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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
139,230
|
Female
| 36
| 1
| 6
| 1
|
1-2 Year
|
No
| 26,320
| 152
| 224
| 0
|
276,117
|
Male
| 47
| 1
| 11
| 1
|
1-2 Year
|
No
| 2,630
| 124
| 74
| 0
|
482,189
|
Female
| 43
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 37,585
| 26
| 153
| 1
|
270,233
|
Male
| 46
| 1
| 50
| 0
|
1-2 Year
|
Yes
| 38,883
| 124
| 282
| 0
|
106,422
|
Female
| 25
| 1
| 30
| 1
|
< 1 Year
|
No
| 28,256
| 152
| 11
| 0
|
100,982
|
Male
| 21
| 1
| 8
| 0
|
< 1 Year
|
Yes
| 71,333
| 152
| 117
| 0
|
236,031
|
Male
| 38
| 1
| 29
| 0
|
< 1 Year
|
No
| 2,630
| 1
| 167
| 0
|
299,006
|
Male
| 38
| 1
| 50
| 0
|
1-2 Year
|
No
| 37,693
| 65
| 228
| 0
|
65,185
|
Female
| 28
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 2,630
| 156
| 75
| 0
|
382,263
|
Female
| 58
| 1
| 28
| 1
|
1-2 Year
|
No
| 2,630
| 122
| 111
| 0
|
174,936
|
Male
| 67
| 1
| 38
| 0
|
1-2 Year
|
Yes
| 25,924
| 124
| 144
| 1
|
127,388
|
Male
| 75
| 1
| 28
| 1
|
1-2 Year
|
No
| 52,768
| 13
| 288
| 0
|
36,190
|
Male
| 26
| 1
| 41
| 1
|
< 1 Year
|
No
| 25,910
| 152
| 98
| 0
|
285,867
|
Male
| 24
| 1
| 8
| 0
|
< 1 Year
|
Yes
| 2,630
| 152
| 21
| 0
|
354,545
|
Female
| 38
| 1
| 28
| 1
|
1-2 Year
|
No
| 50,136
| 124
| 230
| 0
|
158,977
|
Male
| 25
| 1
| 29
| 1
|
< 1 Year
|
No
| 22,162
| 152
| 50
| 0
|
444,602
|
Female
| 21
| 1
| 9
| 1
|
< 1 Year
|
No
| 34,577
| 152
| 109
| 0
|
99,463
|
Female
| 78
| 1
| 28
| 0
|
1-2 Year
|
No
| 44,327
| 26
| 282
| 0
|
311,886
|
Female
| 52
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 31,333
| 124
| 75
| 1
|
233,095
|
Male
| 21
| 1
| 47
| 0
|
< 1 Year
|
Yes
| 38,276
| 160
| 53
| 0
|
214,851
|
Male
| 26
| 1
| 15
| 0
|
< 1 Year
|
No
| 27,729
| 152
| 242
| 0
|
214,906
|
Female
| 23
| 1
| 8
| 0
|
< 1 Year
|
Yes
| 29,358
| 160
| 254
| 0
|
197,725
|
Male
| 48
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 52,453
| 26
| 198
| 0
|
266,543
|
Female
| 44
| 1
| 50
| 0
|
1-2 Year
|
Yes
| 48,612
| 8
| 254
| 0
|
68,985
|
Female
| 24
| 1
| 50
| 1
|
< 1 Year
|
Yes
| 26,380
| 152
| 47
| 0
|
60,825
|
Female
| 25
| 1
| 33
| 1
|
< 1 Year
|
No
| 41,380
| 152
| 252
| 0
|
272,001
|
Female
| 58
| 1
| 3
| 1
|
1-2 Year
|
No
| 21,122
| 26
| 167
| 0
|
380,247
|
Male
| 72
| 1
| 41
| 1
|
1-2 Year
|
No
| 39,345
| 136
| 86
| 0
|
254,955
|
Male
| 50
| 1
| 36
| 0
|
1-2 Year
|
Yes
| 2,630
| 150
| 121
| 1
|
267,406
|
Male
| 55
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 35,751
| 26
| 121
| 0
|
150,664
|
Male
| 23
| 1
| 41
| 1
|
< 1 Year
|
No
| 26,271
| 160
| 215
| 0
|
142,013
|
Male
| 25
| 1
| 30
| 0
|
< 1 Year
|
Yes
| 26,102
| 152
| 90
| 0
|
278,385
|
Female
| 51
| 1
| 5
| 0
|
1-2 Year
|
No
| 2,630
| 152
| 85
| 0
|
400,872
|
Male
| 23
| 1
| 8
| 1
|
< 1 Year
|
No
| 29,757
| 152
| 276
| 0
|
30,268
|
Female
| 25
| 1
| 41
| 1
|
< 1 Year
|
No
| 35,794
| 152
| 81
| 0
|
253,813
|
Male
| 43
| 1
| 29
| 0
|
> 2 Years
|
Yes
| 2,630
| 156
| 175
| 0
|
17,206
|
Male
| 58
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 42,610
| 26
| 297
| 0
|
80,778
|
Female
| 22
| 1
| 41
| 1
|
< 1 Year
|
Yes
| 44,926
| 152
| 297
| 0
|
467,617
|
Male
| 23
| 1
| 47
| 1
|
< 1 Year
|
No
| 28,862
| 152
| 84
| 0
|
103,518
|
Male
| 31
| 1
| 22
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 298
| 0
|
362,396
|
Female
| 21
| 1
| 2
| 0
|
< 1 Year
|
No
| 23,794
| 160
| 258
| 0
|
145,822
|
Male
| 43
| 1
| 28
| 1
|
1-2 Year
|
No
| 43,914
| 124
| 29
| 0
|
8,555
|
Female
| 26
| 1
| 17
| 1
|
< 1 Year
|
No
| 40,999
| 152
| 179
| 0
|
385,493
|
Female
| 50
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 44,291
| 26
| 34
| 1
|
227,818
|
Female
| 21
| 1
| 8
| 1
|
< 1 Year
|
No
| 30,517
| 160
| 203
| 0
|
56,323
|
Male
| 38
| 1
| 41
| 1
|
1-2 Year
|
No
| 24,283
| 152
| 54
| 0
|
295,547
|
Male
| 22
| 1
| 36
| 0
|
< 1 Year
|
Yes
| 38,840
| 152
| 21
| 0
|
290,435
|
Male
| 43
| 1
| 28
| 1
|
1-2 Year
|
No
| 32,101
| 26
| 136
| 0
|
196,814
|
Female
| 42
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 33,309
| 124
| 203
| 0
|
298,653
|
Female
| 21
| 1
| 15
| 1
|
< 1 Year
|
No
| 31,012
| 160
| 136
| 0
|
84,838
|
Female
| 22
| 1
| 42
| 0
|
< 1 Year
|
Yes
| 28,593
| 152
| 29
| 0
|
189,364
|
Female
| 23
| 1
| 16
| 1
|
< 1 Year
|
No
| 23,933
| 152
| 69
| 0
|
114,564
|
Male
| 22
| 1
| 17
| 1
|
< 1 Year
|
No
| 30,598
| 152
| 287
| 0
|
131,440
|
Male
| 56
| 1
| 20
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 187
| 0
|
104,233
|
Female
| 35
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 32,857
| 156
| 237
| 0
|
135,165
|
Male
| 28
| 1
| 27
| 1
|
< 1 Year
|
No
| 25,855
| 152
| 75
| 0
|
326,895
|
Male
| 48
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 39,284
| 26
| 64
| 0
|
289,747
|
Female
| 46
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 46,038
| 52
| 196
| 0
|
493,687
|
Female
| 23
| 1
| 11
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 157
| 0
|
27,565
|
Male
| 24
| 1
| 15
| 0
|
< 1 Year
|
No
| 2,630
| 152
| 170
| 0
|
370,462
|
Male
| 44
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 36,026
| 124
| 66
| 0
|
193,545
|
Female
| 58
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 47,556
| 26
| 269
| 0
|
444,029
|
Male
| 28
| 1
| 41
| 1
|
< 1 Year
|
No
| 37,863
| 152
| 24
| 0
|
418,271
|
Male
| 43
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 41
| 1
|
152,168
|
Male
| 38
| 1
| 41
| 1
|
1-2 Year
|
No
| 30,937
| 26
| 62
| 0
|
254,116
|
Male
| 42
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 32,753
| 124
| 284
| 0
|
69,473
|
Female
| 59
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 2,630
| 157
| 70
| 1
|
65,849
|
Female
| 24
| 1
| 38
| 1
|
< 1 Year
|
No
| 48,898
| 160
| 181
| 0
|
114,404
|
Female
| 71
| 1
| 28
| 1
|
1-2 Year
|
Yes
| 51,332
| 109
| 106
| 0
|
72,991
|
Male
| 78
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 33,842
| 30
| 119
| 0
|
413,729
|
Male
| 22
| 1
| 41
| 1
|
< 1 Year
|
No
| 22,650
| 152
| 298
| 0
|
377,355
|
Female
| 22
| 1
| 46
| 1
|
< 1 Year
|
No
| 38,721
| 152
| 70
| 0
|
46,487
|
Male
| 24
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 68,352
| 152
| 147
| 0
|
312,659
|
Male
| 21
| 1
| 8
| 1
|
< 1 Year
|
No
| 58,959
| 160
| 206
| 0
|
96,245
|
Male
| 51
| 1
| 17
| 1
|
1-2 Year
|
No
| 44,428
| 124
| 295
| 0
|
254,168
|
Male
| 32
| 1
| 28
| 1
|
< 1 Year
|
No
| 51,619
| 121
| 121
| 0
|
344,276
|
Male
| 54
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 34,720
| 26
| 236
| 1
|
279,143
|
Female
| 56
| 1
| 46
| 1
|
1-2 Year
|
No
| 27,794
| 91
| 23
| 0
|
276,810
|
Female
| 28
| 1
| 15
| 0
|
< 1 Year
|
Yes
| 41,996
| 152
| 222
| 0
|
108,549
|
Male
| 22
| 1
| 37
| 0
|
< 1 Year
|
Yes
| 33,441
| 152
| 242
| 0
|
251,584
|
Female
| 25
| 1
| 40
| 0
|
< 1 Year
|
Yes
| 29,897
| 152
| 152
| 0
|
118,563
|
Female
| 21
| 1
| 33
| 1
|
< 1 Year
|
No
| 33,265
| 152
| 46
| 0
|
356,747
|
Male
| 66
| 1
| 15
| 0
|
1-2 Year
|
No
| 38,506
| 152
| 270
| 0
|
113,657
|
Female
| 23
| 1
| 22
| 0
|
< 1 Year
|
Yes
| 35,470
| 152
| 140
| 0
|
483,922
|
Female
| 26
| 1
| 28
| 1
|
< 1 Year
|
No
| 54,485
| 151
| 42
| 0
|
453,075
|
Female
| 27
| 1
| 46
| 1
|
< 1 Year
|
No
| 23,352
| 152
| 117
| 0
|
85,683
|
Female
| 29
| 1
| 10
| 1
|
< 1 Year
|
No
| 24,074
| 152
| 13
| 0
|
310,287
|
Female
| 25
| 1
| 3
| 1
|
< 1 Year
|
No
| 29,312
| 152
| 114
| 0
|
258,359
|
Female
| 44
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 21,192
| 124
| 144
| 0
|
6,574
|
Female
| 48
| 1
| 8
| 1
|
1-2 Year
|
No
| 36,603
| 26
| 117
| 0
|
7,781
|
Male
| 24
| 1
| 33
| 0
|
< 1 Year
|
No
| 34,261
| 152
| 140
| 0
|
371,501
|
Female
| 50
| 1
| 15
| 0
|
1-2 Year
|
No
| 2,630
| 26
| 14
| 0
|
190,591
|
Female
| 24
| 1
| 2
| 1
|
< 1 Year
|
No
| 24,648
| 160
| 30
| 0
|
367,419
|
Female
| 29
| 1
| 9
| 1
|
< 1 Year
|
No
| 20,294
| 152
| 62
| 0
|
212,672
|
Male
| 20
| 1
| 15
| 0
|
< 1 Year
|
Yes
| 47,259
| 160
| 59
| 0
|
220,725
|
Female
| 49
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 62,576
| 26
| 293
| 0
|
23,872
|
Male
| 64
| 1
| 48
| 1
|
1-2 Year
|
No
| 2,630
| 15
| 76
| 0
|
335,313
|
Female
| 24
| 1
| 15
| 0
|
< 1 Year
|
Yes
| 32,870
| 151
| 129
| 0
|
325,991
|
Male
| 23
| 1
| 2
| 1
|
< 1 Year
|
No
| 41,916
| 152
| 277
| 0
|
233,828
|
Female
| 63
| 1
| 0
| 1
|
1-2 Year
|
No
| 2,630
| 26
| 261
| 0
|
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