train.csv

Child.ID,Visit,Ethnicity,Diagnosis,Gender,Age,ADOS,MullenRaw,ExpressiveLangRaw,Socialization,MOT_MLU,CHI_MLU,types_MOT,types_CHI,tokens_MOT,tokens_CHI,Ados1,verbalIQ1,nonVerbalIQ1,Socialization1
1,1,White,TD,M,18.07,15,NA,NA,104,NA,NA,NA,NA,NA,NA,15,NA,NA,104
2,1,White,TD,M,19.8,0,28,14,108,3.621993127,1.252252252,378,14,1835,139,0,14,28,108
2,2,White,TD,M,23.93,NA,NA,NA,110,3.857366771,1.013605442,403,18,2160,148,0,14,28,108
2,3,White,TD,M,27.7,NA,NA,NA,109,4.321880651,1.556886228,455,97,2149,255,0,14,28,108
2,4,White,TD,M,32.9,NA,33,NA,102,4.415329768,2.251572327,533,133,2260,321,0,14,28,108
2,5,White,TD,M,35.9,0,NA,NA,107,5.209615385,3.238095238,601,182,2553,472,0,14,28,108
2,6,White,TD,M,40.13,NA,42,44,100,4.664012739,2.865168539,595,210,2586,686,0,14,28,108
3,1,White,ASD,M,28.8,13,34,27,85,4.098445596,2.276859504,317,146,1428,461,13,27,34,85
3,2,White,ASD,M,33.17,NA,NA,NA,105,4.964664311,3.453038674,307,171,1270,562,13,27,34,85
3,3,White,ASD,M,37.07,NA,NA,NA,77,4.147058824,3.119318182,351,262,1445,983,13,27,34,85
3,4,White,ASD,M,41.07,NA,49,NA,75,5.309803922,4.302325581,335,200,1286,674,13,27,34,85
3,5,White,ASD,M,45.23,10,NA,NA,79,NA,NA,NA,NA,NA,NA,13,27,34,85
3,6,White,ASD,M,49.7,NA,48,48,81,4.588477366,3.41350211,304,245,999,698,13,27,34,85
4,1,White,TD,F,23.5,1,29,18,88,3.757269279,1.877697842,334,51,2674,260,1,18,29,88
4,2,White,TD,F,27.83,NA,NA,NA,89,4.57208589,2.641860465,464,149,2694,530,1,18,29,88
4,3,White,TD,F,31.83,NA,NA,NA,91,5.134892086,2.691629956,482,164,2630,542,1,18,29,88
4,4,White,TD,F,35.53,NA,39,NA,93,5.301052632,3.92920354,449,206,2397,754,1,18,29,88
4,5,White,TD,F,39.47,0,NA,NA,86,4.566037736,3.298578199,534,207,2672,588,1,18,29,88
4,6,White,TD,F,45.07,NA,45,45,86,5.229885057,3.710344828,486,173,2564,460,1,18,29,88
5,1,White/Latino,ASD,M,31.03,8,31,27,82,3.459369818,2.097222222,379,102,2009,269,8,27,31,82
5,2,White/Latino,ASD,M,35.3,NA,NA,NA,115,4.130337079,2.56302521,343,170,1657,555,8,27,31,82
5,3,White/Latino,ASD,M,38.9,NA,NA,NA,81,3.818681319,3.518072289,388,165,1788,490,8,27,31,82
5,4,White/Latino,ASD,M,43.13,NA,41,NA,77,4.30162413,3.257142857,356,163,1711,479,8,27,31,82
5,5,White/Latino,ASD,M,47.4,9,NA,NA,79,4.602851324,4.043478261,397,146,2082,539,8,27,31,82
5,6,White/Latino,ASD,M,51.37,NA,44,44,74,3.532374101,3.278195489,410,166,2171,738,8,27,31,82
6,1,White,ASD,M,34.03,9,34,27,82,3.986357435,1.394736842,324,57,2859,197,9,27,34,82
6,2,White,ASD,M,37.57,NA,NA,NA,94,4.886645963,2.574358974,441,152,2955,487,9,27,34,82
6,3,White,ASD,M,41.57,NA,NA,NA,77,4.198973042,2.532407407,412,159,2939,468,9,27,34,82
6,4,White,ASD,M,45.53,NA,38,NA,77,4.744,2.907258065,384,187,2685,604,9,27,34,82
6,5,White,ASD,M,49.3,9,NA,NA,75,4.292134831,2.423280423,418,144,2749,404,9,27,34,82
6,6,White,ASD,M,54.13,NA,40,37,75,4.587179487,2.766519824,462,179,3182,538,9,27,34,82
7,1,Bangladeshi,ASD,F,26.17,17,20,17,68,2.618729097,1,212,4,761,29,17,17,20,68
7,2,Bangladeshi,ASD,F,30.27,NA,NA,NA,74,1.995884774,0.760683761,140,29,464,149,17,17,20,68
7,3,Bangledeshi,ASD,F,34.57,NA,NA,NA,70,1.856115108,1.169811321,74,12,250,62,17,17,20,68
7,4,Bangladeshi,ASD,F,38.47,NA,33,NA,66,2.035714286,1.714285714,125,50,360,205,17,17,20,68
7,5,Bangladeshi,ASD,F,42.43,8,NA,NA,68,1.948453608,1.636363636,92,80,209,349,17,17,20,68
7,6,Bangladeshi,ASD,F,46.53,NA,39,26,74,2.483146067,1.496732026,158,66,536,300,17,17,20,68
8,1,White,ASD,F,41,18,24,14,65,2.244755245,1.264150943,152,29,578,130,18,14,24,65
8,2,White,ASD,F,49.2,NA,NA,NA,63,2.417344173,1.321167883,186,42,755,169,18,14,24,65
8,3,White,ASD,F,49.2,NA,NA,NA,63,2.633928571,1.397435897,196,50,768,210,18,14,24,65
8,4,White,ASD,F,52.27,NA,29,NA,61,2.736842105,1.911564626,198,126,814,494,18,14,24,65
8,5,White,ASD,F,57.73,17,NA,NA,63,3.992094862,1.52991453,234,73,891,194,18,14,24,65
8,6,White,ASD,F,60.33,NA,32,27,59,NA,NA,NA,NA,NA,NA,18,14,24,65
9,1,White,TD,M,20.1,5,32,31,102,3.265082267,1.56,288,59,1564,143,5,31,32,102
9,2,White,TD,M,24.07,NA,NA,NA,102,3.967213115,1.601910828,305,122,2099,554,5,31,32,102
9,3,White,TD,M,28.17,NA,NA,NA,109,NA,NA,NA,NA,NA,NA,5,31,32,102
9,4,White,TD,M,32.07,NA,42,NA,109,4.658333333,3.026595745,375,134,2069,493,5,31,32,102
9,5,White,TD,M,36.07,5,NA,NA,100,4.564102564,1.940860215,387,40,2345,323,5,31,32,102
9,6,White,TD,M,40.17,NA,43,39,108,4.366972477,2.225806452,322,64,1352,197,5,31,32,102
10,1,White,TD,F,18.3,0,24,18,100,3.544419134,1.037878788,363,36,1408,137,0,18,24,100
10,2,White,TD,F,23.73,NA,NA,NA,106,4.079059829,1.61627907,369,45,1702,132,0,18,24,100
10,3,White,TD,F,26.63,NA,NA,NA,105,4.592592593,1.83203125,369,129,1991,453,0,18,24,100
10,4,White,TD,F,31.07,NA,45,NA,103,4.262195122,2.775641026,400,121,1934,390,0,18,24,100
10,5,White,TD,F,35,1,NA,NA,107,4.384946237,2.835820896,428,121,1879,346,0,18,24,100
10,6,White,TD,F,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,0,18,24,100
11,1,White,TD,M,19.27,3,27,18,104,4.204845815,1.0375,289,15,1808,83,3,18,27,104
11,2,White,TD,M,23.83,NA,NA,NA,106,4.37883959,1.12,358,18,2263,55,3,18,27,104
11,3,White,TD,M,28.53,NA,NA,NA,111,4.298941799,1.552,409,55,2936,188,3,18,27,104
11,4,White,TD,M,32.43,NA,31,NA,103,3.790896159,1.647940075,411,96,2345,414,3,18,27,104
11,5,White,TD,M,36.53,5,NA,NA,103,3.867601246,2.28358209,359,97,2208,431,3,18,27,104
11,6,White,TD,M,40.43,NA,33,33,103,4.235584843,2.705128205,400,73,2271,189,3,18,27,104
12,1,White,ASD,F,31.77,0,28,33,105,NA,NA,NA,NA,NA,NA,0,33,28,105
12,2,White American,ASD,F,37.13,NA,NA,NA,110,NA,NA,NA,NA,NA,NA,0,33,28,105
13,1,White,TD,M,19.23,0,21,15,106,3.380462725,1.21686747,215,24,1136,101,0,15,21,106
13,2,White,TD,M,NA,NA,NA,NA,104,2.821917808,1.063063063,185,50,703,117,0,15,21,106
13,3,White,TD,M,27.27,NA,NA,NA,102,3.940711462,1.5234375,227,56,878,193,0,15,21,106
13,4,White,TD,M,31.2,NA,35,NA,100,4.732732733,2.134831461,272,88,1387,354,0,15,21,106
13,5,White,TD,M,35.63,0,NA,NA,100,4.543209877,2.548245614,276,148,1300,513,0,15,21,106
13,6,White,TD,M,40.27,NA,42,27,101,4.287581699,2.757142857,260,168,1138,666,0,15,21,106
14,1,White,TD,M,20.07,0,30,16,104,4.195335277,1.087719298,235,17,1262,62,0,16,30,104
14,2,White,TD,M,23.83,NA,NA,NA,115,3.444664032,1.364779874,297,72,1551,203,0,16,30,104
14,3,White,TD,M,28.27,NA,NA,NA,105,4.974683544,3.185770751,318,169,1463,733,0,16,30,104
14,4,White,TD,M,32.07,NA,42,NA,103,3.988304094,3,197,122,632,243,0,16,30,104
14,5,White,TD,M,35.87,0,NA,NA,101,4.910493827,4.364754098,290,222,1467,916,0,16,30,104
14,6,White,TD,M,41.5,NA,44,47,97,4.468493151,3.504950495,339,201,1498,640,0,16,30,104
15,1,White,TD,M,19,0,25,17,102,3.960254372,1.574074074,329,69,2139,249,0,17,25,102
15,2,White,TD,M,22.97,NA,NA,NA,100,3.817109145,1.476190476,411,119,2260,393,0,17,25,102
15,3,White,TD,M,27.07,NA,NA,NA,109,3.871967655,2.079881657,435,139,2571,630,0,17,25,102
15,4,White,TD,M,31.03,NA,40,NA,107,4.083700441,2.798283262,463,203,2361,538,0,17,25,102
15,5,White,TD,M,35.37,0,NA,NA,100,4.4878419450000004,3.230113636,511,247,2668,932,0,17,25,102
15,6,White,TD,M,39.4,NA,47,41,92,4.84741784,3.701195219,388,210,1959,864,0,17,25,102
16,1,White,TD,M,18.97,0,23,17,92,3.420315236,1.03960396,287,7,1625,105,0,17,23,92
16,2,White,TD,M,22.87,NA,NA,NA,102,3.239831697,1.074468085,346,65,1982,297,0,17,23,92
16,3,White,TD,M,26.8,NA,NA,NA,91,3.848175182,1.185507246,378,92,2328,368,0,17,23,92
16,4,White,TD,M,31.47,NA,29,NA,96,3.801292407,2.317829457,369,158,1984,557,0,17,23,92
16,5,White,TD,M,35.1,0,NA,NA,87,4.446280992,3.375,390,238,1864,755,0,17,23,92
16,6,White,TD,M,39.43,NA,44,37,83,4.664285714,3.811403509,359,178,1802,793,0,17,23,92
17,1,White,TD,M,19.27,0,24,15,86,3.967078189,1.164705882,277,27,1643,99,0,15,24,86
17,2,White,TD,M,24.8,NA,NA,NA,86,4.2248394,1.046052632,363,25,1819,159,0,15,24,86
17,3,White,TD,M,28.1,NA,NA,NA,86,4.182978723,1.440860215,409,92,1743,252,0,15,24,86
17,4,White,TD,M,31.27,NA,33,NA,87,4.584070796,2.561320755,357,161,1517,495,0,15,24,86
17,5,White,TD,M,35.9,3,NA,NA,86,4.165413534,2.469135802,356,69,1426,160,0,15,24,86
17,6,White,TD,M,40.3,NA,40,40,94,4.347708895,2.869047619,327,156,1395,410,0,15,24,86
18,1,White,TD,M,21.67,0,29,26,102,4.910189983,1.598837209,375,90,2585,254,0,26,29,102
18,2,White,TD,M,26.27,NA,NA,NA,102,4.750455373,2.744107744,391,196,2303,733,0,26,29,102
18,3,White,TD,M,30.63,NA,NA,NA,95,4.164788732,2.807692308,408,200,2675,825,0,26,29,102
18,4,White,TD,M,34.27,NA,45,NA,100,4.251604621,2.322580645,508,231,3077,793,0,26,29,102
18,5,White,TD,M,38.17,0,NA,NA,103,5.433579336,3.1095238100000002,517,219,2762,583,0,26,29,102
18,6,White,TD,M,42.93,NA,49,46,97,4.44587156,2.948207171,491,250,2264,710,0,26,29,102
19,1,White,ASD,M,34.8,14,25,11,74,3.182389937,1.027777778,281,9,1418,37,14,11,25,74
19,2,White,ASD,M,38.73,NA,NA,NA,104,2.947229551,1.0125,243,7,999,82,14,11,25,74
19,3,White,ASD,M,NA,NA,NA,NA,68,2.919168591,1,252,2,1145,58,14,11,25,74
19,4,White,ASD,M,46.67,NA,27,NA,68,NA,NA,NA,NA,NA,NA,14,11,25,74
19,5,White,ASD,M,50.93,15,NA,NA,66,3.996070727,1,475,6,2088,9,14,11,25,74
19,6,White,ASD,M,54.43,NA,27,11,65,3.650234742,1,281,3,1454,37,14,11,25,74
20,1,White,TD,M,20.77,0,29,33,106,3.587855297,1.794871795,467,108,2555,406,0,33,29,106
20,2,White,TD,M,26.13,NA,NA,NA,107,4.357910906,2.722033898,461,160,2687,738,0,33,29,106
20,3,White,TD,M,30.03,NA,NA,NA,112,4.116057234,3.34,487,201,2479,940,0,33,29,106
20,4,White,TD,M,34.43,NA,50,NA,105,4.131578947,3.212820513,565,207,2965,1092,0,33,29,106
20,5,White,TD,M,38.7,0,NA,NA,118,3.877102199,3.090277778,575,219,2881,769,0,33,29,106
20,6,White,TD,M,44.07,NA,50,50,116,4.013353116,2.909535452,516,235,2576,1079,0,33,29,106
21,1,White,ASD,M,35.8,11,28,20,88,2.539823009,1.359550562,283,89,1019,227,11,20,28,88
21,2,White,ASD,M,39.93,NA,NA,NA,102,3.17,1.486725664,315,86,1316,335,11,20,28,88
21,3,White,ASD,M,43.9,NA,NA,NA,79,3.615176152,1.905263158,298,88,1159,330,11,20,28,88
21,4,White,ASD,M,47.83,NA,35,NA,74,2.762463343,1.617940199,248,87,855,455,11,20,28,88
21,5,White,ASD,M,51.97,9,NA,NA,72,4.157190635,1.584,328,45,1142,197,11,20,28,88
21,6,White,ASD,M,56.73,NA,30,32,72,3.156695157,2.145038168,256,55,995,274,11,20,28,88
22,1,White,ASD,M,18.77,9,26,14,86,2.524739583,0.185714286,321,16,1787,214,9,14,26,86
22,2,White,ASD,M,22.5,NA,NA,NA,84,2.841004184,1.08,288,73,1822,362,9,14,26,86
22,3,White,ASD,M,26.77,NA,NA,NA,95,4.063517915,1.610932476,361,132,2092,503,9,14,26,86
22,4,White,ASD,M,30.8,NA,43,NA,98,4.560200669,2.248538012,422,153,2485,717,9,14,26,86
22,5,White,ASD,M,34.13,8,NA,NA,107,4.837883959,2.250673854,506,219,2504,792,9,14,26,86
22,6,White,ASD,M,37.3,NA,43,48,103,5.37979798,2.902777778,433,155,2389,590,9,14,26,86
23,1,African American,ASD,M,27.53,21,22,8,72,4.390879479,1,485,8,2826,122,21,8,22,72
23,2,African American,ASD,M,31.8,NA,NA,NA,74,3.381510417,1.04,426,9,2524,78,21,8,22,72
23,3,African American,ASD,M,36.17,NA,NA,NA,77,3.646778043,2,434,13,2764,96,21,8,22,72
23,4,African American,ASD,M,40.27,NA,27,NA,68,3.600624025,0.272727273,427,10,2283,93,21,8,22,72
23,5,African American,ASD,M,44.7,19,NA,NA,72,4.019230769,0.2,373,2,1963,5,21,8,22,72
23,6,African American,ASD,M,48.97,NA,26,16,65,3.943636364,0.5,388,2,2077,2,21,8,22,72
24,1,Latino,ASD,M,35.47,19,26,16,78,NA,NA,NA,NA,NA,NA,19,16,26,78
24,2,Hispanic,ASD,M,39.87,NA,NA,NA,70,NA,NA,NA,NA,NA,NA,19,16,26,78
24,3,Latino/Hispanic,ASD,M,43.57,NA,NA,NA,81,NA,NA,NA,NA,NA,NA,19,16,26,78
25,1,White,TD,F,18.93,0,21,19,106,3.63047619,1.237113402,343,36,1698,118,0,19,21,106
25,2,White,TD,F,22.9,NA,NA,NA,102,3.978599222,1.780487805,392,121,1843,414,0,19,21,106
25,3,White,TD,F,26.67,NA,NA,NA,114,3.094879518,1.454954955,432,112,1811,305,0,19,21,106
25,4,White,TD,F,30.93,NA,40,NA,109,3.991666667,2.374074074,480,169,2256,592,0,19,21,106
25,5,White,TD,F,35.13,0,NA,NA,114,4.746606335,3.7,436,178,1965,686,0,19,21,106
25,6,White,TD,F,39.23,NA,43,40,110,4.211320755,3.091194969,478,221,2044,847,0,19,21,106
26,1,White/Latino,ASD,M,27.37,14,25,19,65,3.024547804,1.432432432,328,41,2138,103,14,19,25,65
26,2,White/Latino,ASD,M,32.1,NA,NA,NA,65,2.903722721,1.427350427,301,61,1990,157,14,19,25,65
26,3,White/Latino,ASD,M,35.93,NA,NA,NA,70,3.215859031,1.086330935,259,29,1332,148,14,19,25,65
26,4,White/Latino,ASD,M,42.23,NA,29,NA,63,3.012594458,1.097402597,270,21,1054,162,14,19,25,65
26,5,White/Latino,ASD,M,44.93,14,NA,NA,65,2.822259136,1.413333333,306,50,1518,197,14,19,25,65
26,6,White/Latino,ASD,M,47.5,NA,30,18,65,3.534172662,1.305263158,372,47,1748,236,14,19,25,65
27,1,White,ASD,M,37.47,20,13,11,67,2.917355372,1.083333333,193,6,654,26,20,11,13,67
27,2,White,ASD,M,42.2,NA,NA,NA,78,3.815140845,1,434,6,1995,32,20,11,13,67
27,3,White,ASD,M,46.37,NA,NA,NA,74,3.910447761,1,344,1,1393,40,20,11,13,67
27,4,White,ASD,M,52.13,NA,29,NA,72,3.814814815,1.203252033,353,29,1482,143,20,11,13,67
27,5,White,ASD,M,57.2,17,NA,NA,72,4.421221865,1,303,4,1278,34,20,11,13,67
27,6,White,ASD,M,62.4,NA,30,12,68,3.860795455,1.168,309,62,1349,143,20,11,13,67
28,1,White,TD,M,21.77,0,29,22,90,4.6432,1.582733813,373,71,2740,433,0,22,29,90
28,2,White,TD,M,25.47,NA,NA,NA,108,4.6,2.484732824,419,145,2562,623,0,22,29,90
28,3,White,TD,M,30.13,NA,NA,NA,100,4.127941176,2.804216867,455,217,2589,826,0,22,29,90
28,4,White,TD,M,34,NA,47,NA,102,5.3625,3.731092437,553,291,2978,1225,0,22,29,90
28,5,White,TD,M,37.93,0,NA,NA,101,4.267409471,2.74137931,578,298,2940,1145,0,22,29,90
28,6,White,TD,M,42.47,NA,48,39,103,4.472992701,3.061452514,555,237,2895,1010,0,22,29,90
29,1,White,ASD,M,30.4,11,32,33,100,4.690751445,3.4,278,119,1450,483,11,33,32,100
29,2,White,ASD,M,34.43,NA,NA,NA,70,NA,NA,NA,NA,NA,NA,11,33,32,100
29,3,White,ASD,M,38.6,NA,NA,NA,83,4.31627907,3.919689119,333,307,1668,1293,11,33,32,100
29,4,White,ASD,M,42.63,NA,41,NA,86,4.857142857,3.523809524,398,188,2518,714,11,33,32,100
29,5,White,ASD,M,46.93,4,NA,NA,97,4.34551495,3.291989664,437,261,2410,1154,11,33,32,100
29,6,White,ASD,M,51,NA,46,46,90,4.111413043,3.364341085,452,273,3076,1249,11,33,32,100
30,1,White,TD,M,21.03,0,26,18,96,3.61686747,1.366197183,317,37,1361,95,0,18,26,96
30,2,White,TD,M,25.23,NA,NA,NA,98,3.869653768,1.422857143,287,72,1663,236,0,18,26,96
30,3,White,TD,M,29.07,NA,NA,NA,98,3.846625767,1.497607656,318,89,1706,299,0,18,26,96
30,4,White,TD,M,33.3,NA,42,NA,100,3.973469388,1.740585774,364,114,1754,384,0,18,26,96
30,5,White,TD,M,37.73,0,NA,NA,112,3.479392625,2.179190751,327,114,1385,318,0,18,26,96
30,6,White,TD,M,41.17,NA,43,35,106,4.254504505,2.48,385,154,1788,530,0,18,26,96
31,1,White,TD,M,19.93,0,20,16,102,2.788793103,1.275862069,178,34,584,111,0,16,20,102
31,2,White,TD,M,23.57,NA,NA,NA,76,3.367292225,1.655737705,255,71,1139,258,0,16,20,102
31,3,White,TD,M,27.03,NA,NA,NA,100,3.210084034,1.836909871,233,131,1006,403,0,16,20,102
31,4,White,TD,M,31,NA,28,NA,96,3.683406114,2.35,309,139,1470,502,0,16,20,102
31,5,White,TD,M,36.43,0,NA,NA,100,3.708933718,3.585253456,272,177,1098,622,0,16,20,102
31,6,White,TD,M,39.43,NA,39,32,95,4.23943662,2.960784314,391,164,1889,521,0,16,20,102
32,1,White,ASD,M,34.87,17,26,14,72,3.304189435,1.00862069,295,6,1643,117,17,14,26,72
32,2,White,ASD,M,38.13,NA,NA,NA,68,4.003072197,1.011428571,331,18,2448,177,17,14,26,72
32,3,White,ASD,M,43.1,NA,NA,NA,72,4.382550336,0.684210526,345,13,2417,39,17,14,26,72
32,4,White,ASD,M,46.63,NA,27,NA,72,3.885113269,0.894736842,361,13,2214,39,17,14,26,72
32,5,White,ASD,M,50.97,20,NA,NA,68,4.872013652,0.255319149,415,9,2560,179,17,14,26,72
32,6,White,ASD,M,55.17,NA,39,21,72,4.34935305,1.288343558,454,52,2391,204,17,14,26,72
33,1,White,ASD,M,36.53,12,31,13,70,3.607087827,0.9,366,11,2054,21,12,13,31,70
33,2,White,ASD,M,40.5,NA,NA,NA,79,3.843410853,1.026548673,403,15,2211,116,12,13,31,70
33,3,White,ASD,M,44.67,NA,NA,NA,79,4.015698587,1.006666667,430,21,2278,151,12,13,31,70
33,4,White,ASD,M,48.1,NA,47,NA,74,3.961832061,1.125,409,26,1863,79,12,13,31,70
33,5,White,ASD,M,52.9,15,NA,NA,77,3.859623734,0.413043478,465,42,2360,193,12,13,31,70
33,6,White,ASD,M,56.43,NA,49,22,85,4.341549296,1.084337349,425,101,2219,195,12,13,31,70
34,1,White,TD,M,23.13,0,27,22,100,3.494327391,1.533333333,322,91,1870,319,0,22,27,100
34,2,White,TD,M,27.7,NA,NA,NA,103,4.222033898,2.248148148,405,141,2219,542,0,22,27,100
34,3,White,TD,M,32.07,NA,NA,NA,107,3.552459016,2.987525988,396,233,1872,1246,0,22,27,100
34,4,White,TD,M,35.03,NA,43,NA,107,3.667638484,2.727272727,480,186,2233,750,0,22,27,100
34,5,White,TD,M,39.53,0,NA,NA,106,3.906856404,2.142061281,491,211,2729,690,0,22,27,100
34,6,White,TD,M,43.8,NA,45,45,108,3.603473227,2.071748879,475,185,2363,418,0,22,27,100
35,1,White,ASD,M,34.27,21,21,9,69,3.686346863,1.5,228,3,927,3,21,9,21,69
35,2,White,ASD,M,38.33,NA,NA,NA,80,4.142561983,1,454,2,1856,7,21,9,21,69
35,3,White,ASD,M,42.13,NA,NA,NA,68,3.990825688,1,323,1,1590,1,21,9,21,69
35,4,White,ASD,M,47.1,NA,27,NA,72,3.743333333,1,352,6,2054,14,21,9,21,69
35,5,White,ASD,M,50.73,20,NA,NA,66,3.414893617,1,355,3,1388,33,21,9,21,69
35,6,White,ASD,M,54.63,NA,28,10,66,4.003257329,2.631578947,585,12,2202,100,21,9,21,69
36,1,African American,ASD,F,25.33,14,25,11,76,2.287292818,1.25,206,13,788,35,14,11,25,76
36,2,African American,ASD,F,29.7,NA,NA,NA,74,2.879924953,1,285,2,1393,10,14,11,25,76
36,3,African American,ASD,F,34.1,NA,NA,NA,74,3.404958678,1.083333333,272,3,1504,26,14,11,25,76
36,4,African American,ASD,F,36.93,NA,36,NA,86,3.110932476,1.210084034,281,18,1726,142,14,11,25,76
36,5,African American,ASD,F,42.97,25,NA,NA,85,4.185416667,0.675675676,383,9,1917,42,14,11,25,76
36,6,African American,ASD,F,46.17,NA,33,18,83,3.965391621,0.753623188,326,14,1852,79,14,11,25,76
37,1,White,ASD,M,33.77,10,27,22,82,2.743455497,1.376623377,214,67,893,180,10,22,27,82
37,2,White,ASD,M,38.13,NA,NA,NA,74,2.667721519,1.948113208,220,100,748,368,10,22,27,82
37,3,White,ASD,M,43,NA,NA,NA,92,3.866834171,1.805687204,318,100,1350,365,10,22,27,82
37,4,White,ASD,M,46.13,NA,31,NA,92,3.997126437,2.196261682,321,107,1224,438,10,22,27,82
37,5,White,ASD,M,50.3,16,NA,NA,90,3.419664269,2.575892857,298,120,1223,537,10,22,27,82
37,6,White,ASD,M,53.77,NA,44,32,92,3.370936902,2.274509804,342,157,1540,605,10,22,27,82
38,1,White,TD,M,19.3,1,23,21,102,3.561363636,1.264150943,291,24,1344,260,1,21,23,102
38,2,White,TD,M,23.43,NA,NA,NA,105,3.636518771,1.934291581,300,128,1784,879,1,21,23,102
38,3,White,TD,M,27.13,NA,NA,NA,112,3.67513369,2.571014493,366,155,2328,702,1,21,23,102
38,4,White,TD,M,30.8,NA,36,NA,105,4.001612903,1.974358974,361,29,2145,74,1,21,23,102
38,5,White,TD,M,34.93,2,NA,NA,103,4.069659443,2.554179567,436,161,2279,736,1,21,23,102
38,6,White,TD,M,39.07,NA,45,34,97,4.239197531,2.381578947,411,156,2438,611,1,21,23,102
39,1,White,TD,M,19.2,3,19,13,98,3.921108742,1.230769231,281,8,1631,16,3,13,19,98
39,2,White,TD,M,22.87,NA,NA,NA,102,3.942164179,1.310344828,321,44,1843,107,3,13,19,98
39,3,White,TD,M,26.87,NA,NA,NA,103,4.595567867,1.75,323,76,1504,218,3,13,19,98
39,4,White,TD,M,30.4,NA,35,NA,100,3.705440901,2.259414226,295,136,1715,477,3,13,19,98
39,5,White,TD,M,34.4,2,NA,NA,91,4.13740458,2.278761062,366,145,1979,459,3,13,19,98
39,6,White,TD,M,38.53,NA,46,31,97,4.388235294,2.56147541,324,165,1978,568,3,13,19,98
40,1,White,ASD,M,39.5,7,33,26,70,4.135036496,0.480582524,381,39,1988,337,7,26,33,70
40,2,White,ASD,M,43.68,NA,NA,NA,83,4.054054054,1.343283582,416,100,2340,433,7,26,33,70
40,3,White,ASD,M,47.73,NA,NA,NA,100,3.642411642,1.881266491,330,175,1570,694,7,26,33,70
40,4,White,ASD,M,51.67,NA,49,NA,101,5.05,2.515981735,410,148,2252,510,7,26,33,70
40,5,White,ASD,M,55.17,4,NA,NA,105,4.658802178,2.746875,407,228,2314,815,7,26,33,70
40,6,White,ASD,M,58.77,NA,50,48,116,4.240797546,3.077419355,429,217,2510,897,7,26,33,70
41,1,White,TD,F,19.87,1,29,28,104,3.420974889,1.332278481,342,96,2035,398,1,28,29,104
41,2,White,TD,F,24.17,NA,NA,NA,116,4.073282443,2.172727273,435,142,2290,439,1,28,29,104
41,3,White,TD,F,28.07,NA,NA,NA,125,4.577490775,2.869047619,420,175,2146,825,1,28,29,104
41,4,White,TD,F,32.17,NA,44,NA,125,4.169161677,2.647540984,513,195,2482,576,1,28,29,104
41,5,White,TD,F,36.13,0,NA,NA,120,4.917926566,3.518518519,447,210,1999,800,1,28,29,104
41,6,White,TD,F,40.23,NA,49,43,114,NA,NA,NA,NA,NA,NA,1,28,29,104
42,1,White/Asian,ASD,M,33.2,11,26,19,88,3.298747764,1.204301075,274,36,1537,109,11,19,26,88
42,2,White/Asian,ASD,M,37.37,NA,NA,NA,72,2.76097561,1.257142857,277,55,1481,126,11,19,26,88
42,3,White/Asian,ASD,M,41.73,NA,NA,NA,63,3.607664234,1.888,327,51,1709,232,11,19,26,88
42,4,White/Asian,ASD,M,45.33,NA,45,NA,66,3.714555766,1.7,302,36,1675,135,11,19,26,88
42,5,White/Asian,ASD,M,48.63,11,NA,NA,63,2.902088773,1.651162791,321,90,1951,340,11,19,26,88
42,6,White/Asian,ASD,M,53.63,NA,30,29,63,4.100706714,1.644736842,330,55,1987,110,11,19,26,88
43,1,Lebanese,ASD,M,24.9,13,27,13,86,2.997050147,1.01754386,252,9,1827,58,13,13,27,86
43,2,Lebanese,ASD,M,32.2,NA,NA,NA,38,2.900837989,1.219512195,295,52,1882,148,13,13,27,86
43,3,Lebanese,ASD,M,34,NA,NA,NA,87,3.723664122,2.070422535,346,134,2148,404,13,13,27,86
43,4,Lebanese,ASD,M,NA,NA,NA,NA,86,3.812929849,2.99,430,180,2377,493,13,13,27,86
43,5,Lebanese,ASD,M,42.27,12,NA,NA,83,NA,NA,NA,NA,NA,NA,13,13,27,86
43,6,Lebanese,ASD,M,46.4,NA,41,37,94,3.926928281,2.15862069,417,170,2508,571,13,13,27,86
44,1,White,TD,M,19.23,0,25,17,102,3.09314587,1.026200873,333,32,1547,235,0,17,25,102
44,2,White,TD,M,23.07,NA,NA,NA,92,3.751332149,1.197424893,404,97,1847,264,0,17,25,102
44,3,White,TD,M,28.47,NA,NA,NA,103,4.050505051,1.908629442,304,127,1426,352,0,17,25,102
44,4,White,TD,M,32.07,NA,41,NA,100,4.118790497,2.23255814,366,151,1689,434,0,17,25,102
44,5,White,TD,M,35.67,0,NA,NA,105,3.969147005,2.289230769,415,187,1936,651,0,17,25,102
44,6,White,TD,M,39.93,NA,45,36,101,4.06147541,2.852631579,397,213,1741,702,0,17,25,102
45,1,White,TD,M,19.37,0,24,19,96,4.033333333,1.303448276,373,47,2334,176,0,19,24,96
45,2,White,TD,M,NA,NA,NA,NA,105,4.100166945,2.004672897,368,124,2201,423,0,19,24,96
45,3,White,TD,M,28.9,NA,NA,NA,109,4.05704698,2.491103203,367,155,2124,604,0,19,24,96
45,4,White,TD,M,32.07,NA,39,NA,109,4.611246944,3.830039526,339,193,1726,820,0,19,24,96
45,5,White,TD,M,36.4,0,NA,NA,100,3.921443737,3.774907749,358,213,1600,875,0,19,24,96
45,6,White,TD,M,40.13,NA,46,46,101,3.391525424,3.072796935,357,219,1764,719,0,19,24,96
46,1,White,ASD,M,37.03,14,42,27,65,3.34141791,1.914498141,271,101,1591,450,14,27,42,65
46,2,White,ASD,M,42.77,NA,NA,NA,72,3.505582137,1.983221477,309,170,2031,536,14,27,42,65
46,3,White,ASD,M,46.23,NA,NA,NA,70,3.573573574,2.305389222,331,221,2141,1023,14,27,42,65
46,4,White,ASD,M,49.3,NA,50,NA,75,3.90521327,2.683783784,390,243,2158,822,14,27,42,65
46,5,White,ASD,M,53.4,11,NA,NA,77,4.232258065,2.866504854,396,262,2326,1054,14,27,42,65
46,6,White,ASD,M,57.37,NA,49,45,77,4.250853242,2.679487179,374,219,2227,921,14,27,42,65
47,1,White,TD,M,19.77,3,30,20,94,3.088757396,1.259259259,275,9,1417,68,3,20,30,94
47,2,White,TD,M,23.63,NA,NA,NA,106,3.445544554,1.304347826,271,52,1515,120,3,20,30,94
47,3,White,TD,M,27.67,NA,NA,NA,100,4.106212425,2.231343284,300,102,1740,528,3,20,30,94
47,4,White,TD,M,32.07,NA,40,NA,95,4.256790123,2.537037037,302,122,1556,378,3,20,30,94
47,5,White,TD,M,35.83,1,NA,NA,107,4.113846154,3.2,307,131,1207,433,3,20,30,94
47,6,White,TD,M,39.93,NA,40,42,118,NA,NA,NA,NA,NA,NA,3,20,30,94
48,1,White,TD,M,20.03,5,24,20,113,2.776180698,0.558441558,258,20,1188,91,5,20,24,113
48,2,White,TD,M,24.68,NA,NA,NA,118,3.171717172,0.905172414,288,41,1375,165,5,20,24,113
48,3,White,TD,M,28.63,NA,NA,NA,112,3.395899054,1.172268908,370,95,1912,354,5,20,24,113
48,4,White,TD,M,32.77,NA,26,NA,114,4.019927536,1.76,424,108,1909,433,5,20,24,113
48,5,White,TD,M,36.7,10,NA,NA,122,4.329809725,2.255813953,418,142,1791,502,5,20,24,113
49,1,White,TD,M,23.13,0,27,17,92,NA,NA,NA,NA,NA,NA,0,17,27,92
49,2,White,TD,M,NA,NA,NA,NA,93,NA,NA,NA,NA,NA,NA,0,17,27,92
50,1,White,ASD,M,36.73,20,21,9,75,4.883966245,1.166666667,387,10,2144,63,20,9,21,75
50,2,White,ASD,M,41.5,NA,NA,NA,74,3.830795262,1.225806452,392,6,1973,38,20,9,21,75
50,3,White,ASD,M,45.57,NA,NA,NA,61,2.821782178,1,245,2,1018,3,20,9,21,75
50,4,White,ASD,M,50.23,NA,29,NA,55,2.377171216,1.12,203,11,861,55,20,9,21,75
50,5,White,ASD,M,54.33,17,NA,NA,63,3.637964775,1,344,1,1609,32,20,9,21,75
50,6,White,ASD,M,57.43,NA,32,10,59,3.460547504,1.161016949,351,10,1918,137,20,9,21,75
51,1,White,TD,M,NA,4,17,16,84,NA,NA,NA,NA,NA,NA,4,16,17,84
51,2,White,TD,M,NA,NA,NA,NA,91,NA,NA,NA,NA,NA,NA,4,16,17,84
52,1,White,TD,F,20.03,0,27,20,102,3.943005181,1.076142132,260,13,1347,212,0,20,27,102
52,2,White,TD,F,24.4,NA,NA,NA,100,4.18344519,2.248148148,295,128,1653,571,0,20,27,102
52,3,White,TD,F,29.53,NA,NA,NA,98,3.960264901,2.289361702,364,149,1568,486,0,20,27,102
52,4,White,TD,F,32.13,NA,42,NA,93,4.190697674,3.162241888,343,211,1559,973,0,20,27,102
52,5,White,TD,F,39.1,NA,NA,NA,95,3.673417722,2.73880597,315,131,1224,304,0,20,27,102
52,6,White,TD,F,40.37,NA,43,46,101,4.676100629,2.76,322,34,1371,61,0,20,27,102
53,1,White,ASD,M,31.63,17,28,10,82,3.76552795,1.25,303,17,2147,40,17,10,28,82
53,2,White,ASD,M,37.2,NA,NA,NA,66,3.555803571,1,272,2,1344,4,17,10,28,82
53,4,White,ASD,M,43.63,NA,33,NA,68,3.33911368,1,280,1,1482,45,17,10,28,82
53,5,White,ASD,M,52.77,17,NA,NA,68,3.162554427,1.41025641,369,79,1871,255,17,10,28,82
53,6,White,ASD,M,NA,NA,32,21,63,3.370093458,1.473451327,319,98,1565,306,17,10,28,82
54,1,White,TD,M,23.07,0,27,27,108,4.030075188,1.425837321,255,73,1452,286,0,27,27,108
54,2,White,TD,M,27.47,NA,NA,NA,70,4.745238095,2.496774194,408,126,1867,356,0,27,27,108
54,3,White,TD,M,31.63,NA,NA,NA,105,4.737127371,3.112449799,323,151,1609,671,0,27,27,108
54,4,White,TD,M,35.63,NA,45,NA,105,4.880239521,3.480952381,340,229,1452,684,0,27,27,108
54,5,White,TD,M,39.47,0,NA,NA,101,5.743772242,3.537142857,425,209,1525,586,0,27,27,108
54,6,White,TD,M,43.4,NA,45,48,101,5.247093023,3.595,383,217,1701,646,0,27,27,108
55,1,White,ASD,M,37.47,19,17,10,64,3.704109589,1.1,265,8,1215,43,19,10,17,64
55,2,White,ASD,M,42.2,NA,NA,NA,77,3.563356164,1.362831858,381,20,1851,147,19,10,17,64
55,3,White,ASD,M,46.37,NA,NA,NA,72,3.979949875,1.166666667,368,27,1423,77,19,10,17,64
55,4,White,ASD,M,52.13,NA,22,NA,68,4.009933775,1,358,1,1145,70,19,10,17,64
55,5,White,ASD,M,57.2,17,NA,NA,68,3.86440678,0,364,0,1447,0,19,10,17,64
55,6,White,ASD,M,62.4,NA,24,11,66,3.886842105,1.333333333,370,4,1396,8,19,10,17,64
56,1,Asian,TD,F,20.87,1,22,14,102,3.435742972,1.181818182,331,7,1503,38,1,14,22,102
56,2,Asian,TD,F,25.4,NA,NA,NA,109,4.073349633,1.197674419,309,20,1483,97,1,14,22,102
56,3,Asian,TD,F,29.67,NA,NA,NA,105,4.022624434,1.552941176,333,56,1562,122,1,14,22,102
56,4,Asian,TD,F,34.43,NA,30,NA,120,4.137014315,3.028985507,363,112,1829,348,1,14,22,102
56,5,Asian,TD,F,37.67,3,NA,NA,112,5.185941043,2.921568627,388,108,1986,238,1,14,22,102
56,6,Asian,TD,F,42.1,NA,46,40,108,5.153638814,2.761290323,383,140,1866,395,1,14,22,102
57,1,White,TD,M,22.57,0,29,22,94,5.34422658,1.408695652,441,92,2267,319,0,22,29,94
57,2,White,TD,M,26.63,NA,NA,NA,81,4.567328918,1.735955056,415,122,1845,298,0,22,29,94
57,3,White,TD,M,30.77,NA,NA,NA,103,5.288990826,3.303754266,474,200,2142,897,0,22,29,94
57,4,White,TD,M,35.03,NA,45,NA,100,5.338461538,3.07755102,554,177,2585,642,0,22,29,94
57,5,White,TD,M,38.6,0,NA,NA,94,4.983388704,2.832167832,563,219,2772,723,0,22,29,94
57,6,White,TD,M,43.03,NA,47,44,97,5.587332054,2.429292929,548,163,2887,436,0,22,29,94
58,1,White,TD,M,23.9,0,30,30,98,4.159159159,1.939716312,236,120,1170,473,0,30,30,98
58,2,White,TD,M,28.6,NA,NA,NA,86,4.557471264,3.217948718,197,126,686,449,0,30,30,98
58,3,White,TD,M,32.5,NA,NA,NA,107,4.078291815,3.131355932,219,152,1020,660,0,30,30,98
58,4,White,TD,M,36.4,NA,45,NA,108,4.458937198,3.634069401,232,217,798,978,0,30,30,98
58,5,White,TD,M,40.07,0,NA,NA,103,4.857142857,3.822580645,278,217,1067,814,0,30,30,98
58,6,White,TD,M,44.43,NA,45,36,101,3.706790123,3.243902439,249,102,1024,358,0,30,30,98
59,1,White,TD,M,19.1,1,24,22,115,3.48787062,1.313953488,214,32,1118,109,1,22,24,115
59,2,White,TD,M,23.17,NA,NA,NA,59,3.60988075,2.046666667,352,88,1905,287,1,22,24,115
59,3,White,TD,M,27.07,NA,NA,NA,107,4.298666667,2.330935252,299,85,1418,261,1,22,24,115
59,4,White,TD,M,30.83,NA,39,NA,105,3.819960861,3.406504065,332,153,1699,694,1,22,24,115
59,5,White,TD,M,35.17,0,NA,NA,105,3.75,3.607287449,394,244,1977,725,1,22,24,115
59,6,White,TD,M,39.3,NA,41,41,101,4.18616145,2.892156863,437,183,2347,517,1,22,24,115
60,1,White,TD,M,19.97,0,26,17,96,3.509138381,1.184615385,178,11,1144,154,0,17,26,96
60,2,White,TD,M,23.93,NA,NA,NA,96,3.789634146,1.79020979,219,70,1058,244,0,17,26,96
60,3,White,TD,M,28.03,NA,NA,NA,91,4.231362468,2.493243243,292,168,1470,672,0,17,26,96
60,4,White,TD,M,32.03,NA,40,NA,93,4.177339901,2.862068966,318,205,1524,1051,0,17,26,96
60,5,White,TD,M,36.83,0,NA,NA,100,NA,NA,NA,NA,NA,NA,0,17,26,96
60,6,White,TD,M,41.93,NA,45,38,95,3.957230143,2.909274194,367,260,1731,1294,0,17,26,96
61,1,White,ASD,M,35.5,14,27,11,77,2.548969072,1.044444444,195,9,955,47,14,11,27,77
61,2,White,ASD,M,39.4,NA,NA,NA,65,3.430641822,1,285,1,1417,19,14,11,27,77
61,3,White,ASD,M,44.47,NA,NA,NA,70,2.963302752,1.75,252,9,1393,14,14,11,27,77
61,6,White,ASD,M,NA,NA,34,17,NA,3.474725275,1.058823529,284,6,1390,36,14,11,27,77
62,1,White,ASD,F,41.07,15,28,10,66,3.833769634,0,386,0,2613,0,15,10,28,66
62,2,White,ASD,F,41.07,NA,NA,NA,66,3.688477952,1,389,1,2274,44,15,10,28,66
62,3,White,ASD,F,49.97,NA,NA,NA,65,4.145588235,0.162162162,542,3,2717,41,15,10,28,66
62,4,White,ASD,F,53.9,NA,30,NA,68,3.536414566,0,400,1,2196,1,15,10,28,66
62,5,White,ASD,F,58.27,13,NA,NA,66,3.693846154,0.2,435,3,2070,30,15,10,28,66
62,6,White,ASD,F,61.7,NA,32,9,68,3.241421569,0.015625,444,2,2450,64,15,10,28,66
63,1,White,ASD,M,26,15,30,24,88,2.747099768,1.180904523,338,98,2084,233,15,24,30,88
63,2,White,ASD,M,30.1,NA,NA,NA,72,3.372319688,1.443298969,260,78,1511,260,15,24,30,88
63,3,White,ASD,M,34.27,NA,NA,NA,86,3.774030354,1.8,346,153,1891,393,15,24,30,88
63,4,White,ASD,M,38.2,NA,40,NA,83,3.4715099720000002,2.012779553,359,144,2109,574,15,24,30,88
63,5,White,ASD,M,42.3,16,NA,NA,83,3.29068323,1.759146341,360,158,2276,531,15,24,30,88
63,6,White,ASD,M,46.07,NA,45,30,79,3.32,2.155339806,335,197,2221,618,15,24,30,88
64,1,White,TD,M,20.8,4,29,22,108,3.432387312,1.183006536,345,62,1805,244,4,22,29,108
64,2,White,TD,M,25.87,NA,NA,NA,118,4.001724138,1.77092511,334,120,1959,401,4,22,29,108
64,3,White,TD,M,29.67,NA,NA,NA,116,4.21040724,2.115789474,257,101,1610,424,4,22,29,108
64,4,White,TD,M,33.6,NA,34,NA,116,4.69762419,2.714828897,330,157,1974,637,4,22,29,108
64,5,White,TD,M,37.34,5,NA,NA,116,4.424836601,2.603846154,341,132,1916,636,4,22,29,108
64,6,White,TD,M,41,NA,NA,NA,NA,4.113157895,2.848,303,158,1460,659,4,22,29,108
65,1,White,ASD,M,34,13,30,30,87,3.604139715,2.876344086,400,149,2587,469,13,30,30,87
65,2,White,ASD,M,38.63,NA,NA,NA,46,4.604340568,2.784,413,149,2534,670,13,30,30,87
65,3,White,ASD,M,42.47,NA,NA,NA,100,4.907590759,4.131868132,459,196,2841,698,13,30,30,87
65,4,White,ASD,M,47,NA,47,NA,100,4.085409253,3.359832636,539,214,3163,693,13,30,30,87
65,5,White,ASD,M,51.13,15,NA,NA,92,4.223572296,2.965517241,521,145,3090,357,13,30,30,87
65,6,White,ASD,M,54.73,NA,50,50,97,4.080445545,3.441558442,505,226,3072,713,13,30,30,87
66,1,White,ASD,M,42,15,27,16,79,3.030405405,1.0375,303,15,1579,166,15,16,27,79
66,2,White,ASD,M,46.77,NA,NA,NA,79,3.302663438,1.099099099,250,48,1205,356,15,16,27,79
66,3,White,ASD,M,50.63,NA,NA,NA,94,4.520325203,1.582857143,313,70,1618,254,15,16,27,79
66,4,White,ASD,M,54.13,NA,28,NA,92,3.312387792,1.320422535,348,61,1644,334,15,16,27,79
66,5,White,ASD,M,58.57,15,NA,NA,95,2.96592845,1.668896321,320,122,1527,511,15,16,27,79
66,6,White,ASD,M,62.33,NA,41,31,103,3.514403292,1.401234568,311,58,1481,210,15,16,27,79