id
int64 | Gender
string | Age
int64 | Driving_License
int64 | Region_Code
float64 | Previously_Insured
int64 | Vehicle_Age
string | Vehicle_Damage
string | Annual_Premium
float64 | Policy_Sales_Channel
float64 | Vintage
int64 | Response
int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|
41,362
|
Male
| 42
| 1
| 20
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 147
| 0
|
412,249
|
Female
| 26
| 1
| 41
| 1
|
< 1 Year
|
No
| 63,691
| 152
| 218
| 0
|
329,541
|
Male
| 42
| 1
| 10
| 0
|
1-2 Year
|
Yes
| 20,149
| 152
| 258
| 0
|
162,046
|
Male
| 22
| 1
| 39
| 0
|
< 1 Year
|
Yes
| 42,862
| 152
| 92
| 0
|
82,617
|
Male
| 24
| 1
| 28
| 1
|
< 1 Year
|
No
| 31,279
| 152
| 43
| 0
|
100,282
|
Male
| 30
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 39,524
| 26
| 56
| 0
|
213,029
|
Female
| 49
| 1
| 13
| 0
|
1-2 Year
|
Yes
| 20,549
| 26
| 128
| 0
|
300,082
|
Female
| 44
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 39,197
| 26
| 253
| 0
|
460,098
|
Male
| 24
| 1
| 28
| 1
|
< 1 Year
|
No
| 31,320
| 152
| 58
| 0
|
299,531
|
Male
| 51
| 1
| 28
| 1
|
1-2 Year
|
Yes
| 38,287
| 124
| 171
| 0
|
409,204
|
Female
| 20
| 1
| 36
| 1
|
< 1 Year
|
No
| 49,038
| 160
| 148
| 0
|
21,269
|
Female
| 24
| 1
| 28
| 1
|
< 1 Year
|
No
| 38,272
| 152
| 168
| 0
|
82,381
|
Female
| 24
| 1
| 49
| 1
|
< 1 Year
|
No
| 26,238
| 152
| 237
| 0
|
207,777
|
Male
| 77
| 1
| 46
| 0
|
1-2 Year
|
No
| 35,597
| 124
| 142
| 0
|
501,086
|
Female
| 44
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 24,704
| 26
| 258
| 1
|
138,568
|
Female
| 21
| 1
| 29
| 1
|
< 1 Year
|
No
| 30,958
| 152
| 155
| 0
|
212,974
|
Male
| 26
| 1
| 21
| 1
|
< 1 Year
|
No
| 20,191
| 152
| 118
| 0
|
74,225
|
Male
| 43
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 41,386
| 156
| 172
| 0
|
358,309
|
Male
| 25
| 1
| 41
| 1
|
< 1 Year
|
No
| 40,313
| 152
| 204
| 0
|
165,003
|
Male
| 57
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 28,466
| 26
| 57
| 0
|
199,730
|
Female
| 36
| 1
| 39
| 0
|
> 2 Years
|
Yes
| 2,630
| 157
| 266
| 0
|
37,563
|
Male
| 51
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 39,028
| 124
| 92
| 0
|
217,553
|
Female
| 23
| 1
| 25
| 1
|
< 1 Year
|
No
| 28,984
| 152
| 284
| 0
|
121,867
|
Female
| 25
| 1
| 28
| 1
|
< 1 Year
|
No
| 60,500
| 151
| 58
| 0
|
59,055
|
Male
| 24
| 1
| 8
| 0
|
< 1 Year
|
Yes
| 36,272
| 152
| 144
| 0
|
309,958
|
Male
| 41
| 1
| 48
| 0
|
1-2 Year
|
No
| 2,630
| 124
| 35
| 0
|
120,524
|
Male
| 23
| 1
| 11
| 1
|
< 1 Year
|
No
| 27,662
| 152
| 63
| 0
|
362,941
|
Female
| 25
| 1
| 41
| 1
|
< 1 Year
|
No
| 36,326
| 152
| 127
| 0
|
354,964
|
Male
| 25
| 1
| 35
| 1
|
< 1 Year
|
No
| 36,555
| 152
| 246
| 0
|
240,322
|
Male
| 25
| 1
| 13
| 0
|
< 1 Year
|
Yes
| 22,280
| 152
| 210
| 0
|
152,774
|
Female
| 24
| 1
| 28
| 1
|
< 1 Year
|
No
| 67,122
| 160
| 17
| 0
|
338,798
|
Male
| 23
| 1
| 30
| 1
|
< 1 Year
|
No
| 19,311
| 152
| 37
| 0
|
89,388
|
Male
| 69
| 1
| 24
| 1
|
1-2 Year
|
No
| 46,098
| 124
| 238
| 0
|
129,100
|
Female
| 29
| 1
| 14
| 1
|
< 1 Year
|
No
| 18,948
| 152
| 128
| 0
|
179,945
|
Female
| 31
| 1
| 16
| 1
|
< 1 Year
|
No
| 29,262
| 152
| 78
| 0
|
253,903
|
Female
| 25
| 1
| 29
| 1
|
< 1 Year
|
No
| 41,699
| 152
| 76
| 0
|
293,760
|
Male
| 24
| 1
| 41
| 1
|
< 1 Year
|
No
| 37,366
| 152
| 31
| 0
|
43,862
|
Male
| 22
| 1
| 28
| 1
|
< 1 Year
|
No
| 51,260
| 152
| 290
| 0
|
413,952
|
Male
| 49
| 1
| 29
| 0
|
1-2 Year
|
Yes
| 41,992
| 26
| 262
| 1
|
425,442
|
Male
| 51
| 1
| 21
| 1
|
1-2 Year
|
No
| 28,013
| 29
| 68
| 0
|
254,503
|
Male
| 40
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 35,647
| 122
| 289
| 0
|
236,132
|
Male
| 37
| 1
| 8
| 0
|
1-2 Year
|
No
| 31,312
| 124
| 150
| 0
|
296,087
|
Male
| 36
| 1
| 30
| 1
|
1-2 Year
|
No
| 28,010
| 152
| 36
| 0
|
328,182
|
Male
| 38
| 1
| 41
| 0
|
1-2 Year
|
No
| 34,220
| 124
| 13
| 0
|
59,465
|
Male
| 49
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 44,303
| 26
| 149
| 0
|
67,027
|
Male
| 51
| 1
| 15
| 0
|
1-2 Year
|
Yes
| 34,072
| 26
| 240
| 1
|
342,830
|
Female
| 71
| 1
| 28
| 0
|
1-2 Year
|
No
| 2,630
| 124
| 274
| 0
|
277,710
|
Male
| 59
| 1
| 46
| 1
|
1-2 Year
|
No
| 25,872
| 11
| 279
| 0
|
97,568
|
Female
| 34
| 1
| 30
| 1
|
1-2 Year
|
No
| 27,393
| 152
| 120
| 0
|
329,386
|
Male
| 59
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 32,708
| 26
| 56
| 0
|
244,227
|
Female
| 32
| 1
| 45
| 0
|
< 1 Year
|
Yes
| 24,214
| 26
| 143
| 1
|
293,889
|
Male
| 21
| 1
| 8
| 1
|
< 1 Year
|
No
| 24,255
| 160
| 265
| 0
|
51,200
|
Female
| 27
| 1
| 41
| 1
|
< 1 Year
|
No
| 31,332
| 152
| 138
| 0
|
148,436
|
Female
| 27
| 1
| 28
| 1
|
< 1 Year
|
No
| 49,840
| 152
| 221
| 0
|
73,198
|
Male
| 30
| 1
| 8
| 0
|
< 1 Year
|
Yes
| 59,927
| 26
| 237
| 0
|
153,558
|
Male
| 70
| 1
| 33
| 1
|
1-2 Year
|
No
| 44,047
| 26
| 241
| 0
|
145,597
|
Male
| 39
| 1
| 28
| 1
|
1-2 Year
|
No
| 42,253
| 124
| 97
| 0
|
422,890
|
Female
| 42
| 1
| 19
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 97
| 1
|
59,716
|
Female
| 21
| 1
| 30
| 1
|
< 1 Year
|
No
| 29,721
| 152
| 162
| 0
|
57,726
|
Male
| 29
| 1
| 37
| 0
|
< 1 Year
|
Yes
| 27,573
| 152
| 67
| 0
|
254,946
|
Female
| 67
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 58,741
| 3
| 192
| 0
|
376,358
|
Female
| 25
| 1
| 28
| 1
|
< 1 Year
|
No
| 29,059
| 152
| 241
| 0
|
40,401
|
Female
| 24
| 1
| 35
| 0
|
< 1 Year
|
Yes
| 28,835
| 152
| 69
| 0
|
26,298
|
Male
| 24
| 1
| 16
| 0
|
< 1 Year
|
Yes
| 35,581
| 152
| 256
| 0
|
339,992
|
Male
| 33
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 69,646
| 124
| 185
| 1
|
188,514
|
Female
| 24
| 1
| 23
| 1
|
< 1 Year
|
No
| 26,517
| 152
| 22
| 0
|
183,339
|
Female
| 25
| 1
| 40
| 0
|
< 1 Year
|
Yes
| 38,027
| 124
| 226
| 0
|
204,349
|
Male
| 23
| 1
| 6
| 1
|
< 1 Year
|
No
| 27,363
| 152
| 295
| 0
|
130,315
|
Male
| 45
| 1
| 30
| 1
|
1-2 Year
|
No
| 26,731
| 124
| 205
| 0
|
433,102
|
Female
| 25
| 1
| 37
| 1
|
< 1 Year
|
No
| 29,490
| 152
| 144
| 0
|
242,075
|
Male
| 70
| 1
| 7
| 0
|
1-2 Year
|
Yes
| 49,369
| 23
| 47
| 0
|
505,652
|
Male
| 42
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 39,881
| 124
| 106
| 1
|
24,735
|
Male
| 54
| 1
| 28
| 1
|
1-2 Year
|
No
| 60,494
| 124
| 238
| 0
|
281,797
|
Male
| 47
| 1
| 14
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 211
| 0
|
201,838
|
Female
| 30
| 1
| 5
| 1
|
< 1 Year
|
No
| 28,976
| 152
| 83
| 0
|
153,601
|
Male
| 65
| 1
| 45
| 0
|
1-2 Year
|
Yes
| 23,424
| 26
| 64
| 0
|
504,624
|
Male
| 25
| 1
| 41
| 1
|
< 1 Year
|
No
| 32,681
| 152
| 212
| 0
|
354,350
|
Male
| 36
| 1
| 30
| 1
|
1-2 Year
|
No
| 34,151
| 152
| 69
| 0
|
296,844
|
Female
| 26
| 1
| 44
| 1
|
< 1 Year
|
No
| 33,274
| 152
| 181
| 0
|
311,464
|
Male
| 62
| 1
| 28
| 1
|
1-2 Year
|
No
| 42,079
| 29
| 212
| 0
|
276,583
|
Female
| 82
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 39,129
| 122
| 47
| 0
|
52,583
|
Male
| 25
| 1
| 2
| 0
|
< 1 Year
|
Yes
| 24,352
| 152
| 143
| 1
|
447,690
|
Male
| 23
| 1
| 32
| 1
|
< 1 Year
|
No
| 11,840
| 151
| 58
| 0
|
61,232
|
Female
| 39
| 1
| 14
| 0
|
1-2 Year
|
Yes
| 27,813
| 26
| 135
| 1
|
50,614
|
Male
| 41
| 1
| 33
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 252
| 1
|
10,126
|
Female
| 23
| 1
| 2
| 1
|
< 1 Year
|
No
| 42,389
| 152
| 117
| 0
|
93,178
|
Female
| 24
| 1
| 11
| 1
|
< 1 Year
|
Yes
| 27,626
| 152
| 288
| 0
|
142,761
|
Female
| 36
| 1
| 8
| 1
|
1-2 Year
|
Yes
| 2,630
| 124
| 112
| 0
|
371,225
|
Male
| 38
| 1
| 4
| 1
|
1-2 Year
|
No
| 2,630
| 152
| 261
| 0
|
355,009
|
Male
| 24
| 1
| 46
| 1
|
< 1 Year
|
No
| 53,540
| 152
| 201
| 0
|
282,849
|
Male
| 63
| 1
| 8
| 1
|
1-2 Year
|
No
| 62,627
| 124
| 123
| 0
|
112,122
|
Male
| 73
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 24,791
| 26
| 165
| 0
|
84,226
|
Male
| 62
| 1
| 28
| 1
|
1-2 Year
|
No
| 81,700
| 26
| 60
| 0
|
278,881
|
Male
| 24
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 27,642
| 122
| 226
| 0
|
211,491
|
Female
| 23
| 1
| 30
| 1
|
< 1 Year
|
No
| 27,209
| 152
| 42
| 0
|
495,858
|
Male
| 41
| 1
| 41
| 1
|
1-2 Year
|
No
| 26,833
| 124
| 103
| 0
|
469,702
|
Male
| 47
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 32,814
| 124
| 247
| 1
|
317,676
|
Female
| 73
| 1
| 28
| 1
|
1-2 Year
|
No
| 44,427
| 26
| 106
| 0
|
296,630
|
Male
| 33
| 1
| 41
| 1
|
1-2 Year
|
No
| 19,915
| 26
| 187
| 0
|
194,656
|
Male
| 46
| 1
| 36
| 0
|
1-2 Year
|
No
| 58,141
| 154
| 107
| 0
|
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