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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
425,740
|
Female
| 35
| 1
| 15
| 1
|
1-2 Year
|
No
| 26,344
| 152
| 116
| 0
|
20,183
|
Male
| 63
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 44,382
| 26
| 181
| 0
|
123,454
|
Male
| 22
| 1
| 6
| 1
|
< 1 Year
|
No
| 34,103
| 160
| 195
| 0
|
118,057
|
Female
| 26
| 1
| 32
| 0
|
< 1 Year
|
Yes
| 2,630
| 152
| 220
| 0
|
189,275
|
Male
| 61
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 29,959
| 124
| 278
| 1
|
326,880
|
Male
| 26
| 1
| 45
| 1
|
< 1 Year
|
No
| 27,339
| 152
| 255
| 0
|
372,423
|
Female
| 23
| 1
| 35
| 1
|
< 1 Year
|
No
| 26,252
| 26
| 21
| 0
|
168,921
|
Female
| 29
| 1
| 18
| 0
|
< 1 Year
|
Yes
| 36,700
| 124
| 257
| 1
|
462,816
|
Male
| 57
| 1
| 38
| 0
|
1-2 Year
|
Yes
| 27,317
| 26
| 88
| 1
|
400,771
|
Male
| 36
| 1
| 4
| 0
|
1-2 Year
|
Yes
| 31,753
| 124
| 295
| 1
|
139,153
|
Male
| 24
| 1
| 13
| 0
|
< 1 Year
|
Yes
| 25,013
| 152
| 128
| 0
|
35,662
|
Female
| 60
| 1
| 28
| 1
|
1-2 Year
|
No
| 39,825
| 15
| 160
| 0
|
151,696
|
Male
| 39
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 27,065
| 124
| 27
| 1
|
102,046
|
Male
| 44
| 1
| 28
| 0
|
1-2 Year
|
No
| 2,630
| 124
| 20
| 0
|
163,991
|
Female
| 47
| 1
| 24
| 0
|
1-2 Year
|
Yes
| 36,324
| 156
| 26
| 0
|
310,363
|
Male
| 54
| 1
| 21
| 0
|
1-2 Year
|
Yes
| 2,630
| 157
| 245
| 0
|
95,755
|
Male
| 44
| 1
| 12
| 1
|
1-2 Year
|
No
| 28,091
| 26
| 143
| 0
|
175,446
|
Male
| 50
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 72,382
| 124
| 272
| 0
|
275,781
|
Female
| 36
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 38,571
| 124
| 65
| 1
|
472,371
|
Male
| 26
| 1
| 46
| 1
|
< 1 Year
|
No
| 27,232
| 152
| 266
| 0
|
51,475
|
Female
| 27
| 1
| 33
| 0
|
< 1 Year
|
Yes
| 22,106
| 160
| 232
| 0
|
69,316
|
Female
| 39
| 1
| 28
| 0
|
< 1 Year
|
No
| 2,630
| 1
| 226
| 0
|
397,385
|
Male
| 35
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 26,526
| 124
| 220
| 1
|
450,259
|
Female
| 36
| 1
| 14
| 0
|
1-2 Year
|
Yes
| 30,676
| 154
| 17
| 1
|
483,384
|
Male
| 52
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 26,987
| 26
| 151
| 1
|
121,825
|
Male
| 47
| 1
| 8
| 0
|
1-2 Year
|
No
| 32,942
| 124
| 264
| 1
|
303,425
|
Male
| 24
| 1
| 6
| 0
|
< 1 Year
|
Yes
| 33,832
| 154
| 284
| 0
|
166,623
|
Male
| 21
| 1
| 46
| 1
|
< 1 Year
|
No
| 24,733
| 160
| 38
| 0
|
331,566
|
Female
| 45
| 1
| 8
| 1
|
1-2 Year
|
No
| 38,081
| 4
| 182
| 0
|
181,279
|
Female
| 38
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 37,734
| 26
| 174
| 1
|
185,043
|
Male
| 23
| 1
| 29
| 1
|
< 1 Year
|
No
| 39,212
| 152
| 110
| 0
|
217,823
|
Female
| 27
| 1
| 8
| 0
|
< 1 Year
|
Yes
| 48,026
| 152
| 97
| 0
|
366,801
|
Female
| 54
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 52,570
| 26
| 155
| 0
|
227,546
|
Female
| 59
| 1
| 8
| 1
|
1-2 Year
|
No
| 63,844
| 26
| 126
| 0
|
168,587
|
Female
| 41
| 1
| 15
| 1
|
1-2 Year
|
No
| 46,732
| 14
| 62
| 0
|
289,468
|
Female
| 61
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 37,739
| 26
| 200
| 0
|
236,334
|
Female
| 78
| 1
| 46
| 0
|
> 2 Years
|
Yes
| 30,593
| 124
| 260
| 1
|
447,909
|
Female
| 27
| 1
| 8
| 1
|
< 1 Year
|
No
| 38,235
| 152
| 161
| 0
|
340,964
|
Male
| 45
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 46,461
| 80
| 61
| 0
|
216,035
|
Male
| 61
| 1
| 28
| 1
|
1-2 Year
|
Yes
| 33,223
| 26
| 169
| 0
|
324,994
|
Male
| 44
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 23,897
| 124
| 52
| 1
|
259,171
|
Female
| 23
| 1
| 28
| 1
|
< 1 Year
|
No
| 35,221
| 152
| 135
| 0
|
48,645
|
Male
| 61
| 1
| 4
| 0
|
1-2 Year
|
Yes
| 2,630
| 154
| 173
| 0
|
243,151
|
Female
| 57
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 2,630
| 26
| 38
| 0
|
240,846
|
Male
| 48
| 1
| 3
| 1
|
1-2 Year
|
Yes
| 17,464
| 124
| 273
| 0
|
381,043
|
Female
| 64
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 33,563
| 122
| 73
| 0
|
60,200
|
Female
| 22
| 1
| 15
| 1
|
< 1 Year
|
No
| 31,500
| 152
| 133
| 0
|
107,644
|
Male
| 24
| 1
| 30
| 1
|
< 1 Year
|
No
| 30,804
| 152
| 97
| 0
|
249,194
|
Female
| 41
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 258
| 1
|
280,227
|
Male
| 21
| 1
| 28
| 1
|
< 1 Year
|
No
| 43,672
| 152
| 30
| 0
|
91,472
|
Male
| 68
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 34,132
| 26
| 180
| 0
|
345,175
|
Female
| 24
| 1
| 41
| 1
|
< 1 Year
|
No
| 24,451
| 152
| 80
| 0
|
303,419
|
Male
| 60
| 1
| 2
| 0
|
1-2 Year
|
Yes
| 37,983
| 26
| 127
| 1
|
394,080
|
Female
| 33
| 1
| 43
| 0
|
< 1 Year
|
Yes
| 2,630
| 154
| 90
| 1
|
366,068
|
Female
| 25
| 1
| 45
| 0
|
< 1 Year
|
Yes
| 31,525
| 152
| 91
| 0
|
367,721
|
Male
| 49
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 154
| 117
| 0
|
223,194
|
Female
| 27
| 1
| 40
| 1
|
< 1 Year
|
No
| 26,844
| 152
| 291
| 0
|
483,019
|
Male
| 45
| 1
| 35
| 1
|
1-2 Year
|
No
| 27,327
| 26
| 266
| 0
|
150,142
|
Male
| 42
| 1
| 14
| 0
|
1-2 Year
|
Yes
| 28,690
| 26
| 74
| 0
|
118,856
|
Male
| 30
| 1
| 28
| 1
|
< 1 Year
|
No
| 46,094
| 152
| 80
| 0
|
330,188
|
Male
| 57
| 1
| 28
| 0
|
1-2 Year
|
No
| 54,318
| 26
| 33
| 0
|
350,693
|
Female
| 26
| 1
| 17
| 1
|
< 1 Year
|
No
| 37,894
| 152
| 221
| 0
|
419,456
|
Female
| 40
| 1
| 50
| 1
|
1-2 Year
|
No
| 21,037
| 152
| 109
| 0
|
293,905
|
Male
| 35
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 32,121
| 26
| 12
| 0
|
94,327
|
Male
| 34
| 1
| 17
| 0
|
1-2 Year
|
Yes
| 48,998
| 26
| 230
| 0
|
154,086
|
Female
| 33
| 1
| 43
| 0
|
1-2 Year
|
Yes
| 27,305
| 124
| 237
| 1
|
402,615
|
Male
| 23
| 1
| 33
| 1
|
< 1 Year
|
No
| 35,775
| 152
| 250
| 0
|
15,642
|
Female
| 50
| 1
| 8
| 0
|
1-2 Year
|
No
| 57,589
| 26
| 214
| 0
|
197,328
|
Female
| 52
| 1
| 24
| 1
|
1-2 Year
|
No
| 2,630
| 145
| 137
| 0
|
350,520
|
Male
| 25
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 30,026
| 152
| 10
| 1
|
314,945
|
Female
| 38
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 44,633
| 26
| 86
| 1
|
117,960
|
Female
| 46
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 47,942
| 124
| 37
| 0
|
369,599
|
Female
| 49
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 143
| 0
|
95,117
|
Female
| 51
| 1
| 29
| 1
|
1-2 Year
|
No
| 32,731
| 135
| 147
| 0
|
174,484
|
Male
| 26
| 1
| 33
| 1
|
< 1 Year
|
No
| 23,586
| 152
| 292
| 0
|
335,711
|
Male
| 47
| 1
| 3
| 0
|
1-2 Year
|
Yes
| 38,128
| 26
| 92
| 0
|
242,964
|
Male
| 23
| 1
| 30
| 1
|
< 1 Year
|
No
| 26,774
| 152
| 191
| 0
|
251,134
|
Male
| 48
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 30,997
| 26
| 151
| 1
|
252,777
|
Female
| 20
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 2,630
| 163
| 82
| 0
|
333,422
|
Male
| 71
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 40,824
| 26
| 188
| 1
|
374,299
|
Female
| 31
| 1
| 29
| 0
|
< 1 Year
|
No
| 37,090
| 26
| 37
| 1
|
18,436
|
Male
| 65
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 62,123
| 26
| 210
| 0
|
245,001
|
Female
| 54
| 1
| 21
| 1
|
1-2 Year
|
No
| 27,243
| 124
| 247
| 0
|
291,249
|
Male
| 26
| 1
| 11
| 1
|
< 1 Year
|
No
| 23,754
| 152
| 88
| 0
|
24,581
|
Male
| 59
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 30,930
| 26
| 167
| 0
|
131,799
|
Male
| 57
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 2,630
| 124
| 297
| 1
|
212,463
|
Female
| 24
| 1
| 28
| 1
|
< 1 Year
|
No
| 36,359
| 152
| 143
| 0
|
382,110
|
Female
| 23
| 1
| 46
| 1
|
< 1 Year
|
No
| 35,868
| 152
| 269
| 0
|
495,102
|
Male
| 27
| 1
| 21
| 1
|
< 1 Year
|
No
| 25,396
| 152
| 78
| 0
|
417,429
|
Male
| 55
| 1
| 38
| 0
|
1-2 Year
|
Yes
| 28,675
| 124
| 201
| 1
|
193,139
|
Female
| 32
| 1
| 8
| 1
|
< 1 Year
|
No
| 29,404
| 152
| 266
| 0
|
140,200
|
Female
| 69
| 1
| 28
| 1
|
1-2 Year
|
No
| 44,862
| 26
| 32
| 0
|
2,522
|
Female
| 24
| 1
| 36
| 1
|
< 1 Year
|
No
| 34,149
| 152
| 241
| 0
|
298,986
|
Male
| 54
| 1
| 14
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 220
| 1
|
44,762
|
Male
| 40
| 1
| 14
| 0
|
1-2 Year
|
No
| 28,545
| 26
| 187
| 0
|
171,399
|
Male
| 30
| 1
| 35
| 0
|
1-2 Year
|
Yes
| 29,726
| 124
| 296
| 0
|
364,585
|
Female
| 28
| 1
| 28
| 1
|
< 1 Year
|
No
| 29,856
| 152
| 38
| 0
|
87,380
|
Male
| 38
| 1
| 28
| 1
|
1-2 Year
|
No
| 32,013
| 152
| 119
| 0
|
374,526
|
Male
| 24
| 1
| 15
| 0
|
< 1 Year
|
Yes
| 29,589
| 152
| 246
| 1
|
47,174
|
Male
| 22
| 1
| 28
| 1
|
< 1 Year
|
No
| 44,000
| 152
| 229
| 0
|
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