Exploratory Data Analysis

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Feature : target

• Feature type : discrete
• Missing : 0.0%
• Unique : 193
• Count :3927.0
• Mean :75.81945505474917
• Std :62.6276526107421
• Min :0.0
• 25%th Percentile : 40.0
• 50%th Percentile : 60.0
• 75%th Percentile : 90.0
• Max :900.0

Feature : Titre

• Feature type : text
• Missing : 0.0%
• Unique : 3765
• Count :3927
• Unique :3765
• Top :Appartement au coeur de Bordeaux
• Freq :10

Feature : Latitude

• Feature type : continous
• Missing : 0.0%
• Unique : 3927
• Count :3927.0
• Mean :44.84080594967102
• Std :0.012070445717321127
• Min :44.8112449636
• 25%th Percentile : 44.832558734450004
• 50%th Percentile : 44.8393058626
• 75%th Percentile : 44.8487307166
• Max :44.885275470100005

Feature : Longitude

• Feature type : continous
• Missing : 0.0%
• Unique : 3927
• Count :3927.0
• Mean :-0.575628491570079
• Std :0.013918186978845094
• Min :-0.6368829356
• 25%th Percentile : -0.5809139186500001
• 50%th Percentile : -0.5734955327000001
• 75%th Percentile : -0.5684178578
• Max :-0.5382718796

Feature : Capacite_accueil

• Feature type : discrete
• Missing : 0.0%
• Unique : 15
• Count :3927.0
• Mean :3.3142347848230203
• Std :1.6823856169494218
• Min :1.0
• 25%th Percentile : 2.0
• 50%th Percentile : 3.0
• 75%th Percentile : 4.0
• Max :16.0

Feature : NombreSdB

• Feature type : discrete
• Missing : 0.0%
• Unique : 12
• Count :3927.0
• Mean :1.687293099057805
• Std :3.031503627730334
• Min :0.0
• 25%th Percentile : 1.0
• 50%th Percentile : 1.0
• 75%th Percentile : 1.0
• Max :35.0

Feature : NbChambres

• Feature type : discrete
• Missing : 0.0%
• Unique : 8
• Count :3927.0
• Mean :1.2915711739241151
• Std :0.8958998421797776
• Min :0.0
• 25%th Percentile : 1.0
• 50%th Percentile : 1.0
• 75%th Percentile : 2.0
• Max :10.0

Feature : NbLits

• Feature type : discrete
• Missing : 0.0%
• Unique : 9
• Count :3927.0
• Mean :0.5938375350140056
• Std :1.0097803522261972
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 1.0
• Max :9.0

Feature : Type_logement

• Feature type : categorical
• Missing : 0.0%
• Unique : 3
• Count :3927
• Unique :3
• Top :Logement entier
• Freq :2999

Feature : type_propriete

• Feature type : categorical
• Missing : 0.0%
• Unique : 13
• Count :3927
• Unique :13
• Top :Appartement
• Freq :3109

Feature : type_lit

• Feature type : categorical
• Missing : 54.59638400814871%
• Unique : 3
• Count :1783
• Unique :3
• Top :Vrai lit
• Freq :1590

Feature : Cuisine

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.9307359307359307
• Std :0.25393498851135726
• Min :0.0
• 25%th Percentile : 1.0
• 50%th Percentile : 1.0
• 75%th Percentile : 1.0
• Max :1.0

Feature : Internet

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.5709192768016298
• Std :0.49500793239674146
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 1.0
• 75%th Percentile : 1.0
• Max :1.0

Feature : television

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.7226890756302521
• Std :0.4477282907678305
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 1.0
• 75%th Percentile : 1.0
• Max :1.0

Feature : produits_base

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.8500127323656735
• Std :0.357104411501812
• Min :0.0
• 25%th Percentile : 1.0
• 50%th Percentile : 1.0
• 75%th Percentile : 1.0
• Max :1.0

Feature : Chauffage

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.9251336898395722
• Std :0.2632090185982046
• Min :0.0
• 25%th Percentile : 1.0
• 50%th Percentile : 1.0
• 75%th Percentile : 1.0
• Max :1.0

Feature : Climatisation

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.08479755538579067
• Std :0.27861568049256513
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : machine_laver

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.7109752992105933
• Std :0.4533671401645178
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 1.0
• 75%th Percentile : 1.0
• Max :1.0

Feature : seche_linge

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.22103386809269163
• Std :0.4149960880001292
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : parking_sur-place

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.23427552839317545
• Std :0.4235991007250468
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : wifi

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.8971224853577795
• Std :0.3038375223049372
• Min :0.0
• 25%th Percentile : 1.0
• 50%th Percentile : 1.0
• 75%th Percentile : 1.0
• Max :1.0

Feature : television_cable

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.2019353195823784
• Std :0.40149532382238456
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : petit_dejeuner

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.18843901196842372
• Std :0.39111213712470927
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : animaux_acceptes

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.1252864782276547
• Std :0.3310856240481432
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : pourEnfants_famille

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.5938375350140056
• Std :0.4911781267550322
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 1.0
• 75%th Percentile : 1.0
• Max :1.0

Feature : adapte_evenements

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.07919531448943214
• Std :0.27007775016545454
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : logement_fumeur

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.2992105933282404
• Std :0.45797054833021766
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 1.0
• Max :1.0

Feature : accessibilite

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.052711993888464474
• Std :0.22348637149450953
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : Ascenseur

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.17290552584670232
• Std :0.3782137374079072
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : cheminee_interieur

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.08785332314744079
• Std :0.2831175165002957
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : Interphone

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.44435956200662086
• Std :0.49695777602418434
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 1.0
• Max :1.0

Feature : Portier

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.010185892538833716
• Std :0.10042264772383355
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : Piscine

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.02750190985485103
• Std :0.16356150900389183
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : Jacuzzi

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.008658008658008658
• Std :0.09265653647097254
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : salle_sport

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.0073847720906544435
• Std :0.08562770773817253
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : Entree_24-24

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.24420677361853832
• Std :0.4296706151449713
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : Cintres

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.533231474407945
• Std :0.49895798006040654
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 1.0
• 75%th Percentile : 1.0
• Max :1.0

Feature : fer_repasser

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.4856124267888974
• Std :0.4998566024920637
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 1.0
• Max :1.0

Feature : seche_cheveux

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.49477973007384773
• Std :0.5000364185581802
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 1.0
• Max :1.0

Feature : espace_travail_ordi

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.4239877769289534
• Std :0.4942513007537908
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 1.0
• Max :1.0

Feature : detecteur_fumee

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.6549528902470079
• Std :0.4754441755949444
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 1.0
• 75%th Percentile : 1.0
• Max :1.0

Feature : monoxyde_carbone_detect

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.11764705882352941
• Std :0.3222307699210849
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : kit_secours

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.137764196587726
• Std :0.34469621229240627
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : fiche_securite

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.09549274255156608
• Std :0.2939317593423122
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : extincteur

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.07130124777183601
• Std :0.25736014883985564
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : porte_chambre_verrou

• Feature type : discrete
• Missing : 0.0%
• Unique : 2
• Count :3927.0
• Mean :0.03896103896103896
• Std :0.19352677750521763
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :1.0

Feature : rection_semaine

• Feature type : discrete
• Missing : 0.0%
• Unique : 51
• Count :3927.0
• Mean :7.163992869875223
• Std :8.729249299020648
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 1.0
• 75%th Percentile : 14.0
• Max :69.0

Feature : reduction_mois

• Feature type : discrete
• Missing : 0.0%
• Unique : 69
• Count :3927.0
• Mean :12.035395976572447
• Std :17.438269553563355
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 27.0
• Max :75.0

Feature : surcout_voyageur_supp

• Feature type : discrete
• Missing : 0.0%
• Unique : 32
• Count :3927.0
• Mean :3.220269926152279
• Std :7.339737317536831
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :100.0

Feature : frais_menage

• Feature type : discrete
• Missing : 0.0%
• Unique : 53
• Count :3927.0
• Mean :13.15711739241151
• Std :20.522616890068534
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 20.0
• Max :200.0

Feature : Caution

• Feature type : discrete
• Missing : 0.0%
• Unique : 71
• Count :3927.0
• Mean :259.7257448433919
• Std :370.66421484942816
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 150.0
• 75%th Percentile : 400.0
• Max :4501.0

Feature : conditions_annulation

• Feature type : categorical
• Missing : 18.36007130124777%
• Unique : 3
• Count :3206
• Unique :3
• Top :Flexibles
• Freq :1493

Feature : duree_minimale_sejour

• Feature type : discrete
• Missing : 0.0%
• Unique : 17
• Count :3927.0
• Mean :2.224089635854342
• Std :1.9129556096936025
• Min :1.0
• 25%th Percentile : 1.0
• 50%th Percentile : 2.0
• 75%th Percentile : 3.0
• Max :27.0

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