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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
396,631
|
Female
| 32
| 1
| 41
| 1
|
< 1 Year
|
No
| 52,998
| 152
| 158
| 0
|
72,572
|
Male
| 24
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 53,925
| 26
| 218
| 0
|
248,835
|
Male
| 69
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 48,858
| 26
| 218
| 0
|
40,297
|
Male
| 28
| 1
| 28
| 1
|
< 1 Year
|
No
| 29,236
| 152
| 13
| 0
|
373,118
|
Female
| 35
| 1
| 30
| 1
|
1-2 Year
|
No
| 2,630
| 151
| 15
| 0
|
333,210
|
Female
| 21
| 1
| 46
| 0
|
< 1 Year
|
Yes
| 30,428
| 152
| 224
| 0
|
413,676
|
Female
| 69
| 1
| 28
| 1
|
1-2 Year
|
No
| 51,502
| 152
| 238
| 0
|
332,911
|
Male
| 62
| 1
| 49
| 1
|
1-2 Year
|
No
| 32,036
| 124
| 68
| 0
|
279,428
|
Female
| 41
| 1
| 8
| 1
|
1-2 Year
|
No
| 38,230
| 124
| 206
| 0
|
33,701
|
Male
| 53
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 40,998
| 163
| 167
| 0
|
321,968
|
Female
| 60
| 1
| 28
| 1
|
1-2 Year
|
Yes
| 41,546
| 124
| 31
| 0
|
9,522
|
Male
| 44
| 1
| 8
| 0
|
1-2 Year
|
No
| 33,349
| 124
| 60
| 0
|
296,610
|
Male
| 46
| 1
| 21
| 0
|
1-2 Year
|
Yes
| 25,186
| 124
| 13
| 0
|
338,877
|
Male
| 38
| 1
| 14
| 0
|
1-2 Year
|
Yes
| 2,630
| 157
| 53
| 1
|
166,785
|
Male
| 49
| 1
| 18
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 118
| 0
|
68,869
|
Male
| 54
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 29,422
| 124
| 64
| 0
|
72,876
|
Female
| 42
| 1
| 8
| 1
|
1-2 Year
|
No
| 47,762
| 7
| 67
| 0
|
333,081
|
Female
| 23
| 1
| 28
| 1
|
< 1 Year
|
No
| 26,459
| 152
| 67
| 0
|
54,389
|
Female
| 27
| 1
| 13
| 0
|
< 1 Year
|
Yes
| 33,125
| 152
| 28
| 0
|
20,641
|
Male
| 55
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 39,020
| 61
| 37
| 0
|
183,908
|
Female
| 26
| 1
| 15
| 0
|
< 1 Year
|
Yes
| 2,630
| 160
| 241
| 0
|
254,247
|
Male
| 75
| 1
| 50
| 0
|
1-2 Year
|
No
| 31,477
| 8
| 19
| 0
|
138,521
|
Male
| 75
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 39,008
| 122
| 152
| 0
|
291,371
|
Male
| 38
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 55,078
| 26
| 97
| 1
|
131,656
|
Female
| 45
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 30,500
| 26
| 140
| 0
|
175,344
|
Female
| 27
| 1
| 9
| 1
|
< 1 Year
|
No
| 25,114
| 160
| 195
| 0
|
48,609
|
Male
| 29
| 1
| 28
| 1
|
< 1 Year
|
No
| 29,580
| 152
| 229
| 0
|
334,070
|
Female
| 56
| 1
| 9
| 0
|
1-2 Year
|
Yes
| 40,955
| 124
| 23
| 0
|
161,261
|
Male
| 25
| 1
| 6
| 1
|
< 1 Year
|
No
| 15,111
| 152
| 286
| 0
|
457,944
|
Female
| 24
| 1
| 51
| 1
|
< 1 Year
|
No
| 43,778
| 152
| 167
| 0
|
204,626
|
Male
| 25
| 1
| 15
| 0
|
< 1 Year
|
Yes
| 2,630
| 152
| 128
| 0
|
247,300
|
Male
| 55
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 45,671
| 19
| 203
| 0
|
157,638
|
Male
| 26
| 1
| 50
| 0
|
< 1 Year
|
Yes
| 52,597
| 124
| 70
| 0
|
263,146
|
Male
| 40
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 45,730
| 124
| 83
| 0
|
319,402
|
Female
| 43
| 1
| 8
| 1
|
1-2 Year
|
No
| 31,840
| 124
| 46
| 0
|
201,316
|
Male
| 59
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 37,726
| 26
| 182
| 1
|
218,124
|
Male
| 43
| 1
| 15
| 1
|
1-2 Year
|
No
| 31,177
| 14
| 139
| 0
|
105,886
|
Male
| 60
| 1
| 40
| 1
|
1-2 Year
|
No
| 2,630
| 16
| 108
| 0
|
497,953
|
Male
| 42
| 1
| 18
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 268
| 1
|
100,682
|
Female
| 28
| 1
| 23
| 0
|
< 1 Year
|
Yes
| 50,371
| 152
| 178
| 0
|
105,625
|
Female
| 22
| 1
| 15
| 0
|
< 1 Year
|
Yes
| 30,158
| 152
| 105
| 0
|
194,191
|
Male
| 43
| 1
| 28
| 0
|
1-2 Year
|
No
| 25,227
| 59
| 212
| 0
|
316,320
|
Male
| 23
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 41,562
| 151
| 34
| 0
|
464,981
|
Male
| 61
| 1
| 11
| 1
|
1-2 Year
|
No
| 34,964
| 26
| 185
| 0
|
244,923
|
Female
| 33
| 1
| 8
| 1
|
< 1 Year
|
No
| 46,556
| 152
| 48
| 0
|
193,960
|
Male
| 22
| 1
| 30
| 1
|
< 1 Year
|
No
| 29,705
| 152
| 50
| 0
|
52,072
|
Female
| 46
| 1
| 24
| 0
|
1-2 Year
|
Yes
| 38,232
| 26
| 99
| 1
|
397,475
|
Male
| 61
| 1
| 28
| 1
|
1-2 Year
|
No
| 28,693
| 26
| 227
| 0
|
50,649
|
Male
| 52
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 46,785
| 26
| 56
| 0
|
227,003
|
Female
| 31
| 1
| 41
| 1
|
< 1 Year
|
No
| 43,234
| 152
| 84
| 0
|
386,397
|
Male
| 24
| 1
| 8
| 1
|
< 1 Year
|
No
| 39,989
| 152
| 273
| 0
|
360,339
|
Male
| 47
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 28,933
| 154
| 140
| 1
|
342,873
|
Female
| 29
| 1
| 21
| 1
|
< 1 Year
|
No
| 28,905
| 152
| 95
| 0
|
244,853
|
Male
| 47
| 1
| 33
| 1
|
1-2 Year
|
Yes
| 34,010
| 124
| 148
| 0
|
333,775
|
Male
| 44
| 1
| 15
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 87
| 0
|
135,580
|
Female
| 25
| 1
| 50
| 1
|
< 1 Year
|
No
| 32,888
| 152
| 133
| 0
|
150,804
|
Male
| 45
| 1
| 39
| 0
|
1-2 Year
|
Yes
| 41,609
| 26
| 130
| 0
|
366,273
|
Female
| 20
| 1
| 15
| 0
|
< 1 Year
|
Yes
| 34,185
| 160
| 164
| 0
|
143,224
|
Female
| 31
| 1
| 28
| 1
|
< 1 Year
|
No
| 34,651
| 152
| 173
| 0
|
416,429
|
Female
| 28
| 1
| 47
| 1
|
< 1 Year
|
No
| 34,916
| 152
| 81
| 0
|
11,835
|
Male
| 33
| 1
| 11
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 109
| 0
|
389,724
|
Female
| 24
| 1
| 8
| 1
|
< 1 Year
|
No
| 32,205
| 152
| 133
| 0
|
323,548
|
Male
| 30
| 1
| 2
| 0
|
1-2 Year
|
Yes
| 36,898
| 124
| 82
| 1
|
207,567
|
Male
| 67
| 1
| 13
| 0
|
1-2 Year
|
Yes
| 23,069
| 26
| 27
| 0
|
251,075
|
Male
| 72
| 1
| 3
| 0
|
1-2 Year
|
Yes
| 23,098
| 26
| 216
| 0
|
259,476
|
Male
| 21
| 1
| 46
| 1
|
< 1 Year
|
No
| 35,895
| 152
| 234
| 0
|
177,780
|
Male
| 23
| 1
| 18
| 1
|
< 1 Year
|
No
| 76,448
| 152
| 129
| 0
|
420,937
|
Male
| 39
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 25,485
| 124
| 255
| 1
|
343,484
|
Male
| 74
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 57,583
| 124
| 293
| 0
|
68,833
|
Male
| 47
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 147
| 0
|
432,082
|
Male
| 24
| 1
| 46
| 1
|
< 1 Year
|
No
| 17,225
| 152
| 275
| 0
|
72,584
|
Female
| 41
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 34,009
| 61
| 92
| 0
|
251,991
|
Female
| 23
| 1
| 11
| 1
|
< 1 Year
|
No
| 38,164
| 152
| 164
| 0
|
506,442
|
Female
| 45
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 35,896
| 26
| 245
| 1
|
41,920
|
Male
| 21
| 1
| 49
| 0
|
< 1 Year
|
Yes
| 37,709
| 152
| 221
| 0
|
45,297
|
Female
| 48
| 1
| 41
| 1
|
1-2 Year
|
No
| 28,367
| 124
| 118
| 0
|
41,550
|
Female
| 26
| 1
| 8
| 0
|
< 1 Year
|
Yes
| 2,630
| 7
| 216
| 0
|
125,348
|
Female
| 22
| 1
| 34
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 123
| 0
|
377,996
|
Female
| 24
| 1
| 3
| 1
|
< 1 Year
|
No
| 22,967
| 152
| 181
| 0
|
369,332
|
Female
| 25
| 1
| 43
| 1
|
< 1 Year
|
No
| 21,040
| 152
| 201
| 0
|
437,629
|
Female
| 47
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 24,838
| 26
| 241
| 1
|
58,838
|
Female
| 57
| 1
| 14
| 1
|
1-2 Year
|
No
| 28,859
| 25
| 74
| 0
|
157,137
|
Male
| 46
| 1
| 30
| 1
|
1-2 Year
|
No
| 11,882
| 152
| 168
| 0
|
211,384
|
Male
| 33
| 1
| 47
| 0
|
1-2 Year
|
No
| 41,654
| 154
| 11
| 0
|
403,513
|
Male
| 33
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 40,536
| 26
| 280
| 1
|
489,563
|
Male
| 41
| 1
| 45
| 0
|
1-2 Year
|
Yes
| 36,284
| 26
| 34
| 1
|
220,384
|
Female
| 24
| 1
| 2
| 1
|
< 1 Year
|
No
| 29,294
| 152
| 221
| 0
|
332,593
|
Male
| 43
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 30,683
| 124
| 160
| 0
|
170,964
|
Male
| 33
| 1
| 50
| 1
|
< 1 Year
|
No
| 37,183
| 152
| 135
| 0
|
484,817
|
Male
| 39
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 53,958
| 124
| 208
| 1
|
200,195
|
Female
| 27
| 1
| 35
| 1
|
< 1 Year
|
No
| 29,338
| 152
| 64
| 0
|
415,743
|
Male
| 33
| 1
| 30
| 1
|
< 1 Year
|
No
| 24,737
| 152
| 18
| 0
|
142,348
|
Male
| 27
| 1
| 28
| 1
|
< 1 Year
|
No
| 37,762
| 152
| 21
| 0
|
27,867
|
Male
| 57
| 1
| 17
| 1
|
1-2 Year
|
No
| 41,212
| 124
| 55
| 0
|
91,378
|
Male
| 45
| 1
| 3
| 1
|
1-2 Year
|
No
| 29,967
| 124
| 248
| 0
|
309,285
|
Male
| 20
| 1
| 6
| 1
|
< 1 Year
|
No
| 25,535
| 160
| 269
| 0
|
85,421
|
Male
| 29
| 1
| 3
| 1
|
< 1 Year
|
No
| 26,307
| 152
| 123
| 0
|
453,756
|
Female
| 23
| 1
| 11
| 1
|
< 1 Year
|
No
| 2,630
| 26
| 23
| 0
|
378,364
|
Male
| 48
| 1
| 28
| 1
|
1-2 Year
|
No
| 30,883
| 26
| 186
| 0
|
88,587
|
Male
| 53
| 1
| 20
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 218
| 0
|
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