95 lines
17 KiB
Plaintext
95 lines
17 KiB
Plaintext
,age,is_male,total_bilirubin,direct_ribilubin,alkaline_phosphotase,alamine_aminotransferasi,aspartate_aminotransferase,total_proteins,albumin,albumin_to_globulin_ratio,class
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582,0.40322580645161293,True,0.01809954751131222,0.01709401709401709,0.0691747572815534,0.005527638190954774,0.00408997955010225,0.7254901960784315,0.7317073170731709,0.8461538461538465,1
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453,0.532258064516129,True,0.004524886877828056,0.008547008547008546,0.07402912621359223,0.015075376884422113,0.0037491479209270625,0.6862745098039216,0.39024390243902446,0.23076923076923078,0
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89,0.7580645161290323,True,0.15384615384615385,0.15384615384615383,0.08252427184466019,0.05477386934673367,0.11520109066121337,0.6862745098039216,0.4634146341463415,0.30769230769230776,0
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71,1.0,False,0.009049773755656108,0.008547008547008546,0.05218446601941747,0.0050251256281407045,0.005794137695978187,0.1568627450980392,0.09756097560975613,0.15384615384615385,0
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124,0.24193548387096775,True,0.0,0.0,0.04550970873786408,0.013065326633165831,0.005794137695978187,0.6470588235294119,0.6585365853658536,0.7692307692307694,1
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178,1.0,True,0.4524886877828055,0.4188034188034187,0.279126213592233,0.0135678391959799,0.005794137695978187,0.2941176470588234,0.09756097560975613,0.07692307692307693,0
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377,0.11290322580645162,False,0.0,0.008547008547008546,0.06067961165048543,0.0010050251256281404,0.0003408316291751874,0.4901960784313726,0.39024390243902446,0.38461538461538475,1
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540,0.46774193548387094,True,0.009049773755656108,0.008547008547008546,0.007281553398058256,0.005527638190954774,0.0037491479209270625,0.6666666666666667,0.39024390243902446,0.23076923076923078,1
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194,0.5806451612903225,True,0.06334841628959277,0.04273504273504273,0.06492718446601942,0.019095477386934675,0.006816632583503749,0.41176470588235303,0.39024390243902446,0.5384615384615385,1
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123,0.8225806451612903,False,0.009049773755656108,0.008547008547008546,0.04611650485436893,0.0035175879396984917,0.0020449897750511245,0.5294117647058822,0.4146341463414635,0.38461538461538475,0
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280,0.7258064516129032,True,0.009049773755656108,0.008547008547008546,0.012742718446601943,0.023115577889447236,0.01226993865030675,0.47058823529411775,0.39024390243902446,0.4615384615384616,0
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411,0.16129032258064518,False,0.07692307692307693,0.059829059829059825,0.24696601941747567,0.009045226130653266,0.010906612133605997,0.6470588235294119,0.3658536585365854,0.23076923076923078,1
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518,0.5161290322580645,True,0.10407239819004525,0.11111111111111109,0.06553398058252427,0.032160804020100506,0.0190865712338105,0.7058823529411766,0.5365853658536586,0.4615384615384616,0
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352,0.2096774193548387,False,0.004524886877828056,0.008547008547008546,0.02548543689320388,0.013065326633165831,0.007157464212678937,0.9019607843137254,0.7073170731707317,0.5384615384615385,0
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164,0.41935483870967744,True,0.05882352941176472,0.06837606837606837,0.04733009708737864,0.016080402010050253,0.017041581458759374,0.7450980392156863,0.7073170731707317,0.753846153846154,0
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481,0.5161290322580645,True,0.07692307692307693,0.10256410256410256,0.10922330097087377,0.061306532663316586,0.12133605998636675,0.7254901960784315,0.6341463414634148,0.6153846153846154,0
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34,0.40322580645161293,False,0.0904977375565611,0.094017094017094,0.18689320388349512,0.02462311557788945,0.015337423312883437,0.392156862745098,0.39024390243902446,0.30769230769230776,1
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232,0.596774193548387,True,0.09502262443438916,0.1282051282051282,0.03337378640776698,0.06984924623115579,0.049079754601226995,0.8431372549019609,0.4146341463414635,0.15384615384615385,0
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552,0.5161290322580645,True,0.0,0.0,0.057038834951456306,0.009547738693467337,0.006134969325153374,0.43137254901960786,0.3658536585365854,0.4615384615384616,0
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77,0.8870967741935483,False,0.0,0.0,0.9211165048543688,0.042713567839195984,0.039195637355146556,0.19607843137254888,0.17073170731707327,0.30769230769230776,0
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56,0.3225806451612903,True,0.009049773755656108,0.008547008547008546,0.058252427184466014,0.008040201005025126,0.0037491479209270625,0.8627450980392157,0.6341463414634148,0.4615384615384616,1
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92,0.7580645161290323,True,0.3619909502262444,0.33333333333333326,0.11893203883495143,0.20201005025125632,0.28561690524880706,0.7450980392156863,0.39024390243902446,0.15384615384615385,0
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543,0.43548387096774194,True,0.02714932126696833,0.04273504273504273,0.06189320388349514,0.0065326633165829154,0.005112474437627812,0.784313725490196,0.6341463414634148,0.5384615384615385,0
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185,0.40322580645161293,True,0.0407239819004525,0.02564102564102564,0.11893203883495143,0.02512562814070352,0.03101567825494206,0.47058823529411775,0.39024390243902446,0.4615384615384616,1
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21,0.6129032258064515,True,0.10407239819004525,0.10256410256410256,0.23058252427184464,0.006030150753768844,0.007498295841854124,0.6666666666666667,0.2439024390243903,0.07692307692307693,0
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283,0.08064516129032256,True,0.03167420814479638,0.05128205128205127,0.1298543689320388,0.0,0.0030674846625766868,0.47058823529411775,0.17073170731707327,0.07692307692307693,1
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67,0.38709677419354843,True,0.05429864253393667,0.059829059829059825,0.06856796116504854,0.021608040201005027,0.015678254942058625,0.5490196078431373,0.5853658536585367,0.7692307692307694,0
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22,0.7903225806451613,True,0.28054298642533937,0.24786324786324784,0.2669902912621359,0.05326633165829146,0.018404907975460124,0.5490196078431373,0.4146341463414635,0.38461538461538475,0
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223,0.596774193548387,True,0.022624434389140278,0.01709401709401709,0.04429611650485437,0.0050251256281407045,0.002385821404226312,0.6862745098039216,0.7560975609756098,1.0000000000000002,1
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216,0.6774193548387097,True,0.013574660633484167,0.008547008547008546,0.008495145631067964,0.013065326633165831,0.0013633265167007497,0.5098039215686274,0.43902439024390255,0.4615384615384616,1
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565,0.48387096774193544,True,0.990950226244344,1.0,0.024878640776699025,0.006030150753768844,0.04464894342194956,0.588235294117647,0.17073170731707327,0.046153846153846156,0
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399,0.22580645161290325,True,0.01809954751131222,0.008547008547008546,0.06249999999999999,0.06381909547738693,0.04533060668029994,0.47058823529411775,0.39024390243902446,0.4615384615384616,0
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19,0.43548387096774194,False,0.013574660633484167,0.01709401709401709,0.11589805825242716,0.11155778894472362,0.07941376959781868,0.6274509803921569,0.4146341463414635,0.30769230769230776,0
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478,0.3225806451612903,True,0.29411764705882354,0.30769230769230765,0.057038834951456306,0.3075376884422111,0.16530334014996592,0.6470588235294119,0.5365853658536586,0.5307692307692309,0
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144,0.5161290322580645,False,0.13122171945701358,0.11965811965811965,0.05279126213592233,0.02663316582914573,0.02556237218813906,0.392156862745098,0.3658536585365854,0.4615384615384616,0
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255,0.40322580645161293,True,0.0497737556561086,0.05128205128205127,0.4593446601941747,0.03969849246231156,0.01226993865030675,0.47058823529411775,0.39024390243902446,0.4615384615384616,0
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429,0.967741935483871,True,0.05882352941176472,0.05128205128205127,0.9999999999999998,0.04623115577889448,0.04396728016359919,0.37254901960784315,0.14634146341463417,0.07692307692307693,0
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555,0.6774193548387097,True,0.009049773755656108,0.008547008547008546,0.1140776699029126,0.0648241206030151,0.02556237218813906,0.6666666666666667,0.39024390243902446,0.23076923076923078,0
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189,0.564516129032258,False,0.009049773755656108,0.008547008547008546,0.0703883495145631,0.011055276381909548,0.0054533060668029995,0.3137254901960784,0.26829268292682934,0.38461538461538475,1
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25,0.3387096774193548,True,0.1583710407239819,0.16239316239316237,0.11347087378640774,0.4346733668341709,0.24505794137695977,0.27450980392156854,0.31707317073170743,0.5384615384615385,0
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428,0.629032258064516,False,0.0,0.0,0.0558252427184466,0.0,0.0,0.6470588235294119,0.4634146341463415,0.38461538461538475,1
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66,0.6612903225806452,True,0.07239819004524889,0.094017094017094,0.05643203883495145,0.022613065326633167,0.02828902522154056,0.47058823529411775,0.5609756097560976,0.9230769230769234,0
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154,0.3387096774193548,True,0.23981900452488691,0.2051282051282051,0.1140776699029126,0.017587939698492462,0.07532379004771643,0.392156862745098,0.31707317073170743,0.38461538461538475,0
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508,0.532258064516129,True,0.8054298642533937,0.7179487179487178,0.2111650485436893,0.05477386934673367,0.07430129516019086,0.7647058823529411,0.4634146341463415,0.23076923076923078,0
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293,0.16129032258064518,True,0.022624434389140278,0.034188034188034185,0.054004854368932036,0.0135678391959799,0.009884117246080435,0.803921568627451,0.7073170731707317,0.6153846153846154,1
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551,0.25806451612903225,True,0.02714932126696833,0.02564102564102564,0.035194174757281545,0.0050251256281407045,0.003408316291751874,0.5098039215686274,0.39024390243902446,0.38461538461538475,1
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20,0.6129032258064515,True,0.07239819004524889,0.07692307692307691,0.308252427184466,0.0035175879396984917,0.0054533060668029995,0.7254901960784315,0.2926829268292684,0.11538461538461542,0
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580,0.629032258064516,True,0.009049773755656108,0.008547008547008546,0.08677184466019416,0.019095477386934675,0.012610770279481938,0.5490196078431373,0.43902439024390255,0.4615384615384616,0
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246,0.6774193548387097,True,0.05429864253393667,0.7606837606837606,0.10315533980582522,0.006030150753768844,0.02283571915473756,0.4901960784313726,0.31707317073170743,0.23076923076923078,0
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372,0.564516129032258,True,0.004524886877828056,0.008547008547008546,0.13592233009708737,0.009547738693467337,0.001704158145875937,1.0,1.0,1.0000000000000002,0
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28,0.11290322580645162,True,0.022624434389140278,0.034188034188034185,0.015776699029126214,0.0050251256281407045,0.006134969325153374,0.05882352941176461,0.12195121951219512,0.4230769230769231,1
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310,0.6129032258064515,True,0.009049773755656108,0.008547008547008546,0.04429611650485437,0.019095477386934675,0.003408316291751874,0.8823529411764706,0.7804878048780488,0.6923076923076925,0
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85,0.01612903225806453,True,0.036199095022624445,0.034188034188034185,0.10133495145631066,0.02412060301507538,0.011247443762781185,0.607843137254902,0.6097560975609757,0.7692307692307694,0
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392,0.45161290322580644,True,0.31221719457013575,0.35897435897435886,0.02851941747572815,0.042211055276381915,0.027266530334015,0.5294117647058822,0.4146341463414635,0.38461538461538475,0
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221,0.5483870967741935,True,0.013574660633484167,0.008547008547008546,0.05461165048543689,0.01407035175879397,0.00408997955010225,0.7254901960784315,0.7073170731707317,0.7692307692307694,0
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234,0.43548387096774194,False,0.013574660633484167,0.008547008547008546,0.11104368932038833,0.011055276381909548,0.005112474437627812,0.803921568627451,0.5121951219512195,0.30769230769230776,0
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568,0.11290322580645162,False,0.7285067873303168,0.7094017094017093,0.05946601941747572,0.040703517587939705,0.030334014996591684,0.6470588235294119,0.5121951219512195,0.47692307692307706,0
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201,0.5806451612903225,True,0.0,0.0,0.0703883495145631,0.020100502512562814,0.013974096796182688,0.27450980392156854,0.2439024390243903,0.38461538461538475,0
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197,0.2096774193548387,False,0.0,0.008547008547008546,0.02427184466019417,0.0010050251256281404,0.006816632583503749,0.41176470588235303,0.2439024390243903,0.26923076923076933,0
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557,0.6129032258064515,True,0.10407239819004525,0.094017094017094,0.05279126213592233,0.03517587939698493,0.03851397409679618,0.5098039215686274,0.4146341463414635,0.4615384615384616,0
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285,0.0,True,0.0407239819004525,0.034188034188034185,0.28701456310679613,0.009547738693467337,0.00408997955010225,0.8431372549019609,0.6097560975609757,0.38461538461538475,0
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214,0.40322580645161293,True,0.0497737556561086,0.07692307692307691,0.04733009708737864,0.004020100502512563,0.007498295841854124,0.7058823529411766,0.5365853658536586,0.4615384615384616,0
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387,0.6129032258064515,True,0.009049773755656108,0.008547008547008546,0.035194174757281545,0.012060301507537688,0.0027266530334014993,0.6470588235294119,0.5609756097560976,0.5384615384615385,0
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|
415,0.9193548387096773,True,0.03167420814479638,0.01709401709401709,0.3567961165048544,0.041708542713567845,0.009543285616905248,0.0,0.31707317073170743,0.23076923076923078,0
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|
553,0.532258064516129,True,0.4343891402714932,0.35042735042735035,0.07888349514563106,0.02412060301507538,0.043626448534423996,0.6666666666666667,0.31707317073170743,0.15384615384615385,0
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|
295,0.14516129032258068,True,0.0,0.008547008547008546,0.06067961165048543,0.034170854271356785,0.009884117246080435,0.8627450980392157,0.6097560975609757,0.38461538461538475,0
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249,0.3225806451612903,True,0.02714932126696833,0.01709401709401709,0.2402912621359223,0.009045226130653266,0.004430811179277437,0.6666666666666667,0.39024390243902446,0.23076923076923078,0
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|
477,0.6774193548387097,True,0.0,0.008547008547008546,0.07160194174757281,0.007035175879396985,0.006816632583503749,0.2941176470588234,0.2439024390243903,0.3692307692307693,0
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389,0.9516129032258063,True,0.0,0.0,0.0,0.010552763819095479,0.00783912747102931,0.5294117647058822,0.43902439024390255,0.4615384615384616,0
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|
163,0.41935483870967744,True,0.05882352941176472,0.06837606837606837,0.04733009708737864,0.016080402010050253,0.017041581458759374,0.7450980392156863,0.7073170731707317,0.753846153846154,0
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|
242,0.25806451612903225,False,0.009049773755656108,0.008547008547008546,0.06249999999999999,0.010050251256281407,0.0037491479209270625,0.9019607843137254,0.6585365853658536,0.4615384615384616,0
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|
47,0.43548387096774194,True,0.022624434389140278,0.01709401709401709,0.07766990291262135,0.814070351758794,0.3231083844580777,0.2549019607843137,0.34146341463414637,0.6923076923076925,0
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|
117,0.3064516129032258,True,0.5475113122171946,0.5213675213675213,0.0558252427184466,1.0000000000000002,1.0000000000000002,0.41176470588235303,0.4634146341463415,0.6923076923076925,0
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32,0.7096774193548387,True,0.01809954751131222,0.01709401709401709,0.05157766990291262,0.004522613065326633,0.0037491479209270625,0.3137254901960784,0.3658536585365854,0.6153846153846154,1
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|
492,0.3548387096774193,False,0.01809954751131222,0.01709401709401709,0.4265776699029126,0.061809045226130656,0.03101567825494206,0.8431372549019609,0.4634146341463415,0.23076923076923078,0
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464,0.5161290322580645,False,0.004524886877828056,0.008547008547008546,0.037621359223300975,0.005527638190954774,0.013974096796182688,0.17647058823529405,0.0,0.03846153846153849,1
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373,0.1935483870967742,False,0.004524886877828056,0.0,0.023058252427184463,0.011055276381909548,0.004430811179277437,0.784313725490196,0.7073170731707317,0.6923076923076925,1
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45,0.3548387096774193,True,0.05429864253393667,0.04273504273504273,0.10497572815533979,0.019095477386934675,0.05657805044308112,0.5686274509803921,0.43902439024390255,0.38461538461538475,1
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385,0.596774193548387,True,0.009049773755656108,0.008547008547008546,0.030339805825242712,0.009547738693467337,0.006134969325153374,0.7450980392156863,0.6585365853658536,0.6923076923076925,0
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|
130,0.5161290322580645,True,0.11764705882352942,0.11111111111111109,0.24878640776699026,0.020100502512562814,0.015678254942058625,0.47058823529411775,0.31707317073170743,0.30769230769230776,0
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156,0.3064516129032258,True,0.013574660633484167,0.01709401709401709,0.21844660194174756,0.030150753768844227,0.023858214042263123,0.5098039215686274,0.4146341463414635,0.4615384615384616,0
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52,0.40322580645161293,True,0.11312217194570139,0.1282051282051282,0.091626213592233,0.03517587939698493,0.13428766189502386,0.6274509803921569,0.6097560975609757,0.6923076923076925,0
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328,0.48387096774193544,True,0.009049773755656108,0.008547008547008546,0.05461165048543689,0.009547738693467337,0.0027266530334014993,0.47058823529411775,0.3658536585365854,0.38461538461538475,1
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514,0.5806451612903225,True,0.01809954751131222,0.01709401709401709,0.07766990291262135,0.019095477386934675,0.015678254942058625,0.9411764705882355,0.6829268292682928,0.4615384615384616,0
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341,0.3709677419354838,False,0.009049773755656108,0.008547008547008546,0.3325242718446602,0.030150753768844227,0.04294478527607362,0.588235294117647,0.4146341463414635,0.30769230769230776,0
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573,0.3064516129032258,True,0.14027149321266968,0.1282051282051282,0.3094660194174757,0.020100502512562814,0.025903203817314247,0.5098039215686274,0.12195121951219512,0.0,0
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526,0.532258064516129,True,0.3981900452488688,0.43589743589743585,0.10072815533980581,0.005527638190954774,0.017382413087934562,0.5490196078431373,0.34146341463414637,0.30769230769230776,0
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121,0.3064516129032258,True,1.0000000000000002,0.8632478632478631,0.1140776699029126,0.15678391959798998,0.03442399454669393,0.588235294117647,0.34146341463414637,0.23076923076923078,0
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236,0.14516129032258068,True,0.009049773755656108,0.008547008547008546,0.12014563106796114,0.02361809045226131,0.009543285616905248,0.8431372549019609,0.5853658536585367,0.38461538461538475,1
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487,0.3064516129032258,True,0.004524886877828056,0.008547008547008546,0.10558252427184464,0.04623115577889448,0.06066802999318337,0.47058823529411775,0.3658536585365854,0.40769230769230785,0
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27,0.3387096774193548,True,0.2533936651583711,0.24786324786324784,0.0837378640776699,0.8391959798994976,0.28561690524880706,0.7058823529411766,0.6341463414634148,0.6153846153846154,0
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307,0.2741935483870968,True,0.009049773755656108,0.008547008547008546,0.043689320388349516,0.005527638190954774,0.011929107021131563,0.19607843137254888,0.21951219512195125,0.4615384615384616,0
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512,0.6935483870967742,True,0.01809954751131222,0.01709401709401709,0.05643203883495145,0.006030150753768844,0.0054533060668029995,0.43137254901960786,0.2926829268292684,0.30769230769230776,1
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