smoking <- structure(list(gender = structure(c(2L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 2L), .Label = c("Female", "Male"), class = "factor"), age = c(38L, 42L, 40L, 40L, 39L, 37L, 53L, 44L, 40L, 41L, 72L, 49L, 29L, 79L, 25L, 27L, 30L, 47L, 69L, 55L, 34L, 36L, 56L, 71L, 38L, 79L, 58L, 69L, 83L, 73L, 42L, 31L, 26L, 27L, 57L, 30L, 22L, 78L, 49L, 74L, 85L, 75L, 80L, 37L, 33L, 41L, 81L, 76L, 58L, 59L, 40L, 54L, 49L, 79L, 28L, 44L, 42L, 36L, 89L, 64L, 76L, 76L, 61L, 81L, 20L, 82L, 23L, 41L, 31L, 44L, 42L, 67L, 53L, 76L, 40L, 44L, 31L, 43L, 36L, 34L, 18L, 56L, 73L, 22L, 33L, 27L, 33L, 63L, 64L, 54L, 34L, 78L, 54L, 56L, 78L, 37L, 54L, 40L, 64L, 42L, 34L, 64L, 50L, 31L, 37L, 81L, 57L, 59L, 66L, 57L, 78L, 49L, 62L, 17L, 36L, 31L, 61L, 71L, 75L, 43L, 68L, 65L, 85L, 35L, 52L, 28L, 52L, 67L, 35L, 68L, 34L, 57L, 37L, 37L, 43L, 59L, 28L, 60L, 16L, 37L, 34L, 73L, 24L, 36L, 39L, 74L, 32L, 30L, 68L, 49L, 47L, 30L, 60L, 72L, 73L, 48L, 53L, 17L, 58L, 34L, 44L, 23L, 49L, 30L, 61L, 38L, 30L, 44L, 91L, 40L, 63L, 61L, 40L, 57L, 41L, 32L, 76L, 35L, 70L, 75L, 74L, 49L, 56L, 60L, 72L, 17L, 23L, 79L, 65L, 57L, 37L, 79L, 71L, 87L, 59L, 21L, 66L, 58L, 38L, 61L, 37L, 38L, 34L, 34L, 20L, 77L, 31L, 28L, 36L, 16L, 42L, 47L, 42L, 67L, 72L, 40L, 34L, 75L, 35L, 40L, 46L, 23L, 42L, 63L, 33L, 31L, 54L, 33L, 24L, 80L, 77L, 51L, 16L, 27L, 75L, 24L, 78L, 20L, 18L, 25L, 55L, 29L, 67L, 79L, 44L, 47L, 41L, 31L, 32L, 68L, 84L, 67L, 49L, 69L, 64L, 62L, 52L, 45L, 28L, 36L, 73L, 48L, 67L, 38L, 40L, 43L, 30L, 70L, 82L, 78L, 21L, 67L, 16L, 21L, 68L, 41L, 33L, 28L, 75L, 21L, 69L, 38L, 33L, 47L, 44L, 74L, 29L, 23L, 72L, 31L, 48L, 29L, 72L, 52L, 68L, 48L, 55L, 23L, 66L, 33L, 37L, 42L, 46L, 57L, 36L, 51L, 18L, 69L, 30L, 51L, 63L, 31L, 58L, 50L, 67L, 20L, 45L, 26L, 30L, 43L, 73L, 52L, 18L, 52L, 33L, 56L, 65L, 30L, 40L, 26L, 74L, 44L, 80L, 67L, 59L, 28L, 31L, 25L, 64L, 68L, 61L, 50L, 43L, 19L, 21L, 51L, 65L, 50L, 38L, 78L, 74L, 22L, 66L, 48L, 59L, 69L, 76L, 21L, 47L, 77L, 25L, 71L, 24L, 90L, 41L, 69L, 35L, 32L, 48L, 34L, 28L, 66L, 56L, 51L, 63L, 44L, 45L, 55L, 55L, 55L, 57L, 76L, 59L, 46L, 56L, 67L, 73L, 82L, 75L, 41L, 40L, 37L, 53L, 35L, 39L, 31L, 38L, 34L, 36L, 31L, 31L, 35L, 42L, 30L, 39L, 47L, 38L, 29L, 75L, 47L, 55L, 42L, 39L, 64L, 84L, 49L, 24L, 38L, 45L, 47L, 37L, 59L, 25L, 56L, 71L, 81L, 55L, 42L, 73L, 43L, 57L, 47L, 29L, 30L, 58L, 58L, 70L, 18L, 45L, 37L, 44L, 46L, 29L, 50L, 51L, 80L, 85L, 49L, 52L, 58L, 49L, 39L, 53L, 71L, 29L, 66L, 75L, 45L, 69L, 49L, 63L, 61L, 55L, 57L, 60L, 58L, 76L, 29L, 50L, 40L, 34L, 77L, 47L, 68L, 31L, 41L, 55L, 66L, 80L, 45L, 63L, 62L, 49L, 33L, 16L, 58L, 33L, 65L, 39L, 57L, 31L, 79L, 16L, 54L, 37L, 87L, 32L, 72L, 20L, 77L, 63L, 56L, 34L, 24L, 42L, 71L, 48L, 38L, 55L, 50L, 30L, 72L, 59L, 68L, 48L, 42L, 72L, 54L, 53L, 86L, 57L, 30L, 35L, 25L, 67L, 33L, 51L, 54L, 86L, 69L, 23L, 33L, 79L, 21L, 37L, 40L, 79L, 34L, 28L, 44L, 64L, 51L, 21L, 40L, 42L, 47L, 73L, 18L, 24L, 69L, 61L, 83L, 80L, 80L, 26L, 34L, 34L, 39L, 33L, 36L, 39L, 35L, 89L, 23L, 32L, 32L, 35L, 18L, 44L, 75L, 65L, 54L, 32L, 57L, 50L, 58L, 30L, 57L, 60L, 78L, 44L, 32L, 56L, 51L, 71L, 74L, 56L, 80L, 51L, 53L, 80L, 42L, 82L, 58L, 78L, 61L, 49L, 51L, 48L, 37L, 51L, 55L, 48L, 82L, 56L, 71L, 30L, 73L, 35L, 79L, 75L, 49L, 74L, 33L, 81L, 63L, 78L, 68L, 73L, 34L, 36L, 16L, 72L, 66L, 41L, 49L, 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44L, 33L, 69L, 70L, 62L, 31L, 70L, 32L, 75L, 47L, 57L, 86L, 32L, 46L, 51L, 69L, 73L, 32L, 75L, 54L, 51L, 35L, 38L, 72L, 66L, 59L, 70L, 44L, 67L, 35L, 33L, 17L, 45L, 57L, 18L, 68L, 27L, 40L, 77L, 77L, 75L, 39L, 21L, 59L, 27L, 67L, 50L, 64L, 79L, 31L, 19L, 42L, 36L, 36L, 64L, 53L, 39L, 39L, 28L, 81L, 79L, 72L, 18L, 76L, 68L, 28L, 42L, 26L, 19L, 41L, 82L, 36L, 47L, 77L, 66L, 50L, 55L, 36L, 79L, 67L, 42L, 76L, 44L, 75L, 24L, 78L, 38L, 22L, 62L, 40L, 35L, 45L, 66L, 53L, 43L, 72L, 72L, 67L, 37L, 38L, 39L, 64L, 72L, 54L, 59L, 50L, 33L, 45L, 73L, 68L, 33L, 21L, 32L, 37L, 48L, 25L, 61L, 86L, 45L, 60L, 40L, 55L, 53L, 41L, 17L, 42L, 44L, 43L, 39L, 67L, 73L, 16L, 73L, 52L, 72L, 79L, 90L, 27L, 32L, 38L, 21L, 40L, 28L, 47L, 45L, 95L, 18L, 89L, 82L, 65L, 87L, 30L, 77L, 55L, 33L, 56L, 68L, 73L, 66L, 73L, 42L, 41L, 35L, 53L, 74L, 46L, 22L, 27L, 71L, 78L, 38L, 31L, 54L, 31L, 53L, 36L, 41L, 78L, 54L, 72L, 28L, 41L, 78L, 71L, 57L, 31L, 64L, 65L, 61L, 33L, 60L, 40L, 68L, 36L, 35L, 22L, 43L, 84L, 24L, 68L, 35L, 51L, 45L, 45L, 71L, 47L, 39L, 62L, 37L, 71L, 49L, 22L, 61L, 34L, 40L, 27L, 28L, 28L, 36L, 34L, 19L, 31L, 49L, 42L, 38L, 16L, 73L, 36L, 81L, 97L, 38L, 46L, 79L, 76L, 54L, 59L, 52L, 58L, 69L, 67L, 76L, 33L, 61L, 82L, 62L, 66L, 69L, 25L, 29L, 28L, 52L, 81L, 44L, 62L, 45L, 71L, 72L, 69L, 72L, 61L, 29L, 37L, 29L, 57L, 60L, 38L, 74L, 38L, 51L, 68L, 67L, 32L, 25L, 53L, 52L, 21L, 71L, 30L, 23L, 28L, 37L, 84L, 61L, 18L, 55L, 52L, 46L, 46L, 23L, 58L, 16L, 71L, 47L, 34L, 55L, 78L, 35L, 68L, 76L, 28L, 36L, 57L, 29L, 27L, 64L, 89L, 26L, 27L, 66L, 84L, 41L, 27L, 40L, 79L, 49L, 79L, 54L, 25L, 45L, 24L, 54L, 78L, 50L, 42L, 32L, 75L, 25L, 50L, 24L, 35L, 52L, 42L, 44L, 67L, 69L, 91L, 61L, 50L, 37L, 35L, 24L, 39L, 79L, 40L, 60L, 42L, 64L, 55L, 54L, 61L, 62L, 59L, 79L, 37L, 55L, 88L, 39L, 34L, 42L, 45L, 59L, 58L, 74L, 45L, 64L, 53L, 40L, 30L, 70L, 28L, 78L, 41L, 69L, 54L, 59L, 23L, 40L, 17L, 54L, 49L, 55L, 51L, 73L, 41L, 70L, 44L, 51L, 68L, 75L, 60L, 56L, 64L, 27L, 73L, 34L, 47L, 32L, 63L, 23L, 63L, 46L, 48L, 68L, 52L, 29L, 16L, 41L, 48L, 24L, 72L, 45L, 28L, 20L, 69L, 70L, 50L, 63L, 44L, 83L, 17L, 61L, 47L, 57L, 44L, 52L, 82L, 63L, 72L, 39L, 16L, 35L, 39L, 56L, 31L, 61L, 23L, 34L, 24L, 82L, 27L, 62L, 39L, 44L, 43L, 31L, 77L, 20L, 81L, 31L, 78L, 35L, 67L, 65L, 61L, 24L, 53L, 63L, 35L, 78L, 31L, 22L, 49L, 45L, 51L, 31L), marital_status = structure(c(1L, 4L, 2L, 2L, 2L, 2L, 2L, 4L, 4L, 2L, 5L, 2L, 2L, 5L, 4L, 4L, 4L, 1L, 4L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 5L, 5L, 2L, 2L, 4L, 3L, 2L, 2L, 4L, 5L, 2L, 2L, 5L, 2L, 5L, 2L, 4L, 1L, 5L, 5L, 2L, 2L, 1L, 1L, 2L, 5L, 2L, 2L, 4L, 4L, 5L, 2L, 2L, 2L, 2L, 5L, 4L, 5L, 4L, 2L, 4L, 2L, 2L, 5L, 2L, 2L, 2L, 2L, 3L, 1L, 3L, 1L, 4L, 2L, 2L, 4L, 4L, 4L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 3L, 5L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 3L, 2L, 2L, 2L, 5L, 2L, 2L, 4L, 4L, 4L, 2L, 5L, 5L, 2L, 5L, 5L, 5L, 3L, 2L, 4L, 4L, 5L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 5L, 4L, 2L, 4L, 4L, 2L, 2L, 4L, 4L, 3L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 1L, 4L, 2L, 5L, 1L, 4L, 2L, 2L, 4L, 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2L, 5L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 2L, 5L, 4L, 2L, 4L, 1L, 2L, 4L, 2L, 2L, 2L, 2L, 4L, 2L, 1L, 4L, 2L, 4L, 3L, 3L, 4L, 4L, 2L, 4L, 4L, 1L, 1L, 1L, 2L, 4L, 2L, 2L, 2L, 5L, 2L, 2L, 2L, 5L, 5L, 2L, 3L, 1L, 1L, 5L, 2L, 2L, 3L, 5L, 2L, 1L, 5L, 2L, 4L, 2L, 4L, 5L, 2L, 2L, 2L, 5L, 2L, 5L, 5L, 2L, 2L, 4L, 4L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 4L, 2L, 2L, 1L, 4L, 1L, 2L, 4L, 4L, 2L, 5L, 2L, 4L, 2L, 4L, 2L, 2L, 4L, 2L, 4L, 2L, 2L, 2L, 4L, 5L, 4L, 2L, 4L, 4L, 1L, 1L, 4L, 4L, 5L, 4L, 4L, 4L, 4L, 5L, 4L, 4L, 1L, 5L, 2L, 5L, 2L, 4L, 4L, 4L, 1L, 5L, 2L, 2L, 4L, 4L, 4L, 3L, 4L, 4L, 2L, 2L, 3L, 5L, 5L, 4L, 1L, 4L, 4L, 4L, 4L, 4L, 1L, 2L, 2L, 2L, 5L, 2L, 2L, 2L, 1L, 1L, 5L, 2L, 2L, 5L, 1L, 4L, 2L, 2L, 2L, 2L, 5L, 2L, 2L, 4L, 2L, 2L, 2L, 3L, 5L, 2L, 1L, 2L, 2L, 4L, 2L, 4L, 4L, 1L, 2L, 5L, 2L, 2L, 2L, 3L, 1L, 2L, 3L, 2L, 2L, 5L, 4L, 5L, 4L, 2L, 4L, 2L, 4L, 2L, 1L, 4L, 2L, 3L, 3L, 4L, 1L, 5L, 4L, 5L, 2L, 2L, 4L, 5L, 2L, 2L, 2L, 2L, 5L, 4L, 2L, 2L, 2L, 2L, 4L, 2L, 2L, 3L, 2L, 4L, 1L, 2L, 3L, 4L, 2L, 3L, 4L, 4L, 4L, 2L, 1L, 2L, 3L, 4L, 4L, 1L, 4L, 5L, 4L, 2L, 2L, 5L, 1L, 2L, 4L, 4L, 2L, 2L, 5L, 4L, 4L, 1L, 2L, 2L, 2L), .Label = c("Divorced", "Married", "Separated", "Single", "Widowed"), class = "factor"), highest_qualification = structure(c(6L, 6L, 2L, 2L, 4L, 4L, 2L, 2L, 3L, 6L, 6L, 6L, 2L, 6L, 2L, 2L, 2L, 6L, 8L, 6L, 3L, 4L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 4L, 3L, 3L, 2L, 5L, 7L, 1L, 6L, 7L, 8L, 2L, 8L, 4L, 2L, 2L, 1L, 6L, 6L, 1L, 8L, 4L, 4L, 2L, 6L, 8L, 8L, 3L, 3L, 6L, 6L, 6L, 6L, 6L, 4L, 6L, 6L, 4L, 4L, 1L, 1L, 2L, 6L, 2L, 6L, 8L, 1L, 4L, 8L, 1L, 4L, 4L, 6L, 6L, 3L, 3L, 7L, 4L, 6L, 1L, 2L, 2L, 6L, 6L, 3L, 6L, 1L, 2L, 4L, 6L, 4L, 5L, 6L, 8L, 7L, 2L, 2L, 6L, 5L, 2L, 6L, 6L, 2L, 4L, 3L, 4L, 6L, 5L, 6L, 6L, 5L, 6L, 2L, 6L, 4L, 5L, 7L, 7L, 6L, 6L, 6L, 5L, 6L, 5L, 6L, 6L, 4L, 2L, 6L, 4L, 6L, 6L, 6L, 4L, 5L, 4L, 6L, 3L, 2L, 4L, 6L, 5L, 5L, 6L, 8L, 2L, 4L, 2L, 4L, 4L, 7L, 4L, 6L, 2L, 2L, 4L, 1L, 2L, 1L, 6L, 4L, 2L, 6L, 5L, 6L, 2L, 6L, 6L, 4L, 6L, 6L, 6L, 2L, 4L, 2L, 6L, 4L, 2L, 6L, 6L, 2L, 4L, 6L, 6L, 6L, 2L, 7L, 6L, 5L, 4L, 8L, 2L, 4L, 2L, 5L, 4L, 6L, 4L, 6L, 3L, 4L, 4L, 5L, 3L, 6L, 6L, 4L, 2L, 6L, 4L, 6L, 6L, 4L, 4L, 6L, 1L, 4L, 6L, 7L, 2L, 6L, 6L, 6L, 4L, 7L, 6L, 2L, 6L, 4L, 3L, 7L, 6L, 5L, 6L, 6L, 6L, 2L, 4L, 4L, 8L, 6L, 6L, 6L, 6L, 6L, 5L, 6L, 6L, 7L, 6L, 4L, 6L, 6L, 6L, 4L, 3L, 8L, 2L, 6L, 6L, 6L, 4L, 6L, 4L, 3L, 6L, 6L, 4L, 6L, 6L, 8L, 3L, 4L, 4L, 6L, 3L, 6L, 4L, 1L, 6L, 6L, 6L, 4L, 8L, 6L, 2L, 8L, 4L, 7L, 6L, 7L, 3L, 2L, 6L, 8L, 4L, 4L, 4L, 4L, 2L, 5L, 6L, 2L, 6L, 3L, 6L, 1L, 2L, 4L, 2L, 2L, 8L, 5L, 6L, 6L, 4L, 4L, 6L, 6L, 6L, 3L, 6L, 2L, 6L, 6L, 6L, 5L, 7L, 3L, 6L, 8L, 6L, 6L, 5L, 6L, 4L, 2L, 8L, 6L, 8L, 6L, 6L, 2L, 6L, 6L, 6L, 6L, 6L, 7L, 4L, 6L, 4L, 6L, 4L, 6L, 4L, 6L, 4L, 6L, 4L, 6L, 4L, 6L, 3L, 8L, 6L, 2L, 5L, 6L, 6L, 1L, 4L, 1L, 6L, 6L, 6L, 6L, 8L, 6L, 7L, 8L, 1L, 4L, 7L, 6L, 4L, 8L, 7L, 4L, 1L, 2L, 3L, 2L, 6L, 3L, 4L, 4L, 5L, 1L, 6L, 5L, 6L, 5L, 2L, 4L, 6L, 5L, 5L, 4L, 2L, 4L, 5L, 5L, 2L, 6L, 3L, 5L, 1L, 3L, 6L, 1L, 6L, 2L, 6L, 3L, 6L, 2L, 6L, 1L, 6L, 4L, 4L, 2L, 2L, 4L, 6L, 6L, 1L, 6L, 6L, 6L, 2L, 2L, 2L, 4L, 5L, 6L, 8L, 2L, 6L, 2L, 6L, 8L, 5L, 5L, 2L, 4L, 6L, 5L, 4L, 4L, 5L, 6L, 2L, 6L, 5L, 2L, 5L, 1L, 6L, 2L, 2L, 2L, 6L, 7L, 4L, 2L, 7L, 2L, 2L, 5L, 1L, 6L, 3L, 6L, 4L, 6L, 2L, 6L, 4L, 6L, 6L, 6L, 4L, 1L, 4L, 6L, 4L, 7L, 1L, 3L, 7L, 6L, 8L, 5L, 6L, 4L, 8L, 8L, 4L, 6L, 6L, 2L, 6L, 4L, 8L, 4L, 6L, 6L, 6L, 6L, 5L, 2L, 6L, 1L, 4L, 4L, 6L, 5L, 4L, 6L, 4L, 6L, 7L, 4L, 4L, 6L, 8L, 5L, 4L, 4L, 6L, 6L, 6L, 6L, 4L, 4L, 2L, 4L, 8L, 4L, 6L, 4L, 6L, 2L, 4L, 6L, 4L, 1L, 2L, 3L, 4L, 7L, 4L, 5L, 8L, 8L, 2L, 5L, 6L, 6L, 6L, 7L, 5L, 8L, 8L, 8L, 2L, 6L, 7L, 4L, 6L, 2L, 8L, 1L, 2L, 6L, 6L, 3L, 8L, 4L, 3L, 4L, 6L, 6L, 6L, 4L, 6L, 6L, 4L, 6L, 6L, 7L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 1L, 6L, 6L, 6L, 5L, 6L, 8L, 6L, 3L, 5L, 3L, 6L, 1L, 5L, 2L, 6L, 4L, 6L, 6L, 6L, 6L, 4L, 2L, 8L, 5L, 6L, 2L, 6L, 5L, 4L, 8L, 6L, 8L, 3L, 2L, 2L, 6L, 4L, 4L, 6L, 6L, 3L, 6L, 8L, 8L, 6L, 2L, 8L, 7L, 5L, 5L, 6L, 2L, 1L, 4L, 6L, 4L, 2L, 6L, 3L, 2L, 1L, 8L, 2L, 2L, 2L, 6L, 6L, 4L, 1L, 4L, 3L, 1L, 8L, 8L, 1L, 8L, 7L, 4L, 4L, 4L, 6L, 7L, 4L, 3L, 7L, 4L, 6L, 4L, 2L, 6L, 6L, 4L, 1L, 4L, 1L, 4L, 6L, 2L, 6L, 6L, 6L, 4L, 7L, 6L, 4L, 4L, 1L, 2L, 6L, 6L, 4L, 3L, 6L, 2L, 6L, 1L, 6L, 1L, 6L, 2L, 2L, 8L, 2L, 2L, 6L, 5L, 3L, 4L, 7L, 2L, 2L, 4L, 6L, 3L, 3L, 8L, 2L, 4L, 6L, 6L, 7L, 5L, 6L, 1L, 6L, 6L, 1L, 2L, 2L, 4L, 3L, 6L, 6L, 4L, 6L, 6L, 2L, 6L, 6L, 1L, 2L, 6L, 6L, 4L, 2L, 2L, 2L, 2L, 6L, 4L, 3L, 6L, 6L, 6L, 3L, 8L, 1L, 3L, 4L, 6L, 5L, 2L, 3L, 4L, 4L, 8L, 4L, 6L, 8L, 2L, 2L, 4L, 6L, 3L, 3L, 2L, 3L, 3L, 2L, 7L, 2L, 8L, 4L, 5L, 6L, 8L, 2L, 6L, 6L, 2L, 2L, 4L, 8L, 2L, 6L, 6L, 4L, 1L, 2L, 4L, 2L, 2L, 7L, 5L, 5L, 5L, 4L, 5L, 4L, 3L, 5L, 7L, 6L, 2L, 2L, 6L, 6L, 6L, 6L, 1L, 6L, 6L, 6L, 4L, 6L, 4L, 6L, 6L, 3L, 2L, 8L, 2L, 4L, 2L, 2L, 2L, 6L, 1L, 2L, 6L, 1L, 4L, 8L, 2L, 6L, 8L, 6L, 5L, 2L, 2L, 2L, 2L, 2L, 4L, 2L, 1L, 2L, 2L, 5L, 2L, 2L, 6L, 6L, 4L, 8L, 6L, 2L, 6L, 6L, 1L, 4L, 6L, 6L, 6L, 2L, 6L, 4L, 6L, 6L, 4L, 6L, 8L, 6L, 4L, 1L, 6L, 7L, 4L, 3L, 6L, 6L, 6L, 6L, 6L, 7L, 6L, 1L, 6L, 6L, 6L, 4L, 6L, 2L, 8L, 6L, 6L, 4L, 6L, 8L, 4L, 8L, 1L, 2L, 3L, 3L, 3L, 2L, 6L, 3L, 4L, 2L, 4L, 4L, 4L, 8L, 8L, 8L, 1L, 6L, 6L, 5L, 1L, 8L, 5L, 2L, 5L, 4L, 3L, 1L, 6L, 6L, 2L, 7L, 1L, 4L, 2L, 2L, 2L, 7L, 2L, 8L, 4L, 8L, 4L, 2L, 2L, 7L, 4L, 6L, 2L, 2L, 8L, 2L, 2L, 2L, 8L, 6L, 8L, 6L, 4L, 4L, 4L, 6L, 4L, 6L, 6L, 1L, 4L, 4L, 4L, 4L, 4L, 3L, 3L, 5L, 4L, 6L, 5L, 3L, 6L, 7L, 8L, 2L, 7L, 2L, 6L, 6L, 6L, 6L, 8L, 1L, 1L, 2L, 7L, 6L, 2L, 8L, 2L, 3L, 7L, 6L, 6L, 7L, 4L, 6L, 4L, 1L, 7L, 1L, 5L, 6L, 2L, 3L, 2L, 4L, 4L, 6L, 6L, 7L, 6L, 8L, 6L, 7L, 2L, 5L, 8L, 4L, 4L, 2L, 5L, 4L, 6L, 3L, 6L, 6L, 6L, 4L, 6L, 4L, 1L, 2L, 6L, 4L, 5L, 1L, 2L, 4L, 5L, 2L, 8L, 8L, 5L, 6L, 5L, 6L, 2L, 8L, 1L, 6L, 5L, 5L, 4L, 4L, 1L, 6L, 2L, 6L, 6L, 4L, 2L, 1L, 6L, 6L, 3L, 7L, 3L, 6L, 6L, 1L, 2L, 5L, 4L, 8L, 3L, 1L, 6L, 4L, 2L, 8L, 2L, 4L, 4L, 6L, 6L, 6L, 1L, 6L, 4L, 6L, 6L, 6L, 6L, 1L, 6L, 3L, 6L, 2L, 5L, 6L, 4L, 7L, 4L, 5L, 6L, 3L, 6L, 8L, 6L, 2L, 4L, 5L, 3L, 2L, 6L, 7L, 6L, 4L, 4L, 2L, 4L, 6L, 7L, 4L, 6L, 6L, 7L, 6L, 4L, 1L, 6L, 8L, 6L, 4L, 6L, 6L, 2L, 6L, 2L, 6L, 2L, 6L, 2L, 2L, 2L, 2L, 5L, 2L, 6L, 2L, 2L, 6L, 5L, 2L, 2L, 4L, 3L, 2L, 1L, 4L, 4L, 8L, 6L, 5L, 4L, 8L, 7L, 5L, 7L, 8L, 6L, 6L, 4L, 8L, 6L, 1L, 5L, 6L, 6L, 4L, 4L, 6L, 4L, 4L, 5L, 4L, 3L, 5L, 2L, 2L, 4L, 1L, 3L, 2L, 3L, 3L, 4L, 4L, 3L, 4L, 4L, 1L, 1L, 5L, 3L, 3L, 4L, 7L, 7L, 4L, 2L, 3L, 6L, 5L, 4L, 6L, 4L, 1L, 2L, 3L, 3L, 4L, 6L, 3L, 2L, 2L, 6L, 6L, 6L, 4L, 6L, 6L, 3L, 4L, 4L, 6L, 8L, 6L, 2L, 6L, 8L, 6L, 8L, 6L, 1L, 6L, 6L, 1L, 6L, 8L, 6L, 8L, 8L, 7L, 8L, 8L, 6L, 2L, 7L, 6L, 5L, 4L, 6L, 6L, 5L, 4L, 7L, 4L, 6L, 6L, 4L, 6L, 7L, 4L, 5L, 6L, 2L, 4L, 7L, 2L, 8L, 2L, 6L, 6L, 6L, 6L, 4L, 2L, 6L, 4L, 4L, 4L, 5L, 4L, 1L, 8L, 6L, 6L, 4L, 6L, 2L, 6L, 6L, 6L, 5L, 2L, 4L, 2L, 1L, 2L, 1L, 2L, 6L, 1L, 4L, 6L, 1L, 4L, 5L, 2L, 2L, 2L, 6L, 6L, 6L, 4L, 8L, 5L, 6L, 3L, 6L, 6L, 6L, 3L, 1L, 4L, 8L, 4L, 1L, 2L, 3L, 7L, 4L, 8L, 6L, 4L, 6L, 8L, 4L, 6L, 6L, 8L, 4L, 6L, 6L, 6L, 3L, 7L, 5L, 8L, 6L, 4L, 3L, 3L, 6L, 6L, 6L, 8L, 8L, 7L, 6L, 6L, 6L, 5L, 5L, 2L, 6L, 2L, 3L, 6L, 4L, 2L, 6L, 7L, 1L, 3L, 4L, 1L, 4L, 6L, 1L, 6L, 6L, 6L, 4L, 6L, 6L, 6L, 8L, 6L, 6L, 6L, 2L, 2L, 6L, 2L, 2L, 8L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 2L, 2L, 2L, 6L, 4L, 4L, 6L, 6L, 6L, 6L, 6L, 6L, 1L, 5L, 4L, 6L, 4L, 5L, 6L, 5L, 4L, 6L, 5L, 4L, 7L, 6L, 6L, 6L, 6L, 4L, 4L, 5L, 4L, 6L, 6L, 4L, 4L, 5L, 6L, 8L, 6L, 2L, 4L, 6L, 6L, 2L, 6L, 8L, 6L, 6L, 6L, 3L, 3L, 7L, 5L, 4L, 6L, 6L, 3L, 5L, 5L, 6L, 5L, 2L, 4L, 6L, 6L, 6L, 6L, 4L, 2L, 2L, 6L, 6L, 6L, 2L, 1L, 6L, 4L, 5L, 5L, 5L, 6L, 2L, 4L, 6L, 6L, 6L, 6L, 2L, 5L, 5L, 5L, 6L, 6L, 2L, 2L, 6L, 8L, 4L, 8L, 5L, 5L, 2L, 3L, 2L, 8L, 5L, 2L, 2L, 2L, 2L, 7L, 4L, 5L, 4L, 6L, 5L, 4L, 7L, 6L, 7L, 6L, 1L, 6L, 4L, 7L, 4L, 6L, 4L, 6L, 6L, 5L, 7L, 6L, 6L, 4L, 6L, 6L, 2L, 6L, 6L, 6L, 6L, 2L, 6L, 4L, 4L, 1L, 6L, 2L, 6L, 1L, 1L, 6L, 6L, 6L, 6L, 1L, 6L, 1L, 6L, 4L, 2L, 1L, 6L, 6L, 3L, 1L, 4L, 6L, 3L, 8L, 4L, 2L, 4L, 3L, 6L, 1L, 6L, 5L, 6L, 2L, 2L, 6L, 8L, 6L, 4L, 6L, 2L, 8L, 1L, 3L, 5L, 6L, 6L, 4L, 8L, 4L, 8L, 4L, 8L, 1L, 6L, 8L, 5L, 6L, 6L, 6L, 6L, 6L, 8L, 6L, 8L, 8L, 6L, 2L), .Label = c("A Levels", "Degree", "GCSE/CSE", "GCSE/O Level", "Higher/Sub Degree", "No Qualification", "ONC/BTEC", "Other/Sub Degree"), class = "factor"), nationality = structure(c(1L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 6L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 6L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 6L, 1L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 4L, 1L, 2L, 2L, 2L, 2L, 2L, 8L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 3L, 2L, 2L, 4L, 1L, 2L, 2L, 1L, 1L, 6L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 4L, 2L, 5L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 5L, 2L, 2L, 2L, 8L, 2L, 6L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 4L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 6L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 6L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 4L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 5L, 8L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 4L, 4L, 2L, 1L, 4L, 2L, 2L, 4L, 4L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 6L, 1L, 6L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 6L, 2L, 2L, 1L, 1L, 2L, 4L, 2L, 2L, 2L, 1L, 2L, 6L, 4L, 1L, 2L, 2L, 4L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 3L, 1L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 6L, 2L, 2L, 2L, 1L, 2L, 1L, 3L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 4L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 5L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 4L, 1L, 1L, 2L, 4L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 6L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 1L, 1L, 5L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 5L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 8L, 7L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 4L, 4L, 1L, 1L, 2L, 5L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 6L, 2L, 8L, 5L, 2L, 1L, 2L, 2L, 2L, 5L, 1L, 2L, 2L, 1L, 5L, 5L, 2L, 4L, 1L, 4L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 4L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 4L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 4L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 2L, 4L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 1L, 4L, 2L, 2L, 2L, 2L, 2L, 2L, 8L, 6L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 4L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 4L, 3L, 3L, 2L, 5L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 4L, 2L, 8L, 1L, 4L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 4L, 3L, 1L, 1L, 1L, 2L, 4L, 2L, 2L, 4L, 8L, 4L, 1L, 4L, 3L, 4L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 3L, 1L, 1L, 2L, 4L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 4L, 2L, 4L, 4L, 2L, 4L, 3L, 1L, 4L, 4L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 4L, 2L, 1L, 4L, 1L, 2L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 8L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 3L, 3L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 6L, 2L, 2L, 3L, 1L, 1L, 2L, 1L, 4L, 1L, 2L, 4L, 1L, 1L, 4L, 2L, 2L, 3L, 1L, 4L, 4L, 1L, 2L, 2L, 4L, 1L, 1L, 2L, 4L, 1L, 4L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 4L, 6L, 1L, 1L, 1L, 2L, 5L, 2L, 4L, 2L, 1L, 1L, 1L, 4L, 4L, 1L, 4L, 1L, 4L, 1L, 1L, 1L, 1L, 2L, 2L, 4L, 4L, 4L, 1L, 1L, 1L, 1L, 1L, 1L, 2L, 1L, 1L, 6L, 2L, 2L, 2L, 3L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 2L, 5L, 2L, 2L, 2L, 1L, 2L, 4L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 8L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 6L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 3L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 6L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 8L, 4L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 5L, 2L, 2L, 2L, 1L, 5L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 3L, 2L, 1L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 2L, 6L, 1L, 2L, 1L, 2L, 4L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 5L, 2L, 1L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 4L, 1L, 2L, 1L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 4L, 2L, 2L, 2L, 1L, 1L, 2L, 1L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 2L, 4L, 1L, 2L, 1L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 3L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 2L, 2L, 1L, 8L, 8L, 2L, 1L, 2L, 6L, 2L, 2L, 2L, 2L, 3L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 8L, 2L, 2L, 2L, 2L, 2L, 4L, 2L, 1L, 2L, 1L, 6L, 2L, 1L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 2L, 2L, 8L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 8L, 2L, 1L, 3L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 1L, 2L, 1L, 2L, 2L, 1L, 1L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 1L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 3L, 2L, 2L, 1L, 2L, 8L, 2L, 2L, 1L, 2L, 2L, 3L, 2L, 1L, 8L, 8L, 8L, 8L, 1L, 8L, 8L, 8L, 8L, 8L, 4L, 8L, 1L, 4L, 8L, 8L, 8L, 8L, 8L, 8L, 2L, 8L, 8L, 1L, 1L, 8L, 2L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 1L, 8L, 8L, 8L, 8L, 1L, 8L, 8L, 8L, 8L, 2L, 8L, 2L, 1L, 8L, 1L, 8L, 1L, 8L, 8L, 1L, 8L, 1L, 1L, 8L, 2L, 1L, 8L, 1L, 2L, 8L, 8L, 2L, 8L, 8L, 8L, 2L, 1L, 1L, 1L, 2L, 1L, 2L, 1L, 8L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 1L, 6L, 1L, 6L, 6L, 6L, 6L, 6L, 1L, 6L, 6L, 1L, 6L, 6L, 6L, 1L, 6L, 6L, 6L, 6L, 1L, 6L, 6L, 6L, 1L, 6L, 6L, 1L, 1L, 6L, 1L, 6L, 1L, 1L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 1L, 6L, 6L, 6L, 6L, 6L, 1L, 6L, 6L, 6L, 6L, 6L, 1L, 6L, 6L, 3L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 1L, 6L, 1L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 1L, 1L, 6L, 6L, 6L, 6L, 6L, 1L, 6L, 6L, 6L, 6L, 6L, 6L, 3L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 1L, 6L, 1L, 6L, 2L, 2L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 1L, 6L, 6L, 6L, 6L, 2L, 6L, 2L, 6L), .Label = c("British", "English", "Irish", "Other", "Refused", "Scottish", "Unknown", "Welsh"), class = "factor"), ethnicity = structure(c(7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 4L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 5L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 5L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 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7L, 1L, 7L, 1L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 4L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 3L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 5L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 1L, 1L, 1L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 2L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 1L, 3L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 3L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 3L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 4L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 5L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 5L, 7L, 7L, 7L, 7L, 7L, 3L, 7L, 7L, 7L, 1L, 3L, 3L, 7L, 2L, 1L, 2L, 2L, 1L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 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7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 7L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L, 7L), .Label = c("Asian", "Black", "Chinese", "Mixed", "Refused", "Unknown", "White"), class = "factor"), gross_income = structure(c(3L, 9L, 5L, 1L, 3L, 2L, 7L, 1L, 3L, 6L, 1L, 8L, 7L, 1L, 2L, 2L, 4L, 1L, 3L, 4L, 3L, 6L, 3L, 10L, 6L, 9L, 6L, 9L, 3L, 6L, 8L, 9L, 3L, 2L, 1L, 3L, 6L, 9L, 2L, 2L, 4L, 8L, 3L, 9L, 1L, 2L, 3L, 3L, 1L, 2L, 6L, 1L, 7L, 6L, 4L, 6L, 1L, 6L, 6L, 3L, 9L, 9L, 3L, 6L, 3L, 6L, 6L, 7L, 2L, 4L, 1L, 6L, 4L, 1L, 3L, 2L, 2L, 3L, 1L, 1L, 3L, 6L, 9L, 3L, 2L, 2L, 1L, 9L, 3L, 7L, 9L, 1L, 9L, 5L, 3L, 6L, 5L, 4L, 3L, 6L, 3L, 9L, 2L, 1L, 7L, 1L, 6L, 3L, 4L, 4L, 6L, 4L, 2L, 3L, 2L, 8L, 2L, 2L, 6L, 7L, 8L, 2L, 6L, 6L, 2L, 6L, 4L, 6L, 6L, 3L, 1L, 3L, 2L, 6L, 1L, 3L, 1L, 6L, 9L, 3L, 2L, 6L, 1L, 2L, 1L, 8L, 9L, 2L, 2L, 8L, 3L, 1L, 1L, 2L, 1L, 1L, 7L, 8L, 6L, 1L, 2L, 6L, 4L, 2L, 6L, 1L, 1L, 2L, 9L, 7L, 3L, 3L, 6L, 9L, 5L, 3L, 6L, 1L, 6L, 6L, 3L, 7L, 9L, 2L, 6L, 6L, 4L, 6L, 3L, 6L, 2L, 6L, 3L, 10L, 5L, 1L, 9L, 5L, 7L, 2L, 7L, 6L, 5L, 1L, 3L, 6L, 3L, 3L, 6L, 6L, 6L, 9L, 5L, 3L, 6L, 1L, 7L, 2L, 6L, 6L, 2L, 2L, 1L, 3L, 6L, 2L, 6L, 2L, 2L, 6L, 3L, 1L, 8L, 8L, 3L, 6L, 6L, 6L, 6L, 1L, 6L, 1L, 6L, 6L, 4L, 4L, 1L, 1L, 1L, 8L, 9L, 1L, 1L, 6L, 5L, 4L, 6L, 5L, 1L, 1L, 6L, 1L, 1L, 4L, 1L, 2L, 1L, 6L, 6L, 6L, 9L, 2L, 8L, 6L, 6L, 3L, 2L, 9L, 3L, 6L, 3L, 6L, 6L, 6L, 3L, 9L, 9L, 9L, 3L, 6L, 9L, 6L, 6L, 10L, 6L, 2L, 1L, 1L, 3L, 2L, 9L, 4L, 1L, 5L, 9L, 4L, 8L, 9L, 2L, 5L, 6L, 5L, 1L, 4L, 3L, 8L, 2L, 6L, 5L, 8L, 3L, 9L, 1L, 5L, 2L, 2L, 3L, 3L, 6L, 6L, 8L, 5L, 3L, 9L, 8L, 6L, 2L, 2L, 9L, 3L, 6L, 1L, 7L, 9L, 9L, 3L, 6L, 3L, 3L, 6L, 3L, 3L, 6L, 3L, 6L, 10L, 6L, 3L, 1L, 3L, 1L, 3L, 3L, 3L, 6L, 9L, 2L, 6L, 2L, 3L, 6L, 10L, 4L, 1L, 3L, 5L, 1L, 1L, 6L, 8L, 3L, 6L, 6L, 6L, 9L, 6L, 1L, 8L, 8L, 6L, 2L, 2L, 4L, 6L, 4L, 3L, 7L, 1L, 1L, 4L, 9L, 4L, 4L, 2L, 1L, 1L, 4L, 2L, 6L, 8L, 2L, 7L, 7L, 6L, 3L, 6L, 1L, 1L, 2L, 6L, 5L, 6L, 5L, 2L, 3L, 1L, 2L, 7L, 3L, 5L, 1L, 7L, 1L, 1L, 2L, 5L, 6L, 8L, 3L, 2L, 1L, 7L, 4L, 7L, 3L, 6L, 6L, 9L, 4L, 6L, 3L, 5L, 6L, 1L, 2L, 2L, 4L, 5L, 9L, 2L, 2L, 6L, 3L, 1L, 3L, 4L, 6L, 4L, 6L, 8L, 6L, 3L, 7L, 9L, 7L, 4L, 6L, 6L, 9L, 3L, 7L, 4L, 1L, 1L, 8L, 7L, 6L, 5L, 4L, 2L, 3L, 1L, 9L, 1L, 1L, 6L, 3L, 6L, 1L, 3L, 9L, 1L, 2L, 4L, 2L, 6L, 2L, 5L, 9L, 4L, 4L, 1L, 2L, 2L, 4L, 2L, 3L, 8L, 10L, 9L, 6L, 2L, 8L, 1L, 6L, 5L, 6L, 4L, 10L, 9L, 6L, 2L, 6L, 6L, 3L, 6L, 8L, 6L, 1L, 3L, 3L, 1L, 1L, 3L, 6L, 6L, 6L, 3L, 1L, 6L, 3L, 8L, 3L, 9L, 6L, 1L, 5L, 2L, 6L, 2L, 1L, 2L, 3L, 6L, 1L, 6L, 3L, 6L, 2L, 6L, 9L, 4L, 5L, 3L, 1L, 3L, 6L, 2L, 3L, 3L, 1L, 7L, 5L, 2L, 6L, 3L, 2L, 9L, 2L, 1L, 4L, 4L, 1L, 6L, 1L, 4L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 6L, 3L, 6L, 6L, 6L, 9L, 6L, 6L, 6L, 9L, 6L, 3L, 3L, 3L, 6L, 6L, 2L, 1L, 9L, 6L, 6L, 1L, 1L, 4L, 1L, 1L, 4L, 8L, 8L, 5L, 4L, 4L, 2L, 1L, 3L, 6L, 10L, 6L, 6L, 1L, 3L, 8L, 8L, 6L, 6L, 6L, 8L, 6L, 3L, 1L, 8L, 7L, 3L, 3L, 3L, 1L, 9L, 1L, 3L, 6L, 6L, 1L, 7L, 8L, 2L, 9L, 1L, 6L, 4L, 3L, 6L, 1L, 8L, 5L, 6L, 6L, 1L, 2L, 1L, 7L, 5L, 6L, 3L, 8L, 8L, 1L, 6L, 9L, 1L, 6L, 1L, 1L, 8L, 2L, 1L, 1L, 3L, 8L, 1L, 1L, 2L, 1L, 6L, 8L, 1L, 4L, 1L, 3L, 8L, 8L, 2L, 1L, 8L, 2L, 9L, 5L, 6L, 6L, 4L, 6L, 3L, 1L, 4L, 2L, 1L, 6L, 2L, 5L, 2L, 9L, 1L, 3L, 4L, 8L, 2L, 6L, 6L, 8L, 1L, 7L, 7L, 4L, 6L, 1L, 9L, 4L, 5L, 4L, 8L, 8L, 9L, 7L, 8L, 7L, 1L, 3L, 3L, 2L, 6L, 9L, 8L, 3L, 6L, 3L, 5L, 1L, 3L, 1L, 5L, 9L, 2L, 2L, 6L, 2L, 6L, 6L, 1L, 4L, 3L, 6L, 1L, 8L, 7L, 9L, 4L, 4L, 1L, 6L, 8L, 1L, 3L, 2L, 3L, 3L, 9L, 6L, 3L, 1L, 8L, 2L, 8L, 5L, 6L, 4L, 1L, 9L, 9L, 5L, 7L, 8L, 6L, 8L, 7L, 5L, 4L, 4L, 6L, 2L, 6L, 3L, 2L, 9L, 4L, 3L, 6L, 3L, 9L, 2L, 2L, 3L, 7L, 3L, 4L, 1L, 2L, 1L, 6L, 5L, 4L, 1L, 5L, 5L, 9L, 7L, 8L, 6L, 1L, 4L, 2L, 6L, 4L, 4L, 1L, 9L, 3L, 9L, 10L, 8L, 8L, 3L, 9L, 6L, 6L, 6L, 1L, 9L, 7L, 4L, 7L, 5L, 4L, 6L, 6L, 6L, 1L, 2L, 9L, 6L, 2L, 6L, 7L, 6L, 9L, 4L, 6L, 8L, 6L, 5L, 7L, 7L, 6L, 1L, 8L, 2L, 1L, 9L, 5L, 7L, 3L, 8L, 6L, 1L, 3L, 3L, 3L, 6L, 5L, 8L, 1L, 10L, 6L, 7L, 6L, 6L, 6L, 9L, 9L, 6L, 3L, 3L, 6L, 6L, 3L, 6L, 4L, 6L, 3L, 1L, 3L, 6L, 6L, 4L, 6L, 4L, 6L, 3L, 2L, 2L, 1L, 1L, 1L, 2L, 6L, 3L, 9L, 3L, 9L, 9L, 8L, 6L, 4L, 6L, 9L, 1L, 3L, 6L, 6L, 4L, 9L, 7L, 2L, 6L, 6L, 6L, 1L, 2L, 3L, 3L, 7L, 3L, 1L, 5L, 4L, 1L, 9L, 8L, 7L, 4L, 1L, 4L, 9L, 1L, 4L, 4L, 4L, 6L, 3L, 9L, 2L, 9L, 3L, 1L, 9L, 6L, 2L, 6L, 1L, 7L, 3L, 2L, 4L, 7L, 5L, 3L, 6L, 8L, 9L, 6L, 1L, 4L, 6L, 3L, 5L, 1L, 3L, 4L, 6L, 4L, 4L, 3L, 1L, 1L, 8L, 4L, 4L, 1L, 6L, 2L, 4L, 6L, 5L, 6L, 6L, 6L, 4L, 1L, 6L, 1L, 8L, 7L, 6L, 9L, 3L, 1L, 3L, 9L, 1L, 3L, 3L, 1L, 6L, 1L, 2L, 7L, 5L, 1L, 2L, 8L, 7L, 1L, 1L, 3L, 9L, 6L, 8L, 2L, 8L, 3L, 6L, 7L, 5L, 7L, 3L, 3L, 6L, 7L, 6L, 6L, 6L, 1L, 1L, 3L, 9L, 1L, 3L, 9L, 7L, 7L, 4L, 8L, 3L, 2L, 4L, 7L, 4L, 3L, 3L, 4L, 4L, 6L, 2L, 3L, 4L, 7L, 5L, 1L, 6L, 6L, 9L, 1L, 7L, 4L, 4L, 3L, 6L, 2L, 5L, 6L, 2L, 3L, 6L, 7L, 3L, 2L, 1L, 6L, 5L, 1L, 4L, 2L, 1L, 9L, 1L, 2L, 5L, 8L, 8L, 3L, 4L, 1L, 3L, 8L, 4L, 6L, 9L, 1L, 8L, 3L, 6L, 9L, 6L, 8L, 6L, 4L, 7L, 3L, 2L, 3L, 1L, 4L, 3L, 9L, 6L, 1L, 6L, 7L, 2L, 1L, 4L, 3L, 3L, 4L, 10L, 4L, 8L, 5L, 3L, 2L, 7L, 3L, 6L, 6L, 5L, 8L, 8L, 4L, 6L, 6L, 3L, 4L, 6L, 2L, 4L, 4L, 4L, 1L, 2L, 2L, 7L, 6L, 2L, 6L, 4L, 2L, 6L, 7L, 5L, 7L, 4L, 7L, 4L, 6L, 6L, 7L, 2L, 6L, 1L, 6L, 3L, 5L, 8L, 2L, 6L, 9L, 9L, 6L, 9L, 8L, 9L, 1L, 5L, 8L, 4L, 4L, 6L, 3L, 1L, 9L, 1L, 3L, 2L, 10L, 4L, 1L, 1L, 7L, 6L, 8L, 3L, 4L, 8L, 6L, 4L, 6L, 3L, 9L, 6L, 9L, 2L, 2L, 9L, 6L, 3L, 7L, 2L, 3L, 6L, 4L, 3L, 4L, 6L, 6L, 1L, 1L, 5L, 6L, 4L, 3L, 6L, 2L, 5L, 6L, 6L, 9L, 6L, 3L, 3L, 6L, 1L, 3L, 6L, 3L, 6L, 6L, 2L, 6L, 6L, 9L, 6L, 6L, 9L, 10L, 3L, 8L, 9L, 2L, 3L, 1L, 6L, 6L, 6L, 3L, 6L, 4L, 6L, 3L, 6L, 1L, 3L, 6L, 1L, 6L, 1L, 1L, 6L, 3L, 1L, 6L, 1L, 7L, 4L, 6L, 2L, 1L, 3L, 4L, 2L, 8L, 2L, 6L, 3L, 6L, 1L, 2L, 8L, 1L, 3L, 9L, 2L, 4L, 1L, 3L, 1L, 9L, 3L, 1L, 7L, 6L, 1L, 3L, 4L, 7L, 6L, 9L, 7L, 7L, 7L, 6L, 6L, 3L, 10L, 6L, 5L, 6L, 4L, 5L, 7L, 6L, 6L, 3L, 3L, 1L, 6L, 4L, 8L, 1L, 3L, 6L, 1L, 3L, 2L, 6L, 6L, 6L, 1L, 3L, 1L, 7L, 3L, 2L, 6L, 3L, 3L, 4L, 6L, 9L, 6L, 6L, 2L, 6L, 6L, 6L, 4L, 8L, 2L, 6L, 2L, 9L, 4L, 3L, 6L, 6L, 6L, 9L, 10L, 5L, 8L, 1L, 6L, 1L, 3L, 2L, 8L, 5L, 3L, 9L, 4L, 7L, 3L, 1L, 1L, 4L, 6L, 1L, 2L, 8L, 3L, 9L, 9L, 6L, 2L, 9L, 1L, 1L, 6L, 6L, 3L, 3L, 7L, 7L, 6L, 2L, 6L, 8L, 6L, 8L, 8L, 6L, 8L, 9L, 8L, 4L, 1L, 5L, 8L, 1L, 8L, 3L, 6L, 3L, 10L, 3L, 6L, 3L, 6L, 2L, 1L, 6L, 5L, 6L, 1L, 8L, 3L, 1L, 1L, 6L, 2L, 6L, 3L, 6L, 9L, 2L, 1L, 6L, 3L, 3L, 3L, 6L, 4L, 3L, 1L, 3L, 4L, 9L, 2L, 3L, 4L, 7L, 4L, 3L, 4L, 6L, 1L, 6L, 6L, 1L, 6L, 3L, 8L, 3L, 4L, 1L, 6L, 4L, 2L, 1L, 1L, 4L, 10L, 9L, 6L, 5L, 6L, 1L, 2L, 1L, 4L, 1L, 6L, 9L, 4L, 5L, 5L, 1L, 1L, 2L, 6L, 3L, 3L, 3L, 4L, 4L, 2L, 1L, 6L, 3L, 7L, 7L, 4L, 6L, 2L, 1L, 1L, 6L, 10L, 8L, 1L, 3L, 5L, 2L, 7L, 5L, 3L, 7L, 1L, 6L, 4L, 1L, 2L, 2L, 2L, 1L, 6L, 3L, 4L, 6L, 4L, 2L, 6L, 2L, 6L, 6L, 6L, 6L, 6L, 9L, 3L, 4L, 1L, 9L, 5L, 3L, 6L, 3L, 6L, 1L, 6L, 2L, 1L, 1L, 2L, 6L, 6L, 2L, 1L, 6L, 2L, 2L, 8L, 2L, 6L, 6L, 6L, 2L, 5L, 6L, 6L, 9L, 2L, 6L, 2L, 6L, 6L, 6L, 6L, 5L, 6L, 2L, 6L, 5L, 3L, 7L, 8L, 2L, 1L, 8L, 6L, 9L, 9L, 1L, 2L, 6L, 2L, 3L, 4L, 3L, 1L, 3L, 6L, 6L, 6L, 2L, 3L, 1L, 9L, 1L, 1L, 9L, 4L, 8L, 1L, 8L, 6L, 3L, 3L, 6L, 3L, 1L), .Label = c("10,400 to 15,600", "15,600 to 20,800", "2,600 to 5,200", "20,800 to 28,600", "28,600 to 36,400", "5,200 to 10,400", "Above 36,400", "Refused", "Under 2,600", "Unknown"), class = "factor"), region = structure(c(6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 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