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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
129,891
|
Female
| 47
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 35,001
| 124
| 75
| 0
|
211,347
|
Male
| 43
| 1
| 8
| 0
|
1-2 Year
|
No
| 34,012
| 160
| 155
| 0
|
14,739
|
Male
| 43
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 35,500
| 124
| 175
| 1
|
47,670
|
Female
| 22
| 1
| 35
| 1
|
< 1 Year
|
No
| 53,225
| 160
| 183
| 0
|
269,994
|
Male
| 26
| 1
| 10
| 0
|
< 1 Year
|
Yes
| 35,459
| 152
| 259
| 0
|
496,568
|
Female
| 23
| 1
| 28
| 1
|
< 1 Year
|
No
| 31,226
| 152
| 130
| 0
|
289,132
|
Male
| 21
| 1
| 35
| 0
|
< 1 Year
|
Yes
| 2,630
| 160
| 101
| 0
|
329,573
|
Male
| 45
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 23,981
| 26
| 14
| 0
|
252,937
|
Female
| 23
| 1
| 12
| 1
|
< 1 Year
|
No
| 26,336
| 152
| 295
| 0
|
307,990
|
Male
| 40
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 24,119
| 128
| 56
| 0
|
412,078
|
Male
| 39
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 50,877
| 13
| 206
| 1
|
439,337
|
Female
| 27
| 1
| 8
| 1
|
< 1 Year
|
No
| 41,455
| 152
| 151
| 0
|
40,852
|
Female
| 25
| 1
| 32
| 1
|
< 1 Year
|
No
| 31,070
| 152
| 219
| 0
|
104,415
|
Female
| 42
| 1
| 22
| 1
|
1-2 Year
|
No
| 23,975
| 26
| 160
| 0
|
429,381
|
Male
| 37
| 1
| 33
| 0
|
1-2 Year
|
Yes
| 36,912
| 124
| 143
| 1
|
343,461
|
Female
| 50
| 1
| 15
| 0
|
1-2 Year
|
Yes
| 30,494
| 26
| 146
| 0
|
42,361
|
Female
| 24
| 1
| 8
| 1
|
< 1 Year
|
No
| 33,923
| 152
| 164
| 0
|
86,166
|
Male
| 25
| 1
| 45
| 0
|
< 1 Year
|
Yes
| 54,828
| 152
| 40
| 0
|
450,758
|
Male
| 46
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 49,619
| 124
| 17
| 1
|
451,282
|
Female
| 48
| 1
| 29
| 0
|
1-2 Year
|
Yes
| 2,630
| 157
| 58
| 1
|
290,934
|
Female
| 26
| 1
| 10
| 0
|
< 1 Year
|
Yes
| 26,362
| 152
| 267
| 0
|
402,573
|
Female
| 48
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 29,225
| 26
| 19
| 1
|
156,194
|
Male
| 41
| 1
| 15
| 0
|
1-2 Year
|
Yes
| 2,630
| 152
| 103
| 0
|
47,659
|
Female
| 29
| 1
| 41
| 1
|
< 1 Year
|
No
| 22,407
| 152
| 292
| 0
|
499,251
|
Male
| 38
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 37,222
| 124
| 62
| 1
|
201,240
|
Female
| 50
| 1
| 1
| 0
|
> 2 Years
|
Yes
| 2,630
| 157
| 102
| 0
|
32,333
|
Male
| 24
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 45,263
| 152
| 41
| 0
|
157,005
|
Male
| 27
| 1
| 35
| 1
|
1-2 Year
|
Yes
| 2,630
| 156
| 177
| 0
|
55,725
|
Male
| 28
| 1
| 13
| 1
|
< 1 Year
|
No
| 26,411
| 152
| 282
| 0
|
124,310
|
Male
| 22
| 1
| 29
| 1
|
< 1 Year
|
No
| 28,646
| 152
| 266
| 0
|
180,321
|
Male
| 36
| 1
| 28
| 1
|
1-2 Year
|
No
| 32,399
| 37
| 296
| 0
|
475,404
|
Female
| 23
| 1
| 50
| 1
|
< 1 Year
|
No
| 38,619
| 152
| 266
| 0
|
471,850
|
Male
| 22
| 1
| 26
| 1
|
< 1 Year
|
No
| 29,217
| 152
| 115
| 0
|
352,060
|
Male
| 50
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 49,336
| 124
| 90
| 1
|
47,878
|
Female
| 43
| 1
| 50
| 0
|
1-2 Year
|
Yes
| 27,007
| 8
| 216
| 0
|
96,053
|
Male
| 22
| 1
| 29
| 1
|
< 1 Year
|
No
| 41,460
| 152
| 212
| 0
|
370,177
|
Male
| 52
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 50,784
| 124
| 234
| 1
|
333,822
|
Female
| 36
| 1
| 50
| 1
|
1-2 Year
|
No
| 34,519
| 124
| 295
| 0
|
85,328
|
Male
| 64
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 40,741
| 116
| 221
| 0
|
70,442
|
Female
| 75
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 42,376
| 124
| 258
| 0
|
350,710
|
Female
| 37
| 1
| 28
| 0
|
1-2 Year
|
No
| 49,418
| 124
| 111
| 0
|
249,182
|
Male
| 60
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 43,803
| 26
| 288
| 0
|
493,552
|
Male
| 31
| 1
| 28
| 1
|
< 1 Year
|
No
| 41,442
| 152
| 293
| 0
|
295,970
|
Female
| 78
| 1
| 28
| 1
|
1-2 Year
|
No
| 23,046
| 26
| 118
| 0
|
183,171
|
Male
| 22
| 1
| 41
| 1
|
< 1 Year
|
No
| 35,102
| 152
| 218
| 0
|
276,562
|
Male
| 32
| 1
| 6
| 0
|
1-2 Year
|
No
| 22,534
| 124
| 184
| 0
|
152,795
|
Female
| 25
| 1
| 11
| 1
|
< 1 Year
|
No
| 22,732
| 152
| 296
| 0
|
393,223
|
Male
| 44
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 19
| 1
|
334,308
|
Female
| 22
| 1
| 11
| 1
|
< 1 Year
|
No
| 27,509
| 152
| 299
| 0
|
204,943
|
Male
| 26
| 1
| 29
| 1
|
< 1 Year
|
No
| 71,907
| 152
| 36
| 0
|
50,428
|
Female
| 31
| 1
| 15
| 0
|
1-2 Year
|
Yes
| 2,630
| 154
| 46
| 0
|
286,773
|
Male
| 52
| 1
| 32
| 0
|
1-2 Year
|
No
| 31,160
| 26
| 104
| 0
|
88,599
|
Male
| 50
| 1
| 37
| 1
|
1-2 Year
|
No
| 36,799
| 26
| 49
| 0
|
121,479
|
Male
| 42
| 1
| 20
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 74
| 0
|
110,219
|
Female
| 33
| 1
| 37
| 0
|
1-2 Year
|
Yes
| 2,630
| 155
| 26
| 1
|
102,603
|
Male
| 22
| 1
| 49
| 0
|
< 1 Year
|
No
| 41,571
| 152
| 210
| 0
|
484,805
|
Female
| 27
| 1
| 15
| 1
|
< 1 Year
|
No
| 41,327
| 152
| 140
| 0
|
267,521
|
Female
| 22
| 1
| 2
| 0
|
< 1 Year
|
No
| 30,170
| 152
| 285
| 0
|
26,073
|
Male
| 32
| 1
| 28
| 1
|
1-2 Year
|
No
| 37,225
| 55
| 135
| 0
|
286,101
|
Male
| 47
| 1
| 12
| 1
|
1-2 Year
|
No
| 29,205
| 124
| 249
| 0
|
211,361
|
Female
| 48
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 40,088
| 124
| 288
| 1
|
402,109
|
Female
| 51
| 1
| 50
| 1
|
1-2 Year
|
No
| 25,514
| 8
| 200
| 0
|
38,908
|
Female
| 34
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 40,061
| 157
| 94
| 1
|
43,883
|
Male
| 26
| 1
| 14
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 210
| 0
|
291,406
|
Male
| 51
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 38,777
| 26
| 154
| 1
|
280,345
|
Female
| 24
| 1
| 50
| 0
|
< 1 Year
|
Yes
| 68,868
| 152
| 113
| 0
|
118,806
|
Female
| 36
| 1
| 3
| 0
|
1-2 Year
|
Yes
| 29,489
| 124
| 292
| 1
|
205,326
|
Male
| 23
| 1
| 8
| 1
|
< 1 Year
|
No
| 64,169
| 152
| 67
| 0
|
149,952
|
Male
| 37
| 1
| 13
| 0
|
1-2 Year
|
Yes
| 2,630
| 154
| 281
| 1
|
159,505
|
Male
| 42
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 45,438
| 124
| 228
| 1
|
22,013
|
Male
| 64
| 1
| 6
| 0
|
1-2 Year
|
Yes
| 20,269
| 26
| 248
| 0
|
214,505
|
Male
| 62
| 1
| 0
| 0
|
> 2 Years
|
Yes
| 2,630
| 122
| 186
| 0
|
28,237
|
Female
| 24
| 1
| 28
| 1
|
< 1 Year
|
No
| 37,682
| 152
| 181
| 0
|
322,147
|
Female
| 77
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 48,242
| 122
| 150
| 0
|
191,067
|
Female
| 73
| 1
| 33
| 0
|
1-2 Year
|
Yes
| 24,658
| 26
| 201
| 0
|
366,455
|
Male
| 36
| 1
| 50
| 0
|
1-2 Year
|
Yes
| 41,444
| 152
| 62
| 0
|
5,422
|
Male
| 26
| 1
| 28
| 1
|
< 1 Year
|
No
| 131,469
| 152
| 18
| 0
|
299,355
|
Female
| 29
| 1
| 18
| 1
|
< 1 Year
|
No
| 23,828
| 152
| 190
| 0
|
19,658
|
Female
| 40
| 1
| 28
| 0
|
1-2 Year
|
No
| 23,832
| 124
| 100
| 0
|
370,337
|
Female
| 33
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 287
| 0
|
108,080
|
Male
| 55
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 31,720
| 26
| 91
| 0
|
461,001
|
Female
| 76
| 1
| 8
| 1
|
1-2 Year
|
No
| 46,256
| 7
| 120
| 0
|
61,537
|
Female
| 41
| 1
| 11
| 0
|
1-2 Year
|
Yes
| 30,422
| 154
| 212
| 1
|
302,472
|
Male
| 47
| 1
| 8
| 1
|
1-2 Year
|
No
| 33,653
| 124
| 198
| 0
|
296,821
|
Female
| 45
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 40,236
| 124
| 163
| 0
|
159,028
|
Female
| 41
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 41,746
| 26
| 236
| 1
|
358,894
|
Female
| 37
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 35,332
| 26
| 84
| 0
|
424,982
|
Female
| 25
| 1
| 8
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 89
| 0
|
217,083
|
Female
| 47
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 30,420
| 124
| 239
| 0
|
305,161
|
Female
| 22
| 1
| 8
| 1
|
< 1 Year
|
No
| 50,640
| 152
| 293
| 0
|
442,030
|
Male
| 46
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 44,623
| 124
| 258
| 1
|
380,347
|
Female
| 22
| 1
| 32
| 1
|
< 1 Year
|
No
| 32,812
| 152
| 33
| 0
|
55,674
|
Female
| 29
| 1
| 23
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 146
| 0
|
291,116
|
Female
| 21
| 1
| 15
| 1
|
< 1 Year
|
No
| 28,791
| 160
| 179
| 0
|
83,405
|
Male
| 35
| 1
| 45
| 1
|
1-2 Year
|
No
| 44,306
| 152
| 22
| 0
|
198,790
|
Female
| 21
| 1
| 49
| 0
|
< 1 Year
|
Yes
| 21,349
| 152
| 210
| 1
|
28,459
|
Male
| 29
| 1
| 28
| 1
|
< 1 Year
|
No
| 49,025
| 152
| 86
| 0
|
487,099
|
Male
| 49
| 1
| 25
| 1
|
1-2 Year
|
No
| 33,400
| 26
| 74
| 0
|
316,049
|
Male
| 65
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 51,491
| 26
| 262
| 0
|
166,129
|
Female
| 63
| 1
| 40
| 0
|
1-2 Year
|
Yes
| 34,881
| 26
| 213
| 0
|
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