[116b5e]: / Supplementary data 1.xlsx

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# SUBJECT_ID AFP AG Age ALB ALP ALT AST BASO# BASO% BUN Ca CA125 CA19-9 CA72-4 CEA CL CO2CP CREA TYPE DBIL EO# EO% GGT GLO GLU. HCT HE4 HGB IBIL K LYM# LYM% MCH MCV Menopause Mg MONO# MONO% MPV Na NEU PCT PDW PHOS PLT RBC RDW TBIL TP UA
1 1 3.58 19.36 47 45.4 56.0 11.0 24.0 0.01 0.3 5.35 2.48 15.36 36.48 6.42 1.4 107.4 19.9 103.0 0 2.0 0.04 1.0 16.0 28.5 4.67 0.273 nan 89.0 3.5 5.36 0.65 16.8 33.7 103.4 0 0.78 0.22 5.7 11.7 141.3 76.2 0.09 13.4 1.46 74 2.64 13.7 5.5 73.9 396.4
2 2 34.24 23.98 61 39.9 95.0 9.0 13.0 0.02 0.3 3.21 2.62 2444.00 19.98 nan 2.46 100.1 22.3 45.0 0 2.6 0.04 0.5 13.0 32.1 10.5 0.417 934.1 128.0 4.2 4.38 1.27 17.2 26.2 85.3 1 0.82 0.41 5.5 10.0 142.0 76.5 0.3 11.2 1.09 304 4.89 12.7 6.8 72.0 119.2
3 3 1.50 18.4 39 45.4 77.0 9.0 18.0 0.03 0.6 3.8 2.57 56.08 12.18 nan 0.77 102.6 22.2 48.0 0 4.7 0.03 0.6 10.0 32.5 4.64 0.391 47.56 131.0 10.1 4.3 1.1 23.7 28.4 84.6 0 1.0 0.25 5.4 11.4 138.9 69.7 0.13 15.2 0.97 112 4.62 12.0 14.8 77.9 209.2
4 4 2.75 16.6 45 39.2 26.0 16.0 17.0 0.05 0.74 5.27 2.35 2555 18.41 131.6 0.82 103.2 24.0 65.7 0 2.9 0.0 0.07 17.0 26.9 4.76 0.372 853.5 123.0 8.0 4.7 1.73 27.2 30.6 92.6 1 1.11 0.42 6.55 7.38 139.1 65.5 0.25 17.4 1.25 339 4.01 14.6 10.9 66.1 215.6
5 5 2.36 19.97 45 35.0 47.0 21.0 27.0 0.01 0.1 4.89 2.48 1391 11.15 nan 0.42 99.6 26.2 70.3 0 2.2 0.11 1.6 24.0 31.5 4.07 0.383 404.9 122.0 3.1 4.77 1.98 28.8 27.7 87.0 0 1.08 0.69 10.0 10.4 141.0 59.5 0.28 11.9 0.94 272 4.4 13.4 5.3 66.5 206.0
6 6 3.79 17.39 44 32.9 118.0 51.0 32.0 0.02 0.42 4.47 2.49 55.97 22.57 0.74 1.33 99.3 20.1 80.7 0 5.9 0.01 0.19 75.0 39.4 7.52 0.306 49.95 96.5 2.2 4.89 0.52 11.1 21.8 69.0 0 0.93 0.07 1.51 9.49 131.9 86.8 0.265 19.1 0.68 279 4.44 21.7 8.1 72.3 218.2
7 7 nan 21.87 53 nan nan nan nan 0.02 0.5 2.6 2.24 nan nan nan nan 103.2 21.3 44.0 0 nan 0.06 1.5 nan nan 7.1 0.421 nan 138.0 nan 4.2 1.28 32.7 29.7 90.7 0 0.65 0.19 4.8 12.1 137.7 60.5 0.18 16.8 1.5 148 4.64 12.1 nan nan 151.9
8 8 3.03 24.05 76 50.4 76.0 16.0 23.0 0.04 0.5 5.05 2.68 39.83 1.97 nan 3.45 103.5 21.9 68.0 0 2.3 0.34 3.9 17.0 26.6 5.67 0.4370000000000001 535.9 140.0 5.1 4.75 1.79 20.5 30.4 94.8 1 0.86 0.37 4.2 12.0 144.7 70.9 0.24 15.1 1.17 205 4.61 12.8 7.4 77.0 334.2
9 9 1.01 23.63 38 36.3 64.0 62.0 47.0 0.0 0.4 2.5 2.42 48.14 18.79 nan 0.64 98.3 22.6 41.3 0 2.4 0.0 0.8 18.0 43.3 4.91 0.307 51.38 90.0 3.1 4.43 1.4 38.3 18.1 61.8 0 0.94 0.2 4.1 9.1 140.1 56.4 0.25 17.4 1.01 277 4.96 19.3 5.5 79.6 140.1
10 10 4.7 16.86 30 40.8 77.0 16.0 12.0 0.08 1.23 5.78 2.43 21.46 11.68 10.07 0.66 100.7 25.9 64.1 0 2.0 0.01 0.23 16.0 31.1 4.09 0.456 43.8 147.0 6.4 4.86 3.2 49.7 29.1 90.2 0 0.89 0.35 5.43 6.55 138.6 43.4 0.228 16.9 1.46 348 5.05 14.0 8.4 71.9 210.3
11 11 1.93 23.04 34 51.5 68.0 7.0 21.0 0.01 0.2 3.82 2.8 nan nan nan 0.38 105.7 20.5 63.0 0 2.1 0.0 0.0 12.0 29.2 3.71 0.348 nan 105.0 3.5 4.74 0.82 14.5 24.9 82.7 0 1.0 0.22 3.9 11.6 144.5 81.4 0.26 13.4 1.16 224 4.21 15.5 5.6 80.7 162.1
12 12 4.00 23.29 63 44.6 71.0 14.0 23.0 0.01 0.2 4.9 2.35 16.65 79.08 nan 2.19 104.0 23.0 74.0 0 1.9 0.01 0.2 18.0 25.2 5.5 0.377 96.47 119.0 4.2 4.33 0.89 18.2 30.1 95.4 1 0.88 0.36 7.4 8.9 141.6 74.0 0.19 8.8 1.38 215 3.95 14.9 6.1 69.8 325.2
13 13 nan 16.06 65 45.6 130.0 32.0 16.0 0.04 0.7 2.25 2.63 3271.00 nan nan nan 106.6 28.5 49.0 0 1.4 0.02 0.3 39.0 34.0 4.94 0.396 1352.0 123.0 3.0 4.26 1.3 22.2 28.4 91.5 1 1.01 0.35 6.0 9.7 146.9 70.8 0.3 10.4 1.04 306 4.33 12.3 4.4 79.6 234.1
14 14 2.13 20.68 61 38.9 71.0 16.0 17.0 0.01 0.17 4.49 2.43 123.1 8.85 1.09 0.53 102.7 22.3 72.4 0 1.9 0.01 0.26 32.0 29.6 7.68 0.343 383.6 116.0 1.9 4.48 0.52 9.85 29.8 88.0 1 1.05 0.14 2.55 7.43 141.2 87.2 0.189 16.8 1.14 254 3.89 13.7 3.8 68.5 137.6
15 15 4.34 24.98 60 32.8 70.0 35.0 41.0 0.04 0.48 5.64 2.22 3499 424 17.01 2.0 95.0 21.6 66.2 0 1.7 0.03 0.31 17.0 27.8 5.03 0.32 1026.0 106.0 3.3 4.78 0.53 6.13 31.4 94.7 1 1.05 0.47 5.43 9.94 136.8 87.7 0.223 20.2 1.02 224 3.38 12.6 5.0 60.6 215.8
16 16 2.54 24.61 70 44.2 135.0 11.0 19.0 0.05 0.6 3.12 2.47 4468.00 566.10 nan 1.18 96.3 24.3 50.0 0 2.1 0.05 0.6 33.0 30.9 9.29 0.445 118.0 146.0 4.8 4.11 1.92 23.9 28.9 87.9 1 1.03 0.29 3.6 9.8 141.1 71.3 0.29 11.0 0.7 299 5.06 12.3 6.9 75.1 183.1
17 17 2.15 19.77 72 22.0 69.0 16.0 16.0 0.08 0.82 4.4 1.68 359.7 3.74 2.15 1.57 97.0 23.6 57.0 0 2.1 0.05 0.5 32.0 26.7 11.7 0.275 157.8 88.3 2.9 3.5 0.55 5.84 26.1 81.5 1 0.8 0.62 6.55 7.83 133.0 86.3 0.293 16.5 0.88 374 3.38 15.3 5.0 48.7 304.0
18 18 nan 15.57 42 35.4 83.0 10.0 16.0 0.04 0.6 2.75 2.49 259.30 nan nan nan 103.2 27.9 51.0 0 1.7 0.05 0.7 11.0 32.1 4.52 0.481 59.17 150.0 4.0 4.57 1.16 16.2 29.7 95.2 0 0.89 0.44 6.2 10.2 142.1 76.3 0.33 11.8 0.82 321 5.05 12.0 5.7 67.5 197.7
19 19 nan 19.49 36 27.7 109.0 41.0 33.0 0.0 0.0 4.96 2.32 202.1 39.62 nan nan 84.6 31.0 63.7 0 2.4 0.0 0.1 81.0 32.0 6.32 0.405 109.1 136.0 6.3 3.69 1.0 8.5 29.0 86.4 1 1.06 0.8 6.1 9.0 131.4 85.3 0.35 16.1 1.36 390 4.69 13.3 8.7 59.7 224.5
20 20 4.64 16.94 47 39.6 135.0 16.0 16.0 0.03 0.3 3.88 2.53 450.00 20.93 nan 0.63 99.7 30.2 60.0 0 2.5 0.14 1.6 20.0 27.6 4.47 0.421 334.6 137.0 3.9 4.14 2.22 25.4 27.9 85.7 0 0.87 0.52 5.9 10.7 142.7 66.8 0.28 12.7 1.06 265 4.91 11.9 6.4 67.2 249.4
21 21 nan 21.5 61 46.0 61.0 15.0 18.0 0.02 0.3 2.36 2.63 nan nan nan nan 102.0 23.5 53.0 0 5.0 0.05 0.8 18.0 34.3 4.28 0.413 nan 136.0 12.8 4.0 1.28 20.3 29.8 90.4 1 0.88 0.31 4.9 10.9 143.0 73.7 0.22 13.7 1.2 204 4.57 12.5 17.8 80.3 267.0
22 22 1.17 19.75 48 40.9 59.0 13.0 18.0 0.02 0.2 5.98 2.48 57.94 8.71 nan 1.44 98.1 27.4 67.6 0 2.8 0.05 0.5 14.0 36.0 6.07 0.394 53.95 128.0 6.6 4.25 1.57 15.42 30.3 93.1 0 1.16 0.3 2.9 9.7 141.0 81.01 0.3 10.6 1.09 306 4.23 12.7 9.4 76.9 208.9
23 23 17.52 16.76 27 44.5 63.0 12.0 14.0 0.06 1.21 3.81 2.27 18.16 8.41 12.18 0.44 99.8 28.2 72.7 0 3.4 0.09 1.69 15.0 21.5 5.52 0.368 29.49 122.0 5.5 4.06 1.41 27.2 28.7 86.6 0 0.93 0.35 6.69 7.78 140.7 63.2 0.131 17.3 0.93 168 4.25 13.9 8.9 66.0 172.5
24 24 nan 14.08 51 23.5 44.0 18.0 15.0 0.08 1.3 2.29 1.86 nan nan nan nan 100.6 29.2 55.0 0 1.9 0.13 2.1 16.0 24.6 8.92 0.4370000000000001 nan 143.0 3.4 3.78 1.6 25.5 30.5 93.2 0 0.81 0.34 5.4 10.6 140.1 65.7 0.28 12.1 0.65 261 4.69 12.0 5.3 48.1 216.0
25 25 2.70 21.11 24 47.9 60.0 9.0 20.0 0.0 0.0 3.37 2.6 27.80 54.92 nan 0.51 98.8 27.6 79.0 0 4.1 0.06 1.0 11.0 24.8 4.85 0.4320000000000001 71.52 133.0 10.1 4.61 1.54 25.5 27.5 89.3 0 0.9 0.31 5.1 10.5 142.9 68.4 0.29 11.4 1.2 281 4.84 12.3 14.2 72.7 322.1
26 26 1.60 21.44 77 45.5 75.0 12.0 21.0 0.03 0.6 7.02 2.74 71.80 0.60 nan 1.84 107.8 23.1 64.0 0 3.4 0.1 1.9 10.0 24.3 4.18 0.31 113.0 109.0 5.3 4.44 1.53 28.6 31.1 98.4 1 0.99 0.43 8.0 12.4 147.9 60.9 0.18 15.5 1.09 148 3.83 12.6 8.7 69.8 250.9
27 27 1.54 15.63 47 43.2 63.0 14.0 12.0 0.06 0.96 5.28 2.32 34.01 243 9.84 2.66 102.8 25.2 71.8 0 3.3 0.12 1.96 16.0 31.0 4.81 0.372 53.35 127.0 5.4 4.53 1.88 31.2 31.6 92.5 0 0.96 0.46 7.64 8.01 139.1 58.2 0.189 16.8 0.91 236 4.02 14.0 8.7 74.2 254.0
28 28 1.75 21.77 58 36.7 133.0 40.0 29.0 0.03 0.5 3.58 2.32 38.59 18.36 nan 2.04 99.9 22.1 54.3 0 1.7 0.04 0.6 30.0 37.3 5.2 0.404 92.65 136.0 4.8 3.77 1.67 26.5 31.3 93.1 1 1.29 0.42 6.7 10.1 140.0 65.7 0.27 11.0 1.05 271 4.34 13.0 6.5 74.0 165.6
29 29 3.18 19.47 50 42.4 107.0 41.0 39.0 0.01 0.2 3.29 2.44 121.10 5.41 nan 1.15 98.5 28.7 47.0 0 2.6 0.07 1.6 62.0 33.5 7.21 0.403 207.6 127.0 7.6 4.17 1.11 25.1 27.4 86.9 1 0.88 0.24 5.4 10.6 142.5 67.7 0.3 12.1 1.1 284 4.64 12.1 10.2 75.9 211.5
30 30 1.70 21.81 56 38.0 98.0 11.0 19.0 0.03 0.4 3.16 2.63 389.30 64.05 nan 1.59 99.3 28.1 49.0 0 1.6 0.01 0.1 13.0 29.0 6.25 0.386 219.1 123.0 3.1 4.21 0.75 9.0 30.6 96.0 1 1.04 0.47 5.6 11.9 145.0 84.9 0.4 15.4 1.07 339 4.02 12.0 4.7 67.0 185.6
31 31 1.38 21.3 39 38.0 118.0 86.0 30.0 0.05 1.05 2.99 2.43 21.29 10.16 nan 1.19 99.2 22.5 53.9 0 1.0 0.23 5.1 114.0 35.7 6.23 0.224 62.63 61.8 1.5 4.6 1.43 31.27 18.13 65.6 0 1.29 0.3 6.57 6.33 138.4 56.01 0.328 18.65 1.0 518 3.41 20.35 2.5 73.7 269.5
32 32 1.6 25.09 61 38.8 116.0 10.0 15.0 0.01 0.1 4.77 2.5 279.8 16.6 nan 3.24 97.0 21.3 49.5 0 2.9 0.0 0.02 17.0 36.0 6.79 0.46 310.9 153.0 7.5 4.19 1.65 13.72 28.9 86.8 1 1.28 0.71 5.9 12.8 139.2 80.31 0.35 17.9 1.32 271 5.3 13.1 10.4 74.8 160.4
33 33 1.42 18.78 57 31.8 61.0 10.0 14.0 0.02 0.4 2.18 2.36 196.90 25.84 nan 0.27 102.8 26.3 50.0 0 2.5 0.05 0.9 7.0 31.9 4.51 0.337 125.5 113.0 3.3 4.68 1.11 20.0 31.3 93.4 1 0.87 0.23 4.1 11.6 143.2 74.6 0.32 14.1 1.25 273 3.61 11.7 5.8 63.7 156.4
34 34 2.88 14.24 74 39.0 89.0 11.0 18.0 0.06 0.6 3.8 2.43 446.20 10.29 nan 1.11 101.9 31.0 54.0 0 2.3 0.19 1.8 12.0 32.1 5.44 0.354 773.6 113.0 4.2 4.94 1.81 17.5 28.0 87.8 1 0.97 0.53 5.1 10.3 142.2 75.0 0.4 11.7 1.04 394 4.03 12.6 6.5 71.1 213.3
35 35 2.00 22.67 51 47.6 61.0 25.0 22.0 0.02 0.4 1.89 2.53 237.40 100.40 2.51 19.12 101.8 22.2 59.0 0 2.5 0.06 1.1 13.0 28.4 5.75 0.398 56.88 129.0 5.3 4.37 1.35 23.9 29.8 91.9 1 1.02 0.27 4.8 12.2 142.3 69.8 0.23 16.8 1.12 185 4.33 11.9 7.8 76.0 304.3
36 36 2.7 15.93 41 35.1 48.0 10.0 11.0 0.05 1.2 5.6 2.28 51.35 0.6 2.81 4.74 104.8 22.3 79.5 0 1.7 0.01 0.37 12.0 25.9 3.95 0.346 47.2 119.0 2.6 4.23 1.33 35.1 30.4 88.5 0 0.98 0.36 9.59 8.27 138.8 53.7 0.202 17.3 1.19 244 3.91 14.3 4.3 61.0 177.8
37 37 7.07 21.49 47 44.0 88.0 19.0 13.0 0.04 0.8 2.86 2.53 473.3 1.24 5.42 2.24 102.5 23.8 64.0 0 2.4 0.0 0.0 21.0 36.0 5.22 0.376 583.6 122.0 6.5 4.59 1.81 33.4 27.0 83.4 0 1.1 0.32 5.82 8.34 143.2 59.9 0.266 17.2 1.21 318 4.5 16.4 8.9 80.0 225.7
38 38 2.02 22.46 75 38.5 58.0 8.0 17.0 0.02 0.3 4.84 2.58 1280.00 1.25 nan 2.29 106.2 19.4 91.0 0 1.7 0.13 2.1 9.0 28.4 4.04 0.39 991.5 137.0 3.3 4.46 2.1 33.4 29.2 93.4 1 1.0 0.43 6.8 13.1 143.6 57.4 0.13 18.8 0.98 98 4.42 14.1 5.0 66.9 279.9
39 39 2.85 21.81 74 33.0 108.0 26.0 19.0 0.04 0.6 10.19 2.34 2252 14.81 10.22 4.2 98.6 24.0 94.4 0 2.8 0.0 0.0 42.0 31.9 12.44 0.288 3537.6 96.7 2.5 5.31 0.35 5.39 27.0 80.5 1 0.92 0.31 4.67 8.08 139.1 89.3 0.245 17.0 1.09 303 3.57 15.5 5.3 64.9 214.2
40 40 8.06 16.21 51 27.8 86.0 14.0 20.0 0.04 0.6 2.21 2.23 516.50 nan nan nan 105.3 25.1 54.0 0 3.0 0.03 0.4 91.0 30.8 5.06 0.352 81.52 112.0 5.4 4.21 1.89 28.0 27.1 85.2 0 1.17 0.46 6.8 9.0 142.4 64.2 0.33 8.8 1.12 362 4.13 12.8 8.4 58.6 197.2
41 41 3.46 18.04 53 44.9 126.0 21.0 20.0 0.04 0.6 4.51 2.82 386.70 15.52 41.55 2.0 102.5 30.5 88.0 0 2.5 0.02 0.3 20.0 33.5 5.83 0.364 154.8 120.0 5.9 4.14 0.94 13.7 29.1 88.1 1 1.2 0.29 4.2 11.8 146.9 81.2 0.31 14.3 1.29 260 4.13 12.9 8.4 78.4 407.2
42 42 nan 20.96 61 45.2 87.0 15.0 19.0 0.02 0.4 3.1 2.71 nan nan nan nan 101.7 25.6 72.0 0 3.4 0.03 0.5 36.0 36.9 4.96 0.386 nan 124.0 6.5 4.36 1.49 27.1 29.5 91.9 1 0.92 0.26 4.7 9.4 143.9 67.3 0.29 10.2 1.2 311 4.2 12.0 9.9 82.1 330.6
43 43 2.49 23.12 64 36.9 133.0 7.0 18.0 0.02 0.3 4.12 2.53 24.51 13.41 nan 2.95 97.1 25.4 70.9 0 1.6 0.04 0.6 24.0 43.2 5.41 0.395 125.0 125.0 4.7 4.22 2.12 32.2 26.5 83.9 1 1.17 0.39 5.9 9.1 141.4 61.0 0.32 9.9 1.11 356 4.71 14.0 6.3 80.1 304.6
44 44 2.75 20.1 60 45.3 97.0 14.0 20.0 0.02 0.6 6.79 2.65 396.80 191.70 nan 2.47 102.8 28.0 73.0 0 3.2 0.05 1.5 18.0 34.1 6.06 0.434 128.7 136.0 6.3 4.6 1.65 48.2 28.6 91.2 1 0.96 0.2 5.8 10.7 146.3 43.9 0.29 11.4 1.15 269 4.76 13.1 9.5 79.4 237.5
45 45 0.71 25.63 53 29.6 69.0 10.0 22.0 0.05 0.52 7.0 2.28 675.7 nan nan 0.85 104.2 19.9 65.0 0 1.9 0.01 0.14 14.0 31.3 6.4 0.429 980.6 140.5 4.1 4.3 1.05 11.92 32.88 100.3 1 0.91 0.64 7.28 9.2 138.6 80.14 0.284 20.47 1.11 308 4.27 11.37 6.0 60.9 322.8
46 46 0.77 10.31 71 36.6 97.0 12.0 16.0 0.02 0.3 2.55 2.16 22.84 465.80 nan 9.15 104.3 32.2 52.0 0 2.5 0.03 0.5 15.0 35.9 4.44 0.355 56.4 116.0 5.2 4.11 1.66 25.5 31.4 95.9 1 1.09 0.5 7.7 9.1 142.7 66.0 0.22 8.9 0.88 236 3.7 12.6 7.7 72.5 142.9
47 47 2.16 22.41 45 34.7 88.0 8.0 18.0 0.02 0.2 2.21 2.4 106.30 5.76 nan 0.31 101.0 22.4 55.0 0 2.9 0.04 0.5 23.0 26.9 5.24 0.371 219.1 117.0 5.9 4.21 2.06 25.1 28.7 91.2 0 0.92 0.51 6.2 10.2 141.6 68.0 0.42 11.0 1.12 411 4.07 13.3 8.8 61.6 298.7
48 48 3.01 20.05 69 34.7 87.0 23.0 24.0 0.12 0.98 3.45 2.33 4159 4.95 33.71 3.95 93.9 25.6 102.6 0 3.5 0.01 0.08 23.0 35.5 4.73 0.569 656.2 189.0 5.1 4.85 1.07 8.44 28.0 84.4 1 1.08 0.25 1.94 6.51 134.7 88.6 0.565 18.2 0.97 868 6.74 22.2 8.6 70.2 461.4
49 49 1.74 18.97 18 38.7 186.0 14.0 13.0 0.04 1.15 4.46 2.28 270.6 0.6 64.88 138.8 104.2 23.5 73.6 0 5.3 0.04 1.15 14.0 24.8 5.48 0.338 47.92 112.0 8.6 3.97 1.13 32.1 28.5 85.8 0 1.03 0.29 8.23 7.64 142.7 57.4 0.155 16.3 1.3 203 3.93 14.6 13.9 63.5 254.0
50 50 2.02 23.7 47 49.0 75.0 8.0 17.0 0.0 0.0 3.63 2.8 2193.00 170.60 nan 1.9 100.6 24.4 63.0 0 5.6 0.01 0.2 12.0 31.3 4.69 0.414 166.2 119.0 8.8 4.3 0.99 23.6 24.8 86.3 0 0.94 0.15 3.6 11.0 144.4 72.6 0.32 12.1 1.19 292 4.8 16.1 14.4 80.3 239.2
51 51 4.25 22.3 46 27.7 110.0 13.0 11.0 0.05 0.77 3.2 2.31 865.7 >1000.00 1.44 85.99 90.0 19.5 41.0 0 9.2 0.08 1.27 36.0 36.4 6.3 0.365 102.6 119.0 5.7 3.9 0.58 9.63 28.0 85.6 0 0.79 0.51 8.41 7.15 125.1 79.9 0.149 17.3 1.2 208 4.27 13.7 14.9 32.9 367.5
52 52 2.58 15.82 72 33.7 55.0 16.0 13.0 0.05 0.71 4.68 2.34 107.6 55.01 5.07 0.8 104.7 24.0 78.1 0 2.5 0.12 1.85 16.0 34.0 4.78 0.4 89.81 127.0 4.4 4.32 2.44 37.7 27.9 87.7 1 0.84 0.62 9.52 11.0 140.2 50.2 0.185 20.6 0.99 169 4.56 15.5 6.9 67.7 201.1
53 53 2.20 19.33 60 46.8 74.0 10.0 24.0 0.01 0.2 2.4 2.49 48.84 1.57 nan 24.1 103.9 24.5 55.0 0 3.9 0.03 0.6 29.0 27.7 4.8 0.33 52.25 116.0 7.9 4.43 1.32 27.4 30.7 97.8 1 0.94 0.18 3.7 10.5 143.3 68.1 0.21 13.1 0.77 199 4.17 12.4 11.8 74.5 257.3
54 54 2.8 21.35 25 46.2 28.0 20.0 13.0 0.03 0.42 4.59 2.47 42.66 227.4 2.8 1.39 99.6 20.1 54.2 0 4.2 0.0 0.03 28.0 34.0 5.52 0.387 37.87 135.0 8.2 4.45 1.97 28.1 31.1 89.1 0 0.89 0.46 6.55 6.53 136.6 64.9 0.108 17.1 1.33 165 4.34 14.4 12.4 80.2 232.9
55 55 2.76 23.42 59 39.6 98.0 16.0 17.0 0.04 0.75 4.08 2.51 3967 2.47 10.58 0.84 99.6 23.3 69.6 0 2.1 0.08 1.33 32.0 35.4 5.76 0.413 776.9 136.0 2.8 4.42 1.52 26.0 29.7 90.2 1 1.0 0.35 5.95 6.13 141.9 66.0 0.233 16.7 1.29 380 4.58 14.3 4.9 75.0 262.2
56 56 nan 19.54 40 27.0 54.0 10.0 19.0 0.01 0.1 3.35 2.24 nan nan nan nan 99.2 23.7 49.0 0 2.0 0.0 0.0 11.0 27.8 4.7 0.297 nan 93.0 3.6 4.3 0.83 11.9 24.4 78.0 0 0.85 0.48 6.9 10.5 133.3 81.1 0.44 10.1 0.91 414 3.81 14.7 5.6 40.4 257.0
57 57 2.03 19.42 58 34.7 106.0 13.0 10.0 0.05 0.74 3.6 2.47 64.88 4.4 4.15 1.37 102.0 26.1 65.6 0 2.2 0.04 0.63 27.0 28.2 5.65 0.375 329.4 126.0 6.2 4.62 1.59 25.0 30.0 89.1 1 1.19 0.44 6.87 7.59 142.9 66.7 0.133 18.0 0.96 175 4.21 15.5 8.4 62.9 207.3
58 58 5.70 22.74 60 41.3 71.0 12.0 19.0 0.04 0.5 3.14 2.42 476.00 6.99 2.76 0.87 99.5 21.9 58.0 0 3.5 0.1 1.3 17.0 25.2 5.32 0.42 nan 130.0 5.6 5.04 1.48 19.9 27.0 87.3 1 0.95 0.43 5.8 11.2 139.1 72.5 0.31 13.4 0.93 278 4.81 13.4 9.1 66.5 261.9
59 59 1.92 26.07 74 28.5 81.0 23.0 34.0 0.02 0.4 3.38 2.55 886.50 0.88 nan 2.05 97.0 26.4 64.0 0 2.8 0.04 0.7 15.0 26.2 5.04 0.373 1036.0 122.0 3.0 4.11 0.62 11.0 30.7 94.0 1 0.76 0.42 7.5 11.1 138.2 80.4 0.27 13.3 1.12 247 3.97 12.8 5.8 54.7 285.2
60 60 2.60 19.82 50 34.2 63.0 15.0 18.0 0.04 0.5 4.29 2.35 21.95 85.09 nan 0.71 102.4 21.6 50.1 0 2.7 0.03 0.4 17.0 38.9 4.8 0.395 55.76 131.0 7.6 4.32 3.05 41.9 29.6 89.4 0 1.24 0.51 7.0 12.9 139.5 50.2 0.26 17.4 1.07 199 4.42 14.0 10.3 73.1 192.7
61 61 2.98 18.13 83 44.7 125.0 7.0 21.0 0.03 0.5 5.68 2.69 14.81 52.17 nan 3.04 98.5 27.6 76.0 0 6.7 0.06 1.0 23.0 34.2 4.87 0.388 130.6 126.0 16.0 5.33 2.06 34.9 33.3 102.6 1 1.2 0.43 7.3 10.4 138.9 56.3 0.3 11.9 1.19 289 3.78 17.4 22.7 78.9 354.2
62 62 1.78 26.38 63 40.1 82.0 14.0 14.0 0.0 0.0 5.48 2.31 67.14 8.79 1.71 0.65 94.0 24.6 96.9 0 3.3 0.05 0.35 23.0 32.8 3.82 0.402 124.2 133.9 5.6 4.28 2.0 13.94 32.22 96.8 1 1.21 0.76 5.27 8.58 140.7 80.44 0.305 16.08 1.02 355 4.15 11.89 8.9 72.9 189.8
63 63 2.25 18.78 43 27.9 70.0 16.0 14.0 0.07 0.69 5.33 2.25 2233 17.44 4.58 0.59 100.2 24.6 62.8 0 1.6 0.12 1.15 16.0 28.5 4.99 0.354 1994.4 111.0 3.2 4.78 2.55 23.7 24.7 78.7 0 1.05 0.74 6.9 7.28 138.8 67.5 0.299 17.4 1.11 410 4.5 15.9 4.8 56.4 174.9
64 64 4.87 18.86 71 43.7 70.0 13.0 22.0 0.02 0.3 6.0 2.33 675.70 1.96 nan 1.9 101.6 22.8 72.0 0 3.2 0.17 2.7 17.0 28.9 8.1 0.394 397.8 133.0 7.0 4.16 1.49 24.0 30.5 90.4 1 0.94 0.32 5.2 10.9 138.6 67.8 0.23 12.7 1.5 210 4.36 12.1 10.2 72.6 377.2
65 65 2.22 21.13 45 36.9 66.0 53.0 36.0 0.01 0.1 4.83 2.28 38.82 78.85 nan 47.77 101.6 21.8 59.8 0 2.6 0.09 1.2 63.0 32.1 5.46 0.385 62.96 127.0 5.0 4.43 1.86 25.6 28.5 86.5 0 1.08 0.45 6.2 11.1 140.1 66.9 0.23 13.5 1.16 210 4.45 13.5 7.6 69.0 198.3
66 66 3.58 22.01 52 47.7 62.0 9.0 13.0 0.04 0.6 5.27 2.61 42.63 23.75 nan 1.02 102.6 23.9 52.0 0 2.2 0.13 2.0 10.0 22.1 4.64 0.431 136.1 135.0 4.3 4.51 2.3 35.3 28.2 90.2 1 1.16 0.43 6.6 11.4 144.0 55.5 0.28 14.2 1.18 243 4.78 13.2 6.5 69.8 191.0
67 67 nan 24.58 67 37.7 43.0 10.0 20.0 0.01 0.0 5.85 2.44 nan nan nan nan 102.0 21.0 70.0 0 3.4 0.01 0.0 27.0 14.1 6.9 0.332 161.9 103.0 5.2 4.48 0.81 4.0 28.6 90.3 1 0.85 0.82 4.0 9.7 143.1 92.0 0.17 10.9 1.42 171 3.6 13.4 8.6 51.8 218.1
68 68 4.50 18.79 69 31.6 63.0 7.0 15.0 0.03 0.4 5.1 2.15 2741.00 8.50 nan 0.55 101.4 26.6 56.0 0 1.8 0.03 0.4 15.0 32.4 11.0 0.389 nan 125.0 3.4 4.36 1.22 16.1 28.5 88.6 1 0.88 0.48 6.3 10.3 145.2 76.8 0.32 11.5 1.67 309 4.39 12.3 5.2 64.0 282.1
69 69 3.28 17.75 66 37.3 73.0 39.0 39.0 0.01 0.1 6.61 2.32 7.33 29.23 nan 2.63 104.5 24.1 56.0 0 3.7 0.06 0.9 11.0 34.8 4.41 0.351 nan 117.0 5.2 4.15 1.33 19.8 30.4 91.2 1 0.93 0.29 4.3 12.4 142.2 74.9 0.19 15.2 0.88 154 3.85 12.0 8.9 72.1 170.6
70 70 2.44 18.32 59 45.7 109.0 22.0 30.0 0.01 0.3 3.43 2.53 224.20 11.57 nan 1.87 100.9 27.4 61.0 0 1.8 0.04 1.4 27.0 29.0 4.44 0.389 374.5 124.0 4.1 4.42 1.05 35.6 28.8 90.3 1 0.96 0.17 5.8 9.7 142.2 56.9 0.22 10.2 1.14 225 4.31 12.1 5.9 74.7 268.4
71 71 2.30 24.63 52 45.7 106.0 32.0 23.0 0.0 0.0 2.92 2.53 377.10 9.57 nan 1.65 102.8 21.6 42.0 0 2.7 0.06 1.3 22.0 27.5 4.79 0.42 179.6 133.0 7.7 4.63 1.7 37.5 30.2 95.2 1 0.94 0.23 5.1 12.3 144.4 56.1 0.26 15.7 1.06 208 4.41 12.1 10.4 73.2 183.8
72 72 1.80 20.73 53 29.3 83.0 10.0 23.0 0.05 0.5 2.51 2.34 1777.00 2.46 nan 0.2 101.1 25.7 57.0 0 1.4 0.04 0.4 15.0 36.0 5.1 0.406 403.4 123.0 2.5 5.13 1.45 15.7 25.7 84.8 1 0.88 0.53 5.7 9.5 142.4 77.7 0.64 10.3 1.27 680 4.79 14.0 3.9 65.3 198.8
73 73 1.77 20.33 51 41.5 54.0 24.0 22.0 0.01 0.2 2.58 2.32 73.11 11.39 nan 0.85 100.8 24.9 53.2 0 2.4 0.07 1.3 19.0 36.8 5.61 0.354 186.5 110.0 8.4 4.63 1.07 20.0 26.3 84.5 0 1.27 0.23 4.3 11.0 141.4 74.2 0.27 14.6 1.14 245 4.19 16.7 10.8 78.3 230.1
74 74 2.43 21.35 46 34.3 112.0 14.0 11.0 0.02 0.5 2.64 2.42 1214 >1000.00 49.83 72.06 96.6 24.4 54.8 0 2.5 0.3 2.9 30.0 43.2 5.29 0.339 105.2 116.1 2.9 5.05 1.66 17.8 28.4 82.9 0 0.99 0.58 6.2 7.55 137.3 72.6 0.2 11.5 1.06 263 4.09 10.92 5.4 77.5 179.8
75 75 nan 22.75 52 46.0 127.0 36.0 26.0 0.0 0.0 4.37 2.66 77.32 nan nan nan 97.8 25.1 59.0 0 2.8 0.07 1.3 50.0 33.6 5.29 0.439 160.2 140.0 5.4 4.45 1.34 24.9 28.9 90.5 1 1.01 0.24 4.5 10.5 141.2 69.3 0.23 12.3 1.14 224 4.85 11.8 8.2 79.6 272.6
76 76 3.69 23.52 59 46.3 75.0 18.0 20.0 0.01 0.3 3.26 2.54 275.70 11.22 nan 1.25 99.5 24.5 57.0 0 3.2 0.03 0.9 12.0 23.9 5.85 0.382 105.0 122.0 5.6 4.12 0.91 28.7 27.7 86.6 1 1.04 0.17 5.4 12.0 143.4 64.7 0.18 15.7 1.34 148 4.41 13.0 8.8 70.2 242.1
77 77 nan 23.88 58 24.9 80.0 23.0 35.0 0.01 0.2 1.12 2.29 nan nan nan nan 95.5 24.3 48.0 0 1.7 0.02 0.3 37.0 26.5 7.46 0.336 nan 103.0 1.9 3.78 1.79 27.8 27.6 90.1 1 0.78 0.31 4.8 10.9 139.9 66.9 0.26 13.3 1.12 241 3.73 12.6 3.6 51.4 108.7
78 78 2.31 21.92 40 34.2 77.0 10.0 9.0 0.05 0.94 3.61 2.59 165.8 14.99 17.25 0.87 102.4 21.7 68.8 0 1.5 0.07 1.27 20.0 32.0 5.56 0.36 208.7 120.0 3.9 4.92 1.59 27.9 28.4 84.8 0 1.0 0.42 7.34 6.43 141.1 62.5 0.172 17.5 0.9 268 4.24 13.6 5.4 66.2 203.0
79 79 2.20 26.04 53 40.4 75.0 22.0 22.0 0.01 0.1 3.47 2.76 124.30 30.19 nan 1.63 102.5 20.9 66.0 0 2.5 0.02 0.2 20.0 31.7 5.81 0.41 168.4 135.0 4.5 4.34 1.3 15.8 30.0 91.1 1 0.96 0.21 2.5 8.8 145.1 81.4 0.23 8.9 0.84 266 4.5 11.4 7.0 72.1 276.8
80 80 >1210.00 21.79 34 35.6 59.0 12.0 11.0 0.03 0.48 3.11 2.17 738.4 20.76 10.33 0.53 101.4 21.8 57.6 0 3.5 0.01 0.08 17.0 30.0 4.74 0.384 107.3 132.0 6.0 4.69 0.74 11.0 31.4 91.7 0 1.05 0.39 5.78 9.08 140.3 82.7 0.195 17.4 0.99 214 4.2 14.7 9.5 65.6 242.2
81 81 1.76 25.71 64 38.9 77.0 15.0 23.0 0.02 0.2 5.12 2.55 3950.00 7.04 nan 2.26 104.7 19.3 77.0 0 2.5 0.08 0.8 22.0 20.9 11.19 0.38 517.4 133.0 4.0 4.41 1.15 12.1 25.5 80.4 1 0.83 0.5 5.3 11.9 145.3 81.6 0.25 15.4 1.02 210 4.74 13.3 6.5 59.8 323.2
82 82 3.41 18.76 45 39.5 64.0 68.0 48.0 0.05 0.91 4.87 2.38 23.96 27.92 6.05 3.23 100.5 23.0 56.8 0 2.9 0.0 0.04 58.0 32.4 5.3 0.466 45.26 153.0 6.2 4.66 1.96 33.5 30.5 93.0 0 0.84 0.37 6.34 6.78 137.6 59.3 0.133 16.5 0.98 196 5.01 15.0 9.1 71.9 269.3
83 83 1.2 21.79 23 40.2 97.0 16.0 14.0 0.0 0.3 3.48 2.28 11.83 4.47 1.85 0.21 98.8 22.5 56.5 0 6.3 0.0 0.1 22.0 39.3 4.94 0.389 34.69 128.0 10.8 4.09 0.8 10.3 29.9 90.8 0 1.03 0.4 5.8 9.1 139.0 83.5 0.186 16.4 1.15 205 4.28 11.5 17.1 79.5 236.9
84 84 2.19 18.33 35 38.4 57.0 13.0 9.0 0.02 0.45 3.08 2.61 14.88 7.14 11.63 1.08 102.7 21.9 59.9 0 2.4 0.02 0.46 9.0 32.5 4.93 0.395 35.67 128.8 3.4 4.33 1.29 26.69 29.3 89.9 0 1.18 0.25 5.23 10.33 138.6 67.17 0.165 16.22 0.79 160 4.4 13.59 5.8 70.9 96.0
85 85 0.95 24.51 41 28.1 61.0 15.0 13.0 0.05 0.5 5.46 2.17 461.2 48.66 1.47 0.54 98.8 20.9 59.9 0 1.6 0.01 0.1 14.0 22.9 4.23 0.285 261.9 92.3 2.9 4.41 0.91 9.43 26.9 82.9 1 0.91 0.53 5.55 8.71 139.8 84.4 0.308 17.4 1.09 354 3.43 13.4 4.5 51.0 252.2
86 86 1.49 23.55 57 31.4 89.0 23.0 26.0 0.01 0.1 5.56 2.33 328 20.51 nan 2.63 94.5 24.4 80.2 0 7.3 0.04 0.5 31.0 37.8 6.96 0.383 487.0 125.0 12.2 4.45 1.95 26.6 29.1 89.3 1 0.84 0.43 5.9 14.5 138.0 66.9 0.31 22.5 1.02 213 4.29 14.9 19.5 69.2 616.7
87 87 2.73 21.47 42 45.1 88.0 15.0 15.0 0.02 0.4 2.98 2.54 255.50 9.53 nan 1.5 103.2 23.6 58.0 0 2.3 0.05 0.9 9.0 28.8 4.52 0.387 140.9 123.0 5.1 4.67 1.65 30.4 29.1 91.7 0 0.96 0.28 5.2 12.0 143.6 63.1 0.27 15.4 1.03 228 4.22 12.3 7.4 73.9 248.9
88 88 1.86 17.37 60 39.1 72.0 12.0 28.0 0.01 0.2 4.18 2.57 >5000.00 6.00 nan 2.01 102.3 28.0 53.0 0 2.2 0.0 0.0 16.0 35.5 4.99 0.446 421.1 142.0 5.2 4.37 2.36 42.5 30.7 96.3 1 0.94 0.31 5.6 10.8 143.3 51.7 0.24 11.9 0.91 220 4.63 13.4 7.4 74.6 284.4
89 89 508 19.28 24 36.5 71.0 12.0 12.0 0.05 0.58 4.27 2.36 124.6 17.09 0.63 0.51 99.1 24.3 59.9 0 2.4 0.01 0.07 14.0 31.0 4.73 0.341 46.34 114.0 4.1 4.48 1.65 18.7 30.5 91.0 0 0.98 0.67 7.59 6.76 138.2 73.1 0.192 16.9 0.87 284 3.75 13.5 6.5 67.5 210.6
90 90 7.87 23.78 46 26.9 57.0 30.0 23.0 0.03 0.4 2.67 2.5 1466 7.81 nan 1.01 94.9 27.0 62.4 0 2.8 0.08 1.0 24.0 30.9 5.21 0.43 860.5 136.0 3.8 3.68 1.2 14.42 27.6 85.0 0 0.9 0.49 5.9 8.7 142.0 78.31 0.31 8.9 1.0 357 4.92 13.8 6.6 57.8 632.0
91 91 1.67 20.09 75 41.4 87.0 32.0 45.0 0.0 0.0 3.1 2.57 31.99 93.39 nan 1.56 99.4 29.6 67.1 0 2.5 0.0 0.0 31.0 35.4 6.12 0.39 134.8 114.0 5.1 4.69 1.17 25.0 22.1 71.6 1 1.22 0.22 4.7 9.5 144.4 70.3 0.21 10.7 1.4 219 5.17 14.4 7.6 76.8 143.5
92 92 1.68 23.34 54 40.6 70.0 6.0 13.0 0.02 0.3 2.3 2.5 294.80 47.39 nan 7.76 98.2 22.4 68.0 0 2.7 0.03 0.5 15.0 38.7 4.44 0.335 63.8 97.0 5.1 4.14 1.24 18.8 22.9 79.0 0 0.89 0.21 3.2 10.4 139.8 77.2 0.34 11.9 1.0 328 4.24 17.0 7.8 79.3 305.9
93 93 2.42 22.36 66 41.2 64.0 18.0 14.0 0.01 0.1 3.11 2.71 169.80 66.29 nan 1.55 98.9 27.0 58.0 0 1.5 0.13 1.9 31.0 29.4 6.33 0.38 114.2 133.0 2.9 4.26 1.11 15.9 26.7 82.7 1 0.92 0.35 5.0 9.3 144.0 77.1 0.31 9.3 1.0 331 4.5 13.1 4.4 70.6 267.0
94 94 2.71 13.24 29 40.7 58.0 9.0 19.0 0.01 0.3 2.82 2.5 228.90 14.10 nan 1.17 108.1 25.4 68.0 0 1.6 0.03 0.9 12.0 31.8 5.04 0.366 115.1 116.0 4.0 4.34 1.51 45.2 27.7 87.4 0 1.2 0.15 4.5 14.0 142.4 49.1 0.24 22.8 1.0 170 4.19 14.4 5.6 72.5 222.7
95 95 1.51 18.58 52 34.7 64.0 12.0 21.0 0.01 0.2 3.36 2.14 740.20 61.89 nan 2.06 102.8 27.7 64.0 0 2.0 0.05 1.0 10.0 30.9 4.68 0.427 138.0 130.0 5.7 4.18 1.19 23.6 26.9 88.2 0 0.92 0.52 10.3 11.8 144.9 64.9 0.22 15.4 0.9 187 4.84 18.0 7.7 65.6 242.1
96 96 13.02 22.43 25 33.9 75.0 9.0 14.0 0.02 0.2 5.09 2.37 913.90 >1000 nan 45.58 98.8 22.6 47.0 0 2.5 0.01 0.1 12.0 28.5 4.27 0.389 106.0 123.0 4.6 4.43 0.84 9.9 27.0 85.5 0 0.93 0.59 6.9 10.0 139.4 82.9 0.43 10.6 1.29 429 4.55 12.3 7.1 62.4 323.9
97 97 1.53 18.61 21 44.2 47.0 21.0 22.0 0.02 0.3 3.91 2.52 21.24 41.20 nan 1.26 103.9 22.4 64.0 0 3.0 0.11 1.9 11.0 35.6 4.5 0.368 nan 119.0 4.0 4.71 3.05 51.6 29.2 90.2 0 0.92 0.34 5.8 10.0 140.2 40.4 0.32 10.7 1.08 323 4.08 12.1 7.0 79.8 260.8
98 98 0.70 17.75 68 41.9 130.0 15.0 20.0 0.03 0.6 4.09 2.48 428.00 5.11 nan 1.72 103.3 28.0 71.0 0 2.3 0.05 1.0 17.0 36.1 4.56 0.409 366.4 132.0 3.9 4.55 1.36 26.6 28.3 87.8 1 1.0 0.43 8.4 10.1 144.5 63.4 0.29 11.0 1.14 291 4.66 12.5 6.2 78.0 227.5
99 99 1.50 21.64 48 42.7 64.0 11.0 15.0 0.01 0.2 5.28 2.23 1717.00 5.55 nan 2.04 103.4 23.1 55.0 0 2.4 0.06 0.9 11.0 30.2 4.46 0.329 146.7 107.0 3.7 4.34 1.67 26.4 29.2 89.6 0 0.96 0.34 5.4 11.2 143.8 67.1 0.25 13.4 0.99 221 3.67 12.6 6.1 72.9 196.3
100 100 2.94 21.51 30 39.3 84.0 20.0 18.0 0.02 0.2 3.29 2.3 554.80 14.20 nan 1.62 99.3 24.2 38.2 0 1.5 0.12 1.4 29.0 33.2 4.31 0.401 564.5 132.0 2.8 4.61 1.61 19.22 29.9 90.9 0 0.95 0.57 6.8 9.9 140.4 72.4 0.23 11.4 0.97 236 4.41 13.3 4.3 72.5 219.7