testing_data.csv

,win_percentage_5,win_percentage,avg_margin_5,avg_margin,home_or_away,spread,beat_spread,opp_win_percentage_5,opp_win_percentage,opp_avg_margin_5,opp_avg_margin
0,1.0,1.0,1.0,1.0,1,4.5,1,0.0,0.0,1.0,1.0
1,0.5,0.5,14.5,14.5,1,3.0,0,1.0,1.0,27.0,27.0
2,0.3333333333333333,0.3333333333333333,10.0,10.0,0,-3.0,0,1.0,1.0,11.333333333333334,11.333333333333334
3,0.5,0.5,8.75,8.75,0,1.0,1,0.75,0.75,9.75,9.75
4,0.6,0.6,10.8,10.8,1,-7.0,1,0.4,0.4,12.2,12.2
5,0.4,0.5,8.5,9.5,0,-8.5,0,0.16666666666666666,0.16666666666666666,-3.0,7.0
6,0.5,0.5714285714285714,-6.071428571428571,8.428571428571429,0,-8.0,0,0.14285714285714285,0.14285714285714285,-2.071428571428571,7.428571428571429
7,0.5714285714285714,0.625,-1.125,8.875,0,6.0,1,0.25,0.25,2.333333333333334,11.0
8,0.5714285714285714,0.6666666666666666,-0.6388888888888893,8.11111111111111,0,2.5,1,0.2857142857142857,0.4444444444444444,-5.472222222222221,13.777777777777779
9,0.5714285714285714,0.7,-2.6000000000000014,8.2,1,-3.5,1,0.2,0.2,0.6000000000000005,7.4
10,0.625,0.7272727272727273,0.4090909090909083,9.909090909090908,1,-4.0,1,0.2857142857142857,0.5454545454545454,4.833333333333334,16.0
11,0.5,0.6666666666666666,3.154761904761905,11.583333333333334,1,-7.0,0,0.125,0.4166666666666667,1.1190476190476204,13.833333333333334
12,0.375,0.6153846153846154,2.4326923076923084,11.307692307692308,0,5.0,0,0.3333333333333333,0.6923076923076923,-0.8269230769230766,13.923076923076923
13,0.25,0.5714285714285714,3.246031746031747,11.357142857142858,0,4.5,0,0.2857142857142857,0.6428571428571429,-1.4841269841269842,13.071428571428571
14,0.25,0.6,4.933333333333334,13.133333333333333,1,-6.0,1,0.3,0.5333333333333333,0.5,12.4
15,0.25,0.625,3.4034090909090917,13.3125,0,-3.5,1,0.25,0.4375,0.011363636363636687,9.375
16,0.2222222222222222,0.5882352941176471,1.181372549019608,12.764705882352942,0,-4.5,0,0.2727272727272727,0.5294117647058824,2.3039215686274517,10.470588235294118
17,0.2,0.5555555555555556,0.8034188034188023,12.11111111111111,1,3.5,1,0.5,0.7777777777777778,-1.5085470085470085,12.722222222222221
18,0.2727272727272727,0.5789473684210527,0.32706766917293173,11.68421052631579,0,-2.5,1,0.18181818181818182,0.5263157894736842,0.7744360902255636,15.631578947368421
19,0.18181818181818182,0.55,-1.7833333333333332,11.35,0,1.0,0,0.26666666666666666,0.45,-1.5333333333333332,11.6
20,0.18181818181818182,0.5714285714285714,-2.3125,11.0,0,5.5,1,0.4444444444444444,0.7619047619047619,-0.9642857142857135,15.285714285714286
21,0.16666666666666666,0.5454545454545454,-1.8556149732620337,10.909090909090908,0,2.5,0,0.3076923076923077,0.5909090909090909,0.4010695187165787,9.636363636363637
22,0.15384615384615385,0.5217391304347826,-1.0676328502415462,11.043478260869565,0,5.5,0,0.4444444444444444,0.782608695652174,0.30193236714975846,14.91304347826087
23,0.15384615384615385,0.5416666666666666,-0.5175438596491233,11.166666666666666,1,-2.5,1,0.23529411764705882,0.4583333333333333,0.5592105263157894,9.875
24,0.14285714285714285,0.52,-0.3899999999999988,10.96,1,-7.0,0,0.05,0.24,0.46000000000000085,10.56
25,0.07142857142857142,0.5,0.038461538461538325,11.038461538461538,0,-7.0,0,0.15,0.34615384615384615,0.397435897435896,11.73076923076923
26,0.13333333333333333,0.5185185185185185,0.20202020202020243,11.11111111111111,1,-2.0,1,0.2,0.5555555555555556,1.095959595959597,11.777777777777779
27,0.125,0.5,-0.04347826086956452,11.0,1,-2.0,0,0.058823529411764705,0.42857142857142855,-0.4829192546583858,10.821428571428571
28,0.125,0.5172413793103449,-0.13218390804597568,11.03448275862069,1,-5.0,1,0.05555555555555555,0.41379310344827586,-0.012931034482758008,10.862068965517242
29,0.11764705882352941,0.5,-0.12666666666666693,10.833333333333334,0,-2.5,0,0.15789473684210525,0.4666666666666667,0.293333333333333,12.733333333333333
30,0.1111111111111111,0.4838709677419355,-0.45781637717121626,10.580645161290322,0,-2.5,0,0.15789473684210525,0.4838709677419355,-0.6786600496277924,12.129032258064516
31,0.05555555555555555,0.46875,-0.3923611111111107,10.71875,0,-1.0,0,0.14285714285714285,0.4375,-0.3321759259259256,10.59375
32,0.10526315789473684,0.48484848484848486,-0.42424242424242387,10.575757575757576,1,-2.5,1,0.05263157894736842,0.45454545454545453,-0.5627705627705613,10.151515151515152
33,0.10526315789473684,0.5,-0.7403651115618661,10.294117647058824,1,-6.5,0,0.13043478260869565,0.4117647058823529,-0.6643002028397564,10.852941176470589
34,0.15,0.5142857142857142,-0.6904761904761916,10.142857142857142,1,5.0,1,0.21428571428571427,0.6857142857142857,0.13333333333333286,14.2
35,0.19047619047619047,0.5277777777777778,-0.5250896057347667,10.055555555555555,1,-8.0,0,0.05,0.4722222222222222,0.17652329749103934,10.305555555555555
36,0.18181818181818182,0.5135135135135135,-0.6106418918918912,10.108108108108109,0,2.5,0,0.23529411764705882,0.6486486486486487,1.0717905405405403,11.54054054054054
37,0.18181818181818182,0.5263157894736842,-0.023125996810207994,10.552631578947368,0,-11.0,1,0.0,0.2894736842105263,0.49521531100478455,15.131578947368421
38,0.13636363636363635,0.5128205128205128,0.19306184012066296,10.487179487179487,1,3.5,0,0.16666666666666666,0.7435897435897436,-0.6546003016591246,14.051282051282051
39,0.09090909090909091,0.5,0.257142857142858,10.4,0,-7.5,0,0.038461538461538464,0.375,0.0892857142857153,14.775
40,0.045454545454545456,0.4878048780487805,0.35907859078590754,10.414634146341463,1,-7.0,0,0.1111111111111111,0.4146341463414634,0.10772357723577208,10.024390243902438
41,0.08695652173913043,0.5,0.43951093951093867,10.547619047619047,1,-9.0,1,0.034482758620689655,0.3333333333333333,-0.20978120978120884,12.952380952380953
42,0.043478260869565216,0.4883720930232558,-0.11077111383108829,10.44186046511628,0,4.5,0,0.12,0.4883720930232558,-0.6266829865361068,13.162790697674419
43,0.041666666666666664,0.4772727272727273,-0.23717948717948723,10.25,0,7.0,1,0.21052631578947367,0.6590909090909091,-0.56993006993007,14.045454545454545
44,0.08,0.4888888888888889,-0.20000000000000107,10.2,0,6.0,1,0.15789473684210525,0.6444444444444445,-0.4833333333333325,13.866666666666667
45,0.11538461538461539,0.5,-0.06680805938494139,10.347826086956522,0,-6.5,1,0.06896551724137931,0.41304347826086957,-0.03022269353128415,11.847826086956522
46,0.07692307692307693,0.48936170212765956,-0.2922998986828773,10.25531914893617,1,-3.0,0,0.11538461538461539,0.5106382978723404,-0.5253292806484282,12.212765957446809
47,0.07407407407407407,0.4791666666666667,-0.29602713178294593,10.145833333333334,1,-1.0,0,0.16,0.5625,0.13323643410852704,12.854166666666666
48,0.10714285714285714,0.4897959183673469,0.015306122448979664,10.26530612244898,1,-12.0,1,0.02702702702702703,0.2653061224489796,-0.14703153988868323,14.693877551020408
49,0.10714285714285714,0.5,0.46000000000000085,10.66,1,-9.5,1,0.1111111111111111,0.52,0.6822222222222223,11.86
50,0.07142857142857142,0.49019607843137253,0.29923273657288973,10.647058823529411,1,0.0,0,0.15789473684210525,0.6862745098039216,0.1104006820119352,11.784313725490197
51,0.10344827586206896,0.5,0.2254500818330598,10.48076923076923,1,-3.0,0,0.03571428571428571,0.4807692307692308,0.01800327332242091,12.23076923076923
52,0.13333333333333333,0.5094339622641509,0.30699685534591126,10.452830188679245,1,-8.5,1,0.024390243902439025,0.24528301886792453,-0.2468553459119498,11.169811320754716
53,0.13333333333333333,0.5185185185185185,0.3272864701436138,10.592592592592593,0,3.5,1,0.13043478260869565,0.6296296296296297,-0.09977324263038412,11.777777777777779
54,0.13333333333333333,0.5272727272727272,-0.24181818181818215,10.418181818181818,0,1.0,1,0.08,0.5818181818181818,-0.24545454545454426,11.454545454545455
55,0.16129032258064516,0.5357142857142857,-0.27205882352941124,10.375,0,-7.5,1,0.08333333333333333,0.6071428571428571,0.05147058823529349,11.875
56,0.16129032258064516,0.543859649122807,-0.20006747638326416,10.280701754385966,1,-3.0,1,0.12121212121212122,0.49122807017543857,0.21997300944669362,14.912280701754385
57,0.12903225806451613,0.5344827586206896,-0.2459336369551064,10.206896551724139,1,-4.5,0,0.05555555555555555,0.41379310344827586,-0.006180871828236789,10.46551724137931
58,0.12903225806451613,0.5423728813559322,-0.338355304457,10.254237288135593,1,1.5,1,0.15,0.711864406779661,-0.08819836785938406,11.152542372881356
59,0.0967741935483871,0.5333333333333333,-0.2515151515151519,10.166666666666666,0,3.5,0,0.13043478260869565,0.6666666666666666,-0.3469696969696976,11.416666666666666
60,0.06451612903225806,0.5245901639344263,-0.030737704918033515,10.344262295081966,0,-8.0,0,0.06060606060606061,0.4918032786885246,0.13202576112412245,11.721311475409836
61,0.03225806451612903,0.5161290322580645,-0.038766270514997814,10.241935483870968,1,-11.0,0,0.023809523809523808,0.3387096774193548,0.06536502546689427,13.85483870967742
62,0.0625,0.5238095238095238,0.015325670498082644,10.222222222222221,1,-6.5,1,0.08571428571428572,0.49206349206349204,0.008757525998904114,11.698412698412698
63,0.0625,0.53125,-0.14486228813559343,10.109375,1,-4.5,0,0.029411764705882353,0.484375,-0.554555084745763,11.34375
64,0.06060606060606061,0.5230769230769231,-0.058974358974358765,10.107692307692307,1,1.0,0,0.12121212121212122,0.5538461538461539,0.3987179487179482,11.215384615384615
65,0.08823529411764706,0.5303030303030303,0.15573770491803351,10.5,0,-12.5,1,0.0625,0.3181818181818182,-0.017138599105813057,13.409090909090908
66,0.08571428571428572,0.5223880597014925,0.42970630717380764,10.671641791044776,0,-4.0,0,0.04878048780487805,0.417910447761194,0.3447279730380366,10.925373134328359
67,0.05714285714285714,0.5147058823529411,0.3807189542483673,10.602941176470589,1,-1.0,0,0.11428571428571428,0.5441176470588235,0.028711484593836545,10.838235294117647
68,0.02857142857142857,0.5072463768115942,0.45584239130434767,10.565217391304348,1,1.5,0,0.11428571428571428,0.5507246376811594,-0.1091485507246368,10.797101449275363
69,0.027777777777777776,0.5,0.42087912087912116,10.528571428571428,0,-6.0,0,0.02040816326530612,0.3142857142857143,0.37692307692307736,15.1
70,0.027777777777777776,0.5070422535211268,0.10563380281690193,10.605633802816902,0,5.0,1,0.0392156862745098,0.30985915492957744,0.4485702091335888,11.47887323943662
71,0.02702702702702703,0.5,-0.15775290215588633,10.51388888888889,0,12.0,1,0.11428571428571428,0.5694444444444444,-0.5161691542288569,11.916666666666666
0,0.0,0.0,2.0,2.0,1,-7.5,0,1.0,1.0,2.0,2.0
1,0.0,0.0,7.5,7.5,1,3.5,0,1.0,1.0,10.0,10.0
2,0.3333333333333333,0.3333333333333333,9.333333333333334,9.333333333333334,1,-6.5,1,0.3333333333333333,0.3333333333333333,6.0,6.0
3,0.25,0.25,9.5,9.5,0,1.0,0,0.75,0.75,7.75,7.75
4,0.2,0.2,8.2,8.2,1,-3.5,0,0.8,0.8,11.8,11.8
5,0.3333333333333333,0.3333333333333333,7.333333333333334,9.333333333333334,0,-8.5,1,0.2,0.3333333333333333,8.333333333333332,18.333333333333332
6,0.42857142857142855,0.42857142857142855,1.5,9.0,1,-10.5,0,0.0,0.2857142857142857,9.214285714285715,16.714285714285715
7,0.2857142857142857,0.375,-0.5833333333333339,8.75,1,-2.5,0,0.42857142857142855,0.5,-8.875,17.125
8,0.375,0.4444444444444444,-0.3888888888888893,9.11111111111111,0,-13.5,0,0.6666666666666666,0.7777777777777778,0.30555555555555536,14.555555555555555
9,0.4444444444444444,0.5,2.5,10.7,0,-5.5,1,0.375,0.5,-2.1999999999999993,13.8
10,0.3333333333333333,0.45454545454545453,0.9393939393939394,10.272727272727273,0,1.5,0,0.25,0.45454545454545453,-0.28787878787878896,13.545454545454545
11,0.3333333333333333,0.5,1.25,10.25,1,-4.5,1,0.25,0.5,-5.666666666666666,15.333333333333334
12,0.3,0.46153846153846156,1.01923076923077,9.76923076923077,1,1.5,0,0.5555555555555556,0.6923076923076923,0.9423076923076916,14.692307692307692
13,0.3,0.5,1.246031746031747,10.357142857142858,1,-10.0,1,0.1111111111111111,0.42857142857142855,0.8492063492063497,13.071428571428571
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20,0.25,0.5714285714285714,1.1398809523809526,10.952380952380953,0,4.5,0,0.3333333333333333,0.7142857142857143,-1.4732142857142865,11.714285714285714
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22,0.08333333333333333,0.5217391304347826,0.3381642512077292,10.782608695652174,1,2.0,0,0.3333333333333333,0.6521739130434783,1.2777777777777786,16.0
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24,0.15384615384615385,0.56,1.0700000000000003,11.52,1,-11.5,0,0.0625,0.4,-2.08,11.32
25,0.21428571428571427,0.5769230769230769,0.7783882783882774,11.73076923076923,1,3.0,1,0.45454545454545453,0.7692307692307693,-0.5989010989010985,11.115384615384615
26,0.2,0.5555555555555556,1.095959595959597,11.777777777777779,0,2.0,0,0.13333333333333333,0.5185185185185185,0.20202020202020243,11.11111111111111
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4,0.4,0.4,12.2,12.2,0,4.5,1,0.4,0.4,9.0,9.0
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0,1.0,1.0,2.0,2.0,0,7.5,1,0.0,0.0,2.0,2.0
1,1.0,1.0,2.5,2.5,1,3.5,1,0.5,0.5,3.5,3.5
2,0.6666666666666666,0.6666666666666666,7.0,7.0,1,3.5,0,0.6666666666666666,0.6666666666666666,7.666666666666667,7.666666666666667
3,0.75,0.75,7.75,7.75,1,-1.0,1,0.25,0.25,9.5,9.5
4,0.6,0.6,6.8,6.8,0,5.5,1,0.4,0.4,7.8,7.8
5,0.4,0.5,5.0,7.0,0,-2.0,0,0.3333333333333333,0.3333333333333333,5.666666666666667,7.666666666666667
6,0.2,0.42857142857142855,7.928571428571429,10.428571428571429,0,-1.5,0,0.5714285714285714,0.5714285714285714,-11.5,21.0
7,0.3333333333333333,0.5,2.625,9.625,1,-7.0,0,0.5,0.5,-1.583333333333334,11.75
8,0.16666666666666666,0.4444444444444444,3.1388888888888893,10.88888888888889,1,1.0,0,0.125,0.2222222222222222,-0.8611111111111107,9.88888888888889
9,0.14285714285714285,0.4,5.6000000000000005,12.4,1,5.5,0,0.42857142857142855,0.6,-1.5,14.1
10,0.25,0.45454545454545453,4.727272727272727,11.727272727272727,1,4.0,1,0.42857142857142855,0.6363636363636364,-1.954545454545455,8.545454545454545
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23,0.25,0.5,-1.1951754385964914,10.541666666666666,1,4.5,0,0.36363636363636365,0.7083333333333334,0.5548245614035086,12.291666666666666
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25,0.125,0.46153846153846156,-0.5934065934065949,10.692307692307692,1,-1.5,0,0.1875,0.5,1.6007326007326004,13.076923076923077
26,0.0625,0.4444444444444444,-0.29629629629629584,10.703703703703704,1,4.5,0,0.14285714285714285,0.5555555555555556,-0.28787878787878896,10.666666666666666
27,0.0,0.42857142857142855,-0.04503105590062084,10.607142857142858,1,-1.0,0,0.10526315789473684,0.39285714285714285,-0.7437888198757765,11.821428571428571
28,0.0,0.41379310344827586,-0.02442528735632088,10.517241379310345,0,-1.0,0,0.15789473684210525,0.4482758620689655,-0.07183908045976928,9.344827586206897
29,0.0,0.4,0.03999999999999915,10.6,0,10.0,0,0.07142857142857142,0.5666666666666667,-0.6466666666666665,14.633333333333333
30,0.0,0.3870967741935484,-0.14392059553349767,10.548387096774194,0,5.5,0,0.29411764705882354,0.6129032258064516,-0.01488833746898166,10.67741935483871
31,0.0,0.375,0.10879629629629584,10.8125,0,1.0,0,0.15,0.46875,0.05324074074074048,12.3125
32,0.047619047619047616,0.3939393939393939,-0.031385281385281516,10.575757575757576,0,-1.5,1,0.04,0.2727272727272727,-0.0822510822510818,10.06060606060606
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36,0.12,0.40540540540540543,-0.6233108108108105,10.18918918918919,1,-6.0,1,0.0,0.2972972972972973,0.4662162162162158,15.216216216216216
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40,0.1111111111111111,0.4146341463414634,0.10772357723577208,10.024390243902438,0,7.0,1,0.045454545454545456,0.4878048780487805,0.35907859078590754,10.414634146341463
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48,0.1,0.4489795918367347,0.5051020408163271,10.755102040816327,1,-4.5,0,0.14285714285714285,0.6326530612244898,0.05055658627087212,11.755102040816327
49,0.06666666666666667,0.44,0.048888888888889426,10.56,1,3.0,1,0.14285714285714285,0.64,-0.206666666666667,13.66
50,0.03333333333333333,0.43137254901960786,0.22293265132139872,10.549019607843137,0,-3.5,0,0.05,0.2549019607843137,-0.4296675191815851,11.352941176470589
51,0.0,0.4230769230769231,0.10883797054009747,10.576923076923077,1,-8.0,0,0.07692307692307693,0.3076923076923077,1.3780687397708675,11.846153846153847
52,0.0,0.41509433962264153,0.1375786163522026,10.679245283018869,0,11.5,0,0.1875,0.7547169811320755,0.41037735849056567,14.660377358490566
53,0.0,0.4074074074074074,-0.14399092970521643,10.61111111111111,0,2.0,0,0.1,0.5,-0.03703703703703631,11.962962962962964
54,0.0,0.4,0.07636363636363619,10.636363636363637,1,2.0,0,0.10810810810810811,0.4,-0.14000000000000057,11.2
55,0.0,0.39285714285714285,0.040266106442576444,10.589285714285714,0,12.5,1,0.2,0.7142857142857143,0.6032913165266098,11.446428571428571
56,0.02857142857142857,0.40350877192982454,0.0721997300944679,10.649122807017545,0,8.5,1,0.07142857142857142,0.543859649122807,-0.20344129554655943,12.31578947368421
57,0.027777777777777776,0.39655172413793105,0.027651268705270127,10.706896551724139,1,-3.5,0,0.044444444444444446,0.25862068965517243,0.5198438516590773,11.689655172413794
58,0.05405405405405406,0.4067796610169492,-0.03483992467043251,10.576271186440678,1,-3.0,0,0.044444444444444446,0.2711864406779661,0.6917765222849983,11.728813559322035
59,0.05263157894736842,0.4,-0.1696969696969699,10.466666666666667,0,7.5,1,0.09090909090909091,0.5,-0.26969696969696955,14.766666666666667
60,0.07692307692307693,0.4098360655737705,-0.1794496487119428,10.40983606557377,1,6.5,1,0.12903225806451613,0.5573770491803278,0.0854800936768143,12.442622950819672
61,0.05128205128205128,0.4032258064516129,0.38313525749858535,11.03225806451613,1,8.5,0,0.15,0.7258064516129032,0.33644595359366214,14.564516129032258
62,0.075,0.4126984126984127,0.21373836891078213,10.920634920634921,0,11.5,1,0.03571428571428571,0.5714285714285714,-0.24712643678160973,11.666666666666666
63,0.075,0.421875,0.3612288135593218,10.9375,0,6.5,1,0.0967741935483871,0.5625,-0.018538135593219707,12.21875
64,0.0975609756097561,0.4307692307692308,0.3641025641025646,10.830769230769231,0,-5.5,0,0.022222222222222223,0.3230769230769231,0.6205128205128219,14.353846153846154
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69,0.07142857142857142,0.44285714285714284,0.22637362637362557,11.057142857142857,0,8.5,1,0.10810810810810811,0.5285714285714286,0.047252747252747085,12.185714285714285
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0,0.0,0.0,6.0,6.0,0,7.0,1,1.0,1.0,6.0,6.0
1,0.0,0.0,8.0,8.0,1,-2.0,0,1.0,1.0,8.0,8.0
2,0.0,0.0,7.666666666666667,7.666666666666667,1,2.0,0,1.0,1.0,7.666666666666667,7.666666666666667
3,0.0,0.0,7.75,7.75,1,-6.0,0,0.25,0.25,12.0,12.0
4,0.0,0.0,6.8,6.8,1,-7.5,0,0.4,0.4,10.2,10.2
5,0.16666666666666666,0.16666666666666666,3.166666666666666,9.166666666666666,0,-1.0,1,0.2,0.3333333333333333,8.333333333333332,18.333333333333332
6,0.2857142857142857,0.2857142857142857,0.0,8.0,0,7.5,1,0.2,0.42857142857142855,-15.0,12.0
7,0.25,0.25,-0.04166666666666696,7.625,0,6.5,1,0.8333333333333334,0.875,-1.9166666666666679,14.75
8,0.2222222222222222,0.2222222222222222,0.02777777777777768,7.777777777777778,0,3.5,0,0.5714285714285714,0.6666666666666666,-0.6388888888888893,8.11111111111111
9,0.2,0.2,0.6000000000000005,7.4,1,10.5,1,0.25,0.4,-3.299999999999999,14.1
10,0.2,0.2727272727272727,-0.5303030303030294,8.636363636363637,1,6.0,1,0.3333333333333333,0.6363636363636364,-0.42424242424242564,9.909090909090908
11,0.1,0.25,1.583333333333334,9.583333333333334,0,5.5,0,0.3333333333333333,0.5,-0.9761904761904763,8.166666666666666
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