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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
465,439
|
Female
| 21
| 1
| 8
| 1
|
< 1 Year
|
No
| 30,136
| 152
| 133
| 0
|
487,372
|
Female
| 41
| 1
| 28
| 1
|
1-2 Year
|
No
| 2,630
| 124
| 130
| 0
|
383,568
|
Female
| 59
| 1
| 28
| 1
|
1-2 Year
|
No
| 2,630
| 26
| 248
| 0
|
366,779
|
Female
| 25
| 1
| 8
| 1
|
< 1 Year
|
No
| 27,128
| 152
| 261
| 0
|
272,069
|
Female
| 39
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 30,221
| 12
| 131
| 1
|
395,071
|
Female
| 33
| 1
| 29
| 0
|
1-2 Year
|
Yes
| 2,630
| 157
| 20
| 1
|
143,862
|
Female
| 72
| 1
| 19
| 1
|
1-2 Year
|
No
| 33,060
| 124
| 142
| 0
|
240,389
|
Male
| 49
| 1
| 35
| 1
|
1-2 Year
|
No
| 20,437
| 26
| 208
| 0
|
133,170
|
Male
| 56
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 30,706
| 124
| 216
| 0
|
172,227
|
Male
| 22
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 45,941
| 152
| 135
| 0
|
352,633
|
Female
| 44
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 35,510
| 26
| 204
| 1
|
210,238
|
Female
| 22
| 1
| 8
| 0
|
< 1 Year
|
Yes
| 45,174
| 152
| 236
| 0
|
28,374
|
Male
| 43
| 1
| 7
| 0
|
1-2 Year
|
Yes
| 43,165
| 124
| 232
| 0
|
11,888
|
Male
| 22
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 31,837
| 152
| 247
| 0
|
135,637
|
Male
| 55
| 1
| 28
| 1
|
1-2 Year
|
Yes
| 59,236
| 26
| 37
| 0
|
119,924
|
Female
| 23
| 1
| 37
| 0
|
< 1 Year
|
Yes
| 18,244
| 151
| 174
| 0
|
145,524
|
Male
| 49
| 1
| 8
| 0
|
1-2 Year
|
No
| 48,715
| 122
| 91
| 0
|
312,223
|
Female
| 21
| 1
| 46
| 1
|
< 1 Year
|
No
| 35,437
| 160
| 269
| 0
|
15,323
|
Male
| 43
| 1
| 28
| 1
|
1-2 Year
|
No
| 39,171
| 26
| 109
| 0
|
305,831
|
Male
| 45
| 1
| 12
| 0
|
1-2 Year
|
Yes
| 28,410
| 124
| 174
| 1
|
453,888
|
Female
| 38
| 1
| 50
| 1
|
1-2 Year
|
No
| 32,756
| 152
| 216
| 0
|
309,069
|
Female
| 22
| 1
| 33
| 1
|
< 1 Year
|
No
| 29,840
| 152
| 295
| 0
|
284,566
|
Female
| 29
| 1
| 46
| 1
|
1-2 Year
|
No
| 23,391
| 124
| 125
| 0
|
357,703
|
Male
| 37
| 1
| 47
| 0
|
1-2 Year
|
No
| 2,630
| 16
| 255
| 0
|
159,867
|
Female
| 25
| 1
| 8
| 1
|
< 1 Year
|
No
| 78,899
| 152
| 216
| 0
|
351,004
|
Male
| 43
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 38,397
| 55
| 299
| 0
|
291,399
|
Female
| 28
| 1
| 28
| 1
|
< 1 Year
|
Yes
| 34,691
| 152
| 20
| 0
|
417,788
|
Female
| 31
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 2,630
| 157
| 262
| 1
|
413,234
|
Female
| 23
| 1
| 22
| 1
|
< 1 Year
|
No
| 35,748
| 152
| 60
| 0
|
93,567
|
Female
| 50
| 1
| 8
| 1
|
1-2 Year
|
No
| 33,462
| 19
| 45
| 0
|
265,829
|
Female
| 41
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 43,182
| 26
| 227
| 0
|
412,646
|
Male
| 22
| 1
| 36
| 1
|
< 1 Year
|
No
| 33,939
| 152
| 173
| 0
|
83,710
|
Male
| 22
| 1
| 36
| 1
|
< 1 Year
|
Yes
| 2,630
| 152
| 186
| 0
|
162,786
|
Male
| 23
| 1
| 22
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 51
| 0
|
118,983
|
Female
| 23
| 1
| 50
| 1
|
< 1 Year
|
No
| 26,292
| 152
| 147
| 0
|
354,265
|
Male
| 39
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 60,178
| 26
| 230
| 0
|
397,567
|
Male
| 23
| 1
| 11
| 1
|
< 1 Year
|
No
| 31,844
| 152
| 10
| 0
|
72,260
|
Male
| 25
| 1
| 47
| 0
|
< 1 Year
|
Yes
| 35,536
| 152
| 71
| 0
|
343,072
|
Female
| 24
| 1
| 8
| 1
|
< 1 Year
|
No
| 40,974
| 152
| 101
| 0
|
86,082
|
Female
| 47
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 25,238
| 26
| 31
| 1
|
145,778
|
Female
| 55
| 1
| 46
| 1
|
1-2 Year
|
No
| 30,306
| 152
| 139
| 0
|
184,814
|
Female
| 28
| 1
| 47
| 0
|
< 1 Year
|
Yes
| 36,022
| 152
| 268
| 0
|
425,111
|
Female
| 35
| 1
| 30
| 1
|
1-2 Year
|
No
| 2,630
| 152
| 211
| 0
|
38,307
|
Female
| 38
| 1
| 28
| 1
|
1-2 Year
|
No
| 32,707
| 122
| 85
| 0
|
377,724
|
Female
| 21
| 1
| 15
| 0
|
< 1 Year
|
No
| 36,284
| 152
| 135
| 0
|
209,527
|
Male
| 26
| 1
| 9
| 1
|
< 1 Year
|
No
| 32,152
| 152
| 296
| 0
|
44,712
|
Female
| 32
| 1
| 50
| 1
|
< 1 Year
|
No
| 23,810
| 152
| 25
| 0
|
37,989
|
Male
| 63
| 1
| 3
| 1
|
1-2 Year
|
No
| 2,630
| 26
| 228
| 0
|
407,469
|
Male
| 33
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 27,065
| 156
| 141
| 1
|
302,241
|
Female
| 33
| 1
| 9
| 1
|
< 1 Year
|
No
| 26,998
| 152
| 253
| 0
|
350,721
|
Male
| 21
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 31,118
| 152
| 294
| 0
|
9,859
|
Female
| 65
| 1
| 46
| 1
|
1-2 Year
|
No
| 27,025
| 122
| 29
| 0
|
247,197
|
Male
| 38
| 1
| 21
| 0
|
1-2 Year
|
Yes
| 34,715
| 124
| 217
| 0
|
53,992
|
Male
| 22
| 1
| 31
| 0
|
< 1 Year
|
No
| 2,630
| 152
| 98
| 0
|
288,537
|
Female
| 64
| 1
| 9
| 1
|
1-2 Year
|
No
| 42,944
| 124
| 217
| 0
|
165,068
|
Male
| 56
| 1
| 28
| 1
|
1-2 Year
|
No
| 45,089
| 26
| 107
| 0
|
82,155
|
Female
| 28
| 1
| 11
| 1
|
< 1 Year
|
No
| 24,237
| 152
| 10
| 0
|
293,736
|
Female
| 49
| 1
| 28
| 1
|
1-2 Year
|
No
| 41,849
| 26
| 102
| 0
|
48,648
|
Male
| 53
| 1
| 8
| 1
|
1-2 Year
|
No
| 51,040
| 124
| 292
| 0
|
218,806
|
Male
| 63
| 1
| 19
| 0
|
1-2 Year
|
Yes
| 31,634
| 26
| 94
| 1
|
26,655
|
Female
| 44
| 1
| 45
| 0
|
1-2 Year
|
Yes
| 29,429
| 154
| 154
| 0
|
56,883
|
Male
| 42
| 1
| 2
| 0
|
1-2 Year
|
Yes
| 29,555
| 124
| 168
| 1
|
404,141
|
Male
| 33
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 29,297
| 156
| 94
| 1
|
293,476
|
Male
| 25
| 1
| 3
| 1
|
< 1 Year
|
No
| 21,231
| 152
| 95
| 0
|
360,365
|
Male
| 60
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 61,110
| 55
| 204
| 0
|
144,931
|
Female
| 25
| 1
| 26
| 1
|
< 1 Year
|
No
| 36,383
| 152
| 162
| 0
|
205,730
|
Female
| 23
| 1
| 39
| 1
|
< 1 Year
|
No
| 25,911
| 160
| 215
| 0
|
190,289
|
Female
| 33
| 1
| 8
| 1
|
1-2 Year
|
No
| 32,229
| 152
| 74
| 0
|
311,103
|
Male
| 51
| 1
| 8
| 1
|
1-2 Year
|
No
| 32,263
| 163
| 91
| 0
|
454,689
|
Male
| 61
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 34,469
| 26
| 236
| 1
|
124,375
|
Female
| 23
| 1
| 8
| 1
|
< 1 Year
|
No
| 27,047
| 152
| 122
| 0
|
113,868
|
Male
| 36
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 29,245
| 152
| 20
| 0
|
221,475
|
Male
| 35
| 1
| 11
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 47
| 0
|
253,483
|
Male
| 43
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 33,395
| 26
| 34
| 1
|
324,324
|
Female
| 28
| 1
| 6
| 0
|
< 1 Year
|
Yes
| 17,770
| 152
| 14
| 1
|
56,288
|
Female
| 38
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 30,985
| 124
| 210
| 0
|
315,203
|
Male
| 65
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 31,779
| 26
| 200
| 0
|
289,656
|
Male
| 30
| 1
| 11
| 0
|
< 1 Year
|
Yes
| 28,496
| 152
| 78
| 1
|
312,120
|
Male
| 24
| 1
| 32
| 1
|
< 1 Year
|
No
| 27,328
| 152
| 194
| 0
|
431,785
|
Male
| 38
| 1
| 33
| 1
|
1-2 Year
|
No
| 25,356
| 124
| 144
| 0
|
25,429
|
Male
| 55
| 1
| 7
| 1
|
1-2 Year
|
No
| 58,340
| 124
| 220
| 0
|
116,477
|
Male
| 66
| 1
| 8
| 0
|
> 2 Years
|
Yes
| 67,671
| 26
| 48
| 0
|
401,181
|
Female
| 31
| 1
| 8
| 1
|
< 1 Year
|
No
| 34,906
| 152
| 38
| 0
|
350,366
|
Female
| 38
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 46,143
| 122
| 176
| 0
|
321,024
|
Female
| 25
| 1
| 41
| 1
|
< 1 Year
|
No
| 28,417
| 152
| 72
| 0
|
256,272
|
Female
| 41
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 42,207
| 124
| 119
| 0
|
293,072
|
Female
| 33
| 1
| 17
| 0
|
1-2 Year
|
Yes
| 34,622
| 26
| 149
| 1
|
373,487
|
Female
| 25
| 1
| 8
| 1
|
< 1 Year
|
No
| 34,966
| 152
| 190
| 0
|
398,624
|
Female
| 27
| 1
| 25
| 1
|
< 1 Year
|
No
| 24,070
| 152
| 235
| 0
|
305,585
|
Female
| 57
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 58,200
| 124
| 83
| 0
|
112,351
|
Female
| 26
| 1
| 21
| 1
|
< 1 Year
|
No
| 30,320
| 152
| 147
| 0
|
11,549
|
Female
| 49
| 1
| 24
| 0
|
1-2 Year
|
Yes
| 32,256
| 154
| 290
| 0
|
351,314
|
Female
| 22
| 1
| 15
| 1
|
< 1 Year
|
No
| 28,525
| 160
| 34
| 0
|
26,977
|
Male
| 64
| 1
| 50
| 1
|
1-2 Year
|
No
| 26,034
| 8
| 56
| 0
|
223,128
|
Male
| 44
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 36,945
| 124
| 77
| 0
|
7,577
|
Male
| 28
| 1
| 30
| 0
|
< 1 Year
|
Yes
| 27,080
| 152
| 196
| 0
|
139,203
|
Female
| 22
| 1
| 11
| 1
|
< 1 Year
|
No
| 28,425
| 152
| 223
| 0
|
206,529
|
Male
| 49
| 1
| 50
| 1
|
1-2 Year
|
No
| 40,302
| 8
| 139
| 0
|
465,299
|
Female
| 27
| 1
| 45
| 1
|
< 1 Year
|
No
| 32,469
| 152
| 89
| 0
|
311,618
|
Male
| 61
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 42,999
| 26
| 63
| 0
|
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