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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
306,126
|
Female
| 23
| 1
| 47
| 0
|
< 1 Year
|
Yes
| 29,453
| 152
| 137
| 0
|
45,031
|
Male
| 23
| 1
| 29
| 1
|
< 1 Year
|
No
| 43,295
| 152
| 267
| 0
|
206,716
|
Female
| 26
| 1
| 41
| 1
|
< 1 Year
|
No
| 26,033
| 152
| 117
| 0
|
388,325
|
Female
| 22
| 1
| 30
| 1
|
< 1 Year
|
No
| 29,203
| 152
| 85
| 0
|
280,559
|
Female
| 53
| 1
| 17
| 1
|
1-2 Year
|
Yes
| 34,546
| 124
| 42
| 0
|
276,693
|
Female
| 35
| 1
| 34
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 80
| 0
|
353,004
|
Male
| 37
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 46,416
| 26
| 238
| 0
|
300,381
|
Male
| 35
| 1
| 17
| 0
|
1-2 Year
|
No
| 38,191
| 26
| 271
| 0
|
178,423
|
Female
| 26
| 1
| 41
| 1
|
< 1 Year
|
No
| 32,372
| 152
| 133
| 0
|
58,174
|
Female
| 32
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 31,726
| 124
| 225
| 1
|
484,610
|
Male
| 44
| 1
| 41
| 1
|
1-2 Year
|
No
| 31,396
| 124
| 249
| 0
|
246,055
|
Female
| 55
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 296
| 0
|
417,360
|
Female
| 22
| 1
| 17
| 1
|
< 1 Year
|
No
| 31,455
| 160
| 64
| 0
|
21,320
|
Male
| 37
| 1
| 12
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 156
| 0
|
360,288
|
Male
| 47
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 35,159
| 124
| 236
| 1
|
134,238
|
Male
| 23
| 1
| 11
| 1
|
< 1 Year
|
No
| 22,218
| 152
| 285
| 0
|
230,991
|
Female
| 34
| 1
| 15
| 1
|
1-2 Year
|
No
| 2,630
| 26
| 94
| 0
|
62,783
|
Male
| 21
| 1
| 45
| 0
|
< 1 Year
|
Yes
| 27,754
| 152
| 271
| 0
|
280,269
|
Female
| 22
| 1
| 15
| 0
|
< 1 Year
|
No
| 2,630
| 26
| 55
| 0
|
93,036
|
Female
| 45
| 1
| 28
| 1
|
1-2 Year
|
No
| 41,770
| 124
| 206
| 0
|
224,294
|
Female
| 24
| 1
| 15
| 0
|
< 1 Year
|
No
| 42,445
| 152
| 220
| 0
|
372,743
|
Female
| 24
| 1
| 11
| 1
|
< 1 Year
|
No
| 44,548
| 152
| 212
| 0
|
73,832
|
Male
| 55
| 1
| 48
| 0
|
1-2 Year
|
Yes
| 2,630
| 15
| 75
| 0
|
8,906
|
Female
| 21
| 1
| 43
| 0
|
1-2 Year
|
Yes
| 29,400
| 154
| 57
| 0
|
490,233
|
Male
| 55
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 34,659
| 26
| 245
| 1
|
134,237
|
Male
| 47
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 2,630
| 124
| 125
| 0
|
93,029
|
Female
| 29
| 1
| 30
| 1
|
< 1 Year
|
No
| 47,895
| 152
| 285
| 0
|
256,069
|
Female
| 48
| 1
| 36
| 1
|
1-2 Year
|
No
| 27,021
| 26
| 263
| 0
|
362,376
|
Male
| 47
| 1
| 33
| 0
|
> 2 Years
|
Yes
| 41,122
| 26
| 182
| 0
|
467,846
|
Female
| 25
| 1
| 35
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 192
| 0
|
443,868
|
Female
| 22
| 1
| 8
| 1
|
< 1 Year
|
No
| 37,304
| 152
| 122
| 0
|
103,134
|
Female
| 29
| 1
| 30
| 1
|
< 1 Year
|
No
| 26,303
| 152
| 293
| 0
|
152,879
|
Female
| 40
| 1
| 14
| 0
|
1-2 Year
|
Yes
| 22,429
| 157
| 226
| 0
|
425,923
|
Male
| 24
| 1
| 41
| 1
|
< 1 Year
|
No
| 15,414
| 152
| 92
| 0
|
293,831
|
Male
| 38
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 2,630
| 157
| 263
| 1
|
395,132
|
Female
| 20
| 1
| 46
| 1
|
< 1 Year
|
No
| 26,283
| 160
| 213
| 0
|
348,231
|
Male
| 22
| 1
| 39
| 0
|
< 1 Year
|
Yes
| 40,340
| 152
| 174
| 0
|
414,331
|
Male
| 48
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 94
| 1
|
190,032
|
Male
| 22
| 1
| 15
| 1
|
< 1 Year
|
No
| 63,645
| 152
| 184
| 0
|
497,284
|
Female
| 29
| 1
| 32
| 1
|
< 1 Year
|
No
| 25,853
| 152
| 258
| 0
|
453,193
|
Female
| 24
| 1
| 30
| 1
|
< 1 Year
|
No
| 22,635
| 152
| 130
| 0
|
379,102
|
Male
| 21
| 1
| 37
| 0
|
< 1 Year
|
No
| 22,642
| 152
| 120
| 0
|
281,724
|
Female
| 21
| 1
| 27
| 0
|
< 1 Year
|
Yes
| 25,687
| 152
| 138
| 0
|
219,765
|
Male
| 41
| 1
| 45
| 0
|
1-2 Year
|
Yes
| 29,111
| 152
| 299
| 0
|
285,551
|
Male
| 21
| 1
| 8
| 0
|
< 1 Year
|
Yes
| 35,793
| 160
| 112
| 0
|
207,565
|
Male
| 23
| 1
| 3
| 1
|
< 1 Year
|
No
| 29,702
| 152
| 56
| 0
|
446,772
|
Female
| 28
| 1
| 35
| 0
|
< 1 Year
|
Yes
| 31,653
| 26
| 31
| 1
|
426,380
|
Female
| 34
| 1
| 14
| 0
|
1-2 Year
|
Yes
| 28,488
| 26
| 12
| 1
|
149,618
|
Female
| 24
| 1
| 29
| 1
|
< 1 Year
|
No
| 31,360
| 152
| 23
| 0
|
9,656
|
Female
| 66
| 1
| 11
| 0
|
> 2 Years
|
Yes
| 51,936
| 26
| 224
| 0
|
158,309
|
Male
| 30
| 1
| 8
| 1
|
< 1 Year
|
No
| 26,984
| 152
| 76
| 0
|
41,284
|
Female
| 30
| 1
| 28
| 1
|
< 1 Year
|
No
| 51,509
| 152
| 231
| 0
|
488,129
|
Female
| 48
| 1
| 43
| 1
|
1-2 Year
|
No
| 26,052
| 26
| 61
| 0
|
97,462
|
Male
| 24
| 1
| 36
| 1
|
< 1 Year
|
No
| 31,618
| 152
| 73
| 0
|
63,105
|
Female
| 25
| 1
| 8
| 1
|
< 1 Year
|
No
| 33,676
| 152
| 231
| 0
|
311,468
|
Male
| 48
| 1
| 47
| 0
|
1-2 Year
|
Yes
| 37,125
| 26
| 172
| 1
|
63,674
|
Male
| 49
| 1
| 3
| 1
|
1-2 Year
|
No
| 28,316
| 26
| 61
| 0
|
414,899
|
Male
| 41
| 1
| 33
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 261
| 1
|
200,234
|
Female
| 26
| 1
| 15
| 1
|
< 1 Year
|
Yes
| 2,630
| 152
| 259
| 0
|
358,660
|
Female
| 34
| 1
| 28
| 1
|
1-2 Year
|
No
| 22,733
| 157
| 194
| 0
|
262,212
|
Male
| 26
| 1
| 11
| 1
|
< 1 Year
|
No
| 32,947
| 152
| 197
| 0
|
343,010
|
Female
| 30
| 1
| 21
| 1
|
< 1 Year
|
No
| 2,630
| 160
| 169
| 0
|
279,952
|
Female
| 54
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 35,050
| 124
| 97
| 0
|
91,721
|
Male
| 46
| 1
| 8
| 1
|
1-2 Year
|
No
| 30,254
| 26
| 59
| 0
|
148,602
|
Female
| 54
| 1
| 23
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 104
| 0
|
253,212
|
Male
| 46
| 1
| 35
| 1
|
1-2 Year
|
Yes
| 2,630
| 26
| 290
| 0
|
507,473
|
Female
| 23
| 1
| 41
| 1
|
< 1 Year
|
No
| 32,055
| 152
| 235
| 0
|
173,962
|
Male
| 78
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 27,092
| 26
| 61
| 0
|
381,459
|
Female
| 22
| 1
| 11
| 1
|
< 1 Year
|
No
| 28,067
| 152
| 42
| 0
|
319,285
|
Male
| 42
| 1
| 35
| 1
|
1-2 Year
|
No
| 21,469
| 26
| 41
| 0
|
212,775
|
Female
| 36
| 1
| 35
| 0
|
1-2 Year
|
No
| 30,261
| 124
| 275
| 0
|
387,766
|
Male
| 51
| 1
| 7
| 0
|
1-2 Year
|
Yes
| 33,161
| 150
| 117
| 1
|
41,895
|
Male
| 27
| 1
| 41
| 1
|
1-2 Year
|
No
| 38,453
| 26
| 205
| 0
|
228,088
|
Female
| 45
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 40,506
| 26
| 106
| 0
|
134,763
|
Female
| 21
| 1
| 33
| 1
|
< 1 Year
|
No
| 36,419
| 152
| 72
| 0
|
377,115
|
Male
| 58
| 1
| 23
| 0
|
1-2 Year
|
Yes
| 35,961
| 124
| 84
| 0
|
6,445
|
Male
| 56
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 31,415
| 124
| 240
| 1
|
275,678
|
Male
| 44
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 43,965
| 124
| 249
| 0
|
93,592
|
Female
| 24
| 1
| 28
| 0
|
< 1 Year
|
No
| 22,499
| 152
| 179
| 0
|
184,244
|
Female
| 43
| 1
| 17
| 1
|
1-2 Year
|
No
| 49,874
| 124
| 239
| 0
|
6,406
|
Male
| 59
| 1
| 3
| 0
|
1-2 Year
|
No
| 31,910
| 124
| 271
| 0
|
270,398
|
Male
| 22
| 1
| 26
| 1
|
< 1 Year
|
No
| 30,033
| 152
| 56
| 0
|
483,034
|
Male
| 76
| 1
| 28
| 1
|
1-2 Year
|
No
| 36,743
| 122
| 83
| 0
|
193,794
|
Male
| 23
| 1
| 50
| 1
|
< 1 Year
|
No
| 2,630
| 151
| 47
| 0
|
322,412
|
Male
| 25
| 1
| 41
| 0
|
< 1 Year
|
Yes
| 39,541
| 152
| 149
| 0
|
381,094
|
Female
| 22
| 1
| 28
| 1
|
< 1 Year
|
No
| 59,216
| 152
| 279
| 0
|
51,411
|
Female
| 38
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 157
| 0
|
52,485
|
Female
| 22
| 1
| 36
| 0
|
< 1 Year
|
Yes
| 28,111
| 152
| 100
| 0
|
360,057
|
Female
| 32
| 1
| 18
| 0
|
1-2 Year
|
Yes
| 32,224
| 154
| 91
| 1
|
453,892
|
Male
| 24
| 1
| 35
| 1
|
< 1 Year
|
No
| 39,175
| 152
| 79
| 0
|
139,819
|
Female
| 42
| 1
| 50
| 1
|
1-2 Year
|
No
| 23,874
| 26
| 249
| 0
|
345,423
|
Male
| 26
| 1
| 8
| 1
|
< 1 Year
|
No
| 35,710
| 152
| 139
| 0
|
184,425
|
Female
| 40
| 1
| 14
| 0
|
1-2 Year
|
Yes
| 26,547
| 154
| 151
| 0
|
433,594
|
Female
| 24
| 1
| 6
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 27
| 0
|
21,309
|
Female
| 53
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 80,310
| 124
| 67
| 1
|
448,886
|
Male
| 58
| 1
| 8
| 1
|
1-2 Year
|
No
| 28,330
| 4
| 230
| 0
|
427,209
|
Male
| 45
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 53,850
| 26
| 119
| 1
|
155,639
|
Female
| 51
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 2,630
| 163
| 20
| 0
|
404,767
|
Male
| 40
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 38,832
| 26
| 158
| 1
|
194,077
|
Female
| 26
| 1
| 41
| 1
|
< 1 Year
|
No
| 40,846
| 152
| 33
| 0
|
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