Exploratory Data Analysis

Feature : target

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 : 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 : valeur

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 : 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