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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