bdims <-
structure(list(bia_di = c(42.899999999999999, 43.700000000000003, 
40.100000000000001, 44.299999999999997, 42.5, 43.299999999999997, 
43.5, 44.399999999999999, 43.5, 42, 40.299999999999997, 43.700000000000003, 
47.399999999999999, 40.299999999999997, 41, 45, 39.899999999999999, 
43, 43.100000000000001, 43.600000000000001, 42, 43.799999999999997, 
42.299999999999997, 42.700000000000003, 44.799999999999997, 46, 
45.399999999999999, 40.5, 39.399999999999999, 40.200000000000003, 
44.200000000000003, 41, 44, 41.600000000000001, 41, 41.5, 41.100000000000001, 
38.799999999999997, 36.200000000000003, 42.100000000000001, 40.299999999999997, 
41.700000000000003, 37.799999999999997, 39.200000000000003, 41.5, 
42.5, 39.399999999999999, 43.600000000000001, 38.899999999999999, 
37.600000000000001, 39.399999999999999, 38.5, 40.100000000000001, 
40.299999999999997, 37.600000000000001, 38.299999999999997, 39.700000000000003, 
42.200000000000003, 41.100000000000001, 40.5, 41.5, 43.399999999999999, 
43.5, 41.299999999999997, 40.299999999999997, 36.299999999999997, 
39.899999999999999, 39.799999999999997, 43.5, 41.200000000000003, 
44, 41.799999999999997, 42.899999999999999, 38.700000000000003, 
41.399999999999999, 39.600000000000001, 40.5, 34.100000000000001, 
43.5, 44.100000000000001, 42.200000000000003, 42.200000000000003, 
43, 39.799999999999997, 37.700000000000003, 39.600000000000001, 
43.200000000000003, 44.299999999999997, 43.299999999999997, 42.799999999999997, 
41.5, 42, 41.200000000000003, 43.799999999999997, 46.200000000000003, 
40.399999999999999, 40.799999999999997, 43.899999999999999, 44.200000000000003, 
41.600000000000001, 38.100000000000001, 42, 37, 41.600000000000001, 
40.100000000000001, 38.700000000000003, 37.399999999999999, 41.700000000000003, 
38, 40.5, 35.600000000000001, 43.600000000000001, 37.600000000000001, 
41.100000000000001, 42.100000000000001, 40.5, 40.899999999999999, 
43, 40.5, 41.899999999999999, 42.100000000000001, 43.799999999999997, 
42.100000000000001, 43.399999999999999, 38.700000000000003, 39.600000000000001, 
43.399999999999999, 40.5, 40.299999999999997, 44.200000000000003, 
41.299999999999997, 39.799999999999997, 41.299999999999997, 38.899999999999999, 
41.100000000000001, 41.5, 38.5, 39.399999999999999, 40.899999999999999, 
41.100000000000001, 43.600000000000001, 39.799999999999997, 42.100000000000001, 
41.100000000000001, 44.200000000000003, 38.899999999999999, 40.100000000000001, 
38.700000000000003, 35.600000000000001, 40.5, 41.100000000000001, 
38.700000000000003, 38.899999999999999, 39.399999999999999, 37.600000000000001, 
39.799999999999997, 40.299999999999997, 40.299999999999997, 43.799999999999997, 
41.100000000000001, 41.700000000000003, 45.399999999999999, 43, 
41.100000000000001, 41.100000000000001, 45.200000000000003, 39.799999999999997, 
39.600000000000001, 42.299999999999997, 40.899999999999999, 39.799999999999997, 
42.299999999999997, 42.299999999999997, 40.5, 42.700000000000003, 
43.600000000000001, 42.5, 41.299999999999997, 41.299999999999997, 
42.299999999999997, 36.899999999999999, 40.299999999999997, 40.100000000000001, 
43.200000000000003, 45, 42.100000000000001, 40.899999999999999, 
41.299999999999997, 42.100000000000001, 45.200000000000003, 42.100000000000001, 
41.200000000000003, 41.700000000000003, 43, 41.700000000000003, 
38, 41.899999999999999, 40.700000000000003, 41.299999999999997, 
40.899999999999999, 41.700000000000003, 41.299999999999997, 41.100000000000001, 
43.399999999999999, 40.700000000000003, 42.5, 40.299999999999997, 
39.799999999999997, 39.799999999999997, 40.5, 41.100000000000001, 
42.5, 42.5, 38.5, 43.799999999999997, 41.5, 40.299999999999997, 
40.299999999999997, 42.100000000000001, 42.100000000000001, 38.899999999999999, 
44.399999999999999, 40.899999999999999, 42.100000000000001, 43, 
38, 37.100000000000001, 41.100000000000001, 40.899999999999999, 
38.899999999999999, 40.899999999999999, 39.200000000000003, 41.700000000000003, 
39.399999999999999, 40.100000000000001, 38.899999999999999, 38.899999999999999, 
41.700000000000003, 43.200000000000003, 40.5, 39.200000000000003, 
40.899999999999999, 41.700000000000003, 43.799999999999997, 41.899999999999999, 
43, 41.5, 37.600000000000001, 36.700000000000003, 34.799999999999997, 
36.600000000000001, 35.5, 37, 35.5, 37.399999999999999, 37.799999999999997, 
38.600000000000001, 37.600000000000001, 36, 39.5, 34, 35, 35.600000000000001, 
36.200000000000003, 39, 32.600000000000001, 37.600000000000001, 
36.299999999999997, 38, 37, 42.600000000000001, 37.5, 36.100000000000001, 
39.100000000000001, 39.600000000000001, 40.5, 35, 34.5, 35.600000000000001, 
39.100000000000001, 36.600000000000001, 34.799999999999997, 36.700000000000003, 
39.700000000000003, 35.5, 36, 35.799999999999997, 37.600000000000001, 
37.600000000000001, 34.899999999999999, 33.299999999999997, 36.200000000000003, 
33.299999999999997, 36, 34, 36.200000000000003, 34.899999999999999, 
37.399999999999999, 33.799999999999997, 34, 34.399999999999999, 
34.700000000000003, 35.600000000000001, 33.799999999999997, 37.799999999999997, 
38.299999999999997, 40.299999999999997, 38.899999999999999, 39.399999999999999, 
35, 40.700000000000003, 39.600000000000001, 36.899999999999999, 
35.600000000000001, 38.200000000000003, 36.899999999999999, 36.899999999999999, 
34.799999999999997, 36.600000000000001, 36.899999999999999, 36.899999999999999, 
36.899999999999999, 36, 36.200000000000003, 35.100000000000001, 
38.799999999999997, 36.399999999999999, 38.600000000000001, 36.5, 
37.5, 39.899999999999999, 34.399999999999999, 38.700000000000003, 
32.600000000000001, 34.5, 36.700000000000003, 36.5, 34.200000000000003, 
37.799999999999997, 35.700000000000003, 33.899999999999999, 35.200000000000003, 
37.100000000000001, 37.700000000000003, 37.799999999999997, 39.299999999999997, 
37.200000000000003, 36.100000000000001, 35.200000000000003, 35.799999999999997, 
35, 37.799999999999997, 35.700000000000003, 39.5, 38.799999999999997, 
37.899999999999999, 37.700000000000003, 38.200000000000003, 40, 
35.700000000000003, 35.700000000000003, 36, 35, 37, 36.700000000000003, 
32.799999999999997, 34.799999999999997, 35, 38.700000000000003, 
32.799999999999997, 36.700000000000003, 38.799999999999997, 36.399999999999999, 
34, 38.200000000000003, 35.100000000000001, 36, 35.899999999999999, 
35, 35.200000000000003, 34.899999999999999, 36, 36.399999999999999, 
35.5, 34.100000000000001, 37.100000000000001, 35.200000000000003, 
37.5, 36.299999999999997, 37.200000000000003, 37.600000000000001, 
33.600000000000001, 34.5, 36, 35.399999999999999, 35.799999999999997, 
38.299999999999997, 33.799999999999997, 36.899999999999999, 34.899999999999999, 
35.100000000000001, 37.399999999999999, 36.899999999999999, 36, 
32.899999999999999, 38.299999999999997, 37.600000000000001, 36.700000000000003, 
38.899999999999999, 37.799999999999997, 38, 38.700000000000003, 
37.100000000000001, 35.799999999999997, 38.5, 38.5, 36, 34, 38.299999999999997, 
38.700000000000003, 36.899999999999999, 35.799999999999997, 36.700000000000003, 
36.700000000000003, 37.600000000000001, 35.100000000000001, 35.299999999999997, 
38.5, 37.799999999999997, 35.100000000000001, 32.399999999999999, 
39.200000000000003, 38.299999999999997, 32.899999999999999, 38, 
37.799999999999997, 34.200000000000003, 37.600000000000001, 35.299999999999997, 
34.899999999999999, 37.399999999999999, 36.200000000000003, 38.899999999999999, 
36, 33.299999999999997, 37.399999999999999, 34.700000000000003, 
38.700000000000003, 36.200000000000003, 37.600000000000001, 34.899999999999999, 
34.700000000000003, 34, 37.799999999999997, 35.100000000000001, 
39.200000000000003, 35.100000000000001, 37.100000000000001, 35.799999999999997, 
35.299999999999997, 37.600000000000001, 35.799999999999997, 36, 
35.600000000000001, 37.100000000000001, 35.600000000000001, 35.100000000000001, 
35.799999999999997, 37.399999999999999, 38.899999999999999, 37.399999999999999, 
37.600000000000001, 35.100000000000001, 38, 36.700000000000003, 
35.600000000000001, 35.600000000000001, 35.600000000000001, 37.799999999999997, 
40.899999999999999, 34, 34.899999999999999, 35.799999999999997, 
36.5, 32.899999999999999, 36.899999999999999, 35.799999999999997, 
39.399999999999999, 36.5, 35.799999999999997, 34.399999999999999, 
36.5, 38.5, 35.299999999999997, 36.200000000000003, 34.899999999999999, 
38.700000000000003, 37.600000000000001, 34.700000000000003, 37.799999999999997, 
39.799999999999997, 36.5, 38, 35.299999999999997, 34.700000000000003, 
38.5, 35.600000000000001), bii_di = c(26, 28.5, 28.199999999999999, 
29.899999999999999, 29.899999999999999, 27, 30, 29.800000000000001, 
26.5, 28, 29, 29, 29.600000000000001, 27.5, 26.800000000000001, 
27, 30, 26.5, 28.600000000000001, 29.300000000000001, 27.5, 28, 
26.399999999999999, 29.899999999999999, 27.800000000000001, 30.100000000000001, 
31.800000000000001, 28.300000000000001, 25.5, 27.199999999999999, 
30.300000000000001, 23.600000000000001, 31, 32, 25.100000000000001, 
24.5, 27.800000000000001, 27.199999999999999, 27.5, 27.5, 29.399999999999999, 
27.100000000000001, 27.100000000000001, 26.100000000000001, 30.800000000000001, 
27.800000000000001, 26.100000000000001, 33.100000000000001, 24.899999999999999, 
24.399999999999999, 28.300000000000001, 26.100000000000001, 27.800000000000001, 
28, 26.600000000000001, 25.199999999999999, 28.600000000000001, 
29, 30.399999999999999, 29.300000000000001, 28.600000000000001, 
32.399999999999999, 26, 27.100000000000001, 29.5, 29.199999999999999, 
28.300000000000001, 28.800000000000001, 33.200000000000003, 26.600000000000001, 
28.399999999999999, 28.5, 27.5, 24.600000000000001, 26.399999999999999, 
27.5, 27.5, 28.100000000000001, 28.800000000000001, 29.199999999999999, 
32.600000000000001, 30.100000000000001, 26.5, 28.699999999999999, 
29.699999999999999, 27.899999999999999, 26.300000000000001, 28.199999999999999, 
28.199999999999999, 27.5, 30, 27.600000000000001, 27.100000000000001, 
29.5, 31, 28.600000000000001, 27.100000000000001, 27, 27.899999999999999, 
28, 30.100000000000001, 28, 27.300000000000001, 27.5, 19.399999999999999, 
25.199999999999999, 29.899999999999999, 28, 27.100000000000001, 
24.899999999999999, 28.5, 30.199999999999999, 24.399999999999999, 
31.699999999999999, 30.600000000000001, 28.300000000000001, 28.5, 
30.600000000000001, 27.800000000000001, 25.399999999999999, 28.5, 
29.199999999999999, 28.5, 32, 26.800000000000001, 28.699999999999999, 
30.600000000000001, 29.699999999999999, 30.399999999999999, 30.600000000000001, 
26.800000000000001, 25.600000000000001, 29, 27.5, 25.600000000000001, 
30.600000000000001, 27.800000000000001, 29.699999999999999, 26.100000000000001, 
23, 28, 29, 27.800000000000001, 27.100000000000001, 30.399999999999999, 
26.800000000000001, 28.699999999999999, 26.800000000000001, 26.399999999999999, 
26.800000000000001, 25.399999999999999, 26.100000000000001, 27.100000000000001, 
29.699999999999999, 27.800000000000001, 25.899999999999999, 27.300000000000001, 
25.199999999999999, 30.399999999999999, 27.800000000000001, 30.600000000000001, 
30.800000000000001, 30.800000000000001, 25.399999999999999, 29.199999999999999, 
32.200000000000003, 34.700000000000003, 28.699999999999999, 30.199999999999999, 
29, 28, 27.100000000000001, 26.800000000000001, 28.699999999999999, 
28.5, 30.800000000000001, 31.300000000000001, 30.800000000000001, 
24.699999999999999, 26.600000000000001, 25.899999999999999, 28.5, 
26.399999999999999, 31.300000000000001, 29, 29.699999999999999, 
28.699999999999999, 27.300000000000001, 29.699999999999999, 29.699999999999999, 
31.100000000000001, 29.800000000000001, 29.199999999999999, 29.399999999999999, 
28.5, 29.699999999999999, 27.800000000000001, 28, 29.699999999999999, 
28.699999999999999, 26.800000000000001, 31.100000000000001, 27.800000000000001, 
27.300000000000001, 27.800000000000001, 25.199999999999999, 28.300000000000001, 
27.800000000000001, 28.300000000000001, 29.899999999999999, 26.800000000000001, 
29.399999999999999, 29.399999999999999, 24.399999999999999, 29.199999999999999, 
29, 27.800000000000001, 30.199999999999999, 27.100000000000001, 
31.300000000000001, 29.399999999999999, 24, 24.399999999999999, 
28.699999999999999, 27.100000000000001, 27.100000000000001, 24.199999999999999, 
24, 24.399999999999999, 27.100000000000001, 28.300000000000001, 
26.800000000000001, 26.600000000000001, 26.600000000000001, 26.399999999999999, 
25.600000000000001, 26.399999999999999, 26.399999999999999, 26.800000000000001, 
29.199999999999999, 23.5, 25.399999999999999, 27.300000000000001, 
32.200000000000003, 28, 27.800000000000001, 28.5, 25, 26.399999999999999, 
25.899999999999999, 27.899999999999999, 28.199999999999999, 28, 
26.5, 30.199999999999999, 29, 28.800000000000001, 28.5, 25.600000000000001, 
30, 25, 26.5, 25.800000000000001, 27.399999999999999, 28.399999999999999, 
25.600000000000001, 30, 27.5, 29.600000000000001, 27.899999999999999, 
31.800000000000001, 29.199999999999999, 28.199999999999999, 27.5, 
28.600000000000001, 29.600000000000001, 26, 26.399999999999999, 
27.899999999999999, 29.699999999999999, 28.199999999999999, 26.300000000000001, 
22.100000000000001, 31.600000000000001, 24.300000000000001, 28, 
26.399999999999999, 27.300000000000001, 28.699999999999999, 28, 
24.899999999999999, 27.100000000000001, 29.199999999999999, 25.199999999999999, 
27.300000000000001, 28.699999999999999, 27.100000000000001, 28.300000000000001, 
28.699999999999999, 27.300000000000001, 23.5, 27.800000000000001, 
26.399999999999999, 29.699999999999999, 26.600000000000001, 30.399999999999999, 
29.199999999999999, 27.5, 29.199999999999999, 27, 29, 30.399999999999999, 
28.300000000000001, 25.699999999999999, 30, 29, 26.899999999999999, 
26.399999999999999, 27.5, 27.399999999999999, 26.399999999999999, 
30.199999999999999, 28.600000000000001, 30.199999999999999, 28.100000000000001, 
27.199999999999999, 26.199999999999999, 24.199999999999999, 26, 
27.399999999999999, 20, 26.100000000000001, 23.5, 24.600000000000001, 
25.600000000000001, 28.199999999999999, 27, 28, 28.600000000000001, 
25.5, 24.300000000000001, 24.100000000000001, 24.300000000000001, 
26.199999999999999, 28.100000000000001, 24.5, 24.399999999999999, 
26.800000000000001, 25.100000000000001, 27.699999999999999, 25.600000000000001, 
29.899999999999999, 27, 29.800000000000001, 26.300000000000001, 
29, 25, 25.899999999999999, 31, 28.300000000000001, 25.899999999999999, 
27.600000000000001, 25, 26.899999999999999, 23.5, 26.199999999999999, 
20.300000000000001, 23.699999999999999, 27.100000000000001, 20.899999999999999, 
23, 26.5, 24.899999999999999, 27.800000000000001, 27.5, 23.399999999999999, 
25.199999999999999, 25.100000000000001, 27.100000000000001, 24.399999999999999, 
26.199999999999999, 28.100000000000001, 27.699999999999999, 27.699999999999999, 
18.699999999999999, 25, 26, 26, 24.899999999999999, 26, 27.699999999999999, 
24.300000000000001, 29.199999999999999, 27.100000000000001, 27, 
28.300000000000001, 28.300000000000001, 28.699999999999999, 31.100000000000001, 
28, 28.300000000000001, 30.199999999999999, 27.5, 28, 26.600000000000001, 
31.699999999999999, 30.699999999999999, 28, 25.199999999999999, 
28, 31.699999999999999, 30.399999999999999, 27.100000000000001, 
30.199999999999999, 30.399999999999999, 30.800000000000001, 30.199999999999999, 
26.399999999999999, 26.600000000000001, 33.299999999999997, 29, 
26.600000000000001, 29, 28, 31.300000000000001, 23.699999999999999, 
23.300000000000001, 26.600000000000001, 29.399999999999999, 25.600000000000001, 
30.199999999999999, 31.300000000000001, 30.800000000000001, 20.899999999999999, 
28.300000000000001, 32, 29.199999999999999, 31.300000000000001, 
25.399999999999999, 27.300000000000001, 32, 31.100000000000001, 
29, 30.399999999999999, 25.899999999999999, 29.399999999999999, 
29.399999999999999, 28, 28.300000000000001, 27.800000000000001, 
26.100000000000001, 24.699999999999999, 26.800000000000001, 28.5, 
27.800000000000001, 29.899999999999999, 29.899999999999999, 29.199999999999999, 
29.399999999999999, 26.800000000000001, 26.800000000000001, 29, 
29.199999999999999, 28.300000000000001, 27.800000000000001, 30.199999999999999, 
29.399999999999999, 26.800000000000001, 29.399999999999999, 28.5, 
29, 28.300000000000001, 26.600000000000001, 33.299999999999997, 
25.199999999999999, 29.899999999999999, 30.800000000000001, 27.300000000000001, 
29, 28.699999999999999, 25.899999999999999, 31.300000000000001, 
31.5, 27.5, 26.800000000000001, 28.5, 29.399999999999999, 28.300000000000001, 
28.300000000000001, 27.300000000000001, 29.699999999999999, 26.600000000000001, 
25.600000000000001, 25.399999999999999, 28.699999999999999, 28.699999999999999, 
29.699999999999999, 25.199999999999999, 29.399999999999999, 29.699999999999999, 
27.5, 29.699999999999999, 30.399999999999999, 28.699999999999999, 
24.899999999999999, 29, 29), bit_di = c(31.5, 33.5, 33.299999999999997, 
34, 34, 31.5, 34, 33.200000000000003, 32.100000000000001, 34, 
33, 31.300000000000001, 35.700000000000003, 31.399999999999999, 
32.200000000000003, 33.200000000000003, 34.5, 30.300000000000001, 
33.399999999999999, 34.399999999999999, 30.699999999999999, 33.299999999999997, 
31.199999999999999, 35, 32.200000000000003, 34.5, 35.200000000000003, 
33.399999999999999, 30.199999999999999, 31.699999999999999, 34.700000000000003, 
30.199999999999999, 35.299999999999997, 35.299999999999997, 31.899999999999999, 
30.5, 31.399999999999999, 31.600000000000001, 30.399999999999999, 
32.399999999999999, 32.899999999999999, 32.600000000000001, 31.5, 
30.800000000000001, 33.299999999999997, 33.5, 34.399999999999999, 
33.5, 28.699999999999999, 28, 30.600000000000001, 30.800000000000001, 
33.100000000000001, 32, 29.899999999999999, 30.199999999999999, 
32.100000000000001, 33.700000000000003, 35.100000000000001, 33.700000000000003, 
30.399999999999999, 36.399999999999999, 31.600000000000001, 32.399999999999999, 
33.299999999999997, 33, 32, 33, 34, 30.600000000000001, 32, 31.600000000000001, 
30.300000000000001, 28.5, 32.299999999999997, 30.199999999999999, 
32.299999999999997, 30.100000000000001, 34, 35.299999999999997, 
36.600000000000001, 31.399999999999999, 31.600000000000001, 33.299999999999997, 
32.700000000000003, 33.299999999999997, 30.5, 32.200000000000003, 
33, 31.5, 33.399999999999999, 32.200000000000003, 29.800000000000001, 
31.199999999999999, 36, 31.399999999999999, 29.399999999999999, 
33.5, 32, 35, 33.200000000000003, 33, 31.100000000000001, 32, 
28, 28.800000000000001, 33.5, 32.899999999999999, 28.300000000000001, 
29.699999999999999, 29.399999999999999, 32.399999999999999, 28.300000000000001, 
34.200000000000003, 34, 32.399999999999999, 31.300000000000001, 
33.799999999999997, 31.100000000000001, 30.199999999999999, 33.100000000000001, 
32.600000000000001, 31.699999999999999, 36.200000000000003, 31.5, 
32.399999999999999, 32.899999999999999, 31.699999999999999, 34.200000000000003, 
33.799999999999997, 32.200000000000003, 31.300000000000001, 32.200000000000003, 
32.899999999999999, 29.899999999999999, 35.799999999999997, 31.699999999999999, 
33.100000000000001, 27.5, 29.399999999999999, 32.399999999999999, 
34.899999999999999, 31.699999999999999, 33.799999999999997, 36.5, 
31.5, 32.200000000000003, 31.5, 30.800000000000001, 30.600000000000001, 
32, 29.199999999999999, 30.399999999999999, 33.100000000000001, 
32.200000000000003, 31.300000000000001, 30.399999999999999, 29.199999999999999, 
34.899999999999999, 32.899999999999999, 34.700000000000003, 35.600000000000001, 
34.700000000000003, 30.399999999999999, 31.5, 36, 34.700000000000003, 
32, 34.399999999999999, 32.200000000000003, 34.200000000000003, 
31.699999999999999, 32, 30.399999999999999, 36.700000000000003, 
33.299999999999997, 33.100000000000001, 33.299999999999997, 35.399999999999999, 
33.299999999999997, 31.699999999999999, 35.100000000000001, 32, 
34, 33.299999999999997, 35.600000000000001, 33.5, 32.200000000000003, 
32.899999999999999, 33.799999999999997, 34.899999999999999, 32.200000000000003, 
33.799999999999997, 33.799999999999997, 33.799999999999997, 34, 
33.299999999999997, 35.299999999999997, 34.700000000000003, 32.899999999999999, 
32, 34.899999999999999, 32, 34.700000000000003, 34, 30.600000000000001, 
30.600000000000001, 32.899999999999999, 30.399999999999999, 34.899999999999999, 
32.399999999999999, 34.200000000000003, 34.399999999999999, 30.399999999999999, 
35.600000000000001, 33.299999999999997, 33.5, 32.200000000000003, 
32.200000000000003, 35.100000000000001, 33.299999999999997, 30.199999999999999, 
28.699999999999999, 33.5, 33.5, 32.200000000000003, 30.600000000000001, 
29.399999999999999, 30.600000000000001, 31.699999999999999, 34, 
34, 31.5, 31.699999999999999, 32, 32.899999999999999, 31.699999999999999, 
31.100000000000001, 32.600000000000001, 33.5, 29.899999999999999, 
32, 31.5, 38, 33.100000000000001, 34.200000000000003, 33.5, 31.300000000000001, 
31, 30.199999999999999, 31.800000000000001, 31, 32, 29.199999999999999, 
33.200000000000003, 32.600000000000001, 33.200000000000003, 32.200000000000003, 
31.5, 31.699999999999999, 27, 31.600000000000001, 32, 29.5, 34.899999999999999, 
30, 33.899999999999999, 31, 32.700000000000003, 30.800000000000001, 
34.799999999999997, 35.100000000000001, 32.299999999999997, 34, 
31.199999999999999, 34.899999999999999, 29.800000000000001, 30.100000000000001, 
32, 33.700000000000003, 32, 29.899999999999999, 28.300000000000001, 
34.5, 29.5, 30.800000000000001, 32.200000000000003, 32, 30.800000000000001, 
30.800000000000001, 27.800000000000001, 29.899999999999999, 32, 
30.800000000000001, 29.899999999999999, 31.300000000000001, 31.5, 
31.300000000000001, 32.200000000000003, 32.200000000000003, 26.800000000000001, 
32.600000000000001, 32.200000000000003, 32.399999999999999, 33.100000000000001, 
32.200000000000003, 32.899999999999999, 31.100000000000001, 34.700000000000003, 
33, 35.299999999999997, 34.200000000000003, 32, 29.100000000000001, 
35.5, 33.700000000000003, 31.899999999999999, 29.800000000000001, 
30, 31, 32.399999999999999, 34.600000000000001, 32, 31.199999999999999, 
30, 33.399999999999999, 32.200000000000003, 34.399999999999999, 
30.699999999999999, 31.199999999999999, 32.399999999999999, 30.5, 
33, 29.399999999999999, 29.199999999999999, 33, 31.600000000000001, 
31, 30.699999999999999, 32.5, 29.5, 26.899999999999999, 28.399999999999999, 
30.800000000000001, 30, 32.299999999999997, 29.399999999999999, 
31, 33, 28.899999999999999, 32.5, 31.100000000000001, 29.800000000000001, 
31.5, 31.5, 32.899999999999999, 30.399999999999999, 30.199999999999999, 
35.799999999999997, 29.600000000000001, 29.300000000000001, 29, 
27.199999999999999, 32.399999999999999, 29.5, 26.300000000000001, 
31, 29, 31.399999999999999, 28.199999999999999, 30.800000000000001, 
29.800000000000001, 30.800000000000001, 29.600000000000001, 30, 
30.600000000000001, 28.399999999999999, 28.199999999999999, 30.100000000000001, 
29.800000000000001, 28.5, 31, 29.800000000000001, 30.699999999999999, 
27.199999999999999, 29.300000000000001, 30.399999999999999, 29.399999999999999, 
31, 28.5, 30.199999999999999, 27.899999999999999, 31.899999999999999, 
31.399999999999999, 29, 30.199999999999999, 32.399999999999999, 
32.899999999999999, 33.799999999999997, 33.100000000000001, 29.699999999999999, 
34.200000000000003, 31.100000000000001, 30.399999999999999, 32.200000000000003, 
37.399999999999999, 35.600000000000001, 31.699999999999999, 31.5, 
32, 32.899999999999999, 31.300000000000001, 32.600000000000001, 
33.5, 35.100000000000001, 35.100000000000001, 32.899999999999999, 
29.899999999999999, 33.299999999999997, 33.799999999999997, 33.5, 
31.100000000000001, 32, 31.100000000000001, 33.5, 31.100000000000001, 
28.300000000000001, 34, 32.200000000000003, 29.899999999999999, 
33.799999999999997, 33.799999999999997, 35.600000000000001, 28.5, 
31.100000000000001, 33.799999999999997, 31.100000000000001, 35.299999999999997, 
31.300000000000001, 32.200000000000003, 34.700000000000003, 34.700000000000003, 
33.100000000000001, 32.899999999999999, 29.899999999999999, 32.600000000000001, 
31.5, 34.700000000000003, 31.300000000000001, 31.100000000000001, 
29, 32, 32.200000000000003, 33.5, 30.600000000000001, 34.899999999999999, 
35.299999999999997, 32, 30.800000000000001, 31.699999999999999, 
31.100000000000001, 30.600000000000001, 33.5, 28, 31.699999999999999, 
32.899999999999999, 33.100000000000001, 30.399999999999999, 31.699999999999999, 
34, 32.899999999999999, 29.399999999999999, 29.199999999999999, 
37.799999999999997, 29.199999999999999, 33.5, 33.799999999999997, 
31.699999999999999, 32.399999999999999, 29.199999999999999, 29.399999999999999, 
31.699999999999999, 32.600000000000001, 30.800000000000001, 28.699999999999999, 
31.5, 32, 30.199999999999999, 29.699999999999999, 28.5, 31.699999999999999, 
30.800000000000001, 31.699999999999999, 28.5, 27.800000000000001, 
32.899999999999999, 32, 29, 33.5, 31.300000000000001, 31.5, 34, 
32.899999999999999, 30.399999999999999, 24.699999999999999, 32.899999999999999, 
29), che_de = c(17.699999999999999, 16.899999999999999, 20.899999999999999, 
18.399999999999999, 21.5, 19.600000000000001, 21.899999999999999, 
21.800000000000001, 15.5, 22.5, 20.100000000000001, 20.5, 20.800000000000001, 
21.699999999999999, 21.899999999999999, 21.699999999999999, 21, 
19.300000000000001, 22.199999999999999, 20.199999999999999, 21.300000000000001, 
20, 18, 21.800000000000001, 18.300000000000001, 20.199999999999999, 
20.199999999999999, 19.199999999999999, 17.600000000000001, 18.100000000000001, 
19.399999999999999, 22.899999999999999, 19.199999999999999, 23.600000000000001, 
20.800000000000001, 17.699999999999999, 19, 18.5, 18.699999999999999, 
18.199999999999999, 23.699999999999999, 21.600000000000001, 18.5, 
19.399999999999999, 19.399999999999999, 20.600000000000001, 20.399999999999999, 
21.600000000000001, 19.699999999999999, 18, 20.199999999999999, 
20.600000000000001, 19.199999999999999, 20.899999999999999, 17.300000000000001, 
17, 19.100000000000001, 22.5, 23.199999999999999, 19.600000000000001, 
20.800000000000001, 20.300000000000001, 19.100000000000001, 17.5, 
18.399999999999999, 20, 18.300000000000001, 19.699999999999999, 
23.899999999999999, 19.5, 22.5, 21.600000000000001, 18.899999999999999, 
18.300000000000001, 18.600000000000001, 19.199999999999999, 19.399999999999999, 
21.800000000000001, 20.600000000000001, 23.600000000000001, 22.399999999999999, 
21.199999999999999, 20.600000000000001, 19.300000000000001, 20.199999999999999, 
20.199999999999999, 19.699999999999999, 21.199999999999999, 19.399999999999999, 
19.199999999999999, 19.100000000000001, 19.699999999999999, 20.100000000000001, 
18.199999999999999, 25, 19.800000000000001, 17.800000000000001, 
22.300000000000001, 21.600000000000001, 24.199999999999999, 21.600000000000001, 
18.100000000000001, 18.199999999999999, 18.100000000000001, 17.100000000000001, 
19.100000000000001, 22.300000000000001, 19.399999999999999, 18.199999999999999, 
19, 17.699999999999999, 21.800000000000001, 17.699999999999999, 
22.800000000000001, 22.100000000000001, 19.399999999999999, 21.100000000000001, 
23.300000000000001, 21.800000000000001, 14.4, 20.199999999999999, 
18.699999999999999, 19.399999999999999, 23.5, 21.399999999999999, 
18.199999999999999, 21.600000000000001, 22.100000000000001, 21.100000000000001, 
22.100000000000001, 21.399999999999999, 23.5, 25.199999999999999, 
22.5, 23.300000000000001, 21.100000000000001, 19.699999999999999, 
23, 20.199999999999999, 21.800000000000001, 27.5, 22.5, 20.199999999999999, 
24.899999999999999, 21.600000000000001, 20.399999999999999, 18, 
18, 19.199999999999999, 21.399999999999999, 21.600000000000001, 
18.199999999999999, 20.399999999999999, 22.300000000000001, 20.199999999999999, 
19.399999999999999, 20.399999999999999, 18.699999999999999, 24, 
18, 24.899999999999999, 20.899999999999999, 22.100000000000001, 
19.199999999999999, 19.699999999999999, 22.5, 23.5, 20.199999999999999, 
25.399999999999999, 20.199999999999999, 23.300000000000001, 17.300000000000001, 
25.399999999999999, 22.100000000000001, 23.699999999999999, 20.399999999999999, 
19.399999999999999, 22.5, 22.5, 23.300000000000001, 19.899999999999999, 
19.199999999999999, 21.399999999999999, 23, 25.399999999999999, 
23.5, 23.699999999999999, 20.199999999999999, 24.899999999999999, 
19.899999999999999, 22.100000000000001, 22.399999999999999, 19.199999999999999, 
24.699999999999999, 23.5, 22.800000000000001, 19, 19.399999999999999, 
22.800000000000001, 21.600000000000001, 19.699999999999999, 26.399999999999999, 
21.100000000000001, 19.899999999999999, 21.100000000000001, 20.899999999999999, 
18.199999999999999, 22.300000000000001, 19.699999999999999, 21.399999999999999, 
20.199999999999999, 23.5, 19.899999999999999, 18, 19.899999999999999, 
21.399999999999999, 20.600000000000001, 20.600000000000001, 20.199999999999999, 
20.600000000000001, 24.199999999999999, 20.600000000000001, 18.699999999999999, 
25.199999999999999, 25.199999999999999, 20.600000000000001, 17.699999999999999, 
21.600000000000001, 19.699999999999999, 21.600000000000001, 23.699999999999999, 
23.699999999999999, 19.899999999999999, 24, 21.800000000000001, 
21.100000000000001, 21.600000000000001, 20.199999999999999, 22.100000000000001, 
23.699999999999999, 19.699999999999999, 20.600000000000001, 21.800000000000001, 
25.399999999999999, 26.399999999999999, 21.399999999999999, 19.699999999999999, 
16.199999999999999, 16.800000000000001, 16.399999999999999, 19.300000000000001, 
18.199999999999999, 15.1, 15.4, 18.800000000000001, 18.600000000000001, 
19.699999999999999, 15.5, 15.4, 17.300000000000001, 16.899999999999999, 
18.300000000000001, 16.199999999999999, 14.6, 19.600000000000001, 
15.300000000000001, 19.100000000000001, 15.4, 21.300000000000001, 
15.1, 19.899999999999999, 19.600000000000001, 15.800000000000001, 
17.199999999999999, 18, 17.399999999999999, 16.100000000000001, 
18.600000000000001, 15.6, 20.100000000000001, 14.300000000000001, 
16, 16.699999999999999, 19, 15, 17.300000000000001, 17.300000000000001, 
18, 19, 15.6, 17.300000000000001, 16, 14.800000000000001, 16.5, 
17, 19.199999999999999, 19, 16.300000000000001, 18.699999999999999, 
19, 16.5, 16.5, 15.1, 17.300000000000001, 16.5, 18.699999999999999, 
16.5, 15.6, 18, 19.300000000000001, 17.699999999999999, 21.399999999999999, 
17, 15.5, 19.399999999999999, 15.6, 16.100000000000001, 14.9, 
17.699999999999999, 18.199999999999999, 16.600000000000001, 17.5, 
17.5, 16.800000000000001, 17.100000000000001, 17.199999999999999, 
17.300000000000001, 15.300000000000001, 15.9, 18.899999999999999, 
17.600000000000001, 18.800000000000001, 16.399999999999999, 15.800000000000001, 
18, 17.5, 16.600000000000001, 20.399999999999999, 17.300000000000001, 
16, 15.800000000000001, 17.899999999999999, 16.199999999999999, 
17.800000000000001, 17.899999999999999, 21.399999999999999, 18.100000000000001, 
16.199999999999999, 20, 16.399999999999999, 17.899999999999999, 
17.300000000000001, 16.5, 19.199999999999999, 19, 18.600000000000001, 
16.600000000000001, 16.899999999999999, 21.300000000000001, 17.399999999999999, 
14.699999999999999, 18.600000000000001, 15.4, 16.600000000000001, 
17.199999999999999, 16.100000000000001, 17.300000000000001, 15.4, 
16.5, 17.199999999999999, 17, 17.399999999999999, 16.5, 16.5, 
20.399999999999999, 16.199999999999999, 15.4, 18.100000000000001, 
19.5, 15.1, 14.6, 18.800000000000001, 17, 20.600000000000001, 
16.100000000000001, 17.100000000000001, 17.300000000000001, 17.600000000000001, 
16.600000000000001, 18.800000000000001, 17.399999999999999, 18.199999999999999, 
18.300000000000001, 18.5, 17.800000000000001, 19.199999999999999, 
18.699999999999999, 17.699999999999999, 16.800000000000001, 18, 
18.199999999999999, 21.600000000000001, 16.300000000000001, 16.300000000000001, 
18.5, 19.199999999999999, 24.699999999999999, 17.300000000000001, 
17.300000000000001, 16.800000000000001, 22.300000000000001, 18.699999999999999, 
17.300000000000001, 20.600000000000001, 18.199999999999999, 15.800000000000001, 
18.699999999999999, 19.199999999999999, 18.199999999999999, 20.899999999999999, 
20.899999999999999, 18.5, 19.699999999999999, 19.399999999999999, 
17, 18.5, 15.300000000000001, 22.300000000000001, 15.800000000000001, 
16.800000000000001, 15.300000000000001, 17.699999999999999, 17, 
19, 17.699999999999999, 16.800000000000001, 18, 20.199999999999999, 
17.300000000000001, 17.699999999999999, 19.699999999999999, 21.100000000000001, 
16.300000000000001, 18.199999999999999, 18, 19.899999999999999, 
17.699999999999999, 16.300000000000001, 16.300000000000001, 19.899999999999999, 
16.5, 17.699999999999999, 17.300000000000001, 18, 16.300000000000001, 
18.5, 18, 18, 17, 18.5, 16.5, 18, 17.5, 14.4, 20.600000000000001, 
21.800000000000001, 17.699999999999999, 23.300000000000001, 16.5, 
19.199999999999999, 17.699999999999999, 16.800000000000001, 17, 
20.600000000000001, 18.5, 18.199999999999999, 26.800000000000001, 
17.5, 20.600000000000001, 18.199999999999999, 20.199999999999999, 
20.899999999999999, 17.5, 18.5, 16.300000000000001, 15.6, 18, 
21.600000000000001, 17.699999999999999, 18.199999999999999, 17.5, 
16, 17, 15.1, 16, 16.800000000000001, 15.800000000000001, 19.199999999999999, 
17.699999999999999, 18.5, 19.399999999999999, 20.199999999999999, 
17, 17.699999999999999, 17.300000000000001, 15.300000000000001, 
20.399999999999999), che_di = c(28, 30.800000000000001, 31.699999999999999, 
28.199999999999999, 29.399999999999999, 31.300000000000001, 31.699999999999999, 
28.800000000000001, 27.5, 28, 30.300000000000001, 29.699999999999999, 
31.399999999999999, 28, 28.600000000000001, 30.600000000000001, 
29.399999999999999, 30, 29.5, 32.600000000000001, 32, 32, 30.899999999999999, 
32.799999999999997, 31.5, 31.100000000000001, 32.299999999999997, 
28.800000000000001, 27.699999999999999, 26.5, 30, 28, 31, 27, 
27.899999999999999, 26.699999999999999, 31.5, 25.5, 28, 28, 31.5, 
28, 27.300000000000001, 29.899999999999999, 30.600000000000001, 
30.199999999999999, 27.300000000000001, 33.100000000000001, 26.800000000000001, 
26.399999999999999, 28.699999999999999, 30.800000000000001, 31.300000000000001, 
31.699999999999999, 25.600000000000001, 26.399999999999999, 27.100000000000001, 
30.399999999999999, 32.600000000000001, 29.800000000000001, 26.899999999999999, 
32.100000000000001, 30.899999999999999, 27.600000000000001, 26.199999999999999, 
29, 31.399999999999999, 28.699999999999999, 34.299999999999997, 
28, 29.699999999999999, 31.5, 29.600000000000001, 29.800000000000001, 
31.300000000000001, 28.899999999999999, 28.800000000000001, 25.800000000000001, 
29, 30.899999999999999, 34.5, 29.699999999999999, 29.5, 29.199999999999999, 
28.800000000000001, 29.5, 30.600000000000001, 31.800000000000001, 
31.600000000000001, 31.800000000000001, 29.399999999999999, 29.399999999999999, 
31, 29.5, 33.100000000000001, 27.600000000000001, 29.399999999999999, 
31, 32.899999999999999, 31, 31.300000000000001, 28.399999999999999, 
25, 29.5, 26.800000000000001, 25.600000000000001, 30.800000000000001, 
29.699999999999999, 25.899999999999999, 30.199999999999999, 25.199999999999999, 
33.100000000000001, 24.699999999999999, 34, 30.600000000000001, 
27.800000000000001, 29.699999999999999, 35.299999999999997, 30.600000000000001, 
26.800000000000001, 30.600000000000001, 30.399999999999999, 28, 
35.600000000000001, 27.800000000000001, 28.300000000000001, 28.300000000000001, 
32.600000000000001, 34, 32.399999999999999, 31.100000000000001, 
32, 30.800000000000001, 33.299999999999997, 25.199999999999999, 
28, 26.399999999999999, 30.399999999999999, 28, 30.600000000000001, 
33.5, 28.300000000000001, 28.699999999999999, 29.399999999999999, 
31.5, 29, 29.399999999999999, 27.800000000000001, 29.399999999999999, 
32.399999999999999, 28.699999999999999, 24.899999999999999, 28.699999999999999, 
31.5, 31.300000000000001, 29.199999999999999, 29, 28.5, 33.299999999999997, 
26.800000000000001, 32, 29.699999999999999, 32.200000000000003, 
29.899999999999999, 29.899999999999999, 33.5, 30.199999999999999, 
32.899999999999999, 32.200000000000003, 29.199999999999999, 31.5, 
29.399999999999999, 28.699999999999999, 29.199999999999999, 30.800000000000001, 
29.699999999999999, 32, 28.300000000000001, 30.199999999999999, 
28.699999999999999, 27.300000000000001, 32, 32.600000000000001, 
32.600000000000001, 30.800000000000001, 31.300000000000001, 30.199999999999999, 
28.300000000000001, 30.800000000000001, 32, 31.300000000000001, 
29.800000000000001, 29.699999999999999, 31.5, 32.899999999999999, 
27.300000000000001, 28.699999999999999, 31.699999999999999, 32, 
30.600000000000001, 27.800000000000001, 30.199999999999999, 30.600000000000001, 
31.300000000000001, 29.399999999999999, 30.399999999999999, 29.199999999999999, 
29.699999999999999, 30.199999999999999, 32.899999999999999, 31.100000000000001, 
34.700000000000003, 34, 29.899999999999999, 28.300000000000001, 
32.399999999999999, 29.899999999999999, 29.199999999999999, 30.600000000000001, 
31.100000000000001, 33.5, 32, 29, 29.399999999999999, 31.5, 28, 
27.800000000000001, 30.800000000000001, 29.899999999999999, 29.699999999999999, 
28.5, 30.800000000000001, 29.899999999999999, 31.100000000000001, 
30.199999999999999, 29, 27.800000000000001, 28.300000000000001, 
32.899999999999999, 31.100000000000001, 29, 30.199999999999999, 
29.699999999999999, 32, 29.899999999999999, 31.5, 29.399999999999999, 
24.899999999999999, 24.5, 24.199999999999999, 24.899999999999999, 
26.199999999999999, 25.699999999999999, 24.5, 26.600000000000001, 
25, 29.399999999999999, 24.300000000000001, 25.5, 27.300000000000001, 
22.600000000000001, 23.699999999999999, 25.699999999999999, 23.899999999999999, 
26.699999999999999, 22.600000000000001, 28.800000000000001, 24, 
28.699999999999999, 26.800000000000001, 30.399999999999999, 27.5, 
25, 25.600000000000001, 27.199999999999999, 27.5, 22.300000000000001, 
23.5, 23.899999999999999, 29.5, 26, 22.899999999999999, 27.5, 
24.899999999999999, 26, 25.899999999999999, 24.899999999999999, 
25.600000000000001, 25.199999999999999, 24.199999999999999, 23.300000000000001, 
24.199999999999999, 25.899999999999999, 24.199999999999999, 24, 
27.100000000000001, 24.899999999999999, 25.600000000000001, 25.399999999999999, 
24.199999999999999, 24.399999999999999, 24.199999999999999, 26.600000000000001, 
25.399999999999999, 27.100000000000001, 26.399999999999999, 26.399999999999999, 
26.800000000000001, 28.300000000000001, 25, 28.5, 26.800000000000001, 
25.600000000000001, 26, 26.699999999999999, 27, 25.199999999999999, 
25.199999999999999, 24.100000000000001, 25.699999999999999, 26, 
26.199999999999999, 24.100000000000001, 27.699999999999999, 25.199999999999999, 
31.600000000000001, 25.800000000000001, 29, 26.800000000000001, 
26.5, 31.899999999999999, 25.199999999999999, 27.600000000000001, 
25, 24.199999999999999, 25.600000000000001, 24.399999999999999, 
25.600000000000001, 25.399999999999999, 27.199999999999999, 26, 
23.600000000000001, 25.800000000000001, 25.199999999999999, 24.899999999999999, 
29.5, 27.300000000000001, 24, 26.600000000000001, 25.600000000000001, 
27, 25.800000000000001, 26.199999999999999, 25.399999999999999, 
25.899999999999999, 27, 29.300000000000001, 24.800000000000001, 
33.200000000000003, 23.300000000000001, 29.100000000000001, 25, 
23.399999999999999, 25.399999999999999, 28.300000000000001, 23.600000000000001, 
26.800000000000001, 23.600000000000001, 27.5, 22.199999999999999, 
27.600000000000001, 28.199999999999999, 26.699999999999999, 24.399999999999999, 
29.199999999999999, 26.800000000000001, 26.899999999999999, 26.100000000000001, 
24.899999999999999, 26, 23.5, 27.399999999999999, 25, 24.899999999999999, 
24.600000000000001, 28.100000000000001, 25.5, 26.5, 27.699999999999999, 
25, 25.699999999999999, 24.699999999999999, 23.600000000000001, 
24.600000000000001, 25, 24.899999999999999, 28.300000000000001, 
23.5, 26.600000000000001, 26.100000000000001, 27.300000000000001, 
28.300000000000001, 26.600000000000001, 26.399999999999999, 25.199999999999999, 
28.5, 32.200000000000003, 27.300000000000001, 24.199999999999999, 
28.300000000000001, 25.199999999999999, 26.800000000000001, 26.600000000000001, 
27.5, 27.300000000000001, 27.300000000000001, 27.800000000000001, 
27.5, 26.399999999999999, 30.199999999999999, 30.199999999999999, 
24.699999999999999, 25.600000000000001, 27.5, 25.399999999999999, 
25.899999999999999, 24.699999999999999, 26.600000000000001, 27.5, 
24.899999999999999, 25.600000000000001, 29.699999999999999, 26.800000000000001, 
23, 26.100000000000001, 26.600000000000001, 25.899999999999999, 
27.300000000000001, 25.399999999999999, 25.399999999999999, 25.899999999999999, 
26.800000000000001, 25.899999999999999, 24.699999999999999, 25.600000000000001, 
27.100000000000001, 24.899999999999999, 28.5, 25.399999999999999, 
25.899999999999999, 25.600000000000001, 25.199999999999999, 28.699999999999999, 
27.100000000000001, 26.800000000000001, 26.399999999999999, 28.5, 
26.100000000000001, 26.600000000000001, 23.300000000000001, 24, 
24.199999999999999, 27.800000000000001, 23.699999999999999, 26.399999999999999, 
26.800000000000001, 27.300000000000001, 25.600000000000001, 25.899999999999999, 
27.5, 23.5, 25.399999999999999, 24.399999999999999, 28.300000000000001, 
24.199999999999999, 24.899999999999999, 27.100000000000001, 27.300000000000001, 
28.5, 27.300000000000001, 24.199999999999999, 31.5, 25.199999999999999, 
24.5, 24.399999999999999, 27.800000000000001, 25.899999999999999, 
29.699999999999999, 26.399999999999999, 23.5, 24.699999999999999, 
24.899999999999999, 25.600000000000001, 24.899999999999999, 23.699999999999999, 
26.800000000000001, 26.399999999999999, 27.100000000000001, 25.399999999999999, 
26.600000000000001, 29, 28.5, 27.100000000000001, 25.600000000000001, 
24.199999999999999, 25.600000000000001, 26.800000000000001), 
    elb_di = c(13.1, 14, 13.9, 13.9, 15.199999999999999, 14, 
    16.100000000000001, 15.1, 14.1, 15.6, 13.4, 15, 16.100000000000001, 
    13.300000000000001, 14.9, 13.699999999999999, 15.6, 14.800000000000001, 
    14.9, 15.4, 13.1, 15, 14.6, 14.300000000000001, 15.199999999999999, 
    16.399999999999999, 14.6, 14.6, 13, 13.300000000000001, 14.9, 
    14.300000000000001, 15.199999999999999, 15.5, 13.6, 13.300000000000001, 
    14.5, 13.4, 13.6, 16.199999999999999, 14.6, 14.1, 14.6, 14.300000000000001, 
    14.800000000000001, 15.9, 15.1, 15.6, 14.199999999999999, 
    14.199999999999999, 15, 15.1, 15.4, 14.800000000000001, 12.800000000000001, 
    13.199999999999999, 13.4, 15.6, 15.5, 13.800000000000001, 
    14.800000000000001, 15.6, 14.300000000000001, 14.1, 14, 14.1, 
    13.5, 12.4, 15.800000000000001, 13.1, 14.9, 13.300000000000001, 
    12.6, 14, 14.9, 13.5, 12.6, 12.9, 14.300000000000001, 15.800000000000001, 
    14.1, 14, 13.4, 13.5, 13.300000000000001, 12.6, 14.4, 14.199999999999999, 
    13.800000000000001, 14.1, 14.800000000000001, 13.9, 12.9, 
    13.1, 14.6, 13.9, 13.300000000000001, 13.199999999999999, 
    14.300000000000001, 13.4, 14.199999999999999, 14.300000000000001, 
    13.199999999999999, 13.800000000000001, 13, 13, 14.4, 14.6, 
    13.800000000000001, 14.4, 14, 15.199999999999999, 12.9, 13.800000000000001, 
    15, 13.4, 14.300000000000001, 15.6, 15, 12.6, 15.6, 14.6, 
    14, 16.100000000000001, 13.800000000000001, 15.199999999999999, 
    15, 15.199999999999999, 13.6, 15.300000000000001, 13.6, 14, 
    14.4, 14.6, 14.1, 15, 13.1, 14.199999999999999, 13.199999999999999, 
    15, 14.6, 14.300000000000001, 14.300000000000001, 14.4, 15.4, 
    13.6, 15.199999999999999, 12.9, 14.6, 15, 14.300000000000001, 
    13.6, 14.800000000000001, 15.6, 14.6, 14.300000000000001, 
    15, 13.199999999999999, 15.4, 14.6, 14.9, 15.199999999999999, 
    16, 14.800000000000001, 14.800000000000001, 15.800000000000001, 
    14.800000000000001, 14.300000000000001, 15.199999999999999, 
    13.800000000000001, 14, 14.4, 15, 14.300000000000001, 15.800000000000001, 
    14.300000000000001, 14.800000000000001, 13, 14.800000000000001, 
    14.199999999999999, 14.800000000000001, 14.800000000000001, 
    14.800000000000001, 15.699999999999999, 15.4, 14.300000000000001, 
    15.800000000000001, 13.800000000000001, 15.300000000000001, 
    15.5, 15.199999999999999, 15.6, 13.800000000000001, 14.199999999999999, 
    15.6, 13.1, 15.1, 14.4, 15.5, 15, 14, 15, 14.800000000000001, 
    14, 15.6, 15.300000000000001, 12.9, 16.600000000000001, 12.9, 
    14.5, 14.4, 15.1, 14.5, 14.300000000000001, 14.800000000000001, 
    15.300000000000001, 15.300000000000001, 14.5, 13.699999999999999, 
    16.699999999999999, 14.199999999999999, 14.199999999999999, 
    14.300000000000001, 14.300000000000001, 15.199999999999999, 
    13.9, 13.800000000000001, 13.6, 13.800000000000001, 15, 14.300000000000001, 
    14.199999999999999, 14.6, 13.800000000000001, 15.800000000000001, 
    15.6, 14.4, 14.6, 15.4, 15.199999999999999, 15.4, 16.100000000000001, 
    14.9, 16, 15.6, 14.300000000000001, 14.5, 11.199999999999999, 
    12.1, 11.300000000000001, 12.300000000000001, 11.5, 12.5, 
    12.300000000000001, 13.300000000000001, 12.1, 13.4, 11.800000000000001, 
    12.800000000000001, 12.800000000000001, 10.6, 11.5, 11.5, 
    11.199999999999999, 13.4, 10.300000000000001, 13.4, 11.1, 
    13.699999999999999, 13.199999999999999, 12.5, 13.1, 12, 12.6, 
    12.4, 12.6, 12.4, 11.300000000000001, 11.9, 13.199999999999999, 
    11.800000000000001, 11.300000000000001, 12.300000000000001, 
    12.699999999999999, 11.5, 12.9, 12.699999999999999, 12.4, 
    13.1, 11.199999999999999, 12.800000000000001, 11.800000000000001, 
    12.6, 12.6, 12, 12.800000000000001, 12.4, 12.9, 12, 12.9, 
    11.699999999999999, 12.6, 13, 13.4, 12.4, 12.4, 13, 12.4, 
    13.4, 11.5, 13.800000000000001, 14.199999999999999, 10.9, 
    11.5, 12.6, 11.5, 13.4, 12.199999999999999, 12, 12.800000000000001, 
    12.6, 13.199999999999999, 12.800000000000001, 11.5, 12, 12.9, 
    13.1, 13.1, 12.1, 14, 13.6, 12, 12.6, 11.300000000000001, 
    10.1, 12.199999999999999, 11.9, 12.4, 11.800000000000001, 
    11.9, 11.6, 12, 12.1, 12.4, 11.1, 13.4, 12.300000000000001, 
    11, 11.6, 11.5, 12.6, 10.9, 12.1, 13, 11.6, 12.699999999999999, 
    12.4, 11.699999999999999, 14.1, 10.699999999999999, 13.199999999999999, 
    11.800000000000001, 10.800000000000001, 12.9, 11.5, 10.6, 
    11.6, 11.5, 12.800000000000001, 11.300000000000001, 13.1, 
    12, 12.4, 9.9000000000000004, 11.800000000000001, 12.1, 11.199999999999999, 
    11.6, 12.4, 13, 10.4, 11.5, 11.199999999999999, 11.6, 11.199999999999999, 
    13, 11.1, 12.300000000000001, 12.5, 12.300000000000001, 12, 
    11, 11, 11.9, 11.6, 12, 13.9, 12.6, 13, 12.6, 13, 13.199999999999999, 
    12.800000000000001, 12.199999999999999, 12, 13.199999999999999, 
    14, 13.1, 12.9, 12.699999999999999, 12.4, 12.4, 13.199999999999999, 
    12.4, 13.800000000000001, 13.1, 12.4, 11.800000000000001, 
    13.1, 14, 12.699999999999999, 12.4, 12.4, 12.9, 12.4, 12.800000000000001, 
    12.4, 13.800000000000001, 11.800000000000001, 12.6, 12.199999999999999, 
    13.199999999999999, 13.6, 12.199999999999999, 12.199999999999999, 
    13.4, 12.800000000000001, 11.300000000000001, 12.4, 12.6, 
    13, 12.9, 12.199999999999999, 13.4, 12, 13.4, 13.4, 13.6, 
    12.199999999999999, 12.9, 12, 12.800000000000001, 11.199999999999999, 
    12.9, 11.6, 14.300000000000001, 13.800000000000001, 13.199999999999999, 
    12.199999999999999, 11.5, 11.800000000000001, 12.4, 11.6, 
    11.699999999999999, 12.4, 13, 12.800000000000001, 12.4, 12.199999999999999, 
    13.300000000000001, 12.699999999999999, 13.199999999999999, 
    11.800000000000001, 15, 12, 13.199999999999999, 12.4, 12.4, 
    12.699999999999999, 12.9, 11.4, 13, 12.9, 11.6, 11, 11.6, 
    11.800000000000001, 12.800000000000001, 12, 11.199999999999999, 
    12.6, 12.6, 11.800000000000001, 10.6, 12.4, 13.4, 12.800000000000001, 
    14, 12.4, 13.4, 13.1, 13.300000000000001, 12.9, 12.4, 12, 
    12, 13.4), wri_di = c(10.4, 11.800000000000001, 10.9, 11.199999999999999, 
    11.6, 11.5, 12.5, 11.9, 11.199999999999999, 12, 10.4, 11.699999999999999, 
    11.300000000000001, 10.300000000000001, 10.6, 11.1, 11.9, 
    11.199999999999999, 12.199999999999999, 10.9, 11.1, 11.5, 
    10.800000000000001, 11.199999999999999, 11.6, 13.300000000000001, 
    10.5, 11.1, 10.199999999999999, 10.1, 11, 11.199999999999999, 
    11.4, 11.300000000000001, 10.800000000000001, 10.800000000000001, 
    11.9, 10.800000000000001, 10.800000000000001, 12, 11.300000000000001, 
    11.5, 10.800000000000001, 11.199999999999999, 11.300000000000001, 
    12.800000000000001, 10.6, 12, 10.199999999999999, 10.6, 11.5, 
    11.4, 11.5, 10.6, 10, 10.4, 10, 12, 11.6, 11.699999999999999, 
    11.199999999999999, 12, 11.4, 10.800000000000001, 11, 11.699999999999999, 
    11.4, 10.699999999999999, 12, 10.4, 10.9, 10.300000000000001, 
    10.4, 11.199999999999999, 11.5, 10.4, 10.6, 9.9000000000000004, 
    10.5, 12.5, 11.1, 11.6, 10.4, 11.6, 11.1, 10.699999999999999, 
    12.300000000000001, 11.6, 11.1, 11.1, 11, 10, 11.6, 10.300000000000001, 
    12, 10.1, 10.4, 10.4, 11, 11.199999999999999, 12.300000000000001, 
    11.1, 10.5, 10.699999999999999, 10.6, 10.199999999999999, 
    11.5, 11, 11, 11.800000000000001, 10.800000000000001, 11.300000000000001, 
    10.800000000000001, 11.800000000000001, 11.4, 11, 11.699999999999999, 
    12, 11.6, 9.8000000000000007, 12.199999999999999, 11.699999999999999, 
    11.300000000000001, 12.6, 10.800000000000001, 11.800000000000001, 
    12, 11.300000000000001, 12, 11.5, 11, 11.199999999999999, 
    11, 11, 10.699999999999999, 11.800000000000001, 11, 11.6, 
    10.4, 10.800000000000001, 11.699999999999999, 11.699999999999999, 
    11.5, 12.4, 11.6, 10.800000000000001, 11.800000000000001, 
    10.4, 11.5, 11.800000000000001, 12.4, 10.4, 11.699999999999999, 
    12, 11, 11.199999999999999, 11.300000000000001, 10.199999999999999, 
    11.6, 11.199999999999999, 10.800000000000001, 10.800000000000001, 
    13.199999999999999, 10.6, 11, 11.300000000000001, 10.6, 11.5, 
    10.699999999999999, 10.4, 11, 11.6, 11.199999999999999, 11.199999999999999, 
    12.9, 10.9, 11.300000000000001, 10.5, 11.300000000000001, 
    11.1, 10.6, 12, 12, 11.5, 11, 11, 11.6, 11.4, 11.5, 11.800000000000001, 
    11, 11.199999999999999, 10.699999999999999, 11.199999999999999, 
    12, 10.800000000000001, 11.300000000000001, 10.699999999999999, 
    11.199999999999999, 11, 10.5, 11.6, 11.4, 11.199999999999999, 
    12, 11.4, 10.6, 11.800000000000001, 11, 11.699999999999999, 
    11.800000000000001, 11.800000000000001, 11, 10.1, 12.800000000000001, 
    11, 11.199999999999999, 11.5, 10.800000000000001, 12, 12.800000000000001, 
    11.199999999999999, 11.4, 11.5, 11.800000000000001, 10.300000000000001, 
    11, 11.699999999999999, 11.5, 12.199999999999999, 12, 11.199999999999999, 
    11.199999999999999, 11.800000000000001, 12.4, 10.6, 11.300000000000001, 
    10.199999999999999, 12, 11.300000000000001, 11.5, 11.5, 11.800000000000001, 
    10.699999999999999, 11.5, 11.1, 10.5, 9.1999999999999993, 
    9.9000000000000004, 8.9000000000000004, 9.5, 9.0999999999999996, 
    10, 9.4000000000000004, 10.699999999999999, 9.8000000000000007, 
    11.5, 8.5999999999999996, 9.6999999999999993, 9.1999999999999993, 
    8.3000000000000007, 8.5999999999999996, 9, 9.5999999999999996, 
    11, 8.0999999999999996, 10.5, 9.4000000000000004, 10.6, 8.9000000000000004, 
    11, 10.199999999999999, 10.199999999999999, 10, 10.1, 10.4, 
    9.5, 8.9000000000000004, 9.5999999999999996, 10, 9.9000000000000004, 
    9.1999999999999993, 10.1, 10.4, 9.4000000000000004, 9.8000000000000007, 
    10.4, 9.4000000000000004, 11.5, 9.1999999999999993, 9.8000000000000007, 
    9.1999999999999993, 10.4, 9.1999999999999993, 9.1999999999999993, 
    10.5, 9.8000000000000007, 11, 8.9000000000000004, 10.6, 9.1999999999999993, 
    9.8000000000000007, 10, 9.5999999999999996, 9.8000000000000007, 
    9.4000000000000004, 9.4000000000000004, 10, 10.5, 9.9000000000000004, 
    10.800000000000001, 10.6, 9.4000000000000004, 9.5, 10.800000000000001, 
    10.199999999999999, 10, 9.0999999999999996, 9.3000000000000007, 
    10.4, 10.5, 10.4, 9.8000000000000007, 9.4000000000000004, 
    9.5999999999999996, 11, 10.1, 10.4, 10.300000000000001, 11, 
    10.4, 9.9000000000000004, 9.9000000000000004, 9.1999999999999993, 
    9, 10.1, 9.6999999999999993, 9.6999999999999993, 10.6, 10, 
    9.4000000000000004, 9.5, 9.8000000000000007, 10.199999999999999, 
    9.5999999999999996, 10.9, 9.9000000000000004, 8.9000000000000004, 
    9.0999999999999996, 9.0999999999999996, 9.8000000000000007, 
    9.4000000000000004, 9.5999999999999996, 10.6, 9.9000000000000004, 
    10.6, 10.199999999999999, 9.4000000000000004, 12.199999999999999, 
    8.6999999999999993, 10.9, 9.1999999999999993, 8.6999999999999993, 
    10, 9.5, 9.1999999999999993, 9.8000000000000007, 9.5999999999999996, 
    9.1999999999999993, 9.5, 11, 9.4000000000000004, 10.5, 8.9000000000000004, 
    9.1999999999999993, 9.4000000000000004, 9.9000000000000004, 
    8.5, 9.9000000000000004, 9.1999999999999993, 8.6999999999999993, 
    9.6999999999999993, 9, 8.9000000000000004, 9.5, 10.9, 9, 
    10.4, 10, 9.6999999999999993, 9.0999999999999996, 8.4000000000000004, 
    9.3000000000000007, 9.4000000000000004, 9.1999999999999993, 
    9.1999999999999993, 10.6, 9.4000000000000004, 9.8000000000000007, 
    9.5999999999999996, 9.3000000000000007, 10, 9.8000000000000007, 
    9.1999999999999993, 8.4000000000000004, 9.3000000000000007, 
    10.6, 10.6, 9.8000000000000007, 9.8000000000000007, 10, 10, 
    10.300000000000001, 9.4000000000000004, 10.699999999999999, 
    10.6, 9.5999999999999996, 9.4000000000000004, 10.800000000000001, 
    10.5, 9.5999999999999996, 9.5999999999999996, 10, 10, 9.4000000000000004, 
    10, 10.199999999999999, 10.699999999999999, 9.8000000000000007, 
    9.5999999999999996, 10.199999999999999, 9.5999999999999996, 
    10.4, 9.0999999999999996, 10.199999999999999, 10.4, 9.8000000000000007, 
    9.4000000000000004, 10, 9, 10, 10.4, 10.199999999999999, 
    10.5, 9.1999999999999993, 10.199999999999999, 9.5999999999999996, 
    10.4, 9.5999999999999996, 9.5999999999999996, 9.1999999999999993, 
    10.4, 9.0999999999999996, 10.4, 9.5999999999999996, 10.800000000000001, 
    10.5, 10.199999999999999, 10.800000000000001, 9.1999999999999993, 
    10.199999999999999, 10.5, 10.5, 9.5999999999999996, 10.4, 
    11, 10.300000000000001, 10.300000000000001, 10.800000000000001, 
    10.300000000000001, 10, 10, 9.4000000000000004, 11.5, 9, 
    11, 10.199999999999999, 9.8000000000000007, 9.0999999999999996, 
    9.5999999999999996, 9.5999999999999996, 9.5999999999999996, 
    9.8000000000000007, 9.5999999999999996, 8.5999999999999996, 
    9.8000000000000007, 9.8000000000000007, 10.5, 10, 10.199999999999999, 
    10.199999999999999, 10.699999999999999, 10.199999999999999, 
    10.4, 10.199999999999999, 10.800000000000001, 10.5, 11, 10.800000000000001, 
    11.199999999999999, 10.4, 9.8000000000000007, 10.4, 9.8000000000000007, 
    10.199999999999999, 9.8000000000000007, 10.800000000000001
    ), kne_di = c(18.800000000000001, 20.600000000000001, 19.699999999999999, 
    20.899999999999999, 20.699999999999999, 18.800000000000001, 
    20.800000000000001, 21, 18.899999999999999, 21.100000000000001, 
    19.399999999999999, 20.899999999999999, 21.5, 18.800000000000001, 
    17.800000000000001, 20.699999999999999, 21.199999999999999, 
    19.699999999999999, 20.800000000000001, 20.699999999999999, 
    19.199999999999999, 20.399999999999999, 18.600000000000001, 
    19.800000000000001, 19.399999999999999, 22.199999999999999, 
    20.199999999999999, 20.800000000000001, 18.899999999999999, 
    18.600000000000001, 19.100000000000001, 18.199999999999999, 
    21.199999999999999, 20.899999999999999, 18.800000000000001, 
    18.600000000000001, 18.5, 19, 19, 21, 19.800000000000001, 
    19.699999999999999, 19.5, 20, 20.199999999999999, 22.399999999999999, 
    20, 20.699999999999999, 18, 17.300000000000001, 18.399999999999999, 
    19.800000000000001, 20.600000000000001, 19.399999999999999, 
    17, 18.800000000000001, 18.199999999999999, 19.800000000000001, 
    21.5, 19.699999999999999, 20.699999999999999, 20.800000000000001, 
    19.5, 20.199999999999999, 19.399999999999999, 20.399999999999999, 
    18.899999999999999, 18.5, 18.600000000000001, 19, 21, 18.899999999999999, 
    19.199999999999999, 18.899999999999999, 18.899999999999999, 
    19.300000000000001, 18.399999999999999, 18.600000000000001, 
    19.800000000000001, 20.199999999999999, 18.199999999999999, 
    21.600000000000001, 18.800000000000001, 19.5, 18.300000000000001, 
    18.5, 20.199999999999999, 20, 17.800000000000001, 19.100000000000001, 
    19.800000000000001, 18.699999999999999, 18.800000000000001, 
    19.100000000000001, 20.899999999999999, 20, 18.5, 19.100000000000001, 
    21.100000000000001, 20.600000000000001, 19.199999999999999, 
    20.199999999999999, 18.699999999999999, 19, 16.899999999999999, 
    17.899999999999999, 20.5, 19.5, 18.899999999999999, 19.5, 
    19.100000000000001, 19.800000000000001, 18, 19.399999999999999, 
    20.199999999999999, 19, 19, 21.600000000000001, 20.399999999999999, 
    18.800000000000001, 19.699999999999999, 20, 19, 23, 18.199999999999999, 
    19.600000000000001, 20.5, 21.199999999999999, 19.199999999999999, 
    20.899999999999999, 19.100000000000001, 21.199999999999999, 
    19.699999999999999, 20.5, 19, 21, 18.399999999999999, 20.399999999999999, 
    18.600000000000001, 19.300000000000001, 21.399999999999999, 
    19.800000000000001, 19.600000000000001, 18, 20.399999999999999, 
    18.899999999999999, 20.699999999999999, 18, 19.600000000000001, 
    20.399999999999999, 19.600000000000001, 17.600000000000001, 
    19.399999999999999, 19.5, 21.5, 18.699999999999999, 19.100000000000001, 
    18.899999999999999, 17.800000000000001, 19.5, 18.899999999999999, 
    18.600000000000001, 19.5, 18.699999999999999, 18, 20.5, 20.600000000000001, 
    19.600000000000001, 18.800000000000001, 18.399999999999999, 
    19.699999999999999, 21.199999999999999, 18.399999999999999, 
    18.5, 19.300000000000001, 19.600000000000001, 20.100000000000001, 
    19.699999999999999, 20.399999999999999, 19.5, 19.399999999999999, 
    21.199999999999999, 20, 20.5, 18.800000000000001, 18.199999999999999, 
    19.300000000000001, 18, 19.199999999999999, 19.600000000000001, 
    19, 19.600000000000001, 18.600000000000001, 19.399999999999999, 
    18.399999999999999, 17.300000000000001, 19.199999999999999, 
    18.600000000000001, 18.399999999999999, 18.699999999999999, 
    18.399999999999999, 18.800000000000001, 17.600000000000001, 
    20.199999999999999, 21.199999999999999, 18.899999999999999, 
    20.199999999999999, 20.800000000000001, 18.600000000000001, 
    20.399999999999999, 20.399999999999999, 21.800000000000001, 
    21.300000000000001, 18.300000000000001, 20.699999999999999, 
    20.600000000000001, 20.399999999999999, 20, 18.899999999999999, 
    21, 20.600000000000001, 20.199999999999999, 17.800000000000001, 
    18, 19.300000000000001, 19.100000000000001, 17.800000000000001, 
    18.800000000000001, 19, 20.5, 19, 19.100000000000001, 19.199999999999999, 
    20, 20.699999999999999, 20.199999999999999, 19.600000000000001, 
    18.399999999999999, 20.5, 20, 19, 19.300000000000001, 18.899999999999999, 
    21, 21.199999999999999, 21, 19.399999999999999, 17, 19.300000000000001, 
    17, 18.600000000000001, 17.199999999999999, 17.199999999999999, 
    17.199999999999999, 19.800000000000001, 17.800000000000001, 
    20.899999999999999, 17.100000000000001, 17.600000000000001, 
    18.100000000000001, 15.9, 16.800000000000001, 17.199999999999999, 
    16.699999999999999, 18.899999999999999, 16.199999999999999, 
    19.199999999999999, 16.399999999999999, 21.5, 18.100000000000001, 
    21, 20, 18.399999999999999, 18, 19.300000000000001, 18.800000000000001, 
    17.199999999999999, 17.199999999999999, 18.199999999999999, 
    20.300000000000001, 18, 16.5, 16.800000000000001, 18.199999999999999, 
    17.199999999999999, 17.800000000000001, 18.899999999999999, 
    18.800000000000001, 18.600000000000001, 17.899999999999999, 
    17.399999999999999, 17.300000000000001, 18.399999999999999, 
    17.600000000000001, 16.800000000000001, 18, 18, 18.399999999999999, 
    17.399999999999999, 17.899999999999999, 16.800000000000001, 
    17.600000000000001, 17.600000000000001, 18.399999999999999, 
    18.300000000000001, 18.100000000000001, 18.600000000000001, 
    18.399999999999999, 19.800000000000001, 17.100000000000001, 
    19.800000000000001, 20.699999999999999, 17.300000000000001, 
    17.800000000000001, 19.5, 18.399999999999999, 18.800000000000001, 
    18, 17.699999999999999, 17.800000000000001, 18.899999999999999, 
    19.399999999999999, 18.699999999999999, 17.399999999999999, 
    19, 18.199999999999999, 17.899999999999999, 22.100000000000001, 
    17, 19.100000000000001, 18.5, 17.5, 17.5, 16.899999999999999, 
    16.300000000000001, 17.800000000000001, 18, 18.5, 18.800000000000001, 
    18.600000000000001, 16.300000000000001, 17.5, 16.800000000000001, 
    17.199999999999999, 18, 18.199999999999999, 17.100000000000001, 
    17.800000000000001, 21, 17.100000000000001, 18.600000000000001, 
    15.699999999999999, 18, 19.100000000000001, 18.800000000000001, 
    18.199999999999999, 18.600000000000001, 16.899999999999999, 
    24.300000000000001, 16.800000000000001, 18.100000000000001, 
    18, 16.800000000000001, 18.100000000000001, 16.100000000000001, 
    16.399999999999999, 17.899999999999999, 16.600000000000001, 
    18.800000000000001, 16, 17, 17.699999999999999, 18.399999999999999, 
    17, 17.800000000000001, 16.100000000000001, 16.800000000000001, 
    16.800000000000001, 18.199999999999999, 17.300000000000001, 
    16, 17.5, 16.899999999999999, 17.899999999999999, 16.100000000000001, 
    17.5, 17.100000000000001, 18.300000000000001, 18.100000000000001, 
    18.399999999999999, 17.5, 16.600000000000001, 18.699999999999999, 
    15.9, 18.199999999999999, 18.399999999999999, 18.899999999999999, 
    18.199999999999999, 18.399999999999999, 18.800000000000001, 
    17.699999999999999, 19.600000000000001, 18, 17.600000000000001, 
    19.399999999999999, 18.600000000000001, 21.199999999999999, 
    18.399999999999999, 18, 18.100000000000001, 19.600000000000001, 
    19.399999999999999, 19, 18.399999999999999, 19, 18.600000000000001, 
    18.399999999999999, 17.300000000000001, 20, 18.899999999999999, 
    18.600000000000001, 17.899999999999999, 18.600000000000001, 
    17.899999999999999, 19.199999999999999, 17.699999999999999, 
    17.100000000000001, 20, 18.199999999999999, 18.199999999999999, 
    17.899999999999999, 17.800000000000001, 19, 16, 17.300000000000001, 
    18.800000000000001, 17.600000000000001, 18.899999999999999, 
    17.5, 17.399999999999999, 18.399999999999999, 18.600000000000001, 
    18.800000000000001, 19.5, 17.600000000000001, 18.399999999999999, 
    18.399999999999999, 20.399999999999999, 16.800000000000001, 
    17.199999999999999, 17.300000000000001, 18.399999999999999, 
    17.399999999999999, 18.600000000000001, 17.199999999999999, 
    19.600000000000001, 20, 19.199999999999999, 17.600000000000001, 
    17.800000000000001, 18.399999999999999, 17.899999999999999, 
    18.699999999999999, 16.399999999999999, 18.199999999999999, 
    20.600000000000001, 18.699999999999999, 17.5, 19.399999999999999, 
    19.100000000000001, 18.199999999999999, 17.800000000000001, 
    17, 22.600000000000001, 17, 19.199999999999999, 18.199999999999999, 
    17.600000000000001, 18.199999999999999, 16.800000000000001, 
    16.600000000000001, 17.800000000000001, 17.899999999999999, 
    17, 16.399999999999999, 17.199999999999999, 18, 19.5, 17.100000000000001, 
    17.5, 17.699999999999999, 17, 16.800000000000001, 17, 17.899999999999999, 
    17.899999999999999, 18.399999999999999, 18.899999999999999, 
    20.199999999999999, 18.399999999999999, 17.600000000000001, 
    18.899999999999999, 19.5, 17.300000000000001, 18, 18.600000000000001, 
    18.699999999999999), ank_di = c(14.1, 15.1, 14.1, 15, 14.9, 
    13.9, 15.6, 14.6, 13.199999999999999, 15, 14.5, 16, 15.4, 
    13.199999999999999, 14, 14, 16, 14.699999999999999, 14.800000000000001, 
    15.5, 13.9, 14.4, 13.800000000000001, 14.1, 14.699999999999999, 
    14.9, 15.300000000000001, 14.5, 13.199999999999999, 13.199999999999999, 
    15.800000000000001, 14, 15.1, 15, 12.9, 14, 13, 14, 15.4, 
    16.399999999999999, 15.199999999999999, 13.800000000000001, 
    14.9, 16, 16, 16.300000000000001, 15.300000000000001, 16.5, 
    14.4, 13.4, 14.4, 14.199999999999999, 15.4, 15, 13, 13, 14.800000000000001, 
    16.199999999999999, 15.4, 14.4, 16.5, 16.300000000000001, 
    14.6, 15.5, 14.800000000000001, 14.300000000000001, 14.4, 
    13.199999999999999, 13.199999999999999, 13.800000000000001, 
    14.800000000000001, 14.300000000000001, 13.800000000000001, 
    13.6, 14.6, 14.199999999999999, 14, 12.300000000000001, 14.199999999999999, 
    15.199999999999999, 13.9, 14.1, 13.6, 14.6, 13.199999999999999, 
    12.9, 13.6, 14.4, 13.199999999999999, 14.699999999999999, 
    13.800000000000001, 13.800000000000001, 13.5, 13.199999999999999, 
    15.1, 13.4, 12.800000000000001, 13.1, 14.9, 14.4, 15.199999999999999, 
    15.199999999999999, 13.4, 13.9, 12.6, 13.5, 16.800000000000001, 
    15.300000000000001, 14.800000000000001, 14.9, 15, 15.199999999999999, 
    14.300000000000001, 15.4, 15.4, 14.5, 15.6, 16.399999999999999, 
    15.199999999999999, 13.6, 15.6, 15.199999999999999, 14.4, 
    16.300000000000001, 13.300000000000001, 14.800000000000001, 
    17.199999999999999, 15.199999999999999, 13.800000000000001, 
    16.5, 15, 16.399999999999999, 15.800000000000001, 15.300000000000001, 
    15.1, 15.6, 14.800000000000001, 15, 14.800000000000001, 14.5, 
    15.1, 15.4, 15.6, 15.1, 15.4, 15.199999999999999, 15.4, 14.300000000000001, 
    15.300000000000001, 15.800000000000001, 14.300000000000001, 
    14.199999999999999, 14.6, 14.800000000000001, 15.800000000000001, 
    14.300000000000001, 14.6, 14.300000000000001, 14.6, 15.800000000000001, 
    14.1, 15, 16.100000000000001, 15.199999999999999, 15, 14.800000000000001, 
    14.300000000000001, 15.1, 14.800000000000001, 14.4, 13.800000000000001, 
    15.800000000000001, 14.4, 14.5, 16, 15.4, 15.5, 13.4, 16, 
    14.300000000000001, 14.300000000000001, 16.199999999999999, 
    15.199999999999999, 15.199999999999999, 15, 14.800000000000001, 
    16.800000000000001, 13, 14.6, 16.100000000000001, 14.4, 14.800000000000001, 
    14.199999999999999, 14.199999999999999, 16.300000000000001, 
    15.5, 14.9, 14.4, 15.6, 13.800000000000001, 14.6, 15.800000000000001, 
    14.199999999999999, 14.300000000000001, 16.399999999999999, 
    13.800000000000001, 14.199999999999999, 15.300000000000001, 
    12.699999999999999, 15, 15.199999999999999, 15.800000000000001, 
    14.4, 13.199999999999999, 14.300000000000001, 15, 13.800000000000001, 
    16.899999999999999, 14.300000000000001, 15.1, 15.5, 14.5, 
    14.6, 13.800000000000001, 15.1, 14, 14.6, 14.6, 15.1, 15.199999999999999, 
    14.300000000000001, 14.5, 14.800000000000001, 15.800000000000001, 
    15.800000000000001, 14.800000000000001, 14.800000000000001, 
    15.300000000000001, 16.800000000000001, 16.100000000000001, 
    14.800000000000001, 15.800000000000001, 13.6, 16.800000000000001, 
    15.9, 14.800000000000001, 15.300000000000001, 12.300000000000001, 
    12.800000000000001, 12.199999999999999, 13, 12.4, 13.199999999999999, 
    12, 13.800000000000001, 12.699999999999999, 13.199999999999999, 
    11.9, 13.199999999999999, 12.4, 11.6, 12.199999999999999, 
    11.800000000000001, 12.6, 13.6, 11.6, 13.199999999999999, 
    12.300000000000001, 14.4, 12.300000000000001, 14.199999999999999, 
    13.1, 12.9, 12.699999999999999, 13.800000000000001, 13.1, 
    12.300000000000001, 12.300000000000001, 12.699999999999999, 
    13.6, 12.699999999999999, 11.800000000000001, 12.4, 13.1, 
    12.1, 13.800000000000001, 14, 13.6, 13.6, 13.199999999999999, 
    12.9, 12.6, 13, 13.199999999999999, 12.4, 14.4, 13.800000000000001, 
    14.300000000000001, 13, 13.4, 12.4, 12.6, 13.800000000000001, 
    13.4, 13, 12.699999999999999, 12.9, 13.6, 13.1, 13, 14.300000000000001, 
    13.1, 12.6, 12.1, 13.6, 13.800000000000001, 14.300000000000001, 
    12.4, 13.199999999999999, 14.1, 14.4, 14.300000000000001, 
    13.800000000000001, 13.1, 14.199999999999999, 13.4, 12.6, 
    14.4, 12.4, 13.5, 13.4, 12.699999999999999, 12.6, 11.9, 11.5, 
    13.5, 12.5, 13, 13.300000000000001, 13.6, 11.199999999999999, 
    11.5, 12.199999999999999, 11.800000000000001, 13.199999999999999, 
    13, 12.199999999999999, 12.199999999999999, 12.6, 12.300000000000001, 
    12.9, 11.5, 13.6, 13.4, 13.1, 12.1, 12.699999999999999, 11.699999999999999, 
    12.9, 11.300000000000001, 13.1, 11.4, 12.199999999999999, 
    13.1, 9.9000000000000004, 11.699999999999999, 12.4, 11.6, 
    12.5, 11.199999999999999, 12.9, 12.6, 12.800000000000001, 
    11.5, 11.5, 12.199999999999999, 12.1, 11, 12.5, 12.199999999999999, 
    11.1, 12.800000000000001, 12.199999999999999, 11.5, 11.9, 
    13, 12, 12.699999999999999, 13, 13, 12.1, 11.1, 12.4, 11.9, 
    12.1, 14.199999999999999, 14, 13.199999999999999, 13.800000000000001, 
    12.199999999999999, 13.800000000000001, 14.1, 14, 12.800000000000001, 
    12, 13.800000000000001, 14.5, 13.4, 12.800000000000001, 13.199999999999999, 
    13.800000000000001, 13.6, 14.4, 13, 14.4, 14.199999999999999, 
    14.199999999999999, 12.4, 13.800000000000001, 14.800000000000001, 
    14.199999999999999, 13.800000000000001, 13, 14, 11.5, 12.800000000000001, 
    13.4, 15.5, 13.800000000000001, 12.5, 13.4, 14.4, 13.6, 12.699999999999999, 
    13, 13.4, 13.4, 13.800000000000001, 13.6, 12.199999999999999, 
    13.4, 14, 13.800000000000001, 13.6, 12.9, 14.1, 13.4, 14.300000000000001, 
    12.9, 13.800000000000001, 13.199999999999999, 13.800000000000001, 
    12.9, 13.4, 12, 14.4, 14.300000000000001, 14.4, 13.4, 12.6, 
    12.800000000000001, 13.4, 14.199999999999999, 13, 13.199999999999999, 
    14.300000000000001, 13.6, 13, 14.300000000000001, 14.199999999999999, 
    13.800000000000001, 14.199999999999999, 12.199999999999999, 
    13.800000000000001, 11.800000000000001, 13.800000000000001, 
    14, 12.699999999999999, 13.199999999999999, 13.4, 12.6, 13.699999999999999, 
    13.4, 11.699999999999999, 12.6, 12.9, 12.699999999999999, 
    14.4, 12.800000000000001, 12.9, 12.4, 13, 12.9, 12.6, 13.199999999999999, 
    12.9, 13.800000000000001, 13.199999999999999, 12.800000000000001, 
    14.199999999999999, 13.800000000000001, 12.4, 14.4, 13.6, 
    13.6, 13.300000000000001, 13.800000000000001), sho_gi = c(106.2, 
    110.5, 115.09999999999999, 104.5, 107.5, 119.8, 123.5, 120.40000000000001, 
    111, 119.5, 117.09999999999999, 123.5, 116.5, 113, 107.5, 
    112, 112.2, 120, 109, 118.5, 116, 111, 117.7, 123.90000000000001, 
    120.59999999999999, 129.5, 115, 116, 107.8, 100.2, 113, 117.90000000000001, 
    112.5, 110.5, 112, 104, 114.8, 108, 111.2, 118.3, 115.2, 
    129.90000000000001, 112.90000000000001, 112.2, 117.09999999999999, 
    118.7, 109.2, 128.09999999999999, 113.3, 108.40000000000001, 
    118.7, 126.3, 124.2, 126.7, 103.3, 101.2, 104.3, 113.2, 121.90000000000001, 
    113.09999999999999, 108.5, 113.90000000000001, 112.59999999999999, 
    110.2, 108.7, 104, 115.2, 111.90000000000001, 127, 111.2, 
    122, 114.5, 109.5, 110.8, 118.8, 108, 114.3, 105.40000000000001, 
    115, 119.5, 130, 113.3, 113.2, 106.90000000000001, 113.8, 
    117.3, 124.2, 123, 117.8, 118.8, 112, 113, 116, 112.8, 125, 
    108.3, 108.2, 113, 115, 123, 120.2, 114, 102.90000000000001, 
    112.5, 104.5, 111.3, 117.2, 112.8, 104.8, 117.7, 107.7, 125.2, 
    109.09999999999999, 122.59999999999999, 117.3, 109.09999999999999, 
    116.7, 124.90000000000001, 118.59999999999999, 108.8, 121.90000000000001, 
    117.3, 115, 134.80000000000001, 113.8, 119.40000000000001, 
    117.90000000000001, 127.3, 118.8, 122.40000000000001, 111.5, 
    113.2, 115.3, 122.5, 114.40000000000001, 112.8, 112.2, 119.40000000000001, 
    108.40000000000001, 122.40000000000001, 128.80000000000001, 
    118, 116.5, 120.40000000000001, 123.09999999999999, 117.2, 
    113, 109.40000000000001, 105.7, 119.7, 118, 104.3, 114.09999999999999, 
    119, 113.8, 118, 116, 108.3, 129.19999999999999, 109.2, 124.3, 
    122.59999999999999, 122.40000000000001, 114.90000000000001, 
    111.09999999999999, 126, 115.5, 124.7, 125.3, 118.2, 124.3, 
    118.3, 122.3, 116.5, 123, 117.59999999999999, 117.5, 117.3, 
    114.5, 122.90000000000001, 115.5, 116.09999999999999, 121.59999999999999, 
    131.59999999999999, 124.5, 115.59999999999999, 117, 108.59999999999999, 
    120.2, 116.2, 115.40000000000001, 120, 110.3, 119.7, 123.5, 
    107.8, 118.7, 120.7, 118.7, 118, 105, 110.59999999999999, 
    123.09999999999999, 121, 111.7, 111, 112, 115.90000000000001, 
    121, 123.59999999999999, 120, 128.69999999999999, 124.5, 
    112.40000000000001, 112.2, 127, 115.3, 111.5, 118.3, 118, 
    127, 124.40000000000001, 112.40000000000001, 125.8, 131.69999999999999, 
    117.3, 107.59999999999999, 122.40000000000001, 117, 119, 
    123.5, 121.40000000000001, 112.3, 113.2, 121.7, 116.59999999999999, 
    117.8, 118, 131.09999999999999, 121.40000000000001, 116.3, 
    121.8, 118.2, 126.3, 121, 123.09999999999999, 114.90000000000001, 
    95, 99.5, 88, 97, 103.3, 93.5, 93.299999999999997, 94.5, 
    98.599999999999994, 115.5, 97.900000000000006, 97.700000000000003, 
    100.5, 88.700000000000003, 96.599999999999994, 92, 90, 104, 
    90.099999999999994, 104, 91, 111.40000000000001, 96.200000000000003, 
    117.09999999999999, 101.5, 95.099999999999994, 97.099999999999994, 
    101.40000000000001, 103.7, 89.200000000000003, 86, 98.099999999999994, 
    114, 95, 87, 100.8, 112.2, 98.700000000000003, 100.09999999999999, 
    100.3, 100.5, 101.2, 96, 92.799999999999997, 95.5, 98.700000000000003, 
    96.900000000000006, 91, 106.3, 99.799999999999997, 105, 106.2, 
    97.700000000000003, 97.400000000000006, 96.299999999999997, 
    98, 94.5, 101.40000000000001, 95.099999999999994, 101.09999999999999, 
    97.400000000000006, 104.8, 94.5, 103.2, 110.8, 94.599999999999994, 
    96.599999999999994, 102.8, 96.900000000000006, 95.599999999999994, 
    92.400000000000006, 93.700000000000003, 96.099999999999994, 
    100.09999999999999, 98.799999999999997, 92.200000000000003, 
    97.299999999999997, 90.5, 110.5, 103, 109, 104.8, 109.2, 
    117, 93.900000000000006, 105.5, 99.400000000000006, 89.5, 
    98.5, 94.900000000000006, 96.299999999999997, 96.799999999999997, 
    102.5, 95.200000000000003, 103, 99.099999999999994, 104.09999999999999, 
    99.5, 110.2, 107.09999999999999, 95.700000000000003, 103.40000000000001, 
    94.599999999999994, 104.5, 97.700000000000003, 96.400000000000006, 
    103, 103.40000000000001, 109.5, 110.7, 102.2, 129.5, 99.200000000000003, 
    104.7, 98.900000000000006, 98.5, 102.2, 100.2, 85.900000000000006, 
    99.799999999999997, 93.299999999999997, 107.3, 90, 101.5, 
    105.09999999999999, 101, 91.900000000000006, 112.09999999999999, 
    98.200000000000003, 102.5, 98.400000000000006, 96.799999999999997, 
    103.90000000000001, 92.700000000000003, 105, 94, 101.5, 92, 
    108.5, 93.799999999999997, 99.799999999999997, 100.3, 101.5, 
    94.700000000000003, 103.09999999999999, 94.5, 97.099999999999994, 
    98, 102.40000000000001, 109.09999999999999, 94.700000000000003, 
    98.200000000000003, 101.5, 96.599999999999994, 106.09999999999999, 
    100.09999999999999, 105.3, 99.799999999999997, 103.90000000000001, 
    111, 99, 102.5, 105.59999999999999, 99.5, 106.5, 104.09999999999999, 
    99.700000000000003, 106.59999999999999, 97.200000000000003, 
    100.8, 100.7, 99.099999999999994, 108.90000000000001, 109.8, 
    99.5, 100.5, 97.400000000000006, 105, 102.90000000000001, 
    93.900000000000006, 114.2, 95.900000000000006, 98.700000000000003, 
    91.200000000000003, 105.09999999999999, 102.3, 93.099999999999994, 
    101.7, 105, 96.400000000000006, 103.5, 99.799999999999997, 
    87, 105.2, 102.09999999999999, 101.3, 99.599999999999994, 
    99.400000000000006, 99.400000000000006, 99, 108.2, 96.400000000000006, 
    101.40000000000001, 98.200000000000003, 100.59999999999999, 
    108.40000000000001, 100.8, 94.799999999999997, 108.2, 110.7, 
    102.59999999999999, 98.099999999999994, 92, 98.599999999999994, 
    96.099999999999994, 107.7, 95.400000000000006, 99.299999999999997, 
    115.2, 96.700000000000003, 109, 95.099999999999994, 108.40000000000001, 
    98.200000000000003, 99.700000000000003, 94.400000000000006, 
    127.09999999999999, 94.900000000000006, 98.900000000000006, 
    106.40000000000001, 102.2, 110.3, 107.3, 95, 115.59999999999999, 
    99.299999999999997, 93.099999999999994, 94.900000000000006, 
    100, 98.599999999999994, 107.2, 98.299999999999997, 92.400000000000006, 
    93, 99.5, 92.799999999999997, 95.900000000000006, 96.099999999999994, 
    98.5, 103.8, 105, 100.2, 99.099999999999994, 107.59999999999999, 
    104, 108.40000000000001, 99.299999999999997, 91.900000000000006, 
    107.09999999999999, 100.5), che_gi = c(89.5, 97, 97.5, 97, 
    97.5, 99.900000000000006, 106.90000000000001, 102.5, 91, 
    93.5, 97.700000000000003, 99.5, 103, 99.599999999999994, 
    101.5, 104.09999999999999, 100, 93.799999999999997, 98.5, 
    104, 100, 100, 99, 101, 101.59999999999999, 108.8, 100, 88, 
    88.700000000000003, 84.5, 93.599999999999994, 105, 90.900000000000006, 
    91.200000000000003, 98.400000000000006, 85, 97.200000000000003, 
    91.5, 91.200000000000003, 101.09999999999999, 104.3, 110.8, 
    96.299999999999997, 102.7, 103.90000000000001, 105.59999999999999, 
    95.799999999999997, 111.2, 100, 91.599999999999994, 108, 
    109.59999999999999, 105.7, 109.09999999999999, 88.799999999999997, 
    86.099999999999994, 91.299999999999997, 100.59999999999999, 
    105.5, 97.5, 94.400000000000006, 99.599999999999994, 98.099999999999994, 
    93.599999999999994, 93.400000000000006, 92, 99.200000000000003, 
    97.599999999999994, 108.8, 91.900000000000006, 105.2, 98.299999999999997, 
    92.5, 92.5, 101.59999999999999, 94.599999999999994, 92.5, 
    88.200000000000003, 91, 106, 115, 100, 94.700000000000003, 
    92.5, 96.700000000000003, 97.400000000000006, 106.7, 106.2, 
    103.59999999999999, 98.299999999999997, 87.799999999999997, 
    99.799999999999997, 104.59999999999999, 86.5, 110, 93.200000000000003, 
    90, 98.400000000000006, 107.2, 108.3, 105.7, 88.5, 79.299999999999997, 
    90.900000000000006, 90.200000000000003, 91.599999999999994, 
    105.2, 97, 85.299999999999997, 99.599999999999994, 94.299999999999997, 
    111.8, 94.299999999999997, 106.09999999999999, 102, 94.799999999999997, 
    102.90000000000001, 115.8, 105.40000000000001, 87.099999999999994, 
    104.09999999999999, 95.799999999999997, 98.599999999999994, 
    118.7, 100.90000000000001, 98.5, 96.900000000000006, 110.7, 
    108, 109, 104.2, 100.5, 105.7, 112.40000000000001, 96.200000000000003, 
    97.5, 90.900000000000006, 108.40000000000001, 94.299999999999997, 
    109.09999999999999, 115, 104.40000000000001, 100.09999999999999, 
    108.40000000000001, 107.3, 101.8, 94.5, 91.700000000000003, 
    95.900000000000006, 110.5, 104, 86.799999999999997, 106.7, 
    102.5, 103, 95, 99, 89.700000000000003, 111.5, 94.099999999999994, 
    118.3, 106.5, 110.40000000000001, 102.3, 98.5, 111.59999999999999, 
    106.7, 110.40000000000001, 114, 101.8, 109.59999999999999, 
    100.7, 104.3, 104.2, 107.40000000000001, 101, 103, 107.2, 
    99, 100.3, 100.2, 99.799999999999997, 107.5, 110.09999999999999, 
    107, 105.59999999999999, 103.59999999999999, 97.099999999999994, 
    109.8, 103.3, 103.7, 108.5, 97.799999999999997, 112.7, 111.40000000000001, 
    95.099999999999994, 100.2, 106.3, 109.5, 106.3, 91.5, 104.90000000000001, 
    109.59999999999999, 102.5, 101.2, 98.700000000000003, 96, 
    104.2, 103, 107, 101, 112.09999999999999, 103.40000000000001, 
    100.3, 95.700000000000003, 108, 101, 98.599999999999994, 
    101.59999999999999, 99, 116.7, 105, 95.099999999999994, 106.7, 
    116.59999999999999, 103.5, 90.400000000000006, 107.5, 100.8, 
    104.2, 104.90000000000001, 112.8, 95.700000000000003, 104.90000000000001, 
    109.09999999999999, 105.40000000000001, 104.3, 100.5, 111.8, 
    109.5, 101.2, 103.3, 101.59999999999999, 103.09999999999999, 
    104.59999999999999, 104.3, 95.900000000000006, 83, 78.5, 
    75, 86.5, 91, 79.5, 77, 88, 85, 98.799999999999997, 79, 77.599999999999994, 
    85, 76.700000000000003, 76.700000000000003, 82, 79, 89.5, 
    73.5, 90, 80, 94.5, 83.799999999999997, 95.200000000000003, 
    91, 80, 81.700000000000003, 89.599999999999994, 90.900000000000006, 
    78.5, 78, 80.200000000000003, 99, 80, 75.5, 82.599999999999994, 
    94.5, 83.900000000000006, 92.799999999999997, 85.299999999999997, 
    84.400000000000006, 87.599999999999994, 81, 84.099999999999994, 
    88.200000000000003, 88.099999999999994, 84.900000000000006, 
    81.200000000000003, 91.599999999999994, 88.400000000000006, 
    87.599999999999994, 91.299999999999997, 87.200000000000003, 
    82.200000000000003, 82.099999999999994, 82.599999999999994, 
    86.5, 85.299999999999997, 84.700000000000003, 86.799999999999997, 
    85.200000000000003, 93.900000000000006, 84.5, 90.700000000000003, 
    97.400000000000006, 83.299999999999997, 82.099999999999994, 
    92.200000000000003, 83.599999999999994, 82.599999999999994, 
    77, 79.299999999999997, 84.299999999999997, 85.599999999999994, 
    85, 79.099999999999994, 85, 79, 96.200000000000003, 86, 89.799999999999997, 
    84.5, 88.200000000000003, 99.5, 76.099999999999994, 85.799999999999997, 
    82, 77.5, 85.700000000000003, 78.799999999999997, 88, 80.200000000000003, 
    85.599999999999994, 81.299999999999997, 84.599999999999994, 
    82.200000000000003, 84.900000000000006, 81.5, 89.900000000000006, 
    89.799999999999997, 80.799999999999997, 88.400000000000006, 
    80.200000000000003, 89.5, 83.700000000000003, 82.5, 85.5, 
    88.299999999999997, 91.5, 92.200000000000003, 80.5, 108, 
    80, 89.5, 84.900000000000006, 80.799999999999997, 81, 88.700000000000003, 
    74.5, 81.900000000000006, 75.799999999999997, 88, 72.599999999999994, 
    88, 86, 85.5, 80.400000000000006, 98.099999999999994, 82, 
    89, 85.799999999999997, 85.900000000000006, 82.5, 74.5, 89.400000000000006, 
    80.299999999999997, 85.599999999999994, 83, 88.200000000000003, 
    85.5, 80.599999999999994, 81, 83.599999999999994, 79.400000000000006, 
    82.900000000000006, 83.200000000000003, 78.099999999999994, 
    82.400000000000006, 90, 92.400000000000006, 86.700000000000003, 
    84, 86, 84.5, 91.200000000000003, 81.099999999999994, 87.599999999999994, 
    88.200000000000003, 88.200000000000003, 104.2, 84.799999999999997, 
    84.299999999999997, 91, 90.5, 89.599999999999994, 89.299999999999997, 
    90, 88.200000000000003, 83.5, 91, 88.200000000000003, 82.200000000000003, 
    98.900000000000006, 97.900000000000006, 81.700000000000003, 
    86.099999999999994, 87.099999999999994, 76.799999999999997, 
    87.900000000000006, 81.599999999999994, 92.299999999999997, 
    81.299999999999997, 82.200000000000003, 78.599999999999994, 
    94.299999999999997, 89.5, 81, 85.400000000000006, 86.200000000000003, 
    85.299999999999997, 86.099999999999994, 84.5, 72.599999999999994, 
    90, 95.799999999999997, 85.5, 85.700000000000003, 85.400000000000006, 
    79.099999999999994, 84.400000000000006, 90, 82.900000000000006, 
    87.299999999999997, 85.299999999999997, 87.299999999999997, 
    93.200000000000003, 84.700000000000003, 78, 90.700000000000003, 
    95, 88.700000000000003, 86.599999999999994, 82.5, 81.400000000000006, 
    79.900000000000006, 91.099999999999994, 80.099999999999994, 
    86.400000000000006, 105.2, 91.099999999999994, 96.700000000000003, 
    80.5, 90.400000000000006, 84.099999999999994, 84.200000000000003, 
    82.5, 106.90000000000001, 79.900000000000006, 93, 96.299999999999997, 
    86.799999999999997, 95.299999999999997, 93, 86.400000000000006, 
    109, 86.200000000000003, 85.299999999999997, 84.200000000000003, 
    83.700000000000003, 86.5, 98.200000000000003, 88, 80.400000000000006, 
    86, 86.400000000000006, 87.599999999999994, 80.900000000000006, 
    82.099999999999994, 89.299999999999997, 85.299999999999997, 
    89, 94.099999999999994, 90.799999999999997, 97, 95.400000000000006, 
    91.799999999999997, 87.299999999999997, 78.099999999999994, 
    90.900000000000006, 97.099999999999994), wai_gi = c(71.5, 
    79, 83.200000000000003, 77.799999999999997, 80, 82.5, 82, 
    76.799999999999997, 68.5, 77.5, 81.900000000000006, 82.599999999999994, 
    85, 85.599999999999994, 78, 82, 88.299999999999997, 73.599999999999994, 
    78.5, 87.299999999999997, 92, 80, 74.5, 90.599999999999994, 
    81.400000000000006, 89.5, 85, 73.5, 75.799999999999997, 74, 
    77.5, 74, 74, 82, 73, 70.5, 75, 72.099999999999994, 78.799999999999997, 
    77.5, 91.5, 84.900000000000006, 79.099999999999994, 77.900000000000006, 
    91.700000000000003, 86.599999999999994, 84.700000000000003, 
    90.299999999999997, 79.700000000000003, 73.099999999999994, 
    79.799999999999997, 81.599999999999994, 76.799999999999997, 
    85.900000000000006, 73.299999999999997, 69.900000000000006, 
    72.700000000000003, 82.700000000000003, 90.099999999999994, 
    82.900000000000006, 77.900000000000006, 92.5, 77.799999999999997, 
    72.700000000000003, 75, 76, 82.700000000000003, 80, 107.09999999999999, 
    76.200000000000003, 90.200000000000003, 89.400000000000006, 
    80.900000000000006, 73.5, 70.900000000000006, 76.099999999999994, 
    81, 72, 76.799999999999997, 86, 98.5, 79, 77.5, 75.200000000000003, 
    82, 79.599999999999994, 75.200000000000003, 88.599999999999994, 
    81.5, 79.900000000000006, 73.5, 80.299999999999997, 81.5, 
    74, 104, 76.200000000000003, 76.5, 81, 88.799999999999997, 
    94, 83.400000000000006, 77, 75.400000000000006, 80.299999999999997, 
    68, 80.599999999999994, 88.599999999999994, 81.099999999999994, 
    70.799999999999997, 73.299999999999997, 75.900000000000006, 
    86.200000000000003, 75, 101, 90, 75, 75.900000000000006, 
    96, 84, 67.099999999999994, 82.5, 83.700000000000003, 76.700000000000003, 
    105.2, 90.599999999999994, 85.700000000000003, 82.5, 94.700000000000003, 
    105.2, 86, 90.900000000000006, 92.400000000000006, 96.5, 
    98.400000000000006, 76.700000000000003, 94.799999999999997, 
    80.099999999999994, 97.400000000000006, 73.700000000000003, 
    76.099999999999994, 95.599999999999994, 101, 84.5, 98, 101.59999999999999, 
    87.799999999999997, 80, 81.799999999999997, 84.400000000000006, 
    85, 90, 72.900000000000006, 81, 86.5, 93.900000000000006, 
    77, 75, 80.599999999999994, 100.5, 81.200000000000003, 103.40000000000001, 
    90.299999999999997, 98, 86.5, 77.900000000000006, 89.099999999999994, 
    93.900000000000006, 85.299999999999997, 98.5, 79.5, 94.900000000000006, 
    76.5, 88.400000000000006, 84.200000000000003, 87.599999999999994, 
    83.700000000000003, 92.099999999999994, 89.900000000000006, 
    88.700000000000003, 83.900000000000006, 79.5, 84.5, 89.200000000000003, 
    90.700000000000003, 88.799999999999997, 103.59999999999999, 
    98.5, 82.900000000000006, 90.5, 84.5, 86, 84.200000000000003, 
    85.700000000000003, 112.09999999999999, 99.700000000000003, 
    84.700000000000003, 80.299999999999997, 98.599999999999994, 
    90, 86.599999999999994, 80.200000000000003, 109.2, 88.400000000000006, 
    81, 88.799999999999997, 78.099999999999994, 81.5, 87.599999999999994, 
    92.5, 97, 82, 99.5, 93.799999999999997, 79.099999999999994, 
    85.799999999999997, 90.799999999999997, 85.400000000000006, 
    91.599999999999994, 79.700000000000003, 86.099999999999994, 
    113.2, 79.5, 85.400000000000006, 97.900000000000006, 94.700000000000003, 
    86.099999999999994, 84.900000000000006, 92.200000000000003, 
    83.700000000000003, 97.799999999999997, 98.599999999999994, 
    89.5, 82.900000000000006, 90.099999999999994, 78.900000000000006, 
    80.700000000000003, 94.299999999999997, 70.200000000000003, 
    83.599999999999994, 91.900000000000006, 71.799999999999997, 
    85, 85.700000000000003, 96.5, 82.400000000000006, 86.299999999999997, 
    83.200000000000003, 66.5, 61.5, 61.200000000000003, 78, 70.5, 
    66.5, 58, 74.5, 73.5, 90.5, 66.5, 61, 69.5, 62, 63.399999999999999, 
    71, 59, 74, 60.5, 75, 65, 82.200000000000003, 70.200000000000003, 
    85, 75, 63, 70, 72.599999999999994, 78.700000000000003, 61, 
    64.200000000000003, 63.100000000000001, 85, 66, 65, 63.200000000000003, 
    83.599999999999994, 68, 75.700000000000003, 65.5, 66.900000000000006, 
    67.900000000000006, 67.799999999999997, 63.200000000000003, 
    73.099999999999994, 65.299999999999997, 65.599999999999994, 
    62.700000000000003, 81.799999999999997, 72.099999999999994, 
    68.599999999999994, 80, 64.900000000000006, 61.700000000000003, 
    64, 58.600000000000001, 68.299999999999997, 69.5, 70.5, 69.799999999999997, 
    69, 81, 71, 73.599999999999994, 96.299999999999997, 65, 62.799999999999997, 
    83, 67.599999999999994, 65.400000000000006, 61.600000000000001, 
    63.200000000000003, 59.399999999999999, 62.700000000000003, 
    66.599999999999994, 64.599999999999994, 65.700000000000003, 
    63, 78.5, 68.200000000000003, 68.5, 68.799999999999997, 69, 
    78, 62, 65.799999999999997, 65, 64.900000000000006, 71.5, 
    61.399999999999999, 75.400000000000006, 67.200000000000003, 
    69.5, 57.899999999999999, 64.400000000000006, 62.299999999999997, 
    68.700000000000003, 68, 66, 71.200000000000003, 64.799999999999997, 
    78, 60.700000000000003, 75, 68.599999999999994, 67.099999999999994, 
    68, 71, 76, 70.299999999999997, 69.5, 101.5, 67.200000000000003, 
    68.700000000000003, 66, 67.5, 65.200000000000003, 64.200000000000003, 
    61, 60.200000000000003, 62.600000000000001, 72.700000000000003, 
    58.5, 67.5, 66.099999999999994, 68, 64, 90.099999999999994, 
    64.099999999999994, 72.400000000000006, 71, 69.099999999999994, 
    66.099999999999994, 59.5, 71.5, 65, 71.5, 63, 70, 70.400000000000006, 
    64.299999999999997, 66, 70.5, 62, 67.599999999999994, 65, 
    64, 70.5, 79.200000000000003, 71.099999999999994, 74.700000000000003, 
    62.899999999999999, 70.599999999999994, 61.600000000000001, 
    74.200000000000003, 65.5, 67.700000000000003, 72.900000000000006, 
    72.099999999999994, 93.400000000000006, 60.700000000000003, 
    69.200000000000003, 75.5, 85.599999999999994, 71.599999999999994, 
    75.5, 73.700000000000003, 67.900000000000006, 71.200000000000003, 
    69.299999999999997, 75.599999999999994, 63.799999999999997, 
    83.599999999999994, 84.900000000000006, 66, 68.299999999999997, 
    63.799999999999997, 73.599999999999994, 76.299999999999997, 
    58.799999999999997, 78, 64.5, 65.799999999999997, 62.5, 77.5, 
    70, 59.399999999999999, 68.299999999999997, 77.900000000000006, 
    68.299999999999997, 72, 62.700000000000003, 58, 72.700000000000003, 
    85.400000000000006, 67.299999999999997, 70.799999999999997, 
    67.400000000000006, 66, 63.600000000000001, 71.700000000000003, 
    73.599999999999994, 66.900000000000006, 65.5, 70.400000000000006, 
    80.299999999999997, 65, 60.399999999999999, 75.299999999999997, 
    83.400000000000006, 72.200000000000003, 70.099999999999994, 
    69.799999999999997, 66.400000000000006, 61.700000000000003, 
    76.400000000000006, 63.799999999999997, 70.200000000000003, 
    88.200000000000003, 75.799999999999997, 81.5, 67.400000000000006, 
    78.299999999999997, 65.900000000000006, 62.399999999999999, 
    65.599999999999994, 96.200000000000003, 62.5, 80.5, 86.099999999999994, 
    71.299999999999997, 79.400000000000006, 72.299999999999997, 
    67.400000000000006, 94.200000000000003, 67, 69.5, 66.400000000000006, 
    67.599999999999994, 66.599999999999994, 69.700000000000003, 
    72, 64.5, 72.299999999999997, 69.099999999999994, 74.700000000000003, 
    60.799999999999997, 66.900000000000006, 68.799999999999997, 
    63.700000000000003, 71.200000000000003, 79.599999999999994, 
    77.900000000000006, 69.599999999999994, 86, 69.900000000000006, 
    63.5, 57.899999999999999, 72.200000000000003, 80.400000000000006
    ), nav_gi = c(74.5, 86.5, 82.900000000000006, 78.799999999999997, 
    82.5, 80.099999999999994, 84, 80.5, 69, 81.5, 81, 82.5, 94.5, 
    89.200000000000003, 89.5, 84, 93.5, 74.900000000000006, 86, 
    88, 91, 83.700000000000003, 75.900000000000006, 89.599999999999994, 
    81.599999999999994, 89.5, 94.5, 77.700000000000003, 83, 81, 
    82.099999999999994, 72, 78.799999999999997, 89.5, 83, 84, 
    77.200000000000003, 79.200000000000003, 78, 78, 93.200000000000003, 
    83, 78.299999999999997, 77.900000000000006, 89.400000000000006, 
    87.299999999999997, 84, 93.5, 87.099999999999994, 75.400000000000006, 
    82.5, 86.5, 83.400000000000006, 90.400000000000006, 77.900000000000006, 
    67.400000000000006, 83.200000000000003, 83.5, 89.200000000000003, 
    83.599999999999994, 79, 96.200000000000003, 77.200000000000003, 
    77.299999999999997, 79.200000000000003, 83, 84.200000000000003, 
    85.700000000000003, 107.2, 78.099999999999994, 88.599999999999994, 
    87.400000000000006, 78.5, 76.400000000000006, 76.700000000000003, 
    78, 85.200000000000003, 72, 80, 92, 106.59999999999999, 82.5, 
    80.5, 80.200000000000003, 82.200000000000003, 80.799999999999997, 
    77.799999999999997, 88.299999999999997, 83.299999999999997, 
    82.400000000000006, 77.5, 80.799999999999997, 85, 76.5, 99, 
    83.799999999999997, 77.700000000000003, 80.5, 86.799999999999997, 
    98, 86.5, 79, 78, 80.799999999999997, 67, 78, 94.700000000000003, 
    88.200000000000003, 84.900000000000006, 82.099999999999994, 
    79.099999999999994, 93.5, 82.200000000000003, 99.700000000000003, 
    92.299999999999997, 79.599999999999994, 77, 95.900000000000006, 
    90.400000000000006, 80.400000000000006, 90.099999999999994, 
    84.200000000000003, 85.799999999999997, 105, 93.299999999999997, 
    92.900000000000006, 90.799999999999997, 92, 103.40000000000001, 
    90.200000000000003, 92.700000000000003, 92.400000000000006, 
    98.200000000000003, 101.5, 83.5, 98.200000000000003, 79.799999999999997, 
    103.7, 74.5, 90.099999999999994, 101.90000000000001, 98.900000000000006, 
    84.5, 101.8, 103.8, 90.200000000000003, 85, 82.900000000000006, 
    86.799999999999997, 83.5, 86, 73.400000000000006, 80.200000000000003, 
    89, 98.599999999999994, 78, 75, 80.799999999999997, 107.3, 
    84, 106.2, 101.09999999999999, 98, 87.700000000000003, 87.299999999999997, 
    95.099999999999994, 111.8, 82.900000000000006, 103.8, 90.099999999999994, 
    94.700000000000003, 87.200000000000003, 89.599999999999994, 
    84, 89.400000000000006, 91.099999999999994, 91.299999999999997, 
    94.700000000000003, 91, 89.400000000000006, 88.700000000000003, 
    92.599999999999994, 88.400000000000006, 91.900000000000006, 
    97.5, 100.7, 99.900000000000006, 88.099999999999994, 92.299999999999997, 
    94.5, 93.799999999999997, 88.900000000000006, 89.5, 105.90000000000001, 
    102.90000000000001, 92.900000000000006, 92.400000000000006, 
    111.7, 96.200000000000003, 93.900000000000006, 85.700000000000003, 
    104.40000000000001, 92, 84.5, 90.799999999999997, 78.599999999999994, 
    80.5, 89.599999999999994, 88.5, 95.5, 82, 97.799999999999997, 
    92.700000000000003, 80.400000000000006, 94.700000000000003, 
    92.400000000000006, 86.900000000000006, 102.09999999999999, 
    82, 90.799999999999997, 102.90000000000001, 85.799999999999997, 
    84.099999999999994, 94.700000000000003, 93.099999999999994, 
    90.5, 83.700000000000003, 88.599999999999994, 82.5, 93.599999999999994, 
    99.200000000000003, 96.900000000000006, 89.599999999999994, 
    90.799999999999997, 91, 87.400000000000006, 99.400000000000006, 
    79.299999999999997, 92.700000000000003, 96.5, 82.299999999999997, 
    90.799999999999997, 91, 99, 85.700000000000003, 87.799999999999997, 
    88, 79, 70.5, 66.5, 91, 80.5, 78.5, 64, 87, 92, 103.5, 74, 
    71.799999999999997, 81.5, 74.099999999999994, 69, 69, 79, 
    92, 68.299999999999997, 80.5, 78.299999999999997, 94.200000000000003, 
    82.5, 91.200000000000003, 85, 76.5, 81.5, 86.299999999999997, 
    83.5, 73, 69.799999999999997, 78.900000000000006, 92.5, 78, 
    76.700000000000003, 70.5, 94.200000000000003, 76.099999999999994, 
    88.599999999999994, 74.400000000000006, 79.700000000000003, 
    82.700000000000003, 73, 75, 80, 75.799999999999997, 75.5, 
    75.400000000000006, 96.5, 87.299999999999997, 80.700000000000003, 
    97.900000000000006, 75.900000000000006, 66, 73.599999999999994, 
    73, 89.200000000000003, 74.900000000000006, 86.099999999999994, 
    76.5, 76.299999999999997, 93.200000000000003, 80.5, 79.799999999999997, 
    104.2, 68.200000000000003, 70.599999999999994, 101.40000000000001, 
    86.200000000000003, 74.799999999999997, 74, 75.5, 74, 74, 
    82, 82.5, 77.700000000000003, 79.200000000000003, 93.400000000000006, 
    76.200000000000003, 80.200000000000003, 70.599999999999994, 
    77.599999999999994, 87.5, 70.799999999999997, 70.5, 77.200000000000003, 
    74.5, 82, 78.799999999999997, 90, 78.299999999999997, 75.5, 
    66.400000000000006, 77.900000000000006, 68.700000000000003, 
    78.599999999999994, 84.599999999999994, 79.900000000000006, 
    85.700000000000003, 79.799999999999997, 85.599999999999994, 
    77, 95, 83, 75, 84.5, 87.099999999999994, 82.5, 82.799999999999997, 
    81, 105.5, 75.200000000000003, 81, 81, 75.400000000000006, 
    75.900000000000006, 76.799999999999997, 65.299999999999997, 
    64.200000000000003, 72.900000000000006, 76.700000000000003, 
    67.200000000000003, 79.5, 73.200000000000003, 86.099999999999994, 
    85, 90.099999999999994, 74.099999999999994, 80.299999999999997, 
    85, 77.200000000000003, 74.900000000000006, 65.5, 80.599999999999994, 
    73.299999999999997, 82, 72, 81.200000000000003, 82.400000000000006, 
    75, 73.200000000000003, 78.5, 73, 73.900000000000006, 80.900000000000006, 
    75.900000000000006, 81.599999999999994, 95.200000000000003, 
    91.5, 90.799999999999997, 76.799999999999997, 91.900000000000006, 
    81, 98.200000000000003, 82.299999999999997, 84.200000000000003, 
    97.400000000000006, 96.299999999999997, 111.09999999999999, 
    78, 85.299999999999997, 90.700000000000003, 111.7, 92.700000000000003, 
    98.900000000000006, 92.700000000000003, 86.900000000000006, 
    83, 85.900000000000006, 94.700000000000003, 81.799999999999997, 
    108.59999999999999, 98, 85, 85.299999999999997, 88.299999999999997, 
    106.3, 93.799999999999997, 77.400000000000006, 100.90000000000001, 
    80.799999999999997, 80.200000000000003, 84.5, 93.900000000000006, 
    89.599999999999994, 73.700000000000003, 84, 96, 88, 91.900000000000006, 
    78.299999999999997, 82.900000000000006, 97.200000000000003, 
    105.2, 86.900000000000006, 92.099999999999994, 85.900000000000006, 
    85, 84.900000000000006, 95.799999999999997, 86.900000000000006, 
    83.299999999999997, 76.700000000000003, 91.099999999999994, 
    98, 84.5, 79.200000000000003, 96.299999999999997, 100.5, 
    87.799999999999997, 86.200000000000003, 86.400000000000006, 
    78.5, 79.700000000000003, 98.299999999999997, 72.5, 86.700000000000003, 
    106.5, 94.400000000000006, 94.099999999999994, 77.700000000000003, 
    95.400000000000006, 83.700000000000003, 81.400000000000006, 
    81.799999999999997, 121.09999999999999, 74, 98.799999999999997, 
    107.40000000000001, 85.700000000000003, 90.900000000000006, 
    89, 86.700000000000003, 110.5, 85.299999999999997, 86.200000000000003, 
    79.299999999999997, 84.099999999999994, 87.5, 86, 86, 81.700000000000003, 
    91.700000000000003, 87.799999999999997, 77, 77.400000000000006, 
    82.400000000000006, 90.799999999999997, 85.299999999999997, 
    86.099999999999994, 103.5, 90.599999999999994, 90.200000000000003, 
    107.09999999999999, 90.400000000000006, 79.200000000000003, 
    75.099999999999994, 89.400000000000006, 100.8), hip_gi = c(93.5, 
    94.799999999999997, 95, 94, 98.5, 95.299999999999997, 101, 
    98, 89.5, 99.799999999999997, 98.400000000000006, 95, 103, 
    98, 95, 97, 105, 90.099999999999994, 94.5, 101.09999999999999, 
    98, 99.5, 92.200000000000003, 101.2, 98.799999999999997, 
    106, 105, 97, 89, 93.5, 95, 90, 96.400000000000006, 100, 
    95.400000000000006, 90, 91.299999999999997, 91, 93.200000000000003, 
    97, 103.90000000000001, 102.59999999999999, 97.099999999999994, 
    90.700000000000003, 101.8, 103.90000000000001, 101.40000000000001, 
    108.7, 98.400000000000006, 86.5, 94.799999999999997, 100.90000000000001, 
    98, 100.90000000000001, 85.700000000000003, 84.099999999999994, 
    91.400000000000006, 98, 104.5, 95.799999999999997, 91.700000000000003, 
    103.40000000000001, 90, 91.700000000000003, 94, 93, 93, 97.400000000000006, 
    108.3, 90, 100.2, 97.700000000000003, 96, 92, 95.299999999999997, 
    86.299999999999997, 92.5, 85.5, 94.5, 103, 116.5, 98.5, 92, 
    91.599999999999994, 92.700000000000003, 95, 94.5, 100.5, 
    91.799999999999997, 87.5, 94.900000000000006, 93, 92, 91.299999999999997, 
    111.7, 92.799999999999997, 91.200000000000003, 96.200000000000003, 
    100, 108.2, 101.09999999999999, 93, 88.599999999999994, 92.799999999999997, 
    81.5, 91.299999999999997, 94.700000000000003, 93.900000000000006, 
    89.400000000000006, 89.299999999999997, 92.599999999999994, 
    96.299999999999997, 88, 105.5, 102.3, 91.599999999999994, 
    93.400000000000006, 103.59999999999999, 94.799999999999997, 
    85.900000000000006, 98.400000000000006, 98.400000000000006, 
    93.299999999999997, 115.5, 97.700000000000003, 98.599999999999994, 
    94.900000000000006, 101.3, 108.09999999999999, 98, 100.2, 
    97, 97.400000000000006, 107.90000000000001, 93.900000000000006, 
    98.599999999999994, 91.299999999999997, 105.3, 88.200000000000003, 
    93.299999999999997, 107.90000000000001, 103.3, 94.400000000000006, 
    101.5, 110, 98.400000000000006, 95, 98.299999999999997, 99, 
    95.700000000000003, 96, 89.5, 93.700000000000003, 97, 103.59999999999999, 
    93, 90, 90, 109.5, 91.599999999999994, 108.5, 101.59999999999999, 
    99.599999999999994, 91.900000000000006, 90.799999999999997, 
    104.8, 111.40000000000001, 96.5, 108.09999999999999, 95.299999999999997, 
    104.3, 96.299999999999997, 98.799999999999997, 93.200000000000003, 
    106.7, 99.900000000000006, 103.8, 107.09999999999999, 100, 
    103.90000000000001, 95.299999999999997, 99.5, 107, 101.7, 
    103.8, 100.59999999999999, 103.59999999999999, 91.200000000000003, 
    95.200000000000003, 98.200000000000003, 97.099999999999994, 
    97.5, 94.900000000000006, 106.3, 105.8, 96.700000000000003, 
    96.400000000000006, 118.7, 104.3, 95.900000000000006, 89.200000000000003, 
    101.7, 95.099999999999994, 105, 101.3, 92, 89.5, 100.5, 94, 
    104.5, 98, 107.40000000000001, 112.2, 94.299999999999997, 
    106.8, 100.3, 101.8, 106.7, 98.400000000000006, 101.3, 107.90000000000001, 
    92.700000000000003, 94.299999999999997, 104.59999999999999, 
    103.3, 96.700000000000003, 97.900000000000006, 97.5, 97.700000000000003, 
    102.5, 103.3, 100.90000000000001, 94.799999999999997, 96.599999999999994, 
    98.099999999999994, 95.5, 100.40000000000001, 92, 101.5, 
    103.3, 87.599999999999994, 97.900000000000006, 95.900000000000006, 
    111.8, 99.900000000000006, 103.3, 100.59999999999999, 92, 
    90.5, 91, 99.5, 91.5, 94, 85.5, 104, 104.09999999999999, 
    108.09999999999999, 90.299999999999997, 91.599999999999994, 
    94.400000000000006, 80.900000000000006, 87.700000000000003, 
    88.5, 88.5, 101, 88.5, 99, 91, 110.2, 94.200000000000003, 
    111, 103, 90, 96, 93.700000000000003, 101.5, 82.5, 89, 93.900000000000006, 
    106.40000000000001, 92, 86, 89.099999999999994, 104.09999999999999, 
    88, 102.59999999999999, 95.900000000000006, 98.799999999999997, 
    93.5, 92.900000000000006, 86.900000000000006, 94.900000000000006, 
    95.299999999999997, 93.299999999999997, 90, 99.299999999999997, 
    95.599999999999994, 95.799999999999997, 104.59999999999999, 
    92.200000000000003, 80.700000000000003, 98.099999999999994, 
    89.599999999999994, 94, 94.700000000000003, 94.099999999999994, 
    93.700000000000003, 86.700000000000003, 105.90000000000001, 
    97.5, 105.3, 102.59999999999999, 91.599999999999994, 83.900000000000006, 
    108.09999999999999, 99.099999999999994, 89.299999999999997, 
    89.900000000000006, 85.799999999999997, 85.799999999999997, 
    96, 98.700000000000003, 94.900000000000006, 90.5, 86.599999999999994, 
    103, 97.900000000000006, 98.099999999999994, 94.799999999999997, 
    96.5, 103, 86.799999999999997, 89.299999999999997, 89.5, 
    88.400000000000006, 100.5, 94, 101.3, 95.5, 95.299999999999997, 
    84.099999999999994, 91, 83.900000000000006, 93.099999999999994, 
    92.299999999999997, 97.099999999999994, 97.5, 92, 112.09999999999999, 
    89.900000000000006, 104.90000000000001, 94.200000000000003, 
    90.400000000000006, 99.5, 98.700000000000003, 103.5, 100, 
    95.200000000000003, 114, 91.200000000000003, 93.799999999999997, 
    92, 85.799999999999997, 95.400000000000006, 88.400000000000006, 
    84.5, 91.700000000000003, 87.400000000000006, 95.900000000000006, 
    84.299999999999997, 96.5, 91.799999999999997, 101, 92.599999999999994, 
    95.200000000000003, 96, 89.900000000000006, 92.700000000000003, 
    94.099999999999994, 93.799999999999997, 78.799999999999997, 
    96, 84.900000000000006, 97.5, 86, 96.799999999999997, 93.5, 
    93, 90.200000000000003, 91.900000000000006, 88.5, 90.200000000000003, 
    97.599999999999994, 95, 98, 97.400000000000006, 98.200000000000003, 
    100, 95.5, 101.90000000000001, 87.599999999999994, 102.59999999999999, 
    90.400000000000006, 92, 102.2, 106.7, 109.8, 89.099999999999994, 
    93, 98.599999999999994, 112.09999999999999, 95, 100.2, 101.2, 
    100.8, 96.5, 93.200000000000003, 95.799999999999997, 97.599999999999994, 
    108.3, 102.40000000000001, 94.299999999999997, 96.5, 94, 
    106.2, 98.599999999999994, 89.299999999999997, 106.90000000000001, 
    91.900000000000006, 89.099999999999994, 95.5, 101.09999999999999, 
    98.900000000000006, 83.299999999999997, 94, 100.09999999999999, 
    93.799999999999997, 103.90000000000001, 93.5, 90.200000000000003, 
    100.2, 109.5, 97.599999999999994, 96.900000000000006, 90.299999999999997, 
    94.799999999999997, 92.700000000000003, 108.40000000000001, 
    94.700000000000003, 90.599999999999994, 90.799999999999997, 
    96.700000000000003, 101.2, 94.700000000000003, 87, 103.59999999999999, 
    107.5, 96.099999999999994, 97.599999999999994, 100.2, 91.599999999999994, 
    94.700000000000003, 107, 86.299999999999997, 97.799999999999997, 
    107.90000000000001, 103.3, 94.900000000000006, 95.099999999999994, 
    104.90000000000001, 96.299999999999997, 90.400000000000006, 
    92.799999999999997, 128.30000000000001, 87.599999999999994, 
    107.2, 112, 94, 102.7, 92, 98.400000000000006, 103.5, 96.700000000000003, 
    90.599999999999994, 92, 90.400000000000006, 96.700000000000003, 
    94.900000000000006, 95.5, 88.400000000000006, 97.799999999999997, 
    95.400000000000006, 97.700000000000003, 84.599999999999994, 
    91.599999999999994, 103.3, 96.299999999999997, 93.5, 104.3, 
    96.299999999999997, 98.299999999999997, 112.09999999999999, 
    101, 89.5, 86.900000000000006, 98.599999999999994, 102.2), 
    thi_gi = c(51.5, 51.5, 57.299999999999997, 53, 55.399999999999999, 
    57.5, 60.899999999999999, 56, 50, 59.799999999999997, 60.5, 
    58.5, 59, 59.100000000000001, 57, 56, 65.799999999999997, 
    54.100000000000001, 55, 59.5, 57.5, 57, 53.399999999999999, 
    59.5, 61.299999999999997, 59.5, 62, 56.299999999999997, 52.600000000000001, 
    50.5, 56.5, 54.200000000000003, 51.799999999999997, 57.5, 
    56.299999999999997, 50, 49.5, 54.899999999999999, 55.799999999999997, 
    55, 62, 66.400000000000006, 60.100000000000001, 56.700000000000003, 
    61, 63.200000000000003, 60, 66.900000000000006, 61.100000000000001, 
    50.600000000000001, 58.299999999999997, 61.700000000000003, 
    56.799999999999997, 61.299999999999997, 46.899999999999999, 
    50.799999999999997, 51.200000000000003, 55.799999999999997, 
    62.700000000000003, 52.600000000000001, 57.100000000000001, 
    58.5, 52.399999999999999, 51.899999999999999, 53.799999999999997, 
    54.5, 56.600000000000001, 57.799999999999997, 67, 52, 60.799999999999997, 
    54.799999999999997, 59, 53.100000000000001, 56, 52.399999999999999, 
    54.700000000000003, 50.200000000000003, 54.600000000000001, 
    60.600000000000001, 67.799999999999997, 62.100000000000001, 
    54.200000000000003, 49.600000000000001, 54.600000000000001, 
    54.200000000000003, 57.399999999999999, 63.399999999999999, 
    55, 54.399999999999999, 53.5, 55.399999999999999, 54.100000000000001, 
    53.5, 63.200000000000003, 55.200000000000003, 54.200000000000003, 
    56, 61, 66.799999999999997, 61.299999999999997, 51.700000000000003, 
    50, 53.899999999999999, 49.5, 55, 58.299999999999997, 53.5, 
    55.799999999999997, 55.399999999999999, 54.399999999999999, 
    59.100000000000001, 53.799999999999997, 60.200000000000003, 
    60, 49.399999999999999, 55, 62.200000000000003, 57.600000000000001, 
    46.799999999999997, 57.700000000000003, 56.200000000000003, 
    56, 69.900000000000006, 58, 55.5, 54.399999999999999, 60.100000000000001, 
    60.5, 59.5, 51.799999999999997, 50.899999999999999, 54.299999999999997, 
    67.400000000000006, 50.399999999999999, 48.299999999999997, 
    56.200000000000003, 55.600000000000001, 52.299999999999997, 
    51.700000000000003, 64.599999999999994, 54.399999999999999, 
    54.700000000000003, 56.899999999999999, 57.799999999999997, 
    55.600000000000001, 52, 56.299999999999997, 55, 59, 52.5, 
    51, 54.799999999999997, 57, 60.5, 52, 50.600000000000001, 
    55.5, 61.799999999999997, 51.5, 60.5, 57.200000000000003, 
    56.700000000000003, 55, 50.799999999999997, 62.700000000000003, 
    62.799999999999997, 57, 61.299999999999997, 54.799999999999997, 
    59, 54.200000000000003, 54.799999999999997, 55, 60.899999999999999, 
    56.799999999999997, 56.600000000000001, 59.200000000000003, 
    57.5, 59.799999999999997, 52.5, 59.200000000000003, 56.899999999999999, 
    58, 61, 55.299999999999997, 57.5, 51.700000000000003, 52.399999999999999, 
    53.700000000000003, 53.100000000000001, 58.799999999999997, 
    51.700000000000003, 56.899999999999999, 57.799999999999997, 
    54.600000000000001, 53.799999999999997, 70, 63.5, 53.600000000000001, 
    48.5, 56.399999999999999, 52.5, 56, 62.5, 56.5, 52, 60.700000000000003, 
    55, 56.600000000000001, 59, 60.5, 66.200000000000003, 51, 
    60.600000000000001, 56.5, 57, 57.799999999999997, 58.100000000000001, 
    56, 57.700000000000003, 51.799999999999997, 52.700000000000003, 
    60.799999999999997, 58, 55.200000000000003, 51.799999999999997, 
    53.700000000000003, 53.299999999999997, 58, 55.299999999999997, 
    54.899999999999999, 51.899999999999999, 55, 55.700000000000003, 
    56.799999999999997, 59.100000000000001, 51.700000000000003, 
    59.5, 57.700000000000003, 50.100000000000001, 55.200000000000003, 
    50.899999999999999, 62.299999999999997, 63.299999999999997, 
    59.700000000000003, 57.799999999999997, 53.5, 57.700000000000003, 
    53, 61.5, 55, 54, 49.5, 64, 65.299999999999997, 61.100000000000001, 
    52, 53, 55.799999999999997, 48.799999999999997, 54, 54.5, 
    51.200000000000003, 61.5, 54, 59, 53.5, 69, 54.100000000000001, 
    68, 62, 51.100000000000001, 57.899999999999999, 56.399999999999999, 
    59.899999999999999, 49.5, 53, 57.100000000000001, 65.599999999999994, 
    52.5, 51, 55.799999999999997, 61.5, 52.200000000000003, 64.299999999999997, 
    53.700000000000003, 59.200000000000003, 57, 55.799999999999997, 
    52.100000000000001, 57.200000000000003, 55.700000000000003, 
    57.399999999999999, 54, 60.700000000000003, 59.200000000000003, 
    56.600000000000001, 62.700000000000003, 53.100000000000001, 
    50.299999999999997, 56.799999999999997, 54.899999999999999, 
    57, 55.700000000000003, 54.600000000000001, 55.700000000000003, 
    51.5, 65.5, 59.5, 65.799999999999997, 57.5, 55.299999999999997, 
    51.5, 65, 57.5, 53.700000000000003, 53.600000000000001, 51.600000000000001, 
    51, 61.5, 60.299999999999997, 54, 56.100000000000001, 48.5, 
    59.600000000000001, 59.799999999999997, 62, 56.5, 57.600000000000001, 
    64.799999999999997, 52.600000000000001, 57.399999999999999, 
    53.399999999999999, 53.399999999999999, 60.399999999999999, 
    56.399999999999999, 63.100000000000001, 54.700000000000003, 
    57.600000000000001, 49, 53.399999999999999, 52.799999999999997, 
    55.200000000000003, 55.399999999999999, 59, 58.200000000000003, 
    57.399999999999999, 75.700000000000003, 53.299999999999997, 
    63.200000000000003, 58, 53.200000000000003, 60.799999999999997, 
    59.200000000000003, 64.799999999999997, 59.600000000000001, 
    56.200000000000003, 70, 53.600000000000001, 58, 56.200000000000003, 
    53.799999999999997, 58.5, 56, 51.5, 53.299999999999997, 54, 
    56.600000000000001, 52.200000000000003, 56.299999999999997, 
    54.399999999999999, 59.600000000000001, 54.799999999999997, 
    53.799999999999997, 53.700000000000003, 52.600000000000001, 
    57.299999999999997, 56.200000000000003, 54.200000000000003, 
    46.299999999999997, 56.899999999999999, 50.799999999999997, 
    63, 53, 59.799999999999997, 57.5, 55.600000000000001, 54.799999999999997, 
    56.799999999999997, 53.600000000000001, 56.399999999999999, 
    62.200000000000003, 55.899999999999999, 61.399999999999999, 
    61.700000000000003, 55.299999999999997, 59.399999999999999, 
    52.799999999999997, 62, 51.600000000000001, 61.5, 53.299999999999997, 
    54.299999999999997, 60.100000000000001, 62, 67.700000000000003, 
    52.600000000000001, 53.899999999999999, 62.700000000000003, 
    64.299999999999997, 56.799999999999997, 57.799999999999997, 
    57.399999999999999, 60.200000000000003, 52.399999999999999, 
    55.399999999999999, 58.5, 59, 63, 59.899999999999999, 56.399999999999999, 
    55.100000000000001, 56.100000000000001, 61.700000000000003, 
    55.5, 51.600000000000001, 65.5, 53.399999999999999, 55.399999999999999, 
    57.299999999999997, 61.600000000000001, 55, 50.200000000000003, 
    57.299999999999997, 60.700000000000003, 54.700000000000003, 
    57.5, 52.5, 52.5, 57.899999999999999, 68.299999999999997, 
    58.799999999999997, 57.899999999999999, 54.700000000000003, 
    57.399999999999999, 54.399999999999999, 68.5, 52.899999999999999, 
    54.399999999999999, 56.399999999999999, 55.600000000000001, 
    61.200000000000003, 54.799999999999997, 49.5, 59.899999999999999, 
    67.400000000000006, 61.100000000000001, 55.600000000000001, 
    59, 54.600000000000001, 56.5, 64.5, 51.5, 58.5, 63.100000000000001, 
    60.5, 54.799999999999997, 56.299999999999997, 63.100000000000001, 
    57, 53.200000000000003, 56.200000000000003, 72.299999999999997, 
    51.600000000000001, 63, 69.400000000000006, 59.200000000000003, 
    63, 54.700000000000003, 59.100000000000001, 57.799999999999997, 
    56.200000000000003, 51.700000000000003, 53.399999999999999, 
    52.399999999999999, 59.299999999999997, 59.100000000000001, 
    57.299999999999997, 52.399999999999999, 59.100000000000001, 
    59.5, 57, 51, 53.399999999999999, 63, 55.5, 56.100000000000001, 
    66.5, 56.200000000000003, 56.299999999999997, 64.400000000000006, 
    60.600000000000001, 55.200000000000003, 51.799999999999997, 
    59, 57.399999999999999), bic_gi = c(32.5, 34.399999999999999, 
    33.399999999999999, 31, 32, 33, 42.399999999999999, 34.100000000000001, 
    33, 36.5, 34.600000000000001, 38.5, 33.5, 35.600000000000001, 
    36, 34.5, 37, 31.199999999999999, 34.5, 37, 32, 37, 31.199999999999999, 
    37, 39.399999999999999, 37.5, 35.5, 32.5, 31.199999999999999, 
    27.5, 32.799999999999997, 34.100000000000001, 29.800000000000001, 
    32.799999999999997, 36.399999999999999, 29, 31, 29.5, 31.899999999999999, 
    37.700000000000003, 36.299999999999997, 42.299999999999997, 
    35.5, 35.399999999999999, 35.700000000000003, 37.799999999999997, 
    35, 40.200000000000003, 36.299999999999997, 30.800000000000001, 
    39.799999999999997, 39.5, 37.899999999999999, 40.100000000000001, 
    30.5, 31.5, 27.800000000000001, 33.100000000000001, 36.299999999999997, 
    34.5, 31.199999999999999, 34.5, 33.200000000000003, 32.100000000000001, 
    34.200000000000003, 29.5, 32.399999999999999, 33.799999999999997, 
    39.600000000000001, 30.699999999999999, 35.700000000000003, 
    31, 31.5, 30.600000000000001, 36, 28.600000000000001, 32.299999999999997, 
    28.600000000000001, 33.200000000000003, 34, 35.799999999999997, 
    34, 30.899999999999999, 29.199999999999999, 32, 32.600000000000001, 
    36.700000000000003, 36.899999999999999, 33, 33.5, 34.299999999999997, 
    33.299999999999997, 33, 30.5, 37.5, 31.199999999999999, 33.100000000000001, 
    32, 34.600000000000001, 35.600000000000001, 34.700000000000003, 
    33.5, 25.600000000000001, 32.5, 27, 30.699999999999999, 36.899999999999999, 
    33.700000000000003, 28.699999999999999, 36.299999999999997, 
    33.200000000000003, 36.299999999999997, 36.299999999999997, 
    38.600000000000001, 34.600000000000001, 30, 35.200000000000003, 
    38.200000000000003, 38.700000000000003, 30.300000000000001, 
    37.899999999999999, 33.700000000000003, 35.700000000000003, 
    39.399999999999999, 34.799999999999997, 35.299999999999997, 
    32.799999999999997, 37.200000000000003, 38, 40, 30.100000000000001, 
    32.899999999999999, 31.899999999999999, 39.200000000000003, 
    32.100000000000001, 31.100000000000001, 32.899999999999999, 
    36.600000000000001, 29.600000000000001, 37, 37.100000000000001, 
    38.100000000000001, 33.899999999999999, 38.200000000000003, 
    34.899999999999999, 33.100000000000001, 31.5, 31, 30.5, 39.200000000000003, 
    33.5, 29.800000000000001, 35.5, 34, 34.399999999999999, 32.600000000000001, 
    32, 28.899999999999999, 37.399999999999999, 33, 35.399999999999999, 
    35.399999999999999, 36.399999999999999, 35, 35, 37.899999999999999, 
    36.200000000000003, 39, 37.200000000000003, 34.200000000000003, 
    35.899999999999999, 33.799999999999997, 35.5, 33, 38.299999999999997, 
    33.5, 33.299999999999997, 35.299999999999997, 34, 36.100000000000001, 
    34.600000000000001, 34.299999999999997, 35.600000000000001, 
    36.799999999999997, 36.700000000000003, 33.600000000000001, 
    33.700000000000003, 30.699999999999999, 35.799999999999997, 
    32.5, 33.899999999999999, 36.600000000000001, 32.200000000000003, 
    35.700000000000003, 36.5, 32.799999999999997, 35.700000000000003, 
    37.100000000000001, 39.399999999999999, 34.399999999999999, 
    28.699999999999999, 34, 39.399999999999999, 31.5, 35.200000000000003, 
    35.700000000000003, 30.300000000000001, 36.5, 36, 34.399999999999999, 
    35.399999999999999, 35.5, 34.799999999999997, 32.600000000000001, 
    33.600000000000001, 36.799999999999997, 34, 32.299999999999997, 
    36.5, 33.5, 37.399999999999999, 36.200000000000003, 31.199999999999999, 
    36.200000000000003, 42.299999999999997, 34.5, 28, 34.299999999999997, 
    32.5, 35.799999999999997, 35, 38.5, 32.200000000000003, 32.899999999999999, 
    38.5, 38.299999999999997, 35, 32.100000000000001, 40.399999999999999, 
    36.5, 34.200000000000003, 35.200000000000003, 34, 34.799999999999997, 
    38.600000000000001, 36.399999999999999, 34, 24.300000000000001, 
    27.800000000000001, 24, 28, 26.899999999999999, 26.5, 24.100000000000001, 
    29.199999999999999, 29, 33.600000000000001, 24.800000000000001, 
    25.399999999999999, 25.899999999999999, 24, 25.600000000000001, 
    26, 23.5, 31, 24.600000000000001, 28.699999999999999, 27, 
    32.5, 25.899999999999999, 34.399999999999999, 31.5, 24.600000000000001, 
    26.300000000000001, 27.399999999999999, 29.5, 24.5, 23.199999999999999, 
    26.399999999999999, 31.600000000000001, 25, 24.5, 27, 31, 
    26.199999999999999, 31, 27.800000000000001, 28.5, 29.600000000000001, 
    26.300000000000001, 26.5, 27, 27.699999999999999, 27.699999999999999, 
    25.300000000000001, 28.300000000000001, 29, 28.5, 30, 28, 
    23.699999999999999, 25.800000000000001, 27.100000000000001, 
    26, 24.899999999999999, 28, 25.399999999999999, 26.600000000000001, 
    31.300000000000001, 28, 29.5, 34.299999999999997, 27.699999999999999, 
    24.600000000000001, 29.800000000000001, 26.399999999999999, 
    26.399999999999999, 26.300000000000001, 24.199999999999999, 
    26.899999999999999, 28, 30.399999999999999, 24.699999999999999, 
    29.399999999999999, 26.399999999999999, 30.199999999999999, 
    29.800000000000001, 30.100000000000001, 27, 28.600000000000001, 
    31.100000000000001, 24.300000000000001, 27, 26, 25.600000000000001, 
    28, 27.100000000000001, 28.399999999999999, 27, 28.5, 26.600000000000001, 
    26.600000000000001, 24.399999999999999, 28.199999999999999, 
    27.399999999999999, 27, 28.199999999999999, 26.5, 33.799999999999997, 
    25.199999999999999, 29.600000000000001, 26.199999999999999, 
    27.300000000000001, 26.5, 28.199999999999999, 29.5, 30.800000000000001, 
    27.399999999999999, 40.299999999999997, 27.100000000000001, 
    30, 26.399999999999999, 24.800000000000001, 27.199999999999999, 
    29, 22.399999999999999, 26, 26.399999999999999, 29.5, 25, 
    28.399999999999999, 27.399999999999999, 28, 25.600000000000001, 
    32.100000000000001, 26.600000000000001, 27.600000000000001, 
    28.399999999999999, 28.899999999999999, 27.800000000000001, 
    23.199999999999999, 26.800000000000001, 25, 28.399999999999999, 
    24.100000000000001, 30.100000000000001, 28.300000000000001, 
    28.199999999999999, 26.800000000000001, 30.5, 24.699999999999999, 
    30.199999999999999, 27.199999999999999, 25.199999999999999, 
    27.199999999999999, 27.800000000000001, 29.600000000000001, 
    31, 26.399999999999999, 29.100000000000001, 27.399999999999999, 
    31.399999999999999, 26.800000000000001, 28.199999999999999, 
    29.899999999999999, 27.300000000000001, 35.700000000000003, 
    26.600000000000001, 27.899999999999999, 31.5, 31.300000000000001, 
    27.199999999999999, 30.300000000000001, 28.100000000000001, 
    31, 25.199999999999999, 29.699999999999999, 30, 27.800000000000001, 
    31.899999999999999, 32, 28, 26, 28.100000000000001, 31.399999999999999, 
    31.199999999999999, 25.399999999999999, 31.699999999999999, 
    25.100000000000001, 28.399999999999999, 27.399999999999999, 
    28.300000000000001, 29.300000000000001, 26.899999999999999, 
    29.800000000000001, 28.399999999999999, 27.699999999999999, 
    27.399999999999999, 24.199999999999999, 23.100000000000001, 
    30.5, 29.699999999999999, 27.199999999999999, 29.300000000000001, 
    26.899999999999999, 26.800000000000001, 26.699999999999999, 
    28.699999999999999, 25, 28.899999999999999, 27.300000000000001, 
    29.899999999999999, 31, 28.899999999999999, 26.800000000000001, 
    31.5, 34.200000000000003, 29.5, 27.600000000000001, 26.699999999999999, 
    24.199999999999999, 25.5, 32.799999999999997, 24.399999999999999, 
    28.300000000000001, 30.300000000000001, 30.399999999999999, 
    31.199999999999999, 27, 32.799999999999997, 26.600000000000001, 
    25.800000000000001, 28.800000000000001, 35.899999999999999, 
    25.699999999999999, 34.100000000000001, 31.699999999999999, 
    31.100000000000001, 29.899999999999999, 28.800000000000001, 
    29.300000000000001, 35.700000000000003, 27, 24.399999999999999, 
    24.899999999999999, 25.600000000000001, 27.300000000000001, 
    29.899999999999999, 27.600000000000001, 25.5, 31, 28.300000000000001, 
    28.100000000000001, 26.800000000000001, 26.199999999999999, 
    29.600000000000001, 26.399999999999999, 30.199999999999999, 
    36.899999999999999, 28.100000000000001, 32, 32.299999999999997, 
    30.300000000000001, 30.100000000000001, 27.399999999999999, 
    30.600000000000001, 33.200000000000003), for_gi = c(26, 28, 
    28.800000000000001, 26.199999999999999, 28.399999999999999, 
    28, 32.299999999999997, 28, 26, 29.199999999999999, 27.899999999999999, 
    30.399999999999999, 29, 29, 29, 29.5, 28.800000000000001, 
    26.899999999999999, 28.5, 30.5, 27.600000000000001, 30, 26.899999999999999, 
    28.300000000000001, 31.899999999999999, 30.100000000000001, 
    28.5, 27.800000000000001, 26.5, 24.800000000000001, 26.199999999999999, 
    28.600000000000001, 27, 28, 27.5, 26, 26.100000000000001, 
    24.5, 27.399999999999999, 29.899999999999999, 29, 30.899999999999999, 
    28.800000000000001, 28.300000000000001, 29.399999999999999, 
    29.699999999999999, 28.5, 32.399999999999999, 28.600000000000001, 
    26.100000000000001, 29.600000000000001, 31.699999999999999, 
    30.899999999999999, 30, 24.800000000000001, 26.600000000000001, 
    26, 28, 29.600000000000001, 27, 27.5, 28.399999999999999, 
    26.399999999999999, 27.399999999999999, 27.899999999999999, 
    26, 27.600000000000001, 28.600000000000001, 30.600000000000001, 
    25.800000000000001, 29.399999999999999, 26, 26.300000000000001, 
    27.100000000000001, 28.600000000000001, 23.899999999999999, 
    26.800000000000001, 24.800000000000001, 28, 29.800000000000001, 
    27.199999999999999, 28.800000000000001, 26.600000000000001, 
    26.100000000000001, 27.100000000000001, 27.399999999999999, 
    29.899999999999999, 29.399999999999999, 27.800000000000001, 
    27.300000000000001, 28.5, 28, 28, 26.100000000000001, 29, 
    26.199999999999999, 27.199999999999999, 27.399999999999999, 
    27.899999999999999, 27.300000000000001, 29.399999999999999, 
    27.899999999999999, 22.699999999999999, 28, 23.600000000000001, 
    25.300000000000001, 28.800000000000001, 28.600000000000001, 
    25.5, 32.5, 27.899999999999999, 28, 28.899999999999999, 30.300000000000001, 
    29.699999999999999, 26.5, 28.699999999999999, 30.100000000000001, 
    30.199999999999999, 25.399999999999999, 31.600000000000001, 
    28, 27.600000000000001, 32.100000000000001, 28, 28.699999999999999, 
    28.699999999999999, 30.899999999999999, 30.199999999999999, 
    31.199999999999999, 26.800000000000001, 29, 28.5, 30.5, 27.699999999999999, 
    27, 27.199999999999999, 28.399999999999999, 26.199999999999999, 
    30.600000000000001, 30, 29.800000000000001, 28.600000000000001, 
    29.899999999999999, 28.899999999999999, 28.399999999999999, 
    26.5, 25.699999999999999, 26.399999999999999, 29.899999999999999, 
    29.100000000000001, 24.800000000000001, 30.600000000000001, 
    28.399999999999999, 28.5, 28.399999999999999, 27.300000000000001, 
    25, 31.600000000000001, 27, 29.699999999999999, 28.600000000000001, 
    29.199999999999999, 28.899999999999999, 28.399999999999999, 
    31.199999999999999, 29.699999999999999, 29.800000000000001, 
    31.399999999999999, 28.5, 27.800000000000001, 27.699999999999999, 
    29.699999999999999, 25.399999999999999, 31.199999999999999, 
    27.699999999999999, 27.699999999999999, 26.899999999999999, 
    28.300000000000001, 29.399999999999999, 25.800000000000001, 
    29, 28.5, 29, 28.600000000000001, 26.899999999999999, 29, 
    25.699999999999999, 28.699999999999999, 27.800000000000001, 
    27.300000000000001, 29.899999999999999, 26.399999999999999, 
    27.800000000000001, 30.5, 25.300000000000001, 29.199999999999999, 
    27.800000000000001, 29.899999999999999, 28.600000000000001, 
    25, 29.199999999999999, 29.800000000000001, 26.5, 28.899999999999999, 
    29.199999999999999, 25, 31.100000000000001, 28, 28.899999999999999, 
    29, 28.800000000000001, 30.100000000000001, 27.199999999999999, 
    27.300000000000001, 29.300000000000001, 27.100000000000001, 
    27.899999999999999, 31, 28.300000000000001, 28.899999999999999, 
    27, 25.899999999999999, 28.699999999999999, 31.899999999999999, 
    27.699999999999999, 25.199999999999999, 27.600000000000001, 
    27.100000000000001, 29.399999999999999, 29.300000000000001, 
    28.699999999999999, 25.300000000000001, 26.5, 30.100000000000001, 
    28.600000000000001, 26.699999999999999, 26.699999999999999, 
    31.699999999999999, 29.100000000000001, 29.199999999999999, 
    29.399999999999999, 28.399999999999999, 27.5, 32, 30.399999999999999, 
    28.199999999999999, 20.5, 24, 22, 24, 22.699999999999999, 
    22.5, 22, 26.199999999999999, 23.399999999999999, 26.600000000000001, 
    21, 22.600000000000001, 22.899999999999999, 20.5, 21.600000000000001, 
    21.800000000000001, 21, 26.5, 20.600000000000001, 24.899999999999999, 
    23, 26.800000000000001, 23.199999999999999, 28.300000000000001, 
    26.5, 22.300000000000001, 22.600000000000001, 23.399999999999999, 
    25.300000000000001, 22.5, 21.199999999999999, 23.100000000000001, 
    26.600000000000001, 22.199999999999999, 20.5, 23.600000000000001, 
    25.399999999999999, 23.199999999999999, 24.899999999999999, 
    23.899999999999999, 23.699999999999999, 24.5, 23, 23.5, 24.300000000000001, 
    24.5, 24.199999999999999, 22.699999999999999, 25.199999999999999, 
    24.800000000000001, 24.100000000000001, 23.100000000000001, 
    24.199999999999999, 21.600000000000001, 23.899999999999999, 
    23.100000000000001, 22.600000000000001, 22.800000000000001, 
    23, 23.399999999999999, 22.699999999999999, 26.800000000000001, 
    23, 26.600000000000001, 26.5, 23.199999999999999, 21.399999999999999, 
    24.600000000000001, 23.300000000000001, 23.800000000000001, 
    23.100000000000001, 22.399999999999999, 23, 23.600000000000001, 
    25.199999999999999, 21.699999999999999, 23.100000000000001, 
    22.5, 25.899999999999999, 25, 26.199999999999999, 23.399999999999999, 
    25.199999999999999, 26.600000000000001, 22.300000000000001, 
    23.199999999999999, 21.399999999999999, 22.399999999999999, 
    24.199999999999999, 22.800000000000001, 22.600000000000001, 
    22.199999999999999, 24.399999999999999, 22.199999999999999, 
    23.300000000000001, 22.100000000000001, 23.800000000000001, 
    23, 24.199999999999999, 25.199999999999999, 22.600000000000001, 
    24.600000000000001, 22.399999999999999, 23.899999999999999, 
    22.100000000000001, 23.600000000000001, 24.199999999999999, 
    23.600000000000001, 25.199999999999999, 25.399999999999999, 
    23.800000000000001, 30.800000000000001, 23.199999999999999, 
    24.399999999999999, 22.600000000000001, 21.5, 25.300000000000001, 
    23.800000000000001, 19.600000000000001, 23.199999999999999, 
    21.800000000000001, 25.300000000000001, 20.699999999999999, 
    24.600000000000001, 23.800000000000001, 23.300000000000001, 
    20.699999999999999, 25.800000000000001, 23.199999999999999, 
    23.800000000000001, 23.600000000000001, 23.100000000000001, 
    24, 20.800000000000001, 22, 22.199999999999999, 23.5, 22, 
    25.199999999999999, 21.899999999999999, 23.800000000000001, 
    23.800000000000001, 24.300000000000001, 22.399999999999999, 
    24.199999999999999, 22.800000000000001, 23, 23.199999999999999, 
    23.399999999999999, 24.600000000000001, 23.699999999999999, 
    23.100000000000001, 24.199999999999999, 23.699999999999999, 
    25, 22.300000000000001, 23.800000000000001, 24.100000000000001, 
    23.100000000000001, 28.600000000000001, 22.800000000000001, 
    23.699999999999999, 24.800000000000001, 25, 24.300000000000001, 
    23.800000000000001, 23.300000000000001, 26.600000000000001, 
    21.699999999999999, 24.100000000000001, 22.199999999999999, 
    23.600000000000001, 26, 25.699999999999999, 21.100000000000001, 
    22.600000000000001, 24, 26.199999999999999, 23, 22.399999999999999, 
    26.300000000000001, 23.100000000000001, 22.899999999999999, 
    22.399999999999999, 23, 25, 22.5, 24.699999999999999, 24.300000000000001, 
    24.399999999999999, 22.399999999999999, 23.300000000000001, 
    21, 23.699999999999999, 24.5, 22.600000000000001, 24.199999999999999, 
    22.300000000000001, 22.899999999999999, 23.699999999999999, 
    25.899999999999999, 21, 23.800000000000001, 24.300000000000001, 
    23.699999999999999, 23.600000000000001, 24.399999999999999, 
    22.699999999999999, 25.399999999999999, 28.300000000000001, 
    24.600000000000001, 23.699999999999999, 23.300000000000001, 
    21.199999999999999, 23.199999999999999, 24.800000000000001, 
    22, 24.899999999999999, 25.199999999999999, 24.800000000000001, 
    25.800000000000001, 24.300000000000001, 27, 23.699999999999999, 
    23, 24.699999999999999, 30.600000000000001, 21.899999999999999, 
    27.600000000000001, 25.5, 24.399999999999999, 24.899999999999999, 
    23.199999999999999, 23.100000000000001, 25.600000000000001, 
    22.300000000000001, 22.100000000000001, 22.300000000000001, 
    23, 24, 25, 23.300000000000001, 23, 26.300000000000001, 24.699999999999999, 
    23.100000000000001, 22.800000000000001, 22.600000000000001, 
    25.100000000000001, 23, 24.399999999999999, 29, 24.300000000000001, 
    25.100000000000001, 26.399999999999999, 25.399999999999999, 
    23.600000000000001, 24, 24.899999999999999, 25.5), kne_gi = c(34.5, 
    36.5, 37, 37, 37.700000000000003, 36.600000000000001, 40.100000000000001, 
    39.200000000000003, 35.5, 38.299999999999997, 38.899999999999999, 
    39, 40.5, 35.799999999999997, 34.5, 39, 40.899999999999999, 
    36.399999999999999, 38, 39.799999999999997, 37.5, 37.5, 36.200000000000003, 
    35.399999999999999, 38.5, 39.899999999999999, 38, 39, 37, 
    34, 37.600000000000001, 36.200000000000003, 36.399999999999999, 
    40.700000000000003, 37.200000000000003, 36, 36.299999999999997, 
    36.100000000000001, 36.399999999999999, 38.299999999999997, 
    36.700000000000003, 37, 36.899999999999999, 35.600000000000001, 
    37.700000000000003, 39, 38.399999999999999, 39.200000000000003, 
    34.5, 31.699999999999999, 34.200000000000003, 38.799999999999997, 
    35.899999999999999, 36.799999999999997, 31.100000000000001, 
    32.799999999999997, 34.799999999999997, 37.899999999999999, 
    38.399999999999999, 35.200000000000003, 36.600000000000001, 
    38.399999999999999, 34.200000000000003, 33.5, 36.100000000000001, 
    37, 35.799999999999997, 36.200000000000003, 40, 34.799999999999997, 
    39.200000000000003, 36.399999999999999, 36.100000000000001, 
    36, 36, 34.5, 35.799999999999997, 34.899999999999999, 37.5, 
    38.799999999999997, 38, 39.600000000000001, 36.5, 36.200000000000003, 
    35.600000000000001, 36.5, 38.100000000000001, 38.399999999999999, 
    35.399999999999999, 36.799999999999997, 36.5, 36, 35.100000000000001, 
    36.600000000000001, 41.200000000000003, 36.799999999999997, 
    35.5, 37, 38, 39.5, 39.399999999999999, 38.399999999999999, 
    33.799999999999997, 36.5, 34, 35.5, 40.299999999999997, 35, 
    38.5, 34.299999999999997, 34.799999999999997, 38.299999999999997, 
    34.5, 39.5, 38.200000000000003, 31.699999999999999, 37, 41.200000000000003, 
    38.600000000000001, 32.700000000000003, 37.799999999999997, 
    38, 34.700000000000003, 42.200000000000003, 34.100000000000001, 
    39.299999999999997, 39.200000000000003, 40.5, 36.899999999999999, 
    38.299999999999997, 38.100000000000001, 37.700000000000003, 
    37.700000000000003, 42.600000000000001, 36.100000000000001, 
    37.700000000000003, 36.200000000000003, 38.200000000000003, 
    35.200000000000003, 36.799999999999997, 41.799999999999997, 
    39.700000000000003, 38.5, 37.700000000000003, 40.299999999999997, 
    38.200000000000003, 36.899999999999999, 35, 36.100000000000001, 
    37.899999999999999, 36, 32.600000000000001, 36.899999999999999, 
    38, 40.899999999999999, 34.399999999999999, 33.799999999999997, 
    34.600000000000001, 41, 35.200000000000003, 42.299999999999997, 
    40.399999999999999, 40.899999999999999, 38.299999999999997, 
    35.5, 41.100000000000001, 42.799999999999997, 36.799999999999997, 
    41.899999999999999, 36.600000000000001, 37.700000000000003, 
    36.399999999999999, 37.700000000000003, 35.600000000000001, 
    39, 38.700000000000003, 37.100000000000001, 36.600000000000001, 
    40.899999999999999, 37, 35.600000000000001, 36.5, 37, 36.899999999999999, 
    38.399999999999999, 37.799999999999997, 38.700000000000003, 
    33.899999999999999, 32.5, 36, 35.700000000000003, 34.200000000000003, 
    34.399999999999999, 37.299999999999997, 39, 36.600000000000001, 
    38.399999999999999, 37.5, 37.399999999999999, 35, 35.399999999999999, 
    39.299999999999997, 34.5, 38.5, 40.600000000000001, 36.399999999999999, 
    36, 40.700000000000003, 36.5, 40, 38, 42.899999999999999, 
    45.700000000000003, 36.100000000000001, 37.5, 37.5, 39.399999999999999, 
    41.799999999999997, 38, 37.700000000000003, 37.799999999999997, 
    33.899999999999999, 37.399999999999999, 37.700000000000003, 
    39.899999999999999, 37.299999999999997, 37.5, 36, 35.399999999999999, 
    39, 35.899999999999999, 35.899999999999999, 33.399999999999999, 
    35.600000000000001, 37.200000000000003, 35, 35.5, 33.200000000000003, 
    36.700000000000003, 34.600000000000001, 34.100000000000001, 
    34.899999999999999, 35, 41.700000000000003, 38.399999999999999, 
    39.299999999999997, 36.299999999999997, 32, 38.5, 32.5, 35.200000000000003, 
    33, 34, 32.5, 38.5, 35.299999999999997, 37.200000000000003, 
    32.200000000000003, 34, 36.100000000000001, 30.800000000000001, 
    34.399999999999999, 33.5, 32.5, 38.600000000000001, 29, 37, 
    32, 40.5, 34.299999999999997, 40.100000000000001, 38.200000000000003, 
    35.200000000000003, 37.200000000000003, 37, 35.399999999999999, 
    32.5, 33, 35, 39.600000000000001, 33, 31.5, 33.600000000000001, 
    37.200000000000003, 33.200000000000003, 35.5, 35.600000000000001, 
    35.899999999999999, 37.100000000000001, 32.299999999999997, 
    32.299999999999997, 34.899999999999999, 33.100000000000001, 
    35.100000000000001, 32.600000000000001, 35, 34.299999999999997, 
    35.600000000000001, 36.299999999999997, 34, 30.5, 33.700000000000003, 
    33.200000000000003, 35.899999999999999, 34.899999999999999, 
    33.5, 35.899999999999999, 31.600000000000001, 38.100000000000001, 
    34, 38.799999999999997, 38.299999999999997, 33, 34, 38.100000000000001, 
    38.5, 34, 33.299999999999997, 32.5, 32.799999999999997, 35.399999999999999, 
    35.700000000000003, 37.399999999999999, 33.200000000000003, 
    32.200000000000003, 37, 36.799999999999997, 40.899999999999999, 
    34.399999999999999, 37, 35.200000000000003, 34.200000000000003, 
    36.799999999999997, 34, 30.899999999999999, 36.600000000000001, 
    35.399999999999999, 37.600000000000001, 36, 35.200000000000003, 
    33.600000000000001, 32.700000000000003, 32.399999999999999, 
    34.600000000000001, 34.5, 37.200000000000003, 34.200000000000003, 
    31, 38.200000000000003, 34.200000000000003, 37.600000000000001, 
    32.200000000000003, 35.899999999999999, 40.5, 35.600000000000001, 
    39.200000000000003, 37, 35.399999999999999, 45.600000000000001, 
    34.600000000000001, 35.899999999999999, 35.399999999999999, 
    33, 37.5, 33.899999999999999, 30.399999999999999, 36, 34.5, 
    36.799999999999997, 31.699999999999999, 35.600000000000001, 
    35, 36.100000000000001, 32.700000000000003, 34.700000000000003, 
    35.200000000000003, 33.200000000000003, 34.200000000000003, 
    35, 35.299999999999997, 31.600000000000001, 33.799999999999997, 
    31.600000000000001, 39.100000000000001, 30, 35.799999999999997, 
    33.100000000000001, 35.600000000000001, 34.700000000000003, 
    35.799999999999997, 33.5, 34.100000000000001, 38.600000000000001, 
    32.299999999999997, 35.600000000000001, 36, 34.299999999999997, 
    35.700000000000003, 34.600000000000001, 37.200000000000003, 
    32.399999999999999, 37.600000000000001, 34.200000000000003, 
    33, 33.799999999999997, 34.600000000000001, 41.5, 32.5, 35.5, 
    37.200000000000003, 35.5, 36.200000000000003, 37.299999999999997, 
    33.899999999999999, 36.600000000000001, 33.700000000000003, 
    34.799999999999997, 34.600000000000001, 35.899999999999999, 
    38.100000000000001, 37.600000000000001, 32.100000000000001, 
    33.899999999999999, 33.100000000000001, 39.600000000000001, 
    32.299999999999997, 33.799999999999997, 38.5, 34.600000000000001, 
    33.600000000000001, 35.100000000000001, 36.5, 35.600000000000001, 
    31.699999999999999, 32.700000000000003, 34.700000000000003, 
    32.700000000000003, 36.299999999999997, 32.799999999999997, 
    35.5, 36.299999999999997, 40.299999999999997, 38.299999999999997, 
    36.5, 32.799999999999997, 32.200000000000003, 33.5, 40.5, 
    31.600000000000001, 33.899999999999999, 33.100000000000001, 
    35.299999999999997, 34.600000000000001, 34.700000000000003, 
    33.200000000000003, 35.700000000000003, 40.899999999999999, 
    39.100000000000001, 34.899999999999999, 33.5, 33, 36.700000000000003, 
    36.5, 32, 35.5, 39.200000000000003, 36.799999999999997, 34.399999999999999, 
    36.200000000000003, 39.399999999999999, 35.600000000000001, 
    34.5, 33, 49, 31.699999999999999, 38.799999999999997, 39.399999999999999, 
    35.899999999999999, 38.700000000000003, 35, 35.600000000000001, 
    34.799999999999997, 37, 33.899999999999999, 32.5, 34.5, 36, 
    37.700000000000003, 35.200000000000003, 34.5, 39.899999999999999, 
    35.600000000000001, 34.399999999999999, 34.399999999999999, 
    35, 34.399999999999999, 36.5, 37, 40.299999999999997, 38.200000000000003, 
    32.299999999999997, 35.700000000000003, 37.700000000000003, 
    35.600000000000001, 34.399999999999999, 38.399999999999999, 
    39.600000000000001), cal_gi = c(36.5, 37.5, 37.299999999999997, 
    34.799999999999997, 38.600000000000001, 36.100000000000001, 
    40.299999999999997, 36.700000000000003, 35, 38.600000000000001, 
    40.100000000000001, 38.399999999999999, 40, 36, 35, 35.700000000000003, 
    41.700000000000003, 35.600000000000001, 36.5, 42, 35.200000000000003, 
    35.5, 33.299999999999997, 40.600000000000001, 41.200000000000003, 
    41.5, 40, 38.200000000000003, 37.399999999999999, 32.799999999999997, 
    36.299999999999997, 36.600000000000001, 34.600000000000001, 
    40.100000000000001, 34.5, 34.5, 35.100000000000001, 37.200000000000003, 
    35.100000000000001, 39.600000000000001, 39.399999999999999, 
    37.700000000000003, 38.200000000000003, 35.5, 40, 40.200000000000003, 
    37.899999999999999, 40.100000000000001, 36.100000000000001, 
    33.600000000000001, 38.100000000000001, 36.5, 38.299999999999997, 
    38.600000000000001, 30.5, 36.299999999999997, 34.700000000000003, 
    39.100000000000001, 42.399999999999999, 35.200000000000003, 
    37.5, 38, 36, 33.799999999999997, 36.200000000000003, 34.5, 
    36.299999999999997, 37.399999999999999, 39.600000000000001, 
    32.600000000000001, 39.100000000000001, 35.600000000000001, 
    39, 36, 34, 37.899999999999999, 37.600000000000001, 35.100000000000001, 
    35.600000000000001, 39.5, 41.200000000000003, 40.799999999999997, 
    35.799999999999997, 35.700000000000003, 36.399999999999999, 
    38, 36, 38.600000000000001, 36.5, 37.899999999999999, 35.200000000000003, 
    37.799999999999997, 35.200000000000003, 38.600000000000001, 
    39.299999999999997, 37.700000000000003, 35.299999999999997, 
    35.5, 39.399999999999999, 43, 41.799999999999997, 38.5, 32.5, 
    35, 34.5, 34, 39.700000000000003, 37.299999999999997, 34.200000000000003, 
    34.299999999999997, 35.5, 34.700000000000003, 33.5, 39.399999999999999, 
    38.299999999999997, 30.199999999999999, 37.700000000000003, 
    39.399999999999999, 38.200000000000003, 32.100000000000001, 
    38.299999999999997, 39.600000000000001, 34.600000000000001, 
    47.700000000000003, 35.799999999999997, 35.899999999999999, 
    37, 40, 37.700000000000003, 39, 36.399999999999999, 37.700000000000003, 
    39.299999999999997, 40.700000000000003, 32.899999999999999, 
    36.799999999999997, 33, 36.600000000000001, 36.200000000000003, 
    37.700000000000003, 39.600000000000001, 41.799999999999997, 
    37.600000000000001, 39.200000000000003, 40, 37.700000000000003, 
    36.399999999999999, 33, 38.399999999999999, 37.700000000000003, 
    36.899999999999999, 33.100000000000001, 37.299999999999997, 
    37, 40.799999999999997, 34.399999999999999, 34, 37.399999999999999, 
    39.700000000000003, 35.5, 40.799999999999997, 37.799999999999997, 
    42.100000000000001, 37.799999999999997, 35, 41.200000000000003, 
    39.299999999999997, 36, 42.100000000000001, 36.200000000000003, 
    36.799999999999997, 38.200000000000003, 37, 36.399999999999999, 
    42.600000000000001, 41.799999999999997, 37.399999999999999, 
    32.299999999999997, 38.799999999999997, 36.5, 35.100000000000001, 
    38.5, 37.600000000000001, 38.899999999999999, 39.5, 37.899999999999999, 
    36.700000000000003, 33.399999999999999, 36.5, 36.299999999999997, 
    36.600000000000001, 34.799999999999997, 32.600000000000001, 
    36.600000000000001, 41.200000000000003, 35, 37, 39.200000000000003, 
    37.299999999999997, 34.100000000000001, 32.299999999999997, 
    38.5, 34, 36.899999999999999, 39.200000000000003, 37, 35, 
    38.399999999999999, 37, 38.5, 42, 38.700000000000003, 43.600000000000001, 
    32.700000000000003, 41.799999999999997, 36.299999999999997, 
    37.100000000000001, 41.5, 38.100000000000001, 38.299999999999997, 
    37.399999999999999, 28.899999999999999, 34.399999999999999, 
    39.399999999999999, 39.600000000000001, 34.799999999999997, 
    36, 37.5, 37, 38.100000000000001, 36, 33.600000000000001, 
    32.799999999999997, 37.899999999999999, 36.799999999999997, 
    34.299999999999997, 35.899999999999999, 34.899999999999999, 
    38.299999999999997, 38.799999999999997, 33.399999999999999, 
    37.299999999999997, 34.299999999999997, 37, 39.799999999999997, 
    42, 39.600000000000001, 32.200000000000003, 38.5, 32.5, 36.700000000000003, 
    33.299999999999997, 35, 32, 38, 37.399999999999999, 35.799999999999997, 
    32.5, 34.5, 35.299999999999997, 30.399999999999999, 32.799999999999997, 
    35, 29.600000000000001, 38.600000000000001, 33, 36.5, 31.5, 
    38.600000000000001, 30.899999999999999, 40, 40, 33.700000000000003, 
    36, 38.399999999999999, 36.700000000000003, 33, 31.5, 35, 
    38.899999999999999, 34.799999999999997, 31, 33.399999999999999, 
    35.200000000000003, 35.299999999999997, 38, 33.399999999999999, 
    34.600000000000001, 36.299999999999997, 30, 31.600000000000001, 
    35.700000000000003, 35.399999999999999, 35.600000000000001, 
    32.899999999999999, 36.299999999999997, 37.100000000000001, 
    34, 36, 35.399999999999999, 33.799999999999997, 34, 35.799999999999997, 
    32.5, 37.100000000000001, 33.5, 34.200000000000003, 33.299999999999997, 
    37.700000000000003, 34.200000000000003, 39.700000000000003, 
    41.100000000000001, 31.5, 34.799999999999997, 37.799999999999997, 
    35, 33.700000000000003, 32.399999999999999, 31.300000000000001, 
    32.100000000000001, 38.5, 38.200000000000003, 35.5, 34.399999999999999, 
    30.300000000000001, 35.200000000000003, 38.100000000000001, 
    40.399999999999999, 35.200000000000003, 35, 36.700000000000003, 
    34.799999999999997, 36.200000000000003, 33.899999999999999, 
    32.600000000000001, 36.399999999999999, 34.799999999999997, 
    34.299999999999997, 35.399999999999999, 35.399999999999999, 
    33, 33, 32.5, 34.299999999999997, 35.299999999999997, 39, 
    34, 35.200000000000003, 39.799999999999997, 32.200000000000003, 
    36.600000000000001, 35.899999999999999, 36.600000000000001, 
    39.399999999999999, 35.799999999999997, 37, 37, 34, 45, 34.200000000000003, 
    37.399999999999999, 35.600000000000001, 33, 38.399999999999999, 
    33.200000000000003, 28.399999999999999, 35.799999999999997, 
    33, 37.600000000000001, 32, 33.5, 33, 35.100000000000001, 
    31.5, 37.200000000000003, 35, 34.399999999999999, 34, 34.399999999999999, 
    33.700000000000003, 29.600000000000001, 33.5, 31.600000000000001, 
    38.200000000000003, 31.199999999999999, 35, 32.799999999999997, 
    35.5, 34.5, 36.899999999999999, 33, 33.799999999999997, 37.399999999999999, 
    34.799999999999997, 30.5, 35.700000000000003, 36.600000000000001, 
    34, 32.299999999999997, 33.100000000000001, 32.899999999999999, 
    41.899999999999999, 33.399999999999999, 32.700000000000003, 
    33.5, 35.600000000000001, 38.600000000000001, 34.600000000000001, 
    33.100000000000001, 35.399999999999999, 38, 35.799999999999997, 
    37, 33.299999999999997, 38.5, 32.100000000000001, 34.600000000000001, 
    32.600000000000001, 35.5, 36.399999999999999, 33.700000000000003, 
    34.299999999999997, 33.700000000000003, 35.200000000000003, 
    39.100000000000001, 31.300000000000001, 32.399999999999999, 
    39.700000000000003, 32.700000000000003, 35, 35.700000000000003, 
    34.600000000000001, 36.600000000000001, 30.699999999999999, 
    34.299999999999997, 34.5, 33, 37.899999999999999, 36.100000000000001, 
    36.399999999999999, 34.299999999999997, 37, 35.600000000000001, 
    35.299999999999997, 29.5, 32.600000000000001, 33.600000000000001, 
    39.5, 30.199999999999999, 33.899999999999999, 35, 33.799999999999997, 
    35.600000000000001, 34.799999999999997, 31.5, 35.799999999999997, 
    41.200000000000003, 38.700000000000003, 32, 33.100000000000001, 
    34.299999999999997, 36.200000000000003, 36.200000000000003, 
    32.600000000000001, 36.299999999999997, 38.399999999999999, 
    35.899999999999999, 37.299999999999997, 36.700000000000003, 
    39.100000000000001, 34, 31, 34.600000000000001, 45.399999999999999, 
    34.700000000000003, 38.200000000000003, 38.700000000000003, 
    34.399999999999999, 36.299999999999997, 34.200000000000003, 
    37.399999999999999, 35.5, 33, 30.800000000000001, 31.699999999999999, 
    32.5, 34.899999999999999, 37.700000000000003, 31.899999999999999, 
    32.700000000000003, 39.700000000000003, 34.600000000000001, 
    32.700000000000003, 33.100000000000001, 35.200000000000003, 
    35, 34.100000000000001, 37.5, 37.899999999999999, 36.600000000000001, 
    33.799999999999997, 37, 37.899999999999999, 33.299999999999997, 
    34.100000000000001, 36.600000000000001, 35.899999999999999
    ), ank_gi = c(23.5, 24.5, 21.899999999999999, 23, 24.399999999999999, 
    23.5, 23.600000000000001, 22.5, 22, 22.199999999999999, 23.199999999999999, 
    24.300000000000001, 26, 21.5, 22, 24, 24.199999999999999, 
    22, 23, 26.5, 21, 23, 23.5, 22.899999999999999, 22.800000000000001, 
    23.5, 23.5, 23.5, 21.5, 21, 21, 22.399999999999999, 22.899999999999999, 
    24.300000000000001, 21.800000000000001, 21.5, 21, 22.899999999999999, 
    23, 23.300000000000001, 23.100000000000001, 22.600000000000001, 
    23.399999999999999, 22.899999999999999, 22.199999999999999, 
    24.300000000000001, 23.199999999999999, 25.699999999999999, 
    21.399999999999999, 20.300000000000001, 21.100000000000001, 
    22.699999999999999, 23.399999999999999, 21.899999999999999, 
    19, 20, 21.100000000000001, 23.199999999999999, 25.300000000000001, 
    21.399999999999999, 21.600000000000001, 22.399999999999999, 
    21.800000000000001, 21.100000000000001, 22, 22.800000000000001, 
    21.800000000000001, 22, 24.600000000000001, 21, 24.5, 21.600000000000001, 
    21.199999999999999, 23.800000000000001, 22, 22.699999999999999, 
    21.100000000000001, 20.100000000000001, 22.100000000000001, 
    23.600000000000001, 23.300000000000001, 25.899999999999999, 
    21.300000000000001, 22.100000000000001, 20.699999999999999, 
    21.600000000000001, 22.600000000000001, 23.100000000000001, 
    21.899999999999999, 22.300000000000001, 22, 20.300000000000001, 
    21.100000000000001, 21.199999999999999, 24.600000000000001, 
    22.699999999999999, 21.5, 24, 23.199999999999999, 25.300000000000001, 
    24, 22.5, 21.199999999999999, 21, 20.899999999999999, 20.800000000000001, 
    26.300000000000001, 23.100000000000001, 21.300000000000001, 
    22.300000000000001, 23, 23, 23, 25.600000000000001, 23.699999999999999, 
    16.399999999999999, 24.5, 25.100000000000001, 22.800000000000001, 
    20, 24.600000000000001, 25.800000000000001, 20.600000000000001, 
    27, 22.199999999999999, 23, 27.5, 24.199999999999999, 21.600000000000001, 
    25.800000000000001, 23.199999999999999, 23.399999999999999, 
    24.5, 25.300000000000001, 23.199999999999999, 24.600000000000001, 
    23, 22.899999999999999, 21.199999999999999, 23.600000000000001, 
    24.699999999999999, 25, 25, 24.899999999999999, 23.699999999999999, 
    24.5, 22.899999999999999, 22, 21.300000000000001, 23.800000000000001, 
    23, 22.100000000000001, 22.699999999999999, 22.5, 24.600000000000001, 
    20, 22, 23, 25.399999999999999, 23.100000000000001, 24.800000000000001, 
    24.899999999999999, 26.100000000000001, 24, 21, 27.699999999999999, 
    23.5, 21.600000000000001, 26.399999999999999, 22.800000000000001, 
    23.199999999999999, 23.800000000000001, 23.699999999999999, 
    22.800000000000001, 25.800000000000001, 29.300000000000001, 
    22.600000000000001, 22, 26.399999999999999, 24.300000000000001, 
    21.800000000000001, 24.5, 23, 24.199999999999999, 24.399999999999999, 
    23.899999999999999, 24.300000000000001, 21.199999999999999, 
    23.699999999999999, 22, 22.600000000000001, 22, 22, 22.699999999999999, 
    25.699999999999999, 23.5, 25.600000000000001, 25.699999999999999, 
    24.300000000000001, 21.699999999999999, 23, 24.300000000000001, 
    22, 21.300000000000001, 23, 22, 22.399999999999999, 22.899999999999999, 
    21.800000000000001, 24, 23.600000000000001, 25.699999999999999, 
    26.899999999999999, 22.5, 26.199999999999999, 23.399999999999999, 
    23.699999999999999, 27.699999999999999, 25.300000000000001, 
    25.199999999999999, 24.100000000000001, 20.300000000000001, 
    24.5, 22.600000000000001, 25.5, 22.5, 21.300000000000001, 
    23.300000000000001, 22.699999999999999, 23, 23.5, 22.100000000000001, 
    21.399999999999999, 22.5, 23.399999999999999, 23.300000000000001, 
    22.600000000000001, 23.699999999999999, 25.5, 25.100000000000001, 
    23.100000000000001, 23.5, 21.100000000000001, 24.300000000000001, 
    25.399999999999999, 27.699999999999999, 25.199999999999999, 
    21, 22.5, 19, 23, 19.899999999999999, 23, 19, 22, 21.600000000000001, 
    22.600000000000001, 19.899999999999999, 20.5, 20.899999999999999, 
    17.899999999999999, 19.100000000000001, 21, 18.5, 23.800000000000001, 
    19, 20.600000000000001, 22, 23, 19.399999999999999, 24.199999999999999, 
    23, 20.899999999999999, 21, 21.300000000000001, 21.300000000000001, 
    20.5, 20.5, 20.100000000000001, 23.300000000000001, 20.5, 
    20, 20, 22.300000000000001, 21.199999999999999, 21.5, 21.899999999999999, 
    20, 20.600000000000001, 18.800000000000001, 18.899999999999999, 
    22, 21.199999999999999, 21, 19.800000000000001, 21.399999999999999, 
    21.899999999999999, 20.699999999999999, 21, 20.699999999999999, 
    20.699999999999999, 20.300000000000001, 20.699999999999999, 
    19.699999999999999, 20.100000000000001, 20, 21.5, 19.600000000000001, 
    21.699999999999999, 20.600000000000001, 24.300000000000001, 
    22.899999999999999, 18.899999999999999, 20.899999999999999, 
    20.699999999999999, 22.100000000000001, 19.100000000000001, 
    19, 18.399999999999999, 19.699999999999999, 21.300000000000001, 
    21.800000000000001, 21, 20.300000000000001, 20.199999999999999, 
    23.199999999999999, 21.800000000000001, 23.300000000000001, 
    21.600000000000001, 22.199999999999999, 21.800000000000001, 
    20.199999999999999, 22.100000000000001, 21.399999999999999, 
    19.100000000000001, 21.800000000000001, 21, 21.699999999999999, 
    22.199999999999999, 21.800000000000001, 19.600000000000001, 
    19.399999999999999, 21, 21.5, 21.600000000000001, 23.199999999999999, 
    20.399999999999999, 20.399999999999999, 22, 19, 22, 19.899999999999999, 
    23.800000000000001, 23.199999999999999, 20.800000000000001, 
    21.800000000000001, 23, 21.300000000000001, 25.800000000000001, 
    20.300000000000001, 22, 21, 20, 23.199999999999999, 20.5, 
    17.399999999999999, 21.199999999999999, 20.699999999999999, 
    22.399999999999999, 20.100000000000001, 21.800000000000001, 
    20.199999999999999, 21.600000000000001, 18.899999999999999, 
    21.5, 21, 21.300000000000001, 19.800000000000001, 20, 22, 
    18.600000000000001, 21.100000000000001, 18.800000000000001, 
    20.399999999999999, 20.399999999999999, 21.699999999999999, 
    19, 22, 21.399999999999999, 20.399999999999999, 19.399999999999999, 
    20.600000000000001, 20.600000000000001, 20.300000000000001, 
    20.100000000000001, 23.800000000000001, 20.699999999999999, 
    20.899999999999999, 20.399999999999999, 19.899999999999999, 
    20.300000000000001, 24.300000000000001, 21.5, 18.800000000000001, 
    21, 23.5, 22.300000000000001, 21.199999999999999, 21.899999999999999, 
    20.300000000000001, 21, 20.100000000000001, 22.5, 21.199999999999999, 
    22.199999999999999, 21, 21.5, 19.899999999999999, 22.600000000000001, 
    24.5, 21.600000000000001, 21, 21.800000000000001, 22.100000000000001, 
    24.800000000000001, 20.300000000000001, 21, 22.800000000000001, 
    21.399999999999999, 19.699999999999999, 20.399999999999999, 
    21.899999999999999, 22.5, 20.5, 21.699999999999999, 20.899999999999999, 
    19.600000000000001, 23.399999999999999, 22, 20.300000000000001, 
    20.5, 22.399999999999999, 21, 20.300000000000001, 18.699999999999999, 
    19.199999999999999, 20.199999999999999, 23.300000000000001, 
    19.300000000000001, 20.800000000000001, 20.699999999999999, 
    23, 20, 22.5, 18.800000000000001, 21.100000000000001, 23.399999999999999, 
    26, 21.100000000000001, 19.600000000000001, 20.199999999999999, 
    22, 23.899999999999999, 21, 21.399999999999999, 23.100000000000001, 
    21.800000000000001, 21.800000000000001, 23.699999999999999, 
    23, 21.699999999999999, 19.199999999999999, 21.699999999999999, 
    24.100000000000001, 18.5, 22.199999999999999, 23.699999999999999, 
    21.199999999999999, 21.300000000000001, 20.5, 22.5, 19.5, 
    21.600000000000001, 19.899999999999999, 21.699999999999999, 
    21.699999999999999, 21.399999999999999, 23.699999999999999, 
    19.600000000000001, 20.300000000000001, 21.600000000000001, 
    23, 20.899999999999999, 21, 22.399999999999999, 21, 21.300000000000001, 
    22.600000000000001, 24.600000000000001, 22.300000000000001, 
    20.800000000000001, 21.399999999999999, 22.399999999999999, 
    22.399999999999999, 21.199999999999999, 22, 23), wri_gi = c(16.5, 
    17, 16.899999999999999, 16.600000000000001, 18, 16.899999999999999, 
    18.800000000000001, 18, 16.5, 16.899999999999999, 16.199999999999999, 
    18.199999999999999, 18, 16.600000000000001, 16.5, 17.5, 17.800000000000001, 
    17.100000000000001, 18.5, 18.800000000000001, 17.300000000000001, 
    18, 16, 17, 18.199999999999999, 19, 16.699999999999999, 17.800000000000001, 
    16.5, 15.6, 16.600000000000001, 17.199999999999999, 17, 17.199999999999999, 
    16.899999999999999, 17, 17, 16, 16.800000000000001, 18.699999999999999, 
    17.600000000000001, 17.5, 16.699999999999999, 17, 17.899999999999999, 
    18.899999999999999, 16.800000000000001, 17.699999999999999, 
    16.300000000000001, 15.800000000000001, 16.899999999999999, 
    17.899999999999999, 17.300000000000001, 16.399999999999999, 
    15, 15.800000000000001, 15.300000000000001, 17.699999999999999, 
    17.5, 16.5, 16.100000000000001, 17.199999999999999, 17.5, 
    16.899999999999999, 17.5, 17.399999999999999, 16.699999999999999, 
    17.199999999999999, 17.699999999999999, 16.100000000000001, 
    17.899999999999999, 16.600000000000001, 15.6, 17.5, 17, 15.800000000000001, 
    15.800000000000001, 15.4, 16.300000000000001, 18, 16, 18, 
    16.5, 16.699999999999999, 16.199999999999999, 16.600000000000001, 
    17.300000000000001, 17.300000000000001, 16.399999999999999, 
    16.600000000000001, 17, 16.5, 16.300000000000001, 16, 18.600000000000001, 
    16.199999999999999, 16.199999999999999, 16.5, 17, 17.699999999999999, 
    17.800000000000001, 17.5, 14.6, 16.399999999999999, 16, 16.399999999999999, 
    18.100000000000001, 16.699999999999999, 15.6, 18.399999999999999, 
    16.300000000000001, 16.100000000000001, 17.100000000000001, 
    18.300000000000001, 18, 16.100000000000001, 17.300000000000001, 
    17.699999999999999, 18.199999999999999, 15.300000000000001, 
    18.100000000000001, 17.600000000000001, 16, 19.199999999999999, 
    16.300000000000001, 17.399999999999999, 17.899999999999999, 
    17.600000000000001, 18.300000000000001, 19.5, 16.300000000000001, 
    17, 17.100000000000001, 17.5, 17, 18.399999999999999, 16.800000000000001, 
    18.100000000000001, 16.199999999999999, 18.5, 18.199999999999999, 
    19.600000000000001, 17.699999999999999, 17.600000000000001, 
    18.100000000000001, 17.100000000000001, 17, 15.5, 16.399999999999999, 
    17.100000000000001, 18, 16.300000000000001, 16.800000000000001, 
    17.399999999999999, 17.100000000000001, 16.5, 17, 16.399999999999999, 
    18.399999999999999, 16.300000000000001, 17.100000000000001, 
    17.899999999999999, 19.5, 17.300000000000001, 16.600000000000001, 
    18.100000000000001, 16.800000000000001, 17.300000000000001, 
    17.899999999999999, 17.300000000000001, 16.5, 18.199999999999999, 
    18.300000000000001, 15.9, 18.800000000000001, 18, 17.100000000000001, 
    17.100000000000001, 18.100000000000001, 18.699999999999999, 
    16.300000000000001, 17.300000000000001, 17.5, 17.899999999999999, 
    16.800000000000001, 17.100000000000001, 17.699999999999999, 
    16.699999999999999, 17.5, 17.699999999999999, 17.5, 18.100000000000001, 
    16.399999999999999, 16.399999999999999, 18.800000000000001, 
    17.100000000000001, 17.899999999999999, 15.9, 17.199999999999999, 
    17.100000000000001, 16.199999999999999, 17.399999999999999, 
    17, 16.600000000000001, 17.5, 17.199999999999999, 16.699999999999999, 
    17.899999999999999, 17.5, 17, 17.5, 17.100000000000001, 17, 
    17.899999999999999, 17.800000000000001, 16.699999999999999, 
    16.600000000000001, 18.100000000000001, 17.699999999999999, 
    17.399999999999999, 17.100000000000001, 15.800000000000001, 
    17.100000000000001, 17.5, 18.899999999999999, 16.399999999999999, 
    15.1, 16.699999999999999, 16.600000000000001, 17, 18.100000000000001, 
    17.100000000000001, 16.300000000000001, 17.800000000000001, 
    19.600000000000001, 17.300000000000001, 17.300000000000001, 
    18.399999999999999, 19.399999999999999, 18.899999999999999, 
    18.300000000000001, 17.300000000000001, 16.300000000000001, 
    16.699999999999999, 18.100000000000001, 18.399999999999999, 
    17, 13.5, 15, 14, 15, 14.5, 14.5, 13.9, 16.800000000000001, 
    15.199999999999999, 16.300000000000001, 13.800000000000001, 
    15.300000000000001, 14.4, 13.199999999999999, 13.800000000000001, 
    14, 14.5, 17, 13.199999999999999, 15.9, 13.800000000000001, 
    16.600000000000001, 14.5, 17.600000000000001, 16, 15.199999999999999, 
    15, 15.6, 15.6, 14.5, 14, 14.9, 15.9, 14.4, 14, 15.6, 16.100000000000001, 
    14.6, 15.300000000000001, 15.199999999999999, 15.1, 15.199999999999999, 
    14.300000000000001, 15, 15.1, 15.699999999999999, 14.699999999999999, 
    13.800000000000001, 15.300000000000001, 14.300000000000001, 
    15.5, 14.6, 15.5, 14.6, 14.6, 14.4, 14.6, 14.9, 14.6, 15.1, 
    15.300000000000001, 15.9, 15, 15.9, 16.399999999999999, 14.1, 
    14.300000000000001, 16.600000000000001, 15.6, 14.699999999999999, 
    14.199999999999999, 14.699999999999999, 15, 15.4, 15.9, 15, 
    14.4, 15, 16.199999999999999, 16.199999999999999, 16.399999999999999, 
    14.6, 16.199999999999999, 16.199999999999999, 14.4, 15.800000000000001, 
    14.4, 14, 15.6, 15, 14.800000000000001, 15.6, 15.4, 14, 14.199999999999999, 
    14.800000000000001, 15, 15.6, 16.199999999999999, 15.4, 14.4, 
    14.4, 14.6, 15.1, 14.6, 15.300000000000001, 15.800000000000001, 
    15.5, 15.800000000000001, 16, 15.199999999999999, 18.199999999999999, 
    14.199999999999999, 16, 14.5, 14, 15.800000000000001, 15, 
    13.199999999999999, 15.199999999999999, 14.4, 16.600000000000001, 
    13.1, 16, 14.9, 15.6, 13.4, 15.800000000000001, 14.800000000000001, 
    14.6, 13.800000000000001, 15, 14.6, 13.800000000000001, 15.300000000000001, 
    14.199999999999999, 14.4, 14.4, 16, 13.9, 15.5, 15.199999999999999, 
    15.699999999999999, 14.5, 14.800000000000001, 14.800000000000001, 
    13.4, 14.6, 14.1, 15.6, 14.199999999999999, 14.699999999999999, 
    15, 14.6, 15.4, 14.5, 14.699999999999999, 15.1, 14.699999999999999, 
    17.300000000000001, 14.1, 15.1, 14.6, 14.6, 14.6, 15.1, 14.9, 
    16, 15, 14.6, 13.699999999999999, 15.4, 16, 15.5, 14.4, 15, 
    16, 16.199999999999999, 15.1, 14.800000000000001, 15.6, 14.6, 
    14.800000000000001, 14.800000000000001, 14.699999999999999, 
    16.399999999999999, 15.199999999999999, 15.4, 14.9, 14.9, 
    14.5, 14.800000000000001, 13, 14.800000000000001, 15.300000000000001, 
    14.6, 15.4, 13.699999999999999, 14.6, 14.6, 15.6, 13.6, 15.5, 
    14.199999999999999, 16.300000000000001, 14.300000000000001, 
    15.300000000000001, 14.699999999999999, 16.300000000000001, 
    15.6, 15.5, 15.300000000000001, 14.199999999999999, 15, 14.800000000000001, 
    15.5, 14, 15.300000000000001, 16.399999999999999, 15.5, 14.6, 
    15.9, 16.5, 15.1, 14.699999999999999, 15.800000000000001, 
    17.800000000000001, 13.9, 16.300000000000001, 16.300000000000001, 
    14.199999999999999, 15.5, 14.800000000000001, 14.4, 15, 15, 
    14.1, 13.4, 14.6, 14.6, 16.199999999999999, 15.4, 14.9, 15.4, 
    16.600000000000001, 15.199999999999999, 15.4, 15.199999999999999, 
    15.9, 15, 15.699999999999999, 16.399999999999999, 15.4, 15.9, 
    15.800000000000001, 15.4, 15.199999999999999, 15.5, 15.5, 
    16.399999999999999), age = c(21L, 23L, 28L, 23L, 22L, 21L, 
    26L, 27L, 23L, 21L, 23L, 22L, 20L, 26L, 23L, 22L, 30L, 22L, 
    29L, 22L, 22L, 20L, 22L, 24L, 26L, 24L, 21L, 24L, 23L, 19L, 
    23L, 25L, 23L, 23L, 23L, 20L, 22L, 24L, 22L, 24L, 21L, 23L, 
    24L, 35L, 29L, 25L, 23L, 20L, 25L, 29L, 23L, 23L, 36L, 25L, 
    24L, 20L, 52L, 50L, 46L, 51L, 28L, 48L, 35L, 23L, 23L, 62L, 
    21L, 26L, 33L, 36L, 41L, 40L, 27L, 27L, 23L, 31L, 26L, 23L, 
    24L, 24L, 34L, 21L, 25L, 34L, 31L, 40L, 21L, 33L, 25L, 29L, 
    27L, 44L, 26L, 22L, 37L, 38L, 20L, 21L, 24L, 45L, 25L, 22L, 
    29L, 37L, 20L, 20L, 32L, 23L, 25L, 27L, 21L, 27L, 25L, 38L, 
    44L, 27L, 37L, 28L, 33L, 25L, 21L, 30L, 26L, 27L, 33L, 29L, 
    27L, 34L, 42L, 29L, 41L, 43L, 43L, 29L, 27L, 62L, 33L, 45L, 
    30L, 20L, 22L, 51L, 34L, 44L, 46L, 34L, 32L, 28L, 31L, 29L, 
    42L, 29L, 31L, 30L, 27L, 25L, 24L, 33L, 45L, 37L, 44L, 34L, 
    55L, 43L, 24L, 22L, 38L, 24L, 29L, 25L, 37L, 30L, 26L, 35L, 
    29L, 30L, 37L, 34L, 28L, 27L, 32L, 28L, 22L, 44L, 25L, 49L, 
    54L, 49L, 60L, 42L, 52L, 23L, 33L, 46L, 43L, 56L, 21L, 18L, 
    21L, 45L, 22L, 55L, 42L, 29L, 40L, 24L, 62L, 26L, 35L, 37L, 
    34L, 25L, 30L, 32L, 27L, 42L, 44L, 46L, 19L, 43L, 28L, 39L, 
    30L, 36L, 48L, 48L, 53L, 45L, 39L, 43L, 65L, 45L, 37L, 55L, 
    33L, 25L, 35L, 28L, 26L, 43L, 30L, 26L, 51L, 30L, 24L, 35L, 
    37L, 22L, 20L, 19L, 25L, 21L, 23L, 26L, 22L, 28L, 40L, 32L, 
    25L, 25L, 29L, 22L, 25L, 23L, 37L, 19L, 23L, 25L, 26L, 24L, 
    29L, 22L, 30L, 23L, 38L, 23L, 19L, 46L, 20L, 22L, 25L, 21L, 
    23L, 31L, 29L, 19L, 21L, 23L, 24L, 20L, 19L, 20L, 19L, 20L, 
    19L, 22L, 39L, 18L, 19L, 26L, 20L, 20L, 26L, 21L, 21L, 38L, 
    23L, 37L, 19L, 25L, 20L, 41L, 26L, 21L, 47L, 19L, 44L, 35L, 
    32L, 46L, 22L, 49L, 52L, 25L, 48L, 41L, 18L, 30L, 20L, 24L, 
    23L, 30L, 23L, 45L, 20L, 20L, 23L, 21L, 28L, 45L, 24L, 25L, 
    19L, 20L, 29L, 24L, 24L, 25L, 31L, 22L, 20L, 32L, 25L, 19L, 
    23L, 22L, 20L, 27L, 34L, 25L, 26L, 19L, 26L, 25L, 20L, 21L, 
    18L, 19L, 27L, 26L, 36L, 20L, 28L, 32L, 32L, 23L, 20L, 20L, 
    20L, 23L, 20L, 28L, 23L, 19L, 28L, 19L, 29L, 32L, 20L, 28L, 
    36L, 22L, 20L, 22L, 32L, 40L, 40L, 42L, 40L, 44L, 30L, 28L, 
    37L, 40L, 45L, 35L, 41L, 27L, 20L, 24L, 36L, 27L, 32L, 64L, 
    21L, 32L, 35L, 41L, 40L, 29L, 40L, 24L, 23L, 41L, 44L, 53L, 
    19L, 24L, 25L, 20L, 34L, 32L, 24L, 29L, 31L, 34L, 36L, 32L, 
    39L, 37L, 52L, 24L, 33L, 42L, 34L, 37L, 39L, 41L, 36L, 19L, 
    22L, 23L, 36L, 45L, 25L, 67L, 26L, 21L, 33L, 25L, 24L, 21L, 
    35L, 27L, 27L, 26L, 25L, 44L, 29L, 26L, 23L, 32L, 32L, 43L, 
    32L, 41L, 33L, 28L, 28L, 25L, 38L, 37L, 25L, 37L, 27L, 27L, 
    20L, 19L, 32L, 26L, 56L, 23L, 19L, 31L, 34L, 34L, 24L, 22L, 
    34L, 30L, 32L, 40L, 29L, 21L, 33L, 33L, 38L), wgt = c(65.599999999999994, 
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