Absenteeism_preprocessed.csv

Reason_1,Reason_2,Reason_3,Reason_4,Month of absence,Day of the week,Seasons,Transportation expense,Distance from Residence to Work,Service time,Age,Work load Average/day ,Hit target,Disciplinary failure,Education,Son,Social drinker,Social smoker,Pet,Body mass index,Absenteeism time in hours
False,False,False,True,7,3,1,289,36,13,33,239.554,97,0,0,2,1,0,1,30,4
False,False,False,False,7,3,1,118,13,18,50,239.554,97,1,0,1,1,0,0,31,0
False,False,False,True,7,4,1,179,51,18,38,239.554,97,0,0,0,1,0,0,31,2
True,False,False,False,7,5,1,279,5,14,39,239.554,97,0,0,2,1,1,0,24,4
False,False,False,True,7,5,1,289,36,13,33,239.554,97,0,0,2,1,0,1,30,2
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False,False,False,True,7,6,1,260,50,11,36,239.554,97,0,0,4,1,0,0,23,4
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False,False,False,True,7,2,1,235,11,14,37,239.554,97,0,1,1,0,0,1,29,8
True,False,False,False,7,2,1,260,50,11,36,239.554,97,0,0,4,1,0,0,23,8
True,False,False,False,7,3,1,260,50,11,36,239.554,97,0,0,4,1,0,0,23,8
True,False,False,False,7,4,1,260,50,11,36,239.554,97,0,0,4,1,0,0,23,8
True,False,False,False,7,4,1,179,51,18,38,239.554,97,0,0,0,1,0,0,31,1
False,False,False,True,7,4,1,179,51,18,38,239.554,97,0,0,0,1,0,0,31,4
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False,False,False,True,8,4,1,248,25,14,47,205.917,92,0,0,2,0,0,1,32,2
True,False,False,False,8,4,1,330,16,4,28,205.917,92,0,1,0,0,0,0,25,8
True,False,False,False,8,2,1,179,51,18,38,205.917,92,0,0,0,1,0,0,31,1
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False,False,False,True,8,6,1,260,50,11,36,205.917,92,0,0,4,1,0,0,23,4
False,False,True,False,8,2,1,289,36,13,33,205.917,92,0,0,2,1,0,1,30,8
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False,False,False,True,8,3,1,289,36,13,33,205.917,92,0,0,2,1,0,1,30,1
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False,False,False,True,8,2,1,361,52,3,28,205.917,92,0,0,1,1,0,4,27,1
False,False,False,True,8,3,1,289,36,13,33,205.917,92,0,0,2,1,0,1,30,8
True,False,False,False,8,5,1,291,50,12,32,205.917,92,0,0,0,1,0,0,23,4
False,False,False,True,8,6,1,235,29,12,48,205.917,92,0,0,1,0,1,5,33,8
False,False,False,True,8,6,1,260,50,11,36,205.917,92,0,0,4,1,0,0,23,4
False,False,False,True,9,3,1,184,42,7,27,241.476,92,0,0,0,0,0,0,21,2
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False,False,False,True,9,3,1,179,51,18,38,241.476,92,0,0,0,1,0,0,31,4
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False,False,False,True,9,6,4,260,50,11,36,241.476,92,0,0,4,1,0,0,23,4
False,False,False,True,10,3,4,179,51,18,38,253.465,93,0,0,0,1,0,0,31,3
False,False,False,True,10,3,4,118,10,10,37,253.465,93,0,0,0,0,0,0,28,3
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False,False,False,True,10,6,4,179,51,18,38,253.465,93,0,0,0,1,0,0,31,3
False,False,False,True,10,6,4,225,26,9,28,253.465,93,0,0,1,0,0,2,24,3
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False,False,False,True,10,4,4,225,26,9,28,253.465,93,0,0,1,0,0,2,24,2
False,False,False,True,10,4,4,248,25,14,47,253.465,93,0,0,2,0,0,1,32,2
False,False,False,True,10,5,4,291,31,12,40,253.465,93,0,0,1,1,0,1,25,5
False,False,False,True,10,4,4,179,51,18,38,253.465,93,0,0,0,1,0,0,31,8
False,False,False,True,10,4,4,225,26,9,28,253.465,93,0,0,1,0,0,2,24,3
False,False,True,False,10,5,4,260,50,11,36,253.465,93,0,0,4,1,0,0,23,16
True,False,False,False,10,3,4,291,31,12,40,253.465,93,0,0,1,1,0,1,25,8
False,False,False,True,10,3,4,225,26,9,28,253.465,93,0,0,1,0,0,2,24,2
False,False,False,True,10,4,4,289,36,13,33,253.465,93,0,0,2,1,0,1,30,8
False,False,False,True,10,6,4,361,52,3,28,253.465,93,0,0,1,1,0,4,27,1
False,False,False,True,10,6,4,260,50,11,36,253.465,93,0,0,4,1,0,0,23,3
False,False,False,True,11,5,4,179,51,18,38,306.345,93,0,0,0,1,0,0,31,1
False,False,False,True,11,4,4,225,26,9,28,306.345,93,0,0,1,0,0,2,24,1
True,False,False,False,11,5,4,179,51,18,38,306.345,93,0,0,0,1,0,0,31,8
False,False,True,False,11,5,4,179,22,17,40,306.345,93,0,1,2,0,1,0,22,8
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True,False,False,False,11,2,4,155,12,14,34,306.345,93,0,0,2,1,0,0,25,32
False,False,False,True,11,2,4,189,29,13,33,306.345,93,0,0,2,0,0,2,25,8
True,False,False,False,11,2,4,291,31,12,40,306.345,93,0,0,1,1,0,1,25,40
False,False,False,True,11,4,4,225,26,9,28,306.345,93,0,0,1,0,0,2,24,1
True,False,False,False,11,6,4,155,12,14,34,306.345,93,0,0,2,1,0,0,25,8
False,False,False,True,11,4,4,225,26,9,28,306.345,93,0,0,1,0,0,2,24,3
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True,False,False,False,11,6,4,225,26,9,28,306.345,93,0,0,1,0,0,2,24,3
False,False,False,True,11,6,4,260,50,11,36,306.345,93,0,0,4,1,0,0,23,4
False,False,False,True,11,2,4,248,25,14,47,306.345,93,0,0,2,0,0,1,32,1
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True,False,False,False,11,4,4,289,36,13,33,306.345,93,0,0,2,1,0,1,30,24
False,False,False,True,11,5,4,291,31,12,40,306.345,93,0,0,1,1,0,1,25,3
False,False,False,True,12,3,4,248,25,14,47,261.306,97,0,0,2,0,0,1,32,1
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False,False,False,False,6,2,3,268,11,8,33,275.089,96,1,1,0,0,0,0,25,0
False,False,True,False,6,5,3,118,13,18,50,275.089,96,0,0,1,1,0,0,31,3
True,False,False,False,6,5,3,179,26,9,30,275.089,96,0,1,0,0,0,0,19,2
False,False,False,True,6,5,3,291,31,12,40,275.089,96,0,0,1,1,0,1,25,2
True,False,False,False,6,2,1,179,26,9,30,275.089,96,0,1,0,0,0,0,19,3
False,False,False,True,6,2,1,118,10,10,37,275.089,96,0,0,0,0,0,0,28,3
False,False,False,True,6,5,1,233,51,1,31,275.089,96,0,1,1,1,0,8,21,8
True,False,False,False,6,6,1,118,10,10,37,275.089,96,0,0,0,0,0,0,28,2
True,False,False,False,6,4,1,118,10,10,37,275.089,96,0,0,0,0,0,0,28,3
False,False,False,True,6,4,1,233,51,1,31,275.089,96,0,1,1,1,0,8,21,3
False,False,False,True,7,4,1,235,20,13,43,264.604,93,0,0,1,1,0,0,38,4
False,False,True,False,7,6,1,233,51,1,31,264.604,93,0,1,1,1,0,8,21,2
True,False,False,False,7,2,1,228,14,16,58,264.604,93,0,0,2,0,0,1,22,8
False,False,False,True,7,2,1,118,10,10,37,264.604,93,0,0,0,0,0,0,28,4
True,False,False,False,7,3,1,228,14,16,58,264.604,93,0,0,2,0,0,1,22,120
False,False,False,True,7,3,1,189,29,13,33,264.604,93,0,0,2,0,0,2,25,16
False,False,False,True,7,4,1,118,10,10,37,264.604,93,0,0,0,0,0,0,28,2
False,False,False,True,7,4,1,361,52,3,28,264.604,93,0,0,1,1,0,4,27,8
False,False,False,True,7,4,1,225,26,9,28,264.604,93,0,0,1,0,0,2,24,8
True,False,False,False,7,2,1,369,17,12,31,264.604,93,0,0,3,1,0,0,25,80
True,False,False,False,7,3,1,289,36,13,33,264.604,93,0,0,2,1,0,1,30,8
True,False,False,False,7,3,1,235,11,14,37,264.604,93,0,1,1,0,0,1,29,4
False,False,False,False,0,3,1,118,14,13,40,271.219,95,0,0,1,1,0,8,34,0
False,False,False,False,0,4,2,231,35,14,39,271.219,95,0,0,2,1,0,2,35,0
False,False,False,False,0,6,3,179,45,14,53,271.219,95,0,0,1,0,0,1,25,0