Data Set - Body Fat of 252 Men
Percentage of body fat, age, weight, height, and ten body circumference measurements for
252 men. Data supplied by
Roger Johnson
Math/CS Dept
Carleton College
Northfield, MN 55057
rjohnson@carleton.edu
Density %Fat Age Weight Height Neck Chest Abdom Hip Thigh Knee Ankle Biceps F-arm Wrist
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1.0708 12.3 23 154.25 67.75 36.2 93.1 85.2 94.5 59.0 37.3 21.9 32.0 27.4 17.1
1.0853 6.1 22 173.25 72.25 38.5 93.6 83.0 98.7 58.7 37.3 23.4 30.5 28.9 18.2
1.0414 25.3 22 154.00 66.25 34.0 95.8 87.9 99.2 59.6 38.9 24.0 28.8 25.2 16.6
1.0751 10.4 26 184.75 72.25 37.4 101.8 86.4 101.2 60.1 37.3 22.8 32.4 29.4 18.2
1.0340 28.7 24 184.25 71.25 34.4 97.3 100.0 101.9 63.2 42.2 24.0 32.2 27.7 17.7
1.0502 20.9 24 210.25 74.75 39.0 104.5 94.4 107.8 66.0 42.0 25.6 35.7 30.6 18.8
1.0549 19.2 26 181.00 69.75 36.4 105.1 90.7 100.3 58.4 38.3 22.9 31.9 27.8 17.7
1.0704 12.4 25 176.00 72.50 37.8 99.6 88.5 97.1 60.0 39.4 23.2 30.5 29.0 18.8
1.0900 4.1 25 191.00 74.00 38.1 100.9 82.5 99.9 62.9 38.3 23.8 35.9 31.1 18.2
1.0722 11.7 23 198.25 73.50 42.1 99.6 88.6 104.1 63.1 41.7 25.0 35.6 30.0 19.2
1.0830 7.1 26 186.25 74.50 38.5 101.5 83.6 98.2 59.7 39.7 25.2 32.8 29.4 18.5
1.0812 7.8 27 216.00 76.00 39.4 103.6 90.9 107.7 66.2 39.2 25.9 37.2 30.2 19.0
1.0513 20.8 32 180.50 69.50 38.4 102.0 91.6 103.9 63.4 38.3 21.5 32.5 28.6 17.7
1.0505 21.2 30 205.25 71.25 39.4 104.1 101.8 108.6 66.0 41.5 23.7 36.9 31.6 18.8
1.0484 22.1 35 187.75 69.50 40.5 101.3 96.4 100.1 69.0 39.0 23.1 36.1 30.5 18.2
1.0512 20.9 35 162.75 66.00 36.4 99.1 92.8 99.2 63.1 38.7 21.7 31.1 26.4 16.9
1.0333 29.0 34 195.75 71.00 38.9 101.9 96.4 105.2 64.8 40.8 23.1 36.2 30.8 17.3
1.0468 22.9 32 209.25 71.00 42.1 107.6 97.5 107.0 66.9 40.0 24.4 38.2 31.6 19.3
1.0622 16.0 28 183.75 67.75 38.0 106.8 89.6 102.4 64.2 38.7 22.9 37.2 30.5 18.5
1.0610 16.5 33 211.75 73.50 40.0 106.2 100.5 109.0 65.8 40.6 24.0 37.1 30.1 18.2
1.0551 19.1 28 179.00 68.00 39.1 103.3 95.9 104.9 63.5 38.0 22.1 32.5 30.3 18.4
1.0640 15.2 28 200.50 69.75 41.3 111.4 98.8 104.8 63.4 40.6 24.6 33.0 32.8 19.9
1.0631 15.6 31 140.25 68.25 33.9 86.0 76.4 94.6 57.4 35.3 22.2 27.9 25.9 16.7
1.0584 17.7 32 148.75 70.00 35.5 86.7 80.0 93.4 54.9 36.2 22.1 29.8 26.7 17.1
1.0668 14.0 28 151.25 67.75 34.5 90.2 76.3 95.8 58.4 35.5 22.9 31.1 28.0 17.6
1.0911 3.7 27 159.25 71.50 35.7 89.6 79.7 96.5 55.0 36.7 22.5 29.9 28.2 17.7
1.0811 7.9 34 131.50 67.50 36.2 88.6 74.6 85.3 51.7 34.7 21.4 28.7 27.0 16.5
1.0468 22.9 31 148.00 67.50 38.8 97.4 88.7 94.7 57.5 36.0 21.0 29.2 26.6 17.0
1.0910 3.7 27 133.25 64.75 36.4 93.5 73.9 88.5 50.1 34.5 21.3 30.5 27.9 17.2
1.0790 8.8 29 160.75 69.00 36.7 97.4 83.5 98.7 58.9 35.3 22.6 30.1 26.7 17.6
1.0716 11.9 32 182.00 73.75 38.7 100.5 88.7 99.8 57.5 38.7 33.9 32.5 27.7 18.4
1.0862 5.7 29 160.25 71.25 37.3 93.5 84.5 100.6 58.5 38.8 21.5 30.1 26.4 17.9
1.0719 11.8 27 168.00 71.25 38.1 93.0 79.1 94.5 57.3 36.2 24.5 29.0 30.0 18.8
1.0502 21.3 41 218.50 71.00 39.8 111.7 100.5 108.3 67.1 44.2 25.2 37.5 31.5 18.7
1.0263 32.3 41 247.25 73.50 42.1 117.0 115.6 116.1 71.2 43.3 26.3 37.3 31.7 19.7
1.0101 40.1 49 191.75 65.00 38.4 118.5 113.1 113.8 61.9 38.3 21.9 32.0 29.8 17.0
1.0438 24.2 40 202.25 70.00 38.5 106.5 100.9 106.2 63.5 39.9 22.6 35.1 30.6 19.0
1.0346 28.4 50 196.75 68.25 42.1 105.6 98.8 104.8 66.0 41.5 24.7 33.2 30.5 19.4
1.0202 35.2 46 363.15 72.25 51.2 136.2 148.1 147.7 87.3 49.1 29.6 45.0 29.0 21.4
1.0258 32.6 50 203.00 67.00 40.2 114.8 108.1 102.5 61.3 41.1 24.7 34.1 31.0 18.3
1.0217 34.5 45 262.75 68.75 43.2 128.3 126.2 125.6 72.5 39.6 26.6 36.4 32.7 21.4
1.0250 32.9 44 205.00 29.50 36.6 106.0 104.3 115.5 70.6 42.5 23.7 33.6 28.7 17.4
1.0279 31.6 48 217.00 70.00 37.3 113.3 111.2 114.1 67.7 40.9 25.0 36.7 29.8 18.4
1.0269 32.0 41 212.00 71.50 41.5 106.6 104.3 106.0 65.0 40.2 23.0 35.8 31.5 18.8
1.0814 7.7 39 125.25 68.00 31.5 85.1 76.0 88.2 50.0 34.7 21.0 26.1 23.1 16.1
1.0670 13.9 43 164.25 73.25 35.7 96.6 81.5 97.2 58.4 38.2 23.4 29.7 27.4 18.3
1.0742 10.8 40 133.50 67.50 33.6 88.2 73.7 88.5 53.3 34.5 22.5 27.9 26.2 17.3
1.0665 5.6 39 148.50 71.25 34.6 89.8 79.5 92.7 52.7 37.5 21.9 28.8 26.8 17.9
1.0678 13.6 45 135.75 68.50 32.8 92.3 83.4 90.4 52.0 35.8 20.6 28.8 25.5 16.3
1.0903 4.0 47 127.50 66.75 34.0 83.4 70.4 87.2 50.6 34.4 21.9 26.8 25.8 16.8
1.0756 10.2 47 158.25 72.25 34.9 90.2 86.7 98.3 52.6 37.2 22.4 26.0 25.8 17.3
1.0840 6.6 40 139.25 69.00 34.3 89.2 77.9 91.0 51.4 34.9 21.0 26.7 26.1 17.2
1.0807 8.0 51 137.25 67.75 36.5 89.7 82.0 89.1 49.3 33.7 21.4 29.6 26.0 16.9
1.0848 6.3 49 152.75 73.50 35.1 93.3 79.6 91.6 52.6 37.6 22.6 38.5 27.4 18.5
1.0906 3.9 42 136.25 67.50 37.8 87.6 77.6 88.6 51.9 34.9 22.5 27.7 27.5 18.5
1.0473 22.6 54 198.00 72.00 39.9 107.6 100.0 99.6 57.2 38.0 22.0 35.9 30.2 18.9
1.0524 20.4 58 181.50 68.00 39.1 100.0 99.8 102.5 62.1 39.6 22.5 33.1 28.3 18.5
1.0356 28.0 62 201.25 69.50 40.5 111.5 104.2 105.8 61.8 39.8 22.7 37.7 30.9 19.2
1.0280 31.5 54 202.50 70.75 40.5 115.4 105.3 97.0 59.1 38.0 22.5 31.6 28.8 18.2
1.0430 24.6 61 179.75 65.75 38.4 104.8 98.3 99.6 60.6 37.7 22.9 34.5 29.6 18.5
1.0396 26.1 62 216.00 73.25 41.4 112.3 104.8 103.1 61.6 40.9 23.1 36.2 31.8 20.2
1.0317 29.8 56 178.75 68.50 35.6 102.9 94.7 100.8 60.9 38.0 22.1 32.5 29.8 18.3
1.0298 30.7 54 193.25 70.25 38.0 107.6 102.4 99.4 61.0 39.4 23.6 32.7 29.9 19.1
1.0403 25.8 61 178.00 67.00 37.4 105.3 99.7 99.7 60.8 40.1 22.7 33.6 29.0 18.8
1.0264 32.3 57 205.50 70.00 40.1 105.3 105.5 108.3 65.0 41.2 24.7 35.3 31.1 18.4
1.0313 30.0 55 183.50 67.50 40.9 103.0 100.3 104.2 64.8 40.2 22.7 34.8 30.1 18.7
1.0499 21.5 54 151.50 70.75 35.6 90.0 83.9 93.9 55.0 36.1 21.7 29.6 27.4 17.4
1.0673 13.8 55 154.75 71.50 36.9 95.4 86.6 91.8 54.3 35.4 21.5 32.8 27.4 18.7
1.0847 6.3 54 155.25 69.25 37.5 89.3 78.4 96.1 56.0 37.4 22.4 32.6 28.1 18.1
1.0693 12.9 55 156.75 71.50 36.3 94.4 84.6 94.3 51.2 37.4 21.6 27.3 27.1 17.3
1.0439 24.3 62 167.50 71.50 35.5 97.6 91.5 98.5 56.6 38.6 22.4 31.5 27.3 18.6
1.0788 8.8 55 146.75 68.75 38.7 88.5 82.8 95.5 58.9 37.6 21.6 30.3 27.3 18.3
1.0796 8.5 56 160.75 73.75 36.4 93.6 82.9 96.3 52.9 37.5 23.1 29.7 27.3 18.2
1.0680 13.5 55 125.00 64.00 33.2 87.7 76.0 88.6 50.9 35.4 19.1 29.3 25.7 16.9
1.0720 11.8 61 143.00 65.75 36.5 93.4 83.3 93.0 55.5 35.2 20.9 29.4 27.0 16.8
1.0666 18.5 61 148.25 67.50 36.0 91.6 81.8 94.8 54.5 37.0 21.4 29.3 27.0 18.3
1.0790 8.8 57 162.50 69.50 38.7 91.6 78.8 94.3 56.7 39.7 24.2 30.2 29.2 18.1
1.0483 22.2 69 177.75 68.50 38.7 102.0 95.0 98.3 55.0 38.3 21.8 30.8 25.7 18.8
1.0498 21.5 81 161.25 70.25 37.8 96.4 95.4 99.3 53.5 37.5 21.5 31.4 26.8 18.3
1.0560 18.8 66 171.25 69.25 37.4 102.7 98.6 100.2 56.5 39.3 22.7 30.3 28.7 19.0
1.0283 31.4 67 163.75 67.75 38.4 97.7 95.8 97.1 54.8 38.2 23.7 29.4 27.2 19.0
1.0382 26.8 64 150.25 67.25 38.1 97.1 89.0 96.9 54.8 38.0 22.0 29.9 25.2 17.7
1.0568 18.4 64 190.25 72.75 39.3 103.1 97.8 99.6 58.9 39.0 23.0 34.3 29.6 19.0
1.0377 27.0 70 170.75 70.00 38.7 101.8 94.9 95.0 56.0 36.5 24.1 31.2 27.3 19.2
1.0378 27.0 72 168.00 69.25 38.5 101.4 99.8 96.2 56.3 36.6 22.0 29.7 26.3 18.0
1.0386 26.6 67 167.00 67.50 36.5 98.9 89.7 96.2 54.7 37.8 33.7 32.4 27.7 18.2
1.0648 14.9 72 157.75 67.25 37.7 97.5 88.1 96.9 57.2 37.7 21.8 32.6 28.0 18.8
1.0462 23.1 64 160.00 65.75 36.5 104.3 90.9 93.8 57.8 39.5 23.3 29.2 28.4 18.1
1.0800 8.3 46 176.75 72.50 38.0 97.3 86.0 99.3 61.0 38.4 23.8 30.2 29.3 18.8
1.0666 14.1 48 176.00 73.00 36.7 96.7 86.5 98.3 60.4 39.9 24.4 28.8 29.6 18.7
1.0520 20.5 46 177.00 70.00 37.2 99.7 95.6 102.2 58.3 38.2 22.5 29.1 27.7 17.7
1.0573 18.2 44 179.75 69.50 39.2 101.9 93.2 100.6 58.9 39.7 23.1 31.4 28.4 18.8
1.0795 8.5 47 165.25 70.50 37.5 97.2 83.1 95.4 56.9 38.3 22.1 30.1 28.2 18.4
1.0424 24.9 46 192.50 71.75 38.0 106.6 97.5 100.6 58.9 40.5 24.5 33.3 29.6 19.1
1.0785 9.0 47 184.25 74.50 37.3 99.6 88.8 101.4 57.4 39.6 24.6 30.3 27.9 17.8
1.0991 17.4 53 224.50 77.75 41.1 113.2 99.2 107.5 61.7 42.3 23.2 32.9 30.8 20.4
1.0770 9.6 38 188.75 73.25 37.5 99.1 91.6 102.4 60.6 39.4 22.9 31.6 30.1 18.5
1.0730 11.3 50 162.50 66.50 38.7 99.4 86.7 96.2 62.1 39.3 23.3 30.6 27.8 18.2
1.0582 17.8 46 156.50 68.25 35.9 95.1 88.2 92.8 54.7 37.3 21.9 31.6 27.5 18.2
1.0484 22.2 47 197.00 72.00 40.0 107.5 94.0 103.7 62.7 39.0 22.3 35.3 30.9 18.3
1.0506 21.2 49 198.50 73.50 40.1 106.5 95.0 101.7 59.0 39.4 22.3 32.2 31.0 18.6
1.0524 20.4 48 173.75 72.00 37.0 99.1 92.0 98.3 59.3 38.4 22.4 27.9 26.2 17.0
1.0530 20.1 41 172.75 71.25 36.3 96.7 89.2 98.3 60.0 38.4 23.2 31.0 29.2 18.4
1.0480 22.3 49 196.75 73.75 40.7 103.5 95.5 101.6 59.1 39.8 25.4 31.0 30.3 19.7
1.0412 25.4 43 177.00 69.25 39.6 104.0 98.6 99.5 59.5 36.1 22.0 30.1 27.2 17.7
1.0578 18.0 43 165.50 68.50 31.1 93.1 87.3 96.6 54.7 39.0 24.8 31.0 29.4 18.8
1.0547 19.3 43 200.25 73.50 38.6 105.2 102.8 103.6 61.2 39.3 23.5 30.5 28.5 18.1
1.0569 18.3 52 203.25 74.25 42.0 110.0 101.6 100.7 55.8 38.7 23.4 35.1 29.6 19.1
1.0593 17.3 43 194.00 75.50 38.5 110.1 88.7 102.1 57.5 40.0 24.8 35.1 30.7 19.2
1.0500 21.4 40 168.50 69.25 34.2 97.8 92.3 100.6 57.5 36.8 22.8 32.1 26.0 17.3
1.0538 19.7 43 170.75 68.50 37.2 96.3 90.6 99.3 61.9 38.0 22.3 33.3 28.2 18.1
1.0355 28.0 43 183.25 70.00 37.1 108.0 105.0 103.0 63.7 40.0 23.6 33.5 27.8 17.4
1.0486 22.1 47 178.25 70.00 40.2 99.7 95.0 98.6 62.3 38.1 23.9 35.3 31.1 19.8
1.0503 21.3 42 163.00 70.25 35.3 93.5 89.6 99.8 61.5 37.8 21.9 30.7 27.6 17.4
1.0384 26.7 48 175.25 71.75 38.0 100.7 92.4 97.5 59.3 38.1 21.8 31.8 27.3 17.5
1.0607 16.7 40 158.00 69.25 36.3 97.0 86.6 92.6 55.9 36.3 22.1 29.8 26.3 17.3
1.0529 20.1 48 177.25 72.75 36.8 96.0 90.0 99.7 58.8 38.4 22.8 29.9 28.0 18.1
1.0671 13.9 51 179.00 72.00 41.0 99.2 90.0 96.4 56.8 38.8 23.3 33.4 29.8 19.5
1.0404 25.8 40 191.00 74.00 38.3 95.4 92.4 104.3 64.6 41.1 24.8 33.6 29.5 18.5
1.0575 18.1 44 187.50 72.25 38.0 101.8 87.5 101.0 58.5 39.2 24.5 32.1 28.6 18.0
1.0358 27.9 52 206.50 74.50 40.8 104.3 99.2 104.1 58.5 39.3 24.6 33.9 31.2 19.5
1.0414 25.3 44 185.25 71.50 39.5 99.2 98.1 101.4 57.1 40.5 23.2 33.0 29.6 18.4
1.0652 14.7 40 160.25 68.75 36.9 99.3 83.3 97.5 60.5 38.7 22.6 34.4 28.0 17.6
1.0623 16.0 47 151.50 66.75 36.9 94.0 86.1 95.2 58.1 36.5 22.1 30.6 27.5 17.6
1.0674 13.8 50 161.00 66.50 37.7 98.9 84.1 94.0 58.5 36.6 23.5 34.4 29.2 18.0
1.0587 17.5 46 167.00 67.00 36.6 101.0 89.9 100.0 60.7 36.0 21.9 35.6 30.2 17.6
1.0373 27.2 42 177.50 68.75 38.9 98.7 92.1 98.5 60.7 36.8 22.2 33.8 30.3 17.2
1.0590 17.4 43 152.25 67.75 37.5 95.9 78.0 93.2 53.5 35.8 20.8 33.9 28.2 17.4
1.0515 20.8 40 192.25 73.25 39.8 103.9 93.5 99.5 61.7 39.0 21.8 33.3 29.6 18.1
1.0648 14.9 42 165.25 69.75 38.3 96.2 87.0 97.8 57.4 36.9 22.2 31.6 27.8 17.7
1.0575 18.1 49 171.75 71.50 35.5 97.8 90.1 95.8 57.0 38.7 23.2 27.5 26.5 17.6
1.0472 22.7 40 171.25 70.50 36.3 94.6 90.3 99.1 60.3 38.5 23.0 31.2 28.4 17.1
1.0452 23.6 47 197.00 73.25 37.8 103.6 99.8 103.2 61.2 38.1 22.6 33.5 28.6 17.9
1.0398 26.1 50 157.00 66.75 37.8 100.4 89.4 92.3 56.1 35.6 20.5 33.6 29.3 17.3
1.0435 24.4 41 168.25 69.50 36.5 98.4 87.2 98.4 56.0 36.9 23.0 34.0 29.8 18.1
1.0374 27.1 44 186.00 69.75 37.8 104.6 101.1 102.1 58.9 37.9 22.7 30.9 28.8 17.6
1.0491 21.8 39 166.75 70.75 37.0 92.9 86.1 95.6 58.8 36.1 22.4 32.7 28.3 17.1
1.0325 29.4 43 187.75 74.00 37.7 97.8 98.6 100.6 63.6 39.2 23.8 34.3 28.4 17.7
1.0481 22.4 40 168.25 71.25 34.3 98.3 88.5 98.3 58.1 38.4 22.5 31.7 27.4 17.6
1.0522 20.4 49 212.75 75.00 40.8 104.7 106.6 107.7 66.5 42.5 24.5 35.5 29.8 18.7
1.0422 24.9 40 176.75 71.00 37.4 98.6 93.1 101.6 59.1 39.6 21.6 30.8 27.9 16.6
1.0571 18.3 40 173.25 69.50 36.5 99.5 93.0 99.3 60.4 38.2 22.0 32.0 28.5 17.8
1.0459 23.3 52 167.00 67.75 37.5 102.7 91.0 98.9 57.1 36.7 22.3 31.6 27.5 17.9
1.0775 9.4 23 159.75 72.25 35.5 92.1 77.1 93.9 56.1 36.1 22.7 30.5 27.2 18.2
1.0754 10.3 23 188.15 77.50 38.0 96.6 85.3 102.5 59.1 37.6 23.2 31.8 29.7 18.3
1.0664 14.2 24 156.00 70.75 35.7 92.7 81.9 95.3 56.4 36.5 22.0 33.5 28.3 17.3
1.0550 19.2 24 208.50 72.75 39.2 102.0 99.1 110.1 71.2 43.5 25.2 36.1 30.3 18.7
1.0322 29.6 25 206.50 69.75 40.9 110.9 100.5 106.2 68.4 40.8 24.6 33.3 29.7 18.4
1.0873 5.3 25 143.75 72.50 35.2 92.3 76.5 92.1 51.9 35.7 22.0 25.8 25.2 16.9
1.0416 25.2 26 223.00 70.25 40.6 114.1 106.8 113.9 67.6 42.7 24.7 36.0 30.4 18.4
1.0776 9.4 26 152.25 69.00 35.4 92.9 77.6 93.5 56.9 35.9 20.4 31.6 29.0 17.8
1.0542 19.6 26 241.75 74.50 41.8 108.3 102.9 114.4 72.9 43.5 25.1 38.5 33.8 19.6
1.0758 10.1 27 146.00 72.25 34.1 88.5 72.8 91.1 53.6 36.8 23.8 27.8 26.3 17.4
1.0610 16.5 27 156.75 67.25 37.9 94.0 88.2 95.2 56.8 37.4 22.8 30.6 28.3 17.9
1.0510 21.0 27 200.25 73.50 38.2 101.1 100.1 105.0 62.1 40.0 24.9 33.7 29.2 19.4
1.0594 17.3 28 171.50 75.25 35.6 92.1 83.5 98.3 57.3 37.8 21.7 32.2 27.7 17.7
1.0287 31.2 28 205.75 69.00 38.5 105.6 105.0 106.4 68.6 40.0 25.2 35.2 30.7 19.1
1.0761 10.0 28 182.50 72.25 37.0 98.5 90.8 102.5 60.8 38.5 25.0 31.6 28.0 18.6
1.0704 12.5 30 136.50 68.75 35.9 88.7 76.6 89.8 50.1 34.8 21.8 27.0 34.9 16.9
1.0477 22.5 31 177.25 71.50 36.2 101.1 92.4 99.3 59.4 39.0 24.6 30.1 28.2 18.2
1.0775 9.4 31 151.25 72.25 35.0 94.0 81.2 91.5 52.5 36.6 21.0 27.0 26.3 16.5
1.0653 14.6 33 196.00 73.00 38.5 103.8 95.6 105.1 61.4 40.6 25.0 31.3 29.2 19.1
1.0690 13.0 33 184.25 68.75 40.7 98.9 92.1 103.5 64.0 37.3 23.5 33.5 30.6 19.7
1.0644 15.1 34 140.00 70.50 36.0 89.2 83.4 89.6 52.4 35.6 20.4 28.3 26.2 16.5
1.0370 27.3 34 218.75 72.00 39.5 111.4 106.0 108.8 63.8 42.0 23.4 34.0 31.2 18.5
1.0549 19.2 35 217.00 73.75 40.5 107.5 95.1 104.5 64.8 41.3 25.6 36.4 33.7 19.4
1.0492 21.8 35 166.25 68.00 38.5 99.1 90.4 95.6 55.5 34.2 21.9 30.2 28.7 17.7
1.0525 20.3 35 224.75 72.25 43.9 108.2 100.4 106.8 63.3 41.7 24.6 37.2 33.1 19.8
1.0180 34.3 35 228.25 69.50 40.4 114.9 115.9 111.9 74.4 40.6 24.0 36.1 31.8 18.8
1.0610 16.5 35 172.75 69.50 37.6 99.1 90.8 98.1 60.1 39.1 23.4 32.5 29.8 17.4
1.0926 3.0 35 152.25 67.75 37.0 92.2 81.9 92.8 54.7 36.2 22.1 30.4 27.4 17.7
1.0983 .7 35 125.75 65.50 34.0 90.8 75.0 89.2 50.0 34.8 22.0 24.8 25.9 16.9
1.0521 20.5 35 177.25 71.00 38.4 100.5 90.3 98.7 57.8 37.3 22.4 31.0 28.7 17.7
1.0603 16.9 36 176.25 71.50 38.7 98.2 90.3 99.9 59.2 37.7 21.5 32.4 28.4 17.8
1.0414 25.3 36 226.75 71.75 41.5 115.3 108.8 114.4 69.2 42.4 24.0 35.4 21.0 20.1
1.0763 9.9 37 145.25 69.25 36.0 96.8 79.4 89.2 50.3 34.8 22.2 31.0 26.9 16.9
1.0689 13.1 37 151.00 67.00 35.3 92.6 83.2 96.4 60.0 38.1 22.0 31.5 26.6 16.7
1.0316 29.9 37 241.25 71.50 42.1 119.2 110.3 113.9 69.8 42.6 24.8 34.4 29.5 18.4
1.0477 22.5 38 187.25 69.25 38.0 102.7 92.7 101.9 64.7 39.5 24.7 34.8 30.3 18.1
1.0603 16.9 39 234.75 74.50 42.8 109.5 104.5 109.9 69.5 43.1 25.8 39.1 32.5 19.9
1.0387 26.6 39 219.25 74.25 40.0 108.5 104.6 109.8 68.1 42.8 24.1 35.6 29.0 19.0
1.1089 .0 40 118.50 68.00 33.8 79.3 69.4 85.0 47.2 33.5 20.2 27.7 24.6 16.5
1.0725 11.5 40 145.75 67.25 35.5 95.5 83.6 91.6 54.1 36.2 21.8 31.4 28.3 17.2
1.0713 12.1 40 159.25 69.75 35.3 92.3 86.8 96.1 58.0 39.4 22.7 30.0 26.4 17.4
1.0587 17.5 40 170.50 74.25 37.7 98.9 90.4 95.5 55.4 38.9 22.4 30.5 28.9 17.7
1.0794 8.6 40 167.50 71.50 39.4 89.5 83.7 98.1 57.3 39.7 22.6 32.9 29.3 18.2
1.0453 23.6 41 232.75 74.25 41.9 117.5 109.3 108.8 67.7 41.3 24.7 37.2 31.8 20.0
1.0524 20.4 41 210.50 72.00 38.5 107.4 98.9 104.1 63.5 39.8 23.5 36.4 30.4 19.1
1.0520 20.5 41 202.25 72.50 40.8 109.2 98.0 101.8 62.8 41.3 24.8 36.6 32.4 18.8
1.0434 24.4 41 185.00 68.25 38.0 103.4 101.2 103.1 61.5 40.4 22.9 33.4 29.2 18.5
1.0728 11.4 41 153.00 69.25 36.4 91.4 80.6 92.3 54.3 36.3 21.8 29.6 27.3 17.9
1.0140 38.1 42 244.25 76.00 41.8 115.2 113.7 112.4 68.5 45.0 25.5 37.1 31.2 19.9
1.0624 15.9 42 193.50 70.50 40.7 104.9 94.1 102.7 60.6 38.6 24.7 34.0 30.1 18.7
1.0429 24.7 42 224.75 74.75 38.5 106.7 105.7 111.8 65.3 43.3 26.0 33.7 29.9 18.5
1.0470 22.8 42 162.75 72.75 35.4 92.2 85.6 96.5 60.2 38.9 22.4 31.7 27.1 17.1
1.0411 25.5 42 180.00 68.25 38.5 101.6 96.6 100.6 61.1 38.4 24.1 32.9 29.8 18.8
1.0488 22.0 42 156.25 69.00 35.5 97.8 86.0 96.2 57.7 38.6 24.0 31.2 27.3 17.4
1.0583 17.7 42 168.00 71.50 36.5 92.0 89.7 101.0 62.3 38.0 22.3 30.8 27.8 16.9
1.0841 6.6 42 167.25 72.75 37.6 94.0 78.0 99.0 57.5 40.0 22.5 30.6 30.0 18.5
1.0462 23.6 43 170.75 67.50 37.4 103.7 89.7 94.2 58.5 39.0 24.1 33.8 28.8 18.8
1.0709 12.2 43 178.25 70.25 37.8 102.7 89.2 99.2 60.2 39.2 23.8 31.7 28.4 18.6
1.0484 22.1 43 150.00 69.25 35.2 91.1 85.7 96.9 55.5 35.7 22.0 29.4 26.6 17.4
1.0340 28.7 43 200.50 71.50 37.9 107.2 103.1 105.5 68.8 38.3 23.7 32.1 28.9 18.7
1.0854 6.0 44 184.00 74.00 37.9 100.8 89.1 102.6 60.6 39.0 24.0 32.9 29.2 18.4
1.0209 34.8 44 223.00 69.75 40.9 121.6 113.9 107.1 63.5 40.3 21.8 34.8 30.7 17.4
1.0610 16.6 44 208.75 73.00 41.9 105.6 96.3 102.0 63.3 39.8 24.1 37.3 23.1 19.4
1.0250 32.9 44 166.00 65.50 39.1 100.6 93.9 100.1 58.9 37.6 21.4 33.1 29.5 17.3
1.0254 32.8 47 195.00 72.50 40.2 102.7 101.3 101.7 60.7 39.4 23.3 36.7 31.6 18.4
1.0771 9.6 47 160.50 70.25 36.0 99.8 83.9 91.8 53.0 36.2 22.5 31.4 27.5 17.7
1.0742 10.8 47 159.75 70.75 34.5 92.9 84.4 94.0 56.0 38.2 22.6 29.0 26.2 17.6
1.0829 7.1 49 140.50 68.00 35.8 91.2 79.4 89.0 51.1 35.0 21.7 30.9 28.8 17.4
1.0373 27.2 49 216.25 74.50 40.2 115.6 104.0 109.0 63.7 40.3 23.2 36.8 31.0 18.9
1.0543 19.5 49 168.25 71.75 38.3 98.3 89.7 99.1 56.3 38.8 23.0 29.5 27.9 18.6
1.0561 18.7 50 194.75 70.75 39.0 103.7 97.6 104.2 60.0 40.9 25.5 32.7 30.0 19.0
1.0543 19.5 50 172.75 73.00 37.4 98.7 87.6 96.1 57.1 38.1 21.8 28.6 26.7 18.0
.9950 47.5 51 219.00 64.00 41.2 119.8 122.1 112.8 62.5 36.9 23.6 34.7 29.1 18.4
1.0678 13.6 51 149.25 69.75 34.8 92.8 81.1 96.3 53.8 36.5 21.5 31.3 26.3 17.8
1.0819 7.5 51 154.50 70.00 36.9 93.3 81.5 94.4 54.7 39.0 22.6 27.5 25.9 18.6
1.0433 24.5 52 199.25 71.75 39.4 106.8 100.0 105.0 63.9 39.2 22.9 35.7 30.4 19.2
1.0646 15.0 53 154.50 69.25 37.6 93.9 88.7 94.5 53.7 36.2 22.0 28.5 25.7 17.1
1.0706 12.4 54 153.25 70.50 38.5 99.0 91.8 96.2 57.7 38.1 23.9 31.4 29.9 18.9
1.0399 26.0 54 230.00 72.25 42.5 119.9 110.4 105.5 64.2 42.7 27.0 38.4 32.0 19.6
1.0726 11.5 54 161.75 67.50 37.4 94.2 87.6 95.6 59.7 40.2 23.4 27.9 27.0 17.8
1.0874 5.2 55 142.25 67.25 35.2 92.7 82.8 91.9 54.4 35.2 22.5 29.4 26.8 17.0
1.0740 10.9 55 179.75 68.75 41.1 106.9 95.3 98.2 57.4 37.1 21.8 34.1 31.1 19.2
1.0703 12.5 55 126.50 66.75 33.4 88.8 78.2 87.5 50.8 33.0 19.7 25.3 22.0 15.8
1.0650 14.8 55 169.50 68.25 37.2 101.7 91.1 97.1 56.6 38.5 22.6 33.4 29.3 18.8
1.0418 25.2 55 198.50 74.25 38.3 105.3 96.7 106.6 64.0 42.6 23.4 33.2 30.0 18.4
1.0647 14.9 56 174.50 69.50 38.1 104.0 89.4 98.4 58.4 37.4 22.5 34.6 30.1 18.8
1.0601 17.0 56 167.75 68.50 37.4 98.6 93.0 97.0 55.4 38.8 23.2 32.4 29.7 19.0
1.0745 10.6 57 147.75 65.75 35.2 99.6 86.4 90.1 53.0 35.0 21.3 31.7 27.3 16.9
1.0620 16.1 57 182.25 71.75 39.4 103.4 96.7 100.7 59.3 38.6 22.8 31.8 29.1 19.0
1.0636 15.4 58 175.50 71.50 38.0 100.2 88.1 97.8 57.1 38.9 23.6 30.9 29.6 18.0
1.0384 26.7 58 161.75 67.25 35.1 94.9 94.9 100.2 56.8 35.9 21.0 27.8 26.1 17.6
1.0403 25.8 60 157.75 67.50 40.4 97.2 93.3 94.0 54.3 35.7 21.0 31.3 28.7 18.3
1.0563 18.6 62 168.75 67.50 38.3 104.7 95.6 93.7 54.4 37.1 22.7 30.3 26.3 18.3
1.0424 24.8 62 191.50 72.25 40.6 104.0 98.2 101.1 59.3 40.3 23.0 32.6 28.5 19.0
1.0372 27.3 63 219.15 69.50 40.2 117.6 113.8 111.8 63.4 41.1 22.3 35.1 29.6 18.5
1.0705 12.4 64 155.25 69.50 37.9 95.8 82.8 94.5 61.2 39.1 22.3 29.8 28.9 18.3
1.0316 29.9 65 189.75 65.75 40.8 106.4 100.5 100.5 59.2 38.1 24.0 35.9 30.5 19.1
1.0599 17.0 65 127.50 65.75 34.7 93.0 79.7 87.6 50.7 33.4 20.1 28.5 24.8 16.5
1.0207 35.0 65 224.50 68.25 38.8 119.6 118.0 114.3 61.3 42.1 23.4 34.9 30.1 19.4
1.0304 30.4 66 234.25 72.00 41.4 119.7 109.0 109.1 63.7 42.4 24.6 35.6 30.7 19.5
1.0256 32.6 67 227.75 72.75 41.3 115.8 113.4 109.8 65.6 46.0 25.4 35.3 29.8 19.5
1.0334 29.0 67 199.50 68.50 40.7 118.3 106.1 101.6 58.2 38.8 24.1 32.1 29.3 18.5
1.0641 15.2 68 155.50 69.25 36.3 97.4 84.3 94.4 54.3 37.5 22.6 29.2 27.3 18.5
1.0308 30.2 69 215.50 70.50 40.8 113.7 107.6 110.0 63.3 44.0 22.6 37.5 32.6 18.8
1.0736 11.0 70 134.25 67.00 34.9 89.2 83.6 88.8 49.6 34.8 21.5 25.6 25.7 18.5
1.0236 33.6 72 201.00 69.75 40.9 108.5 105.0 104.5 59.6 40.8 23.2 35.2 28.6 20.1
1.0328 29.3 72 186.75 66.00 38.9 111.1 111.5 101.7 60.3 37.3 21.5 31.3 27.2 18.0
1.0399 26.0 72 190.75 70.50 38.9 108.3 101.3 97.8 56.0 41.6 22.7 30.5 29.4 19.8
1.0271 31.9 74 207.50 70.00 40.8 112.4 108.5 107.1 59.3 42.2 24.6 33.7 30.0 20.9
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Appendix 
