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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
79,876
|
Female
| 21
| 1
| 14
| 1
|
< 1 Year
|
No
| 24,579
| 152
| 138
| 0
|
145,970
|
Male
| 30
| 1
| 30
| 1
|
< 1 Year
|
No
| 23,476
| 152
| 231
| 0
|
505,786
|
Female
| 28
| 1
| 14
| 1
|
< 1 Year
|
No
| 22,253
| 151
| 44
| 0
|
104,913
|
Male
| 43
| 1
| 1
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 286
| 0
|
385,542
|
Male
| 36
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 30,087
| 124
| 223
| 1
|
226,160
|
Male
| 52
| 1
| 36
| 0
|
1-2 Year
|
Yes
| 42,850
| 124
| 67
| 0
|
338,454
|
Female
| 41
| 1
| 35
| 0
|
1-2 Year
|
Yes
| 30,508
| 124
| 192
| 1
|
120,639
|
Female
| 42
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 31,199
| 163
| 273
| 1
|
344,541
|
Female
| 24
| 1
| 29
| 1
|
< 1 Year
|
No
| 36,008
| 152
| 273
| 0
|
299,328
|
Male
| 53
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 39,255
| 26
| 19
| 0
|
214,854
|
Male
| 20
| 1
| 50
| 1
|
< 1 Year
|
No
| 2,630
| 160
| 176
| 0
|
55,643
|
Female
| 56
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 30,567
| 3
| 283
| 0
|
68,229
|
Female
| 25
| 1
| 28
| 1
|
< 1 Year
|
Yes
| 32,860
| 152
| 266
| 0
|
92,181
|
Female
| 24
| 1
| 3
| 1
|
< 1 Year
|
No
| 34,721
| 152
| 31
| 0
|
30,324
|
Female
| 22
| 1
| 8
| 0
|
< 1 Year
|
No
| 34,317
| 152
| 237
| 0
|
371,299
|
Female
| 36
| 1
| 35
| 1
|
1-2 Year
|
No
| 29,772
| 152
| 293
| 0
|
64,971
|
Male
| 70
| 1
| 50
| 1
|
1-2 Year
|
Yes
| 41,771
| 8
| 172
| 0
|
38,983
|
Female
| 58
| 1
| 28
| 1
|
1-2 Year
|
No
| 31,239
| 124
| 96
| 0
|
325,461
|
Male
| 44
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 38,441
| 124
| 256
| 1
|
38,071
|
Male
| 41
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 36,606
| 124
| 60
| 1
|
353,422
|
Male
| 41
| 1
| 45
| 0
|
1-2 Year
|
Yes
| 2,630
| 157
| 39
| 0
|
205,595
|
Female
| 46
| 1
| 46
| 1
|
1-2 Year
|
No
| 20,370
| 124
| 284
| 0
|
23,252
|
Female
| 26
| 1
| 2
| 1
|
< 1 Year
|
No
| 26,177
| 152
| 174
| 0
|
24,225
|
Male
| 23
| 1
| 41
| 1
|
< 1 Year
|
No
| 26,360
| 152
| 22
| 0
|
247,350
|
Female
| 78
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 27,463
| 26
| 257
| 0
|
495,363
|
Female
| 33
| 1
| 0
| 1
|
1-2 Year
|
No
| 2,630
| 124
| 295
| 0
|
289,783
|
Female
| 21
| 1
| 8
| 0
|
< 1 Year
|
Yes
| 64,463
| 152
| 120
| 0
|
188,464
|
Male
| 45
| 1
| 50
| 0
|
1-2 Year
|
Yes
| 34,285
| 124
| 222
| 0
|
179,832
|
Female
| 27
| 1
| 21
| 1
|
< 1 Year
|
No
| 38,515
| 152
| 151
| 0
|
378,263
|
Female
| 62
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 31,593
| 26
| 44
| 1
|
18,365
|
Male
| 66
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 54,905
| 154
| 22
| 0
|
350,148
|
Female
| 23
| 1
| 11
| 1
|
< 1 Year
|
No
| 23,830
| 152
| 91
| 0
|
3,219
|
Male
| 38
| 1
| 29
| 0
|
1-2 Year
|
No
| 2,630
| 154
| 152
| 0
|
474,984
|
Male
| 62
| 1
| 29
| 1
|
1-2 Year
|
No
| 22,442
| 135
| 154
| 0
|
187,473
|
Female
| 65
| 1
| 41
| 1
|
1-2 Year
|
Yes
| 38,525
| 12
| 226
| 0
|
76,820
|
Female
| 68
| 1
| 43
| 1
|
1-2 Year
|
No
| 49,209
| 124
| 180
| 0
|
352,627
|
Male
| 24
| 1
| 18
| 1
|
< 1 Year
|
No
| 29,433
| 152
| 206
| 0
|
110,637
|
Male
| 61
| 1
| 38
| 0
|
> 2 Years
|
Yes
| 38,266
| 124
| 137
| 0
|
337,078
|
Female
| 23
| 1
| 41
| 1
|
< 1 Year
|
No
| 37,925
| 152
| 153
| 0
|
16,206
|
Male
| 70
| 1
| 11
| 0
|
1-2 Year
|
Yes
| 36,142
| 12
| 253
| 0
|
457,887
|
Female
| 59
| 1
| 3
| 1
|
1-2 Year
|
No
| 36,348
| 26
| 55
| 0
|
105,997
|
Female
| 39
| 1
| 41
| 0
|
1-2 Year
|
No
| 32,318
| 4
| 198
| 0
|
53,105
|
Female
| 24
| 1
| 8
| 1
|
< 1 Year
|
No
| 30,102
| 152
| 218
| 0
|
241,728
|
Male
| 67
| 1
| 10
| 1
|
1-2 Year
|
No
| 35,537
| 26
| 156
| 0
|
274,506
|
Female
| 42
| 1
| 46
| 1
|
1-2 Year
|
No
| 28,971
| 152
| 83
| 0
|
317,291
|
Female
| 66
| 1
| 41
| 1
|
1-2 Year
|
No
| 30,707
| 152
| 30
| 0
|
328,631
|
Male
| 63
| 1
| 8
| 0
|
1-2 Year
|
No
| 35,838
| 26
| 221
| 0
|
396,589
|
Male
| 25
| 1
| 10
| 1
|
< 1 Year
|
No
| 29,802
| 152
| 103
| 0
|
422,087
|
Male
| 52
| 1
| 15
| 1
|
1-2 Year
|
No
| 2,630
| 14
| 250
| 0
|
21,797
|
Male
| 50
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 39,438
| 124
| 70
| 1
|
305,239
|
Female
| 27
| 1
| 41
| 1
|
< 1 Year
|
No
| 33,081
| 152
| 69
| 0
|
258,275
|
Male
| 43
| 1
| 49
| 0
|
1-2 Year
|
Yes
| 31,850
| 124
| 33
| 0
|
65,034
|
Female
| 32
| 1
| 38
| 1
|
< 1 Year
|
No
| 57,773
| 152
| 158
| 0
|
397,381
|
Female
| 67
| 1
| 8
| 1
|
1-2 Year
|
No
| 2,630
| 160
| 291
| 0
|
505,720
|
Male
| 58
| 1
| 33
| 1
|
1-2 Year
|
No
| 31,837
| 124
| 166
| 0
|
209,615
|
Female
| 24
| 1
| 7
| 1
|
< 1 Year
|
No
| 2,630
| 160
| 67
| 0
|
267,825
|
Male
| 70
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 45,136
| 26
| 13
| 1
|
269,273
|
Male
| 66
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 32,714
| 124
| 298
| 0
|
88,860
|
Female
| 47
| 1
| 28
| 1
|
1-2 Year
|
No
| 28,312
| 156
| 54
| 0
|
85,593
|
Male
| 53
| 1
| 3
| 0
|
1-2 Year
|
Yes
| 14,451
| 124
| 272
| 0
|
363,712
|
Male
| 23
| 1
| 12
| 1
|
< 1 Year
|
No
| 27,893
| 152
| 186
| 0
|
91,215
|
Female
| 40
| 1
| 29
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 79
| 0
|
180,403
|
Female
| 22
| 1
| 28
| 0
|
< 1 Year
|
No
| 2,630
| 160
| 88
| 0
|
171,254
|
Male
| 55
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 26,945
| 26
| 129
| 0
|
296,989
|
Male
| 68
| 1
| 28
| 1
|
1-2 Year
|
No
| 2,630
| 124
| 137
| 0
|
353,808
|
Female
| 30
| 1
| 45
| 0
|
< 1 Year
|
No
| 2,630
| 152
| 83
| 0
|
160,698
|
Female
| 31
| 1
| 8
| 1
|
< 1 Year
|
No
| 33,569
| 152
| 112
| 0
|
291,617
|
Female
| 27
| 1
| 29
| 1
|
< 1 Year
|
No
| 31,230
| 152
| 194
| 0
|
223,715
|
Female
| 25
| 1
| 8
| 1
|
< 1 Year
|
No
| 39,503
| 152
| 236
| 0
|
328,985
|
Female
| 41
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 55,757
| 26
| 177
| 1
|
367,589
|
Female
| 30
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 34,865
| 124
| 165
| 0
|
181,897
|
Male
| 40
| 1
| 3
| 0
|
1-2 Year
|
Yes
| 21,227
| 124
| 152
| 1
|
55,864
|
Female
| 65
| 1
| 8
| 0
|
> 2 Years
|
Yes
| 44,241
| 124
| 182
| 1
|
110,042
|
Female
| 47
| 1
| 7
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 265
| 0
|
505,538
|
Male
| 71
| 1
| 28
| 1
|
1-2 Year
|
No
| 52,374
| 26
| 250
| 0
|
45,843
|
Female
| 53
| 1
| 3
| 0
|
1-2 Year
|
Yes
| 21,829
| 155
| 197
| 1
|
404,213
|
Female
| 44
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 31,860
| 55
| 188
| 1
|
281,774
|
Male
| 41
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 48,050
| 26
| 50
| 0
|
428,478
|
Male
| 32
| 1
| 28
| 1
|
< 1 Year
|
No
| 34,343
| 152
| 273
| 0
|
360,011
|
Female
| 23
| 1
| 3
| 0
|
< 1 Year
|
Yes
| 30,155
| 152
| 226
| 0
|
40,905
|
Female
| 28
| 1
| 30
| 0
|
< 1 Year
|
Yes
| 30,115
| 160
| 191
| 0
|
208,991
|
Male
| 53
| 1
| 8
| 1
|
1-2 Year
|
No
| 57,391
| 7
| 70
| 0
|
464,210
|
Male
| 45
| 1
| 41
| 1
|
1-2 Year
|
No
| 99,452
| 124
| 116
| 0
|
411,521
|
Female
| 67
| 1
| 8
| 1
|
1-2 Year
|
No
| 37,252
| 124
| 278
| 0
|
504,993
|
Female
| 25
| 1
| 37
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 31
| 0
|
323,625
|
Female
| 33
| 1
| 28
| 1
|
< 1 Year
|
No
| 51,638
| 26
| 215
| 0
|
458,440
|
Male
| 24
| 1
| 8
| 1
|
< 1 Year
|
No
| 39,357
| 152
| 28
| 0
|
299,268
|
Female
| 21
| 1
| 15
| 1
|
< 1 Year
|
No
| 27,970
| 160
| 52
| 0
|
195,214
|
Female
| 25
| 1
| 33
| 1
|
< 1 Year
|
No
| 25,264
| 152
| 249
| 0
|
176,124
|
Female
| 25
| 1
| 47
| 1
|
< 1 Year
|
No
| 30,769
| 152
| 218
| 0
|
225,801
|
Female
| 22
| 1
| 46
| 1
|
< 1 Year
|
No
| 23,543
| 152
| 87
| 0
|
155,304
|
Female
| 71
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 46,787
| 26
| 151
| 1
|
298,336
|
Male
| 64
| 1
| 18
| 0
|
1-2 Year
|
Yes
| 31,750
| 26
| 111
| 0
|
88,925
|
Female
| 28
| 1
| 15
| 0
|
< 1 Year
|
No
| 28,945
| 152
| 143
| 0
|
447,787
|
Female
| 66
| 1
| 46
| 1
|
1-2 Year
|
No
| 27,297
| 124
| 294
| 0
|
316,136
|
Male
| 51
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 66,070
| 125
| 273
| 0
|
249,900
|
Male
| 24
| 1
| 21
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 201
| 0
|
257,870
|
Male
| 54
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 39,021
| 26
| 124
| 0
|
369,414
|
Female
| 21
| 1
| 33
| 0
|
< 1 Year
|
Yes
| 27,996
| 152
| 117
| 0
|
404,487
|
Female
| 46
| 1
| 28
| 1
|
1-2 Year
|
No
| 38,199
| 26
| 281
| 0
|
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