Exploratory Data Analysis

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Feature : target

• Feature type : continous
• Missing : 0.0%
• Unique : 261
• Count :33608.0
• Mean :199.0420138062366
• Std :39.04384963194276
• Min :27.0
• 25%th Percentile : 187.0
• 50%th Percentile : 203.0
• 75%th Percentile : 221.0
• Max :572.0

Feature : Marque

• Feature type : categorical
• Missing : 0.0%
• Unique : 49
• Count :33608
• Unique :49
• Top :MERCEDES-BENZ
• Freq :28873

Feature : Modèle dossier

• Feature type : categorical
• Missing : 0.0%
• Unique : 430
• Count :33608
• Unique :430
• Top :VIANO
• Freq :10524

Feature : Modèle UTAC

• Feature type : categorical
• Missing : 0.0%
• Unique : 409
• Count :33608
• Unique :409
• Top :VIANO
• Freq :10524

Feature : Désignation commerciale

• Feature type : categorical
• Missing : 0.0%
• Unique : 2943
• Count :33608
• Unique :2943
• Top :VIANO 2.2 CDI
• Freq :4391

Feature : CNIT

• Feature type : text
• Missing : 0.0%
• Unique : 33131
• Count :33608
• Unique :33131
• Top :M10FATVP001P595
• Freq :15

Feature : Type Variante Version (TVV)

• Feature type : text
• Missing : 0.0%
• Unique : 23562
• Count :33608
• Unique :23562
• Top :263AXG1B05
• Freq :25

Feature : Carburant

• Feature type : categorical
• Missing : 0.0%
• Unique : 11
• Count :33608
• Unique :11
• Top :GO
• Freq :28358

Feature : Hybride

• Feature type : categorical
• Missing : 0.0%
• Unique : 2
• Count :33608
• Unique :2
• Top :non
• Freq :33410

Feature : Puissance administrative

• Feature type : discrete
• Missing : 0.0%
• Unique : 60
• Count :33608.0
• Mean :11.030320161866221
• Std :5.537156640514163
• Min :3.0
• 25%th Percentile : 9.0
• 50%th Percentile : 10.0
• 75%th Percentile : 11.0
• Max :81.0

Feature : Puissance maximale (kW)

• Feature type : continous
• Missing : 0.0%
• Unique : 215
• Count :33608.0
• Mean :124.89434658414663
• Std :48.972027259031705
• Min :40.0
• 25%th Percentile : 100.0
• 50%th Percentile : 120.0
• 75%th Percentile : 125.0
• Max :559.3

Feature : Boîte de vitesse

• Feature type : categorical
• Missing : 0.0%
• Unique : 13
• Count :33608
• Unique :13
• Top :M 6
• Freq :14479

Feature : Consommation urbaine (l/100km)

• Feature type : continous
• Missing : 0.008926446084265651%
• Unique : 199
• Count :33605.0
• Mean :9.712627585180778
• Std :2.3648938306287812
• Min :3.1
• 25%th Percentile : 8.8
• 50%th Percentile : 9.8
• 75%th Percentile : 10.7
• Max :41.1

Feature : Consommation extra-urbaine (l/100km)

• Feature type : continous
• Missing : 0.008926446084265651%
• Unique : 91
• Count :33605.0
• Mean :6.571178396072012
• Std :1.198034305081748
• Min :2.8
• 25%th Percentile : 6.3
• 50%th Percentile : 6.7
• 75%th Percentile : 7.1
• Max :14.9

Feature : Consommation mixte (l/100km)

• Feature type : continous
• Missing : 0.0%
• Unique : 132
• Count :33608.0
• Mean :7.720719769102595
• Std :1.59816184813969
• Min :1.2
• 25%th Percentile : 7.2
• 50%th Percentile : 7.7
• 75%th Percentile : 8.4
• Max :24.5

Feature : CO type I (g/km)

• Feature type : continous
• Missing : 0.5831944775053559%
• Unique : 576
• Count :33412.0
• Mean :0.15366539865916437
• Std :0.13920065635356219
• Min :0.005
• 25%th Percentile : 0.046
• 50%th Percentile : 0.09300000000000001
• 75%th Percentile : 0.223
• Max :0.968

Feature : HC (g/km)

• Feature type : continous
• Missing : 76.75255891454415%
• Unique : 71
• Count :7813.0
• Mean :0.030275873544093175
• Std :0.018388554393659225
• Min :0.008
• 25%th Percentile : 0.008
• 50%th Percentile : 0.031
• 75%th Percentile : 0.044000000000000004
• Max :0.14300000000000002

Feature : NOX (g/km)

• Feature type : continous
• Missing : 0.5831944775053559%
• Unique : 215
• Count :33412.0
• Mean :0.31366597330300494
• Std :0.4656989212719559
• Min :0.001
• 25%th Percentile : 0.158
• 50%th Percentile : 0.19699999999999998
• 75%th Percentile : 0.228
• Max :1.8459999999999999

Feature : HC+NOX (g/km)

• Feature type : continous
• Missing : 23.72946917400619%
• Unique : 178
• Count :25633.0
• Mean :0.22474843365973549
• Std :0.041898658548405535
• Min :0.046
• 25%th Percentile : 0.201
• 50%th Percentile : 0.22
• 75%th Percentile : 0.248
• Max :0.306

Feature : Particules (g/km)

• Feature type : continous
• Missing : 7.031064032373244%
• Unique : 16
• Count :31245.0
• Mean :0.000968511761881901
• Std :0.006588602532973322
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.001
• 75%th Percentile : 0.001
• Max :0.61

Feature : masse vide euro min (kg)

• Feature type : discrete
• Missing : 0.0%
• Unique : 803
• Count :33608.0
• Mean :2072.6989109735778
• Std :341.32466279861217
• Min :825.0
• 25%th Percentile : 1976.0
• 50%th Percentile : 2076.0
• 75%th Percentile : 2265.0
• Max :3115.0

Feature : masse vide euro max (kg)

• Feature type : discrete
• Missing : 0.0%
• Unique : 876
• Count :33608.0
• Mean :2171.5720959295404
• Std :409.1406478546089
• Min :825.0
• 25%th Percentile : 2070.0
• 50%th Percentile : 2185.0
• 75%th Percentile : 2355.0
• Max :3115.0

Feature : Champ V9

• Feature type : categorical
• Missing : 0.42846941204475125%
• Unique : 13
• Count :33464
• Unique :13
• Top :715/2007*692/2008EURO5
• Freq :19808

Feature : Carrosserie

• Feature type : categorical
• Missing : 0.0%
• Unique : 10
• Count :33608
• Unique :10
• Top :MINIBUS
• Freq :24615

Feature : gamme

• Feature type : categorical
• Missing : 0.0%
• Unique : 7
• Count :33608
• Unique :7
• Top :MOY-INFER
• Freq :15384

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