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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
312,839
|
Male
| 23
| 1
| 8
| 0
|
< 1 Year
|
Yes
| 36,831
| 152
| 23
| 0
|
122,531
|
Male
| 25
| 1
| 10
| 1
|
< 1 Year
|
No
| 28,508
| 152
| 217
| 0
|
379,161
|
Male
| 30
| 1
| 29
| 0
|
< 1 Year
|
Yes
| 2,630
| 156
| 272
| 0
|
360,709
|
Female
| 45
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 20,041
| 26
| 249
| 0
|
95,722
|
Male
| 25
| 1
| 6
| 1
|
< 1 Year
|
No
| 28,988
| 152
| 254
| 0
|
253,008
|
Male
| 66
| 1
| 2
| 1
|
1-2 Year
|
No
| 21,839
| 26
| 143
| 0
|
68,879
|
Female
| 29
| 1
| 37
| 1
|
1-2 Year
|
No
| 40,028
| 60
| 143
| 0
|
287,058
|
Female
| 77
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 38,452
| 122
| 291
| 0
|
44,627
|
Female
| 41
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 40,394
| 124
| 142
| 0
|
392,659
|
Female
| 42
| 1
| 28
| 1
|
1-2 Year
|
No
| 44,999
| 152
| 60
| 0
|
256,261
|
Male
| 47
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 34,019
| 26
| 151
| 0
|
64,717
|
Male
| 32
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 40,046
| 124
| 37
| 1
|
459,958
|
Female
| 46
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 61
| 1
|
266,763
|
Female
| 21
| 1
| 1
| 0
|
< 1 Year
|
Yes
| 2,630
| 160
| 24
| 0
|
206,106
|
Female
| 48
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 38,539
| 26
| 113
| 0
|
171,869
|
Female
| 67
| 1
| 8
| 1
|
1-2 Year
|
No
| 2,630
| 124
| 114
| 0
|
212,532
|
Female
| 25
| 1
| 14
| 1
|
< 1 Year
|
No
| 36,267
| 152
| 86
| 0
|
192,864
|
Female
| 61
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 46,731
| 26
| 213
| 0
|
477,470
|
Male
| 35
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 40,257
| 124
| 27
| 1
|
133,733
|
Male
| 25
| 1
| 28
| 1
|
< 1 Year
|
No
| 35,067
| 152
| 25
| 0
|
376,772
|
Female
| 24
| 1
| 10
| 1
|
< 1 Year
|
No
| 23,419
| 26
| 62
| 0
|
282,518
|
Female
| 29
| 1
| 41
| 1
|
< 1 Year
|
No
| 103,748
| 152
| 69
| 0
|
426,648
|
Male
| 37
| 1
| 41
| 1
|
1-2 Year
|
No
| 33,930
| 152
| 42
| 0
|
350,500
|
Male
| 24
| 1
| 14
| 1
|
< 1 Year
|
No
| 24,015
| 152
| 206
| 0
|
94,405
|
Female
| 21
| 1
| 35
| 1
|
1-2 Year
|
No
| 24,812
| 154
| 214
| 0
|
36,256
|
Male
| 23
| 1
| 47
| 1
|
< 1 Year
|
No
| 22,562
| 152
| 100
| 0
|
201,278
|
Male
| 37
| 1
| 48
| 0
|
> 2 Years
|
Yes
| 2,630
| 60
| 262
| 1
|
25,991
|
Male
| 46
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 35,353
| 154
| 161
| 0
|
71,015
|
Male
| 65
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 16
| 0
|
364,063
|
Female
| 29
| 1
| 4
| 1
|
1-2 Year
|
No
| 29,637
| 124
| 77
| 0
|
69,056
|
Female
| 25
| 1
| 15
| 0
|
< 1 Year
|
No
| 33,756
| 160
| 18
| 0
|
495,297
|
Female
| 21
| 1
| 36
| 1
|
< 1 Year
|
No
| 27,635
| 160
| 92
| 0
|
294,065
|
Male
| 33
| 1
| 8
| 0
|
< 1 Year
|
Yes
| 31,704
| 124
| 150
| 1
|
464,089
|
Female
| 43
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 50,581
| 124
| 132
| 1
|
443,988
|
Male
| 25
| 1
| 33
| 1
|
< 1 Year
|
No
| 32,345
| 152
| 77
| 0
|
111,701
|
Female
| 27
| 1
| 41
| 1
|
< 1 Year
|
No
| 53,613
| 152
| 200
| 0
|
168,778
|
Male
| 64
| 1
| 15
| 1
|
1-2 Year
|
No
| 2,630
| 14
| 35
| 0
|
1,356
|
Male
| 51
| 1
| 14
| 1
|
1-2 Year
|
No
| 2,630
| 154
| 271
| 0
|
157,441
|
Female
| 53
| 1
| 46
| 1
|
1-2 Year
|
No
| 27,891
| 11
| 286
| 0
|
171,833
|
Male
| 58
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 39,490
| 7
| 268
| 0
|
147,153
|
Male
| 23
| 1
| 14
| 1
|
< 1 Year
|
No
| 19,021
| 152
| 281
| 0
|
108,661
|
Male
| 27
| 1
| 6
| 1
|
< 1 Year
|
No
| 22,063
| 152
| 232
| 0
|
325,040
|
Male
| 57
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 295
| 0
|
252,635
|
Male
| 42
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 27,858
| 124
| 195
| 0
|
74,018
|
Female
| 68
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 69,050
| 26
| 142
| 1
|
160,644
|
Female
| 47
| 1
| 29
| 0
|
1-2 Year
|
Yes
| 45,732
| 26
| 280
| 0
|
177,014
|
Female
| 21
| 1
| 13
| 0
|
< 1 Year
|
Yes
| 30,898
| 152
| 17
| 0
|
79,623
|
Female
| 38
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 37,872
| 124
| 182
| 0
|
101,824
|
Female
| 35
| 1
| 41
| 1
|
1-2 Year
|
No
| 25,791
| 152
| 99
| 0
|
344,957
|
Male
| 38
| 1
| 37
| 0
|
1-2 Year
|
Yes
| 34,891
| 124
| 137
| 0
|
9,095
|
Male
| 38
| 1
| 16
| 1
|
1-2 Year
|
No
| 29,249
| 154
| 273
| 0
|
464,512
|
Female
| 23
| 1
| 36
| 1
|
< 1 Year
|
No
| 28,423
| 152
| 165
| 0
|
254,297
|
Male
| 63
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 29,290
| 26
| 191
| 0
|
357,500
|
Female
| 26
| 1
| 37
| 0
|
< 1 Year
|
No
| 32,699
| 152
| 264
| 0
|
333,543
|
Male
| 43
| 1
| 31
| 1
|
1-2 Year
|
No
| 2,630
| 29
| 284
| 0
|
396,627
|
Male
| 39
| 1
| 26
| 1
|
1-2 Year
|
No
| 24,588
| 22
| 209
| 0
|
382,282
|
Male
| 55
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 52,538
| 26
| 60
| 1
|
258,660
|
Female
| 25
| 1
| 15
| 1
|
< 1 Year
|
No
| 41,003
| 152
| 137
| 0
|
163,471
|
Female
| 24
| 1
| 27
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 296
| 0
|
261,138
|
Male
| 73
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 21,239
| 26
| 170
| 0
|
343,284
|
Male
| 40
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 154
| 201
| 1
|
507,890
|
Female
| 32
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 31,042
| 122
| 153
| 1
|
347,555
|
Female
| 23
| 1
| 46
| 1
|
< 1 Year
|
No
| 34,773
| 152
| 258
| 0
|
302,184
|
Female
| 53
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 54,521
| 26
| 68
| 1
|
239,663
|
Male
| 44
| 1
| 9
| 0
|
1-2 Year
|
No
| 32,902
| 124
| 83
| 0
|
488,223
|
Male
| 56
| 1
| 20
| 1
|
1-2 Year
|
No
| 2,630
| 19
| 257
| 0
|
117,772
|
Female
| 24
| 1
| 30
| 1
|
< 1 Year
|
No
| 22,942
| 152
| 144
| 0
|
137,297
|
Male
| 50
| 1
| 8
| 1
|
1-2 Year
|
No
| 30,555
| 150
| 276
| 0
|
309,508
|
Male
| 48
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 223
| 1
|
92,598
|
Male
| 46
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 36,541
| 124
| 15
| 0
|
245,926
|
Female
| 29
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 39,318
| 26
| 23
| 0
|
215,778
|
Female
| 51
| 1
| 41
| 0
|
1-2 Year
|
No
| 41,362
| 26
| 284
| 0
|
363,515
|
Male
| 43
| 1
| 30
| 0
|
1-2 Year
|
Yes
| 26,222
| 124
| 198
| 1
|
14,473
|
Female
| 30
| 1
| 11
| 1
|
< 1 Year
|
No
| 24,430
| 152
| 178
| 0
|
53,370
|
Male
| 24
| 1
| 8
| 1
|
< 1 Year
|
No
| 36,705
| 152
| 63
| 0
|
172,731
|
Female
| 21
| 1
| 11
| 0
|
< 1 Year
|
Yes
| 33,325
| 152
| 159
| 0
|
57,453
|
Male
| 25
| 1
| 46
| 1
|
< 1 Year
|
No
| 26,650
| 152
| 199
| 0
|
431,829
|
Male
| 47
| 1
| 28
| 1
|
1-2 Year
|
No
| 34,079
| 147
| 46
| 0
|
185,299
|
Female
| 20
| 1
| 46
| 0
|
< 1 Year
|
Yes
| 2,630
| 156
| 113
| 0
|
51,069
|
Female
| 22
| 1
| 36
| 1
|
< 1 Year
|
No
| 55,132
| 152
| 83
| 0
|
146,333
|
Male
| 57
| 1
| 29
| 1
|
1-2 Year
|
No
| 2,630
| 26
| 115
| 0
|
314,611
|
Male
| 35
| 1
| 30
| 1
|
1-2 Year
|
No
| 2,630
| 152
| 288
| 0
|
495,904
|
Female
| 45
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 2,630
| 157
| 123
| 1
|
68,223
|
Female
| 27
| 1
| 38
| 0
|
< 1 Year
|
Yes
| 2,630
| 156
| 281
| 0
|
219,109
|
Male
| 24
| 1
| 14
| 1
|
< 1 Year
|
No
| 27,038
| 152
| 292
| 0
|
386,812
|
Female
| 44
| 1
| 37
| 0
|
1-2 Year
|
Yes
| 16,665
| 26
| 283
| 1
|
330,221
|
Female
| 23
| 1
| 25
| 1
|
< 1 Year
|
No
| 30,336
| 151
| 141
| 0
|
121,488
|
Female
| 36
| 1
| 9
| 0
|
1-2 Year
|
Yes
| 30,245
| 26
| 260
| 0
|
276,540
|
Female
| 24
| 1
| 2
| 0
|
< 1 Year
|
Yes
| 34,456
| 152
| 84
| 0
|
77,986
|
Female
| 22
| 1
| 3
| 1
|
< 1 Year
|
No
| 24,622
| 152
| 186
| 0
|
350,053
|
Male
| 21
| 1
| 35
| 0
|
1-2 Year
|
Yes
| 27,934
| 124
| 286
| 0
|
156,356
|
Male
| 23
| 1
| 28
| 1
|
< 1 Year
|
No
| 30,057
| 152
| 24
| 0
|
468,812
|
Male
| 23
| 1
| 41
| 1
|
< 1 Year
|
No
| 30,228
| 160
| 141
| 0
|
471,500
|
Male
| 44
| 1
| 50
| 0
|
1-2 Year
|
Yes
| 35,685
| 26
| 281
| 1
|
470,349
|
Male
| 58
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 51,993
| 26
| 133
| 1
|
127,122
|
Male
| 47
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 67,149
| 26
| 118
| 0
|
301,353
|
Male
| 28
| 1
| 18
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 56
| 0
|
403,670
|
Female
| 22
| 1
| 8
| 1
|
< 1 Year
|
No
| 40,860
| 160
| 206
| 0
|
19,348
|
Female
| 27
| 1
| 8
| 1
|
< 1 Year
|
No
| 41,993
| 152
| 256
| 0
|
362,258
|
Female
| 60
| 1
| 28
| 1
|
1-2 Year
|
Yes
| 39,095
| 26
| 162
| 0
|
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