Exploratory Data Analysis

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Feature : target

• Feature type : continous
• Missing : 0.0%
• Unique : 2046
• Count :107190.0
• Mean :30.021256647075283
• Std :163.79550034259555
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 4.9
• Max :14951.8

Feature : Ind

• Feature type : continous
• Missing : 0.0%
• Unique : 6986
• Count :107190.0
• Mean :439.4705056441832
• Std :1351.3627939237567
• Min :12.0
• 25%th Percentile : 71.5
• 50%th Percentile : 155.0
• 75%th Percentile : 381.5
• Max :191932.5

Feature : Men

• Feature type : continous
• Missing : 0.0%
• Unique : 8209
• Count :107190.0
• Mean :189.60562086015486
• Std :611.24398096379
• Min :10.5
• 25%th Percentile : 29.4
• 50%th Percentile : 64.0
• 75%th Percentile : 161.9
• Max :89976.8

Feature : Men_pauv

• Feature type : continous
• Missing : 0.0%
• Unique : 2615
• Count :107190.0
• Mean :26.562544080604532
• Std :100.61583931725896
• Min :0.0
• 25%th Percentile : 3.0
• 50%th Percentile : 7.0
• 75%th Percentile : 18.1
• Max :11101.9

Feature : Men_1ind

• Feature type : continous
• Missing : 0.0%
• Unique : 4380
• Count :107190.0
• Mean :63.813320272413485
• Std :243.00063672305487
• Min :0.0
• 25%th Percentile : 7.0
• 50%th Percentile : 16.1
• 75%th Percentile : 47.0
• Max :35064.5

Feature : Men_5ind

• Feature type : continous
• Missing : 0.0%
• Unique : 1654
• Count :107190.0
• Mean :13.535938986845789
• Std :45.326913134562716
• Min :0.0
• 25%th Percentile : 1.9
• 50%th Percentile : 4.1
• 75%th Percentile : 11.0
• Max :4819.3

Feature : Men_prop

• Feature type : continous
• Missing : 0.0%
• Unique : 6020
• Count :107190.0
• Mean :111.557513760612
• Std :325.30697796225786
• Min :0.0
• 25%th Percentile : 22.1
• 50%th Percentile : 46.2
• 75%th Percentile : 106.0
• Max :57953.4

Feature : Men_fmp

• Feature type : continous
• Missing : 0.0%
• Unique : 2151
• Count :107190.0
• Mean :20.062155984700066
• Std :71.62882217964473
• Min :0.0
• 25%th Percentile : 2.0
• 50%th Percentile : 5.0
• 75%th Percentile : 15.0
• Max :9093.1

Feature : Ind_snv

• Feature type : continous
• Missing : 0.0%
• Unique : 107114
• Count :107190.0
• Mean :9898530.661196006
• Std :30392301.40076306
• Min :175061.4
• 25%th Percentile : 1548310.9000000001
• 50%th Percentile : 3440988.0
• 75%th Percentile : 8657147.075
• Max :4203146541.0

Feature : Men_surf

• Feature type : continous
• Missing : 0.0%
• Unique : 64395
• Count :107190.0
• Mean :16488.192348166805
• Std :49236.76472160966
• Min :339.9
• 25%th Percentile : 3159.1
• 50%th Percentile : 6507.05
• 75%th Percentile : 15042.85
• Max :8228394.1

Feature : Men_coll

• Feature type : continous
• Missing : 0.0%
• Unique : 4807
• Count :107190.0
• Mean :81.1451142830488
• Std :402.92792729469716
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 2.7
• 75%th Percentile : 27.0
• Max :35958.0

Feature : Men_mais

• Feature type : continous
• Missing : 0.0%
• Unique : 6139
• Count :107190.0
• Mean :108.46050657710609
• Std :296.6985695064199
• Min :0.0
• 25%th Percentile : 22.7
• 50%th Percentile : 45.9
• 75%th Percentile : 107.1
• Max :56887.7

Feature : Log_av45

• Feature type : continous
• Missing : 0.0%
• Unique : 4066
• Count :107190.0
• Mean :52.895020990764074
• Std :169.8770255997866
• Min :0.0
• 25%th Percentile : 9.0
• 50%th Percentile : 19.8
• 75%th Percentile : 45.0
• Max :13630.9

Feature : Log_45_70

• Feature type : continous
• Missing : 0.0%
• Unique : 3149
• Count :107190.0
• Mean :31.590920794850263
• Std :157.56027873092765
• Min :0.0
• 25%th Percentile : 1.0
• 50%th Percentile : 4.0
• 75%th Percentile : 15.0
• Max :24177.4

Feature : Log_70_90

• Feature type : continous
• Missing : 0.0%
• Unique : 4134
• Count :107190.0
• Mean :49.014724321298615
• Std :186.02167607792967
• Min :0.0
• 25%th Percentile : 4.1
• 50%th Percentile : 11.9
• 75%th Percentile : 36.4
• Max :30639.3

Feature : Log_ap90

• Feature type : continous
• Missing : 0.0%
• Unique : 4410
• Count :107190.0
• Mean :55.61113256833659
• Std :191.9050579380712
• Min :0.0
• 25%th Percentile : 5.0
• 50%th Percentile : 14.2
• 75%th Percentile : 46.0
• Max :25544.7

Feature : Log_inc

• Feature type : continous
• Missing : 0.0%
• Unique : 261
• Count :107190.0
• Mean :0.4938221849053082
• Std :2.864756677741919
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :268.0

Feature : Ind_0_3

• Feature type : continous
• Missing : 0.0%
• Unique : 2653
• Count :107190.0
• Mean :20.64468607146189
• Std :66.41797120868992
• Min :0.0
• 25%th Percentile : 2.1
• 50%th Percentile : 6.1
• 75%th Percentile : 17.0
• Max :7172.3

Feature : Ind_4_5

• Feature type : continous
• Missing : 0.0%
• Unique : 1733
• Count :107190.0
• Mean :10.99895699225674
• Std :34.38793573088765
• Min :0.0
• 25%th Percentile : 1.0
• 50%th Percentile : 3.6
• 75%th Percentile : 9.6
• Max :3904.5

Feature : Ind_6_10

• Feature type : continous
• Missing : 0.0%
• Unique : 3130
• Count :107190.0
• Mean :27.59822837951302
• Std :83.74041697598103
• Min :0.0
• 25%th Percentile : 3.9
• 50%th Percentile : 9.1
• 75%th Percentile : 24.0
• Max :10300.4

Feature : Ind_11_17

• Feature type : continous
• Missing : 0.0%
• Unique : 3854
• Count :107190.0
• Mean :38.16180427278664
• Std :114.9551733248981
• Min :0.0
• 25%th Percentile : 5.8
• 50%th Percentile : 13.2
• 75%th Percentile : 33.5
• Max :15722.7

Feature : Ind_18_24

• Feature type : continous
• Missing : 0.0%
• Unique : 2959
• Count :107190.0
• Mean :24.4836719843269
• Std :79.38878911845906
• Min :0.0
• 25%th Percentile : 3.0
• 50%th Percentile : 7.9
• 75%th Percentile : 20.5
• Max :10387.3

Feature : Ind_25_39

• Feature type : continous
• Missing : 0.0%
• Unique : 5346
• Count :107190.0
• Mean :80.6208125758
• Std :260.3205701298878
• Min :0.0
• 25%th Percentile : 10.1
• 50%th Percentile : 24.8
• 75%th Percentile : 67.0
• Max :29667.6

Feature : Ind_40_54

• Feature type : continous
• Missing : 0.0%
• Unique : 5620
• Count :107190.0
• Mean :89.72788786267377
• Std :270.53186518859985
• Min :0.0
• 25%th Percentile : 14.9
• 50%th Percentile : 32.9
• 75%th Percentile : 79.3
• Max :38211.6

Feature : Ind_55_64

• Feature type : continous
• Missing : 0.0%
• Unique : 4060
• Count :107190.0
• Mean :55.50638025935255
• Std :171.4354821415151
• Min :0.0
• 25%th Percentile : 10.0
• 50%th Percentile : 21.1
• 75%th Percentile : 49.0
• Max :27065.9

Feature : Ind_65_79

• Feature type : continous
• Missing : 0.0%
• Unique : 4191
• Count :107190.0
• Mean :57.698016606026684
• Std :189.5149248044125
• Min :0.0
• 25%th Percentile : 10.0
• 50%th Percentile : 21.0
• 75%th Percentile : 49.9
• Max :31131.2

Feature : Ind_80p

• Feature type : continous
• Missing : 0.0%
• Unique : 2457
• Count :107190.0
• Mean :24.225630189383335
• Std :84.52040955345184
• Min :0.0
• 25%th Percentile : 3.8
• 50%th Percentile : 8.1
• 75%th Percentile : 20.0
• Max :13562.5

Feature : Ind_inc

• Feature type : continous
• Missing : 0.0%
• Unique : 1412
• Count :107190.0
• Mean :9.804430450601734
• Std :31.863044482448334
• Min :0.0
• 25%th Percentile : 1.0
• 50%th Percentile : 3.1
• 75%th Percentile : 8.9
• Max :4806.5

Feature : I_pauv

• Feature type : discrete
• Missing : 0.0%
• Unique : 4
• Count :107190.0
• Mean :0.0003265229965481855
• Std :0.029768747958380276
• Min :0.0
• 25%th Percentile : 0.0
• 50%th Percentile : 0.0
• 75%th Percentile : 0.0
• Max :8.0

Feature : t_maille

• Feature type : discrete
• Missing : 0.0%
• Unique : 7
• Count :107190.0
• Mean :1509.9822744659016
• Std :1226.8778497817536
• Min :200.0
• 25%th Percentile : 1000.0
• 50%th Percentile : 1000.0
• 75%th Percentile : 2000.0
• Max :32000.0

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