001, 9.5555555559999998, 1.3333333329999999, 
    6.8888888890000004, 7.5555555559999998, 8.6666666669999994, 
    0.66666666699999999, 2.2222222220000001, 8, 9.5555555559999998, 
    6, 6, 6, 0, 3.7777777779999999, 4.4444444440000002, 0, 3.7777777779999999, 
    10, 7.3333333329999997, 7.7777777779999999, 3.111111111, 
    4.4444444440000002, 0.88888888899999996, NA, 10, 8.4444444440000002, 
    6.8888888890000004, 5.1111111109999996, 9.1111111109999996, 
    4.2222222220000001, 6, 3.3333333330000001, 10, 1.3333333329999999, 
    3.3333333330000001, 1.3333333329999999, 9.3333333330000006, 
    0.66666666699999999, 4.4444444440000002, 2.4444444440000002, 
    0, 9.7777777780000008, 7.1111111109999996, 9.3333333330000006, 
    2.4444444440000002, 2.6666666669999999, 10, 3.111111111, 
    4.8888888890000004, 0.222222222, 9.7777777780000008, 7.5555555559999998, 
    6, 4.6666666670000003, 6.8888888890000004, 5.3333333329999997, 
    2.6666666669999999, 1.3333333329999999, 5.7777777779999999, 
    4.8888888890000004, 9.1111111109999996, 10, 3.5555555559999998, 
    2.2222222220000001, 1.7777777779999999, 7.5555555559999998, 
    7.7777777779999999, 5.1111111109999996, 7.3333333329999997, 
    4.6666666670000003, 4.6666666670000003, 8.4444444440000002, 
    4.8888888890000004, 7.7777777779999999, 8.8888888890000004, 
    7.5555555559999998, 6.4444444440000002, 5.3333333329999997, 
    7.5555555559999998, 4, 0.66666666699999999, 6, 6, 2.4444444440000002, 
    10, 7.3333333329999997, 8.6666666669999994, 4, 7.5555555559999998, 
    5.3333333329999997, NA, 1.3333333329999999, 3.5555555559999998, 
    7.5555555559999998, 9.1111111109999996, 1.111111111, 10, 
    2.6666666669999999, 2.4444444440000002, 10, 4, 1.5555555560000001, 
    6.6666666670000003, 5.1111111109999996, 6.6666666670000003, 
    3.5555555559999998, 4.6666666670000003, 9.3333333330000006, 
    7.7777777779999999, 8, 5.3333333329999997, 0, 5.1111111109999996, 
    0, 3.5555555559999998, 0.66666666699999999, 6.5151515150000003, 
    3.3333333330000001, 3.4848484850000001, 5.3030303029999999, 
    6.3636363640000004, 9.3939393940000002, 8.4848484850000006, 
    6.5151515150000003, 6.2121212119999996, 7.7272727269999999, 
    5.151515152, 6.0606060609999997, NA, 8.3333333330000006, 
    5.7575757579999998, 2.7272727269999999, 4.0909090910000003, 
    3.1818181820000002, 5.3030303029999999, 6.6666666670000003, 
    5.4545454549999999, 7.1212121210000001, 6.5151515150000003, 
    3.787878788, 4.2424242420000002, 4.3939393940000002, 3.1818181820000002, 
    9.0909090910000003, 5, 0.15151515199999999, 3.1818181820000002, 
    8.3333333330000006, 5.151515152, 7.8787878789999999, 0.909090909, 
    0.75757575799999999, 5.7575757579999998, 3.1818181820000002, 
    6.2121212119999996, 8.1818181820000007, 7.424242424, 7.575757576, 
    5.4545454549999999, 4.5454545450000001, 3.3333333330000001, 
    5.3030303029999999, 8.9393939390000003, 3.3333333330000001, 
    7.1212121210000001, 7.575757576, 8.3333333330000006, 2.8787878789999999, 
    3.9393939389999999, 7.8787878789999999, 8.9393939390000003, 
    6.5151515150000003, 6.5151515150000003, 6.5151515150000003, 
    2.424242424, 5, 5.4545454549999999, 2.2727272730000001, 5, 
    9.5454545450000001, 7.424242424, 7.7272727269999999, 4.5454545450000001, 
    5.4545454549999999, 3.0303030299999998, NA, 9.2424242420000002, 
    8.1818181820000007, 7.1212121210000001, 5.9090909089999997, 
    8.6363636360000005, 5.3030303029999999, 6.5151515150000003, 
    4.6969696970000001, 9.2424242420000002, 3.3333333330000001, 
    4.6969696970000001, 3.3333333330000001, 8.7878787880000004, 
    2.8787878789999999, 5.4545454549999999, 4.0909090910000003, 
    0, 9.0909090910000003, 7.2727272730000001, 8.7878787880000004, 
    4.0909090910000003, 4.2424242420000002, 9.5454545450000001, 
    4.5454545450000001, 5.7575757579999998, 2.575757576, 9.0909090910000003, 
    7.575757576, 6.5151515150000003, 5.6060606059999998, 7.1212121210000001, 
    6.0606060609999997, 4.2424242420000002, 3.3333333330000001, 
    6.3636363640000004, 5.7575757579999998, 8.6363636360000005, 
    9.6969696970000001, 4.848484848, 3.9393939389999999, 3.636363636, 
    7.575757576, 7.7272727269999999, 5.9090909089999997, 7.424242424, 
    5.6060606059999998, 5.6060606059999998, 8.1818181820000007, 
    5.7575757579999998, 7.7272727269999999, 8.4848484850000006, 
    7.575757576, 6.8181818180000002, 6.0606060609999997, 7.575757576, 
    5.151515152, 2.8787878789999999, 6.5151515150000003, 6.5151515150000003, 
    4.0909090910000003, 9.5454545450000001, 7.424242424, 8.3333333330000006, 
    5.151515152, 7.575757576, 6.0606060609999997, NA, 3.3333333330000001, 
    4.848484848, 7.575757576, 8.6363636360000005, 3.1818181820000002, 
    9.2424242420000002, 4.2424242420000002, 4.0909090910000003, 
    9.2424242420000002, 5.151515152, 3.4848484850000001, 6.9696969700000002, 
    5.9090909089999997, 6.9696969700000002, 4.848484848, 5.6060606059999998, 
    8.7878787880000004, 7.7272727269999999, 7.8787878789999999, 
    6.0606060609999997, 1.818181818, 5.9090909089999997, 2.1212121210000001, 
    4.848484848, 2.8787878789999999, 6.5151515150000003, 3.3333333330000001, 
    3.4848484850000001, 5.3030303029999999, 6.3636363640000004, 
    9.3939393940000002, 8.4848484850000006, 6.5151515150000003, 
    6.2121212119999996, 7.7272727269999999, 5.151515152, 6.0606060609999997, 
    NA, 8.3333333330000006, 5.7575757579999998, 2.7272727269999999, 
    4.0909090910000003, 3.1818181820000002, 5.3030303029999999, 
    6.6666666670000003, 5.4545454549999999, 7.1212121210000001, 
    6.5151515150000003, 3.787878788, 4.2424242420000002, 4.3939393940000002, 
    3.1818181820000002, 9.0909090910000003, 5, 0.15151515199999999, 
    3.1818181820000002, 8.3333333330000006, 5.151515152, 7.8787878789999999, 
    0.909090909, 0.75757575799999999, 5.7575757579999998, 3.1818181820000002, 
    6.2121212119999996, 8.1818181820000007, 7.424242424, 7.575757576, 
    5.4545454549999999, 4.5454545450000001, 3.3333333330000001, 
    5.3030303029999999, 8.9393939390000003, 3.3333333330000001, 
    7.1212121210000001, 7.575757576, 8.3333333330000006, 2.8787878789999999, 
    3.9393939389999999, 7.8787878789999999, 8.9393939390000003, 
    6.5151515150000003, 6.5151515150000003, 6.5151515150000003, 
    2.424242424, 5, 5.4545454549999999, 2.2727272730000001, 5, 
    9.5454545450000001, 7.424242424, 7.7272727269999999, 4.5454545450000001, 
    5.4545454549999999, 3.0303030299999998, NA, 9.2424242420000002, 
    8.1818181820000007, 7.1212121210000001, 5.9090909089999997, 
    8.6363636360000005, 5.3030303029999999, 6.5151515150000003, 
    4.6969696970000001, 9.2424242420000002, 3.3333333330000001, 
    4.6969696970000001, 3.3333333330000001, 8.7878787880000004, 
    2.8787878789999999, 5.4545454549999999, 4.0909090910000003, 
    0, 9.0909090910000003, 7.2727272730000001, 8.7878787880000004, 
    4.0909090910000003, 4.2424242420000002, 9.5454545450000001, 
    4.5454545450000001, 5.7575757579999998, 2.575757576, 9.0909090910000003, 
    7.575757576, 6.5151515150000003, 5.6060606059999998, 7.1212121210000001, 
    6.0606060609999997, 4.2424242420000002, 3.3333333330000001, 
    6.3636363640000004, 5.7575757579999998, 8.6363636360000005, 
    9.6969696970000001, 4.848484848, 3.9393939389999999, 3.636363636, 
    7.575757576, 7.7272727269999999, 5.9090909089999997, 7.424242424, 
    5.6060606059999998, 5.6060606059999998, 8.1818181820000007, 
    5.7575757579999998, 7.7272727269999999, 8.4848484850000006, 
    7.575757576, 6.8181818180000002, 6.0606060609999997, 7.575757576, 
    5.151515152, 2.8787878789999999, 6.5151515150000003, 6.5151515150000003, 
    4.0909090910000003, 9.5454545450000001, 7.424242424, 8.3333333330000006, 
    5.151515152, 7.575757576, 6.0606060609999997, NA, 3.3333333330000001, 
    4.848484848, 7.575757576, 8.6363636360000005, 3.1818181820000002, 
    9.2424242420000002, 4.2424242420000002, 4.0909090910000003, 
    9.2424242420000002, 5.151515152, 3.4848484850000001, 6.9696969700000002, 
    5.9090909089999997, 6.9696969700000002, 4.848484848, 5.6060606059999998, 
    8.7878787880000004, 7.7272727269999999, 7.8787878789999999, 
    6.0606060609999997, 1.818181818, 5.9090909089999997, 2.1212121210000001, 
    4.848484848, 2.8787878789999999, 6.6880341879999996, 4.3532338309999998, 
    4.3939393940000002, 2.5, 5.1476793250000004, 4.6022727269999999, 
    4.2507645260000002, 7.7848101270000001, NA, 3.245614035, 
    6, 5.0308641979999997, NA, 2.5900900899999999, NA, 5.6993006990000001, 
    NA, 5.4494382019999996, 4.5662100460000001, 4.1421568630000003, 
    2.8522336770000001, NA, 4.5035460990000002, 4.8188405799999998, 
    5.7520325200000002, NA, 5.7058823529999998, 5.4385964910000002, 
    NA, NA, 4.255319149, 4.9217002240000003, 5.271317829, 5.0483091790000003, 
    NA, NA, 5.5050505049999998, NA, 5.1296296300000002, 3.5943775100000002, 
    3.2575757580000002, 7.3913043480000002, 7.095238095, 3.2375478929999999, 
    3.4353741499999999, 6.3141025639999997, 5.3271028039999999, 
    4.5625, NA, 3.7908496729999999, 2.3507462690000001, NA, NA, 
    6.7840375589999997, 2.4183006539999998, NA, 2.9273504269999999, 
    5.9068627449999997, NA, NA, 6.0035842290000003, NA, 5.1028806580000001, 
    6.901408451, 4.6244131460000002, 7.6666666670000003, 3.308457711, 
    4.4945355190000003, NA, NA, 3.9523809519999999, 5.744680851, 
    2.804878049, 5.2688172040000003, 4.615384615, 3.908045977, 
    7.6140350879999996, 5.8597883599999996, 4.7079037799999996, 
    5.534591195, 7.3508771929999996, NA, 5.2607709749999998, 
    NA, 4.4936708860000003, NA, NA, 3.5493827160000002, 4.5977011489999997, 
    5.0602409640000001, 5.348484848, 4.5614035089999998, 5.0456621000000004, 
    5.5813953490000001, 4.140625, 7.788461538, 2.592592593, 4.6544715449999998, 
    5.733333333, 7, 2, 5.2962962960000004, 3.0054644810000002, 
    NA, 3.6827956990000001, 3.5648148150000001, 3.172043011, 
    4.4565217390000003, 5.7042253519999999, NA, 6.6203703699999998, 
    2.8282828279999999, NA, 5.957854406, 3.3734939759999998, 
    NA, 3.2575757580000002, 3.737373737, 4.2767295599999997, 
    4.7777777779999999, 2.8571428569999999, NA, 4.1500000000000004, 
    6.7513611620000002, NA, NA, NA, 5, NA, NA, 8.1458333330000006, 
    6.8279569889999996, 2.9166666669999999, 2.3628691979999998, 
    2.8205128209999999, 3.3991228069999999, NA, NA, NA, 1.923076923, 
    7.7853881280000001, NA, 5.923076923, NA, 5.0877192979999997, 
    4.7463768120000003, NA, NA, 5.3455284550000002, 5.8333333329999997, 
    4.0196078430000002, 6.875, 6.3417190779999997, 6.2103174599999997, 
    5.8333333329999997, 7.010233918, 3.2870370370000002, 1.6919191920000001, 
    5.407407407, NA, 8.1615120270000006, 2.592592593, 6.6880341879999996, 
    4.3532338309999998, 4.3939393940000002, 2.5, 5.1476793250000004, 
    4.6022727269999999, 4.2507645260000002, 7.7848101270000001, 
    NA, 3.245614035, 6, 5.0308641979999997, NA, 2.5900900899999999, 
    NA, 5.6993006990000001, NA, 5.4494382019999996, 4.5662100460000001, 
    4.1421568630000003, 2.8522336770000001, NA, 4.5035460990000002, 
    4.8188405799999998, 5.7520325200000002, NA, 5.7058823529999998, 
    5.4385964910000002, NA, NA, 4.255319149, 4.9217002240000003, 
    5.271317829, 5.0483091790000003, NA, NA, 5.5050505049999998, 
    NA, 5.1296296300000002, 3.5943775100000002, 3.2575757580000002, 
    7.3913043480000002, 7.095238095, 3.2375478929999999, 3.4353741499999999, 
    6.3141025639999997, 5.3271028039999999, 4.5625, NA, 3.7908496729999999, 
    2.3507462690000001, NA, NA, 6.7840375589999997, 2.4183006539999998, 
    NA, 2.9273504269999999, 5.9068627449999997, NA, NA, 6.0035842290000003, 
    NA, 5.1028806580000001, 6.901408451, 4.6244131460000002, 
    7.6666666670000003, 3.308457711, 4.4945355190000003, NA, 
    NA, 3.9523809519999999, 5.744680851, 2.804878049, 5.2688172040000003, 
    4.615384615, 3.908045977, 7.6140350879999996, 5.8597883599999996, 
    4.7079037799999996, 5.534591195, 7.3508771929999996, NA, 
    5.2607709749999998, NA, 4.4936708860000003, NA, NA, 3.5493827160000002, 
    4.5977011489999997, 5.0602409640000001, 5.348484848, 4.5614035089999998, 
    5.0456621000000004, 5.5813953490000001, 4.140625, 7.788461538, 
    2.592592593, 4.6544715449999998, 5.733333333, 7, 2, 5.2962962960000004, 
    3.0054644810000002, NA, 3.6827956990000001, 3.5648148150000001, 
    3.172043011, 4.4565217390000003, 5.7042253519999999, NA, 
    6.6203703699999998, 2.8282828279999999, NA, 5.957854406, 
    3.3734939759999998, NA, 3.2575757580000002, 3.737373737, 
    4.2767295599999997, 4.7777777779999999, 2.8571428569999999, 
    NA, 4.1500000000000004, 6.7513611620000002, NA, NA, NA, 5, 
    NA, NA, 8.1458333330000006, 6.8279569889999996, 2.9166666669999999, 
    2.3628691979999998, 2.8205128209999999, 3.3991228069999999, 
    NA, NA, NA, 1.923076923, 7.7853881280000001, NA, 5.923076923, 
    NA, 5.0877192979999997, 4.7463768120000003, NA, NA, 5.3455284550000002, 
    5.8333333329999997, 4.0196078430000002, 6.875, 6.3417190779999997, 
    6.2103174599999997, 5.8333333329999997, 7.010233918, 3.2870370370000002, 
    1.6919191920000001, 5.407407407, NA, 8.1615120270000006, 
    2.592592593), ef_regulation_business_start = c(9.713863752, 
    9.2430697930000001, 8.6646271479999992, 9.1223567909999996, 
    9.8464715869999999, 9.9126055439999998, 9.2330988260000009, 
    9.8370175680000003, 9.1666829369999991, 9.6758308359999994, 
    9.1414280419999994, 9.4399180820000002, 9.8336146610000004, 
    9.7580300920000003, 8.2598346140000007, 9.6718142880000002, 
    9.5748342009999998, 7.9920149150000004, 7.7986990609999998, 
    8.4558533429999994, 7.4021633859999998, 9.5882384389999995, 
    9.2510144079999996, 9.1143289060000008, 9.5158324840000006, 
    6.0210081359999998, 9.0417695009999992, 9.9477734160000004, 
    9.4860493770000005, 6.2060902349999996, 6.1950078480000004, 
    9.792395677, 9.2605187400000002, 9.5007556290000004, 9.4436551229999992, 
    7.6054853040000001, 9.1903400739999999, 9.593380797, 9.6592708940000005, 
    9.6776454340000004, 9.7013467470000005, 9.8415815169999998, 
    9.2082713760000008, 8.2171504039999999, 9.4580272409999999, 
    9.0286460959999992, 9.8228808060000006, 8.3362963279999995, 
    8.5418132530000008, 9.5202816979999998, 9.8805890119999997, 
    8.8596260480000009, 7.8529141950000003, 9.9097057720000006, 
    9.5376445840000006, 9.3623669560000007, 9.5766835270000001, 
    8.8575701159999998, 9.0056376720000006, 8.3178496549999998, 
    9.3207586619999994, 4.7455033889999996, 9.1499506499999992, 
    9.9404202900000005, 9.5755619339999996, 9.5906080560000007, 
    8.8904412570000009, 9.1459194369999999, 9.5050457700000006, 
    8.6360663189999993, 9.8378164469999998, 9.5821873269999998, 
    9.6479813619999995, 9.8535289689999992, 9.5306148180000001, 
    9.3452574310000003, 9.7086998730000005, 8.9233192540000008, 
    9.718568673, 8.7216386939999992, 9.6577753029999993, 7.8181267329999997, 
    9.8050010360000002, 8.9398839799999994, 8.9906361889999999, 
    9.6429806970000005, 8.4250783899999995, 9.7543313769999997, 
    9.3948566620000005, 9.7748338300000004, 9.3678078710000001, 
    8.3468891480000007, 9.3509700450000004, 9.0960390889999996, 
    9.4074465420000006, 9.60516462, 9.8134046089999991, 9.5524852150000008, 
    9.7810923320000001, 9.6651284289999992, 9.6640779820000002, 
    9.6278154869999995, 9.2015550640000008, 9.1305394769999992, 
    7.7682084319999998, 9.2101660269999996, 9.8417224890000004, 
    9.9808403939999994, 8.8647764939999991, 9.6500109310000006, 
    9.0923589339999999, 9.8467430609999997, 9.7498746799999996, 
    9.3598767519999999, 9.7480253539999993, 8.5665208370000006, 
    8.4602932010000007, 9.0465172480000007, 8.9277310530000005, 
    8.6542547990000003, 9.8178579619999997, 9.6414712930000004, 
    9.6099605819999994, 9.6650781160000001, 9.4034347010000001, 
    9.3522720590000006, 9.4377687740000002, 9.799748803, 8.8368120319999992, 
    9.2675564900000005, 9.9147064369999995, 9.5318482670000009, 
    9.6460557419999997, 8.5571551719999999, 9.4923824200000002, 
    9.6026047689999992, 8.5393724389999992, 6.2662827569999999, 
    8.8662472559999994, 9.7342407120000001, 9.5724005519999995, 
    9.1453646150000001, 9.6588257500000001, 9.4450819599999996, 
    8.6528955270000001, 9.7907979189999992, 8.8259943219999997, 
    9.0113333719999993, 9.6554228430000002, 9.599497607, 9.6318630939999998, 
    8.8786531859999993, 9.7834889700000005, 9.5870996379999998, 
    9.8559256059999996, 9.8091525090000005, 9.5555420640000008, 
    3.3333333330000001, 9.2273572710000007, 7.9312522269999999, 
    9.3686067509999997, 6.8915003239999999, 9.733822237, 9.2430697930000001, 
    8.5585320439999997, 9.1018951710000007, 9.862479853, 9.9126055439999998, 
    9.2825367120000006, 9.8902945990000006, 9.1666829369999991, 
    9.6720906939999995, 9.2307160009999993, 9.4388676349999994, 
    NA, 9.7636770720000001, 8.2595067639999993, 9.6707638409999994, 
    9.4798350520000003, 7.9909644689999997, 7.7331832619999998, 
    8.4548028970000004, 7.4000624930000001, 9.5189531420000009, 
    9.2499639610000006, 9.1049417839999993, 9.725921799, 6.1557416900000002, 
    8.7143785860000005, 9.9477734160000004, 9.4934025030000004, 
    5.2711889899999997, 6.3269560990000002, 9.8165559489999996, 
    9.0673691020000007, 9.6330677199999997, 9.3240290370000007, 
    7.4540225539999998, 9.1840373940000006, 9.5665308299999996, 
    9.6155999689999998, 9.6797463270000002, 9.6519757580000007, 
    9.8562783839999994, 9.2448723059999995, 8.2266044229999995, 
    9.7141594960000006, 9.0680157539999993, 9.8215694070000001, 
    7.753124358, 8.5313087880000005, 9.5196259990000005, 9.8805890119999997, 
    8.2135517629999999, 7.8844275919999998, 9.8787396869999995, 
    9.5360053340000004, 9.3382735819999994, 9.5606752610000001, 
    9.0661298319999997, 8.8830831799999999, 8.3707927299999998, 
    9.3113046429999997, 4.5399503460000004, 9.1520515440000008, 
    9.9456725230000007, 9.5521308949999995, 9.8420166190000007, 
    9.0226085440000006, 8.9990017210000008, 9.4921888429999992, 
    NA, 9.8378164469999998, 9.5811368800000007, 9.6458804689999997, 
    9.6346654780000005, 9.5626313500000002, 9.3641654689999996, 
    9.7086998730000005, 9.0739920709999993, 9.718568673, 7.9681301009999999, 
    9.6588257500000001, 7.8065718210000004, 9.8081523760000007, 
    8.9598358299999994, 8.9864344030000005, 9.6805010290000002, 
    8.4093952240000007, 9.7510528789999995, 9.389938914, 9.9349164900000009, 
    9.2234377330000008, 8.3720998659999992, 9.3425664719999997, 
    9.0677439290000006, 9.0341031940000001, 9.5400811099999991, 
    9.7729845040000001, 9.5440816420000001, 9.7427731210000008, 
    9.7921441100000006, 9.6640779820000002, 9.6128576680000002, 
    9.2026055109999998, 9.1594046700000007, 7.7661075390000001, 
    9.1815524019999994, 9.8246637769999996, 9.9808403939999994, 
    8.8694814149999992, 9.1821220700000001, 8.8675449589999999, 
    9.8470709109999994, 9.7498746799999996, 9.2934470509999993, 
    9.7469749070000002, 8.5234525269999999, 8.4613436479999997, 
    9.0635759599999997, 8.9274032040000009, 8.6525486530000002, 
    9.8338662279999998, 9.6467235250000005, 9.5928255870000001, 
    9.6757335219999998, 9.3624672839999992, 9.4286589139999997, 
    9.1338618650000001, 9.7076052490000002, 8.8347111389999995, 
    9.3615493690000005, 9.9136559910000006, 9.5608472540000005, 
    9.6427772439999995, 8.6211882360000001, 9.4889701280000001, 
    9.5836967309999999, NA, 6.2284666800000004, 8.8641463629999997, 
    9.7329293129999996, 9.5727284019999992, 9.0627331850000008, 
    9.6577753029999993, 9.1191612739999997, 8.9417241579999995, 
    9.1142489629999996, 8.8538615580000002, 8.9485139040000004, 
    9.6575237359999999, 9.5984471599999992, 9.5861786210000002, 
    8.7778544919999995, 9.8346651079999994, 9.5913014239999992, 
    9.8548751600000006, 9.8091525090000005, 9.5555420640000008, 
    5.2338575399999998, 9.1832826920000006, 7.8398633750000002, 
    9.3738589839999999, 5.834363282, 9.7146626309999995, 9.1677981249999991, 
    8.5490907539999998, 9.0901528389999999, 9.8934459389999994, 
    9.9126055439999998, 9.2495366299999997, 9.8913450449999996, 
    8.9730301650000008, 9.0818443529999993, 9.2296655540000003, 
    9.3491207190000001, NA, 9.8944963850000001, 9.7651222650000005, 
    8.1954295229999996, 9.1196226300000003, 7.7909648389999999, 
    7.6076283169999996, 8.4558533429999994, 7.3027108829999996, 
    9.5391631950000004, 9.4163493000000003, 9.0334036229999999, 
    9.7311740320000002, 6.3088484620000003, 8.7054636290000005, 
    9.9477734160000004, 9.5243685879999997, 5.3820083280000004, 
    5.8395025709999997, 9.8165559489999996, 8.9873277730000005, 
    9.5690346559999995, 9.3052852210000001, 7.4953945820000003, 
    9.1150036649999997, 9.5700100189999997, 9.4939288239999993, 
    9.615713263, 9.4493721009999998, 9.8549669850000008, 9.2330028150000008, 
    8.1520668930000006, 9.6556302330000001, 9.0146624410000005, 
    9.8175683110000005, 8.1369126299999994, 7.9192960299999999, 
    9.5189702989999994, 9.8635303000000008, 8.2031810919999995, 
    7.7121543539999999, 9.9034030919999996, 9.5337772829999992, 
    9.3401135219999993, 9.5606752610000001, 9.0857416959999995, 
    8.8684438249999999, 8.1253371120000004, 9.3092037489999999, 
    4.3679446960000003, 9.1098379470000008, 9.9393698429999997, 
    9.606850369, 9.8212846620000001, 8.9297102880000008, 8.1589374590000006, 
    9.4913899639999997, NA, 9.8057999159999998, 9.5480699019999999, 
    9.6789474470000005, 9.8514280759999995, 9.5946478820000003, 
    9.3983591769999997, 9.8388668940000006, 8.7967625300000005, 
    9.7196191190000008, 8.9564435539999998, 9.6577753029999993, 
    7.6113212900000002, 9.8081523760000007, 9.0537540409999995, 
    8.9738290440000004, 9.6794505819999994, 8.4834152120000006, 
    9.8816394590000005, 9.3125911660000007, 9.9669330219999992, 
    9.1247399330000007, 7.8946939870000001, 9.8015539520000008, 
    8.0792711239999999, 8.9865494259999998, 9.5495351290000006, 
    9.7868918770000004, 9.6102659119999991, 9.8267646699999993, 
    9.7921441100000006, 9.6651284289999992, 9.584244043, 9.2330684610000002, 
    8.5638014620000007, 7.7703093259999996, 9.1573921309999999, 
    9.8236133300000006, 9.9808403939999994, 8.8253626589999996, 
    8.6554269210000001, 8.6808992539999998, 9.8467430609999997, 
    8.8449449869999999, 9.2929439160000005, 9.7417226750000001, 
    8.1213965530000003, 8.4602932010000007, 9.0646264070000004, 
    8.8915796319999991, 8.8739746799999999, 9.8968488459999993, 
    9.4726590549999994, 9.7208917140000004, 9.6522715029999997, 
    9.2461634589999999, 9.3486175849999995, 9.123029549, 9.5464721430000008, 
    8.8263075660000005, 9.2155372960000008, 9.9136559910000006, 
    9.5554009650000005, 9.6708595769999999, 8.5240881930000008, 
    9.4532134540000001, 9.4834011720000007, NA, 6.2518280720000003, 
    8.7923881460000004, 9.7312900639999995, 9.5781746900000009, 
    9.1168141160000005, 9.6577753029999993, 9.4219721360000008, 
    8.9784897879999992, 9.0523167919999992, 9.1952870309999994, 
    8.7488233540000007, 9.6244567570000008, 9.6068507329999999, 
    9.5494383979999995, 8.7185263489999993, 9.7695815970000002, 
    9.6787400570000006, 9.8548751600000006, 9.8091525090000005, 
    9.5607942969999993, 5.7349205559999996, 9.3081974800000005, 
    8.0050350540000004, 9.4069259620000008, 5.942011967, 9.7508809490000008, 
    9.1010753649999998, 6.52403741, 9.0268048299999997, 9.8934459389999994, 
    9.9126055439999998, 9.2478973809999996, 9.8073534969999994, 
    9.1404659499999994, 9.0733202570000007, 9.1992026039999999, 
    9.3438684859999999, NA, 9.7597428740000005, 8.1884042469999994, 
    9.0089978899999998, 9.4094993089999992, 7.749456747, 8.5682580670000004, 
    8.0685036209999996, 7.2782487309999997, 6.6570838349999999, 
    9.4152988529999995, 8.1028187250000006, 9.6991575000000001, 
    5.2153885019999997, 8.6466917040000002, 9.8357155540000001, 
    9.529620821, 4.9305949919999996, 5.6781954429999999, 9.8165559489999996, 
    8.9852268790000007, 9.5690346559999995, 7.5333523409999996, 
    7.4895535459999998, 9.1108018790000003, 9.5546480680000005, 
    9.3957783349999993, 9.6115114770000005, 9.3076501680000003, 
    9.7742699549999994, 9.057176728, 7.9595005580000002, 9.6472266599999994, 
    8.9880734269999998, 9.7802392850000004, 8.0427181020000003, 
    7.8746741389999997, 9.5172641529999993, 9.8464715869999999, 
    8.1994072300000003, 7.7893842659999999, 9.9002517529999992, 
    9.3259507480000003, 9.3409030160000004, 9.5606752610000001, 
    9.0753710250000008, 7.5123435599999997, 7.8699160900000003, 
    9.2708845380000007, 4.2452431380000002, 9.1043916589999991, 
    9.9052524179999999, 9.5756913640000008, 9.8162331199999997, 
    8.5980069950000004, 7.9811011570000003, 9.5832377740000005, 
    NA, 9.8047494690000008, 9.5470194549999992, 9.6918043740000002, 
    9.4567252269999997, 9.5786396160000002, 9.3910060509999997, 
    9.6745824480000007, 8.5909633559999996, 9.7196191190000008, 
    8.7449201480000003, 9.7186570270000008, NA, 9.5619772750000003, 
    8.8368347689999993, 8.9727785969999996, NA, 8.5595692710000009, 
    9.8805890119999997, 9.3129190160000004, 9.9296642570000007, 
    9.6020574570000008, 7.7949015619999997, 9.7482769210000004, 
    7.8415749200000002, 8.7749627790000009, 8.4160570379999999, 
    9.7858414309999997, 9.6029127859999992, 9.7595802660000004, 
    9.6352127900000006, 9.6630275359999995, 9.5511770640000009, 
    9.4041587209999999, 2.7238301620000001, 7.7493003939999996, 
    9.1174751609999998, 9.8194115439999994, 9.9808403939999994, 
    8.8075050669999992, 7.1010383099999999, 8.6819497000000005, 
    9.8140708300000004, 9.0743193489999996, 9.2908430230000008, 
    9.7406722279999993, 8.0993371750000005, 8.4602932010000007, 
    9.0709290859999996, 8.7252611899999994, 8.8636709059999994, 
    9.8957983990000002, 9.4680022600000004, 9.719513418, 9.6288094839999996, 
    9.2425089850000006, 9.3016432330000001, 9.0754244259999997, 
    9.5443712499999993, 8.6709740049999997, 9.217682366, 9.9136559910000006, 
    9.5531060159999992, 9.6633190310000003, 9.3885345539999996, 
    9.4902212660000007, 9.4303757079999997, NA, 6.1919526170000001, 
    8.7934385919999993, 9.4405184779999995, 9.5755518909999999, 
    8.5404413770000005, 9.6567248560000003, 8.5066012050000008, 
    8.9175638859999999, 9.0502158989999995, 9.2586748009999997, 
    8.5600171940000003, 9.6244567570000008, 9.6036993929999994, 
    9.5799494749999994, 8.2989833859999997, 9.3150474709999997, 
    9.6776896109999999, 9.8047494690000008, 9.8081020629999998, 
    9.5460880439999993, 6.1424938259999999, 8.8557642469999998, 
    8.0228926460000007, 9.4568000859999994, 5.914700356, 9.6342813790000008, 
    8.9755662750000003, 6.4488066389999998, 8.9718603940000001, 
    9.8603789600000002, 9.9126055439999998, 8.9924530459999996, 
    9.7653798110000007, 9.1383650569999997, 8.9594894669999992, 
    9.4547875470000005, 9.3480702729999994, NA, 9.7576419810000008, 
    8.1049158329999997, 7.3745103060000003, NA, 7.6731688939999998, 
    8.5634674779999997, 8.0664027279999999, 6.6183461240000003, 
    6.6623360680000001, 9.4131979599999998, 8.1124601639999998, 
    9.6560891899999994, 4.9981494389999996, 8.5762443449999992, 
    9.8357155540000001, 9.5380243940000007, 6.2451386270000002, 
    5.2331228699999999, 9.8165559489999996, 8.6660669450000007, 
    9.4409685289999992, 3.925061065, 5.9616854930000001, 9.1318108099999993, 
    8.7384843369999992, 9.6461762140000005, 9.6146628159999992, 
    9.1928253079999998, 9.7434520710000001, 9.0751559789999998, 
    7.945189053, 9.6419744269999992, 8.9845942369999996, 9.7085987780000007, 
    7.8643556050000001, 7.8683714599999997, 9.5172641529999993, 
    9.7824385239999998, 8.2045925660000005, 7.304625261, 9.8992013060000001, 
    9.4863892990000007, 9.3747179979999995, 9.5034480109999997, 
    8.8240118499999998, NA, 8.0401967719999998, 9.2294139869999992, 
    4.0501945609999996, 9.0260830809999995, 9.9115550979999991, 
    9.7187610509999995, 9.7931393159999995, 8.2308472140000006, 
    8.121642735, 9.4538602469999997, NA, 9.6766833410000004, 
    9.5087002439999999, 9.6266081109999995, 9.7406722279999993, 
    9.2168528050000003, 9.381552031, 9.6094989379999998, 8.5742003879999995, 
    9.6705438749999999, 8.7085210449999995, 9.7155056870000003, 
    NA, 9.5798348660000006, 8.7944956909999998, 8.9517696660000006, 
    NA, NA, 9.7824385239999998, 9.3195429090000008, 9.9160084509999997, 
    9.608360137, 7.4577523890000004, 9.7280668689999992, 7.8743129129999998, 
    8.6169810130000002, 7.876670141, 9.7700847320000008, 9.6009628340000006, 
    9.6926043249999996, 9.6320614510000002, 9.6640779820000002, 
    9.5480257250000005, 9.3873515760000004, 2.505337275, 7.732493249, 
    9.0922644429999995, 9.8173106509999997, 9.9808403939999994, 
    8.0385609900000006, 6.8839198220000002, 8.4911267549999998, 
    9.7423567900000005, 9.0308280730000003, 9.2184063869999999, 
    9.7322686550000004, 8.1665657550000006, 8.4151239980000003, 
    9.093491599, 8.6679067819999993, 8.8479811040000005, 9.8947479529999995, 
    9.4710198059999993, 9.7003538119999995, 9.5021620179999999, 
    9.8897472870000005, 9.2911387679999997, 8.5026641279999993, 
    9.5561777299999999, NA, 9.1525546779999996, 9.9136559910000006, 
    9.3286624430000007, 9.6633190310000003, 9.3885345539999996, 
    9.1703168999999995, 9.5285261969999997, NA, 5.5340243070000001, 
    8.4910866879999993, 9.4395349280000005, 9.3187639369999999, 
    8.725964029, 9.6556744099999996, 8.674540125, 8.8765964700000008, 
    9.0491654530000005, 6.5113506829999999, 6.8427471430000004, 
    8.7909764819999996, 9.5984471599999992, 9.6312179160000007, 
    8.152971312, 9.3139970250000008, 9.6766391639999991, 9.6126502780000003, 
    9.8241606420000007, 9.5534411699999993, 6.292707686, 8.8305535299999995, 
    8.0249935390000005, 9.5103728610000005, 5.6352815679999999, 
    9.6397851800000005, 8.9833075119999997, 6.635054083, 9.0196778020000004, 
    9.7176065810000001, 9.9286138099999999, 8.9871405509999995, 
    9.7197074739999998, 8.8992915139999997, 8.9507713160000009, 
    9.1280238039999997, 9.3480702729999994, NA, 9.7576419810000008, 
    8.0460908250000003, 6.9684411009999998, NA, 7.6145633479999999, 
    8.5634674779999997, 8.0301844090000003, 6.6162452309999997, 
    6.6539324960000004, 9.4121475140000008, 7.9319155219999997, 
    9.5516360220000003, 6.1294587800000002, 8.5919208749999996, 
    9.8357155540000001, 9.3791769659999993, 6.0265843940000003, 
    4.9442755209999998, 9.6965976489999992, 8.6404277609999998, 
    9.5071024860000009, 5.1524197550000004, 5.8218505939999998, 
    7.9592571769999996, 7.0046796379999998, 9.5912367350000007, 
    9.6136123700000002, 9.1761613420000003, 9.7264602549999992, 
    9.0483286679999999, 7.878237446, 9.6687387260000008, 8.9556527629999998, 
    9.6866223179999995, 7.281823868, 7.8909339730000001, 9.518314599, 
    9.7664302579999998, 7.9176158839999999, 7.4684949270000001, 
    9.8960499659999996, 9.4682801399999992, 9.4073714580000001, 
    9.3524812419999996, 8.1455533070000001, NA, 8.1604303159999994, 
    9.2136572880000003, 3.5872383210000001, 9.0181411520000001, 
    9.8839919189999996, 9.7156097110000008, 9.7707012120000005, 
    8.1531136259999997, 8.1190746980000004, 9.5474810990000005, 
    NA, 9.6766833410000004, 9.285634967, 9.6027756899999996, 
    9.7055043560000005, 9.1848362730000002, 9.47083999, 9.3853832149999992, 
    8.5510905640000008, 9.6225190769999998, 8.7780252109999992, 
    9.6504221769999994, NA, 9.4635752190000009, 8.8926488670000001, 
    9.0950451799999996, NA, NA, 9.2454974510000003, 9.3032067939999994, 
    9.9160084509999997, 9.6304195149999998, 7.8721314739999997, 
    9.6492833759999996, 7.7502491950000003, 8.6209312320000002, 
    7.8166537150000002, 9.7732360719999996, 9.6057561089999997, 
    9.6234528229999992, 9.5905909000000005, 9.6630275359999995, 
    9.4529823979999996, 9.3768471099999999, NA, 7.6925762789999999, 
    8.7248732059999998, 9.6243867470000009, 9.9637816820000005, 
    7.6946060029999996, 6.3928913659999997, 8.2769681849999994, 
    9.7403227940000008, 8.9851231509999998, 9.2236586200000001, 
    9.6834449780000007, 8.2242961399999999, 8.3878123870000003, 
    9.0562228339999997, 8.6415372300000008, 8.7815861940000008, 
    9.815757069, 9.461374481, 9.6477993780000002, 9.3981035970000004, 
    9.8587812019999994, 9.2751305019999997, 8.5329745139999993, 
    9.5349172309999997, NA, 8.7712425720000002, 9.8976477250000006, 
    9.398995437, 9.6639747309999997, 9.3885345539999996, 9.0108899400000002, 
    9.5752489809999997, NA, 5.5004100170000001, 7.952605191, 
    9.4392070789999991, 9.3154185409999997, 9.0179715219999999, 
    9.6546239630000006, 8.9469322130000002, 8.8713442370000006, 
    9.0011406550000004, 6.54492516, 6.3305195809999999, 8.679969066, 
    9.6047498400000002, 9.6739987299999992, 8.1377619259999996, 
    9.2798795999999992, 9.6808409500000003, 9.5764319590000007, 
    9.7931945569999996, 9.5206257589999996, 6.3756929659999999, 
    8.8200490640000009, 7.9640676380000004, 9.1763001689999992, 
    5.9945342960000003, 9.535287834, 8.9721606180000002, 6.4909488470000003, 
    9.0353543320000007, 9.7134047940000006, 9.9286138099999999, 
    8.8784319709999995, 9.7155056870000003, 8.9160986589999993, 
    8.8527442149999995, 9.0702492429999992, NA, NA, 9.7553470319999995, 
    8.0534439510000002, 6.5776102229999998, NA, 7.4420291570000003, 
    8.4443749550000007, 8.0280835160000006, 6.6099425519999997, 
    6.642377583, 9.4079457269999995, 7.8588586349999998, 8.3248469549999999, 
    6.0236378999999998, 8.4421614819999995, 9.8357155540000001, 
    9.3413807959999993, 5.9992871890000004, 4.5656458569999998, 
    9.7223115020000002, 8.4174449229999997, 9.4677328280000008, 
    4.5855920939999999, 5.4831783310000004, 7.9624085170000001, 
    6.9255677530000002, 9.6403025939999996, 9.6062592440000003, 
    9.1707819510000004, 9.7259383499999998, 9.0178922589999999, 
    7.8904480579999996, 9.7170592689999999, 8.9721320579999997, 
    9.6769808790000003, 8.4840148509999995, 8.2955939749999992, 
    9.5173310499999992, 9.7664302579999998, 7.8747615370000004, 
    6.9705832509999999, 9.8907977339999995, 9.4714314789999996, 
    9.4160426190000006, 9.3939451569999992, 8.1907933560000004, 
    NA, 7.8815915260000002, 9.0142049709999998, 3.2901023700000001, 
    9.0054755320000002, 9.8839919189999996, 9.7602984989999992, 
    9.7639435240000001, 8.0894482249999999, 8.2184481050000002, 
    9.7016558259999996, NA, 9.5795832989999994, 8.8652182659999994, 
    9.584262399, 9.7002521230000003, 9.1848362730000002, 9.4697895439999993, 
    9.3832823209999994, 8.5463856430000007, 9.6225190769999998, 
    8.7274694390000001, 9.6430690509999994, NA, 9.4604238790000004, 
    8.8912705699999997, 8.4210583460000006, NA, NA, 9.149181403, 
    9.3022232440000003, 9.8787396869999995, 9.6167637090000007, 
    7.7964993209999998, 9.6356275710000006, 7.6513126189999996, 
    NA, 7.7863511010000002, 9.7700847320000008, 9.5666618109999995, 
    9.5838034410000006, 9.4352961939999993, 9.6609266429999998, 
    9.4158015729999995, 9.4608828359999997, NA, 7.7062320849999999, 
    8.6786535570000005, 9.5208568660000008, 9.9637816820000005, 
    7.6179234029999998, 6.3387093400000003, 8.1698226349999992, 
    9.6933733699999998, 8.8205358989999993, 9.2100028139999992, 
    9.6398735339999995, 8.2032872080000008, 8.3836106010000009, 
    9.0425670290000006, 8.6617378970000001, 8.7478447450000001, 
    9.815757069, 9.3187906569999992, 9.5176323580000002, 9.013249514, 
    9.8545794149999999, 9.7779409929999996, 8.4600785050000002, 
    9.4821792630000008, NA, 8.6357349639999992, 9.8965972779999998, 
    9.3362737720000002, 9.6649582800000005, 9.3885345539999996, 
    9.0108899400000002, 8.8300503950000007, NA, 5.4570138579999998, 
    7.8987045650000001, 9.4675503649999992, 9.3134514419999999, 
    8.985494482, 9.6535735169999999, 8.8818045259999998, 8.7689919619999994, 
    9.0063928880000006, 5.9098244439999998, 3.8607875410000001, 
    8.6138351100000001, 9.6036993929999994, 9.6617278570000007, 
    8.0238105609999995, 9.1794822880000009, 9.5249600769999994, 
    9.5764319590000007, 9.7931945569999996, 9.5143230800000005, 
    6.3925001110000004, 8.4799252599999999, 8.7355273889999996, 
    9.1358800650000003, 5.5543971819999998, 9.6634423159999994, 
    8.9833152829999996, 6.0165550139999997, 9.0095548119999993, 
    9.4871881780000002, 9.9286138099999999, 8.8748256229999996, 
    9.7113039010000008, 8.9118968729999999, 8.8071061910000008, 
    9.0418871850000002, NA, NA, 9.7509511900000003, 8.0881086880000002, 
    6.4691504599999998, NA, 7.332127013, 7.9531675030000004, 
    8.0238817299999994, 6.5899840669999996, NA, 9.4068952810000006, 
    7.6641351450000004, 7.6172435600000004, NA, 8.2250412639999997, 
    9.8357155540000001, NA, 5.3601119959999997, 3.9475015189999998, 
    9.2242059310000002, 8.3482553369999994, 9.3973529070000001, 
    3.977277988, 5.0709200970000001, 7.9687111960000001, 6.6570374660000002, 
    9.6406304439999992, 9.6115114770000005, 9.1606722319999996, 
    9.7226598509999995, 8.9847661550000009, 7.8485639889999996, 
    9.709706143, 8.9731825050000005, 9.6716683840000002, 8.3582344020000008, 
    8.2772332479999999, 9.5143135040000004, 9.7664302579999998, 
    7.8057864549999998, NA, 9.8514280759999995, 9.4693305859999999, 
    9.3664974809999997, 9.1011329399999994, 8.2202793920000001, 
    NA, 3.3802934310000001, 8.8430705340000006, 4.3718550150000004, 
    8.9985840499999998, 9.7868918770000004, 9.7523565699999999, 
    9.7764150890000003, 7.8590377719999998, 8.0868851530000008, 
    9.6992270830000002, NA, 9.5795832989999994, 8.8662687130000002, 
    9.5804553590000001, 9.6892445229999993, 9.1848362730000002, 
    9.0566007929999994, 9.3811814279999997, 8.5411334100000005, 
    9.3973529070000001, 8.5946337649999993, 9.6409681579999997, 
    NA, 9.4198506670000004, NA, 8.4068806350000003, NA, NA, 9.1478700039999996, 
    9.2915982550000003, 9.8776892400000005, 8.8269812269999992, 
    7.6126711699999996, 9.2718908070000001, 7.9008185309999996, 
    NA, 7.6876666739999999, 9.7679838389999993, 9.5524840999999991, 
    9.5263218740000006, 9.3967370720000005, 9.6598761960000008, 
    9.4131118770000004, 9.4377730119999992, NA, 7.6925762789999999, 
    8.5179794080000004, 9.5121989760000005, 9.9637816820000005, 
    7.5128787460000002, 6.2001698310000002, 8.1786851649999992, 
    9.691406271, 8.6356179550000007, 9.2152550469999994, 9.6036552159999999, 
    8.1812278299999992, 8.3006253220000001, 8.9926929050000002, 
    8.4454154859999999, 8.7434489030000009, 9.6278249880000004, 
    NA, 9.6495724220000003, 8.9954588199999996, 9.8115111059999993, 
    NA, 8.4086159449999993, 9.481128816, NA, 8.4529572599999998, 
    9.8965972779999998, 9.3949943410000003, 9.6603683829999998, 
    9.2326095039999991, 8.2923458409999995, 8.8226972690000007, 
    NA, NA, NA, 9.4652554159999998, 9.2484348290000007, 8.0193701760000007, 
    9.4766837119999998, NA, 8.7469325839999996, 8.9166459709999994, 
    NA, 4.1316139119999997, 8.6148855560000008, 9.5952958210000006, 
    9.5947668640000003, 8.2079651370000004, 9.0642637019999999, 
    9.4525234410000003, 9.5764319590000007, 9.7931945569999996, 
    7.4766874200000002, 6.3494318009999997, 8.4641685609999993, 
    NA, 9.1306278320000001, 5.1982957929999998, 9.6613414229999997, 
    9.0028657499999998, 6.1405746060000004, 9.0104968710000009, 
    9.4924404110000005, 9.9275633639999992, 8.8794824170000002, 
    9.6493717300000004, 8.9181995529999991, 9.0666361020000004, 
    8.2110109369999993, NA, NA, 9.7526573360000004, 8.0597466309999994, 
    6.4206557679999996, NA, 7.3489341579999996, 7.8153382770000004, 
    8.0249321770000002, 6.5941858529999999, NA, 9.3379799180000003, 
    7.6195409319999996, 7.3829939739999997, NA, 7.0397097659999996, 
    9.8357155540000001, NA, 5.0605661250000002, 4.5318715709999999, 
    9.0630728250000008, 8.3347610040000006, 9.2252122009999997, 
    3.3333333330000001, 7.5903769429999999, 7.8689187719999998, 
    6.6473291290000001, 9.1634669080000002, 9.6041583510000006, 
    9.3231167369999994, 9.681350772, 9.2099586369999997, 7.5201715179999997, 
    9.6067623780000009, 9.0396884889999995, 9.6819655230000006, 
    7.8989842220000002, 8.2614765499999994, 9.5187093459999996, 
    9.7664302579999998, 7.8691814539999996, NA, 9.8650838810000003, 
    9.3743314370000004, 8.6222046740000007, 9.2070273530000009, 
    8.5175731189999997, NA, 0.77643246799999999, 8.5668914399999991, 
    4.1992605620000001, 8.9981893030000002, 9.7889927700000001, 
    9.7544574629999996, 9.7566036690000004, 7.653723555, 7.6101656259999997, 
    9.6682609979999992, NA, 9.5806337460000002, 8.8673191599999992, 
    9.4600033099999994, 9.6881940760000003, 9.1848362730000002, 
    8.9985719139999993, 9.2653160490000008, 8.5280249159999997, 
    9.3973529070000001, 8.6748298160000008, 9.5931949270000008, 
    NA, 9.4191214349999992, NA, 8.3967040189999995, NA, NA, 9.040398154, 
    9.1474530789999999, 9.8456727080000004, 9.7013025699999993, 
    7.616872957, 9.5228150070000002, 7.4857681290000002, NA, 
    7.5505452750000002, 9.7648324990000006, 9.4317042010000005, 
    9.5689285399999999, 9.408017761, 9.5564734750000007, 9.4079934380000001, 
    8.964833982, NA, 7.6726177939999998, 8.4444481479999993, 
    9.4590518540000001, 9.9637816820000005, 7.5780064329999997, 
    6.196824436, 8.2017949889999997, 9.6946178730000003, 8.6956946429999995, 
    9.2987434610000008, 9.5076056199999996, 7.991732667, 8.2838181770000006, 
    8.4299627820000005, 8.0208826670000004, 8.7372800179999999, 
    9.6308425329999992, NA, 9.6464210819999998, 9.0052406890000007, 
    9.7978553000000002, NA, 8.3964119680000007, 9.4892045389999993, 
    NA, 8.3678710879999993, 9.8965972779999998, 9.3886982969999995, 
    9.6659418299999995, 9.2336599509999999, 8.2956912359999997, 
    8.7213954400000002, NA, NA, NA, 9.4200121390000007, 9.2521080740000006, 
    5.8442152280000004, 9.2226523500000006, NA, 8.6849562359999997, 
    8.9092928449999995, NA, 3.7601964790000002, 8.6159360029999998, 
    9.5879426950000006, 9.6275916610000003, 8.3130097949999993, 
    8.5713782399999996, 9.454624334, 9.5764319590000007, 9.8005476829999996, 
    7.498746798, 6.4145594890000002, 8.2594640110000004, NA, 
    9.1211135510000005, 3.5930796049999998), ef_regulation_business_bribes = c(4.050195972, 
    3.765515288, 1.945540493, 3.2600436209999999, 4.575152278, 
    7.2388998669999998, 6.4188901190000003, 5.353532672, NA, 
    6.5967449350000003, 2.4887812930000002, 4.3532614230000002, 
    NA, 6.4694088299999999, 6.7245039320000002, 2.7900339760000001, 
    5.7368252279999998, 2.10330488, 3.1498296259999998, 4.829547882, 
    2.9068247880000002, 5.7820121850000001, 3.5175403360000002, 
    3.1145158620000002, 3.3049780530000001, 3.2452686630000001, 
    2.9363354849999999, 6.7778076330000001, 4.4466299610000002, 
    NA, 2.0610657130000001, 5.9645171960000001, 5.8488838669999996, 
    2.9439221619999998, 2.753497163, NA, 4.7435792289999998, 
    3.9802130299999998, 3.2676375310000001, 4.6681321459999996, 
    4.4046394040000001, 7.723445892, 2.2217461869999999, 2.6099118190000001, 
    4.7572926290000002, 2.507218103, 6.8535048969999997, 4.034466664, 
    NA, 8.6199120679999996, 6.287959377, 3.6869292709999999, 
    4.997139851, 5.6175492199999999, 7.0966444009999998, 3.53914229, 
    3.8851559959999999, 3.404629747, 3.210339904, NA, 3.115146765, 
    2.022840897, 3.1831070590000001, 7.6698898470000003, 3.4160378580000001, 
    7.4525760019999998, 5.5650136469999998, 4.8325736920000004, 
    4.2949629619999996, NA, 7.2749727569999996, 6.1211267319999996, 
    3.7922067639999999, 4.041462063, 7.444920142, 5.3275794980000004, 
    4.0407735110000003, 3.5745999409999998, 4.6417234340000002, 
    3.9981164929999999, 3.0347363550000002, 4.8411852120000001, 
    3.9865909820000001, 2.3881260950000001, 3.1171817380000002, 
    3.817766309, 3.1320496520000001, 4.8812586859999998, 7.7796237469999996, 
    5.0492938589999996, 2.53197217, 2.8081909810000001, 6.0225145820000003, 
    2.9044513709999999, 4.5515516600000003, 2.738623182, 4.8246234650000002, 
    2.6424887579999998, 2.6484551829999998, 2.912970761, 4.332862854, 
    4.2572266259999996, 2.7168840570000001, 2.1790410740000001, 
    4.2469850779999998, 2.917892814, 8.0896494390000004, 8.6044170859999998, 
    2.5234007040000002, NA, 2.3746904930000001, 7.7130512400000004, 
    5.9546825090000004, 3.7024521830000001, 3.663416266, 3.2017057659999999, 
    2.4557275779999999, 3.1288143000000002, 2.82720832, 4.6896653969999997, 
    5.5627557830000001, 8.1739846069999995, 3.5220253860000001, 
    4.0411239459999999, 7.2905492780000003, 6.5650387600000002, 
    4.0031110050000001, 3.6073097390000002, 3.477952599, 2.7439006570000002, 
    8.7620314760000007, 3.0175605019999998, 4.7767630419999998, 
    2.8321137030000001, 4.6828799649999997, 3.473064661, NA, 
    4.4853713730000004, 5.0095110739999997, 7.8367577390000003, 
    8.0451739629999999, 4.1326203100000001, 6.5131968660000004, 
    4.9633431029999997, 3.8936212860000001, 4.0485212800000001, 
    3.5116332140000002, NA, 2.9415047959999998, 3.9792108929999999, 
    4.3462716739999996, 2.982398232, 2.936682582, 8.4667584890000001, 
    7.1657955649999998, 6.4877243040000003, 6.2781787720000004, 
    1.522773862, 3.66129295, 2.112554212, 3.1418717699999998, 
    2.6124978470000002, 4.1864876679999998, 3.5985256209999998, 
    2.1665110209999998, 2.595698675, 4.3994616009999996, 6.9653383809999996, 
    6.4607485369999997, 4.5047384130000001, NA, 6.5967446980000002, 
    2.0190555799999998, 4.3532614230000002, NA, 6.8889277959999999, 
    6.7245039320000002, 2.9807733459999999, 5.4948158510000003, 
    2.10330488, 3.194266007, 5.1424766829999999, 2.6814661129999999, 
    5.4552513359999999, 3.596742323, 3.1431920980000001, 2.8854134139999998, 
    3.326822044, 2.966489631, 6.5393527560000004, 4.6959360139999999, 
    NA, 1.9964303080000001, 5.6550555779999998, 5.3985517669999998, 
    3.2059340500000002, 2.7939820289999999, NA, 4.3934136229999998, 
    3.9802130299999998, 3.792285905, 4.2370949570000001, 4.293910253, 
    7.8215464959999998, 2.5388224670000001, 3.2295114869999999, 
    5.1649916720000002, 3.0783067119999998, 6.9298388749999997, 
    4.5266935640000003, NA, 8.6297206000000006, 6.2421364009999998, 
    3.6869292709999999, 4.9212818780000003, 5.9280961149999998, 
    6.6741694770000004, 3.2727574939999999, 3.9979477650000002, 
    3.2487652159999998, 1.766533157, NA, 3.115146765, 2.6729725320000002, 
    3.8900661840000001, 7.4559146289999996, 3.4341705280000001, 
    7.2362975519999999, 5.4616685030000003, 4.5111769500000003, 
    4.1380520130000003, NA, 7.9947662040000003, 5.8154204009999999, 
    3.762135571, 3.7805549809999999, 7.5928529679999999, 5.5007909670000004, 
    4.6369645420000003, 3.137624518, 4.4263374960000004, 4.1384172789999996, 
    2.8684267320000001, 4.5596137460000001, 4.3233353790000004, 
    2.6207254170000001, 3.2981365189999998, 4.6423435890000002, 
    3.1320496520000001, 4.9940394030000004, 7.9187604540000001, 
    5.0492938589999996, 2.6884263700000002, 2.8266563640000002, 
    5.991274615, 3.4105868340000001, 4.6591294699999999, 2.8431670929999999, 
    4.7054710799999997, 2.8243778449999999, 2.4634178800000002, 
    3.1066451160000002, 4.1899179950000001, 4.4613839110000004, 
    2.839376857, 2.1790410740000001, 4.3629251089999999, 2.84687124, 
    7.8581319250000004, 8.3798345770000005, 2.6134620740000001, 
    NA, 2.2142204759999999, 7.9275070679999997, 5.9546825109999997, 
    3.3902058899999998, 3.8952672580000001, 3.2017057659999999, 
    2.4937034580000002, 3.7850274740000001, 3.2738708769999998, 
    4.8660695130000002, 5.385763539, 7.9272324999999997, 3.1689230049999999, 
    3.856231384, 7.557694884, 6.6029232520000001, 4.1043639430000001, 
    3.4937246879999999, 4.4187510899999998, 2.259316922, 8.7460611630000002, 
    2.8837126839999998, 5.0135792620000004, 3.9272912, 4.8024364769999996, 
    3.823447722, NA, 4.4853713730000004, 4.1326203100000001, 
    8.3798776279999991, 8.0018252180000005, 4.1326203100000001, 
    6.3644572100000003, 4.96334331, 3.4593771979999999, 3.9571022669999998, 
    3.5116332140000002, NA, 2.620500496, 4.1084861740000003, 
    4.3462715620000001, 2.9309513049999998, 2.8310125840000002, 
    8.2381842499999998, 7.3047090160000003, 5.9268768209999996, 
    6.479280267, 1.559430205, 3.790585665, 1.787548039, 3.5793979519999999, 
    2.7593954159999998, 3.7720348100000001, 3.3206516590000001, 
    2.1665110209999998, 2.127883738, 4.1032527080000003, 6.5902101420000001, 
    6.1171312599999998, 4.0921595819999999, NA, 6.395968442, 
    2.0374540780000001, 6.0893405019999998, NA, 6.7245039320000002, 
    7.5295727389999998, NA, 5.3808284530000003, 2.9346051809999998, 
    NA, 5.1890634310000001, 2.9749524369999998, 4.0606115640000002, 
    3.7788209109999999, 3.1431920980000001, 2.716644246, 2.9607919119999999, 
    3.306329565, 6.7176252170000001, 4.9158600290000001, NA, 
    2.1226758349999999, 6.0080770030000004, 4.9470069270000003, 
    3.1154678570000001, NA, NA, 4.7248454630000003, 4.495501097, 
    3.8566558799999999, 4.881691977, 3.8583242979999999, 7.4208420960000003, 
    2.9084137280000002, NA, 5.0796016579999996, 3.449810104, 
    6.6129229699999996, 3.8894443619999999, NA, 8.3684114360000006, 
    6.0154568990000001, 4.2257610420000002, 5.1306802420000004, 
    5.8593292039999998, 6.7237984290000004, 3.6438884759999999, 
    3.8608443019999998, 3.4689008320000001, 1.766533157, NA, 
    3.115146765, 2.6729725320000002, 3.8900661840000001, 7.3352212310000002, 
    3.6741371909999998, 6.8652463880000001, 4.4836192500000003, 
    4.5076862999999996, 3.966612037, NA, 7.6166753949999997, 
    5.0455499589999997, 3.3514261259999998, 3.7416397689999998, 
    7.7758487900000004, 5.3067888950000004, 4.3239168699999997, 
    3.38168582, 4.4352860349999998, 4.2083699340000003, 2.750490847, 
    4.2831756009999999, 4.6702272750000002, 2.1865578000000001, 
    4.8444187039999997, NA, 3.1320496520000001, 4.8026677969999998, 
    7.6531146459999997, 5.1858283690000002, 3.0558813580000002, 
    3.0846452709999999, 6.2868248409999996, 3.1529799700000001, 
    4.38939054, 2.2646516480000001, 4.6048919770000003, 3.134697193, 
    2.6048889050000001, 3.2423753080000002, 4.4183710090000003, 
    4.8391015230000001, 3.0344594570000001, 2.1790410740000001, 
    4.1921927429999997, 3.1301026040000002, 7.5574945270000002, 
    8.4451922219999993, 2.796784996, NA, 2.1884233380000002, 
    7.9694807689999996, 5.901687957, 3.2017057659999999, 3.7297214259999998, 
    3.0630828659999998, 2.3546728790000002, 3.552304345, 3.8241520150000001, 
    4.8200432329999998, 5.4147915219999998, 8.3363708419999991, 
    3.5982665950000001, 3.5151120269999998, 7.0272506860000004, 
    6.6583992280000004, 4.0571610979999999, 3.573852934, 4.4187510899999998, 
    2.5089622509999998, 8.3196236589999994, 2.7180017410000001, 
    4.4932541380000002, 4.2034825720000004, 4.4853713730000004, 
    3.5204543369999999, NA, 3.9416165510000001, 4.1326203100000001, 
    7.2760317490000004, 7.5594112510000002, 4.5790774049999996, 
    6.1166700670000003, 4.2837498930000004, 3.3624067750000002, 
    3.855843111, 3.5116332140000002, NA, 2.7159951950000001, 
    4.2509780929999996, 4.3210426960000001, 2.7693531760000001, 
    3.0420232299999999, 8.0766474039999991, 6.999146648, 5.4055141080000002, 
    6.378784928, 1.471166041, 3.6550696459999998, 1.8526826409999999, 
    4.1157040499999997, 2.9126517569999999, 3.5858015600000002, 
    3.2070932499999998, 2.1665110209999998, 2.7798540119999999, 
    4.5089965530000002, 7.6402219980000003, 7.0910425679999998, 
    4.3235198459999999, NA, 7.0774091510000003, 2.1028286010000001, 
    6.0893405019999998, NA, 7.5295727389999998, 7.306826525, 
    7.2465806349999999, 6.0784302669999999, 2.9235549760000001, 
    2.5746618689999998, 6.0222221109999996, 4.0606115640000002, 
    4.5542148720000002, 4.8998946219999997, 3.1431920980000001, 
    2.9801596890000002, 2.886981252, 3.3564384870000001, 7.6474748430000004, 
    5.4638524190000002, 5.7064579130000004, 2.1728218949999998, 
    7.356582596, 4.9940106399999999, 3.7263325900000002, 3.8244775299999998, 
    NA, 5.5164190629999998, 4.6256772909999997, 4.5607010319999999, 
    6.2878197829999998, 4.4781107760000003, 8.2786689340000006, 
    3.5694357399999999, 3.3561182550000002, 4.9352474470000001, 
    4.003971827, 7.5494484709999998, 3.4334013699999999, 3.4667125780000001, 
    9.0934310160000003, 6.7803785259999998, 4.9283941999999996, 
    5.1731971899999998, 7.1321248199999996, 7.3868812149999998, 
    3.9424253419999999, 4.3684227580000003, 4.4606783730000004, 
    1.834237227, 0, 3.392362796, 2.9869687800000002, 4.0432738849999996, 
    8.2218646549999992, 4.8985401059999996, 8.2267059190000005, 
    4.1525255159999999, 4.3687244620000003, 3.9758946329999998, 
    NA, 8.3395784410000005, 6.3743441860000001, 4.307963043, 
    4.4529835770000004, 8.4216921950000003, 5.7711869010000001, 
    4.4915758869999998, 3.675959588, 5.2987291680000004, 4.989402406, 
    2.6364970169999999, NA, 5.8569483379999996, 1.929261992, 
    5.1609712339999998, NA, 3.0010233849999999, 5.6199237450000004, 
    8.4827505769999991, 6.2806797760000004, 3.2174008980000002, 
    3.9466384209999998, 6.4326164349999999, 2.5799270719999998, 
    4.9828743949999996, 2.1063531260000001, 5.6706899709999998, 
    3.837891918, 3.1192418009999998, 4.2093840910000004, 4.9383683380000001, 
    5.2949455179999996, 3.3120576160000001, 2.163514986, 4.8660607750000002, 
    3.193491023, 8.1084955369999996, 9.2540059130000003, 3.7616658360000002, 
    NA, 2.4248116820000001, 8.5659803060000002, 7.0200117190000002, 
    3.0630828659999998, 4.3944037600000003, NA, 2.6245844429999998, 
    4.3378820300000003, 4.2487136970000003, 5.7407824600000001, 
    6.5129586650000002, 8.7407152569999997, 4.4907591699999996, 
    3.8587220090000001, 7.2200425709999996, 7.2831601770000001, 
    4.1252578040000003, 4.4459691609999998, 4.9148614259999999, 
    2.7441318450000001, 8.8608799519999994, 3.6554350680000001, 
    5.653891625, 5.3210666639999999, 5.3798313650000003, 4.0168420830000002, 
    NA, 3.6812507779999999, 4.5790774049999996, 7.6900887769999997, 
    8.3494541449999993, 0, 6.7607499310000003, 4.2867739199999999, 
    3.1934174030000002, 4.2303070570000001, 3.3781383140000001, 
    6.6341803710000002, 3.579050268, 4.5357694740000003, 5.2190319970000001, 
    2.9121133750000001, 3.1604894090000002, 8.7674646099999993, 
    7.8806181820000001, 6.2366739310000003, 7.2222177920000004, 
    2.04706404, 3.6336768350000002, 1.839663936, 4.441035083, 
    3.7799643650000001, 3.3573703620000002, 2.7111338489999999, 
    2.297055286, 2.8021023559999998, 4.4956380610000002, 7.4494370779999999, 
    6.9567619020000002, 4.3804261340000004, NA, 7.0867944039999999, 
    2.057371909, 6.4449644839999998, NA, 7.306826525, 7.2465806349999999, 
    2.5177414499999999, NA, 2.5746618689999998, 5.5202694760000002, 
    6.3130607669999996, 4.5542148720000002, 7.6217786939999996, 
    4.7737921400000003, 3.0670702580000002, 2.4864260379999998, 
    3.1523195180000001, 2.9108423619999999, 7.5743881440000003, 
    5.7064579130000004, NA, 1.9351502519999999, 7.3954091169999998, 
    4.9859061279999999, 3.8244775299999998, NA, NA, 5.452945573, 
    3.88916569, 4.1991104430000004, 6.267044093, 4.1861996540000002, 
    8.0720737739999997, 3.3561182550000002, 4.2315553599999998, 
    3.8268728300000001, 3.2963836679999998, 7.2794608079999996, 
    3.4667125780000001, NA, 9.0838107899999994, 6.963989851, 
    4.620010315, 5.1502890570000002, 6.9511891439999998, 7.5369664800000002, 
    3.7256405450000001, 4.0369955510000004, 4.5263110879999999, 
    NA, NA, 3.1917351379999999, 3.1553470419999998, 3.6089319880000001, 
    8.0216424810000007, 5.1186264079999999, 8.1562606039999999, 
    3.6035819149999999, 3.9477589860000002, 4.6213795739999997, 
    NA, 8.0852284169999997, 6.8227799689999999, 4.382604272, 
    4.2934783379999999, 8.2319403520000005, 6.2845252379999996, 
    4.8470316819999999, 3.5190264120000001, 5.2552193169999999, 
    5.3413212459999997, 2.6054865149999999, NA, 5.425562384, 
    2.3106806849999999, 4.8355573869999997, NA, NA, 5.6261629969999998, 
    8.3051912399999992, 5.7396541000000001, 3.3032611809999999, 
    3.7832314419999999, 6.0060726679999998, 2.1769979469999998, 
    5.0638792659999998, 2.4871726249999999, 5.7033649860000004, 
    4.1583291539999996, 3.3899459580000002, 3.8381733470000001, 
    5.0927574590000004, 5.3084155419999997, 3.5097299610000001, 
    2.1048813810000002, 4.857558311, 3.0237204449999999, 8.2447951120000003, 
    9.1574118809999998, 4.2733850689999997, NA, 2.519900705, 
    8.5094018039999995, 7.7057545239999996, 3.0309633969999998, 
    4.7350238129999997, NA, 2.8626472789999999, 4.2583875090000003, 
    3.7865488749999998, 5.8762608329999999, 6.4345126080000004, 
    8.8626352960000006, 4.2737871370000002, 3.5711122940000002, 
    7.4506568450000001, 7.2287838789999999, 4.1491471559999997, 
    4.2319613440000001, NA, 3.215118307, 8.921974294, 3.6370127229999998, 
    5.8068117140000002, 5.4827889880000003, 5.8594784649999996, 
    4.3258905350000001, NA, 3.8549088419999999, 4.1822835930000002, 
    8.4044666439999993, 8.3130773480000002, 5.9797359490000002, 
    6.6341803710000002, 6.0450721029999999, 3.068961684, 4.3747466079999997, 
    3.7166933769999999, NA, 3.8536359060000001, 4.7617314520000003, 
    5.5282622440000004, 2.9861976910000001, 2.8676478890000001, 
    8.6257249050000002, 7.9210182939999996, 6.1888816459999996, 
    7.1340959780000004, 2.2620021170000002, 3.5119606640000001, 
    2.2376651999999999, 4.1695609710000001, 4.2460972349999997, 
    4.2122458199999997, 2.6218381910000002, 2.8868286759999999, 
    2.9489044560000002, 4.3231553610000004, 7.649246658, 7.0123674579999999, 
    3.7569797089999999, NA, 7.6401462679999996, 2.0049084590000001, 
    6.7623705980000004, NA, 7.2465806349999999, 7.3703385560000001, 
    2.6895026099999999, NA, 2.3673386359999999, 4.8884199549999998, 
    6.4278382540000001, 4.7698461200000004, 7.3609692520000003, 
    4.4000786740000004, 3.5511588000000001, 2.2395520250000001, 
    3.8013351449999999, 3.089181457, 7.897032974, 6.1850657130000002, 
    NA, 2.2461403190000002, 7.5521252370000003, 4.8923003249999999, 
    3.8964731810000002, NA, NA, 5.3376750260000003, 3.4982400930000002, 
    4.0658619649999999, 5.9997880759999997, 4.3998259979999998, 
    8.561943265, 3.4387062460000002, 3.6471960480000001, 3.882731358, 
    3.7135493519999998, 7.1579113789999997, 3.7995165879999999, 
    NA, 8.9921018719999992, 6.8972993020000004, 4.4874902380000004, 
    5.6531717080000004, 7.0743697619999999, 7.78455984, 3.5251427820000001, 
    3.7258945919999999, 4.5040644810000003, NA, NA, 3.1978167829999999, 
    2.733258352, 4.1055578070000003, 7.9310710640000002, 5.1632140480000004, 
    8.3470073560000007, 3.8817319970000002, 3.805812832, 5.0600013449999999, 
    NA, 8.0274302350000006, 6.9436219360000004, 4.563167032, 
    4.3256834700000004, 8.3690204850000001, 5.9952602160000001, 
    4.7360371020000001, 3.1889786600000001, 5.3462155969999996, 
    5.2544618180000002, 2.4721879069999999, NA, 5.2391732219999998, 
    2.685795492, 3.9670852349999999, NA, NA, 5.5218205239999998, 
    8.4406199229999999, 5.2952638890000001, 3.1475841610000002, 
    3.8967174510000002, 5.9609833449999998, 2.4617695020000001, 
    5.4123789840000001, 3.1769970000000001, 5.8376319370000003, 
    4.3412365099999999, 3.7139085669999998, 3.3932970130000002, 
    5.5361810760000001, 5.171572705, 4.1892145540000003, NA, 
    4.9604632180000001, 3.183176623, 8.377962857, 9.1689804299999995, 
    3.8622155569999999, NA, 3.0698111629999998, 8.4683391029999999, 
    7.7296460480000002, 3.3588406289999999, 4.522217886, NA, 
    3.248556153, 4.5590201659999998, 3.640154356, 6.1650863730000003, 
    6.3858873599999999, 8.4838505620000007, 4.2346264209999998, 
    3.307281981, 7.8513621899999997, 7.469049601, 4.0381065290000002, 
    4.0615939579999996, NA, 3.4636670000000001, 8.9806279839999998, 
    3.926013083, 5.9797359490000002, 5.5119254140000002, 6.0450721029999999, 
    4.7562889520000002, NA, 4.0635881490000001, 4.2170909119999997, 
    8.5154764830000005, 8.3211007670000008, 5.7174335709999999, 
    6.6669869540000004, 4.0349968540000001, 3.591384047, 4.328549507, 
    4.1698909950000003, NA, 4.1271057080000002, 8.4447807919999995, 
    5.1922242369999996, 3.2180049589999999, 2.7637455059999998, 
    8.6181478689999995, 7.8372545899999997, 5.9665543789999997, 
    7.1464878079999998, 2.5343235370000001, 3.5120721260000001, 
    2.398414829, 4.1249064239999997, 4.5226045690000003, 4.7787758910000004, 
    3.2028396790000002, 2.8868286759999999, 3.2011737720000002, 
    3.8498863220000001, 7.641991333, 7.6463541790000003, 3.4595396680000001, 
    NA, 7.7176069920000003, 2.5766620269999998, 7.243800727, 
    NA, 7.3703385560000001, 2.8361028570000002, 3.228447472, 
    NA, 3.0529141229999999, 4.1298845240000004, 6.4406407369999998, 
    4.690542711, 6.8167451779999997, 3.8679763490000001, 3.5140067410000002, 
    2.6030865109999999, 3.4515387419999999, 3.3024952540000001, 
    8.1307367240000001, 6.0418611090000001, NA, 2.2414553669999999, 
    7.6077788770000003, 5.1123065920000004, 4.1205207210000001, 
    NA, NA, 5.3577076239999997, 2.4545540899999998, 4.3316065950000002, 
    6.2910913160000002, 4.1566935909999998, 9.1534311880000008, 
    3.307389449, 3.7762732400000001, 4.3569683619999999, 4.2889948640000002, 
    6.976440599, 4.2790749310000002, NA, 8.8186546069999991, 
    7.1553268929999998, NA, 5.7140758810000003, 6.4409900520000001, 
    7.7773405359999996, 3.9795635819999999, 3.7664920089999998, 
    4.177641393, NA, NA, 3.5380004060000001, 2.4943166670000001, 
    4.103494596, 8.091028347, 4.8401650099999998, 8.277948834, 
    3.9190655470000002, 3.9500325360000001, 4.7091635160000003, 
    NA, 7.9030567319999996, 7.213378509, 4.5064291860000001, 
    4.4909383810000003, 8.0551050049999997, 5.4382795249999996, 
    3.8098138100000001, 3.0083963260000002, 5.2155758040000002, 
    5.3677232540000004, 2.4528093800000002, NA, 4.9288894000000001, 
    2.9038202329999998, 3.5612757570000002, NA, NA, 5.17057404, 
    8.4708504649999998, 4.9324441969999997, 3.0359045180000002, 
    4.2671618379999998, 6.0592633999999999, 2.5603004739999999, 
    5.8173482090000004, 2.6614845379999998, 5.6175247500000003, 
    4.1645250950000001, 3.561803635, 3.1937545279999999, 5.6207318260000001, 
    4.7020333330000001, 4.2825939200000001, NA, 5.4453053799999998, 
    3.218618835, 8.3381395139999999, 9.2688113449999996, 3.3395639180000001, 
    NA, 3.1958757310000001, 8.6721330489999993, 7.8485596590000002, 
    3.4113056190000002, 4.2236694469999998, NA, 3.2644526210000002, 
    5.0481031139999999, 3.1539511089999999, 5.9787429000000003, 
    6.0930325810000001, 8.0802752380000005, 4.4914039539999999, 
    3.234801783, 7.3926954450000002, 7.8725899999999998, 4.0380084390000004, 
    3.8258012620000001, NA, NA, 9.0862580190000006, 4.2179199299999999, 
    5.7174335709999999, 5.4600230710000002, 6.1368572989999999, 
    5.0235315140000001, NA, 4.1920176189999996, 4.4587394920000003, 
    9.1222762189999997, 8.4447807919999995, 3.6050352879999998, 
    6.6687553670000002, 4.2585622230000002, 3.70709037, 4.3065557810000001, 
    3.5321130790000002, NA, 4.2707392540000004, 5.8846209229999999, 
    4.507967346, 3.0339341819999999, 2.7016624880000002, 7.9727286179999997, 
    7.6979041209999997, 5.9907259699999997, 7.2018479150000001, 
    2.9763276009999999, 3.6264720330000002, 1.943841905, 4.090829866, 
    4.5474300000000003, 4.907952581, 3.918638144, 3.4726469440000001, 
    3.5688324009999999, 3.6407396529999998, 8.3521039199999993, 
    8.4087980699999996, 3.8987902170000002, NA, 7.7642073810000003, 
    2.6687061249999999, 7.5086519049999998, NA, 7.7221200019999996, 
    NA, 3.1400904060000001, NA, 3.3292793810000001, 3.783444781, 
    6.5919939779999996, 4.6548221219999997, NA, 3.9047112180000001, 
    3.4206840139999999, 2.6033037449999998, NA, 3.204788631, 
    8.5880175229999995, NA, NA, 2.5247239289999999, 7.6643352220000001, 
    5.2369156170000002, 4.3328362680000003, NA, NA, 5.8948427360000002, 
    2.6568277130000002, 4.6441974540000004, 7.263222506, 4.8823803369999998, 
    9.2051687690000001, 3.9332016109999999, 3.8017676640000002, 
    5.2817479580000004, 4.8711603950000004, 7.2558464699999998, 
    4.3213189879999998, NA, 9.1929782160000002, 7.5131565140000003, 
    NA, NA, 6.2805823859999999, 8.2647314230000006, 4.1661650379999999, 
    4.2359201029999998, 4.4853618170000003, NA, NA, 3.671629679, 
    NA, 3.9283886049999999, 8.855001669, 5.0706550830000001, 
    8.9732190440000004, 4.4749275529999997, 4.0671667679999999, 
    4.8052074999999999, NA, 8.2607759269999992, 8.1522445720000007, 
    4.736681924, 4.721755763, 8.3328770500000005, 6.2247703940000001, 
    4.086216845, 2.74634014, 5.8365332580000002, 5.6841384120000003, 
    2.8281604580000002, NA, 4.7036509110000004, NA, 3.795616876, 
    NA, NA, 5.6717651839999998, 8.9156189640000001, 5.360113364, 
    3.3803097860000002, 5.2071070119999998, 5.6550631640000004, 
    2.5025963089999999, 6.199257319, 2.6959625859999998, 6.1678674469999999, 
    4.2609775809999997, 3.724641944, 3.1926284709999999, 5.6364872669999997, 
    4.5976214730000002, 4.3489660910000003, NA, 6.2311847250000003, 
    2.8870874839999998, 8.5522296749999995, 9.5754685189999993, 
    3.6797875690000001, NA, 3.2360540809999998, 9.0556308540000003, 
    7.9568626079999998, 3.3954595200000002, 4.8121241230000003, 
    NA, 2.9881017089999999, 5.0918510970000002, 2.8778380929999998, 
    6.3498486769999998, 6.8327090540000004, NA, 5.3991884990000001, 
    3.528081502, 7.4633083329999996, NA, 4.3553356540000001, 
    4.1967365599999997, NA, NA, 9.3716668480000003, 4.9611996969999996, 
    6.7737106000000002, 5.998096511, 6.5586578400000004, 5.193235058, 
    NA, NA, NA, 9.4126238850000004, 8.8014777290000001, 3.511936323, 
    6.7257182479999997, NA, 3.6407908450000002, 4.846257284, 
    NA, NA, 5.0485485519999997, 7.3370721169999999, 4.6761735560000002, 
    3.0815430369999999, 2.8769995929999999, 8.1046726919999994, 
    8.0823529369999996, 6.4741912599999996, 7.3984769549999996, 
    3.0601091739999999, 3.79340667, NA, 4.5377057580000004, 4.820491928, 
    4.2943268659999996, 3.7521546080000001, NA, 3.7169987180000001, 
    3.7432273120000001, 8.5883661, 8.4896617029999994, 4.5063529439999996, 
    NA, 7.6219526000000002, 2.4601849420000002, 7.2788305869999999, 
    NA, 7.499523119, NA, 3.1224078419999999, NA, 2.8281526069999998, 
    3.233958468, 6.7240128019999998, 4.5029017260000002, NA, 
    3.9276051700000001, 3.9570239690000002, 2.701238821, NA, 
    2.8703060659999999, 8.4672895389999994, NA, NA, 2.3927983820000001, 
    7.4258146979999999, 5.5280990279999997, 4.4109632540000003, 
    NA, NA, 5.819286076, 2.7354086889999998, 4.7764481280000002, 
    7.2204963729999996, 5.2661640829999996, 9.4128721689999999, 
    4.0292654719999996, 3.3065391210000001, 4.8732113979999996, 
    4.8450818460000002, 7.377427323, 3.9275611929999998, NA, 
    9.3394049510000006, 7.3387072519999998, NA, NA, 6.2107218550000001, 
    8.4334748879999992, 3.973255263, 4.3345649010000002, 4.9679632800000002, 
    NA, NA, 3.6780050790000001, NA, 3.9610027360000002, 8.5195271940000001, 
    5.1601931050000003, 9.2797757220000001, 4.704152219, 4.1028184049999998, 
    NA, NA, 8.5166513389999992, 7.8331022199999998, 4.7674935469999999, 
    4.7107446619999997, 8.1356788160000004, 6.9186889660000004, 
    4.1637968929999998, 3.3396190140000002, 6.0140417370000003, 
    5.4889632410000004, 2.866282832, NA, 5.1418305909999997, 
    NA, 3.9147029249999998, NA, NA, 5.6439279920000001, 9.0330843880000007, 
    5.2670427259999997, 3.4988060700000001, 5.6251787850000001, 
    5.7251313819999998, 3.0524744429999999, 6.4791193419999997, 
    3.2993763199999999, 6.37959312, 4.3420377989999999, 4.6012992380000002, 
    3.2013233969999999, 5.4487555519999997, 4.4342660460000003, 
    3.9239210099999999, NA, 6.4717030810000002, 3.016840127, 
    8.6974456940000007, 9.6238109030000007, 3.7775600360000001, 
    NA, 3.5737800439999998, 8.9665893919999995, 7.8044334070000003, 
    3.6850178730000001, 5.197170828, NA, 2.880025608, 5.1956148779999998, 
    2.9929222850000001, 6.3908516669999997, 6.8916700669999997, 
    NA, 5.9088747460000004, 3.6635051270000001, NA, NA, 3.558322881, 
    4.6986225350000002, NA, NA, 9.3394169250000001, 5.1883694780000003, 
    7.1669210799999998, 6.4750095559999998, 6.5927799150000004, 
    5.0009116909999998, NA, NA, NA, 9.4462547509999997, 8.7701130719999991, 
    3.7935130140000002, 6.4868833559999999, NA, 3.91629125, 4.9810726159999996, 
    NA, NA, 4.9248610299999998, 6.9210287890000002, 5.03403445, 
    2.9729300849999998, 3.4942760850000001, 8.2745898370000006, 
    7.868056063, 7.1035642540000001, 7.1120306060000003, 2.7846948679999999, 
    3.626592772, NA, 4.585391124, 4.4238655959999997), ef_regulation_business_licensing = c(7.3245821129999999, 
    8.5235031879999994, 8.096775933, 5.2534106439999997, 9.3196122829999997, 
    8.9443871339999994, 7.2961163679999999, 6.9596987779999999, 
    7.9816720769999998, 8.0746704519999994, 6.5271801790000001, 
    4.9996380409999999, 9.0426339149999997, 7.4596196959999999, 
    8.8436066409999992, 9.4791340630000001, 8.4709152050000007, 
    5.6643407180000001, 7.7397266809999996, 9.1900040860000001, 
    4.9985521640000004, 9.5626955220000003, 9.3299540969999999, 
    8.9373289339999999, 9.7554144960000002, 4.9904080869999996, 
    8.689928171, 6.8543678149999998, 9.166812728, 7.3164640189999997, 
    7.211314035, 8.7478935740000008, 6.874686885, 8.7535299200000001, 
    8.9144995359999992, 8.2300297029999996, 8.7139984429999995, 
    8.2673634440000008, 8.8474331930000005, 4.9980092259999997, 
    6.8900727399999999, 9.8733880410000001, 7.9131578989999998, 
    8.7631218329999996, 8.1105563570000001, 8.9121338110000003, 
    9.2393084549999998, 8.769327101, 8.6186473350000004, 9.8579788009999998, 
    7.9291100769999998, 6.4153339540000003, 8.5668092520000005, 
    9.8916929519999997, 8.8622735109999997, 8.1368503489999995, 
    8.8934539489999995, 7.5629598849999997, 8.2856683550000003, 
    8.5360687209999995, 7.5239713459999997, 9.2821495289999998, 
    9.3729241850000005, 9.7441418019999997, 7.5663855040000003, 
    9.5490960769999997, 8.5304349720000001, 7.6452492909999998, 
    9.3013073720000001, 8.1950227130000002, 8.4727379910000007, 
    7.5078381890000001, 7.202045107, 8.608499492, 7.7052366470000004, 
    9.8868324889999997, 8.9099490659999994, 8.3170297729999998, 
    9.9920369020000006, 7.0678994309999998, 8.6003424230000007, 
    9.5652292350000003, 7.7868073320000004, 6.8476715739999996, 
    7.9120980039999997, 9.4299336230000002, NA, 9.6959233089999994, 
    8.3574401649999999, 9.3428296240000002, 7.8032773640000004, 
    8.4029699480000009, 9.6449901239999996, 8.8858528109999995, 
    8.1917650829999999, 9.2155741590000009, 9.3201552220000004, 
    9.5594560790000003, 6.4144290570000004, 8.6848087799999991, 
    8.4205509410000001, 9.4698911169999995, 8.9835566530000008, 
    9.3633062890000005, 8.3052401230000008, 8.9812299020000008, 
    8.2867542319999998, 9.3986492550000005, 7.2383059620000001, 
    9.4113697849999998, 9.0870960089999997, 9.1162285099999991, 
    8.1116422339999996, 6.6321465850000001, 9.2025176529999992, 
    7.3776870519999997, 8.9431202780000003, 7.8509780019999997, 
    8.9249963460000004, 8.4234206300000007, 9.0743572910000001, 
    9.9701869849999998, 6.6745503499999996, 7.0120694060000002, 
    9.0526397519999993, 9.4557487340000002, 8.0141453540000001, 
    9.1222138249999993, 8.4560489039999993, 7.9095902740000001, 
    9.9887792710000003, 6.2540023800000002, 7.0075423209999999, 
    8.4863244439999992, 7.5169131460000003, 9.043357833, 6.5115899600000002, 
    7.2816120260000003, 9.0210713729999998, 9.0076529080000007, 
    8.373754301, NA, 9.4020878650000004, 7.9472340079999997, 
    7.9062806779999999, 9.2231752979999992, 7.5420952779999997, 
    8.2363899679999992, 6.7923688980000003, 9.3426486440000005, 
    9.232431235, 8.9152234539999995, 9.6745417469999992, 9.9958374719999998, 
    9.5152009470000003, 9.6034782659999998, 6.8233683559999996, 
    4.9967423689999997, 8.2106129320000001, NA, 7.8310442760000001, 
    6.9965415450000004, 7.3249440720000001, 8.7975599019999997, 
    7.6071708459999998, 5.3518384030000004, 9.5480102000000002, 
    9.0919382849999995, 7.2959353880000002, 7.6001126460000004, 
    7.9816720769999998, 8.5341809780000002, 6.5266372410000004, 
    4.9996380409999999, NA, 7.4596196959999999, 9.1381660030000003, 
    9.4789530830000004, 8.4544200889999992, 5.6652456149999999, 
    7.9663148030000004, 9.2880698870000007, 4.9992760819999997, 
    9.6930276370000001, 9.1999839399999992, 8.9369669750000007, 
    9.2861050949999999, 4.9895031889999997, 8.6920999250000008, 
    6.8554536920000002, 8.6286271889999995, 7.649055057, 7.2999429200000003, 
    8.4391918290000003, 6.9218143039999998, 9.7169688959999991, 
    8.9184810839999997, 8.2316585189999998, 8.9918817089999994, 
    5.2573921920000002, 8.8331098309999998, 4.9980092259999997, 
    6.8898917600000003, 9.8726641229999998, 7.915148673, 9.0587670720000002, 
    8.5515809919999999, 9.1015561799999993, 9.2556225919999999, 
    8.7653455529999995, 8.6190092939999996, 9.8579788009999998, 
    7.9291100769999998, 5.5510466569999997, 8.5668092520000005, 
    9.9996380410000008, 9.3518785980000008, 8.1413748360000007, 
    8.8938159080000005, 8.3300862789999996, 8.0942422199999999, 
    9.0033353819999995, 7.8518828999999997, 9.5879296190000005, 
    9.4572095619999992, 9.7441418019999997, 7.6242089010000003, 
    9.5489150980000002, 7.7734668149999999, 7.644706352, 9.3018503110000008, 
    NA, 8.4712901550000002, 7.5076572090000004, 7.2022260869999997, 
    8.8058979500000003, 7.7052366470000004, 9.8741379420000008, 
    9.8083124730000009, 8.2983629019999992, 9.9922178820000003, 
    7.3949060869999999, 8.6001614439999994, 9.5650482550000007, 
    8.521305452, 6.9305091150000004, 7.9784404289999999, 9.7002927999999997, 
    NA, 9.2391274760000002, 8.3574401649999999, 9.4588383769999993, 
    7.8508749709999996, 8.4221537739999999, 9.6286759869999994, 
    8.8853098720000006, 8.1910411649999997, 9.2155741590000009, 
    8.3739352809999996, 9.4927490970000008, 6.4160578719999997, 
    8.6848087799999991, 8.4198270229999999, 9.4698911169999995, 
    9.1028230370000003, 9.3647541249999993, 8.6840848620000006, 
    9.4931214490000002, 8.2867542319999998, 9.3988302350000001, 
    7.5373898109999997, 9.0628005859999998, 9.143122602, 9.1162285099999991, 
    8.3567162469999996, 6.5971629800000002, 9.3176215090000003, 
    7.3769631340000004, 8.9610632300000006, 8.0804617959999998, 
    9.3192503240000004, 8.4234206300000007, 9.0741763120000005, 
    9.9701869849999998, 8.1266895140000006, 7.0135198399999998, 
    8.9997937409999995, 9.1898231060000004, 7.6108164189999998, 
    8.3692298140000005, 8.4558679249999997, 8.2068123629999992, 
    9.988960251, 6.2540023800000002, 7.2526163329999997, 8.6181043959999997, 
    7.566217516, 9.0431768530000003, NA, 7.2816120260000003, 
    9.0228811679999996, 9.0237860649999995, 8.373754301, NA, 
    9.4020878650000004, 6.9682048139999999, 7.5660365360000004, 
    9.2394894349999994, 7.5420952779999997, 8.2343991939999999, 
    6.7923688980000003, 9.3982872959999995, 9.2333361319999998, 
    8.9134136589999997, 9.7994704600000002, 9.9958374719999998, 
    9.5150199670000006, 9.6032972860000001, 6.823187377, 4.9972853080000004, 
    8.2104319530000005, 7.9162345500000004, 7.8306823169999999, 
    6.9912931399999998, 7.1944309769999997, 7.5903137709999999, 
    7.6073518260000004, 5.3522003619999996, 9.5478292210000006, 
    9.0919382849999995, 7.279621251, 7.6008365639999997, 7.9814910980000002, 
    8.5541147049999999, 6.5284470360000002, 4.9996380409999999, 
    NA, 9.042452935, 7.4596196959999999, 9.1383469819999998, 
    9.4782291650000001, 6.4318290710000001, 7.9648669669999999, 
    9.1249285170000007, 4.9992760819999997, 8.9782822650000007, 
    9.1180512969999992, 8.8062728999999997, 9.2866480330000005, 
    4.9887792710000003, 8.4468449329999995, 6.8554536920000002, 
    8.6284462099999999, 7.6494170160000001, 7.3003048789999996, 
    8.4391918290000003, 6.9214523449999996, 9.7160639979999992, 
    8.4616852510000005, 8.2323824370000001, 8.9918817089999994, 
    5.2573921920000002, 8.8158907959999997, 4.9980092259999997, 
    6.8898917600000003, 9.8726641229999998, 7.9149676940000004, 
    9.0587670720000002, 7.996719358, 9.1499556529999992, 9.2556225919999999, 
    8.8120642440000001, 8.6190092939999996, 9.8744739179999996, 
    7.926033425, 5.550865677, 8.5662663139999999, 9.9996380410000008, 
    9.3518785980000008, 7.3927343329999999, 8.8938159080000005, 
    8.3293623609999994, 8.0949661380000002, 8.9991728539999993, 
    7.7376839410000002, 9.586481783, 9.5701416629999994, 9.7441418019999997, 
    7.9994340499999996, 9.5489150980000002, 7.74881463, 7.4839177169999997, 
    9.3337546660000008, NA, 8.4698423189999996, 7.50747623, 7.202045107, 
    8.8057169710000007, 7.705055668, 9.8757667569999992, 8.4051157189999994, 
    8.5256749420000002, 9.9922178820000003, 7.3956300050000001, 
    8.5999804639999997, 9.5650482550000007, 8.2276509870000005, 
    6.9314140120000003, 7.9753637780000002, 9.7008357380000003, 
    NA, 9.2391274760000002, 8.3574401649999999, 9.7030074919999993, 
    7.8461695039999997, 8.4219727940000002, 9.6286759869999994, 
    8.8833190979999994, 8.1906792060000004, 9.2155741590000009, 
    8.3739352809999996, 9.4920251790000005, 6.4160578719999997, 
    8.6848087799999991, 8.386112872, 9.4287438160000008, 9.1024610779999993, 
    9.3629443299999995, 8.6840848620000006, 9.5019894439999995, 
    8.2867542319999998, 9.3995541530000004, 7.5370278519999996, 
    9.0637054839999998, 9.1416747659999995, 9.1162285099999991, 
    8.3570782060000006, 6.8291752900000002, 9.3174405290000006, 
    7.3764201959999998, 8.9610632300000006, 8.0804617959999998, 
    9.3192503240000004, 8.3744782190000002, 9.0741763120000005, 
    9.9901207119999995, 6.723130802, 6.6183557679999998, 9.6531601840000008, 
    9.1900040860000001, 7.6432637129999996, 6.4760660139999997, 
    8.4558679249999997, 8.2062694250000003, 9.9994570619999994, 
    6.2540023800000002, 7.2526163329999997, 8.6179234170000001, 
    7.566217516, 9.0272246749999994, NA, 7.2816120260000003, 
    9.3486209670000004, 9.0236050859999999, 8.373754301, NA, 
    9.4020878650000004, 6.9680238350000003, 7.5653126180000001, 
    9.2394894349999994, 7.5424572369999998, 8.2012279810000006, 
    6.7923688980000003, 9.3982872959999995, 9.2331551530000002, 
    8.3087047159999994, 9.7994704600000002, 9.9996380410000008, 
    9.2050513659999993, 9.6032972860000001, 6.8230063970000003, 
    4.9980092259999997, 8.2104319530000005, 7.9165965089999997, 
    7.5221615509999999, 4.9543931680000002, 7.1944309769999997, 
    7.5906757300000001, 7.6073518260000004, 5.3505715470000004, 
    9.5637813989999998, 9.0919382849999995, 7.785721455, 8.4491716829999994, 
    8.0143003509999993, 9.9408163419999998, 6.5244602900000004, 
    4.9996380409999999, NA, 7.4594387160000002, 9.1220328459999998, 
    9.1033659750000009, 8.4705532459999997, 6.4316480909999996, 
    7.9641430489999996, 9.1249285170000007, 4.9992760819999997, 
    9.4842014880000001, 9.1173273790000007, 9.0828893100000005, 
    9.2866480330000005, 4.9878743740000004, 8.6761477469999999, 
    6.8554536920000002, 8.6286271889999995, 7.6483311389999997, 
    7.5323223849999996, 8.4390108490000006, 6.9207284270000002, 
    9.715702039, 8.9576506029999994, 8.1698405810000008, 9.0734523940000003, 
    5.2572112129999997, 7.8332420120000004, 4.9978282460000001, 
    8.5865619990000006, 9.871759226, 7.9146057350000003, 9.0587670720000002, 
    7.9963573989999999, 9.0355757150000002, 9.2391274760000002, 
    8.8749680580000003, 8.6190092939999996, 9.8744739179999996, 
    7.926033425, 7.7534551399999998, 8.5662663139999999, 9.8019651989999996, 
    9.3518785980000008, 7.6372654070000001, 8.8959876619999996, 
    8.3280955040000002, 8.208984117, 8.9946483669999999, 7.7376839410000002, 
    9.7320421590000006, 9.5692367659999995, 9.8425695619999996, 
    9.435078098, 9.5487341180000005, 7.8361922479999997, 7.4699615100000001, 
    5.7143819970000003, NA, 8.4557129280000005, 7.50747623, 7.1121363750000004, 
    8.7136364840000002, 7.705055668, 9.8750428390000007, 8.3723064659999995, 
    8.8639283090000003, 9.9922178820000003, 9.3509737009999991, 
    8.6159326420000006, NA, 8.4886771779999997, 6.9314140120000003, 
    7.975001819, NA, NA, 9.4348971190000004, 8.3574401649999999, 
    9.4532280130000004, 8.8757439419999997, 8.4217918150000006, 
    9.7104276509999998, 8.9639848850000003, 8.1904982260000008, 
    9.2152121999999999, 6.9217961160000003, 9.4722672350000003, 
    6.8889868630000004, 8.6849897590000005, 8.3203133860000005, 
    9.3798014050000003, 8.562827703, 8.8158907959999997, 8.9287969149999995, 
    9.4999986700000001, 8.2865732530000002, 9.4015449269999998, 
    7.538113729, 8.7841674199999993, 9.1445808310000007, 8.9204588680000008, 
    8.3574401649999999, 6.8449464879999997, 9.2684981190000002, 
    7.3760582369999996, 8.6998560600000001, 8.0804617959999998, 
    9.3843258929999998, 7.4608865519999998, 9.0739953320000009, 
    9.9819636440000004, 6.7557590750000003, 7.0272976659999999, 
    9.6564178149999993, 9.2552606330000007, 7.6432637129999996, 
    6.5665826420000002, 8.9779203059999997, 8.2062694250000003, 
    9.9994570619999994, 6.2540023800000002, 7.450919689, 9.9983711849999999, 
    7.1746782299999996, 8.1623944399999999, NA, 7.2816120260000003, 
    9.3486209670000004, 9.0232431270000006, 8.4063825750000003, 
    NA, 9.4020878650000004, 7.1969646899999997, 7.5609691100000003, 
    9.0763480659999995, 7.5424572369999998, 8.1992372069999995, 
    6.841311309, 9.3981063169999999, 8.1566030959999996, 8.3864748309999992, 
    9.8574618459999996, 9.9996380410000008, 9.2048703869999997, 
    9.6359255600000004, 6.8237303149999997, 4.9978282460000001, 
    9.0589480519999999, 7.9165965089999997, 7.520894695, 4.9860645789999998, 
    NA, 6.8795508459999999, 7.5401824509999997, 4.5763270089999999, 
    9.4258490429999995, 9.0687729099999999, 7.6540973990000003, 
    6.9505243849999996, 7.9650739289999999, 9.9243472090000004, 
    7.4412646169999999, 4.9849787020000003, NA, 7.3305293530000002, 
    9.2772639810000008, 7.5538096770000003, NA, 6.314360389, 
    6.0086596380000001, 9.0773049280000002, 4.9370191370000001, 
    9.3638492269999993, 8.8199529900000009, 8.7250946519999992, 
    5.209723018, 4.9353903209999999, 6.8054657699999996, 6.7474089350000002, 
    8.2582168310000004, 7.2830365759999998, 3.4076494319999999, 
    8.2648306300000005, 5.8913732410000001, 9.4653865810000006, 
    6.5374638220000003, 6.7035456360000003, 8.665445772, 4.7560396450000004, 
    4.5784127000000003, 4.8968416899999996, 8.9433272400000003, 
    9.6691652260000005, 7.2732878679999997, 8.9432761739999993, 
    7.8043381580000002, 8.2866529979999992, 8.4783873290000002, 
    8.4627998069999997, 8.5223402620000002, 9.76492936, 7.4759114459999996, 
    7.8923201729999999, 8.3301140589999996, 9.6939715090000007, 
    9.2530378130000006, 6.4287690059999996, 9.1579966979999998, 
    8.4235299539999993, NA, 6.909553163, 7.7090891819999996, 
    3.8650776059999998, 8.5067285550000005, 9.7338519540000004, 
    9.6145595870000005, 9.6184121210000004, 3.400669009, 8.1845787669999996, 
    5.3009988540000004, NA, 7.5673096849999997, 7.3378724630000001, 
    6.7733297739999996, 8.342809505, 7.7205428549999997, 8.87404437, 
    8.2007119250000002, 8.5345456340000005, 9.7757664089999992, 
    8.6196570619999999, 8.3704984689999993, NA, 8.4124068639999994, 
    6.2687961269999999, 4.0295260849999996, NA, NA, 9.1744658319999992, 
    8.3241399380000001, 8.5249582159999999, 6.3093982860000004, 
    4.758349377, 8.7725847320000003, 7.3261903400000001, 6.9940096299999999, 
    4.7302071100000003, 6.8245321810000004, 8.9432287030000008, 
    6.0549760050000003, 7.8718426089999998, 6.2442976339999996, 
    8.9426579840000002, 8.3329855459999997, 7.3001060070000001, 
    8.8580079509999994, 8.1160189159999998, 8.2150093040000005, 
    9.3352804500000008, 7.0753231860000003, 2.912081653, 4.0275866340000004, 
    8.6495437610000003, 8.0174809329999999, 6.9537031689999997, 
    9.1773234289999994, 7.1481530910000002, 8.3313558319999999, 
    7.8998702459999999, 9.5201402569999996, 8.2742666469999993, 
    8.6264348470000005, 9.8984021850000001, 6.1090118240000004, 
    5.9136561060000004, 8.5434163259999991, 9.2116445759999994, 
    5.9607950140000003, 3.9371826699999999, NA, 6.3808726, 9.9715862200000007, 
    6.2422387129999999, 7.8310451749999999, 9.6296068669999997, 
    6.8548614849999998, 7.8522968239999997, NA, 7.0015829890000001, 
    9.1727348840000005, 8.8894992819999992, 8.3386962449999995, 
    NA, 9.3577219070000002, 6.1063822710000002, 6.670885986, 
    8.3436857230000001, 7.0101150069999996, 7.5615443239999998, 
    6.5866453829999996, 8.923914065, 7.9866122869999998, 7.1936658810000003, 
    8.6303680259999993, 9.9782824609999992, 9.3649360030000004, 
    9.4052164820000002, 6.659090044, 4.8248118519999998, 8.9583234540000003, 
    7.7983649350000004, 8.5378292479999995, 0, 4.8299723959999996, 
    6.236939241, 4.9647223709999997, 4.865532237, 9.5731672480000007, 
    9.0685919300000002, 7.6513827059999997, 6.9322454560000004, 
    7.9657978470000002, 9.9828069480000003, 7.4119459399999998, 
    4.9849787020000003, NA, 7.4775375650000004, 9.2582611349999997, 
    6.0164802379999998, NA, 6.7427034680000002, 5.9889068910000001, 
    8.2419250809999998, 4.9348473830000001, 9.3629443299999995, 
    8.6432390580000007, 8.6322521729999995, 5.8447800550000002, 
    4.9332185669999999, 6.6963082549999999, 8.1448143450000003, 
    8.0982820269999998, 7.2571565089999996, 3.4076494319999999, 
    8.2695360969999996, 5.8359935170000004, 9.4353439849999994, 
    6.1469100780000003, 5.5570871259999999, 8.0297893360000003, 
    4.7193008079999998, 4.710889688, 4.9075194800000004, 8.9433272400000003, 
    9.7073259160000003, 7.2646008530000001, 8.4544747509999993, 
    7.1192223549999998, 8.0646153470000002, 8.4763965550000009, 
    8.3330375120000006, 8.4262652360000008, 9.76492936, 7.7951592700000001, 
    6.8121745090000001, 8.3614235109999999, 9.6807470149999997, 
    9.2505041000000006, 6.4926713539999996, 9.4182989710000005, 
    7.4367715060000004, NA, 6.8397712290000001, 7.7056505709999996, 
    3.7476219159999999, 8.8900708999999996, 9.7974796860000009, 
    9.2456687199999994, 9.6142495930000003, 4.9570890439999999, 
    8.1704623670000007, 5.2247934970000003, NA, 7.2419085589999996, 
    7.3050632100000001, 6.7691542550000001, 8.1700762230000006, 
    7.7198189370000003, 8.8192075840000008, 7.6493408660000002, 
    8.4972638590000003, 9.7697940859999992, 8.6252674260000006, 
    8.3489619089999998, NA, 7.5745945380000004, 6.8010344260000002, 
    3.8163322439999998, NA, NA, 8.5630606480000004, 8.3239589590000005, 
    8.0741606879999992, 6.0926350219999996, 5.4885218819999997, 
    8.6043759370000004, 7.2422158559999996, 6.6121670870000004, 
    4.5822672889999998, 8.5355257830000006, 9.2103302490000001, 
    6.0471938869999997, 7.4557420780000001, 4.447415823, 8.9390383940000007, 
    4.794950236, NA, 8.451655229, 7.8592090170000004, 8.1832859280000001, 
    9.4141364420000002, 6.7083989080000004, 2.6827806359999999, 
    8.7773735409999993, 8.8587318689999996, 8.0133184049999997, 
    6.9073724189999997, 9.1208188529999994, 7.1396470550000002, 
    8.2803196149999998, 7.984025709, 9.3632301390000006, 5.9200674370000002, 
    8.488475609, 9.9065592529999993, 6.0947144440000001, 5.0741379149999997, 
    7.7406611569999999, 9.19496848, 6.5364952729999999, 3.9485843780000001, 
    NA, 6.5560374619999999, 9.9697764249999992, 6.2409718559999998, 
    7.5879619360000001, 8.7876839780000005, 7.8571062209999996, 
    7.3321062030000004, NA, 4.890688387, 9.1984339720000001, 
    8.8876894869999994, 8.3368864499999997, 8.3475965159999994, 
    9.3569979889999999, 6.0448492439999999, 6.5375041009999997, 
    8.342056908, 7.0121057819999999, 5.0980317030000002, 6.0651359400000002, 
    9.0210749680000006, 7.6861325669999996, 7.336823356, 2.7149529339999998, 
    9.9833498869999993, 9.1919957589999992, 9.9739389529999993, 
    6.9812622190000004, 4.7764903270000003, 9.0036722579999999, 
    7.7091931120000003, 4.6836290319999998, 0, 4.8299723959999996, 
    6.293947781, 5.3568825430000002, 4.8050850870000001, 9.5278704100000002, 
    8.5039314200000007, 7.6450484239999996, 6.8547862339999996, 
    7.9137787849999999, 9.9806351939999995, 7.3612716819999999, 
    NA, NA, 8.0659323700000005, 9.3827750250000008, 4.7600211940000001, 
    NA, 6.7175473190000003, 5.9530469689999999, 8.1870882950000006, 
    4.927246244, 8.2532210609999996, 8.3886250970000003, 8.6968618519999996, 
    3.7176180329999999, 4.9265223259999997, 6.5379511990000001, 
    9.6250313139999992, 7.9817312339999997, 7.4051977329999996, 
    3.4076494319999999, 8.2483614959999993, 5.0426000130000004, 
    9.3866605019999998, 5.9876481249999998, 7.6001923920000003, 
    7.5552575119999998, 4.6293540000000002, 4.6786753379999997, 
    4.914034741, 8.9426033220000001, 9.7200204630000009, 7.2475887800000001, 
    8.4988147260000009, 7.0824835180000001, 8.0541185360000007, 
    8.4733199040000002, 8.1638216870000004, 8.4217407479999995, 
    9.7227611379999992, 7.8936121129999997, 7.6019744060000001, 
    8.2379954980000001, 9.6762225270000002, 9.2476084279999995, 
    6.3495165760000001, 8.1567840749999991, 7.2478280179999999, 
    NA, 6.2776480279999998, 7.7070984070000002, 3.6164117839999999, 
    8.8258231800000004, 9.7947649939999994, 9.2454877409999998, 
    9.6754986089999999, 4.264218005, 8.1518214790000005, 5.0559396310000002, 
    NA, 8.5598290000000006, 7.2971001119999999, 6.4610465149999996, 
    8.1427483200000008, 7.7209048139999998, 8.8112444859999997, 
    7.6679817530000003, 8.5895633999999994, 9.8561213040000002, 
    8.578755696, 8.2924963070000004, NA, 7.5376227560000002, 
    6.9221097059999996, 3.1201660169999998, NA, NA, 8.5572693040000001, 
    8.3234160199999998, 8.0109988449999996, 7.3498995520000001, 
    5.7071451079999997, 6.6655013749999998, 7.2047531009999997, 
    NA, 8.8883354570000002, 8.6459241720000009, 8.9957387390000001, 
    6.0292769169999998, 7.4360153130000004, 3.903934408, 8.9129773480000001, 
    4.7773952250000002, NA, 8.4659526090000004, 5.9349696090000004, 
    7.8536425269999999, 9.8136648090000005, 6.5876855870000002, 
    1.5938270329999999, 8.6197404029999998, 6.7815880760000002, 
    7.9986590660000001, 6.8232169550000004, 8.9036936299999994, 
    7.2285079860000003, 8.2508199579999992, 7.7148814239999997, 
    9.3333425400000003, 5.912466298, 6.6744992830000003, 9.7760461579999998, 
    6.1057541930000001, 4.6673596939999999, 7.6798520479999999, 
    9.6613562260000005, 6.7064350160000004, 3.465833226, NA, 
    6.5439118360000004, 9.9672427119999991, 6.2411528360000004, 
    7.5560575800000001, 8.8097634760000005, 7.8571062209999996, 
    7.3063811330000004, NA, 4.8696947660000003, 9.1616951350000004, 
    8.8799073689999997, 8.3350766549999999, 8.3110386579999993, 
    8.8049289949999991, 5.6622585980000002, 3.8592019959999999, 
    8.3415139689999993, 6.9920170580000001, 4.0800220600000001, 
    6.0638690840000002, 9.0127499120000003, 7.4788581839999999, 
    7.1672455719999997, 2.3535368889999999, 9.9905890660000001, 
    9.1894620459999992, 9.9768346250000004, 6.967869737, 4.7069942029999998, 
    7.4599314879999996, 8.9170081650000004, 4.0753569589999996, 
    0, 4.8299723959999996, 6.9250026809999996, 4.3124489959999996, 
    5.1635166999999997, 8.4629279230000005, 7.2934276579999997, 
    7.6231499060000001, 6.839170931, 7.3043670719999998, 9.8582930579999992, 
    6.1414143450000003, NA, NA, 8.0469295239999994, 9.8130699050000008, 
    5.2477778920000002, NA, 6.6603577989999998, 5.713679161, 
    7.7168748960000002, 4.9156635570000002, NA, 7.8518891919999998, 
    7.8870789600000002, 2.4614294910000001, NA, 5.2085707919999997, 
    9.5136769609999998, NA, 6.5513060129999996, 3.2445080630000001, 
    8.2215765310000002, 4.4912298530000001, 9.2654042420000007, 
    3.9594871089999999, 7.7265958230000003, 7.4923796810000001, 
    4.5880906760000002, 4.2411188920000003, 4.9185592290000004, 
    8.4432253429999999, 9.6826867229999998, 7.1995002010000002, 
    8.0054870180000002, 6.8320079009999999, 8.0805935069999997, 
    8.6798193020000003, 8.0724270429999994, 8.6318337540000005, 
    9.6004190020000006, 8.6422785990000008, 7.4164175630000004, 
    NA, 9.2792538570000005, 9.1767674990000003, 5.4890881059999996, 
    8.0671992269999997, 6.9313190709999999, NA, 6.2500361130000002, 
    8.5140680700000004, 4.0493147289999998, 8.3413912480000008, 
    9.7918693220000002, 7.8189186499999996, 9.6609942669999995, 
    3.8591124489999999, 7.9961271509999996, 4.9749898330000004, 
    NA, 7.6831060830000002, 6.8979856699999997, 6.4697595129999996, 
    7.9075511299999999, 7.8316391789999997, 8.3531056459999995, 
    7.1304171009999999, 8.6586464989999996, 9.7625549070000002, 
    8.9095378380000003, 8.3085775000000002, NA, 7.8506680089999996, 
    NA, 2.6640976969999999, NA, NA, 8.1526224460000005, 7.3367856869999999, 
    5.6399569429999996, 6.830875453, 4.1648808529999997, 6.647739402, 
    7.2653050810000002, NA, 6.8025879900000001, 9.1159574909999996, 
    8.9952961350000002, 5.937494332, 7.294669431, 4.968874199, 
    7.8056587769999997, 4.040265754, NA, 8.4478546600000008, 
    4.6523383960000002, 6.9618203650000003, 9.7960838149999994, 
    5.9589368499999997, 2.3395996449999998, 4.1287261329999998, 
    6.7295949970000004, 7.6933968300000002, 6.2400750499999997, 
    8.8482359580000001, 7.2395997000000003, 7.4588483070000002, 
    7.621134048, 6.7540120330000004, 5.6258969150000002, 6.3850333299999997, 
    NA, 7.066659456, 0, 7.098826335, NA, 6.6633618969999997, 
    3.0720218510000001, NA, 6.1875614179999996, 9.9643470399999998, 
    6.2148848269999997, 7.519499723, 8.039560431, 7.0330483370000003, 
    5.0123630400000003, NA, NA, NA, 8.8348434749999996, 8.3148069519999996, 
    7.8031295590000003, 8.4208107670000008, NA, 0.58065187200000001, 
    8.3578281059999995, NA, 4.1534262809999998, 6.6528068280000001, 
    7.7834843380000001, 7.4341822320000004, 5.7996552069999998, 
    1.8553003480000001, 9.8111310960000004, 9.24186905, 9.9768346250000004, 
    6.949590808, 4.5879096969999997, 7.5227062880000002, NA, 
    2.3346370489999999, 0, 4.82128538, 6.9329657789999999, 4.4872751859999997, 
    5.1432469970000003, 8.4951422720000007, 7.2912559039999998, 
    7.6258645979999997, 6.8740999729999999, 7.3286183239999998, 
    9.9011851970000002, 5.9839621870000004, NA, NA, 8.0480154010000007, 
    9.8114410890000006, 4.5395881720000002, NA, 6.6634344509999996, 
    5.737930413, 7.7499941430000003, 4.9084243770000002, NA, 
    7.8623860030000001, 7.4613363479999997, 2.4614294910000001, 
    NA, 2.7513298119999998, 9.5142198990000004, NA, 6.5228922320000002, 
    6.1828909239999996, 8.2143373519999994, 4.3902432960000004, 
    9.2710146059999996, 2.9791479949999999, 7.6822558470000004, 
    7.4717480189999996, 4.5821183530000003, 3.3798715879999999, 
    4.9091482949999996, 8.4435873019999992, 9.6881161070000008, 
    7.1906322060000001, 7.9739965860000002, 6.7634166740000001, 
    8.0905473790000002, 8.9462748770000005, 7.8159791030000001, 
    8.6264043689999994, 9.7833675479999993, 8.643545456, 7.4316198399999998, 
    NA, 9.2821495289999998, 9.1796631709999996, 5.3419517790000004, 
    8.0711807760000003, 6.0627984890000004, NA, 4.5397799140000004, 
    8.3352603320000007, 3.9693217930000002, 8.3489923860000008, 
    9.7931361779999992, 7.5742065959999998, 9.6562888010000005, 
    3.4044919650000001, 7.95721656, 5.0046704689999997, NA, 7.8208323750000002, 
    6.8921943270000003, 6.4789894669999999, 7.8941586480000003, 
    7.8343538720000003, 8.2390885659999995, 7.261111176, 8.6696862479999997, 
    9.7545918090000008, 8.9987607280000006, 8.3860116389999995, 
    NA, 7.8379734619999999, NA, 3.786713486, NA, NA, 8.1039389629999992, 
    7.3438438870000002, 5.63380364, 6.87467249, 5.4637518759999999, 
    6.6491872379999997, 6.4205940459999997, NA, 6.7245858289999996, 
    9.1101661469999993, 8.4639878169999996, 5.9382182500000003, 
    7.3017276310000003, 5.2023377440000003, 7.7835792789999996, 
    3.8562096110000001, NA, 8.4266800590000006, 4.5994923840000004, 
    6.9737650110000002, 9.7921022660000006, 6.0454450470000003, 
    2.3347131989999999, 4.1723421900000002, 6.7339385050000002, 
    6.1975941370000003, 5.9856178839999998, 8.8335766190000005, 
    7.2300077869999999, 5.6327508499999999, 7.3401741300000003, 
    7.4603964779999998, 5.670495818, 6.1421310709999997, NA, 
    6.7966102729999998, 1.1257720149999999, 6.6686103020000003, 
    NA, 6.4928003680000002, 2.916198509, NA, 5.636216342, 9.9639850810000006, 
    6.2132560120000004, 7.5615389300000002, 8.0370267179999999, 
    7.0086161049999998, 4.7886723880000002, NA, NA, NA, 8.8406348189999999, 
    8.3173406649999997, 7.8539847959999998, 8.4293168030000007, 
    NA, 0.56898960899999995, 8.3531226390000004, NA, 4.0748811810000003, 
    6.653711726, 7.7429207470000003, 7.4569856479999999, 7.5301847049999999, 
    2.3770642230000001, 9.8203610500000007, 9.2451266810000003, 
    9.9770156050000001, 6.944885341, 4.5783177840000002, 7.3060738360000004, 
    NA, 5.1244359169999996, 0), ef_regulation_business_compliance = c(7.074365792, 
    7.0295284860000002, 6.7829233039999997, 6.5082948050000002, 
    6.4914808160000002, 8.8230207210000007, 8.5315782329999994, 
    7.8141813390000001, 7.3882269330000003, 9.680534196, 5.1239429870000004, 
    7.253715015, 7.93748393, 8.4755316000000001, 8.3522290090000002, 
    6.9734818540000001, 9.0472072499999996, 0, 5.392966822, 8.6548808239999993, 
    0, 9.2803612409999996, 4.9221751100000004, 6.9734818540000001, 
    7.3994362589999998, 8.0607865210000007, 3.0053802840000001, 
    8.5315782329999994, 7.9823212359999998, 4.5858953160000002, 
    1.4136559259999999, 6.7380859979999999, 7.6796694209999998, 
    7.3209709739999997, 6.1215730419999996, 3.2519854659999998, 
    8.3073917030000004, 6.9734818540000001, 7.6908787480000003, 
    8.5764155389999992, 7.2200870359999998, 8.5427875590000006, 
    6.4466435100000004, 2.5345885720000001, 5.6059440250000003, 
    7.9823212359999998, 9.439533677, 6.5699461010000002, 7.2312963620000001, 
    8.957532638, 8.4419036209999998, 4.5298486840000001, 6.3457595710000003, 
    6.9846911800000004, 7.55636683, 7.4891108710000003, 7.836599992, 
    7.2200870359999998, 5.5162694129999998, 7.55636683, 7.1304124240000002, 
    7.93748393, 7.4891108710000003, 9.1929284940000002, 6.895016568, 
    8.4306942950000003, 7.6012041359999998, 7.6740647580000001, 
    6.1439916950000004, 6.5026901419999996, 9.0808352299999999, 
    7.3658082800000004, 7.3321803010000002, 6.995900507, 8.3073917030000004, 
    8.5596015489999999, 8.0047398889999997, 7.9206699399999998, 
    7.8926466240000002, 8.9014860060000007, 7.4779015449999999, 
    5.9422238189999996, 8.1112284900000002, 7.9711119090000002, 
    6.2672942860000003, 8.4362989580000001, 0.034908769999999999, 
    8.7748206169999996, 9.3834870440000007, 8.6660901500000005, 
    7.9486932560000003, 8.0103445519999994, 7.8926466240000002, 
    6.9734818540000001, 8.4419036209999998, 6.9734818540000001, 
    8.2961823769999992, 7.3041569839999996, 7.9711119090000002, 
    8.4979502530000008, 6.6372020599999999, 8.2625543970000006, 
    7.7581347059999999, 6.8389699359999998, 6.614783407, 6.2000383269999997, 
    8.6660901500000005, 8.4306942950000003, 7.7469253800000004, 
    6.9734818540000001, 5.9601587409999999, 9.0696259030000004, 
    9.2377658, 6.5082948050000002, 5.3257108630000003, 7.7693440330000003, 
    5.7628745950000004, 7.0855751180000004, 7.9599025829999999, 
    7.0855751180000004, 7.2761336679999999, 9.5404176150000009, 
    8.1728797859999993, 8.116833153, 8.9407186490000008, 9.4731616560000003, 
    5.0566870279999998, 7.4722968820000002, 9.0472072499999996, 
    6.155201022, 9.2826031059999998, 7.8478093180000004, 7.253715015, 
    7.6460414419999996, 8.2961823769999992, 8.116833153, 7.9823212359999998, 
    7.7693440330000003, 8.6324621710000002, 8.6324621710000002, 
    9.2938124329999994, 6.233666307, 7.5227388509999997, 7.4891108710000003, 
    7.6796694209999998, 7.0631564649999996, 6.9062258950000004, 
    7.5787854829999999, 7.6460414419999996, 8.3746476619999992, 
    7.5843901459999996, 7.8141813390000001, 6.3289455820000002, 
    9.8654880820000006, 8.7669740889999996, 8.0383678679999999, 
    7.8702279710000003, 1.1222134370000001, 4.4177554189999997, 
    7.2200870359999998, 8.1616704589999998, 7.2873429950000004, 
    7.074365792, 7.0295284860000002, 6.7829233039999997, 5.9758517979999999, 
    6.4914808160000002, 8.8230207210000007, 8.5315782329999994, 
    7.8141813390000001, 7.3882269330000003, 9.6973481849999992, 
    5.1239429870000004, 7.3433896269999996, NA, 8.1952984390000001, 
    8.3522290090000002, 6.9734818540000001, 9.0472072499999996, 
    0, 5.392966822, 8.2961823769999992, 0, 9.1424865250000007, 
    4.9221751100000004, 6.9734818540000001, 7.3994362589999998, 
    8.0607865210000007, 2.938124325, 8.5315782329999994, 7.9823212359999998, 
    4.5858953160000002, 1.4136559259999999, 6.7380859979999999, 
    7.0967844449999999, 7.3209709739999997, 6.1215730419999996, 
    3.2519854659999998, 8.3073917030000004, 6.9734818540000001, 
    7.6908787480000003, 8.5764155389999992, 7.377017607, 8.5427875590000006, 
    6.4466435100000004, 2.557007225, 5.6059440250000003, 7.2200870359999998, 
    9.0584165769999991, 6.5699461010000002, 7.2312963620000001, 
    8.957532638, 8.4419036209999998, 4.5298486840000001, 6.3457595710000003, 
    6.9734818540000001, 7.55636683, 7.4891108710000003, 7.836599992, 
    7.1304124240000002, 5.0678963540000002, 7.6684600950000004, 
    7.1304124240000002, 7.93748393, 7.4891108710000003, 9.1705098409999994, 
    6.895016568, 8.4306942950000003, 7.2985523209999998, 7.5227388509999997, 
    6.1439916950000004, NA, 9.0808352299999999, 7.3658082800000004, 
    7.3097616480000003, 6.995900507, 8.0383678679999999, 8.3746476619999992, 
    8.0047398889999997, 7.8085766760000004, 7.8926466240000002, 
    8.9014860060000007, 7.4779015449999999, 5.9422238189999996, 
    8.1112284900000002, 7.9711119090000002, 6.3681782240000002, 
    8.4362989580000001, 0.034908769999999999, 8.0832051739999997, 
    9.3834870440000007, 8.6660901500000005, 7.9486932560000003, 
    8.0103445519999994, 8.1616704589999998, 6.9734818540000001, 
    8.4419036209999998, 1.8844476370000001, 8.2961823769999992, 
    6.79413263, 7.9711119090000002, 8.3410196830000007, 6.6372020599999999, 
    7.634832115, 7.7581347059999999, 6.8389699359999998, 6.614783407, 
    6.2000383269999997, 8.6660901500000005, 8.2961823769999992, 
    7.7469253800000004, 6.9734818540000001, 0, 9.0696259030000004, 
    9.2377658, 6.5082948050000002, 5.3257108630000003, 7.6796694209999998, 
    5.7628745950000004, 7.0855751180000004, 7.9195490079999997, 
    6.9622725269999997, 7.2761336679999999, 9.5404176150000009, 
    8.1952984390000001, 8.116833153, 8.6100435179999995, 9.2489751269999996, 
    5.0566870279999998, 7.4722968820000002, 9.0472072499999996, 
    6.155201022, 9.2545797899999993, 7.8478093180000004, 7.253715015, 
    7.7245067269999996, 8.2961823769999992, 7.9935305620000001, 
    NA, 7.7693440330000003, 8.6324621710000002, 8.6324621710000002, 
    9.2938124329999994, 6.233666307, 7.5227388509999997, 7.1079937710000003, 
    7.8141813390000001, 7.0183191599999999, 6.9062258950000004, 
    7.5787854829999999, 7.6460414419999996, 8.3858569890000005, 
    7.5731808200000001, 7.8141813390000001, 6.0150844409999999, 
    9.8654880820000006, 8.7669740889999996, 8.0383678679999999, 
    6.9622725269999997, 1.1222134370000001, 3.9469637070000001, 
    7.2200870359999998, 7.9206699399999998, 7.2873429950000004, 
    5.9982704509999998, 5.6844093100000004, 6.8389699359999998, 
    5.4602227809999997, 6.4914808160000002, 8.8230207210000007, 
    8.1392518060000008, 7.8141813390000001, 9.3498590650000004, 
    9.3274404119999996, 6.614783407, 7.3433896269999996, NA, 
    8.0271585420000005, 8.1952984390000001, 8.3522290090000002, 
    6.9734818540000001, 0, 5.292082884, 8.2961823769999992, 0, 
    9.0023699439999998, 5.2584549039999997, 6.9734818540000001, 
    6.9286445480000003, 8.0607865210000007, 2.938124325, 8.5315782329999994, 
    7.9823212359999998, 4.5858953160000002, 1.7947730260000001, 
    6.7380859979999999, 7.074365792, 7.3209709739999997, 6.1215730419999996, 
    3.2519854659999998, 8.3073917030000004, 6.9734818540000001, 
    7.6908787480000003, 8.3690429989999995, 5.4602227809999997, 
    8.5427875590000006, 6.4578528359999998, 2.6691004899999999, 
    5.6059440250000003, 6.5026901419999996, 9.0920445559999994, 
    6.5699461010000002, 7.8141813390000001, 8.957532638, 8.4643222740000006, 
    4.5298486840000001, 6.3457595710000003, 5.9422238189999996, 
    7.55636683, 7.4891108710000003, 7.836599992, 7.1304124240000002, 
    5.0678963540000002, 7.6684600950000004, 7.1304124240000002, 
    7.93748393, 7.4891108710000003, 9.1705098409999994, 6.895016568, 
    8.4306942950000003, 7.2761336679999999, 7.377017607, 6.1439916950000004, 
    NA, 9.0808352299999999, 7.3658082800000004, 6.9846911800000004, 
    5.9870611250000003, 6.3009222659999997, 8.3073917030000004, 
    7.8926466240000002, 7.7413207169999998, 7.8926466240000002, 
    8.9014860060000007, 7.4779015449999999, 5.9422238189999996, 
    7.836599992, 7.9486932560000003, 6.3681782240000002, 8.4362989580000001, 
    0.034908769999999999, 8.0832051739999997, 9.3834870440000007, 
    8.6660901500000005, 7.9486932560000003, 8.0439725309999996, 
    8.677299477, 6.9734818540000001, 8.4419036209999998, 1.772354373, 
    8.2961823769999992, 6.79413263, 7.9150652770000001, 8.3410196830000007, 
    6.4802714889999997, 7.634832115, 7.5675761560000003, 7.8926466240000002, 
    6.614783407, 6.2560849599999999, 8.6212528440000007, 8.2961823769999992, 
    7.6796694209999998, 6.9734818540000001, 0, 9.0696259030000004, 
    9.2377658, 3.3416600779999999, 5.3257108630000003, 7.6796694209999998, 
    5.7628745950000004, 7.0855751180000004, 7.836599992, 6.9622725269999997, 
    6.9174352209999999, 9.5404176150000009, 8.2177170919999991, 
    8.116833153, 8.7781834150000009, 9.2826031059999998, 3.0502175899999999, 
    7.2615615440000001, 9.0472072499999996, 6.1439916950000004, 
    9.0640212400000006, 7.8926466240000002, 7.253715015, 7.7581347059999999, 
    8.2289264180000004, 8.1280424799999995, NA, 7.7693440330000003, 
    8.7669740889999996, 8.6324621710000002, 9.2938124329999994, 
    6.233666307, 7.5227388509999997, 6.9062258950000004, 7.9935305620000001, 
    7.0407378119999997, 6.9062258950000004, 6.9734818540000001, 
    7.6460414419999996, 8.3858569890000005, 7.4666922180000004, 
    7.6572507679999999, 6.0767357359999998, 9.8654880820000006, 
    8.7669740889999996, 8.0383678679999999, 6.895016568, 1.1222134370000001, 
    1.3688186200000001, 7.2200870359999998, 8.2401357449999999, 
    7.2873429950000004, 5.9982704509999998, 4.9445937630000003, 
    6.8389699359999998, 5.4602227809999997, 6.4018062039999997, 
    8.8230207210000007, 8.1392518060000008, 7.8141813390000001, 
    9.3498590650000004, 9.3274404119999996, 6.614783407, 7.3433896269999996, 
    NA, 8.2065077649999996, 8.3522290090000002, 6.9734818540000001, 
    6.9286445480000003, 0, 5.4378041279999998, 8.2961823769999992, 
    0, 8.957532638, 4.9109657840000001, 6.9734818540000001, 6.9286445480000003, 
    8.0607865210000007, 2.938124325, 8.5315782329999994, 7.9150652770000001, 
    4.5858953160000002, 1.7947730260000001, 6.7380859979999999, 
    7.074365792, 7.3209709739999997, 6.4578528359999998, 3.2519854659999998, 
    8.1728797859999993, 6.9734818540000001, 7.6684600950000004, 
    8.3578336719999999, 5.3705481690000001, 8.5427875590000006, 
    6.3681782240000002, 2.6691004899999999, 5.6059440250000003, 
    6.41301553, 9.0920445559999994, 6.5699461010000002, 7.8141813390000001, 
    8.957532638, 8.4643222740000006, 4.5298486840000001, 5.7852932480000003, 
    5.9422238189999996, 7.55636683, 7.4891108710000003, 7.836599992, 
    7.1304124240000002, 5.0678963540000002, 7.6684600950000004, 
    7.1304124240000002, 7.93748393, 7.4891108710000003, 9.1256725359999997, 
    6.895016568, 8.4306942950000003, 7.2761336679999999, 7.1584357399999998, 
    6.1439916950000004, NA, 9.1032538830000007, 7.3658082800000004, 
    6.9846911800000004, 5.8749678599999999, 6.3009222659999997, 
    8.3073917030000004, 7.8926466240000002, 7.7413207169999998, 
    7.9038559509999997, 8.9014860060000007, 7.6460414419999996, 
    NA, 7.836599992, 7.9486932560000003, 6.3681782240000002, 
    NA, 0.034908769999999999, 8.0383678679999999, 9.3834870440000007, 
    8.6660901500000005, 7.9486932560000003, 8.0439725309999996, 
    8.5091595800000004, 6.9734818540000001, 8.4419036209999998, 
    1.772354373, 8.2961823769999992, 6.2560849599999999, 7.9262746030000004, 
    8.3410196830000007, 6.41301553, 7.3994362589999998, 7.4218549119999997, 
    8.2681590610000004, 6.4802714889999997, 6.2560849599999999, 
    8.6212528440000007, 8.2961823769999992, 7.6796694209999998, 
    6.9734818540000001, 0, 9.0696259030000004, 9.2377658, 3.3416600779999999, 
    5.3257108630000003, 7.6796694209999998, 5.7628745950000004, 
    6.715667345, 7.836599992, 6.79413263, 6.9174352209999999, 
    9.5404176150000009, 8.2177170919999991, 8.116833153, 8.8006020679999999, 
    9.2826031059999998, 3.0502175899999999, 6.8725979150000001, 
    9.0135792709999993, 6.0431077569999996, 9.0808352299999999, 
    7.6796694209999998, 7.0855751180000004, 7.7581347059999999, 
    8.1280424799999995, 8.1280424799999995, NA, 7.7693440330000003, 
    8.7669740889999996, 8.6324621710000002, 9.2938124329999994, 
    6.233666307, 7.5227388509999997, 7.6572507679999999, 7.9711119090000002, 
    7.0407378119999997, 6.9062258950000004, 6.9734818540000001, 
    7.6460414419999996, 8.3858569890000005, 7.4666922180000004, 
    7.6572507679999999, 6.0767357359999998, 9.8654880820000006, 
    8.7669740889999996, 8.0383678679999999, 6.5026901419999996, 
    1.1222134370000001, 0.22546732, 7.2200870359999998, 8.0159492149999991, 
    7.2873429950000004, 5.9982704509999998, 4.9445937630000003, 
    6.8389699359999998, 5.4602227809999997, 5.7404559419999996, 
    8.8230207210000007, 8.1392518060000008, 7.6012041359999998, 
    9.3498590650000004, 9.5964642470000001, 6.614783407, 7.3433896269999996, 
    NA, 8.2065077649999996, 8.3522290090000002, 6.9734818540000001, 
    NA, 0, 5.4378041279999998, 8.2961823769999992, 0, 8.9239046589999997, 
    4.9109657840000001, 6.9734818540000001, 6.9286445480000003, 
    8.0607865210000007, 2.938124325, 8.5315782329999994, 7.9150652770000001, 
    4.5858953160000002, 1.7947730260000001, 6.7380859979999999, 
    6.4354341829999999, 7.7245067269999996, 6.0991543889999997, 
    3.2519854659999998, 7.4666922180000004, 6.9734818540000001, 
    7.8029720119999997, 8.3522290090000002, 5.3705481690000001, 
    8.5427875590000006, 6.3681782240000002, 2.6691004899999999, 
    5.6059440250000003, 6.41301553, 9.0920445559999994, 6.5699461010000002, 
    7.9262746030000004, 8.957532638, 8.5203689059999999, 4.5298486840000001, 
    5.7852932480000003, 6.8613885889999997, 7.55636683, 7.4891108710000003, 
    7.836599992, 6.3457595710000003, NA, 7.6684600950000004, 
    7.1304124240000002, 7.93748393, 7.4891108710000003, 9.1256725359999997, 
    6.895016568, 8.4306942950000003, 7.2761336679999999, 7.0967844449999999, 
    6.1439916950000004, NA, 9.1032538830000007, 7.3658082800000004, 
    6.9846911800000004, 5.8749678599999999, 6.3009222659999997, 
    8.3073917030000004, 7.8926466240000002, 6.5475274480000003, 
    7.9038559509999997, 8.9014860060000007, 7.6460414419999996, 
    NA, 7.0407378119999997, 7.9823212359999998, 6.3681782240000002, 
    NA, NA, 8.0383678679999999, 9.3834870440000007, 8.6660901500000005, 
    7.9486932560000003, 8.0383678679999999, 8.5091595800000004, 
    6.9734818540000001, 8.4419036209999998, 2.1983087779999999, 
    8.2961823769999992, 6.2560849599999999, 7.9711119090000002, 
    7.8478093180000004, 6.41301553, 7.3994362589999998, 7.4218549119999997, 
    8.2625543970000006, 6.4802714889999997, 6.3457595710000003, 
    8.6212528440000007, 8.2961823769999992, 7.6796694209999998, 
    6.9734818540000001, 0, 9.0696259030000004, 9.2377658, 3.5322186279999999, 
    5.3257108630000003, 7.6796694209999998, 5.6956186359999998, 
    6.715667345, 7.836599992, 6.79413263, 6.9174352209999999, 
    9.5404176150000009, 7.7581347059999999, 8.0159492149999991, 
    8.7333461089999993, 9.1929284940000002, 2.7811937549999999, 
    6.8725979150000001, NA, 6.0431077569999996, 9.0808352299999999, 
    7.6796694209999998, 7.0855751180000004, 7.7581347059999999, 
    8.1280424799999995, 7.6460414419999996, NA, 7.7693440330000003, 
    8.7669740889999996, 8.6324621710000002, 9.2938124329999994, 
    6.233666307, 7.5227388509999997, 7.4891108710000003, 8.0271585420000005, 
    7.0407378119999997, 6.9062258950000004, 6.9734818540000001, 
    7.6460414419999996, 8.3858569890000005, 7.4666922180000004, 
    7.6572507679999999, 5.6283626780000002, 9.8654880820000006, 
    8.7669740889999996, 8.0383678679999999, 6.5251087950000004, 
    1.1222134370000001, 0.22546732, 7.2200870359999998, 7.9486932560000003, 
    7.2873429950000004, 5.9982704509999998, 4.9445937630000003, 
    6.8389699359999998, 5.4602227809999997, 5.7404559419999996, 
    8.7781834150000009, 8.0944144999999992, 7.6012041359999998, 
    9.3498590650000004, 9.5964642470000001, 6.614783407, 7.3433896269999996, 
    NA, 8.2513450709999994, 8.3522290090000002, 6.9734818540000001, 
    NA, 0, 5.4378041279999998, 8.2961823769999992, 0, 8.9239046589999997, 
    4.9109657840000001, 6.9734818540000001, 6.9286445480000003, 
    8.0607865210000007, 2.6691004899999999, 8.5315782329999994, 
    7.9150652770000001, 4.35049946, 1.7947730260000001, 6.7380859979999999, 
    6.2112476540000001, 7.7245067269999996, 6.233666307, 3.2071481610000001, 
    7.4666922180000004, 6.9734818540000001, 7.8029720119999997, 
    8.3522290090000002, 5.3705481690000001, 8.5427875590000006, 
    6.3681782240000002, 2.6691004899999999, 5.6059440250000003, 
    6.41301553, 9.0472072499999996, 6.5699461010000002, 8.1728797859999993, 
    8.957532638, 8.5203689059999999, 4.5298486840000001, 5.7852932480000003, 
    6.8613885889999997, 7.6796694209999998, 7.4891108710000003, 
    7.7357160540000001, 6.2785036129999998, NA, 7.6684600950000004, 
    7.0519471390000001, 7.93748393, 7.4891108710000003, 9.1256725359999997, 
    6.895016568, 8.4306942950000003, 7.2761336679999999, 7.0967844449999999, 
    6.1439916950000004, NA, 9.1032538830000007, 7.3658082800000004, 
    6.9846911800000004, 5.8749678599999999, 6.3009222659999997, 
    8.3073917030000004, 7.8926466240000002, 6.1888290010000002, 
    7.6796694209999998, 8.9014860060000007, 7.6460414419999996, 
    NA, 7.0407378119999997, 7.9823212359999998, 6.3681782240000002, 
    NA, NA, 8.0383678679999999, 9.3386497380000009, 8.6660901500000005, 
    7.7469253800000004, 8.0383678679999999, 8.5091595800000004, 
    6.9734818540000001, 8.4419036209999998, 2.1983087779999999, 
    8.1952984390000001, 6.2224569799999996, 7.5339481770000001, 
    7.8478093180000004, 6.41301553, 7.3321803010000002, 7.4218549119999997, 
    NA, 6.0767357359999998, 6.3457595710000003, 8.5764155389999992, 
    8.2961823769999992, 7.6796694209999998, 6.9734818540000001, 
    0, 9.0247885970000006, 9.3050217590000006, 3.7227771779999999, 
    5.1687802920000001, 7.6796694209999998, 5.6619906569999996, 
    6.715667345, 7.836599992, 6.79413263, 6.9174352209999999, 
    9.4619523300000008, 7.5787854829999999, 8.0159492149999991, 
    8.4979502530000008, 9.1929284940000002, 2.5345885720000001, 
    6.8725979150000001, NA, 5.9982704509999998, 9.0808352299999999, 
    7.6796694209999998, 7.0855751180000004, 7.7581347059999999, 
    8.1280424799999995, 7.1528310770000001, NA, 7.7693440330000003, 
    8.8342300470000001, 8.6324621710000002, 9.2938124329999994, 
    6.233666307, 7.5227388509999997, 7.4891108710000003, 8.0719958480000003, 
    7.0407378119999997, 6.9062258950000004, 6.9734818540000001, 
    7.6460414419999996, 8.3858569890000005, 7.5003201979999998, 
    7.6124134620000001, 4.4962207039999997, 9.8654880820000006, 
    8.7669740889999996, 8.0383678679999999, 6.5251087950000004, 
    1.1222134370000001, 0.22546732, 7.2200870359999998, 8.5203689059999999, 
    7.2873429950000004, 5.8413398799999996, 4.9445937630000003, 
    6.8389699359999998, 5.3481295160000002, 4.3953367659999998, 
    8.7781834150000009, 8.0944144999999992, 7.4779015449999999, 
    9.3498590650000004, 9.5964642470000001, 6.614783407, NA, 
    NA, 8.2513450709999994, 8.3522290090000002, 6.9734818540000001, 
    NA, 0, 5.2696642310000001, 8.2961823769999992, 0, 8.9239046589999997, 
    4.3953367659999998, 6.9734818540000001, 6.9286445480000003, 
    8.0607865210000007, 2.6691004899999999, 8.5315782329999994, 
    7.9150652770000001, 4.35049946, 1.7947730260000001, 6.4578528359999998, 
    5.5386880659999997, 7.836599992, 6.233666307, 3.2071481610000001, 
    7.2425056889999997, 6.9734818540000001, 7.8029720119999997, 
    8.3298103559999994, 3.7564051570000001, 8.4867409269999996, 
    6.3681782240000002, 2.6691004899999999, 5.1463616390000002, 
    6.41301553, 9.0472072499999996, 7.7805533589999998, 8.1728797859999993, 
    8.957532638, 8.5203689059999999, 4.5298486840000001, 5.7852932480000003, 
    5.6619906569999996, 7.5227388509999997, 7.4891108710000003, 
    7.4891108710000003, 6.1439916950000004, NA, 7.6684600950000004, 
    7.0519471390000001, 7.93748393, 7.4891108710000003, 9.1032538830000007, 
    6.895016568, 8.4306942950000003, 7.1528310770000001, 7.0183191599999999, 
    6.1439916950000004, NA, 9.1480911880000004, 7.3658082800000004, 
    6.8053419570000004, 5.3593388419999997, 6.3009222659999997, 
    8.6997181300000008, 7.8926466240000002, 5.5947346979999999, 
    7.4779015449999999, 8.677299477, 7.6460414419999996, NA, 
    6.7492953240000002, 7.9823212359999998, 6.3681782240000002, 
    NA, NA, 8.0383678679999999, 9.3386497380000009, 8.6660901500000005, 
    7.7469253800000004, 8.2401357449999999, 8.5091595800000004, 
    6.9734818540000001, NA, 2.1983087779999999, 8.1952984390000001, 
    6.1103637160000002, 7.4442735649999996, 7.8478093180000004, 
    5.8301305540000001, 7.3321803010000002, 7.4218549119999997, 
    NA, 5.7965025749999999, 6.3457595710000003, 8.5764155389999992, 
    8.0719958480000003, 7.6796694209999998, 6.9734818540000001, 
    0, 9.0247885970000006, 9.3050217590000006, 3.7227771779999999, 
    4.5971046429999998, 7.8253906649999996, 5.6619906569999996, 
    6.5363181209999999, 7.8141813390000001, 6.6820393659999997, 
    6.9174352209999999, 9.5964642470000001, 7.5115295240000002, 
    6.7492953240000002, 8.3410196830000007, 9.1144632090000002, 
    2.5345885720000001, 6.8725979150000001, NA, 5.9982704509999998, 
    9.0584165769999991, 7.4106455860000002, 7.0855751180000004, 
    7.7581347059999999, 7.9038559509999997, 7.1304124240000002, 
    NA, 7.7693440330000003, 8.8342300470000001, 8.6324621710000002, 
    9.2938124329999994, 6.233666307, 7.253715015, 7.4891108710000003, 
    8.0719958480000003, 7.0407378119999997, 6.9062258950000004, 
    6.9734818540000001, 7.6460414419999996, 8.3858569890000005, 
    7.5003201979999998, 7.6124134620000001, 2.6354725110000001, 
    9.8654880820000006, 8.7669740889999996, 7.9038559509999997, 
    6.233666307, 0.31514193200000001, 0, 7.2200870359999998, 
    8.5203689059999999, 7.2873429950000004, 5.9646424720000004, 
    4.9445937630000003, 6.8389699359999998, 4.9221751100000004, 
    3.4873813220000001, 8.7781834150000009, 8.0944144999999992, 
    6.5699461010000002, 9.3498590650000004, 9.5964642470000001, 
    6.614783407, NA, NA, 8.2513450709999994, 8.3522290090000002, 
    6.9734818540000001, NA, 0, 5.2696642310000001, 8.2961823769999992, 
    0, NA, 3.0950548960000002, 6.9734818540000001, 7.634832115, 
    NA, 2.6691004899999999, 8.5315782329999994, NA, 4.35049946, 
    1.7947730260000001, 6.4578528359999998, 5.5386880659999997, 
    7.6684600950000004, 6.233666307, 3.2071481610000001, 6.9510632010000002, 
    6.9734818540000001, 7.8029720119999997, 8.3298103559999994, 
    3.7564051570000001, 8.4867409269999996, 6.3681782240000002, 
    2.6691004899999999, 5.1463616390000002, 6.41301553, 9.0920445559999994, 
    7.7805533589999998, 8.1728797859999993, 7.2761336679999999, 
    8.5203689059999999, 4.5298486840000001, NA, 5.6619906569999996, 
    7.5899948090000002, 7.4891108710000003, 7.4891108710000003, 
    6.1439916950000004, NA, 7.6684600950000004, 6.7717139770000001, 
    8.2065077649999996, 7.4891108710000003, 9.1032538830000007, 
    6.895016568, 8.4306942950000003, 7.1079937710000003, 7.0183191599999999, 
    6.1439916950000004, NA, 9.1480911880000004, 7.3658082800000004, 
    6.8053419570000004, 5.3593388419999997, 6.0206891039999997, 
    8.8678580270000005, 6.9622725269999997, 5.5947346979999999, 
    7.1976683829999999, 8.677299477, 7.7357160540000001, NA, 
    6.715667345, NA, 6.3681782240000002, NA, NA, 8.0383678679999999, 
    9.3386497380000009, 8.6660901500000005, 7.7469253800000004, 
    8.2401357449999999, 8.3746476619999992, 6.9734818540000001, 
    NA, 2.1983087779999999, 8.1952984390000001, 5.471432107, 
    7.4442735649999996, 7.8478093180000004, 5.8301305540000001, 
    5.9870611250000003, 7.4218549119999997, NA, 5.7965025749999999, 
    6.2112476540000001, 8.4979502530000008, 7.8478093180000004, 
    7.5115295240000002, 6.9734818540000001, 0, 9.0247885970000006, 
    9.3050217590000006, 3.7227771779999999, 4.5971046429999998, 
    7.8253906649999996, 6.5138994690000001, 5.7404559419999996, 
    7.8141813390000001, 6.3569688979999999, 6.6596207129999998, 
    NA, 7.5115295240000002, 6.41301553, 8.3410196830000007, NA, 
    2.5345885720000001, 6.8725979150000001, NA, 5.9982704509999998, 
    9.0584165769999991, 7.1192030979999998, 7.0855751180000004, 
    7.7581347059999999, 7.7917626860000002, 7.1304124240000002, 
    NA, NA, NA, 8.6324621710000002, 9.2938124329999994, 6.233666307, 
    6.9846911800000004, NA, 8.0719958480000003, 7.0407378119999997, 
    NA, 6.9734818540000001, 7.6460414419999996, 8.3858569890000005, 
    7.5003201979999998, 8.1952984390000001, 2.6354725110000001, 
    9.8654880820000006, 8.7669740889999996, 7.9038559509999997, 
    6.233666307, 0.31514193200000001, 0, NA, 8.5203689059999999, 
    7.2873429950000004, 7.2649243419999996, 4.9445937630000003, 
    6.9510632010000002, 4.9221751100000004, 3.4873813220000001, 
    8.8006020679999999, 8.0832051739999997, 5.7852932480000003, 
    9.3498590650000004, 9.5964642470000001, 6.614783407, NA, 
    NA, 8.2513450709999994, 8.3522290090000002, 6.9734818540000001, 
    NA, 0, 5.2696642310000001, 8.4306942950000003, 0, NA, 3.0950548960000002, 
    6.9734818540000001, 8.4306942950000003, NA, 0, 8.6660901500000005, 
    NA, 4.35049946, 1.7947730260000001, 6.4578528359999998, 4.35049946, 
    7.6684600950000004, 6.5475274480000003, 3.2071481610000001, 
    6.8389699359999998, 6.9734818540000001, 7.8029720119999997, 
    8.3298103559999994, 3.128682875, 8.4867409269999996, 6.3681782240000002, 
    3.2744041190000002, 4.6195232949999996, 6.41301553, 9.0920445559999994, 
    7.7805533589999998, 8.31860103, 7.2761336679999999, 8.5203689059999999, 
    6.9510632010000002, NA, 5.6619906569999996, 7.8029720119999997, 
    7.4891108710000003, 7.4891108710000003, 6.1439916950000004, 
    NA, 7.6684600950000004, 6.7717139770000001, 8.2065077649999996, 
    7.4891108710000003, 9.1032538830000007, 6.3009222659999997, 
    8.4306942950000003, 6.9622725269999997, 7.0183191599999999, 
    6.1439916950000004, NA, 9.1480911880000004, 7.4218549119999997, 
    6.2560849599999999, 5.3593388419999997, 6.0206891039999997, 
    8.8678580270000005, 6.9622725269999997, 5.3257108630000003, 
    7.1976683829999999, 8.677299477, 7.7357160540000001, NA, 
    6.8725979150000001, NA, 6.3681782240000002, NA, NA, 8.1392518060000008, 
    9.3386497380000009, 9.159300515, 7.7469253800000004, 8.2401357449999999, 
    8.3746476619999992, 6.9734818540000001, NA, 2.1983087779999999, 
    8.1952984390000001, 4.2047782160000002, 7.4442735649999996, 
    7.8478093180000004, 5.8301305540000001, 5.9870611250000003, 
    7.4218549119999997, NA, 5.7965025749999999, 6.2112476540000001, 
    8.1616704589999998, 9.2153471469999992, 7.3097616480000003, 
    6.9734818540000001, 0, 9.0247885970000006, 9.3050217590000006, 
    3.7227771779999999, 4.5971046429999998, 7.8253906649999996, 
    6.3233409189999996, 5.7404559419999996, 7.8141813390000001, 
    5.572316045, 6.3233409189999996, NA, 7.7357160540000001, 
    6.41301553, 8.2065077649999996, NA, 2.5345885720000001, 6.8725979150000001, 
    NA, 5.9982704509999998, 9.0584165769999991, 7.1192030979999998, 
    7.0855751180000004, 7.7581347059999999, 7.6124134620000001, 
    7.1304124240000002, NA, NA, NA, 8.6324621710000002, 9.2938124329999994, 
    6.233666307, 6.8501792630000002, NA, 8.0719958480000003, 
    7.0407378119999997, NA, 6.9734818540000001, 8.7221367829999998, 
    7.4442735649999996, 7.5003201979999998, 8.1952984390000001, 
    1.7499357200000001, 9.8654880820000006, 8.7669740889999996, 
    7.9038559509999997, 6.233666307, 0.31514193200000001, 0, 
    NA, 8.5203689059999999, 6.9734818540000001), ef_regulation_business = c(6.7058631929999999, 
    5.6769559980000004, 4.9302713379999998, 5.5358306480000001, 
    6.7975301750000003, 8.1216306520000003, 7.4198701580000002, 
    7.0800782260000004, 7.523034376, 8.0187739610000008, 4.962579742, 
    6.1485030810000003, 8.0923220150000006, 7.3743797200000003, 
    6.6847450139999998, 6.1422812799999997, 6.674657871, 3.3466656939999999, 
    5.27986296, 6.9428973809999999, 3.5900361909999998, 7.5139539600000003, 
    6.1919902169999999, 6.1153442719999997, 6.0123281369999999, 
    5.1358454379999996, 5.0888753299999996, 7.6523636970000002, 
    6.5680074279999996, 4.8048901700000002, 3.5369163850000001, 
    7.176758575, 6.4008611489999998, 6.4132318719999999, 5.1071814289999997, 
    4.938541785, 6.4042536200000004, 6.2036572550000004, 6.0811755270000001, 
    6.8559267180000001, 6.3788496009999998, 7.8753629849999998, 
    5.5066103530000001, 4.6290353890000002, 5.6037160449999996, 
    5.8899229880000004, 8.3399975990000002, 5.5754135749999998, 
    7.8201614599999996, 8.4885817079999999, 7.3125122329999996, 
    4.9808511930000003, 5.9151487759999997, 7.8394256819999999, 
    8.1867356880000006, 6.4200363840000003, 6.4321674670000002, 
    6.0340878650000001, 5.4773448729999998, 6.8803490790000001, 
    5.9208686330000004, 4.4794777769999996, 5.9194015589999998, 
    8.9465272670000004, 6.3320617490000002, 8.0241342200000005, 
    6.5769701840000003, 6.5848255269999996, 5.7634643460000001, 
    5.833444794, 8.2972087830000003, 7.2351728839999998, 6.1287797700000004, 
    6.3607313599999999, 7.7998742219999997, 6.9208738900000002, 
    6.8718499069999996, 6.2817991700000002, 7.5910270640000004, 
    5.7154704570000003, 5.8822749490000001, 5.7907249089999997, 
    6.9972222220000004, 4.9481469760000003, 5.8682469030000002, 
    6.3503466580000003, 2.9594591640000001, 7.6823959339999996, 
    7.9528230669999997, 7.7716765600000004, 5.6104736800000001, 
    5.7515417280000003, 8.2163988759999995, 5.8450143890000001, 
    6.6536960230000002, 5.7311725239999998, 7.586975979, 6.4072961079999997, 
    5.9803108460000001, 6.6857002850000002, 6.7198577640000003, 
    7.0098999319999997, 5.7846563929999997, 5.9393631329999996, 
    6.2661523299999997, 6.0005938079999996, 8.2567712120000003, 
    8.6515808140000008, 5.5256002669999997, 7.7864934200000002, 
    5.0904703080000004, 8.0654463879999998, 7.2986740579999996, 
    5.8738032560000004, 6.5419945229999996, 5.7448274819999998, 
    5.6962618459999996, 6.2407867460000004, 5.9828037780000001, 
    6.7879328980000002, 7.2805121499999998, 8.5407345550000002, 
    6.1712030960000002, 6.1829002339999999, 8.2309284120000008, 
    7.2268139649999998, 5.6991783260000002, 6.4401320310000001, 
    6.808913596, 5.3367291699999999, 9.2725999909999999, 6.15633359, 
    6.5404447440000002, 5.8229239599999998, 6.78775876, 6.6473772149999997, 
    6.3694320199999996, 5.0082378590000003, 6.6354564529999998, 
    7.924396572, 8.2699146960000007, 4.9011093710000004, 7.9468477740000001, 
    6.3850468510000002, 5.6920471040000002, 7.249522002, 6.0142126649999996, 
    7.1510716499999996, 6.265427452, 6.6279819379999996, 6.9975006390000001, 
    6.0756124680000001, 6.3851287809999997, 8.4908013750000002, 
    8.1139971220000007, 8.0115001760000002, 6.8661191879999999, 
    2.0098412959999998, 5.8963647310000002, 4.1593812679999997, 
    6.1747188099999999, 4.4159560139999998, 6.733388164, 5.6620404310000003, 
    4.9048534310000003, 4.920120936, 6.7754120789999996, 8.1285329839999996, 
    7.4853775730000001, 6.96178148, 7.523034376, 8.0605010119999996, 
    5.0465162750000001, 6.1632737759999996, NA, 7.4503351169999998, 
    6.7337835989999997, 5.8719259670000001, 6.5652318980000004, 
    3.2725673620000002, 5.2643239629999998, 6.9247005899999996, 
    3.4810979440000001, 7.4252369280000003, 6.1134527460000001, 
    5.7481284280000002, 5.8890875649999996, 4.9311650980000001, 
    4.7314827890000002, 7.6368124020000003, 6.4910327360000002, 
    4.6543126179999996, 3.6237459329999999, 7.1666233540000004, 
    6.251617167, 6.7245406829999999, 5.2540012120000004, 4.9010833009999999, 
    6.395913008, 5.6975203849999998, 6.1990179479999998, 6.8135163030000001, 
    6.4257099999999996, 7.9146606420000003, 5.6030523690000003, 
    4.7026714600000004, 5.9070239830000002, 5.9166271650000004, 
    8.2939454989999994, 5.5476887369999996, 7.8176258330000001, 
    8.4318460230000003, 7.3476254460000003, 4.6180131510000004, 
    5.9213899129999996, 7.8540251620000001, 8.0220649000000002, 
    6.4044818169999997, 6.43609571, 6.3047237169999999, 5.0344135229999996, 
    7.0384248300000003, 5.9739448890000002, 4.7032631299999998, 
    6.2478329490000002, 8.8946838750000001, 6.2625992500000001, 
    8.0604347989999994, 6.3394892140000003, 6.3950222400000003, 
    5.5818167269999996, NA, 8.5785037210000006, 7.198991962, 
    6.1050879220000001, 6.316743078, 7.7628194380000002, 6.9831138660000001, 
    7.3317392999999997, 6.0772317239999998, 7.5578403339999998, 
    5.4815866140000002, 5.9099977069999996, 5.7491466310000003, 
    7.3221677490000001, 5.0908774069999998, 6.0766649250000002, 
    6.6268971350000001, 2.95632253, 7.5793775730000004, 8.0082840869999998, 
    7.817691795, 5.6255866250000004, 5.715386992, 8.273259651, 
    6.0986743680000002, 6.5527764619999997, 4.557632474, 7.599243274, 
    6.3989816099999999, 5.9335527719999996, 6.4130346710000001, 
    6.6762329759999997, 6.7958128530000002, 5.8710931669999997, 
    5.3518227119999997, 6.3614627549999998, 6.0186093009999997, 
    8.1183748760000007, 8.5220600399999995, 5.5475439870000001, 
    6.8601566829999996, 4.1029840179999999, 8.1345767139999996, 
    7.3395196939999998, 5.817375674, 6.7017386300000004, 5.7225830090000001, 
    5.7390478480000002, 6.3764137180000002, 6.1992519899999996, 
    6.5122362310000002, 7.2523182129999997, 8.5657725070000001, 
    6.3133496339999997, 6.0016609479999996, 8.255656664, 7.2556614579999996, 
    5.3885051830000004, 6.2404508920000001, 7.0138864160000001, 
    5.3907801319999997, 9.2586806579999994, 6.0153790259999997, 
    6.7883623350000004, 6.0327973200000002, 6.7842513889999996, 
    6.6791759199999996, NA, 5.0019351790000002, 6.3854453830000004, 
    8.0804477890000008, 8.2686347250000001, 4.9290275289999999, 
    7.989091298, 6.1040357209999998, 5.7381726100000003, 7.1784433889999999, 
    6.0188572049999998, 6.8570913119999997, 6.1876675109999999, 
    6.653778816, 6.8400210110000002, 6.0941046590000001, 6.378131979, 
    9.0396927930000004, 8.1629097979999994, 7.6654431240000003, 
    6.4402368330000002, 2.26086067, 5.7366103050000001, 4.701190295, 
    6.1224516900000001, 4.2992666719999999, 6.4243536429999999, 
    5.1561480880000001, 4.9126511519999996, 4.7112072170000001, 
    6.6726714539999996, 8.0511967430000002, 7.2901922460000002, 
    6.7148527070000004, 7.9649839709999997, 7.8184986350000001, 
    5.2956446460000004, 6.3707735479999998, NA, 7.56578091, 6.7431196790000003, 
    6.0341708240000003, 6.2973311179999998, 3.641721397, 5.5173600780000003, 
    6.8386130080000003, 3.4804147909999998, 6.6618312849999999, 
    6.194698517, 5.7144230550000001, 5.8169361620000002, 4.8810562229999999, 
    4.7363736159999998, 7.7596347220000004, 6.5235450459999997, 
    4.4043301650000002, 3.5953443620000001, 7.3586926909999999, 
    6.1453574980000001, 6.737484136, 5.9721358779999996, 4.7449406209999996, 
    6.5239978320000001, 5.4620506649999996, 6.2148176529999999, 
    6.8783136200000001, 6.0019377729999999, 7.8523661520000001, 
    5.7442202230000001, 5.0111884780000002, 5.6424123489999998, 
    5.9265824220000001, 8.2268035679999993, 5.4503935920000002, 
    7.8103438880000002, 8.2706699570000008, 7.3556446319999997, 
    4.5138690920000002, 5.8405603270000004, 7.6512212880000003, 
    7.9215310780000001, 6.3273417570000001, 6.4134182390000003, 
    6.3963091590000003, 4.6617239130000003, 7.1426869599999998, 
    5.9545615810000001, 4.6743542160000002, 6.2596193659999999, 
    8.8735178619999999, 6.3575352279999997, 7.9472200199999996, 
    6.081453153, 6.1024856449999998, 5.5343939830000002, NA, 
    8.4247434810000001, 6.9084227479999996, 5.9344945410000003, 
    6.146213521, 7.4595875789999999, 7.0066071320000001, 6.8207414489999998, 
    6.0472270989999997, 7.5965234060000002, 5.6104617770000003, 
    5.9842458709999997, 5.6040128459999998, 7.3472580189999999, 
    4.9987241300000003, 6.3860286940000002, 7.0478199960000003, 
    3.3098742859999999, 7.5357086830000002, 7.9017217979999996, 
    7.9437365529999999, 5.6929415539999999, 5.6848510640000001, 
    8.5077903799999994, 5.6886258889999999, 6.5077385459999997, 
    4.4400367080000001, 7.6225871100000004, 6.5872007369999999, 
    6.0128901780000001, 6.3915737449999996, 6.7061354250000003, 
    6.8389314370000003, 5.9273077199999999, 5.4278666590000002, 
    6.2398113799999999, 6.0391332970000002, 8.0492631289999999, 
    8.48019122, 5.5594750279999996, 6.7287091200000004, 4.181906058, 
    8.1287692160000002, 7.3820134829999997, 5.2587542650000003, 
    6.6910860989999996, 5.7223233870000003, 5.8064338710000003, 
    6.4209002499999999, 6.3738503189999998, 6.6282213209999998, 
    7.2369856700000001, 8.6697874210000005, 6.3733049040000003, 
    6.068794638, 8.2169452209999996, 7.1887712429999997, 4.8644119589999999, 
    5.8087870410000004, 7.0124858210000003, 5.4637648890000001, 
    9.0979238420000001, 6.0111081689999999, 6.6642562319999996, 
    6.04257768, 6.7004613239999999, 6.6025473049999999, NA, 4.9322069470000001, 
    6.4501942999999997, 7.8838748479999996, 8.2971869789999992, 
    5.0645204880000003, 7.9714067269999997, 5.9243276180000004, 
    5.7606689810000002, 7.1769679249999996, 6.0410305610000004, 
    6.3697721859999996, 6.2264257360000004, 6.7573354820000002, 
    6.8923136950000004, 5.9226904759999996, 6.1857992020000001, 
    8.9918231199999994, 7.9117870579999998, 7.5368027160000004, 
    6.4623802369999996, 2.3092444529999998, 5.2303590140000003, 
    4.8270420989999998, 6.2047688489999997, 4.0647074830000003, 
    6.2448280839999999, 4.9324215589999998, 4.5751422609999999, 
    4.8257476820000003, 6.7741695750000002, 8.0791598899999997, 
    7.522659709, 6.8808033460000004, 8.0150452300000001, 8.1057137600000004, 
    5.2836199690000001, 6.3698981760000004, NA, 7.3736908019999996, 
    6.7678170399999997, 5.9021375469999997, 6.2952089070000001, 
    3.75686885, 5.5257247510000003, 6.9849366159999997, 3.714042112, 
    6.3667399710000003, 6.2974729150000002, 5.6054283070000004, 
    5.8555193140000004, 4.6610743660000002, 4.7939672719999997, 
    7.8972775000000004, 6.6176442030000002, 4.5692543959999998, 
    3.5739507979999998, 7.6784789629999999, 6.177178176, 6.8946381670000001, 
    4.9976048769999997, 4.7278448979999999, 6.7707063720000003, 
    5.3180713580000001, 6.1614799610000004, 7.1467046529999996, 
    6.2775086269999996, 8.0044821400000004, 5.8910814059999996, 
    5.0568639490000002, 5.6663448079999998, 6.1496552759999998, 
    8.4462904010000006, 5.3452846989999996, 6.4365231209999996, 
    8.4734282949999997, 7.456025436, 5.0192810139999997, 5.7502445660000001, 
    7.7669454709999997, 7.9194688380000002, 6.4131331009999997, 
    6.5114549759999996, 6.5623241979999998, 4.4659942109999999, 
    4.7184670549999996, 6.0527704470000003, 4.7746323180000001, 
    6.3376807250000002, 8.9478186540000006, 6.7998886150000004, 
    8.0674690790000003, 5.8783033659999999, 6.0694126480000001, 
    4.8830035629999999, NA, 8.4548997610000001, 7.0547987540000001, 
    6.0821003339999997, 6.0803547309999999, 7.5565180769999998, 
    7.0728808360000004, 6.7773688910000001, 6.1005889260000004, 
    7.7571564369999999, 5.9563938959999998, 5.9709617279999998, 
    NA, 7.5223498319999997, 4.8213124409999999, 6.3033953519999999, 
    NA, 2.8039871029999999, 7.6844720259999999, 8.0301467520000003, 
    8.1013829200000007, 6.0413631390000004, 5.894577505, 8.5017527309999998, 
    5.5168838310000003, 6.5544188659999998, 4.2128971130000004, 
    7.5463806780000002, 6.6349202199999997, 6.1469714890000002, 
    6.4454345039999996, 6.7573157530000003, 6.8856168929999999, 
    5.9288493530000004, 4.4135708649999996, 6.3158829699999997, 
    6.0476774769999997, 8.1422737010000006, 8.6711009699999995, 
    5.8713292309999998, 5.7121162109999997, 4.2567133860000004, 
    8.1122283500000005, 7.7893813749999996, 5.1797246970000002, 
    6.8394008529999999, 6.4212085280000002, 5.8186193319999999, 
    6.5839780030000004, 6.5269998190000003, 6.6210286619999996, 
    7.4310693209999998, 8.7154325620000002, 6.5505542979999998, 
    6.1903096150000003, 8.1336864440000003, 7.2683072080000004, 
    4.9145798300000001, 5.9083502799999996, 7.1506860169999999, 
    5.5056882710000004, 9.1420299850000006, 6.1446651900000004, 
    6.8454830490000003, 6.5864576159999997, 6.7906394270000003, 
    6.4780983509999999, NA, 4.9939109330000004, 6.554266685, 
    7.9020029970000003, 8.3476008620000002, 3.177043759, 8.0334065619999997, 
    5.9008062060000004, 5.7279088270000003, 7.2054701569999997, 
    5.7635613579999996, 6.2306131210000002, 6.4165962140000001, 
    6.8691240249999996, 6.8691346549999999, 5.8944277219999996, 
    6.0325436139999997, 9.1067842460000001, 8.0332415790000002, 
    7.6174461039999999, 6.5659851639999998, 2.5522514470000002, 
    5.0591623940000003, 4.7163842760000003, 6.3049568819999999, 
    4.284487339, 5.967623305, 4.5584972769999998, 4.6036244220000002, 
    4.7050938020000004, 6.6777885809999997, 8.036912311, 7.4250566420000004, 
    6.6625426040000004, 8.0022134020000006, 8.1689373700000001, 
    5.5397309159999999, 6.4582040469999997, NA, 7.3361155020000002, 
    6.7509721379999998, 4.6544332390000003, NA, 3.676760239, 
    5.6740852129999997, 7.105076597, 3.7020904460000001, 7.4850054869999996, 
    6.2250880640000004, 5.5679322579999999, 5.0217785020000001, 
    4.7032633339999999, 4.3999306589999998, 7.8192607860000001, 
    6.623298202, 4.5285176299999996, 2.8149366599999999, 7.6648720600000004, 
    5.9066699040000001, 6.9446058859999997, 4.1404198189999999, 
    3.9793041489999998, 6.5766734839999996, 5.0131417760000003, 
    5.6519440200000002, 7.1311963660000002, 6.2918190919999999, 
    7.863778838, 5.78396183, 5.1837746569999998, 5.3174672090000001, 
    5.8746318840000002, 8.277865147, 5.2754699860000001, 7.8014688039999998, 
    8.577541149, 7.3840470309999997, 5.0707626540000001, 5.6790267920000002, 
    7.84060019, 7.96320213, 6.1968018520000001, 6.4363225550000003, 
    6.3900699080000001, NA, 6.5989969520000002, 6.0544233099999998, 
    3.827140038, 5.9631557239999999, 8.8887776429999992, 6.8471141800000002, 
    8.1113130330000001, 4.8485548989999998, 6.1130784040000004, 
    4.9126812989999999, NA, 8.2247103050000003, 7.1425586709999997, 
    6.0976704359999996, 6.0620926380000002, 7.4280386429999998, 
    6.9619120390000004, 6.831497121, 5.80394772, 7.7248564970000002, 
    5.814617353, 5.8816815120000001, NA, 7.299383357, 4.8717433249999997, 
    5.5440692020000002, NA, NA, 7.6351800499999998, 7.9677366850000002, 
    7.8101222870000004, 5.5782596599999996, 5.2010464900000004, 
    8.1766744669999998, 5.2301502539999998, 6.3247391500000001, 
    3.5696948759999998, 7.5195820659999999, 6.6467375750000004, 
    6.0297394689999999, 6.1608741089999999, 6.4366221350000004, 
    6.7943722370000001, 5.8963675379999998, 4.0591606770000004, 
    6.3193499839999996, 5.8243872520000002, 8.166112493, 8.7097284599999991, 
    5.8275966520000004, 4.7479263879999998, 3.5097767700000002, 
    7.9684658260000001, 7.9929911850000002, 5.3047214059999996, 
    6.8979730190000001, 6.9152637339999998, 5.7706306400000003, 
    6.6063571510000001, 6.393464925, 6.7239041469999998, 7.2607071510000001, 
    8.7220700269999991, 6.2143407540000002, 5.9061865530000004, 
    8.134067129, 7.2699765540000003, 4.421827554, 5.462232406, 
    NA, 5.3493574920000002, 9.2098501929999994, 6.1100126169999998, 
    6.9624903480000002, 6.5770560299999996, 6.7639096810000003, 
    6.4613982979999998, NA, 4.8552208280000002, 6.353418521, 
    8.0280169170000004, 8.2929549070000004, 4.9878374990000003, 
    8.1052536800000006, 5.6617504179999996, 5.5882921550000004, 
    7.1187719749999996, 5.3678895200000003, 5.7333322190000002, 
    6.246140832, 6.8267538060000001, 6.9080000310000003, 5.6979109499999998, 
    5.6258808470000004, 9.0025241020000006, 8.0029994700000007, 
    7.5754651390000003, 6.5109333400000002, 2.6520110610000001, 
    5.0106766580000004, 4.7700718459999996, 6.5421090990000001, 
    3.5588607470000002, 6.0622221009999997, 4.7082306259999998, 
    4.4279505209999996, 5.0032341010000003, 6.7332041010000001, 
    8.0408144789999998, 7.336790454, 6.6051534749999998, 8.1067674099999998, 
    8.3676162739999995, 5.661626182, 6.6904444649999997, NA, 
    7.2837321780000002, 6.8786712960000003, 4.7855727440000004, 
    NA, 4.0050659279999996, 5.6464916399999998, 7.0514649760000001, 
    3.9119301219999998, 7.4370354499999998, 6.1932808450000003, 
    5.9022832989999996, 5.2916362809999997, 5.3276393100000003, 
    4.695099549, 7.9326476169999998, 6.8844741000000003, 4.4464388789999996, 
    3.1702410840000002, 7.579189264, 5.9994893820000001, 6.9506894150000003, 
    4.6105217620000003, 3.8359154100000001, 6.3558966760000004, 
    4.9329944919999997, 5.7667940670000002, 7.0292692140000002, 
    6.3624437729999999, 8.0210923600000008, 5.8857330320000001, 
    5.0924702689999997, 5.4721198590000002, 6.0446687839999997, 
    8.1304811200000007, 5.5636007889999997, 7.9028227790000001, 
    8.5201668809999997, 7.3561975549999996, 5.3310095320000004, 
    6.1506162470000003, 7.8854644240000002, 7.8494680829999997, 
    6.2452039289999997, 6.4637444200000003, 6.1999666510000004, 
    NA, 6.91716541, 6.1985417160000003, 3.9048605169999999, 6.3319288699999996, 
    8.825503393, 6.7806989819999997, 8.2052938659999999, 5.3693496180000002, 
    6.1973196000000002, 5.3516971370000004, NA, 7.9797848120000001, 
    7.1049893300000004, 6.1520292190000001, 6.1339897490000004, 
    7.3103860919999999, 7.0513031719999999, 6.7511422090000002, 
    5.8432006779999996, 7.4804085340000004, 6.1936127130000003, 
    6.0510921470000003, NA, 7.0242502199999999, 5.4307426650000004, 
    5.3470396969999996, NA, NA, 7.2834363160000004, 7.9040162059999997, 
    7.4977161690000003, 5.6327168969999999, 5.5591835710000002, 
    8.0467853100000006, 5.5280756010000003, 6.3645348049999999, 
    4.2611320309999998, 7.6549641050000004, 6.7283173180000002, 
    6.1288334139999998, 6.2076985880000004, 6.341161681, 6.8366868419999998, 
    5.6720787450000003, NA, 6.262835559, 5.920632769, 8.0383640490000001, 
    8.6831422570000001, 5.767404172, 4.9971369489999997, 4.7609205110000001, 
    7.9531167979999999, 7.9272483380000001, 5.5321655989999998, 
    6.7556042950000004, 7.1624183050000001, 5.9850719210000003, 
    6.5493730179999998, 6.419543837, 6.3433696949999998, 7.1294592059999999, 
    8.6240181089999997, 6.229751544, 5.7566644900000004, 8.1142678959999994, 
    7.5665945079999997, 4.6703158350000002, 5.5354364509999998, 
    NA, 5.6173113739999998, 9.1809671999999996, 6.2236339420000002, 
    6.923215194, 6.584031092, 6.9342664650000003, 6.5799582680000004, 
    NA, 4.834429085, 6.4068043939999999, 8.0061893200000007, 
    8.2316309759999999, 5.9706160160000001, 8.0447639550000005, 
    6.0161885740000001, 5.8900214640000002, 6.980253491, 5.66287304, 
    5.4717204060000002, 6.2244193919999997, 7.7654803159999997, 
    6.8064447809999997, 5.979294189, 4.533905206, 8.8840726669999999, 
    7.8410775739999998, 7.5886579620000001, 6.6322371699999998, 
    3.0770418629999998, 5.1171795019999999, 5.06823362, 6.1156718239999996, 
    3.9966902430000002, 6.1968058170000004, 4.8083583140000004, 
    4.4692930100000003, 5.0203531769999996, 6.3282386600000002, 
    7.9805464849999996, 7.4937572020000003, 6.4171199330000004, 
    8.0979644299999993, 8.3876411159999993, 5.6958611149999996, 
    6.4790952339999999, NA, 7.377304809, 6.2576391559999998, 
    4.7310132410000003, NA, 4.007553444, 5.3450640529999998, 
    7.0547339259999999, 3.9040750040000001, 7.0591265679999999, 
    5.9990624659999998, 5.8440931489999999, 4.9386886839999997, 
    5.212911751, 4.5870475429999997, 8.2381837519999994, 6.7678954789999999, 
    4.4766248839999996, 2.9815028959999998, 7.4625803770000001, 
    5.6921357749999997, 6.9760847369999999, 4.4289993589999996, 
    4.2620236599999997, 6.2205603780000001, 4.6158337960000004, 
    5.7864257920000002, 7.0342969650000002, 6.0254961790000001, 
    8.2824072019999999, 5.7525761429999998, 5.1022781909999999, 
    5.49323652, 6.1605938760000001, 8.1106451320000001, 6.0546328909999998, 
    8.0028566580000007, 8.3687264290000005, 7.4012862349999997, 
    5.7213431259999998, 6.0445068480000002, 7.5733160890000004, 
    7.7291331620000001, 6.3446807659999997, 6.2609579660000003, 
    6.1016903500000002, NA, 6.7069249119999998, 6.1763917099999999, 
    3.7177683930000001, 6.4200399770000001, 8.8534264520000008, 
    6.7326343690000003, 8.1866538490000007, 5.2100258789999998, 
    6.1788267330000002, 5.2805045489999998, NA, 8.0738968520000007, 
    7.1216515940000003, 6.0474794750000003, 6.046817882, 7.2600755709999998, 
    6.9193999389999998, 6.5194532260000004, 5.6342843819999997, 
    7.3567596540000002, 6.2348155460000001, 6.0301877770000001, 
    NA, 6.8771709139999997, 5.4877367120000002, 5.0572660029999996, 
    NA, NA, 7.1581211979999999, 7.8387503900000004, 7.3108436980000002, 
    5.841700844, 5.6951256309999998, 7.6876667760000004, 5.4954675489999998, 
    4.8759194770000001, 4.832294418, 7.5992385100000002, 6.5944373880000002, 
    6.0593655990000004, 6.0580043999999997, 6.1988608379999999, 
    6.7135619909999997, 5.7523047309999997, NA, 6.2933206269999999, 
    5.5105975989999996, 7.8459072240000003, 8.6375186020000001, 
    5.6355080549999998, 4.7113530419999998, 4.6662629070000001, 
    7.5886830740000004, 7.8540117839999999, 5.4493150039999998, 
    6.4727786060000003, 7.2158116159999999, 5.8895196949999997, 
    6.5407009580000004, 6.2234444939999998, 6.2876359700000002, 
    6.7445536089999996, 8.4718475899999994, 6.2538048059999998, 
    5.3476064870000002, 7.9693798280000001, 7.8702514849999998, 
    4.7217876089999997, 5.398847741, NA, 6.3172065860000002, 
    9.1920413510000003, 6.2322220059999998, 6.9470946470000001, 
    6.5738849930000001, 6.9051048479999997, 6.4796702870000003, 
    NA, 4.7680133790000001, 6.4634884289999999, 8.0731262059999995, 
    8.2084688929999992, 5.4635844750000002, 7.708790263, 5.8968206189999997, 
    5.4082023860000001, 7.0356410949999999, 5.3412471650000004, 
    4.5997849850000003, 6.2673908110000003, 7.2462726110000002, 
    6.5768990599999997, 5.9286452279999997, 4.1538251720000003, 
    8.6229050709999999, 7.7432620840000004, 7.5956193870000002, 
    6.5823742510000001, 3.0292336149999999, 4.7203838090000003, 
    5.2596499909999999, 5.8892130570000001, 3.9645759439999999, 
    6.176813857, 5.2082629560000004, 4.4513561590000004, 4.6408708279999997, 
    5.6072990809999999, 7.157893616, 6.9405299730000003, 6.5486851929999998, 
    8.522041003, 7.3804275090000004, 5.6025277190000002, 6.004499569, 
    NA, 6.5104243750000004, 8.7511358670000003, 5.3273569299999997, 
    NA, 4.4052105519999998, 5.0562047809999999, 6.514116628, 
    3.4247764840000001, NA, 5.3961055360000003, 5.7774682860000004, 
    4.9476535789999998, NA, 4.6950019430000003, 7.7129061800000001, 
    NA, 5.420639156, 3.1548228059999999, 6.7997273150000002, 
    5.6466618019999997, 6.3982788309999998, 4.7234771340000004, 
    5.3348880269999999, 6.2729758029999996, 4.7918592469999997, 
    5.5543611689999999, 6.4441157889999996, 5.380322745, 8.2008772049999994, 
    6.1869837959999998, 4.7965496730000003, 5.6557339239999997, 
    6.451360727, 7.6019442479999997, 6.3003712319999998, 8.3606489289999999, 
    7.4855134449999996, 6.5798635909999996, 6.5840175670000001, 
    NA, 7.3231368400000001, 6.7171175009999997, 6.1476099780000002, 
    5.6850357020000004, 5.99811914, NA, 5.7662632130000002, 6.3356890689999998, 
    5.5425591689999996, 6.3814353339999998, 8.5579648460000008, 
    6.0264030880000004, 8.3334988560000003, 4.9872885819999997, 
    6.0146568169999997, 5.7599358890000003, NA, 7.0100097689999998, 
    6.7465568960000004, 5.405281972, 5.9638006289999996, 6.6305919439999998, 
    6.7569871040000002, 6.4782691310000002, 5.7431606149999999, 
    6.6517292020000003, 6.6994002610000001, 6.5533435469999999, 
    NA, 6.2310393059999996, NA, 4.9513836480000002, NA, NA, 6.2275998179999998, 
    7.4082590929999999, 6.3373218270000002, 5.9130505969999998, 
    5.7012258310000004, 6.6770664780000004, 5.7160603940000003, 
    4.5348548290000004, 5.4545952919999996, 6.7413734869999997, 
    5.9552387390000003, 5.9080675080000002, 6.259963656, 5.4314770279999998, 
    6.180852389, 5.3796970159999997, NA, 6.0419214989999999, 
    4.773891635, 6.7069774369999999, 7.7320260369999998, 5.7171570760000003, 
    5.1710837769999998, 4.267489232, 6.8904442140000004, 7.8327724630000004, 
    5.3768236810000003, 5.9342514609999997, 7.7487393979999997, 
    5.4231536599999997, 5.6572284399999999, 5.4545250850000002, 
    5.7848839700000001, 5.8164162240000001, NA, 6.1625940049999999, 
    4.6893575859999999, 7.8865567580000002, NA, 5.1992075729999998, 
    5.1398479000000004, NA, 6.8795963770000004, 8.9990594979999994, 
    6.2649184739999999, 6.344033703, 6.1205063959999997, 5.9042159590000001, 
    5.5722911770000003, NA, NA, NA, 7.2227099670000001, 8.1318787770000007, 
    5.557486054, 7.0100550549999996, NA, 5.004645247, 6.3748942749999999, 
    NA, 5.0861740160000002, 6.2370560419999999, 7.3684245669999999, 
    6.1154436189999997, 6.1696424189999997, 4.2376016999999999, 
    8.1595772130000004, 7.4890086910000004, 7.5487398150000002, 
    5.8005211929999998, 2.980274702, 4.6483271850000003, NA, 
    6.2224488920000001, 3.8992605079999998, 6.1161998840000003, 
    5.2204916490000004, 5.4932130969999999, 4.6812216370000002, 
    5.682917057, 7.1450452069999999, 6.9246035389999996, 6.6480505320000001, 
    8.5322256470000006, 7.3272978889999996, 5.2856929499999996, 
    5.7827701899999999, NA, 6.486215423, 8.7411389100000001, 
    5.0645010690000003, NA, 4.2027669080000001, 4.8779989959999996, 
    6.5663144569999998, 3.3781297050000001, NA, 5.3644806950000001, 
    5.8416336930000003, 4.9311844899999997, NA, 3.543191529, 
    7.6965273359999999, NA, 5.3113192720000004, 3.7802080060000001, 
    6.7244122730000004, 5.4527711380000001, 6.4073508559999999, 
    4.286669592, 6.1599269840000002, 6.2123119779999998, 4.7629114030000004, 
    5.4639291740000004, 6.4543765559999997, 5.363041495, 8.2272165150000003, 
    6.2375340780000004, 4.7237679630000002, 5.4807782789999999, 
    6.4752872349999997, 7.6984067310000004, 6.1036554330000001, 
    8.4021606500000008, 7.5270464329999998, 6.4738174910000001, 
    7.4172881650000004, NA, 7.3663490429999996, 6.7650816540000003, 
    5.7938345059999996, 5.7323788919999998, 6.0094044359999996, 
    NA, 4.3282241590000003, 6.2626844049999999, 5.4583633740000002, 
    6.4040989369999997, 8.5081386489999993, 5.8828615959999997, 
    8.4868045530000007, 4.8616764999999997, 5.9960365409999996, 
    6.938974387, NA, 7.0955998749999996, 6.7185828079999999, 
    5.2850080879999997, 5.906009397, 6.7718460169999997, 6.9923265729999997, 
    6.4327100789999996, 5.8714184439999997, 6.6855645109999999, 
    6.6824539249999999, 6.5058466109999999, NA, 6.3532970979999996, 
    NA, 5.191397737, NA, NA, 6.2654899750000004, 7.4605802099999998, 
    6.4573641640000004, 6.0746061840000003, 6.0355134399999999, 
    6.7336411629999997, 5.6154577290000001, 4.6420441309999996, 
    5.5376630240000004, 6.7703104510000003, 5.6226306839999998, 
    6.0384820399999999, 6.2611546699999998, 5.3051288980000004, 
    6.150259395, 5.1259837770000001, NA, 6.0943428720000004, 
    4.8431431800000002, 6.6160619550000002, 7.9318875149999997, 
    5.7118853779999998, 5.1683398289999998, 4.3535739040000001, 
    6.8973510520000003, 7.5856056110000001, 5.4100454930000001, 
    6.0031814199999998, 7.6823770400000004, 5.0784695649999998, 
    5.4969264879999997, 5.5567681240000004, 5.6556678979999999, 
    5.8125923569999998, NA, 6.2589255149999996, 4.8913603339999998, 
    8.2243244559999997, NA, 4.9250811680000002, 5.1503286560000001, 
    NA, 6.6674526270000003, 9.004720592, 6.3296813739999997, 
    6.5193473070000003, 6.2650402070000002, 5.8633141909999997, 
    5.4218891810000001, NA, NA, NA, 7.2086233890000004, 8.1464470070000008, 
    5.3727408600000004, 6.899217835, NA, 5.0217758320000003, 
    6.3551219950000002, NA, 4.9361865050000002, 6.3684258979999999, 
    7.0420394179999999, 6.1408123369999998, 6.3976455940000001, 
    4.224605886, 8.2805825080000002, 7.4362738769999996, 7.6306402049999997, 
    5.7480007579999999, 2.8641602559999999, 4.5746826450000002, 
    NA, 6.681524113, 3.3691101899999998), ef_regulation = c(6.9069011390000004, 
    5.2689923969999999, 5.5185004409999996, 5.3690187739999997, 
    7.3780686879999999, 8.4655259229999995, 7.3713341889999997, 
    6.8748795410000003, 8.1691245959999996, 7.4157862740000002, 
    6.6901033830000003, 6.5247677059999996, 6.3772448400000004, 
    8.1026539040000003, 7.8838678780000002, 6.85592866, 7.7014716060000001, 
    4.9752706189999998, 7.4136124480000003, 7.7697768729999996, 
    4.0933093390000002, 8.4430793659999992, 7.6127479960000004, 
    7.4275535660000003, 6.271879255, 7.0615291009999996, 6.5300474399999997, 
    8.5147905959999992, 6.9228150900000003, 5.4172051850000003, 
    4.9533823559999997, 7.0982900070000001, 6.3580633530000004, 
    7.0444585179999999, 5.7487861090000001, 5.5511822449999997, 
    6.4491307769999997, 6.942589699, 7.2876163939999996, 7.5477403680000004, 
    8.0890628200000005, 8.3205882980000005, 6.6178709979999999, 
    6.0461309879999998, 4.8189024519999997, 6.243651346, 8.2012499949999995, 
    6.6450605940000003, 8.8378988360000008, 7.7179240709999997, 
    7.4586137849999998, 6.7858445840000003, 7.0116370970000004, 
    8.487127074, 7.9864396559999999, 7.1509960880000003, 6.4346573319999996, 
    6.5500759100000003, 6.8754251020000003, 5.9617018860000002, 
    6.4754447180000003, 6.8862824849999997, 6.824516794, 9.4398278090000005, 
    7.6326679589999999, 8.0095199360000002, 6.4973816419999997, 
    6.4294153469999999, 5.6701606450000002, 6.4752799489999999, 
    8.46591351, 7.4110947039999999, 7.4859500079999997, 7.9586775860000003, 
    8.1969997699999997, 7.7719948719999996, 7.5381050280000004, 
    7.3644849370000003, 7.2431943920000004, 7.430758483, 6.640485354, 
    6.5900328840000002, 7.6610975259999998, 5.8253036629999997, 
    7.3691018469999996, 5.6960748289999996, 5.3011380170000004, 
    8.0356428809999993, 7.8709232159999996, 8.2017810569999998, 
    5.834452003, 5.7596739780000004, 8.622790943, 6.5313186649999997, 
    8.1670283739999991, 6.7126242029999998, 7.7475743120000002, 
    7.1097013579999997, 6.9054214869999999, 7.2582965000000002, 
    6.9384600689999996, 6.3509329750000001, 5.0835262940000003, 
    5.8074345049999998, 7.7571620780000003, 7.05139505, 8.2726548409999996, 
    9.1597821849999992, 7.002229453, 7.0583494250000003, 7.5648351900000002, 
    7.7334221630000002, 6.8306535449999997, 6.2909543369999996, 
    6.9027376790000003, 7.2701307240000004, 6.144909202, 7.4886834919999998, 
    7.3698330839999997, 7.5862527039999996, 7.1846427650000004, 
    8.3367986050000003, 7.7767125899999998, 6.5346372419999996, 
    8.1633104860000003, 7.1395028890000001, 6.1529683940000002, 
    7.1545020670000001, 7.389053037, 4.7194379619999998, 8.9805981330000009, 
    7.5757943360000004, 6.8452298970000003, 7.1682772000000003, 
    7.4266118089999997, 6.8844303650000001, 5.9422553550000003, 
    6.2671988770000002, 7.7274363560000001, 8.2301546250000008, 
    8.475246512, 5.4444448420000002, 8.0344077469999995, 6.7692233689999997, 
    7.2089766989999999, 7.1000743030000004, 7.4015779220000004, 
    6.2772408500000001, 6.6154930199999997, 6.389315893, 6.6299459729999999, 
    7.952857152, 6.8637454250000003, 7.384832458, 8.2259009550000002, 
    8.8275997139999998, 6.8152925040000003, 2.483540144, 6.7013584550000003, 
    5.2273971379999997, 6.412301094, 6.5477783909999996, 7.0356548720000003, 
    5.2647695270000003, 6.0655833609999998, 5.549339485, 7.3649168920000001, 
    8.4564782600000008, 7.3880442989999997, 6.977047604, 8.1691245959999996, 
    8.2341712749999996, 6.7285360929999998, 6.5296912709999999, 
    NA, 8.0981347009999993, 7.9002140729999999, 6.6764523960000002, 
    7.6305213670000001, 4.9505711750000003, 7.3125998479999996, 
    7.8794076520000003, 4.2971029039999999, 8.1404402279999992, 
    7.5837757830000001, 7.416259395, 6.2599636710000004, 7.1570784429999996, 
    6.2799133979999997, 8.5013668710000001, 6.7160873170000004, 
    5.2559015569999996, 4.9477479789999999, 7.0928246650000002, 
    6.3286285219999998, 7.1704190329999999, 5.8010413400000003, 
    5.5369964349999998, 6.4331139119999996, 6.7109144460000003, 
    7.3505033050000002, 7.4387951079999999, 8.1859555919999991, 
    8.3521655149999994, 6.6121665969999999, 6.0862014459999996, 
    4.9717580689999998, 6.325231424, 8.1961340810000003, 6.0426694110000003, 
    8.8209262079999995, 7.6750314529999999, 7.4942289969999996, 
    6.6148985710000003, 6.7818208359999996, 8.0421725849999994, 
    7.8463739930000003, 6.809536821, 6.3980290530000001, 6.6487824199999999, 
    6.6085301230000004, 6.3349902230000001, 6.730537494, 7.0148028550000001, 
    6.9487779190000003, 9.4088024909999994, 7.7229863999999999, 
    8.0326813369999996, 6.4623613740000003, 6.3431638039999996, 
    5.0747842409999997, NA, 8.6176636589999998, 7.3844744090000001, 
    7.4690661289999998, 7.9111183460000003, 8.074624021, 7.9053421850000003, 
    7.8194136759999999, 7.2953945390000001, 7.2055905009999996, 
    7.388872686, 6.727730802, 6.314050838, 8.0149362610000008, 
    5.7369859419999996, 7.4601100100000002, 5.9584291059999996, 
    5.1260183990000003, 8.0024071190000008, 7.8971123639999998, 
    8.2171194679999999, 5.874577124, 5.79185588, 8.6531774220000006, 
    6.7141304359999996, 8.0972349210000001, 6.3684332120000002, 
    8.1416666769999999, 7.1174231020000001, 6.9259021799999996, 
    7.1436772299999998, 7.346544153, 6.1402300490000004, 5.2364919250000002, 
    5.6115876980000001, 7.834528691, 6.7018585740000001, 8.1859861610000006, 
    9.1149617759999995, 7.142372773, 6.8479457669999997, 7.3083397420000002, 
    7.7890727829999999, 6.6639882259999998, 6.2788674550000003, 
    6.964047002, 7.0988341789999998, 6.034346137, 7.5339337039999998, 
    7.4386273259999998, 7.6945131480000004, 7.0629114519999998, 
    8.3584645819999999, 7.7954924419999996, 6.5096452200000003, 
    8.3361440739999999, 6.5852612920000002, 6.0265853170000003, 
    7.0562745370000002, 7.39581686, 4.6571913330000001, 8.8212988340000003, 
    7.4381432470000002, 6.9093755589999999, 7.4008762680000002, 
    7.3379769389999998, 6.8715864809999996, NA, 6.7595424279999996, 
    7.6251614170000002, 8.2443245849999993, 8.4854155470000006, 
    5.3926397829999999, 7.6622273979999997, 6.4678987540000001, 
    7.2736852299999999, 7.0708277080000004, 7.4031261009999998, 
    6.2185447580000002, 6.6031030550000001, 6.4133939670000002, 
    6.4879056789999998, 7.9291073809999997, 6.2780553489999997, 
    7.9181703250000002, 8.2472204710000003, 8.7133219589999999, 
    6.4305085770000003, 2.5644011130000002, 6.6389541489999999, 
    5.4275783740000003, 6.4147582249999999, 5.4492175610000002, 
    6.9544808380000003, 5.3750826160000003, 5.3649259599999999, 
    5.3882790729999996, 7.4772299850000001, 8.521085416, 7.2756158979999999, 
    7.0963812859999997, 8.3164411279999992, 8.2964661690000003, 
    6.8566909210000002, 6.5400857109999997, NA, 8.0880158770000001, 
    7.7682292100000003, 7.1220921280000002, 7.3638287560000002, 
    5.5197043829999997, 7.4766806590000003, 7.8461461249999997, 
    4.7830478090000002, 8.2606751079999992, 7.6423635059999997, 
    7.405184159, 6.2352511469999996, 6.9383687739999997, 6.4020309869999998, 
    8.5438954890000005, 6.4630078869999998, 5.264720402, 4.3602565440000003, 
    7.2007883619999999, 6.3090340899999999, 7.285940224, 5.9157119590000002, 
    5.5199606770000003, 6.5156613419999996, 6.700102695, 7.3639875960000003, 
    7.6319374409999998, 7.9622482110000004, 8.4401263419999992, 
    6.6616642329999998, 5.9763151900000002, 4.9038217810000004, 
    6.405918088, 8.0668840329999991, 6.231873073, 8.8203298920000002, 
    7.7747405839999999, 7.4570233750000003, 6.6490942860000004, 
    7.0292053049999996, 7.9868183110000004, 7.3868936879999998, 
    6.5711946289999998, 6.4875930559999997, 6.7061861609999998, 
    6.4846200280000001, 5.7604249169999999, 6.7240763909999997, 
    7.0051665500000002, 6.7045820559999996, 9.4187736169999994, 
    7.5318653419999997, 8.0432533310000007, 6.2014186840000001, 
    6.2812962189999997, 5.0651930629999997, NA, 8.1563841939999993, 
    7.4103025379999998, 7.3331830470000003, 7.8698734999999997, 
    7.7823714409999996, 7.4839528980000001, 7.9581570389999996, 
    7.2760598449999998, 7.2579122309999997, 7.484094077, 6.9241612259999998, 
    6.3069110650000004, 8.0326517580000001, 5.8630713859999997, 
    7.6449907100000001, 8.0875663630000005, 5.410439201, 8.4216106229999994, 
    7.7430195919999996, 8.3257926280000003, 6.047308503, 6.364992902, 
    8.6229353789999994, 6.4870390359999996, 7.955227163, 6.4921009710000002, 
    8.0023534279999993, 6.961317846, 7.0828664989999996, 7.0649644299999999, 
    7.6138981159999997, 6.0847479729999998, 5.5805989509999998, 
    5.8224394520000002, 7.7874535749999998, 6.7690648050000002, 
    8.1596018659999991, 8.9523486739999996, 7.1892007040000001, 
    6.8589924030000002, 7.3944610839999996, 7.529881176, 8.1826023499999998, 
    6.194783267, 6.7734728200000003, 7.0472685769999996, 6.1552921290000002, 
    7.7154115770000002, 7.451534788, 7.6944079759999999, 7.2362826079999998, 
    8.3972915409999995, 7.7817603210000001, 6.6164461729999999, 
    8.2356261560000004, 7.7581660259999996, 5.8630469119999997, 
    6.5319064750000004, 7.3341018370000004, 5.1084167489999999, 
    8.9659268349999994, 7.5361012580000004, 6.829182458, 7.1637988549999996, 
    7.0755966619999997, 6.8659685079999999, NA, 6.8721441140000001, 
    7.6467443890000002, 8.1130831630000007, 8.4579093749999998, 
    5.4378041030000004, 7.648199784, 6.6678224840000002, 7.1670543090000001, 
    7.0399297399999998, 7.4716283309999998, 6.2909788530000004, 
    7.5547258599999996, 6.8210060969999997, 6.5943754349999999, 
    8.0012107130000008, 6.6033136819999996, 8.0504790550000003, 
    7.9209320930000002, 8.5804836679999994, 6.4598323830000002, 
    3.0446554579999998, 6.6154884120000004, 5.2151996929999997, 
    6.69112449, 3.9390924620000001, 6.6245136520000001, 5.4095242160000003, 
    5.3138538830000002, 5.5153089680000003, 7.5390286079999997, 
    8.2016064530000001, 7.5639646850000002, 7.0757599649999996, 
    8.3331282140000003, 8.634691406, 6.7922594710000004, 6.5397939210000002, 
    NA, 7.9659605510000002, 7.8989436749999999, 7.1353465409999997, 
    7.393625374, 5.7461391119999998, 7.2921343140000001, 7.9777342569999998, 
    5.0003849999999996, 8.0039840089999998, 7.8072437749999999, 
    7.4298038000000002, 6.1989993019999998, 6.4726710360000004, 
    6.4096174919999997, 8.7495763760000003, 6.6068781440000004, 
    5.3791919879999996, 5.3594271979999997, 7.398029685, 6.3398155520000001, 
    7.3870537619999999, 5.668537122, 5.6969453510000001, 6.5909232690000001, 
    6.5339376429999998, 7.2771037209999996, 7.2391180730000002, 
    7.9850858139999996, 8.4301644279999994, 6.5307716549999997, 
    6.3418140589999998, 4.9002965510000003, 6.0409072029999997, 
    8.2354961450000008, 6.0051363499999999, 7.9737075920000002, 
    7.7266063249999997, 7.3334718099999998, 6.7733250219999999, 
    6.7577768310000002, 8.0000364640000008, 7.5800129749999998, 
    6.6289673750000002, 6.6152492330000001, 6.7767878540000002, 
    6.6042422040000002, 5.5175920520000004, 6.7242347420000002, 
    6.986463477, 6.5591505249999997, 9.4167673749999992, 7.7564556099999997, 
    7.8750767359999996, 6.436052471, 6.2366133850000001, 4.2512983740000001, 
    NA, 8.0939574810000003, 7.321354693, 7.3565296040000003, 
    7.9117264120000002, 7.9781435299999997, 7.8929150019999996, 
    7.915052502, 7.3004092070000004, 7.2008169799999999, 7.6616544190000004, 
    6.6240015369999998, NA, 7.8574823240000002, 5.915045267, 
    7.4657508469999998, NA, 5.4562431660000001, 8.2262250970000004, 
    7.7522536210000004, 8.3583376200000004, 6.348139314, 6.686849917, 
    8.6775214520000006, 6.6565384429999996, 7.7897663460000004, 
    6.2381397459999999, 8.1066541139999995, 7.2732529399999999, 
    7.1295548200000001, 7.18635628, 6.9209731430000003, 6.1429002779999999, 
    5.5694524870000004, 5.5634819670000004, 7.7210341920000003, 
    6.753748656, 8.0464501199999994, 9.0729286909999995, 7.2856462200000003, 
    6.4923326379999997, 7.1953926509999997, 7.5044244600000001, 
    8.4282368620000003, 6.397371261, 7.02879304, 7.287792048, 
    6.2872093119999999, 7.718623891, 7.5437783170000001, 7.4747431359999998, 
    7.4022497180000002, 8.9228160970000001, 7.8814684140000004, 
    6.7553823040000003, 8.3504755090000007, 7.9493916200000001, 
    5.9645158269999996, 6.6882913300000002, 7.2691945049999998, 
    5.0085763950000004, 8.9148613300000008, 7.4209172629999998, 
    6.3743221280000002, 7.2012706529999999, 6.9782225980000003, 
    6.8549914679999997, NA, 6.9357517079999997, 7.8196768790000002, 
    8.2071608959999995, 8.4907218209999993, 4.148598615, 7.505689169, 
    6.4148837460000001, 7.0682070860000001, 7.0659809310000004, 
    7.3734948979999997, 6.4857005360000004, 7.5773086960000002, 
    6.6441779460000001, 6.5654221570000004, 7.8599565330000001, 
    6.0767423660000004, 8.6646077909999999, 7.9424121249999997, 
    8.5706439159999999, 6.6789723759999999, 3.2023062879999999, 
    6.514471854, 5.58436106, 6.5838547590000003, 3.8352114720000001, 
    6.6191615559999999, 5.3332932389999996, 5.4587040099999999, 
    5.723698766, 7.6512280979999998, 8.1258833639999999, 7.5492617900000001, 
    7.0551346439999998, 8.4955176049999999, 8.7640235969999996, 
    6.6663865209999997, 7.1783658319999999, NA, 8.0909825140000002, 
    8.0327037749999999, 6.7967987120000002, NA, 5.7266434650000004, 
    7.3884015539999996, 7.9779672640000001, 5.0780089850000003, 
    8.6261097549999999, 7.928623569, 7.3484285299999996, 6.2863581359999996, 
    5.8566158330000002, 6.6551741130000002, 8.7486283030000003, 
    6.5066150509999998, 5.3239698940000002, 5.081839145, 7.4317037810000004, 
    6.2245364209999998, 7.4315913819999997, 5.2690288289999998, 
    5.5212790930000004, 6.6703947330000002, 6.5736463949999999, 
    7.0377599149999996, 7.1661373240000001, 8.0185545089999994, 
    8.2369500129999995, 5.9960497049999999, 6.3290433129999997, 
    4.8454747500000002, 6.5482182880000002, 8.1680216550000004, 
    6.056356622, 8.8667015330000005, 7.9320005409999998, 7.4954919459999996, 
    6.5427700599999996, 6.9481892680000001, 8.2357557630000002, 
    7.5802921940000001, 6.2530587779999998, 5.7171229219999997, 
    6.741922959, NA, 6.6221814009999997, 7.2816998670000004, 
    6.7668519329999999, 6.6524835820000003, 9.4049049819999997, 
    7.739611612, 7.7207180739999997, 6.6348591380000004, 6.3613477090000003, 
    4.4357012510000002, NA, 8.0577362400000005, 7.1745381669999997, 
    7.468061209, 7.5155954659999997, 7.9664563079999997, 7.6867039520000002, 
    7.9362583239999998, 7.4715701619999999, 7.2560461949999997, 
    7.4971106909999996, 6.3303470439999998, NA, 7.8410377650000003, 
    5.9400767739999996, 7.364281128, NA, NA, 7.6514634619999997, 
    7.663719231, 8.3187868799999993, 6.0610539589999997, 6.5819889659999999, 
    8.5395859339999998, 6.7455929039999996, 7.632808721, 6.2757310400000001, 
    8.3859880600000007, 7.2056267470000002, 7.0415419000000004, 
    7.3037419000000003, 7.7346733140000001, 6.0502464939999996, 
    6.0919114920000004, 4.7443021840000004, 7.6424810020000002, 
    6.6413222599999999, 7.9742801349999999, 9.1063242340000006, 
    7.2495319240000002, 6.2640501720000001, 6.9731579239999997, 
    7.4483813769999996, 8.6955999550000005, 6.3688580300000002, 
    7.0114161859999999, 8.0728180110000007, 6.399594338, 7.6263363719999999, 
    7.2293755180000003, 7.6832102339999997, 6.8918119960000004, 
    8.7652848859999999, 7.7614156599999999, 6.7826112609999996, 
    8.3481107909999999, 8.0903773020000003, 5.9242235010000002, 
    6.563226137, NA, 6.0672491219999998, 8.9564049350000001, 
    7.4113134450000002, 6.8023837690000004, 7.1473484190000001, 
    6.8847972759999996, 6.736713205, NA, 6.8675047960000004, 
    7.4218949480000003, 8.2628186899999996, 8.684988938, 5.3352842020000004, 
    7.4824151099999998, 6.2077647100000002, 7.0173280079999998, 
    7.0405799010000001, 7.4080656170000001, 4.9672414229999999, 
    7.4497983489999999, 6.8138755340000001, 6.6879926770000004, 
    7.9680296369999999, 6.5880287329999998, 8.5844991450000006, 
    8.0697616639999996, 8.3881092620000004, 6.733924697, 4.0483250860000002, 
    6.5608647370000002, 6.286496445, 6.8754808379999997, 3.6114411039999998, 
    6.7134907549999996, 5.297134604, 5.3887699109999998, 5.501450631, 
    7.4780117180000003, 8.2674861160000006, 7.5627305500000004, 
    6.9733466130000004, 8.5977972069999993, 8.9563488959999997, 
    6.8340406060000003, 6.846717473, NA, 8.0697888209999995, 
    7.9162510209999999, 6.8878767840000004, NA, 5.7095761850000004, 
    7.4508889099999998, 7.8727706179999997, 5.0290893859999999, 
    7.8354197069999998, 7.8741191730000004, 7.702132883, 6.8388740080000003, 
    5.9715509290000002, 6.7188856770000003, 8.6581430879999992, 
    6.8098592240000002, 5.0697167500000004, 5.2312720419999996, 
    7.7279959309999997, 6.1162707090000001, 7.2974011269999997, 
    5.3146183650000003, 5.5492230830000002, 6.6379642810000004, 
    6.4106821749999998, 7.1181796650000004, 7.3074923629999997, 
    7.7713476730000002, 8.3724974210000003, 6.7184597520000002, 
    6.2262235639999997, 5.1311314030000004, 6.9587835069999997, 
    8.1004443649999995, 6.181883902, 8.8875141010000007, 8.0058262029999998, 
    7.4811545590000001, 6.6362685780000001, 7.6307124809999998, 
    8.2094508860000008, 7.4886315200000002, 7.1566332189999997, 
    5.5855217970000002, 6.6068865910000003, NA, 6.6782668420000002, 
    7.6371486099999997, 7.0537746139999999, 6.8442400870000002, 
    9.3727066709999995, 7.8737251390000003, 7.5022748440000004, 
    6.8102824069999999, 6.3494229860000004, 4.3005458089999999, 
    NA, 7.696446839, 7.2158410880000003, 7.4945145799999997, 
    7.1193754250000003, 7.9117558609999996, 8.0042147000000003, 
    7.6024776320000003, 7.31645053, 7.1619650269999999, 7.2030889550000001, 
    6.7281445489999996, NA, 7.4863040889999999, 6.1349244650000001, 
    7.2752811660000001, NA, NA, 7.1230176829999996, 7.62803436, 
    8.2701320070000008, 5.9842880889999996, 6.8125014200000003, 
    8.4072743419999991, 6.5179606720000001, 7.6153063599999999, 
    6.4480996709999996, 8.3558195360000003, 6.9632734269999998, 
    7.0704074800000001, 7.6452191530000002, 7.6979177610000002, 
    6.1724765049999997, 5.9253173300000004, 4.4167592190000002, 
    7.1810281419999997, 6.6673023880000004, 7.9141386599999999, 
    8.6189881219999993, 7.1352868650000003, 6.212253714, 7.3409941119999997, 
    7.4332468839999999, 8.2916550359999999, 6.4707401750000004, 
    7.0286576199999997, 8.1582542139999994, 6.3148270259999997, 
    7.6351089119999997, 7.2353711299999999, 7.5198321019999996, 
    6.7963891829999996, 7.4932048130000002, 7.4986790640000001, 
    6.3479638270000001, 8.4280869240000005, 7.9337791329999998, 
    6.0107873090000004, 6.8606830560000001, NA, 5.8921038660000002, 
    8.9589321430000002, 7.5662606779999999, 6.6640677799999999, 
    7.2354348069999999, 7.2585144389999998, 6.7782165750000001, 
    NA, 6.7833818419999998, 7.7067786629999997, 8.2228148819999998, 
    8.6593372859999995, 5.9311658490000001, 7.2301022149999996, 
    6.4673660829999999, 7.267473388, 7.0523044480000001, 7.4962828760000004, 
    5.9911485969999996, 7.3020727169999997, 7.5853519289999998, 
    6.6231763270000004, 7.9963845280000001, 6.3771663490000003, 
    8.5766173640000005, 7.9279093889999999, 8.2282417450000001, 
    6.8522730740000002, 4.3581228799999998, 6.6134899039999997, 
    5.7504329260000002, 6.8259085759999998, 4.3588856800000002, 
    6.7913076879999998, 5.156466891, 5.714331831, 5.2068602840000002, 
    7.2387804070000001, 8.3735660890000005, 7.5819968539999998, 
    7.0360617059999999, 8.7224321600000003, 8.5769078210000007, 
    6.8807113839999996, 6.523428247, NA, 8.1210872320000007, 
    8.0241311779999993, 6.8936599110000003, NA, 5.8507133790000001, 
    7.298031709, 7.5624847529999997, 5.1524499060000002, 8.4561124250000006, 
    7.7230951809999997, 7.6633904069999996, 6.7770333899999997, 
    6.3245645609999999, 6.5497205730000001, 8.7041577540000006, 
    6.7409928260000003, 5.1181504560000004, 5.0023639119999999, 
    7.5477268830000002, 6.0375096819999996, 7.1293174309999996, 
    5.4763331199999996, 5.6912591670000001, 6.5241136260000001, 
    6.528314097, 7.0406798830000001, 7.3340389129999997, 7.6159480159999999, 
    8.469277731, 6.6630596789999998, 6.2399377840000003, 5.4653326389999997, 
    7.0496462690000001, 8.0043444969999999, 6.1616733930000001, 
    8.3074170069999997, 7.8808471310000003, 7.4047922120000003, 
    7.1752892709999996, 7.7012810109999998, 7.8942848899999998, 
    7.0180370280000002, 6.8698946139999997, 5.592688431, 6.6330254450000004, 
    NA, 6.4440781229999997, 7.5788101059999997, 6.6962019379999997, 
    6.8632512849999996, 9.3813695209999999, 7.820391485, 6.857246087, 
    6.6423555829999996, 6.332341553, 4.7401797329999997, NA, 
    7.3385614209999996, 7.2235661760000003, 7.2648337300000003, 
    7.3617802880000003, 7.9798817480000004, 8.075842025, 7.5065398109999997, 
    7.2268626170000001, 7.1220377450000001, 7.2437895960000001, 
    6.780773516, NA, 7.3872399279999996, 6.198005341, 7.2042472860000002, 
    NA, NA, 7.082848137, 7.5835152600000004, 8.2541089809999999, 
    6.2580452629999996, 6.8759038810000002, 8.3762294060000002, 
    6.5621717679999998, 6.9636766940000001, 6.409273851, 8.2411670820000005, 
    6.8792568430000003, 6.8855923619999997, 7.5783935649999998, 
    7.8801879960000001, 6.2108110080000003, 5.8165359160000003, 
    4.3435911159999998, 7.5568588869999997, 6.5413419169999996, 
    7.8122900550000001, 8.919238794, 7.1968073989999999, 6.1169924120000001, 
    7.0302128960000001, 7.3079182329999997, 8.5163363019999991, 
    6.59519549, 6.9175438700000003, 8.2027564670000004, 6.2916033120000003, 
    7.6675568710000004, 7.1587382799999997, 7.219967746, 6.0123483039999996, 
    8.5754130269999997, 7.3765746490000002, 6.3520776769999996, 
    8.4045017649999991, 7.9972662090000002, 6.114824724, 6.4662969050000001, 
    NA, 6.0638449550000004, 8.9713062939999997, 7.421048785, 
    6.6769987000000004, 7.3111070460000001, 6.9225863890000001, 
    6.769476944, NA, 6.8887573419999999, 7.7282815359999999, 
    8.161325561, 8.5775648489999998, 6.0091626439999999, 7.1341803669999999, 
    6.4877477580000003, 6.9314014850000003, 7.0864276630000003, 
    7.5167480160000002, 5.7472706200000001, 7.5391003589999999, 
    7.3039196750000004, 6.3170665870000002, 7.9615546989999997, 
    6.0888827269999997, 8.2524192349999996, 7.7769035569999998, 
    8.1423743670000004, 6.8410087290000003, 4.1883949400000002, 
    6.6147132109999998, 5.7735921140000004, 6.7006508350000002, 
    4.6024988579999997, 6.3739952280000001, 5.0837809160000003, 
    4.9588532470000004, 5.641382761, 6.9858039920000001, 8.4954555509999992, 
    7.6129140260000003, 6.9789051210000004, 9.1434712000000005, 
    8.5248164119999998, 6.4751302610000003, 7.3857920850000003, 
    NA, 7.6939228980000003, 9.2692968679999996, 6.839378849, 
    NA, 5.9383451760000003, 7.2559870719999999, 7.6098230789999999, 
    4.5007980510000003, NA, 7.6730411170000004, 7.5609422869999996, 
    7.2831975529999999, NA, 6.5752460470000003, 8.6248436609999999, 
    NA, 5.4937545119999998, 5.0871776970000004, 7.2828461430000004, 
    6.0786652920000002, 6.9837482919999996, 5.0326505360000002, 
    5.8784240959999998, 6.8862942289999998, 6.4381815920000003, 
    6.9859028929999996, 7.3633337110000001, 7.4281663289999997, 
    8.5365988490000007, 6.5964718649999998, 6.0634548060000002, 
    5.4367190949999999, 7.6327275930000003, 7.8401732940000004, 
    6.2502416710000004, 8.9793834760000006, 7.6154216589999999, 
    7.2875614799999999, 7.596205383, NA, 8.2279084460000007, 
    6.5889770649999999, 6.7933298689999999, 6.3270554030000001, 
    6.40058463, NA, 6.2932195919999998, 7.5268425480000003, 7.9423660280000004, 
    6.9417351619999996, 9.1081802930000002, 7.6046872609999996, 
    7.9342428790000001, 6.4057095579999999, 6.1614173479999996, 
    5.0121198439999999, NA, 7.8580086519999996, 6.581246385, 
    6.8246433099999999, 7.4043109429999996, 7.7330734259999998, 
    8.0873716980000001, 7.8320502359999997, 7.4133280519999998, 
    6.7451507660000001, 7.9282410089999997, 7.3112854470000004, 
    NA, 7.6845731060000002, NA, 7.0540485390000001, NA, NA, 7.7305711129999999, 
    7.0781424680000002, 7.9886815880000004, 5.8316897860000001, 
    7.0478604919999999, 8.0173338300000001, 6.7425712119999996, 
    7.2018567400000002, 7.0176973519999999, 7.6999324629999997, 
    6.667532209, 6.7397715089999997, 7.6489124259999999, 7.8391485259999998, 
    5.9054386939999999, 5.6314186519999998, 4.146089699, 7.826115422, 
    5.7554325349999997, 7.7185347269999998, 8.6999507220000005, 
    7.1602506899999998, 6.0873882249999998, 7.3433920260000001, 
    7.2858268969999997, 8.8057510889999993, 6.2080946619999997, 
    6.8135390329999996, 8.4467857399999993, 5.9448942679999996, 
    7.1303253550000001, 6.5693820089999999, 7.2744767399999999, 
    6.3753327679999998, NA, 6.9725244279999998, 6.2823381400000002, 
    8.3022960040000005, NA, 6.429746154, 6.8180383779999998, 
    NA, 5.9959225170000003, 8.6718838980000008, 7.5844901230000001, 
    7.0537885300000003, 7.2827964539999996, 6.8791849359999997, 
    6.4483502709999998, NA, NA, NA, 7.4694947450000004, 8.5570587800000002, 
    5.4912285460000003, 6.9442736910000002, NA, 6.3510864580000002, 
    7.0092270680000004, NA, 5.5292841289999997, 7.284229946, 
    7.3616977730000004, 5.9340400530000004, 8.0035601760000006, 
    6.4376437649999998, 7.6992335760000001, 8.3756952059999996, 
    8.7915424049999995, 6.2073473100000003, 5.4319956060000001, 
    6.6580329100000002, NA, 6.4928010819999997, 4.6184666889999999, 
    6.2973805330000001, 4.8597224900000002, 4.6896044049999999, 
    5.4093381850000002, 7.0284659439999997, 8.530510692, 7.4892248730000004, 
    7.0124228359999998, 9.1399997729999995, 8.4347648349999993, 
    6.3099045650000001, 7.0886534899999996, NA, 7.5125041860000001, 
    9.1469955810000005, 6.4163525300000002, NA, 5.5690149719999997, 
    7.1200863310000004, 7.392168657, 4.332831552, NA, 7.5311496829999998, 
    7.5901903170000002, 6.5949745210000001, NA, 6.1328014900000003, 
    8.5646888929999996, NA, 5.6250393320000001, 5.2484949710000004, 
    7.2549711380000002, 5.6662152280000004, 6.9019275970000002, 
    4.6510961179999999, 6.0727942380000002, 6.7937079899999997, 
    6.0201620809999996, 7.055964951, 7.150314507, 7.4712002609999999, 
    8.5550880960000004, 6.684718642, 5.9203327449999996, 5.4599251640000004, 
    7.5900747649999998, 7.7464854360000004, 6.0263703639999999, 
    9.0810763829999992, 7.476407665, 7.1659938150000002, 7.3507267589999996, 
    NA, 8.2071263610000003, 6.1421507440000003, 6.7178671769999996, 
    6.3655043090000003, 6.4924735680000003, NA, 5.4714926640000003, 
    7.345257718, 7.6159566930000002, 6.9657084669999998, 9.175874619, 
    7.4798801729999997, 7.4620288979999998, 6.177786384, 6.1362279390000003, 
    5.936632028, NA, 7.85560612, 6.5404882000000004, 6.6492554559999997, 
    7.2176691689999997, 7.7627082139999999, 7.8441446600000004, 
    7.7336104309999998, 7.4519362070000001, 6.6203521910000003, 
    8.0007314800000007, 7.1398532379999997, NA, 7.7160435490000001, 
    NA, 7.0706122909999998, NA, NA, 7.1367737120000001, 7.1149938239999999, 
    8.0774642790000009, 5.7097799189999998, 7.0004175880000004, 
    7.8970590490000001, 6.7109677850000002, 7.08130244, 7.0171872190000002, 
    7.8186447430000001, 6.602852038, 6.7042601289999997, 7.3564150440000002, 
    7.6018655700000002, 5.8135056589999996, 5.5619346930000004, 
    3.6885386960000002, 7.7733611629999997, 5.78712041, 7.6777270489999996, 
    8.7833946160000007, 7.3582331249999999, 5.8742831390000001, 
    7.3731297500000004, 7.1300980540000003, 7.939696723, 6.3633446449999997, 
    6.7542409340000003, 8.3219783019999998, 5.7140884820000002, 
    7.1240746939999999, 6.597700831, 6.9671365989999998, 6.404859407, 
    NA, 7.0068059109999998, 6.0308320379999998, 8.5213295979999995, 
    NA, 6.2175792530000003, 6.8038355109999999, NA, 5.9068064390000004, 
    8.6937936730000001, 7.7583093280000002, 6.9597232699999996, 
    7.3488010319999999, 6.9244668220000003, 6.4748890870000002, 
    NA, NA, NA, 7.4336663180000002, 8.3646232180000002, 4.5855213819999996, 
    6.6529370920000002, NA, 6.1703790400000003, 6.9910861439999996, 
    NA, 5.2257358280000004, 7.2290608289999998, 7.102102854, 
    5.8520841079999997, 8.0387348490000008, 6.2060552729999996, 
    7.8939761859999997, 8.4682546339999991, 8.8469485839999997, 
    6.162140043, 4.6669355039999996, 6.3075771969999996, NA, 
    6.7221746329999998, 4.4888915530000002), ef_score = c(7.54, 
    4.9900000000000002, 5.1699999999999999, 4.8399999999999999, 
    7.5700000000000003, 7.9800000000000004, 7.5800000000000001, 
    6.4900000000000002, 7.3399999999999999, 7.5599999999999996, 
    6.2999999999999998, 6.4299999999999997, 6.2300000000000004, 
    7.3200000000000003, 6.8600000000000003, 5.9800000000000004, 
    7.0199999999999996, 6.2300000000000004, 6.5999999999999996, 
    7.4299999999999997, 5.75, 6.9299999999999997, 7.4100000000000001, 
    6.0499999999999998, 5.9199999999999999, 7.1699999999999999, 
    5.8200000000000003, 7.9800000000000004, 6.6799999999999997, 
    5.1100000000000003, 5.4400000000000004, 7.7999999999999998, 
    6.46, 6.5, 5.6699999999999999, 5.0199999999999996, 7.5499999999999998, 
    6, 6.96, 7.71, 7.5599999999999996, 7.7699999999999996, 7.1799999999999997, 
    6.0599999999999996, 5.7199999999999998, 7.1500000000000004, 
    7.8600000000000003, 5.7300000000000004, 6.79, 7.6500000000000004, 
    7.25, 5.8399999999999999, 7.3399999999999999, 8.0199999999999996, 
    7.6900000000000004, 6.5999999999999996, 6.46, 7.6399999999999997, 
    5.9299999999999997, 5.25, 6.3099999999999996, 6.5099999999999998, 
    7.0599999999999996, 8.9700000000000006, 7.2199999999999998, 
    7.2199999999999998, 6.6299999999999999, 7.1600000000000001, 
    6.0300000000000002, 5.4000000000000004, 8.0700000000000003, 
    7.4900000000000002, 7.2699999999999996, 7.1799999999999997, 
    7.4699999999999998, 7.46, 7.1100000000000003, 7.2000000000000002, 
    7.5300000000000002, 6.75, 6.9299999999999997, 6.9100000000000001, 
    7.6399999999999997, 6.9900000000000002, 6.3799999999999999, 
    6.5599999999999996, 4.7400000000000002, 7.8600000000000003, 
    7.5999999999999996, 7.1299999999999999, 6.1900000000000004, 
    5.8600000000000003, 6.9199999999999999, 5.7999999999999998, 
    7.7300000000000004, 5.96, 8.0099999999999998, 6.9000000000000004, 
    6.6399999999999997, 7.4000000000000004, 7.04, 6.3700000000000001, 
    5.5, 5.4199999999999999, 6.4000000000000004, 6.5300000000000002, 
    7.71, 8.4900000000000002, 7.2699999999999996, 6.0099999999999998, 
    6.3200000000000003, 7.5999999999999996, 6.7599999999999998, 
    6, 7.5800000000000001, 6.25, 6.9500000000000002, 7.4299999999999997, 
    7.3399999999999999, 7.2699999999999996, 7.5099999999999998, 
    7.4900000000000002, 7.6900000000000004, 6.8300000000000001, 
    7.4800000000000004, 6.5199999999999996, 6.2199999999999998, 
    6.8499999999999996, 7.2300000000000004, 5.75, 8.8399999999999999, 
    7.2999999999999998, 7.0499999999999998, 6.6500000000000004, 
    7.5599999999999996, 6.4900000000000002, 5.3600000000000003, 
    6.3600000000000003, 6.46, 7.4400000000000004, 8.3900000000000006, 
    5.0199999999999996, 7.8899999999999997, 6.7199999999999998, 
    6.9199999999999999, 6.8499999999999996, 6.5499999999999998, 
    5.8200000000000003, 6.7300000000000004, 6.29, 6.8399999999999999, 
    7.4100000000000001, 5.9800000000000004, 7.5, 8, 8.0299999999999994, 
    7.1600000000000001, 2.8799999999999999, 6.4199999999999999, 
    6.3399999999999999, 6.6100000000000003, 6.0599999999999996, 
    7.5300000000000002, 4.8300000000000001, 5.4400000000000004, 
    4.9800000000000004, 7.5899999999999999, 8, 7.6399999999999997, 
    6.3799999999999999, 7.3499999999999996, 7.3700000000000001, 
    6.3300000000000001, 6.5, NA, 7.4299999999999997, 6.8099999999999996, 
    5.7800000000000002, 7.1100000000000003, 6.0499999999999998, 
    6.6299999999999999, 7.3499999999999996, 5.75, 6.7699999999999996, 
    7.4000000000000004, 6.0300000000000002, 5.8700000000000001, 
    7.2000000000000002, 5.79, 7.9100000000000001, 6.6699999999999999, 
    4.6299999999999999, 5.2300000000000004, 7.79, 6.3899999999999997, 
    6.5499999999999998, 5.7800000000000002, 4.8099999999999996, 
    7.5099999999999998, 5.9299999999999997, 7.04, 7.6900000000000004, 
    7.4900000000000002, 7.75, 7.2400000000000002, 6.0899999999999999, 
    5.7699999999999996, 7.1399999999999997, 7.9299999999999997, 
    5.5499999999999998, 6.8200000000000003, 7.71, 7.3499999999999996, 
    5.7800000000000002, 7.2199999999999998, 7.9800000000000004, 
    7.6699999999999999, 6.5199999999999996, 6.4500000000000002, 
    7.6900000000000004, 5.7400000000000002, 5.5800000000000001, 
    6.5199999999999996, 6.54, 7.3499999999999996, 8.9700000000000006, 
    7.1900000000000004, 7.25, 6.6100000000000003, 7, 5.4000000000000004, 
    NA, 8.25, 7.4699999999999998, 7.3099999999999996, 7.25, 7.46, 
    7.4699999999999998, 7.2599999999999998, 7.1100000000000003, 
    7.5499999999999998, 6.5899999999999999, 6.8099999999999996, 
    6.9699999999999998, 7.7199999999999998, 7.0099999999999998, 
    6.4900000000000002, 6.8700000000000001, 4.8899999999999997, 
    7.8600000000000003, 7.6399999999999997, 7.1600000000000001, 
    6.3099999999999996, 5.7599999999999998, 7.1500000000000004, 
    5.8200000000000003, 7.7199999999999998, 5.7000000000000002, 
    8.0199999999999996, 6.8799999999999999, 6.5700000000000003, 
    7.3799999999999999, 6.7400000000000002, 6.3600000000000003, 
    5.6299999999999999, 5.3200000000000003, 6.6100000000000003, 
    6.5, 7.7300000000000004, 8.4800000000000004, 7.2699999999999996, 
    5.7400000000000002, 6.3899999999999997, 7.6500000000000004, 
    6.6399999999999997, 5.9199999999999999, 7.5700000000000003, 
    6.1699999999999999, 6.9100000000000001, 7.4699999999999998, 
    7.4299999999999997, 7.3600000000000003, 7.5499999999999998, 
    7.4299999999999997, 7.7000000000000002, 6.6500000000000004, 
    7.5599999999999996, 6.2400000000000002, 6.1500000000000004, 
    6.7599999999999998, 7.3300000000000001, 5.7800000000000002, 
    8.8399999999999999, 7.2400000000000002, 7.0800000000000001, 
    6.8399999999999999, 7.5300000000000002, 6.6299999999999999, 
    NA, 6.8499999999999996, 6.4400000000000004, 7.6500000000000004, 
    8.3699999999999992, 4.96, 7.7599999999999998, 6.6500000000000004, 
    6.9199999999999999, 6.7999999999999998, 6.5999999999999996, 
    5.6900000000000004, 6.4800000000000004, 6.3300000000000001, 
    6.8399999999999999, 7.2999999999999998, 5.4000000000000004, 
    7.4500000000000002, 8.0099999999999998, 7.9299999999999997, 
    7.1500000000000004, 2.96, 6.2999999999999998, 6.0700000000000003, 
    6.7400000000000002, 6.0099999999999998, 7.4800000000000004, 
    5.0099999999999998, 5.1299999999999999, 4.4900000000000002, 
    7.7000000000000002, 8.0199999999999996, 7.6799999999999997, 
    6.4000000000000004, 7.3200000000000003, 7.3600000000000003, 
    6.2999999999999998, 6.6299999999999999, NA, 7.5899999999999999, 
    6.9000000000000004, 5.9400000000000004, 6.9900000000000002, 
    6.21, 6.7800000000000002, 7.2400000000000002, 5.9299999999999997, 
    6.8899999999999997, 7.3700000000000001, 6.0199999999999996, 
    5.9699999999999998, 7.1600000000000001, 5.9000000000000004, 
    8.2200000000000006, 6.5599999999999996, 5.1600000000000001, 
    4.9699999999999998, 7.8399999999999999, 6.3799999999999999, 
    6.5800000000000001, 5.2300000000000004, 4.6900000000000004, 
    7.5, 6, 7, 7.3300000000000001, 7.46, 7.8099999999999996, 
    7.2599999999999998, 5.6600000000000001, 5.7800000000000002, 
    7.3499999999999996, 7.79, 5.46, 6.6299999999999999, 7.79, 
    7.3600000000000003, 5.5700000000000003, 7.3499999999999996, 
    8.0199999999999996, 7.6699999999999999, 6.4100000000000001, 
    6.8099999999999996, 7.6500000000000004, 5.6200000000000001, 
    5.3499999999999996, 6.21, 6.5800000000000001, 7.2599999999999998, 
    9, 7.3600000000000003, 7.2300000000000004, 6.2300000000000004, 
    7.0199999999999996, 4.8899999999999997, NA, 8.1199999999999992, 
    7.4500000000000002, 7.25, 7.1299999999999999, 7.5199999999999996, 
    7.54, 7.2300000000000004, 7.0999999999999996, 7.5499999999999998, 
    6.7699999999999996, 6.96, 6.9199999999999999, 7.8099999999999996, 
    6.9800000000000004, 6.4699999999999998, 7.1799999999999997, 
    4.8099999999999996, 7.9100000000000001, 7.7800000000000002, 
    7.2400000000000002, 6.4400000000000004, 5.9400000000000004, 
    7.0999999999999996, 5.8099999999999996, 7.7999999999999998, 
    5.6799999999999997, 8.0199999999999996, 6.8499999999999996, 
    6.6500000000000004, 7.3200000000000003, 7.1699999999999999, 
    6.2800000000000002, 5.75, 5.3600000000000003, 6.75, 6.4500000000000002, 
    7.7400000000000002, 8.4800000000000004, 7.2999999999999998, 
    5.79, 6.3799999999999999, 7.6200000000000001, 7.0499999999999998, 
    5.8899999999999997, 7.4800000000000004, 6.2800000000000002, 
    6.8700000000000001, 7.5300000000000002, 7.4000000000000004, 
    7.4299999999999997, 7.5999999999999996, 7.6799999999999997, 
    7.7400000000000002, 6.5899999999999999, 7.4299999999999997, 
    6.5499999999999998, 6.2300000000000004, 6.71, 7.46, 6, 8.8399999999999999, 
    7.4400000000000004, 7.0099999999999998, 6.8700000000000001, 
    7.4500000000000002, 6.5800000000000001, NA, 6.7800000000000002, 
    6.4699999999999998, 7.6200000000000001, 8.3100000000000005, 
    4.9699999999999998, 7.7599999999999998, 6.6799999999999997, 
    6.7599999999999998, 6.6200000000000001, 6.6799999999999997, 
    5.79, 6.75, 6.4800000000000004, 6.8700000000000001, 7.3099999999999996, 
    5.9100000000000001, 7.5599999999999996, 7.9100000000000001, 
    7.8099999999999996, 7.1399999999999997, 3.2799999999999998, 
    6.3200000000000003, 6.7400000000000002, 6.9900000000000002, 
    5.6299999999999999, 7.2699999999999996, 5.04, 5.25, 4.8799999999999999, 
    7.6900000000000004, 7.9199999999999999, 7.6299999999999999, 
    6.2000000000000002, 7.3300000000000001, 7.3300000000000001, 
    6.3700000000000001, 6.6799999999999997, NA, 7.3700000000000001, 
    7.0300000000000002, 6.4400000000000004, 6.9299999999999997, 
    6.4000000000000004, 6.6100000000000003, 7.2699999999999996, 
    6.0499999999999998, 6.75, 7.3300000000000001, 5.96, 5.96, 
    7.1699999999999999, 5.9500000000000002, 8.0299999999999994, 
    6.6200000000000001, 5.71, 4.9900000000000002, 7.8799999999999999, 
    6.3899999999999997, 6.6699999999999999, 5.3600000000000003, 
    4.5499999999999998, 7.4800000000000004, 5.9000000000000004, 
    6.9000000000000004, 7.0700000000000003, 7.3700000000000001, 
    7.6799999999999997, 7.2400000000000002, 5.8799999999999999, 
    6.0099999999999998, 7.2000000000000002, 7.7000000000000002, 
    5.5300000000000002, 6.4400000000000004, 7.7000000000000002, 
    7.2300000000000004, 5.4199999999999999, 7.3200000000000003, 
    7.8700000000000001, 7.6600000000000001, 6.5499999999999998, 
    6.8799999999999999, 7.6600000000000001, 5.6500000000000004, 
    5.0700000000000003, 6.04, 6.3600000000000003, 7.1299999999999999, 
    8.9600000000000009, 7.3399999999999999, 7.0199999999999996, 
    6.3600000000000003, 7.0099999999999998, 5.04, NA, 8.0399999999999991, 
    7.4199999999999999, 7.1900000000000004, 7.2999999999999998, 
    7.54, 7.6500000000000004, 7.1299999999999999, 7.1200000000000001, 
    7.3600000000000003, 6.8399999999999999, 6.7599999999999998, 
    NA, 7.6799999999999997, 6.9699999999999998, 6.3200000000000003, 
    NA, 4.7800000000000002, 7.7199999999999998, 7.6100000000000003, 
    7.1900000000000004, 6.5999999999999996, 5.9199999999999999, 
    7.0700000000000003, 5.9500000000000002, 7.6600000000000001, 
    5.5999999999999996, 8.1199999999999992, 6.7699999999999996, 
    6.5499999999999998, 7.1699999999999999, 7.0800000000000001, 
    6.3700000000000001, 5.7800000000000002, 5.3499999999999996, 
    6.6299999999999999, 6.3600000000000003, 7.6200000000000001, 
    8.4800000000000004, 7.3399999999999999, 5.6900000000000004, 
    6.3899999999999997, 7.5999999999999996, 6.9800000000000004, 
    6.1399999999999997, 7.3799999999999999, 6.96, 6.9500000000000002, 
    7.5199999999999996, 7.54, 7.25, 7.5199999999999996, 7.54, 
    7.6299999999999999, 6.6200000000000001, 7.4000000000000004, 
    6.5499999999999998, 6.2000000000000002, 6.6799999999999997, 
    7.2400000000000002, 6.1200000000000001, 8.6400000000000006, 
    7.3799999999999999, 6.75, 7.0800000000000001, 7.3499999999999996, 
    6.6399999999999997, NA, 6.7199999999999998, 6.5599999999999996, 
    7.4400000000000004, 8.2200000000000006, 4.0700000000000003, 
    7.7199999999999998, 6.5499999999999998, 6.8499999999999996, 
    6.6100000000000003, 6.6399999999999997, 6.25, 6.7699999999999996, 
    6.3499999999999996, 6.8600000000000003, 7.3799999999999999, 
    6.0499999999999998, 7.6799999999999997, 7.96, 7.7400000000000002, 
    7.2599999999999998, 3.3199999999999998, 6.3700000000000001, 
    6.3300000000000001, 6.9500000000000002, 5.2999999999999998, 
    7.2000000000000002, 4.9500000000000002, 5.2800000000000002, 
    5.04, 7.75, 7.96, 7.6200000000000001, 6.3200000000000003, 
    7.3099999999999996, 7.3300000000000001, 6.2400000000000002, 
    6.6699999999999999, NA, 7.3499999999999996, 7.1299999999999999, 
    5.7400000000000002, NA, 6.3799999999999999, 6.79, 7.25, 6.2400000000000002, 
    7.0700000000000003, 7.3700000000000001, 5.8099999999999996, 
    5.2199999999999998, 6.9199999999999999, 6.0499999999999998, 
    7.9900000000000002, 6.5599999999999996, 4.9299999999999997, 
    4.7199999999999998, 7.8099999999999996, 6.3700000000000001, 
    6.7199999999999998, 5.2000000000000002, 4.3899999999999997, 
    7.5300000000000002, 5.6399999999999997, 6.9299999999999997, 
    7.4699999999999998, 7.4199999999999999, 7.5599999999999996, 
    7.0300000000000002, 6.0300000000000002, 6.1399999999999997, 
    7.0899999999999999, 7.6799999999999997, 5.5800000000000001, 
    6.8399999999999999, 7.8099999999999996, 7.2699999999999996, 
    5.3700000000000001, 6.8700000000000001, 7.75, 7.6399999999999997, 
    6.4400000000000004, 6.6699999999999999, 7.4100000000000001, 
    NA, 5.96, 6.2999999999999998, 6, 7.1600000000000001, 8.9600000000000009, 
    7.3300000000000001, 6.9400000000000004, 6.54, 6.8399999999999999, 
    4.96, NA, 7.9800000000000004, 7.3600000000000003, 7.2199999999999998, 
    7.1399999999999997, 7.6600000000000001, 7.5599999999999996, 
    7.1399999999999997, 7.0899999999999999, 7.4500000000000002, 
    6.9299999999999997, 6.6699999999999999, NA, 7.5599999999999996, 
    6.96, 6.1900000000000004, NA, NA, 7.5199999999999996, 7.46, 
    7.2300000000000004, 6.4800000000000004, 6.1799999999999997, 
    6.8499999999999996, 5.9900000000000002, 7.6299999999999999, 
    5.6799999999999997, 8.1500000000000004, 6.71, 6.6399999999999997, 
    7.0199999999999996, 7.25, 6.3399999999999999, 5.9299999999999997, 
    5, 6.79, 6.1200000000000001, 7.54, 8.4700000000000006, 7.3600000000000003, 
    5.5499999999999998, 6.2199999999999998, 7.5800000000000001, 
    7.04, 6.1500000000000004, 7.3399999999999999, 6.9100000000000001, 
    6.8899999999999997, 7.5700000000000003, 7.2699999999999996, 
    7.3200000000000003, 7.3099999999999996, 7.5, 7.4699999999999998, 
    6.6500000000000004, 7.3200000000000003, 6.4199999999999999, 
    5.9000000000000004, 6.5499999999999998, NA, 6.2699999999999996, 
    8.6400000000000006, 7.3799999999999999, 6.8399999999999999, 
    6.9800000000000004, 7.3499999999999996, 6.7300000000000004, 
    NA, 6.6399999999999997, 6.4400000000000004, 7.4800000000000004, 
    8.1999999999999993, 5.2699999999999996, 7.71, 6.75, 6.6200000000000001, 
    6.5800000000000001, 6.6900000000000004, 5.3300000000000001, 
    6.5999999999999996, 6.4000000000000004, 6.9900000000000002, 
    7.2800000000000002, 6.2400000000000002, 7.71, 7.9100000000000001, 
    7.8799999999999999, 7.3399999999999999, 3.8199999999999998, 
    6.4000000000000004, 6.1699999999999999, 7.1900000000000004, 
    5.0599999999999996, 7.2400000000000002, 5.0599999999999996, 
    5.1600000000000001, 5.5800000000000001, 7.71, 8.0099999999999998, 
    7.6500000000000004, 6.1500000000000004, 7.3200000000000003, 
    7.4900000000000002, 6.3399999999999999, 6.6299999999999999, 
    NA, 7.3799999999999999, 7.1200000000000001, 6, NA, 6.3099999999999996, 
    6.7000000000000002, 7.2199999999999998, 6.4500000000000002, 
    6.9199999999999999, 7.3700000000000001, 5.9500000000000002, 
    5.2300000000000004, 6.9800000000000004, 6.0300000000000002, 
    7.9500000000000002, 6.5300000000000002, 5.0599999999999996, 
    4.9699999999999998, 7.9100000000000001, 6.3200000000000003, 
    6.8200000000000003, 5.2800000000000002, 4.4800000000000004, 
    7.5700000000000003, 5.7000000000000002, 6.9000000000000004, 
    7.6699999999999999, 7.2599999999999998, 7.71, 7.1799999999999997, 
    5.8799999999999999, 6.1799999999999997, 7.1399999999999997, 
    7.7400000000000002, 5.1600000000000001, 7.04, 7.8700000000000001, 
    7.3300000000000001, 5.4400000000000004, 7.04, 7.6399999999999997, 
    7.6799999999999997, 6.7599999999999998, 6.6900000000000004, 
    7.2199999999999998, NA, 5.6200000000000001, 6.3099999999999996, 
    6.29, 7.2800000000000002, 8.9900000000000002, 7.3799999999999999, 
    6.8600000000000003, 6.5700000000000003, 6.8700000000000001, 
    5.6299999999999999, NA, 7.8300000000000001, 7.3499999999999996, 
    7.2199999999999998, 7, 7.4900000000000002, 7.4800000000000004, 
    6.9699999999999998, 6.9400000000000004, 7.5199999999999996, 
    6.9299999999999997, 6.6200000000000001, NA, 7.3399999999999999, 
    7.1799999999999997, 6.21, NA, NA, 7.5, 7.4800000000000004, 
    7.1100000000000003, 6.21, 6.5199999999999996, 6.8600000000000003, 
    5.9199999999999999, 7.6699999999999999, 5.7800000000000002, 
    8.0500000000000007, 6.6799999999999997, 6.7000000000000002, 
    7.1699999999999999, 7.1399999999999997, 6.4699999999999998, 
    5.7699999999999996, 4.4400000000000004, 6.6100000000000003, 
    6.1200000000000001, 7.5800000000000001, 8.3900000000000006, 
    7.3099999999999996, 5.7999999999999998, 6.3399999999999999, 
    7.5599999999999996, 6.9100000000000001, 6.2300000000000004, 
    7.1299999999999999, 6.8300000000000001, 6.7999999999999998, 
    7.6200000000000001, 7.2199999999999998, 7.2400000000000002, 
    7.2699999999999996, 7.2300000000000004, 7.3399999999999999, 
    6.5599999999999996, 7.4500000000000002, 6.6699999999999999, 
    5.9000000000000004, 6.6399999999999997, NA, 6.1799999999999997, 
    8.7599999999999998, 7.4800000000000004, 6.8300000000000001, 
    7.1200000000000001, 7.4500000000000002, 6.7699999999999996, 
    NA, 6.3499999999999996, 6.5800000000000001, 7.5700000000000003, 
    8.2300000000000004, 6.1799999999999997, 7.71, 6.3899999999999997, 
    6.7599999999999998, 6.5899999999999999, 6.8899999999999997, 
    5.4500000000000002, 6.6500000000000004, 6.9699999999999998, 
    7.0300000000000002, 7.2599999999999998, 6.1500000000000004, 
    7.6900000000000004, 7.9000000000000004, 7.7599999999999998, 
    7.3899999999999997, 3.9100000000000001, 6.2400000000000002, 
    6.1900000000000004, 7.3399999999999999, 4.9299999999999997, 
    7.3499999999999996, 5.0700000000000003, 5.2999999999999998, 
    5.5899999999999999, 7.5599999999999996, 8.0199999999999996, 
    7.6200000000000001, 5.9699999999999998, 7.3799999999999999, 
    7.4699999999999998, 6.3499999999999996, 6.6299999999999999, 
    NA, 7.3899999999999997, 6.5199999999999996, 6.0499999999999998, 
    NA, 6.3499999999999996, 6.6299999999999999, 7.0199999999999996, 
    6.46, 7.0700000000000003, 7.2999999999999998, 5.9299999999999997, 
    5.1799999999999997, 7.0800000000000001, 6.0800000000000001, 
    8.0099999999999998, 6.3799999999999999, 5.04, 5.4400000000000004, 
    7.8899999999999997, 6.2599999999999998, 6.7400000000000002, 
    5.3799999999999999, 4.7400000000000002, 7.2800000000000002, 
    5.6900000000000004, 6.6799999999999997, 7.7300000000000004, 
    7.2199999999999998, 7.7699999999999996, 7.1600000000000001, 
    5.8700000000000001, 6.3499999999999996, 7.21, 7.8200000000000003, 
    5.5999999999999996, 6.9299999999999997, 7.79, 7.4199999999999999, 
    5.54, 7.2400000000000002, 7.5, 7.5899999999999999, 6.75, 
    6.8099999999999996, 7.1500000000000004, NA, 5.0499999999999998, 
    6.21, 6.21, 7.21, 9.0199999999999996, 7.3099999999999996, 
    6.4800000000000004, 6.3899999999999997, 6.8499999999999996, 
    5.9100000000000001, NA, 7.6699999999999999, 7.3200000000000003, 
    7.1900000000000004, 6.9699999999999998, 7.5899999999999999, 
    7.4500000000000002, 6.9400000000000004, 6.9199999999999999, 
    7.5099999999999998, 6.9500000000000002, 6.6100000000000003, 
    NA, 7.2300000000000004, 7.21, 6.0800000000000001, NA, NA, 
    7.4699999999999998, 7.5300000000000002, 6.9299999999999997, 
    6.4100000000000001, 6.2699999999999996, 6.8499999999999996, 
    6.04, 7.5899999999999999, 5.7699999999999996, 7.9800000000000004, 
    6.6699999999999999, 6.5800000000000001, 7.0599999999999996, 
    7.3300000000000001, 6.4100000000000001, 5.5099999999999998, 
    4.0599999999999996, 6.8399999999999999, 6.2000000000000002, 
    7.4800000000000004, 8.3300000000000001, 7.1799999999999997, 
    5.9100000000000001, 6.1200000000000001, 7.4699999999999998, 
    7.0099999999999998, 6.1699999999999999, 7.2199999999999998, 
    6.8700000000000001, 6.7400000000000002, 7.6399999999999997, 
    7.0499999999999998, 7.1200000000000001, 7, 7.3499999999999996, 
    7.2999999999999998, 6.54, 7.2300000000000004, 6.71, 5.9500000000000002, 
    6.5599999999999996, NA, 6.2199999999999998, 8.7599999999999998, 
    7.4699999999999998, 6.8200000000000003, 7.0499999999999998, 
    7.3200000000000003, 6.6299999999999999, NA, 6.6399999999999997, 
    6.4100000000000001, 7.5800000000000001, 8.3000000000000007, 
    5.96, 7.7000000000000002, 6.2800000000000002, 6.7000000000000002, 
    6.6500000000000004, 6, 5.5499999999999998, 6.6100000000000003, 
    6.4900000000000002, 6.8300000000000001, 7.4400000000000004, 
    5.9000000000000004, 7.5599999999999996, 7.8899999999999997, 
    7.8099999999999996, 7.3300000000000001, 3.96, 6.3300000000000001, 
    6.1200000000000001, 7.3499999999999996, 4.46, 7.3099999999999996, 
    5.1799999999999997, 5.1399999999999997, 5.8200000000000003, 
    7.5499999999999998, 7.9699999999999998, 7.6600000000000001, 
    6.0599999999999996, 7.4900000000000002, 7.29, 6.2999999999999998, 
    6.5599999999999996, NA, 7.2800000000000002, 7.0700000000000003, 
    6.0999999999999996, NA, 6.2999999999999998, 6.5599999999999996, 
    6.7599999999999998, 6.2400000000000002, NA, 7.29, 5.9000000000000004, 
    5.4299999999999997, NA, 5.8499999999999996, 8.0099999999999998, 
    NA, 5.2000000000000002, 5.1600000000000001, 7.8700000000000001, 
    6.3099999999999996, 6.7000000000000002, 5.2800000000000002, 
    4.9000000000000004, 7.3700000000000001, 5.6900000000000004, 
    6.7800000000000002, 7.7699999999999996, 7.1699999999999999, 
    7.6600000000000001, 6.9500000000000002, 5.9199999999999999, 
    6.21, 7.4000000000000004, 7.7000000000000002, 5.7800000000000002, 
    7.0800000000000001, 7.71, 7.4299999999999997, 5.7999999999999998, 
    NA, 7.4100000000000001, 7.5499999999999998, 6.8700000000000001, 
    6.96, 7.1500000000000004, NA, 5.1900000000000004, 6.3300000000000001, 
    6.79, 7.1600000000000001, 9.0899999999999999, 7.2699999999999996, 
    6.9000000000000004, 6.3899999999999997, 6.5499999999999998, 
    5.9100000000000001, NA, 7.7599999999999998, 7.1399999999999997, 
    6.9699999999999998, 7.2599999999999998, 7.5199999999999996, 
    7.2300000000000004, 7.0700000000000003, 6.9000000000000004, 
    7.3499999999999996, 7.0999999999999996, 6.9100000000000001, 
    NA, 7.3300000000000001, NA, 6.0300000000000002, NA, NA, 7.5499999999999998, 
    7.5099999999999998, 6.8899999999999997, 6.2800000000000002, 
    6.2199999999999998, 6.5999999999999996, 6.04, 7.6399999999999997, 
    6.04, 7.8499999999999996, 6.5300000000000002, 6.6600000000000001, 
    7.0300000000000002, 7.1600000000000001, 6.2599999999999998, 
    5.4699999999999998, 4.2199999999999998, 6.9299999999999997, 
    5.8600000000000003, 7.4400000000000004, 8.2699999999999996, 
    7.0899999999999999, 5.7000000000000002, 5.8899999999999997, 
    7.5, 7.1299999999999999, 6.1200000000000001, 7.25, 6.8300000000000001, 
    6.5599999999999996, 7.5099999999999998, 6.6600000000000001, 
    7.1600000000000001, 7.1699999999999999, NA, 7.4500000000000002, 
    6.4299999999999997, 6.8899999999999997, NA, 6.0499999999999998, 
    6.5800000000000001, NA, 6.1799999999999997, 8.7699999999999996, 
    7.4199999999999999, 7.0199999999999996, 6.8200000000000003, 
    7.2699999999999996, 6.3499999999999996, NA, NA, NA, 7.3899999999999997, 
    8.2599999999999998, 5.79, 7.3899999999999997, NA, 6.4199999999999999, 
    6.6900000000000004, NA, 5.5700000000000003, 6.6100000000000003, 
    6.71, 6.79, 7.3600000000000003, 5.8899999999999997, 7.4000000000000004, 
    8.0800000000000001, 7.9500000000000002, 7.0499999999999998, 
    4.3600000000000003, 6.4500000000000002, NA, 7.1299999999999999, 
    4.5, 7.2199999999999998, 5.1600000000000001, 4.4100000000000001, 
    5.8799999999999999, 7.5899999999999999, 8.0800000000000001, 
    7.7000000000000002, 6.1500000000000004, 7.5800000000000001, 
    7.4199999999999999, 6.0700000000000003, 6.2199999999999998, 
    NA, 7.2999999999999998, 7.3200000000000003, 5.9900000000000002, 
    NA, 6.0899999999999999, 6.5599999999999996, 6.8499999999999996, 
    6.3099999999999996, NA, 7.1699999999999999, 5.9500000000000002, 
    5.0099999999999998, NA, 5.5700000000000003, 8.0399999999999991, 
    NA, 5.1799999999999997, 4.8399999999999999, 7.7999999999999998, 
    6.2699999999999996, 6.5999999999999996, 5.1600000000000001, 
    4.6900000000000004, 7.3700000000000001, 5.5, 6.7199999999999998, 
    7.7400000000000002, 7.21, 7.8799999999999999, 6.46, 6.0199999999999996, 
    6.4299999999999997, 7.5300000000000002, 7.7699999999999996, 
    5.3499999999999996, 7.2599999999999998, 7.8099999999999996, 
    7.4199999999999999, 5.8499999999999996, NA, 7.5700000000000003, 
    7.5, 6.8200000000000003, 7.0999999999999996, 7.21, NA, 4.8099999999999996, 
    6.4000000000000004, 6.7599999999999998, 7.2800000000000002, 
    9.1899999999999995, 7.2000000000000002, 7.3399999999999999, 
    6.4699999999999998, 6.3899999999999997, 6.0599999999999996, 
    NA, 7.8700000000000001, 7.2000000000000002, 7.0700000000000003, 
    7.2699999999999996, 7.6500000000000004, 7.1699999999999999, 
    7.04, 6.7699999999999996, 7.46, 7.0300000000000002, 6.8200000000000003, 
    NA, 7.5199999999999996, NA, 6.0700000000000003, NA, NA, 7.4400000000000004, 
    7.6200000000000001, 6.8300000000000001, 6.0700000000000003, 
    6.1699999999999999, 6.6100000000000003, 5.8899999999999997, 
    7.5899999999999999, 5.9800000000000004, 7.96, 6.6600000000000001, 
    6.9100000000000001, 6.7300000000000004, 7.1900000000000004, 
    6.2199999999999998, 5.6699999999999999, 3.8599999999999999, 
    6.8300000000000001, 6.0300000000000002, 7.5800000000000001, 
    8.4000000000000004, 7.1200000000000001, 5.3899999999999997, 
    6.0300000000000002, 7.6299999999999999, 7.0800000000000001, 
    5.9699999999999998, 7.2400000000000002, 6.7699999999999996, 
    6.5, 7.5, 6.7199999999999998, 7, 7.21, NA, 7.3200000000000003, 
    6.5199999999999996, 6.75, NA, 5.8700000000000001, 6.5499999999999998, 
    NA, 5.9800000000000004, 8.9199999999999999, 7.5999999999999996, 
    7.0099999999999998, 6.7199999999999998, 7.3700000000000001, 
    6.2599999999999998, NA, NA, NA, 7.4000000000000004, 8.2400000000000002, 
    5.6200000000000001, 7.4900000000000002, NA, 6.2000000000000002, 
    6.7999999999999998, NA, 5.6699999999999999, 6.7400000000000002, 
    6.6799999999999997, 6.8600000000000003, 7.21, 5.8700000000000001, 
    7.6799999999999997, 7.9900000000000002, 8.1699999999999999, 
    7.1200000000000001, 4.2199999999999998, 6.1900000000000004, 
    NA, 7.1500000000000004, 4.5499999999999998), ef_rank = c(34, 
    159, 155, 160, 29, 10, 27, 106, 49, 30, 120, 111, 123, 52, 
    83, 134, 73, 123, 98, 44, 144, 77, 46, 129, 138, 64, 141, 
    10, 93, 156, 150, 15, 108, 105, 148, 157, 33, 132, 75, 18, 
    30, 16, 62, 127, 147, 67, 13, 146, 88, 22, 57, 140, 49, 7, 
    20, 98, 108, 23, 137, 154, 119, 104, 70, 1, 59, 59, 96, 65, 
    130, 152, 5, 38, 54, 62, 41, 42, 69, 61, 35, 90, 77, 81, 
    23, 74, 114, 100, 161, 13, 25, 68, 126, 139, 79, 143, 17, 
    136, 8, 82, 95, 48, 72, 115, 149, 151, 113, 102, 18, 3, 54, 
    131, 118, 25, 89, 132, 27, 122, 76, 44, 49, 54, 36, 38, 20, 
    87, 40, 103, 125, 84, 58, 144, 2, 53, 71, 94, 30, 106, 153, 
    116, 108, 43, 4, 157, 12, 92, 79, 84, 101, 141, 91, 121, 
    86, 46, 134, 37, 9, 6, 65, 162, 112, 117, 97, 127, 34, 156, 
    148, 153, 29, 8, 27, 115, 50, 48, 117, 107, NA, 43, 85, 134, 
    70, 126, 96, 50, 140, 88, 46, 127, 131, 64, 133, 12, 92, 
    158, 152, 14, 113, 103, 134, 157, 36, 129, 73, 22, 37, 16, 
    61, 124, 138, 69, 10, 147, 84, 20, 50, 134, 63, 9, 24, 105, 
    111, 22, 141, 146, 105, 104, 50, 1, 65, 59, 98, 75, 149, 
    NA, 5, 38, 55, 59, 41, 38, 58, 70, 32, 101, 85, 76, 18, 74, 
    109, 80, 155, 13, 27, 66, 119, 139, 67, 132, 18, 143, 6, 
    79, 102, 47, 90, 116, 145, 151, 98, 107, 17, 3, 57, 141, 
    113, 25, 95, 130, 30, 122, 78, 38, 43, 49, 32, 43, 21, 93, 
    31, 121, 123, 89, 54, 134, 2, 61, 72, 82, 34, 96, NA, 81, 
    112, 25, 4, 154, 15, 93, 77, 87, 100, 144, 110, 117, 82, 
    56, 149, 42, 7, 10, 67, 159, 120, 125, 90, 128, 38, 152, 
    151, 158, 23, 7, 24, 115, 55, 49, 119, 100, NA, 31, 82, 130, 
    77, 124, 89, 62, 132, 83, 48, 126, 129, 68, 134, 5, 107, 
    150, 153, 12, 116, 104, 149, 157, 37, 127, 76, 54, 40, 13, 
    59, 142, 139, 52, 17, 146, 100, 17, 49, 145, 52, 7, 26, 114, 
    88, 27, 144, 148, 124, 104, 59, 1, 49, 64, 122, 74, 155, 
    NA, 6, 42, 61, 70, 36, 34, 64, 71, 33, 91, 80, 81, 13, 79, 
    110, 66, 156, 10, 19, 62, 113, 130, 71, 136, 16, 141, 7, 
    87, 99, 55, 67, 120, 140, 147, 93, 112, 21, 3, 58, 137, 116, 
    28, 73, 135, 38, 120, 84, 35, 47, 45, 30, 24, 21, 103, 45, 
    108, 122, 96, 40, 127, 2, 44, 75, 84, 42, 104, NA, 89, 110, 
    28, 4, 153, 20, 97, 92, 102, 97, 137, 93, 109, 84, 57, 133, 
    32, 10, 13, 69, 159, 118, 95, 77, 143, 53, 150, 148, 153, 
    17, 9, 25, 123, 48, 48, 113, 92, NA, 42, 72, 108, 80, 110, 
    100, 53, 127, 89, 48, 131, 131, 63, 133, 7, 98, 139, 152, 
    10, 111, 94, 145, 155, 35, 136, 81, 70, 42, 18, 57, 137, 
    130, 60, 15, 143, 108, 15, 59, 144, 51, 11, 21, 104, 82, 
    21, 141, 149, 129, 116, 65, 1, 46, 73, 116, 74, 150, NA, 
    6, 37, 61, 52, 30, 24, 65, 67, 44, 85, 88, NA, 18, 76, 121, 
    NA, 154, 13, 28, 61, 102, 135, 70, 133, 21, 142, 5, 86, 104, 
    63, 68, 113, 138, 146, 97, 116, 27, 3, 46, 140, 111, 29, 
    75, 125, 39, 77, 78, 33, 30, 56, 33, 30, 25, 98, 38, 104, 
    123, 92, 57, 126, 2, 39, 89, 68, 45, 95, NA, 91, 103, 36, 
    4, 156, 13, 104, 84, 100, 95, 122, 86, 119, 83, 39, 127, 
    18, 8, 12, 55, 157, 113, 120, 78, 147, 59, 149, 141, 146, 
    13, 8, 21, 113, 50, 46, 116, 92, NA, 42, 64, 134, NA, 110, 
    85, 55, 116, 67, 39, 133, 143, 77, 126, 6, 101, 150, 151, 
    11, 111, 89, 144, 152, 28, 136, 75, 32, 36, 24, 69, 127, 
    124, 65, 17, 137, 82, 11, 53, 139, 80, 13, 19, 105, 92, 37, 
    NA, 130, 114, 128, 61, 1, 46, 74, 103, 82, 148, NA, 7, 40, 
    58, 62, 18, 24, 62, 65, 35, 75, 92, NA, 24, 73, 120, NA, 
    NA, 29, 34, 57, 104, 121, 81, 129, 20, 135, 5, 90, 96, 70, 
    55, 112, 131, 147, 85, 125, 27, 3, 40, 138, 119, 22, 68, 
    123, 44, 78, 79, 23, 53, 48, 50, 30, 32, 95, 48, 107, 132, 
    102, NA, 115, 2, 38, 82, 72, 42, 88, NA, 96, 105, 31, 4, 
    142, 15, 87, 98, 100, 91, 140, 99, 108, 71, 52, 116, 15, 
    9, 10, 44, 153, 108, 122, 60, 145, 52, 147, 145, 140, 14, 
    6, 21, 125, 46, 30, 111, 98, NA, 38, 65, 129, NA, 114, 91, 
    55, 108, 77, 40, 130, 144, 72, 128, 7, 105, 147, 149, 8, 
    113, 86, 143, 151, 25, 137, 79, 19, 50, 14, 59, 133, 122, 
    62, 13, 145, 68, 10, 45, 142, 68, 22, 18, 89, 93, 55, NA, 
    139, 114, 116, 48, 1, 38, 82, 103, 81, 138, NA, 11, 41, 55, 
    71, 30, 32, 73, 75, 28, 76, 99, NA, 42, 59, 119, NA, NA, 
    29, 32, 67, 119, 106, 82, 131, 19, 135, 5, 94, 91, 61, 62, 
    107, 136, 152, 100, 127, 24, 3, 47, 134, 111, 27, 78, 118, 
    64, 84, 87, 23, 55, 52, 49, 54, 42, 104, 35, 95, 132, 97, 
    NA, 122, 2, 32, 84, 65, 35, 88, NA, 110, 102, 25, 4, 122, 
    14, 109, 89, 101, 80, 141, 96, 73, 70, 50, 125, 17, 9, 12, 
    37, 153, 117, 121, 42, 150, 38, 147, 145, 139, 23, 5, 18, 
    128, 37, 29, 109, 92, NA, 36, 100, 125, NA, 109, 92, 67, 
    103, 63, 46, 131, 146, 62, 123, 6, 108, 149, 143, 8, 115, 
    84, 144, 150, 48, 137, 88, 14, 52, 13, 59, 135, 109, 54, 
    10, 138, 73, 12, 35, 141, 49, 27, 19, 83, 82, 60, NA, 148, 
    117, 117, 54, 1, 45, 102, 107, 77, 132, NA, 16, 43, 57, 70, 
    19, 33, 72, 75, 26, 71, 95, NA, 50, 54, 123, NA, NA, 29, 
    25, 73, 104, 114, 77, 126, 19, 136, 7, 89, 97, 64, 41, 104, 
    142, 152, 79, 119, 28, 3, 58, 132, 121, 29, 68, 120, 52, 
    76, 84, 17, 65, 61, 69, 38, 46, 99, 50, 86, 130, 98, NA, 
    116, 2, 29, 81, 65, 43, 92, NA, 91, 104, 22, 4, 129, 15, 
    113, 87, 90, 127, 140, 95, 101, 80, 34, 134, 23, 8, 11, 41, 
    153, 112, 121, 38, 151, 39, 135, 137, 123, 18, 7, 15, 111, 
    25, 40, 101, 89, NA, 42, 60, 110, NA, 101, 89, 80, 105, NA, 
    40, 118, 131, NA, 122, 6, NA, 133, 136, 9, 100, 82, 132, 
    138, 35, 128, 79, 11, 48, 15, 67, 116, 107, 31, 14, 126, 
    59, 13, 28, 124, NA, 30, 18, 74, 66, 53, NA, 134, 99, 77, 
    50, 1, 43, 70, 97, 92, 117, NA, 12, 54, 65, 45, 21, 47, 60, 
    70, 37, 57, 69, NA, 38, NA, 115, NA, NA, 18, 22, 72, 103, 
    106, 87, 113, 17, 113, 10, 93, 84, 63, 50, 104, 130, 141, 
    68, 121, 27, 3, 58, 127, 119, 24, 55, 109, 46, 75, 89, 22, 
    84, 50, 48, NA, 26, 95, 72, NA, 112, 88, NA, 108, 2, 29, 
    64, 76, 43, 98, NA, NA, NA, 33, 4, 125, 33, NA, 96, 83, NA, 
    129, 86, 81, 77, 36, 119, 31, 5, 8, 62, 140, 94, NA, 55, 
    139, 47, 132, 139, 120, 22, 6, 16, 105, 24, 34, 107, 100, 
    NA, 42, 40, 114, NA, 106, 88, 69, 97, NA, 55, 118, 134, NA, 
    127, 7, NA, 131, 135, 13, 98, 87, 132, 137, 37, 128, 81, 
    15, 48, 10, 93, 113, 94, 27, 14, 130, 45, 12, 34, 123, NA, 
    26, 29, 72, 60, 48, NA, 136, 95, 77, 43, 1, 52, 39, 92, 96, 
    110, NA, 11, 52, 62, 44, 18, 55, 63, 75, 32, 64, 72, NA, 
    28, NA, 107, NA, NA, 33, 20, 70, 107, 104, 86, 119, 22, 115, 
    9, 85, 67, 80, 54, 100, 124, 141, 70, 111, 24, 3, 58, 129, 
    111, 19, 61, 117, 46, 75, 91, 29, 81, 66, 48, NA, 40, 90, 
    78, NA, 121, 89, NA, 115, 2, 21, 65, 81, 37, 99, NA, NA, 
    NA, 36, 4, 126, 31, NA, 102, 74, NA, 124, 79, 84, 68, 48, 
    121, 17, 8, 5, 58, 140, 103, NA, 57, 138), hf_score = c(7.5681402880000004, 
    5.1358860550000003, 5.6406621819999998, 6.469847841, 7.2414018010000003, 
    8.5822192269999995, 8.4134741999999996, 6.0832767390000004, 
    7.3972689230000004, 6.8480349970000001, 5.8013001790000001, 
    7.0684472319999996, 6.1445140819999997, 8.1535892929999996, 
    7.1454319179999999, 6.738488147, 6.810486407, 6.7183850070000002, 
    7.2307235719999996, 7.1531672259999999, 6.2079887029999998, 
    5.7968498589999999, 7.7827695380000002, 6.7526698349999998, 
    5.1670672130000002, 7.2042241430000002, 5.5753871549999996, 
    8.5658633210000001, 7.3332915329999997, 5.2878161969999997, 
    5.4747705350000002, 8.0080176699999992, 5.9054101689999996, 
    6.7607566370000001, 5.3086283930000002, 5.8989338470000003, 
    7.8577144839999997, 6.5312710239999996, 7.7080878759999996, 
    8.1121969580000002, 8.2948807070000008, 8.5478199850000003, 
    7.0612874809999999, 6.8052776799999997, 4.8072768860000004, 
    7.0339509910000002, 8.4368506090000004, 5.3970449709999997, 
    7.2911021969999998, 8.4721839580000005, 8.0084014640000003, 
    5.5777876109999998, 6.3213423510000002, 7.7982677530000002, 
    8.4625956890000005, 7.2360889080000002, 7.2033840749999998, 
    7.0941229909999999, 5.6506008029999997, 6.054860862, 6.6758979360000001, 
    6.8472212939999997, 6.7232412979999996, 8.7768397960000009, 
    7.7394728869999998, 8.1517531079999994, 6.4129356680000003, 
    6.7706562300000002, 5.281224623, 4.2580138099999996, 8.5045647019999997, 
    7.5174580710000001, 7.9802231590000003, 7.2242080460000002, 
    8.1018852750000008, 6.8493332579999997, 6.7428377719999997, 
    6.8227683450000001, 8.1481749289999996, 6.1902872369999997, 
    6.5885064770000001, 6.3867930849999999, 8.2455340419999992, 
    6.7099970899999999, 6.5342219799999999, 6.4817008720000002, 
    4.3102828119999996, 8.3406694629999993, 8.428700911, 7.2718290120000004, 
    6.5125617550000001, 6.6526068049999996, 6.4114899769999996, 
    5.9304647360000002, 8.3539987310000008, 5.4738748880000001, 
    7.8637328159999997, 6.8480101979999999, 6.8495147620000001, 
    7.6991562770000002, 7.3350520660000003, 6.1783782560000002, 
    6.0796033219999996, 5.4416804340000002, 6.8974577510000001, 
    6.7208056950000001, 8.5544211800000003, 8.8874095789999998, 
    6.8512473629999997, 5.8622600479999996, 6.071808603, 8.4712405660000005, 
    6.1345276069999999, 5.6622962240000003, 7.6476200370000003, 
    6.7524744080000003, 6.9622990939999996, 7.5753933470000003, 
    6.9187633469999996, 7.8115602270000002, 8.2768561219999999, 
    6.5077764880000002, 8.1716162489999995, 6.2721908329999998, 
    6.9738695259999997, 5.479366035, 6.497093885, 7.348971626, 
    7.3012621680000001, 6.3973295759999997, 8.1597118169999998, 
    7.9182499460000004, 7.9363957330000003, 7.1725718069999997, 
    8.1591068819999997, 6.2653609169999998, 4.803023585, 7.0742815229999998, 
    6.2401643289999997, 8.3873751490000004, 8.78775905, 3.7658268769999999, 
    8.4656970180000002, 6.1861622900000004, 6.5232093459999998, 
    6.6247813009999996, 6.3682248130000003, 6.274969005, 6.8252231940000003, 
    6.433736122, 6.4662326539999997, 6.769444547, 6.2831352039999997, 
    6.286675088, 8.4979179360000003, 8.388655108, 7.7280709029999999, 
    4.2007244559999997, 6.1940037999999999, 4.2532776700000001, 
    6.3088494280000003, 5.6153627869999996, 7.558539004, 5.082654926, 
    5.78647914, 6.5025477760000001, 7.2308865300000003, 8.6073726359999991, 
    8.5098971409999997, 5.9661885369999998, 7.4264912819999997, 
    6.7444509369999999, 5.8111044290000002, 7.160925615, NA, 
    8.3078565859999998, 6.9522920250000002, 6.6808566999999996, 
    6.8863954620000003, 6.7009659140000002, 7.3166333559999996, 
    7.0700661660000002, 6.2271498449999996, 5.6895580050000003, 
    7.8192027389999996, 6.698857888, 5.0555325910000004, 7.2572742110000004, 
    5.4589698069999999, 8.5200560220000003, 7.5159029789999998, 
    5.1245780359999999, 5.4324982469999998, 8.0275010150000004, 
    5.8823499689999998, 6.7278872270000001, 5.2998060899999997, 
    5.8364781030000001, 7.8826541560000001, 6.4411347939999999, 
    7.7809601070000003, 8.1795770759999993, 8.2643533359999992, 
    8.5430229509999993, 7.131683786, 6.7713386509999998, 4.8111360750000003, 
    7.1299858800000004, 8.4465401359999994, 5.3531586500000001, 
    7.2606453450000004, 8.5589346699999993, 8.0043905330000005, 
    5.5493425109999999, 6.3400708950000002, 7.8784811379999997, 
    8.4804572129999993, 7.1156404069999999, 7.2609172989999999, 
    7.1103024430000001, 5.6500308380000002, 6.2055577959999999, 
    6.7347834600000001, 6.8754934969999999, 6.8738146130000004, 
    8.8575808540000001, 7.8164968420000003, 8.1997636319999998, 
    6.4073643220000003, 6.7140598349999996, 4.9460368810000004, 
    NA, 8.6455248079999993, 7.6463387169999999, 8.0136080120000006, 
    7.2434058820000002, 8.0831850430000003, 6.8816367730000003, 
    6.8409975200000002, 6.7166945580000004, 8.1734635059999992, 
    6.0226842730000003, 6.51096085, 6.4430069190000001, 8.2681269020000006, 
    6.5639540030000001, 6.5856655740000001, 6.620194605, 4.4321180269999996, 
    8.3496841340000003, 8.4846670470000003, 7.3154494850000003, 
    6.5976247959999998, 6.6084285749999996, 6.5600672720000004, 
    5.8959945210000004, 8.3807036369999999, 5.3709125950000001, 
    7.9005164570000002, 6.8962563479999996, 6.835593974, 7.7094362700000003, 
    7.3614862649999999, 6.1701226419999999, 6.204761382, 5.4513708029999997, 
    6.9707346330000002, 6.7255412239999997, 8.548259045, 8.8768900409999993, 
    6.8161260600000002, 5.6722349870000004, 6.0104413609999998, 
    8.5194958580000009, 6.1164061949999997, 5.6123435690000001, 
    7.6384844709999999, 6.682072282, 6.9549610629999998, 7.6150365539999996, 
    7.0527644819999997, 7.9903843390000002, 8.2956678190000002, 
    6.5124652950000002, 8.2070113169999992, 6.1682594540000002, 
    7.0558284279999999, 5.3222037780000004, 6.4961336750000003, 
    7.3704798189999998, 7.5380740639999999, 6.4781200710000002, 
    8.2267653880000005, 7.9224902310000003, 8.0178803219999999, 
    7.256591899, 8.1759664349999994, 6.3337749710000004, NA, 
    7.30020369, 6.2849645550000002, 8.4845742959999999, 8.8144581780000006, 
    3.9108264290000001, 8.4066271599999993, 6.2060259919999998, 
    6.5557373889999999, 6.6266181279999996, 6.1053548299999996, 
    6.1954668420000001, 6.75996737, 6.4656391700000002, 6.6568169260000003, 
    6.7097947019999999, 5.8443515670000004, 6.2752275009999998, 
    8.5287038049999992, 8.378784993, 7.7703468290000002, 4.2417498800000004, 
    6.1574914129999998, 4.2034421789999996, 6.434490094, 5.582639608, 
    7.6150828400000004, 5.1943282880000003, 5.6189641190000001, 
    6.2071451030000002, 7.3079859650000003, 8.6723421389999995, 
    8.5301278709999995, 6.1116837799999999, 7.3710804149999998, 
    6.6742892840000003, 5.8971300360000001, 7.2550317570000002, 
    NA, 8.3455435950000005, 6.9419092019999997, 6.7513814910000001, 
    6.8564617600000002, 6.7760583199999997, 7.4114784069999997, 
    7.0212258419999998, 6.4449996939999998, 5.7840872440000002, 
    7.8487829979999999, 6.6671284599999998, 5.3040374019999996, 
    7.242739211, 5.7219786140000002, 8.7195527029999997, 7.283377261, 
    5.3067385050000002, 5.4820455140000002, 8.0175891490000009, 
    5.9498796030000003, 6.7637318610000001, 5.0288502910000004, 
    5.7277101359999998, 8.0588574350000002, 6.4855390530000001, 
    7.7394447670000002, 8.0158905750000002, 8.2396572280000004, 
    8.6078402680000003, 7.2758644500000003, 6.5237911229999996, 
    5.0406912349999997, 7.4205823999999998, 8.3952526489999997, 
    5.3196908560000002, 7.0536944029999997, 8.6383525429999999, 
    8.1473731770000004, 5.3996183569999996, 6.563964887, 7.8959409220000003, 
    8.4861995340000007, 7.1404498199999997, 7.4765854300000001, 
    7.302367372, 5.4940574160000004, 6.0037792200000002, 6.5776303760000001, 
    7.0270054100000001, 6.9065817640000002, 8.8924555010000006, 
    7.9636492700000003, 8.2383168639999997, 6.2549442329999998, 
    6.7093577770000001, 4.5606856650000003, NA, 8.4578001010000001, 
    7.4555172430000001, 7.9768149130000001, 7.2444991099999996, 
    8.1457219609999996, 6.9190808029999999, 6.8499987090000003, 
    6.6557633259999998, 8.2027204329999996, 6.2621560819999997, 
    6.6072841320000002, 6.4459939879999997, 8.2605369349999993, 
    6.5777026090000001, 6.5166152620000002, 6.8185571679999999, 
    4.51324798, 8.3195429860000001, 8.5711404840000007, 7.1923647409999996, 
    6.8306105690000001, 6.6742061189999999, 6.4695005510000003, 
    5.8316998260000004, 8.3356267679999991, 5.4045875570000002, 
    7.9321328290000004, 6.9211049999999998, 6.8880756400000003, 
    7.7086226089999998, 7.6357180969999998, 6.1833043139999999, 
    6.2297453530000002, 5.5784755720000003, 7.004266114, 6.7682752280000003, 
    8.4756790689999999, 8.9213858229999996, 6.9745781219999996, 
    5.8344806819999997, 6.0516840309999997, 8.573281905, 6.3779787409999997, 
    5.4678888099999998, 7.5839175340000002, 6.6156813430000003, 
    7.0251843899999997, 7.5479798889999996, 7.00402038, 8.1316615110000008, 
    8.3147167189999998, 6.6823977169999997, 8.3212191969999996, 
    6.2812984710000004, 6.9547867999999999, 5.6365331879999996, 
    6.5198658739999997, 7.3850241690000002, 7.0553702139999999, 
    6.6436784449999999, 8.2145310990000002, 8.0484199780000001, 
    7.9730334389999999, 7.1847792080000001, 8.1972689990000003, 
    6.1672013320000003, NA, 7.0218390409999998, 6.2121366650000001, 
    8.4367830119999994, 8.8069321029999994, 4.0235951920000002, 
    8.2726425829999997, 6.324275342, 6.5599655090000004, 6.593850658, 
    6.4977122229999997, 6.230779139, 6.9038947190000002, 6.5726936670000002, 
    6.7561508659999996, 6.7349458090000001, 6.0351988390000004, 
    6.4192864500000004, 8.5329025969999996, 8.3302849610000003, 
    7.7369803470000003, 4.573730018, 6.1703409699999998, 4.6295345560000003, 
    6.3314819340000001, 5.4676827250000004, 7.3895966289999997, 
    5.0934209240000001, 5.9948389439999996, 6.5708444159999999, 
    7.3969402789999998, 8.5436656210000006, 8.4751094580000004, 
    6.0864699719999997, 7.3738488809999998, 6.5361326860000002, 
    5.8310638939999997, 7.2908855800000003, NA, 8.2055333620000006, 
    7.0852066049999998, 6.9078101009999999, 6.8745455580000003, 
    7.0239384679999999, 7.3113443460000003, 6.8930402339999999, 
    6.7273806460000003, 6.3454451690000004, 7.8387600959999997, 
    6.8302277299999998, 6.1588563580000004, 7.1814488120000002, 
    6.086251753, 8.6277521349999997, 7.31329429, 5.3001767329999998, 
    5.2752640409999998, 7.9940378719999998, 6.0637811069999996, 
    6.570410506, 4.9079963749999997, 5.6648230860000002, 7.8565144179999997, 
    6.290210514, 7.6909440650000001, 7.8522941260000003, 8.237574489, 
    8.5996751860000007, 7.1759535339999996, 6.7530695850000004, 
    5.3545849790000002, 7.2035582009999999, 8.3355055930000006, 
    5.693807144, 6.8621242159999998, 8.5781153420000003, 7.999735458, 
    5.8045731800000002, 6.6249189380000004, 7.8141628189999999, 
    8.4404612750000005, 7.2340676720000001, 7.4869464270000003, 
    7.138615991, 5.766187468, 5.6277855130000001, 6.8366479629999999, 
    6.7392392790000004, 6.5426879409999996, 8.9718147380000008, 
    7.9489019680000004, 8.1345513139999994, 6.662614273, 6.9708707079999996, 
    4.5638086309999997, NA, 8.5277861739999992, 7.6423912119999997, 
    7.9750397929999997, 7.2333875660000002, 8.196299861, 6.8850375640000001, 
    6.7390741939999996, 6.7348231360000002, 8.0130326370000002, 
    6.5137922609999999, 6.452561362, NA, 8.2164555270000008, 
    6.5176722360000001, 6.3781675690000004, NA, 4.8879648949999996, 
    8.1961075690000005, 8.3990145379999994, 7.5668057559999999, 
    6.8343343460000003, 6.7165893670000001, 6.6024147360000001, 
    5.9624742299999998, 8.2951633830000002, 5.4740420009999999, 
    8.2316842450000003, 6.780395532, 7.0019984449999999, 7.6375952219999999, 
    7.5658995960000004, 6.3069086509999996, 6.4136413330000002, 
    5.1905476149999998, 7.0034908329999999, 6.8873854110000003, 
    8.4030186520000001, 8.8685846179999999, 7.1095605659999999, 
    5.9533858339999997, 5.9177282980000001, 8.5800847040000008, 
    6.3865276069999997, 5.4654211269999999, 7.5490422730000004, 
    6.9279721179999996, 7.1196520679999997, 7.4865655130000004, 
    6.8039801789999999, 8.0705033640000003, 8.2247029420000004, 
    6.6147414629999997, 8.1228094429999995, 6.4445336380000002, 
    6.9613693809999999, 5.4557595699999997, 6.4677213499999997, 
    7.1533653270000004, 7.0262180000000001, 6.2492418890000003, 
    7.968492533, 8.068592507, 7.8352406500000003, 7.1419383219999997, 
    8.0058973099999999, 6.237140224, NA, 7.0027727649999996, 
    6.1997834200000002, 8.3555758690000008, 8.7152619159999993, 
    4.0950283770000002, 8.1991165390000003, 6.5875875319999997, 
    6.7612071739999999, 6.7451727479999999, 6.5672907330000001, 
    6.0949755459999997, 6.9179295840000004, 6.1381951949999998, 
    7.0879874689999998, 6.7379923489999998, 6.7706347109999996, 
    6.4580972870000002, 8.5127535870000006, 8.1873657350000002, 
    7.8768034130000002, 5.0138571430000001, 6.309325436, 4.8127049309999999, 
    6.6954343180000002, 5.3475345069999998, 7.4351909120000004, 
    5.0974035200000003, 5.8321802140000001, 6.5692866780000001, 
    7.5592976839999997, 8.5579363879999999, 8.4442718760000002, 
    6.1606557070000001, 7.5809374170000003, 6.5892637470000004, 
    5.8589585790000003, 7.3536084800000001, NA, 8.1918905530000004, 
    7.1775777219999997, 6.4214281959999999, NA, 6.991255335, 
    7.3324885240000004, 6.8290402339999998, 6.8303800130000001, 
    6.8303172569999999, 7.8183308939999998, 6.6258602629999999, 
    5.6238407940000004, 7.1318127579999997, 6.0902729170000001, 
    8.5983940109999999, 7.3792357339999999, 4.8290566159999999, 
    5.1327156399999998, 8.2199107789999992, 6.0033897429999996, 
    6.5578210849999996, 4.8106643470000003, 5.3347605150000001, 
    7.8907378660000003, 5.9554019919999996, 7.6764943529999998, 
    7.988521521, 8.225202715, 8.5235834550000007, 7.031471443, 
    6.681142972, 5.671286501, 7.1431693120000004, 8.3238724630000007, 
    5.5435446490000002, 7.09451287, 8.6254522540000007, 8.0111167630000004, 
    5.7311712300000002, 6.4750268310000001, 7.5641097019999997, 
    8.4232701900000002, 7.033530635, 7.6327716069999996, 6.9966037840000004, 
    NA, 5.9553780229999997, 7.0063100309999999, 6.5242657340000001, 
    6.5186694230000004, 8.9990856679999993, 7.9293461719999998, 
    8.1051309580000002, 6.8722572700000004, 6.8806259230000002, 
    4.44178272, NA, 8.4828323690000005, 7.5654251629999996, 7.9727609609999996, 
    7.0602658729999996, 8.2734749359999995, 6.8868913379999999, 
    6.7578316540000003, 6.7174730089999999, 8.0566704999999992, 
    6.5135498439999999, 6.4698249060000004, NA, 8.1418219619999999, 
    6.6679209679999998, 6.3316571530000001, NA, NA, 8.1015075260000007, 
    8.3145700940000005, 7.7456641319999999, 6.7453010290000002, 
    6.892474784, 6.5641809560000004, 5.966582077, 8.2370237619999997, 
    5.7535505320000002, 8.3661656539999996, 6.6726135080000004, 
    7.0500497280000003, 7.5216966640000003, 7.6638489749999996, 
    6.3769085209999998, 6.3360440279999999, 5.0501976730000004, 
    6.9686574989999999, 6.6955678110000001, 8.349488011, 8.7846390410000001, 
    6.9993131609999999, 6.0576679249999996, 5.7237173700000001, 
    8.5740771159999998, 6.4227881560000002, 5.5384777229999997, 
    7.534258243, 6.5929026740000003, 7.1134770649999997, 7.6309909200000003, 
    7.085144176, 8.1150463259999999, 8.1296999999999997, 6.3772282220000003, 
    7.9964923040000002, 6.4765560070000001, 6.8201591949999996, 
    5.400079099, 6.1655211249999997, 7.0114492329999996, NA, 
    6.147112259, 7.9017255249999998, 8.0694023609999999, 7.875984807, 
    7.0689243160000004, 8.0167936579999992, 6.2257216489999996, 
    NA, 7.1319567929999996, 5.9271623079999998, 8.4640922239999998, 
    8.760105158, 4.8666534280000002, 8.1164162720000004, 6.743352196, 
    6.5803615029999998, 6.8833527959999996, 6.6672272870000002, 
    5.4159061980000001, 6.7945791939999998, 6.2700780690000002, 
    7.0896849839999998, 6.5213578490000002, 6.9269853250000004, 
    6.2878081449999996, 8.4724841689999995, 8.2512230639999995, 
    7.9590781169999998, 5.2256503959999998, 6.3456828170000001, 
    4.7755060980000001, 6.8835932959999999, 5.0848097440000002, 
    7.5020442369999998, 5.2111695410000003, 5.3549510969999998, 
    6.8553263610000004, 7.5603399800000002, 8.5962506879999996, 
    8.4132799039999995, 6.1178491230000001, 7.6313740970000001, 
    6.7959222830000003, 5.9784828689999996, 7.3293241040000003, 
    NA, 8.2259317359999997, 7.2579036390000002, 6.5866402519999996, 
    NA, 6.9354158229999996, 7.3467095760000003, 6.8821275350000004, 
    7.0405441370000004, 6.7879152019999998, 7.864986343, 6.7485335810000002, 
    5.671812021, 7.2441437960000004, 6.0791320620000002, 8.6079928240000001, 
    7.3907811519999997, 4.969729536, 5.31263957, 8.2901523269999995, 
    6.0294857159999999, 6.6740093949999997, 5.0383268609999998, 
    5.3900139009999997, 7.9198546070000004, 5.8634941979999997, 
    7.6889184779999997, 8.1636592060000002, 8.1396469549999999, 
    8.5923874209999997, 7.0759866640000002, 6.6780487150000001, 
    5.7359349650000002, 6.987843915, 8.3483322189999996, 5.3891413249999998, 
    7.197905284, 8.6746853139999995, 8.0471158420000002, 5.7998720050000001, 
    6.6166997140000001, 7.5482442320000001, 8.4624889359999997, 
    7.2037356619999997, 7.7085587860000002, 6.8956970719999999, 
    NA, 5.9355947139999996, 7.0808480969999996, 6.7396838299999997, 
    6.677098709, 9.0278908760000007, 8.0477620450000007, 8.0819662619999999, 
    6.9289087379999996, 6.9392939880000002, 4.842482113, NA, 
    8.4456264710000006, 7.642747366, 7.9831600439999999, 7.0000542330000002, 
    8.193005522, 6.840968728, 6.6783714710000002, 6.7465338749999999, 
    8.0750375220000006, 6.5781257569999996, 6.405152073, NA, 
    8.0713506059999993, 6.933952777, 6.3907979859999999, NA, 
    NA, 8.117726631, 8.3424481020000005, 7.7306822129999997, 
    6.789096206, 6.9937493240000004, 6.6725396740000003, 6.0943693339999996, 
    8.337221199, 5.8296152670000003, 8.3156921510000004, 6.7217863590000002, 
    7.0819868320000001, 7.5755051350000002, 7.6448314030000004, 
    6.4645448649999997, 6.3250905130000001, 4.7792361489999999, 
    6.9636346759999999, 6.8002307990000004, 8.3987931630000006, 
    8.7917304749999996, 7.023952027, 6.2434094580000004, 5.8401538300000002, 
    8.4626988999999995, 6.3883108249999996, 5.6585777110000004, 
    7.4282217370000003, 6.5944145900000004, 7.0344370820000002, 
    7.6830665089999997, 7.1231443050000003, 8.1692708930000002, 
    8.1351287840000008, 6.2310968579999999, 7.9584255160000001, 
    6.4706687499999997, 6.8999318939999998, 5.5527828320000001, 
    6.1792099760000001, 7.0659297060000004, NA, 6.0957052000000003, 
    7.9855411549999999, 8.1415210590000004, 7.8502755410000002, 
    7.1818981480000001, 8.1254216019999994, 6.359019977, NA, 
    7.0401162089999998, 6.025906655, 8.5064446189999998, 8.7771661220000006, 
    5.6292675909999996, 8.1578194879999995, 6.6040891439999996, 
    6.717680359, 7.0067578529999999, 6.8454906900000001, 5.5316529489999997, 
    6.8318675139999998, 6.5618510910000003, 7.2187727009999998, 
    6.5461123189999997, 6.9259098520000002, 6.2646777120000001, 
    8.4943810969999998, 8.2364668000000005, 8.041428303, 5.3324578159999998, 
    6.3275415830000004, 4.7105942059999997, 6.9902586859999998, 
    5.0507356689999998, 7.5536250279999999, 5.1393562490000004, 
    5.2376949039999996, 6.8856581060000002, 7.4881315979999998, 
    8.6426928709999995, 8.3215241960000004, 6.311327694, 7.6370685419999997, 
    6.8957303919999999, 5.944205223, 7.3298511619999998, NA, 
    8.2439916219999994, 6.9496571109999996, 6.4148809919999996, 
    NA, 6.8671505399999999, 7.4172727289999996, 6.9098259479999999, 
    7.1141752010000001, 6.7239680760000002, 7.7995127259999997, 
    6.7570700700000002, 5.7660978920000003, 7.4133184910000001, 
    5.8892621199999997, 8.6401150869999999, 7.3460235239999996, 
    5.2137563059999996, 5.5699679509999998, 8.2713670960000005, 
    5.9118220099999998, 6.811983251, 5.4479015329999996, 5.702646176, 
    7.682003774, 5.7530249019999999, 7.4141634989999998, 8.3340847030000003, 
    8.1559901680000007, 8.6293810289999993, 7.0658322379999996, 
    6.6408260309999996, 5.9442595989999996, 7.2191493060000003, 
    8.4433185900000005, 5.473526401, 7.2467182230000002, 8.6452410890000007, 
    8.1020856539999997, 5.8001365549999999, 6.4081040050000002, 
    7.8183046049999998, 8.3483722230000001, 7.1658172750000002, 
    7.7147387250000001, 7.2115211639999997, NA, 5.6905252700000002, 
    6.7022946900000004, 6.61591679, 6.8492771460000004, 9.0284479070000003, 
    8.0964360000000006, 7.8368195690000002, 6.482085841, 7.0064216019999996, 
    5.1995024040000004, NA, 8.369535763, 7.8984685419999998, 
    7.9762129359999996, 7.0972048609999998, 8.1898654850000003, 
    6.6928520239999996, 6.9254492699999997, 6.6923876560000002, 
    8.171659215, 6.5971373680000003, 6.3992919849999996, NA, 
    7.943820358, 6.8315327530000003, 5.8836104860000003, NA, 
    NA, 8.06700822, 8.3663781109999995, 7.5479602220000004, 6.6164771580000004, 
    6.7705150070000002, 6.5774180710000003, 6.283035269, 8.3110769500000004, 
    5.7843288040000003, 8.2433581109999992, 6.7239267700000003, 
    7.015258695, 7.3199163809999996, 7.7692855349999999, 6.4019660419999997, 
    5.9545741940000001, 5.0339747509999997, 7.0412056869999997, 
    6.7738267859999999, 8.3386285769999997, 8.8790767279999994, 
    7.2904954279999998, 6.5521642509999998, 6.0009127729999996, 
    8.5159253899999996, 6.2217422989999998, 5.5019671450000001, 
    7.4518400150000002, 6.9456645899999998, 7.0290840699999997, 
    7.6195588450000002, 7.1849646189999996, 8.0248375079999992, 
    7.9998502299999998, 6.155398065, 8.0247649649999993, 6.516866748, 
    6.9702717099999996, 5.6580299890000001, 6.2053848189999998, 
    7.1441913660000003, NA, 6.3476255019999996, 8.10271966, 8.1231848519999996, 
    7.7200194519999998, 6.9240806880000001, 8.2462000300000007, 
    6.6003248499999998, NA, 7.2460884310000004, 6.1313580439999997, 
    8.5093025400000002, 8.818141443, 5.5542959620000003, 7.9974533909999996, 
    6.9076341469999996, 6.5895851519999997, 7.1990527289999999, 
    6.7435462450000001, 5.6748936900000002, 6.725200847, 6.0887396010000003, 
    6.9910000840000004, 6.5230937449999997, 6.7981320260000002, 
    6.71088474, 8.4514030709999997, 8.2608460410000006, 8.0737875639999999, 
    5.1566190479999996, 6.5049355530000001, 5.425224246, 6.7186914639999999, 
    4.9094147929999998, 7.5851335960000004, 5.1599406349999999, 
    5.2068975750000002, 6.9977311230000003, 7.4791610400000001, 
    8.630312773, 8.3458806170000006, 6.1767355830000001, 7.7452576439999996, 
    7.0206605609999997, 5.9165106850000004, 7.3694150479999996, 
    NA, 8.1954317579999998, 7.2146744719999996, 6.4864735849999997, 
    NA, 6.9203400439999996, 7.3932939519999996, 6.7990343229999999, 
    6.9955489660000003, NA, 7.8481023670000001, 6.6660823740000001, 
    6.1172092190000003, NA, 5.7937762800000003, 8.6389993539999992, 
    NA, 5.4050578339999999, 5.3527434270000001, 8.2491359679999992, 
    5.9379362650000003, 6.7475716840000004, 5.4442954779999999, 
    5.6499027899999996, 7.8178263250000004, 5.7945569570000002, 
    7.594676647, 8.3456376569999993, 8.1618244359999998, 8.572328379, 
    6.9941943330000003, 6.6499687500000002, 5.8807849870000002, 
    7.1610243059999998, 8.3789995160000004, 5.498212187, 7.3184709269999999, 
    8.6102690689999992, 8.2148732199999994, 5.942305867, NA, 
    7.7777132069999997, 8.3463843700000009, 7.2493681360000002, 
    7.8634614469999997, 7.167473545, NA, 5.8257606830000004, 
    6.8329920739999999, 6.9318852, 6.8582989369999998, 9.0526530879999996, 
    8.084371354, 8.0727513539999993, 6.490823625, 6.8741522159999997, 
    5.1319311450000002, NA, 8.4027592880000004, 7.4956029879999999, 
    7.8811150210000003, 7.2771354170000002, 8.1913717140000006, 
    6.6246064929999999, 6.9190616690000004, 6.6601616110000004, 
    8.0517518080000006, 6.6830365279999997, 6.7756860630000002, 
    NA, 7.8908176750000001, NA, 5.867638264, NA, NA, 8.1212036980000004, 
    8.2462735780000003, 7.4838663700000003, 6.5499994670000001, 
    6.778147186, 6.5743829119999999, 6.1850101220000004, 8.3601160930000002, 
    5.9548546829999998, 8.1054524870000009, 6.832680088, 7.1938437300000002, 
    7.2959198609999998, 7.5801521120000004, 6.361933327, 5.8569973690000001, 
    5.3612472999999996, 7.0587210389999999, 6.713549295, 8.331244474, 
    8.7977170260000008, 7.1991537640000001, 6.3759305389999996, 
    5.889429496, 8.4601010090000006, 6.357652624, 5.5952212970000001, 
    7.5186315329999998, 6.8049180619999996, 6.850076434, 7.5416547290000002, 
    6.9501937470000001, 8.0750075740000007, 8.0154034840000001, 
    NA, 8.0592442089999992, 6.4475564160000003, 7.23220888, NA, 
    6.3332623740000002, 7.2293330610000002, NA, 6.2771752699999999, 
    8.1947605830000008, 8.1185956380000004, 7.8261991230000003, 
    6.8131150790000001, 8.1010264640000003, 6.1324859329999999, 
    NA, NA, NA, 8.4159156540000009, 8.7922582919999996, 5.5295937899999998, 
    7.8130384639999999, NA, 6.4379581669999997, 7.2628066369999997, 
    NA, 5.6818831080000001, 6.7649057079999997, 6.2651721269999996, 
    6.9636724259999996, 6.4103085110000002, 6.8309981869999996, 
    6.4815514070000004, 8.5901767230000008, 8.2608438870000001, 
    7.9254093030000003, 5.2835144080000003, 6.5651512969999999, 
    NA, 6.6201135889999998, 4.9276734299999996, 7.4988488660000003, 
    5.1530653759999998, 4.8235278170000004, 7.0351200110000001, 
    7.4552804889999997, 8.6860202429999998, 8.3637034180000001, 
    6.371672233, 7.8633552020000002, 7.1001191080000003, 5.7981359069999998, 
    7.1775075350000002, NA, 8.1820858560000005, 7.3353341939999996, 
    6.4901376060000002, NA, 6.728644654, 7.2824375870000004, 
    6.8358258799999998, 7.0144091839999998, NA, 7.7064520480000001, 
    6.7592306649999996, 5.6461426919999997, NA, 5.6872889740000003, 
    8.6530015650000003, NA, 5.4815817579999999, 5.2125120110000003, 
    8.227215073, 5.9956437759999996, 6.7626036889999996, 5.3518430529999996, 
    5.6303181340000004, 7.8329443200000002, 5.6965708230000001, 
    7.3983850269999998, 8.3440516030000005, 8.1706684109999994, 
    8.6871738300000008, 6.6690268340000003, 6.7180544519999996, 
    6.004860002, 7.3992361109999996, 8.4046520430000005, 5.3588546490000004, 
    7.5233072050000001, 8.6538707450000008, 8.1949825189999999, 
    5.8950439619999999, NA, 7.5563042579999999, 8.3220493720000004, 
    7.213843153, 7.9355087710000003, 7.199325397, NA, 5.6934940200000002, 
    6.677489081, 6.9410492350000004, 7.0050125950000002, 9.126312939, 
    8.0474046500000007, 8.2772478819999993, 6.5199474869999996, 
    6.7874138300000002, 5.4711242000000002, NA, 8.4645832349999992, 
    7.3952736750000003, 7.9319404660000004, 7.2780208330000002, 
    8.2393039110000004, 6.5598121430000003, 6.9544394289999998, 
    6.6172976779999999, 8.1493232360000007, 6.5936051429999996, 
    6.8010200589999998, NA, 8.082147484, NA, 5.9536104859999996, 
    NA, NA, 8.0101815500000004, 8.3642429440000008, 7.5337183259999998, 
    6.5557231900000001, 6.7217722499999999, 6.453140393, 6.0935621659999999, 
    8.3129081219999996, 5.8953583949999997, 8.2148296589999994, 
    6.923600178, 7.2089847560000004, 7.1453587709999997, 7.6695584209999996, 
    6.291418298, 6.031946263, 4.9553032090000002, 7.0049801059999997, 
    6.7136727040000004, 8.4105105459999994, 8.9105424650000007, 
    7.2631526119999998, 6.172414624, 6.1513586570000003, 8.5921422219999997, 
    6.4670425590000002, 5.4018504480000002, 7.4941562309999998, 
    6.9140673680000004, 6.9008254149999999, 7.4974984579999999, 
    7.0556286579999998, 7.976932519, 8.0981381859999999, NA, 
    8.0289766230000001, 6.5256890529999998, 6.9495746220000001, 
    NA, 6.1988714859999998, 7.2326407809999997, NA, 6.2351383, 
    8.1797205730000009, 8.233432487, 7.8257623780000003, 6.762374339, 
    8.2472492240000008, 5.8603774949999998, NA, NA, NA, 8.452347112, 
    8.7744365099999992, 5.457515592, 7.7923271620000003, NA, 
    6.3386060000000004, 7.2742825460000002, NA, 5.7633645900000001, 
    6.8056001530000003, 6.2490579830000001, 6.9184087979999997, 
    6.4952710270000003, 6.798697378, 6.7848662219999998, 8.5364207929999996, 
    8.4482654680000007, 7.9478466299999999, 5.2578793279999996, 
    6.420206308, NA, 6.647724406, 4.9355707310000003), hf_rank = c(48, 
    155, 142, 107, 57, 4, 16, 130, 50, 75, 138, 67, 128, 27, 
    64, 90, 83, 92, 59, 64, 123, 138, 41, 88, 154, 61, 144, 5, 
    53, 152, 147, 32, 135, 87, 151, 136, 37, 100, 44, 30, 21, 
    6, 69, 83, 156, 70, 14, 150, 55, 10, 32, 144, 115, 40, 13, 
    57, 61, 66, 141, 133, 96, 75, 92, 3, 42, 27, 110, 85, 153, 
    159, 8, 49, 34, 60, 31, 75, 90, 82, 27, 124, 99, 113, 23, 
    95, 100, 106, 158, 20, 15, 56, 103, 97, 110, 134, 19, 147, 
    37, 75, 75, 45, 52, 127, 130, 149, 74, 92, 6, 1, 75, 137, 
    132, 10, 129, 140, 46, 88, 72, 47, 73, 39, 22, 103, 24, 119, 
    71, 146, 105, 51, 54, 112, 25, 36, 35, 63, 25, 119, 157, 
    67, 122, 17, 2, 162, 10, 124, 102, 98, 114, 119, 81, 109, 
    107, 85, 118, 117, 8, 17, 43, 161, 124, 160, 116, 143, 49, 
    152, 137, 107, 63, 5, 12, 131, 52, 85, 136, 64, NA, 21, 73, 
    94, 76, 92, 55, 69, 119, 138, 41, 92, 153, 58, 144, 10, 51, 
    151, 146, 32, 133, 86, 150, 134, 39, 111, 43, 28, 24, 8, 
    65, 83, 155, 65, 16, 148, 58, 6, 35, 143, 115, 39, 13, 67, 
    58, 68, 140, 120, 86, 77, 79, 2, 41, 27, 114, 90, 154, NA, 
    4, 46, 34, 62, 31, 77, 80, 89, 30, 129, 105, 111, 23, 102, 
    101, 98, 156, 20, 13, 55, 100, 99, 102, 132, 18, 147, 38, 
    75, 80, 45, 54, 124, 122, 145, 72, 86, 7, 1, 82, 139, 130, 
    10, 127, 141, 47, 94, 73, 48, 71, 36, 22, 105, 26, 124, 70, 
    149, 107, 53, 50, 109, 25, 37, 33, 58, 28, 116, NA, 57, 117, 
    13, 3, 159, 17, 120, 102, 97, 128, 122, 84, 110, 96, 90, 
    134, 117, 9, 18, 44, 157, 126, 158, 113, 142, 47, 152, 141, 
    124, 56, 5, 10, 129, 55, 94, 134, 60, NA, 17, 76, 90, 82, 
    86, 53, 70, 114, 137, 42, 94, 151, 61, 139, 4, 58, 150, 144, 
    35, 133, 88, 154, 138, 33, 111, 43, 35, 25, 7, 58, 107, 153, 
    52, 16, 149, 67, 6, 30, 147, 105, 41, 12, 65, 50, 57, 143, 
    132, 102, 68, 79, 2, 39, 25, 121, 92, 157, NA, 14, 51, 37, 
    61, 30, 77, 83, 97, 28, 120, 100, 113, 24, 102, 107, 85, 
    158, 20, 8, 63, 84, 94, 112, 135, 18, 147, 40, 77, 81, 45, 
    46, 126, 122, 142, 72, 87, 13, 1, 74, 135, 130, 8, 116, 145, 
    48, 99, 68, 49, 72, 32, 22, 93, 20, 119, 75, 140, 107, 54, 
    66, 98, 27, 34, 38, 64, 28, 127, NA, 70, 124, 15, 3, 159, 
    23, 118, 105, 101, 110, 122, 80, 104, 88, 91, 131, 115, 10, 
    19, 43, 156, 127, 155, 117, 145, 53, 151, 133, 106, 52, 8, 
    11, 129, 54, 109, 137, 57, NA, 22, 68, 79, 83, 71, 55, 80, 
    97, 120, 41, 86, 127, 61, 129, 4, 55, 148, 149, 34, 132, 
    106, 153, 141, 39, 123, 44, 40, 18, 5, 61, 92, 146, 60, 16, 
    140, 84, 6, 33, 138, 102, 43, 12, 58, 50, 64, 139, 142, 85, 
    94, 109, 1, 37, 27, 101, 75, 156, NA, 9, 45, 35, 58, 23, 
    80, 94, 97, 31, 112, 115, NA, 20, 111, 119, NA, 154, 23, 
    13, 47, 86, 99, 104, 134, 17, 143, 19, 89, 72, 45, 47, 121, 
    117, 150, 72, 80, 13, 2, 67, 135, 136, 6, 118, 143, 49, 77, 
    66, 50, 88, 29, 20, 103, 28, 116, 76, 145, 113, 63, 70, 124, 
    36, 29, 41, 64, 31, 125, NA, 72, 126, 15, 3, 157, 23, 105, 
    91, 92, 106, 129, 78, 128, 68, 94, 90, 114, 10, 26, 38, 152, 
    121, 155, 100, 146, 54, 146, 133, 102, 50, 7, 12, 123, 48, 
    99, 132, 56, NA, 23, 58, 112, NA, 75, 57, 84, 84, 84, 42, 
    98, 138, 60, 125, 5, 55, 150, 145, 22, 127, 103, 151, 143, 
    40, 129, 44, 35, 21, 8, 69, 94, 137, 59, 16, 139, 63, 4, 
    33, 135, 109, 50, 13, 69, 46, 73, NA, 129, 71, 105, 105, 
    1, 38, 28, 83, 80, 153, NA, 9, 49, 36, 67, 18, 78, 89, 92, 
    31, 108, 111, NA, 24, 95, 118, NA, NA, 29, 17, 43, 90, 78, 
    103, 128, 20, 134, 14, 95, 68, 53, 45, 114, 117, 148, 76, 
    93, 15, 2, 73, 126, 136, 6, 112, 139, 52, 99, 62, 46, 63, 
    26, 25, 114, 34, 109, 87, 142, 122, 71, NA, 124, 39, 30, 
    41, 66, 32, 121, NA, 60, 131, 11, 3, 149, 26, 91, 101, 80, 
    95, 141, 88, 120, 63, 105, 77, 119, 10, 19, 37, 144, 116, 
    152, 80, 147, 53, 147, 144, 87, 51, 6, 13, 124, 49, 91, 130, 
    57, NA, 21, 58, 107, NA, 79, 56, 86, 69, 93, 41, 95, 137, 
    59, 127, 5, 55, 150, 146, 19, 128, 103, 149, 142, 40, 132, 
    45, 24, 26, 7, 65, 100, 136, 75, 15, 142, 61, 4, 34, 135, 
    105, 52, 10, 61, 44, 84, NA, 131, 65, 97, 100, 1, 34, 31, 
    81, 79, 151, NA, 12, 47, 38, 74, 22, 89, 100, 95, 31, 109, 
    114, NA, 33, 81, 115, NA, NA, 30, 16, 43, 93, 75, 103, 126, 
    16, 134, 18, 98, 65, 50, 47, 113, 118, 152, 78, 91, 14, 2, 
    72, 121, 133, 10, 115, 138, 54, 107, 71, 46, 64, 23, 26, 
    122, 39, 112, 84, 140, 123, 68, NA, 125, 37, 26, 42, 63, 
    29, 117, NA, 69, 128, 8, 3, 139, 24, 106, 98, 73, 88, 141, 
    90, 110, 60, 111, 81, 120, 9, 20, 36, 145, 118, 153, 75, 
    148, 49, 151, 147, 84, 51, 5, 17, 119, 47, 83, 128, 57, NA, 
    22, 77, 114, NA, 85, 53, 81, 68, 95, 42, 92, 135, 54, 131, 
    5, 56, 148, 141, 19, 130, 88, 145, 137, 46, 136, 54, 16, 
    26, 7, 70, 102, 128, 62, 11, 144, 60, 4, 28, 133, 114, 41, 
    14, 66, 45, 63, NA, 138, 99, 103, 86, 1, 28, 40, 113, 74, 
    149, NA, 12, 39, 37, 69, 24, 100, 79, 100, 25, 105, 116, 
    NA, 38, 87, 132, NA, NA, 31, 12, 49, 103, 90, 108, 120, 18, 
    134, 22, 95, 73, 58, 43, 116, 127, 152, 71, 90, 15, 2, 59, 
    109, 126, 8, 121, 143, 52, 77, 72, 48, 65, 33, 35, 123, 33, 
    110, 76, 140, 122, 67, NA, 118, 28, 27, 44, 80, 21, 105, 
    NA, 60, 124, 9, 3, 142, 35, 81, 107, 64, 93, 139, 94, 125, 
    75, 110, 89, 98, 10, 20, 31, 150, 112, 146, 95, 153, 46, 
    139, 138, 70, 52, 5, 14, 114, 45, 69, 120, 55, NA, 22, 63, 
    101, NA, 76, 54, 85, 70, NA, 40, 93, 116, NA, 126, 4, NA, 
    134, 136, 19, 118, 90, 133, 129, 42, 126, 46, 14, 25, 8, 
    72, 95, 122, 67, 12, 132, 56, 6, 21, 118, NA, 44, 14, 60, 
    39, 66, NA, 125, 81, 75, 79, 1, 30, 32, 101, 78, 140, NA, 
    11, 51, 38, 58, 23, 96, 76, 94, 34, 92, 87, NA, 37, NA, 123, 
    NA, NA, 26, 19, 52, 100, 87, 98, 113, 13, 117, 28, 81, 65, 
    57, 48, 108, 124, 135, 68, 91, 17, 2, 64, 107, 121, 9, 108, 
    130, 50, 85, 80, 49, 74, 30, 35, NA, 33, 104, 61, NA, 110, 
    61, NA, 111, 23, 26, 41, 84, 29, 115, NA, NA, NA, 10, 3, 
    131, 43, NA, 105, 59, NA, 128, 89, 112, 73, 106, 81, 103, 
    7, 18, 36, 137, 98, NA, 96, 141, 49, 138, 141, 69, 52, 4, 
    15, 107, 40, 67, 123, 65, NA, 27, 56, 103, NA, 89, 57, 80, 
    70, NA, 44, 86, 128, NA, 126, 6, NA, 130, 137, 23, 117, 86, 
    135, 129, 41, 125, 53, 17, 29, 4, 94, 90, 117, 53, 14, 134, 
    48, 6, 26, 120, NA, 46, 18, 62, 38, 64, NA, 126, 93, 75, 
    70, 1, 33, 20, 101, 84, 131, NA, 10, 53, 39, 57, 22, 98, 
    73, 96, 30, 97, 82, NA, 32, NA, 119, NA, NA, 35, 15, 47, 
    98, 90, 105, 115, 19, 120, 25, 76, 62, 66, 45, 109, 116, 
    139, 72, 92, 13, 2, 60, 113, 114, 8, 104, 133, 51, 78, 79, 
    49, 68, 36, 31, NA, 34, 100, 73, NA, 112, 61, NA, 111, 27, 
    23, 41, 86, 21, 122, NA, NA, NA, 11, 3, 132, 43, NA, 108, 
    59, NA, 124, 81, 110, 76, 102, 82, 85, 9, 11, 37, 136, 106, 
    NA, 95, 140), hf_quartile = c(2, 4, 4, 3, 2, 1, 1, 4, 2, 
    2, 4, 2, 4, 1, 2, 3, 3, 3, 2, 2, 4, 4, 1, 3, 4, 2, 4, 1, 
    2, 4, 4, 1, 4, 3, 4, 4, 1, 3, 2, 1, 1, 1, 2, 3, 4, 2, 1, 
    4, 2, 1, 1, 4, 3, 1, 1, 2, 2, 2, 4, 4, 3, 2, 3, 1, 2, 1, 
    3, 3, 4, 4, 1, 2, 1, 2, 1, 2, 3, 2, 1, 4, 3, 3, 1, 3, 3, 
    3, 4, 1, 1, 2, 3, 3, 3, 4, 1, 4, 1, 2, 2, 2, 2, 4, 4, 4, 
    2, 3, 1, 1, 2, 4, 4, 1, 4, 4, 2, 3, 2, 2, 2, 1, 1, 3, 1, 
    3, 2, 4, 3, 2, 2, 3, 1, 1, 1, 2, 1, 3, 4, 2, 3, 1, 1, 4, 
    1, 4, 3, 3, 3, 3, 2, 3, 3, 3, 3, 3, 1, 1, 2, 4, 4, 4, 3, 
    4, 2, 4, 4, 3, 2, 1, 1, 4, 2, 3, 4, 2, NA, 1, 2, 3, 2, 3, 
    2, 2, 3, 4, 2, 3, 4, 2, 4, 1, 2, 4, 4, 1, 4, 3, 4, 4, 1, 
    3, 2, 1, 1, 1, 2, 3, 4, 2, 1, 4, 2, 1, 1, 4, 3, 1, 1, 2, 
    2, 2, 4, 3, 3, 2, 2, 1, 2, 1, 3, 3, 4, NA, 1, 2, 1, 2, 1, 
    2, 2, 3, 1, 4, 3, 3, 1, 3, 3, 3, 4, 1, 1, 2, 3, 3, 3, 4, 
    1, 4, 1, 2, 3, 2, 2, 4, 4, 4, 2, 3, 1, 1, 3, 4, 4, 1, 4, 
    4, 2, 3, 2, 2, 2, 1, 1, 3, 1, 4, 2, 4, 3, 2, 2, 3, 1, 1, 
    1, 2, 1, 3, NA, 2, 3, 1, 1, 4, 1, 4, 3, 3, 4, 4, 3, 3, 3, 
    3, 4, 3, 1, 1, 2, 4, 4, 4, 3, 4, 2, 4, 4, 4, 2, 1, 1, 4, 
    2, 3, 4, 2, NA, 1, 2, 3, 3, 3, 2, 2, 3, 4, 2, 3, 4, 2, 4, 
    1, 2, 4, 4, 1, 4, 3, 4, 4, 1, 3, 2, 1, 1, 1, 2, 3, 4, 2, 
    1, 4, 2, 1, 1, 4, 3, 2, 1, 2, 2, 2, 4, 4, 3, 2, 2, 1, 1, 
    1, 4, 3, 4, NA, 1, 2, 1, 2, 1, 2, 3, 3, 1, 3, 3, 3, 1, 3, 
    3, 3, 4, 1, 1, 2, 3, 3, 3, 4, 1, 4, 1, 2, 3, 2, 2, 4, 4, 
    4, 2, 3, 1, 1, 2, 4, 4, 1, 3, 4, 2, 3, 2, 2, 2, 1, 1, 3, 
    1, 3, 2, 4, 3, 2, 2, 3, 1, 1, 1, 2, 1, 4, NA, 2, 4, 1, 1, 
    4, 1, 3, 3, 3, 3, 4, 2, 3, 3, 3, 4, 3, 1, 1, 2, 4, 4, 4, 
    3, 4, 2, 4, 4, 3, 2, 1, 1, 4, 2, 3, 4, 2, NA, 1, 3, 2, 3, 
    2, 2, 3, 3, 4, 2, 3, 4, 2, 4, 1, 2, 4, 4, 1, 4, 3, 4, 4, 
    1, 4, 2, 1, 1, 1, 2, 3, 4, 2, 1, 4, 3, 1, 1, 4, 3, 2, 1, 
    2, 2, 2, 4, 4, 3, 3, 3, 1, 1, 1, 3, 2, 4, NA, 1, 2, 1, 2, 
    1, 3, 3, 3, 1, 3, 3, NA, 1, 3, 4, NA, 4, 1, 1, 2, 3, 3, 3, 
    4, 1, 4, 1, 3, 2, 2, 2, 4, 3, 4, 2, 3, 1, 1, 2, 4, 4, 1, 
    3, 4, 2, 2, 2, 2, 3, 1, 1, 3, 1, 3, 2, 4, 3, 2, 2, 4, 1, 
    1, 2, 2, 1, 4, NA, 2, 4, 1, 1, 4, 1, 3, 3, 3, 3, 4, 2, 4, 
    2, 3, 3, 3, 1, 1, 1, 4, 4, 4, 3, 4, 2, 4, 4, 3, 2, 1, 1, 
    4, 2, 3, 4, 2, NA, 1, 2, 3, NA, 2, 2, 3, 3, 3, 2, 3, 4, 2, 
    4, 1, 2, 4, 4, 1, 4, 3, 4, 4, 2, 4, 2, 1, 1, 1, 2, 3, 4, 
    2, 1, 4, 2, 1, 1, 4, 3, 2, 1, 2, 2, 2, NA, 4, 2, 3, 3, 1, 
    1, 1, 3, 3, 4, NA, 1, 2, 1, 2, 1, 3, 3, 3, 1, 3, 3, NA, 1, 
    3, 4, NA, NA, 1, 1, 2, 3, 3, 3, 4, 1, 4, 1, 3, 2, 2, 2, 3, 
    4, 4, 2, 3, 1, 1, 2, 4, 4, 1, 3, 4, 2, 3, 2, 2, 2, 1, 1, 
    3, 1, 3, 3, 4, 4, 2, NA, 4, 1, 1, 2, 2, 1, 4, NA, 2, 4, 1, 
    1, 4, 1, 3, 3, 3, 3, 4, 3, 4, 2, 3, 2, 4, 1, 1, 1, 4, 4, 
    4, 3, 4, 2, 4, 4, 3, 2, 1, 1, 4, 2, 3, 4, 2, NA, 1, 2, 3, 
    NA, 3, 2, 3, 2, 3, 2, 3, 4, 2, 4, 1, 2, 4, 4, 1, 4, 3, 4, 
    4, 2, 4, 2, 1, 1, 1, 2, 3, 4, 2, 1, 4, 2, 1, 1, 4, 3, 2, 
    1, 2, 2, 3, NA, 4, 2, 3, 3, 1, 1, 1, 3, 3, 4, NA, 1, 2, 1, 
    2, 1, 3, 3, 3, 1, 3, 3, NA, 1, 3, 4, NA, NA, 1, 1, 2, 3, 
    2, 3, 4, 1, 4, 1, 3, 2, 2, 2, 3, 4, 4, 3, 3, 1, 1, 2, 4, 
    4, 1, 3, 4, 2, 3, 2, 2, 2, 1, 1, 4, 1, 3, 3, 4, 4, 2, NA, 
    4, 1, 1, 2, 2, 1, 4, NA, 2, 4, 1, 1, 4, 1, 3, 3, 2, 3, 4, 
    3, 3, 2, 3, 3, 4, 1, 1, 1, 4, 4, 4, 2, 4, 2, 4, 4, 3, 2, 
    1, 1, 4, 2, 3, 4, 2, NA, 1, 2, 3, NA, 3, 2, 3, 2, 3, 2, 3, 
    4, 2, 4, 1, 2, 4, 4, 1, 4, 3, 4, 4, 2, 4, 2, 1, 1, 1, 2, 
    3, 4, 2, 1, 4, 2, 1, 1, 4, 3, 2, 1, 2, 2, 2, NA, 4, 3, 3, 
    3, 1, 1, 2, 3, 2, 4, NA, 1, 1, 1, 2, 1, 3, 3, 3, 1, 3, 4, 
    NA, 1, 3, 4, NA, NA, 1, 1, 2, 3, 3, 3, 4, 1, 4, 1, 3, 2, 
    2, 2, 4, 4, 4, 2, 3, 1, 1, 2, 3, 4, 1, 4, 4, 2, 3, 2, 2, 
    2, 1, 1, 4, 1, 3, 2, 4, 4, 2, NA, 4, 1, 1, 2, 3, 1, 3, NA, 
    2, 4, 1, 1, 4, 1, 3, 3, 2, 3, 4, 3, 4, 2, 3, 3, 3, 1, 1, 
    1, 4, 3, 4, 3, 4, 2, 4, 4, 2, 2, 1, 1, 4, 2, 2, 4, 2, NA, 
    1, 2, 3, NA, 3, 2, 3, 2, NA, 2, 3, 4, NA, 4, 1, NA, 4, 4, 
    1, 4, 3, 4, 4, 2, 4, 2, 1, 1, 1, 3, 3, 4, 2, 1, 4, 2, 1, 
    1, 4, NA, 2, 1, 2, 2, 2, NA, 4, 3, 3, 3, 1, 1, 1, 3, 3, 4, 
    NA, 1, 2, 2, 2, 1, 3, 3, 3, 1, 3, 3, NA, 2, NA, 4, NA, NA, 
    1, 1, 2, 3, 3, 3, 4, 1, 4, 1, 3, 2, 2, 2, 4, 4, 4, 2, 3, 
    1, 1, 2, 4, 4, 1, 4, 4, 2, 3, 3, 2, 3, 1, 1, NA, 1, 3, 2, 
    NA, 4, 2, NA, 4, 1, 1, 2, 3, 1, 4, NA, NA, NA, 1, 1, 4, 2, 
    NA, 3, 2, NA, 4, 3, 4, 3, 3, 3, 3, 1, 1, 1, 4, 3, NA, 3, 
    4, 2, 4, 4, 2, 2, 1, 1, 4, 2, 2, 4, 2, NA, 1, 2, 3, NA, 3, 
    2, 3, 2, NA, 2, 3, 4, NA, 4, 1, NA, 4, 4, 1, 4, 3, 4, 4, 
    2, 4, 2, 1, 1, 1, 3, 3, 4, 2, 1, 4, 2, 1, 1, 4, NA, 2, 1, 
    2, 2, 2, NA, 4, 3, 3, 2, 1, 1, 1, 3, 3, 4, NA, 1, 2, 2, 2, 
    1, 3, 3, 3, 1, 3, 3, NA, 1, NA, 4, NA, NA, 1, 1, 2, 3, 3, 
    3, 4, 1, 4, 1, 3, 2, 2, 2, 4, 4, 4, 3, 3, 1, 1, 2, 4, 4, 
    1, 3, 4, 2, 3, 3, 2, 2, 1, 1, NA, 1, 3, 3, NA, 4, 2, NA, 
    4, 1, 1, 2, 3, 1, 4, NA, NA, NA, 1, 1, 4, 2, NA, 4, 2, NA, 
    4, 3, 4, 3, 3, 3, 3, 1, 1, 2, 4, 3, NA, 3, 4)), row.names = c(NA, 
-1458L), spec = structure(list(cols = list(year = structure(list(), class = c("collector_double", 
"collector")), ISO_code = structure(list(), class = c("collector_character", 
"collector")), countries = structure(list(), class = c("collector_character", 
"collector")), region = structure(list(), class = c("collector_character", 
"collector")), pf_rol_procedural = structure(list(), class = c("collector_double", 
"collector")), pf_rol_civil = structure(list(), class = c("collector_double", 
"collector")), pf_rol_criminal = structure(list(), class = c("collector_double", 
"collector")), pf_rol = structure(list(), class = c("collector_double", 
"collector")), pf_ss_homicide = structure(list(), class = c("collector_double", 
"collector")), pf_ss_disappearances_disap = structure(list(), class = c("collector_double", 
"collector")), pf_ss_disappearances_violent = structure(list(), class = c("collector_double", 
"collector")), pf_ss_disappearances_organized = structure(list(), class = c("collector_double", 
"collector")), pf_ss_disappearances_fatalities = structure(list(), class = c("collector_double", 
"collector")), pf_ss_disappearances_injuries = structure(list(), class = c("collector_double", 
"collector")), pf_ss_disappearances = structure(list(), class = c("collector_double", 
"collector")), pf_ss_women_fgm = structure(list(), class = c("collector_double", 
"collector")), pf_ss_women_missing = structure(list(), class = c("collector_double", 
"collector")), pf_ss_women_inheritance_widows = structure(list(), class = c("collector_double", 
"collector")), pf_ss_women_inheritance_daughters = structure(list(), class = c("collector_double", 
"collector")), pf_ss_women_inheritance = structure(list(), class = c("collector_double", 
"collector")), pf_ss_women = structure(list(), class = c("collector_double", 
"collector")), pf_ss = structure(list(), class = c("collector_double", 
"collector")), pf_movement_domestic = structure(list(), class = c("collector_double", 
"collector")), pf_movement_foreign = structure(list(), class = c("collector_double", 
"collector")), pf_movement_women = structure(list(), class = c("collector_double", 
"collector")), pf_movement = structure(list(), class = c("collector_double", 
"collector")), pf_religion_estop_establish = structure(list(), class = c("collector_double", 
"collector")), pf_religion_estop_operate = structure(list(), class = c("collector_double", 
"collector")), pf_religion_estop = structure(list(), class = c("collector_double", 
"collector")), pf_religion_harassment = structure(list(), class = c("collector_double", 
"collector")), pf_religion_restrictions = structure(list(), class = c("collector_double", 
"collector")), pf_religion = structure(list(), class = c("collector_double", 
"collector")), pf_association_association = structure(list(), class = c("collector_double", 
"collector")), pf_association_assembly = structure(list(), class = c("collector_double", 
"collector")), pf_association_political_establish = structure(list(), class = c("collector_double", 
"collector")), pf_association_political_operate = structure(list(), class = c("collector_double", 
"collector")), pf_association_political = structure(list(), class = c("collector_double", 
"collector")), pf_association_prof_establish = structure(list(), class = c("collector_double", 
"collector")), pf_association_prof_operate = structure(list(), class = c("collector_double", 
"collector")), pf_association_prof = structure(list(), class = c("collector_double", 
"collector")), pf_association_sport_establish = structure(list(), class = c("collector_double", 
"collector")), pf_association_sport_operate = structure(list(), class = c("collector_double", 
"collector")), pf_association_sport = structure(list(), class = c("collector_double", 
"collector")), pf_association = structure(list(), class = c("collector_double", 
"collector")), pf_expression_killed = structure(list(), class = c("collector_double", 
"collector")), pf_expression_jailed = structure(list(), class = c("collector_double", 
"collector")), pf_expression_influence = structure(list(), class = c("collector_double", 
"collector")), pf_expression_control = structure(list(), class = c("collector_double", 
"collector")), pf_expression_cable = structure(list(), class = c("collector_double", 
"collector")), pf_expression_newspapers = structure(list(), class = c("collector_double", 
"collector")), pf_expression_internet = structure(list(), class = c("collector_double", 
"collector")), pf_expression = structure(list(), class = c("collector_double", 
"collector")), pf_identity_legal = structure(list(), class = c("collector_double", 
"collector")), pf_identity_parental_marriage = structure(list(), class = c("collector_double", 
"collector")), pf_identity_parental_divorce = structure(list(), class = c("collector_double", 
"collector")), pf_identity_parental = structure(list(), class = c("collector_double", 
"collector")), pf_identity_sex_male = structure(list(), class = c("collector_double", 
"collector")), pf_identity_sex_female = structure(list(), class = c("collector_double", 
"collector")), pf_identity_sex = structure(list(), class = c("collector_double", 
"collector")), pf_identity_divorce = structure(list(), class = c("collector_double", 
"collector")), pf_identity = structure(list(), class = c("collector_double", 
"collector")), pf_score = structure(list(), class = c("collector_double", 
"collector")), pf_rank = structure(list(), class = c("collector_double", 
"collector")), ef_government_consumption = structure(list(), class = c("collector_double", 
"collector")), ef_government_transfers = structure(list(), class = c("collector_double", 
"collector")), ef_government_enterprises = structure(list(), class = c("collector_double", 
"collector")), ef_government_tax_income = structure(list(), class = c("collector_double", 
"collector")), ef_government_tax_payroll = structure(list(), class = c("collector_double", 
"collector")), ef_government_tax = structure(list(), class = c("collector_double", 
"collector")), ef_government = structure(list(), class = c("collector_double", 
"collector")), ef_legal_judicial = structure(list(), class = c("collector_double", 
"collector")), ef_legal_courts = structure(list(), class = c("collector_double", 
"collector")), ef_legal_protection = structure(list(), class = c("collector_double", 
"collector")), ef_legal_military = structure(list(), class = c("collector_double", 
"collector")), ef_legal_integrity = structure(list(), class = c("collector_double", 
"collector")), ef_legal_enforcement = structure(list(), class = c("collector_double", 
"collector")), ef_legal_restrictions = structure(list(), class = c("collector_double", 
"collector")), ef_legal_police = structure(list(), class = c("collector_double", 
"collector")), ef_legal_crime = structure(list(), class = c("collector_double", 
"collector")), ef_legal_gender = structure(list(), class = c("collector_double", 
"collector")), ef_legal = structure(list(), class = c("collector_double", 
"collector")), ef_money_growth = structure(list(), class = c("collector_double", 
"collector")), ef_money_sd = structure(list(), class = c("collector_double", 
"collector")), ef_money_inflation = structure(list(), class = c("collector_double", 
"collector")), ef_money_currency = structure(list(), class = c("collector_double", 
"collector")), ef_money = structure(list(), class = c("collector_double", 
"collector")), ef_trade_tariffs_revenue = structure(list(), class = c("collector_double", 
"collector")), ef_trade_tariffs_mean = structure(list(), class = c("collector_double", 
"collector")), ef_trade_tariffs_sd = structure(list(), class = c("collector_double", 
"collector")), ef_trade_tariffs = structure(list(), class = c("collector_double", 
"collector")), ef_trade_regulatory_nontariff = structure(list(), class = c("collector_double", 
"collector")), ef_trade_regulatory_compliance = structure(list(), class = c("collector_double", 
"collector")), ef_trade_regulatory = structure(list(), class = c("collector_double", 
"collector")), ef_trade_black = structure(list(), class = c("collector_double", 
"collector")), ef_trade_movement_foreign = structure(list(), class = c("collector_double", 
"collector")), ef_trade_movement_capital = structure(list(), class = c("collector_double", 
"collector")), ef_trade_movement_visit = structure(list(), class = c("collector_double", 
"collector")), ef_trade_movement = structure(list(), class = c("collector_double", 
"collector")), ef_trade = structure(list(), class = c("collector_double", 
"collector")), ef_regulation_credit_ownership = structure(list(), class = c("collector_double", 
"collector")), ef_regulation_credit_private = structure(list(), class = c("collector_double", 
"collector")), ef_regulation_credit_interest = structure(list(), class = c("collector_double", 
"collector")), ef_regulation_credit = structure(list(), class = c("collector_double", 
"collector")), ef_regulation_labor_minwage = structure(list(), class = c("collector_double", 
"collector")), ef_regulation_labor_firing = structure(list(), class = c("collector_double", 
"collector")), ef_regulation_labor_bargain = structure(list(), class = c("collector_double", 
"collector")), ef_regulation_labor_hours = structure(list(), class = c("collector_double", 
"collector")), ef_regulation_labor_dismissal = structure(list(), class = c("collector_double", 
"collector")), ef_regulation_labor_conscription = structure(list(), class = c("collector_double", 
"collector")), ef_regulation_labor = structure(list(), class = c("collector_double", 
"collector")), ef_regulation_business_adm = structure(list(), class = c("collector_double", 
"collector")), ef_regulation_business_bureaucracy = structure(list(), class = c("collector_double", 
"collector")), ef_regulation_business_start = structure(list(), class = c("collector_double", 
"collector")), ef_regulation_business_bribes = structure(list(), class = c("collector_double", 
"collector")), ef_regulation_business_licensing = structure(list(), class = c("collector_double", 
"collector")), ef_regulation_business_compliance = structure(list(), class = c("collector_double", 
"collector")), ef_regulation_business = structure(list(), class = c("collector_double", 
"collector")), ef_regulation = structure(list(), class = c("collector_double", 
"collector")), ef_score = structure(list(), class = c("collector_double", 
"collector")), ef_rank = structure(list(), class = c("collector_double", 
"collector")), hf_score = structure(list(), class = c("collector_double", 
"collector")), hf_rank = structure(list(), class = c("collector_double", 
"collector")), hf_quartile = structure(list(), class = c("collector_double", 
"collector"))), default = structure(list(), class = c("collector_guess", 
"collector")), skip = 1), class = "col_spec"), class = c("tbl_df", 
"tbl", "data.frame"))
