Exploratory Data Analysis

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Feature : target

• Feature type : continous
• Missing : 0.0%
• Unique : 360
• Count :698.0
• Mean :19.8445558739255
• Std :18.62218267763162
• Min :-0.3
• 25%th Percentile : 8.9
• 50%th Percentile : 17.9
• 75%th Percentile : 26.75
• Max :239.7

Feature : nom_com

• Feature type : discrete
• Missing : 0.0%
• Unique : 3
• Count :698.0
• Mean :1.186246418338109
• Std :0.5564129397883472
• Min :0.0
• 25%th Percentile : 1.0
• 50%th Percentile : 1.0
• 75%th Percentile : 2.0
• Max :2.0

Feature : insee_com

• Feature type : discrete
• Missing : 0.0%
• Unique : 3
• Count :698.0
• Mean :1.186246418338109
• Std :0.5564129397883472
• Min :0.0
• 25%th Percentile : 1.0
• 50%th Percentile : 1.0
• 75%th Percentile : 2.0
• Max :2.0

Feature : nom_station

• Feature type : discrete
• Missing : 0.0%
• Unique : 4
• Count :698.0
• Mean :1.310888252148997
• Std :1.158548323139669
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 1.0
• 75%th Percentile : 3.0
• Max :3.0

Feature : code_station

• Feature type : discrete
• Missing : 0.0%
• Unique : 4
• Count :698.0
• Mean :1.497134670487106
• Std :1.250821405492228
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 1.0
• 75%th Percentile : 3.0
• Max :3.0

Feature : typologie

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :698.0
• Mean :0.9212034383954155
• Std :0.2696141807715164
• Min :0.0
• 25%th Percentile : 1.0
• 50%th Percentile : 1.0
• 75%th Percentile : 1.0
• Max :1.0

Feature : influence

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :698.0
• Mean :0.2979942693409742
• Std :0.4577049477473053
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 1.0
• Max :1.0

Feature : nom_poll

• Feature type : discrete
• Missing : 0.0%
• Unique : 5
• Count :698.0
• Mean :1.5530085959885387
• Std :1.3047417561116113
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 1.0
• 75%th Percentile : 3.0
• Max :4.0

Feature : id_poll_ue

• Feature type : discrete
• Missing : 0.0%
• Unique : 5
• Count :698.0
• Mean :1.8911174785100286
• Std :1.2457819381986492
• Min :0.0
• 25%th Percentile : 1.0
• 50%th Percentile : 2.0
• 75%th Percentile : 3.0
• Max :4.0

Feature : lat

• Feature type : continous
• Missing : 0.0%
• Unique : 4
• Count :698.0
• Mean :47.88907448710602
• Std :0.04048902443172184
• Min :47.837765
• 25%th Percentile : 47.837765
• 50%th Percentile : 47.907074
• 75%th Percentile : 47.917394
• Max :47.958972

Feature : long

• Feature type : continous
• Missing : 0.0%
• Unique : 4
• Count :698.0
• Mean :1.9425061848137537
• Std :0.03184233893328159
• Min :1.901139
• 25%th Percentile : 1.901139
• 50%th Percentile : 1.944658
• 75%th Percentile : 1.966255
• Max :2.009286

Feature : jour_semaine_debut

• Feature type : discrete
• Missing : 0.0%
• Unique : 5
• Count :698.0
• Mean :4.240687679083095
• Std :1.0575712341153092
• Min :2.0
• 25%th Percentile : 3.0
• 50%th Percentile : 4.0
• 75%th Percentile : 5.0
• Max :6.0

Feature : jour_semaine_fin

• Feature type : discrete
• Missing : 0.0%
• Unique : 5
• Count :698.0
• Mean :4.240687679083095
• Std :1.0575712341153092
• Min :2.0
• 25%th Percentile : 3.0
• 50%th Percentile : 4.0
• 75%th Percentile : 5.0
• Max :6.0

Feature : jour_debut

• Feature type : discrete
• Missing : 0.0%
• Unique : 5
• Count :698.0
• Mean :8.240687679083095
• Std :1.0575712341153092
• Min :6.0
• 25%th Percentile : 7.0
• 50%th Percentile : 8.0
• 75%th Percentile : 9.0
• Max :10.0

Feature : jour_fin

• Feature type : discrete
• Missing : 0.0%
• Unique : 5
• Count :698.0
• Mean :8.240687679083095
• Std :1.0575712341153092
• Min :6.0
• 25%th Percentile : 7.0
• 50%th Percentile : 8.0
• 75%th Percentile : 9.0
• Max :10.0

Feature : heure_debut

• Feature type : discrete
• Missing : 0.0%
• Unique : 24
• Count :698.0
• Mean :10.892550143266476
• Std :7.102138750832458
• Min :0.0
• 25%th Percentile : 5.0
• 50%th Percentile : 10.0
• 75%th Percentile : 17.0
• Max :23.0

Feature : heure_fin

• Feature type : discrete
• Missing : 0.0%
• Unique : 24
• Count :698.0
• Mean :10.892550143266476
• Std :7.102138750832458
• Min :0.0
• 25%th Percentile : 5.0
• 50%th Percentile : 10.0
• 75%th Percentile : 17.0
• Max :23.0

Feature : minute_debut

• Feature type : discrete
• Missing : 0.0%
• Unique : 1
• Count :698.0
• Mean :0.0
• Std :0.0
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :0.0

Feature : minute_fin

• Feature type : discrete
• Missing : 0.0%
• Unique : 1
• Count :698.0
• Mean :59.0
• Std :0.0
• Min :59.0
• 25%th Percentile : 59.0
• 50%th Percentile : 59.0
• 75%th Percentile : 59.0
• Max :59.0

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