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Commit 4e09931a authored by d673626e3823c315c4fb8df298c44ddd's avatar d673626e3823c315c4fb8df298c44ddd
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module3/exo3/Subject6_smoking.csv.csv 0 → 100644
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"Smoker","Status","Age"
"Yes","Alive",21
"Yes","Alive",19.3
"No","Dead",57.5
"No","Alive",47.1
"Yes","Alive",81.4
"No","Alive",36.8
"No","Alive",23.8
"Yes","Dead",57.5
"Yes","Alive",24.8
"Yes","Alive",49.5
"Yes","Alive",30
"No","Dead",66
"Yes","Alive",49.2
"No","Alive",58.4
"No","Dead",60.6
"No","Alive",25.1
"No","Alive",43.5
"No","Alive",27.1
"No","Alive",58.3
"Yes","Alive",65.7
"No","Dead",73.2
"Yes","Alive",38.3
"No","Alive",33.4
"Yes","Dead",62.3
"No","Alive",18
"No","Alive",56.2
"Yes","Alive",59.2
"No","Alive",25.8
"No","Dead",36.9
"No","Alive",20.2
"Yes","Alive",34.6
"Yes","Alive",51.9
"Yes","Alive",49.9
"No","Alive",19.4
"No","Alive",56.9
"Yes","Alive",46.7
"Yes","Alive",44.4
"Yes","Alive",29.5
"Yes","Dead",33
"Yes","Alive",35.6
"Yes","Alive",39.1
"No","Dead",69.7
"Yes","Alive",35.7
"No","Dead",75.8
"No","Alive",25.3
"No","Dead",83
"Yes","Dead",44.3
"No","Alive",18.5
"Yes","Alive",37.5
"Yes","Alive",22.1
"No","Alive",82.8
"No","Alive",45
"No","Dead",73.3
"Yes","Alive",39
"No","Alive",28.4
"No","Dead",73.7
"Yes","Alive",40.1
"No","Alive",51.2
"No","Alive",22.9
"No","Alive",41.9
"Yes","Alive",58.1
"Yes","Alive",37.3
"No","Alive",41.7
"Yes","Dead",36.3
"Yes","Dead",80.7
"Yes","Alive",33
"Yes","Alive",38.6
"Yes","Alive",27.9
"No","Alive",47.6
"No","Dead",77.6
"No","Dead",58.1
"Yes","Alive",26.2
"No","Alive",45.4
"No","Alive",62.4
"No","Alive",62.5
"No","Alive",39.5
"No","Alive",27.6
"Yes","Alive",31.4
"No","Dead",85
"No","Alive",18.9
"No","Alive",35.3
"Yes","Alive",25.4
"No","Dead",72.8
"Yes","Alive",58.3
"No","Alive",27.3
"No","Dead",55.9
"No","Alive",32.8
"Yes","Dead",53.6
"No","Alive",55.9
"Yes","Alive",48
"Yes","Alive",56.1
"No","Alive",18.3
"Yes","Alive",20.2
"No","Alive",62.8
"Yes","Alive",18.6
"No","Alive",46.3
"No","Alive",36
"Yes","Dead",55.5
"Yes","Alive",18.6
"No","Dead",65.7
"No","Dead",76.5
"Yes","Dead",61
"No","Alive",26.8
"Yes","Alive",47.6
"No","Dead",70.5
"No","Dead",81.8
"Yes","Alive",32.5
"No","Alive",23
"No","Alive",83.7
"Yes","Dead",62.8
"Yes","Alive",45.9
"No","Alive",59.9
"Yes","Dead",66.5
"No","Alive",47.5
"No","Dead",89.3
"No","Alive",57.2
"Yes","Alive",21.3
"Yes","Alive",34
"No","Alive",59.5
"Yes","Alive",50.1
"No","Alive",56.1
"Yes","Alive",30.6
"Yes","Dead",63.8
"Yes","Alive",27.4
"Yes","Alive",32.5
"No","Alive",22.5
"Yes","Alive",24.2
"No","Alive",56.8
"Yes","Alive",28.9
"Yes","Dead",87.8
"Yes","Alive",19.4
"No","Dead",88.4
"Yes","Dead",35.7
"No","Alive",33.7
"No","Dead",62.3
"Yes","Alive",63.6
"Yes","Dead",71.7
"No","Alive",48.5
"No","Alive",82
"Yes","Dead",40.8
"Yes","Alive",31.3
"No","Alive",25.1
"No","Alive",24.4
"No","Alive",32.2
"No","Alive",53.1
"No","Alive",47.5
"No","Dead",26.3
"No","Dead",66
"Yes","Alive",41
"No","Dead",58.3
"No","Dead",86.8
"Yes","Alive",49.7
"No","Alive",21
"No","Dead",75.8
"No","Alive",50.5
"No","Dead",63.5
"Yes","Alive",33.1
"No","Alive",30.7
"Yes","Dead",59.4
"No","Alive",67.2
"Yes","Alive",20.7
"No","Alive",41.6
"No","Alive",37.7
"No","Dead",89.7
"No","Alive",45.2
"Yes","Dead",59.9
"No","Alive",55.4
"Yes","Alive",44.8
"No","Alive",18.3
"No","Dead",76.7
"Yes","Dead",62.3
"Yes","Dead",48.4
"No","Alive",82.7
"No","Alive",27
"No","Alive",30.9
"No","Dead",82.9
"No","Alive",40.5
"Yes","Alive",56.8
"No","Alive",26.5
"Yes","Alive",41.9
"Yes","Alive",29.9
"No","Dead",75
"No","Dead",66.3
"No","Dead",87
"No","Dead",79.5
"Yes","Alive",51.7
"No","Alive",30
"No","Alive",78.2
"No","Alive",80
"Yes","Alive",62.9
"Yes","Dead",78.3
"Yes","Alive",49.8
"Yes","Alive",36.5
"No","Dead",60.1
"Yes","Alive",62
"No","Alive",19
"No","Dead",87.6
"No","Alive",24.3
"No","Alive",22.2
"Yes","Dead",68.4
"No","Alive",32.5
"Yes","Dead",89.2
"Yes","Alive",44.5
"Yes","Alive",43.3
"Yes","Dead",57.4
"Yes","Alive",45.6
"Yes","Alive",18.1
"Yes","Dead",63.4
"No","Alive",67
"Yes","Alive",55.6
"Yes","Alive",51.9
"No","Alive",23.3
"Yes","Dead",57.6
"No","Alive",38.4
"No","Dead",35.2
"Yes","Alive",26.2
"No","Alive",60.3
"Yes","Alive",48.7
"Yes","Alive",23.7
"Yes","Alive",46.9
"Yes","Alive",18
"No","Dead",65.8
"Yes","Alive",33
"Yes","Dead",83.1
"No","Dead",58.4
"Yes","Alive",23.2
"No","Alive",66.7
"No","Alive",58.8
"Yes","Alive",56.7
"Yes","Alive",21.5
"No","Dead",78.3
"No","Alive",51.5
"Yes","Alive",63.5
"Yes","Alive",57.8
"Yes","Alive",59.5
"Yes","Dead",47.8
"Yes","Alive",53.9
"Yes","Alive",45.5
"Yes","Alive",24.2
"No","Alive",63.9
"Yes","Alive",37.5
"No","Alive",20.6
"No","Alive",22.9
"No","Alive",46.1
"No","Alive",49.6
"No","Alive",31.4
"No","Alive",25.9
"Yes","Alive",46.8
"Yes","Dead",81
"No","Dead",84.3
"No","Alive",30.8
"Yes","Alive",52.4
"No","Alive",20.1
"Yes","Dead",58.9
"Yes","Alive",72.1
"No","Alive",19.6
"No","Alive",52.6
"Yes","Alive",35
"Yes","Dead",35.4
"No","Dead",55.1
"Yes","Alive",23.7
"No","Alive",49.1
"Yes","Alive",39.7
"Yes","Alive",33.7
"No","Dead",66.4
"No","Alive",24.2
"No","Dead",67.2
"No","Alive",19.4
"No","Alive",52.4
"No","Dead",58.6
"Yes","Alive",36.2
"Yes","Alive",38.8
"Yes","Alive",47.9
"No","Alive",36.5
"Yes","Alive",24.3
"No","Alive",38.8
"No","Alive",38.4
"No","Alive",55.3
"No","Dead",87.7
"Yes","Dead",56.7
"No","Alive",74.1
"Yes","Alive",62.3
"No","Alive",18.5
"Yes","Dead",59.3
"No","Alive",39.8
"Yes","Dead",55
"No","Alive",42.8
"No","Alive",34.2
"Yes","Alive",33.7
"No","Alive",30.6
"No","Dead",81.7
"Yes","Alive",62
"No","Alive",61.3
"Yes","Alive",58.5
"No","Alive",41.6
"Yes","Alive",60.6
"No","Alive",52.9
"Yes","Alive",34
"No","Dead",52.4
"No","Alive",38.5
"No","Alive",23.7
"Yes","Alive",38.7
"No","Alive",49.3
"No","Alive",59.5
"Yes","Alive",26.2
"Yes","Dead",65.8
"Yes","Alive",44.3
"No","Alive",31.9
"No","Dead",47.9
"Yes","Alive",57.7
"Yes","Dead",36.5
"Yes","Alive",36.3
"No","Dead",56.1
"No","Alive",21.1
"Yes","Alive",22.7
"No","Alive",19.7
"Yes","Dead",60.1
"Yes","Dead",77.6
"No","Dead",67.6
"No","Alive",49.3
"Yes","Alive",37
"No","Dead",79.9
"No","Dead",56.3
"Yes","Alive",20.2
"No","Alive",31.1
"Yes","Alive",40.9
"Yes","Dead",35.2
"No","Alive",24.5
"Yes","Alive",35
"Yes","Alive",36.3
"Yes","Dead",34.3
"Yes","Alive",20.5
"Yes","Alive",29
"Yes","Dead",74.1
"Yes","Alive",43.6
"Yes","Alive",33
"Yes","Dead",42.3
"No","Dead",63.2
"No","Alive",53.2
"Yes","Alive",53.7
"No","Alive",62.7
"Yes","Alive",39
"Yes","Alive",39.3
"No","Dead",47
"No","Alive",35.8
"No","Alive",49.4
"No","Alive",20.7
"No","Dead",76.7
"Yes","Alive",31.3
"No","Alive",20.1
"No","Alive",56.3
"No","Alive",51.3
"No","Dead",85.2
"Yes","Alive",25.2
"Yes","Alive",20.2
"No","Alive",58.1
"No","Alive",49.9
"No","Dead",79.4
"Yes","Alive",31.6
"No","Alive",31.6
"No","Alive",55.4
"No","Alive",41.6
"No","Dead",74.6
"No","Dead",81.3
"No","Dead",71.4
"Yes","Alive",56.4
"Yes","Alive",39.7
"Yes","Alive",59.1
"No","Alive",20.7
"No","Alive",89.7
"Yes","Alive",61.8
"Yes","Alive",26.8
"Yes","Dead",44.3
"Yes","Alive",36.1
"Yes","Alive",22.1
"No","Alive",33.5
"Yes","Alive",44.5
"Yes","Alive",24.1
"No","Dead",72.5
"Yes","Dead",57.7
"Yes","Alive",58.7
"Yes","Alive",40.7
"No","Dead",75.6
"No","Dead",74.1
"No","Alive",37
"Yes","Alive",31.6
"Yes","Alive",34.7
"Yes","Dead",38.5
"No","Alive",22
"Yes","Alive",39.3
"No","Dead",61.2
"No","Alive",37.2
"No","Alive",25.7
"No","Dead",88.8
"No","Dead",65.6
"Yes","Dead",58
"No","Alive",20.4
"Yes","Alive",44.4
"No","Alive",46.2
"No","Alive",29.7
"Yes","Alive",51.9
"Yes","Dead",43.7
"Yes","Dead",61.1
"No","Dead",78
"No","Alive",26.8
"No","Alive",63
"No","Dead",82.3
"No","Alive",32.2
"No","Dead",57.2
"No","Alive",36.7
"Yes","Dead",67.5
"No","Alive",59.2
"No","Dead",55.6
"No","Dead",86.2
"Yes","Dead",79.1
"No","Dead",75.1
"No","Alive",52
"No","Alive",55.3
"Yes","Alive",40.3
"Yes","Dead",56.9
"Yes","Alive",53.9
"No","Alive",26.5
"Yes","Alive",33
"No","Alive",19.7
"No","Alive",23.3
"Yes","Dead",75.9
"Yes","Dead",35.5
"No","Alive",31.9
"No","Alive",34.2
"No","Dead",76.2
"Yes","Alive",21.7
"Yes","Alive",50.6
"No","Alive",25.7
"No","Alive",24.2
"No","Alive",42.2
"Yes","Alive",49.2
"Yes","Alive",33.6
"Yes","Alive",49.5
"Yes","Alive",61.6
"No","Alive",23
"No","Alive",24.3
"No","Alive",23.6
"No","Alive",57.1
"Yes","Alive",32.5
"No","Dead",83.1
"Yes","Alive",21.8
"Yes","Alive",43.2
"Yes","Alive",26.6
"Yes","Alive",45.7
"Yes","Alive",18.1
"Yes","Dead",45.6
"Yes","Alive",29.7
"Yes","Dead",73.9
"No","Alive",56.4
"No","Alive",55.6
"Yes","Alive",55.1
"No","Alive",80.8
"Yes","Alive",29.7
"No","Alive",25.7
"No","Alive",52.8
"No","Dead",81.3
"Yes","Dead",80.5
"Yes","Alive",34.3
"No","Dead",59
"No","Alive",42.5
"No","Alive",76.9
"Yes","Alive",33.3
"No","Alive",20.6
"Yes","Dead",86.8
"No","Alive",33.1
"No","Dead",80.2
"Yes","Alive",30.5
"No","Alive",31.9
"No","Alive",19.8
"No","Dead",84.5
"No","Alive",56
"No","Alive",50.3
"No","Alive",56.8
"Yes","Dead",60.7
"Yes","Alive",27.6
"Yes","Alive",32.9
"No","Alive",56.2
"Yes","Dead",63.4
"No","Alive",86.9
"No","Dead",79.9
"No","Alive",41.5
"Yes","Alive",45.3
"Yes","Alive",63
"No","Dead",77.2
"No","Dead",69.4
"No","Alive",49
"No","Alive",44.7
"Yes","Alive",27.7
"Yes","Dead",62.3
"No","Dead",70.7
"No","Alive",38
"Yes","Alive",44.3
"No","Alive",32.3
"Yes","Alive",56.1
"Yes","Alive",58
"No","Dead",82.9
"Yes","Alive",44.4
"No","Alive",24.9
"Yes","Alive",63.1
"No","Alive",35.9
"Yes","Alive",31.1
"No","Alive",24
"No","Dead",88.5
"Yes","Alive",39.5
"No","Alive",35.6
"No","Dead",82.4
"No","Dead",63.8
"No","Alive",87.4
"No","Alive",37.2
"No","Dead",69.5
"No","Dead",25.3
"Yes","Alive",59.6
"Yes","Dead",35.7
"Yes","Dead",56.6
"Yes","Alive",34.5
"Yes","Alive",58.6
"Yes","Dead",78.2
"Yes","Alive",48.3
"Yes","Alive",25.4
"Yes","Alive",74.1
"Yes","Dead",88.7
"No","Alive",68.4
"No","Alive",33.4
"No","Alive",36.5
"No","Alive",25.5
"Yes","Alive",21.2
"Yes","Dead",61.8
"Yes","Alive",38
"No","Alive",35.1
"No","Alive",38
"Yes","Dead",36.2
"Yes","Dead",87.9
"No","Dead",76.1
"No","Alive",59.4
"No","Alive",18.9
"Yes","Alive",53.3
"Yes","Dead",82.6
"Yes","Alive",45.3
"No","Dead",86.3
"Yes","Dead",63.2
"No","Dead",88.1
"Yes","Alive",36.1
"No","Dead",71
"Yes","Alive",62.1
"Yes","Dead",55.3
"No","Alive",52.2
"No","Alive",25.6
"No","Alive",33
"No","Dead",75.3
"Yes","Alive",21.3
"Yes","Dead",76.9
"No","Alive",30
"No","Dead",77.5
"Yes","Dead",75.2
"No","Dead",83.9
"Yes","Alive",53
"No","Alive",62.4
"Yes","Alive",43.7
"Yes","Alive",50.9
"No","Dead",29.8
"Yes","Alive",32.8
"Yes","Alive",50.7
"Yes","Dead",66.1
"No","Alive",33.5
"Yes","Alive",27.2
"No","Dead",56.2
"Yes","Alive",38.1
"Yes","Dead",66.8
"Yes","Dead",55.2
"No","Alive",51.6
"Yes","Alive",50.9
"No","Alive",41.4
"No","Dead",65.4
"No","Dead",67.7
"No","Alive",37.8
"Yes","Alive",42.5
"No","Alive",23.9
"No","Alive",60.1
"Yes","Alive",26.6
"Yes","Alive",23.3
"No","Dead",75.6
"No","Dead",72.1
"Yes","Alive",34.8
"No","Dead",55.3
"Yes","Alive",28.2
"No","Dead",79.3
"Yes","Alive",38.5
"Yes","Alive",41
"No","Alive",60.7
"No","Alive",51.8
"Yes","Alive",25.7
"No","Dead",62.7
"No","Alive",23.7
"No","Alive",23.4
"No","Alive",56.5
"No","Alive",28.4
"No","Alive",42.8
"No","Dead",83.5
"No","Alive",36.8
"Yes","Alive",43.8
"Yes","Alive",59
"No","Alive",25.5
"No","Dead",47.2
"Yes","Alive",23.5
"No","Alive",19.4
"No","Dead",68.5
"Yes","Alive",43.4
"No","Alive",19.5
"Yes","Alive",62.2
"Yes","Alive",31.1
"No","Alive",19.2
"No","Dead",61.9
"No","Alive",27.6
"Yes","Alive",30.2
"Yes","Alive",59
"Yes","Alive",49.2
"No","Alive",40.3
"Yes","Alive",45.4
"No","Alive",29.4
"No","Alive",36.8
"No","Alive",29.6
"Yes","Dead",58.6
"No","Dead",29.3
"No","Alive",40
"Yes","Alive",21.7
"Yes","Alive",40.3
"No","Dead",81.6
"Yes","Alive",22.9
"Yes","Alive",42.7
"Yes","Alive",40.4
"No","Dead",85.7
"Yes","Alive",32.2
"Yes","Alive",19.3
"Yes","Alive",24.3
"No","Alive",55.8
"No","Alive",28.8
"No","Alive",55.1
"No","Alive",31.1
"Yes","Alive",31.8
"No","Alive",46.7
"Yes","Alive",36.3
"No","Alive",23.3
"Yes","Alive",50.7
"Yes","Alive",40.8
"Yes","Alive",36.9
"Yes","Dead",81.8
"No","Alive",55.2
"Yes","Dead",62.4
"No","Dead",78.4
"Yes","Alive",18
"No","Dead",85.7
"Yes","Alive",43
"Yes","Dead",88.3
"Yes","Alive",26.2
"Yes","Alive",52.7
"No","Dead",81.9
"No","Alive",44.4
"No","Alive",71.8
"No","Alive",35.4
"No","Dead",71.4
"No","Dead",55.9
"Yes","Dead",46.6
"No","Dead",65.6
"No","Alive",56.2
"No","Dead",57.9
"Yes","Alive",43.5
"No","Alive",22.6
"No","Alive",27.2
"No","Alive",27.2
"No","Dead",20.2
"Yes","Dead",60.2
"Yes","Alive",55.2
"No","Alive",39.6
"No","Alive",24.5
"No","Alive",36.7
"Yes","Alive",24.2
"No","Dead",73.3
"No","Alive",26.6
"No","Alive",41.7
"No","Dead",42.6
"No","Alive",18.6
"Yes","Alive",31.3
"No","Alive",51.6
"No","Alive",19
"No","Dead",72.6
"No","Alive",35.7
"No","Alive",44.1
"No","Alive",58.3
"Yes","Dead",65.6
"No","Alive",62.3
"Yes","Alive",57.4
"No","Alive",26
"No","Dead",85.7
"No","Dead",47.3
"Yes","Dead",62.1
"Yes","Dead",66.1
"Yes","Alive",18.5
"Yes","Alive",24.6
"Yes","Alive",48.3
"Yes","Alive",28.8
"No","Alive",52.2
"No","Dead",85.5
"No","Dead",58.4
"Yes","Alive",38.1
"Yes","Alive",27.7
"No","Alive",42.1
"Yes","Alive",47.9
"No","Dead",67.4
"No","Alive",29
"No","Alive",29.4
"No","Alive",21.4
"No","Alive",41.5
"No","Alive",74
"No","Alive",42
"No","Dead",68.1
"Yes","Alive",21.5
"No","Dead",58.5
"No","Alive",32.8
"Yes","Alive",37.7
"No","Alive",55.5
"No","Dead",78.7
"No","Alive",31
"Yes","Dead",51.6
"No","Dead",66.6
"No","Dead",40
"Yes","Alive",52.1
"Yes","Alive",30.4
"No","Alive",38.1
"Yes","Alive",23.1
"Yes","Dead",57.9
"Yes","Alive",25.2
"No","Dead",76.2
"No","Alive",63.4
"No","Alive",21
"Yes","Alive",45.5
"No","Alive",46.5
"No","Alive",48.1
"No","Alive",32.4
"Yes","Alive",40.1
"No","Alive",23.4
"Yes","Alive",62.1
"No","Alive",45.1
"Yes","Dead",53.6
"No","Dead",60.6
"No","Alive",83
"No","Alive",55.5
"No","Alive",41.8
"No","Dead",40.1
"Yes","Alive",24.4
"Yes","Dead",62.7
"Yes","Alive",23.7
"No","Alive",84.9
"Yes","Dead",50.2
"No","Alive",40
"Yes","Alive",27.3
"Yes","Dead",67.2
"Yes","Alive",48.4
"Yes","Alive",32.7
"No","Alive",56
"Yes","Dead",63.4
"No","Alive",22.5
"No","Alive",59.8
"Yes","Alive",22.3
"No","Alive",38
"No","Alive",62.3
"Yes","Alive",43.5
"No","Alive",47.7
"No","Alive",34.6
"Yes","Alive",37
"Yes","Alive",18.7
"Yes","Alive",35.5
"No","Dead",62.1
"Yes","Alive",42.5
"Yes","Dead",61.1
"No","Alive",45.7
"Yes","Alive",35
"Yes","Alive",30.3
"Yes","Alive",27.3
"No","Alive",43.1
"No","Alive",20.5
"Yes","Dead",59.7
"Yes","Alive",35.9
"Yes","Dead",36.9
"No","Alive",18.8
"No","Dead",66.4
"Yes","Alive",27.5
"No","Dead",67.7
"Yes","Alive",43.6
"No","Alive",62.2
"No","Dead",86
"No","Dead",85.8
"No","Alive",29.8
"Yes","Alive",28.7
"Yes","Alive",61.4
"No","Alive",73.2
"No","Alive",57.6
"No","Alive",29.5
"Yes","Dead",56.5
"Yes","Alive",19.9
"No","Alive",55.1
"Yes","Dead",58.9
"No","Alive",32.6
"No","Dead",82.5
"No","Alive",38.4
"Yes","Alive",47.3
"No","Dead",76.8
"Yes","Alive",28.8
"No","Alive",26.4
"No","Dead",67.5
"Yes","Alive",40.5
"Yes","Alive",50.8
"No","Alive",25.8
"Yes","Alive",52.1
"Yes","Alive",50.2
"No","Alive",38.5
"No","Dead",56.1
"Yes","Alive",29.8
"No","Alive",58.1
"No","Dead",87.6
"No","Dead",69.6
"Yes","Alive",33.5
"No","Dead",86
"Yes","Dead",22.6
"No","Alive",53.3
"No","Alive",21.9
"No","Alive",26
"Yes","Alive",49.4
"Yes","Alive",18
"No","Alive",44.1
"No","Dead",79.1
"Yes","Alive",38.5
"No","Alive",26.3
"Yes","Alive",49.4
"No","Alive",33.9
"No","Dead",63.2
"No","Alive",77.1
"No","Dead",63.8
"Yes","Alive",37.1
"Yes","Alive",29.6
"Yes","Alive",22.2
"No","Dead",83.4
"No","Dead",61.8
"No","Alive",32.7
"No","Alive",32.8
"No","Alive",24.7
"No","Alive",60.6
"Yes","Alive",38.2
"No","Dead",43.7
"Yes","Alive",29.9
"No","Alive",50.8
"No","Alive",19.5
"No","Alive",55.4
"Yes","Alive",55.1
"No","Dead",41.9
"Yes","Alive",30.7
"No","Alive",27.9
"No","Alive",26
"No","Dead",77.8
"No","Alive",48.3
"Yes","Dead",42.4
"No","Alive",20.5
"No","Dead",77.5
"No","Alive",58.5
"No","Alive",44.7
"No","Alive",28.5
"Yes","Alive",21
"No","Alive",50.5
"Yes","Alive",71.5
"No","Alive",37.8
"No","Alive",23.1
"Yes","Dead",44.9
"Yes","Alive",55.6
"Yes","Alive",20.2
"No","Alive",48.1
"Yes","Alive",42.8
"Yes","Alive",44.5
"No","Dead",85.8
"No","Alive",44.7
"No","Alive",87.6
"No","Alive",27
"No","Alive",52
"Yes","Alive",58.7
"No","Alive",34.3
"Yes","Alive",19.9
"No","Alive",19.7
"Yes","Alive",33.8
"No","Alive",53
"Yes","Alive",20.7
"Yes","Alive",59.4
"Yes","Alive",44.4
"Yes","Alive",20.4
"No","Dead",69
"Yes","Alive",60.5
"No","Alive",44
"Yes","Alive",33.1
"No","Alive",42.2
"No","Alive",50.5
"No","Alive",30.5
"Yes","Alive",26.6
"Yes","Alive",21
"Yes","Alive",36.6
"Yes","Alive",28.9
"No","Alive",47.8
"No","Dead",73.3
"No","Alive",49.6
"No","Alive",44.8
"Yes","Alive",38.6
"No","Dead",79.9
"Yes","Dead",84.4
"No","Dead",39.1
"Yes","Alive",47.4
"No","Alive",57.8
"No","Alive",41.5
"No","Alive",20.3
"Yes","Alive",38.1
"Yes","Alive",44.6
"Yes","Alive",39.3
"Yes","Alive",18.1
"No","Alive",51.5
"No","Alive",23.1
"No","Alive",22.7
"Yes","Alive",36.8
"No","Alive",57.4
"Yes","Alive",57.1
"No","Alive",19.2
"No","Dead",84.8
"No","Alive",26.9
"No","Dead",88.4
"No","Dead",77.4
"No","Dead",41.3
"No","Alive",53.4
"Yes","Alive",58.9
"Yes","Dead",38.8
"No","Dead",82.2
"No","Alive",46.9
"Yes","Alive",24.6
"Yes","Alive",30.4
"No","Alive",42.4
"No","Dead",64
"No","Alive",33.3
"Yes","Alive",60.2
"Yes","Alive",25
"Yes","Dead",37.1
"Yes","Alive",47.7
"No","Dead",66.5
"Yes","Dead",43.3
"No","Alive",19.1
"No","Alive",52.4
"No","Alive",33.9
"No","Alive",40
"No","Alive",29.9
"Yes","Alive",58.4
"Yes","Alive",48.7
"Yes","Alive",52.3
"No","Dead",59.9
"No","Alive",63.5
"Yes","Alive",48.3
"Yes","Alive",51.1
"Yes","Dead",34.5
"Yes","Alive",37.5
"Yes","Alive",73.8
"Yes","Alive",24.6
"No","Dead",65.3
"No","Alive",34.2
"No","Alive",71.8
"No","Dead",47.5
"No","Alive",31.3
"Yes","Dead",28.3
"Yes","Dead",61.9
"Yes","Dead",74.8
"Yes","Alive",51
"Yes","Dead",42.5
"Yes","Alive",38.1
"No","Alive",47.4
"No","Alive",32.1
"No","Dead",86.2
"Yes","Alive",55.7
"Yes","Alive",43.6
"Yes","Dead",58.2
"No","Alive",25.1
"No","Dead",75
"No","Alive",23.2
"No","Alive",20.6
"No","Dead",66.4
"Yes","Alive",44
"Yes","Alive",19.4
"Yes","Dead",61
"Yes","Alive",29.5
"No","Alive",22.5
"No","Alive",60
"Yes","Alive",84.7
"No","Dead",85.1
"Yes","Dead",82
"Yes","Alive",33.4
"No","Alive",21.3
"No","Dead",65.2
"Yes","Dead",83.6
"Yes","Alive",52.4
"Yes","Alive",38.9
"No","Alive",32.9
"Yes","Alive",53.6
"No","Alive",35.7
"Yes","Alive",19.8
"No","Dead",65.7
"No","Alive",40.6
"Yes","Alive",25.7
"Yes","Dead",44.3
"No","Alive",68.4
"No","Alive",33.7
"No","Alive",26.5
"Yes","Alive",43.6
"Yes","Dead",32.6
"No","Alive",21
"No","Alive",25.2
"No","Dead",81.4
"No","Dead",50.2
"No","Alive",85
"No","Alive",45.9
"Yes","Dead",56.5
"No","Alive",33.4
"Yes","Alive",61.1
"No","Alive",35.1
"No","Alive",22.7
"Yes","Alive",40.4
"No","Alive",48.6
"No","Dead",82.9
"No","Dead",78.1
"No","Alive",36.9
"Yes","Alive",61.8
"Yes","Alive",29.5
"No","Alive",38.9
"No","Dead",71.3
"No","Alive",36.5
"No","Dead",81.8
"No","Alive",21.7
"Yes","Dead",78.3
"Yes","Alive",30.5
"No","Alive",61.5
"Yes","Alive",33.1
"No","Alive",32.2
"No","Alive",48.5
"No","Alive",20.3
"No","Alive",62.6
"No","Alive",28.5
"Yes","Alive",52.4
"Yes","Dead",55.7
"No","Alive",53.8
"No","Alive",20.7
"Yes","Alive",33.4
"No","Alive",43.8
"Yes","Alive",53.1
"Yes","Alive",51.5
"No","Alive",31.8
"No","Dead",73.2
"Yes","Alive",41.1
"No","Dead",82
"Yes","Alive",27
"Yes","Alive",44.3
"Yes","Dead",42.9
"Yes","Dead",56.1
"No","Dead",60.2
"Yes","Alive",55.8
"Yes","Alive",29.1
"No","Alive",49.4
"Yes","Dead",44.9
"No","Dead",80.9
"No","Alive",25.8
"No","Alive",31.5
"No","Dead",82.6
"No","Alive",27.3
"No","Alive",18.8
"No","Alive",33.2
"No","Alive",29.7
"Yes","Dead",52.6
"No","Dead",81.1
"Yes","Dead",88.6
"No","Alive",35
"No","Dead",75.2
"Yes","Alive",37.3
"Yes","Alive",52.1
"No","Dead",84.7
"No","Dead",85
"No","Alive",27
"No","Dead",85
"No","Alive",20.2
"No","Alive",46.3
"Yes","Alive",60
"No","Dead",63.5
"Yes","Dead",84.3
"No","Alive",66.4
"Yes","Alive",30.2
"Yes","Alive",23.1
"No","Alive",61.5
"No","Alive",40.7
"Yes","Alive",27.1
"Yes","Alive",36.7
"No","Alive",58.2
"Yes","Alive",29.7
"No","Alive",48.9
"No","Alive",52.9
"No","Alive",41.7
"No","Alive",23
"No","Alive",18.3
"No","Dead",89.9
"No","Alive",60.6
"No","Alive",30.1
"Yes","Alive",41.9
"Yes","Alive",47
"No","Alive",23.8
"Yes","Dead",31.3
"Yes","Dead",63.3
"No","Alive",52.4
"No","Alive",65
"No","Dead",74.8
"No","Alive",32.9
"Yes","Dead",49.6
"No","Alive",59.9
"No","Alive",30.8
"No","Alive",30.1
"No","Alive",52
"Yes","Alive",57.2
"No","Dead",89.5
"Yes","Alive",32.5
"No","Alive",19.1
"Yes","Alive",44
"Yes","Dead",39.2
"No","Alive",22.9
"Yes","Alive",18
"No","Alive",20.1
"Yes","Alive",28
"No","Alive",53
"Yes","Alive",46.7
"No","Alive",44.6
"No","Alive",18.7
"No","Dead",71.1
"Yes","Alive",42.3
"No","Alive",64
"Yes","Dead",71
"Yes","Alive",26.6
"Yes","Alive",50.8
"No","Alive",25.5
"Yes","Alive",24
"No","Alive",48.1
"Yes","Alive",50.6
"Yes","Alive",21.5
"No","Alive",61.2
"No","Dead",75.9
"No","Dead",88
"No","Dead",66.8
"No","Alive",50.8
"No","Alive",34.9
"No","Dead",83.8
"No","Alive",25
"Yes","Dead",41.7
"No","Alive",42.3
"No","Alive",62.4
"Yes","Alive",38.1
"Yes","Alive",23.3
"Yes","Alive",25.6
"No","Dead",51.1
"Yes","Alive",21.2
"No","Dead",56.9
"No","Alive",35
"Yes","Dead",45
"Yes","Alive",25.2
"Yes","Alive",43.7
"No","Dead",86.7
"No","Alive",20.2
"No","Dead",71.6
"No","Dead",78.3
"No","Alive",23.1
"No","Dead",84.8
"Yes","Alive",58.1
"Yes","Alive",53.9
"No","Alive",53.3
"No","Alive",30.9
"Yes","Alive",60.6
"Yes","Dead",85.2
"No","Alive",57.5
"No","Alive",46.5
"No","Dead",73.8
"No","Alive",62.6
"No","Alive",43.5
"No","Alive",52.5
"Yes","Alive",34.1
"No","Alive",38.7
"No","Alive",22.6
"No","Alive",20
"No","Alive",59.9
"No","Dead",83.3
"Yes","Alive",52.2
"No","Dead",76.2
"Yes","Alive",28
"Yes","Alive",56.6
"No","Dead",67.8
"No","Alive",21.2
"No","Alive",27.9
"Yes","Alive",29.8
"Yes","Alive",28.1
"Yes","Alive",53.2
"No","Alive",23.2
"No","Alive",39.5
"Yes","Alive",31.4
"Yes","Alive",30
"Yes","Alive",37.8
"Yes","Alive",46.9
"Yes","Alive",43.8
"Yes","Alive",63.1
"No","Alive",21.4
"No","Dead",62.5
"No","Alive",45.5
"Yes","Alive",27.9
"Yes","Alive",29.5
"Yes","Alive",61
"Yes","Alive",27
"Yes","Alive",61.5
"Yes","Dead",56.2
"Yes","Dead",87.9
"Yes","Alive",28.3
"No","Dead",75.1
"No","Dead",87.9
"Yes","Alive",31
"Yes","Alive",55.3
"No","Alive",40.8
"Yes","Alive",46.2
"No","Alive",52.3
"Yes","Alive",51.9
"No","Alive",28.3
"Yes","Alive",44.4
"Yes","Dead",63.3
"Yes","Alive",41
"Yes","Alive",50.2
"No","Alive",55.4
"No","Dead",43.3
"No","Alive",60.1
"Yes","Alive",29.7
"No","Dead",79
"No","Dead",65.1
"Yes","Alive",40.1
"No","Alive",46
"No","Alive",40.2
"No","Dead",89.2
"No","Alive",26
"No","Alive",43.4
"No","Alive",48.8
"No","Alive",19.8
"Yes","Alive",27.8
"Yes","Alive",52.4
"Yes","Alive",27.8
"Yes","Alive",41
"No","Dead",28.5
"No","Alive",26.7
"No","Alive",36
"No","Dead",74.4
"Yes","Alive",40.8
"Yes","Alive",20.4
"No","Dead",42.1
"No","Alive",41.2
"Yes","Alive",20.9
"Yes","Alive",45.5
"No","Alive",26.7
"No","Alive",41.8
"No","Alive",33.7
"No","Alive",56.5
"Yes","Alive",38.8
"Yes","Alive",55.5
"Yes","Alive",24.9
"No","Alive",33
"Yes","Alive",55.7
"No","Alive",25.7
"No","Alive",19.5
"Yes","Alive",58.5
"No","Alive",23.4
"Yes","Alive",43.7
"No","Alive",34.4
"No","Dead",83.9
"No","Alive",34.9
"Yes","Alive",51.2
"No","Dead",86.3
"Yes","Dead",36
"Yes","Alive",48.3
"No","Alive",63.1
"No","Alive",60.8
"Yes","Dead",39.3
"No","Alive",36.7
"No","Alive",63.8
"No","Dead",71.3
"No","Alive",57.7
"No","Alive",63.2
"No","Alive",46.6
"Yes","Dead",82.4
"Yes","Alive",38.3
"Yes","Alive",32.7
"No","Alive",39.7
"Yes","Dead",60
"No","Dead",71
"No","Alive",20.5
"No","Alive",44.4
"Yes","Alive",31.2
"Yes","Alive",47.8
"Yes","Alive",60.9
"No","Dead",61.4
"Yes","Alive",43
"No","Alive",42.1
"Yes","Alive",35.9
"No","Alive",22.3
"Yes","Dead",62.1
"No","Dead",88.6
"No","Alive",39.1
module3/exo3/exercice.ipynb
View file @ 4e09931a
{
"cells": [],
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Autour du Paradoxe de Simpson"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline\n",
"import matplotlib.pyplot as plt\n",
"import pandas as pd"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Obtention et pré-traitement des données\n",
"\n",
"Les données sont présentes sur le Gitlab du MOOC. Par sécurité elles sont téléchargées localement. Il n'est néanmoins pas nécessaire (et contre-productif) de re-télécharger le fichier à chaque exécution, le téléchargement n'a lieux que si le fichier de données n'est pas présent sur la machine.\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"data_url=\"https://gitlab.inria.fr/learninglab/mooc-rr/mooc-rr-ressources/-/raw/master/module3/Practical_session/Subject6_smoking.csv?inline=false\"\n",
"data_file=\"Subject6_smoking.csv.csv\"\n",
"import os\n",
"import urllib.request\n",
"if not os.path.exists(data_file):\n",
" urllib.request.urlretrieve(data_url, data_file)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"On affiche un aperçu des données :"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Yes</th>\n",
" <th>Alive</th>\n",
" <th>21</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>Yes</td>\n",
" <td>Alive</td>\n",
" <td>19.3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>No</td>\n",
" <td>Dead</td>\n",
" <td>57.5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>47.1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>Yes</td>\n",
" <td>Alive</td>\n",
" <td>81.4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>36.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>23.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>Yes</td>\n",
" <td>Dead</td>\n",
" <td>57.5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>Yes</td>\n",
" <td>Alive</td>\n",
" <td>24.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>Yes</td>\n",
" <td>Alive</td>\n",
" <td>49.5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>Yes</td>\n",
" <td>Alive</td>\n",
" <td>30.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>10</th>\n",
" <td>No</td>\n",
" <td>Dead</td>\n",
" <td>66.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>11</th>\n",
" <td>Yes</td>\n",
" <td>Alive</td>\n",
" <td>49.2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>12</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>58.4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>13</th>\n",
" <td>No</td>\n",
" <td>Dead</td>\n",
" <td>60.6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>14</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>25.1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>15</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>43.5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>27.1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>58.3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>Yes</td>\n",
" <td>Alive</td>\n",
" <td>65.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>No</td>\n",
" <td>Dead</td>\n",
" <td>73.2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>Yes</td>\n",
" <td>Alive</td>\n",
" <td>38.3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>33.4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>Yes</td>\n",
" <td>Dead</td>\n",
" <td>62.3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>18.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>56.2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>Yes</td>\n",
" <td>Alive</td>\n",
" <td>59.2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>25.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>No</td>\n",
" <td>Dead</td>\n",
" <td>36.9</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>20.2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>Yes</td>\n",
" <td>Alive</td>\n",
" <td>34.6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1283</th>\n",
" <td>Yes</td>\n",
" <td>Dead</td>\n",
" <td>36.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1284</th>\n",
" <td>Yes</td>\n",
" <td>Alive</td>\n",
" <td>48.3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1285</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>63.1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1286</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>60.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1287</th>\n",
" <td>Yes</td>\n",
" <td>Dead</td>\n",
" <td>39.3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1288</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>36.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1289</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>63.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1290</th>\n",
" <td>No</td>\n",
" <td>Dead</td>\n",
" <td>71.3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1291</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>57.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1292</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>63.2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1293</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>46.6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1294</th>\n",
" <td>Yes</td>\n",
" <td>Dead</td>\n",
" <td>82.4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1295</th>\n",
" <td>Yes</td>\n",
" <td>Alive</td>\n",
" <td>38.3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1296</th>\n",
" <td>Yes</td>\n",
" <td>Alive</td>\n",
" <td>32.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1297</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>39.7</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1298</th>\n",
" <td>Yes</td>\n",
" <td>Dead</td>\n",
" <td>60.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1299</th>\n",
" <td>No</td>\n",
" <td>Dead</td>\n",
" <td>71.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1300</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>20.5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1301</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>44.4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1302</th>\n",
" <td>Yes</td>\n",
" <td>Alive</td>\n",
" <td>31.2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1303</th>\n",
" <td>Yes</td>\n",
" <td>Alive</td>\n",
" <td>47.8</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1304</th>\n",
" <td>Yes</td>\n",
" <td>Alive</td>\n",
" <td>60.9</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1305</th>\n",
" <td>No</td>\n",
" <td>Dead</td>\n",
" <td>61.4</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1306</th>\n",
" <td>Yes</td>\n",
" <td>Alive</td>\n",
" <td>43.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1307</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>42.1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1308</th>\n",
" <td>Yes</td>\n",
" <td>Alive</td>\n",
" <td>35.9</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1309</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>22.3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1310</th>\n",
" <td>Yes</td>\n",
" <td>Dead</td>\n",
" <td>62.1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1311</th>\n",
" <td>No</td>\n",
" <td>Dead</td>\n",
" <td>88.6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1312</th>\n",
" <td>No</td>\n",
" <td>Alive</td>\n",
" <td>39.1</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>1313 rows × 3 columns</p>\n",
"</div>"
],
"text/plain": [
" Yes Alive 21\n",
"0 Yes Alive 19.3\n",
"1 No Dead 57.5\n",
"2 No Alive 47.1\n",
"3 Yes Alive 81.4\n",
"4 No Alive 36.8\n",
"5 No Alive 23.8\n",
"6 Yes Dead 57.5\n",
"7 Yes Alive 24.8\n",
"8 Yes Alive 49.5\n",
"9 Yes Alive 30.0\n",
"10 No Dead 66.0\n",
"11 Yes Alive 49.2\n",
"12 No Alive 58.4\n",
"13 No Dead 60.6\n",
"14 No Alive 25.1\n",
"15 No Alive 43.5\n",
"16 No Alive 27.1\n",
"17 No Alive 58.3\n",
"18 Yes Alive 65.7\n",
"19 No Dead 73.2\n",
"20 Yes Alive 38.3\n",
"21 No Alive 33.4\n",
"22 Yes Dead 62.3\n",
"23 No Alive 18.0\n",
"24 No Alive 56.2\n",
"25 Yes Alive 59.2\n",
"26 No Alive 25.8\n",
"27 No Dead 36.9\n",
"28 No Alive 20.2\n",
"29 Yes Alive 34.6\n",
"... ... ... ...\n",
"1283 Yes Dead 36.0\n",
"1284 Yes Alive 48.3\n",
"1285 No Alive 63.1\n",
"1286 No Alive 60.8\n",
"1287 Yes Dead 39.3\n",
"1288 No Alive 36.7\n",
"1289 No Alive 63.8\n",
"1290 No Dead 71.3\n",
"1291 No Alive 57.7\n",
"1292 No Alive 63.2\n",
"1293 No Alive 46.6\n",
"1294 Yes Dead 82.4\n",
"1295 Yes Alive 38.3\n",
"1296 Yes Alive 32.7\n",
"1297 No Alive 39.7\n",
"1298 Yes Dead 60.0\n",
"1299 No Dead 71.0\n",
"1300 No Alive 20.5\n",
"1301 No Alive 44.4\n",
"1302 Yes Alive 31.2\n",
"1303 Yes Alive 47.8\n",
"1304 Yes Alive 60.9\n",
"1305 No Dead 61.4\n",
"1306 Yes Alive 43.0\n",
"1307 No Alive 42.1\n",
"1308 Yes Alive 35.9\n",
"1309 No Alive 22.3\n",
"1310 Yes Dead 62.1\n",
"1311 No Dead 88.6\n",
"1312 No Alive 39.1\n",
"\n",
"[1313 rows x 3 columns]"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"raw_data = pd.read_csv(data_file,skiprows=1)\n",
"raw_data"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
......@@ -16,10 +546,9 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.3"
"version": "3.6.4"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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