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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
330,392
|
Male
| 71
| 1
| 11
| 1
|
1-2 Year
|
No
| 33,808
| 124
| 218
| 0
|
289,666
|
Male
| 28
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 45,137
| 124
| 200
| 0
|
78,842
|
Male
| 21
| 1
| 6
| 0
|
< 1 Year
|
Yes
| 23,300
| 152
| 195
| 0
|
153,605
|
Male
| 40
| 1
| 28
| 1
|
1-2 Year
|
No
| 43,793
| 26
| 149
| 0
|
210,472
|
Male
| 27
| 1
| 30
| 0
|
< 1 Year
|
Yes
| 28,257
| 152
| 277
| 0
|
108,473
|
Female
| 47
| 1
| 36
| 0
|
1-2 Year
|
Yes
| 49,009
| 124
| 245
| 0
|
174,433
|
Female
| 70
| 1
| 28
| 1
|
1-2 Year
|
No
| 52,009
| 26
| 218
| 0
|
258,178
|
Male
| 25
| 1
| 46
| 0
|
< 1 Year
|
Yes
| 26,661
| 152
| 14
| 0
|
474,300
|
Female
| 24
| 1
| 45
| 1
|
< 1 Year
|
No
| 19,752
| 152
| 31
| 0
|
219,343
|
Female
| 37
| 1
| 48
| 1
|
1-2 Year
|
No
| 2,630
| 120
| 254
| 0
|
24,728
|
Male
| 42
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 48,598
| 122
| 216
| 1
|
121,295
|
Male
| 49
| 1
| 3
| 0
|
1-2 Year
|
Yes
| 41,061
| 124
| 160
| 0
|
115,297
|
Female
| 56
| 1
| 31
| 0
|
1-2 Year
|
Yes
| 2,630
| 98
| 181
| 0
|
347,644
|
Male
| 22
| 1
| 15
| 0
|
< 1 Year
|
No
| 2,630
| 152
| 280
| 0
|
163,472
|
Male
| 41
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 27,482
| 26
| 57
| 1
|
260,355
|
Female
| 40
| 1
| 15
| 1
|
1-2 Year
|
No
| 33,375
| 26
| 261
| 0
|
337,884
|
Male
| 42
| 1
| 28
| 1
|
1-2 Year
|
No
| 42,720
| 26
| 297
| 0
|
23,406
|
Female
| 33
| 1
| 28
| 1
|
< 1 Year
|
No
| 44,292
| 152
| 257
| 0
|
161,113
|
Female
| 29
| 1
| 8
| 1
|
< 1 Year
|
No
| 31,623
| 152
| 290
| 0
|
27,541
|
Male
| 22
| 1
| 8
| 0
|
< 1 Year
|
No
| 39,197
| 152
| 194
| 0
|
234,288
|
Male
| 20
| 1
| 2
| 0
|
< 1 Year
|
Yes
| 27,527
| 160
| 78
| 0
|
321,917
|
Male
| 52
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 39,434
| 26
| 31
| 0
|
365,060
|
Male
| 43
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 37,717
| 124
| 117
| 0
|
24,964
|
Male
| 48
| 1
| 36
| 0
|
> 2 Years
|
Yes
| 32,735
| 124
| 82
| 0
|
47,653
|
Male
| 30
| 1
| 29
| 1
|
< 1 Year
|
No
| 23,762
| 152
| 152
| 0
|
152,488
|
Male
| 44
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 46,423
| 26
| 249
| 1
|
327,754
|
Male
| 26
| 1
| 18
| 0
|
< 1 Year
|
Yes
| 28,103
| 152
| 66
| 0
|
223,805
|
Male
| 35
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 51,939
| 124
| 46
| 1
|
186,395
|
Male
| 27
| 1
| 37
| 1
|
< 1 Year
|
No
| 34,810
| 152
| 136
| 0
|
58,577
|
Male
| 52
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 29,009
| 26
| 163
| 0
|
89,325
|
Female
| 24
| 1
| 30
| 1
|
< 1 Year
|
No
| 25,120
| 152
| 179
| 0
|
331,473
|
Female
| 40
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 43,733
| 124
| 277
| 1
|
240,223
|
Female
| 25
| 1
| 47
| 1
|
< 1 Year
|
No
| 34,060
| 152
| 64
| 0
|
91,771
|
Male
| 44
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 38,777
| 26
| 284
| 1
|
204,957
|
Male
| 40
| 1
| 28
| 0
|
1-2 Year
|
No
| 49,337
| 26
| 67
| 0
|
423,891
|
Female
| 23
| 1
| 27
| 1
|
< 1 Year
|
No
| 30,735
| 152
| 77
| 0
|
197,001
|
Female
| 43
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 30,081
| 124
| 210
| 1
|
368,205
|
Male
| 46
| 1
| 23
| 1
|
1-2 Year
|
No
| 30,525
| 26
| 108
| 0
|
220,885
|
Female
| 21
| 1
| 25
| 1
|
< 1 Year
|
No
| 27,958
| 160
| 36
| 0
|
191,627
|
Male
| 48
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 43,771
| 25
| 133
| 1
|
218,335
|
Male
| 33
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 39,061
| 124
| 159
| 1
|
110,845
|
Male
| 53
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 38,913
| 26
| 298
| 0
|
300,411
|
Male
| 26
| 1
| 11
| 1
|
< 1 Year
|
No
| 35,291
| 152
| 196
| 0
|
184,268
|
Female
| 28
| 1
| 28
| 1
|
< 1 Year
|
No
| 22,152
| 151
| 193
| 0
|
213,469
|
Male
| 23
| 1
| 33
| 0
|
< 1 Year
|
Yes
| 2,630
| 160
| 210
| 1
|
85,638
|
Male
| 37
| 1
| 45
| 1
|
1-2 Year
|
No
| 23,302
| 107
| 47
| 0
|
357,871
|
Male
| 23
| 1
| 18
| 0
|
< 1 Year
|
Yes
| 29,294
| 152
| 92
| 1
|
331,649
|
Male
| 40
| 1
| 11
| 0
|
1-2 Year
|
Yes
| 30,378
| 155
| 50
| 0
|
182,522
|
Male
| 21
| 1
| 8
| 0
|
< 1 Year
|
Yes
| 37,932
| 160
| 80
| 0
|
500,233
|
Male
| 21
| 1
| 47
| 1
|
< 1 Year
|
No
| 41,607
| 152
| 245
| 0
|
413
|
Female
| 51
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 33,632
| 124
| 137
| 0
|
207,360
|
Male
| 68
| 1
| 37
| 0
|
1-2 Year
|
Yes
| 49,798
| 26
| 22
| 0
|
302,561
|
Male
| 43
| 1
| 13
| 0
|
1-2 Year
|
Yes
| 25,725
| 154
| 98
| 1
|
272,245
|
Male
| 76
| 1
| 37
| 1
|
1-2 Year
|
No
| 35,294
| 61
| 29
| 0
|
16,648
|
Male
| 46
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 37,240
| 26
| 235
| 0
|
199,375
|
Male
| 23
| 1
| 29
| 1
|
< 1 Year
|
No
| 24,447
| 152
| 68
| 0
|
504,193
|
Male
| 29
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 50,521
| 26
| 66
| 1
|
233,741
|
Male
| 27
| 1
| 3
| 1
|
< 1 Year
|
No
| 37,964
| 152
| 297
| 0
|
286,627
|
Female
| 24
| 1
| 11
| 1
|
< 1 Year
|
No
| 23,917
| 152
| 277
| 0
|
234,072
|
Female
| 67
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 39,103
| 154
| 275
| 0
|
241,213
|
Female
| 22
| 1
| 46
| 1
|
< 1 Year
|
No
| 30,245
| 152
| 67
| 0
|
418,479
|
Male
| 26
| 1
| 28
| 1
|
1-2 Year
|
No
| 44,644
| 124
| 193
| 0
|
486,518
|
Female
| 21
| 1
| 8
| 1
|
< 1 Year
|
No
| 87,336
| 160
| 255
| 0
|
112,020
|
Male
| 22
| 1
| 12
| 0
|
< 1 Year
|
Yes
| 22,766
| 152
| 121
| 0
|
21,292
|
Female
| 37
| 1
| 39
| 0
|
1-2 Year
|
No
| 28,625
| 122
| 264
| 0
|
406,415
|
Male
| 37
| 1
| 47
| 0
|
1-2 Year
|
Yes
| 25,207
| 124
| 26
| 1
|
404,269
|
Female
| 23
| 1
| 25
| 1
|
< 1 Year
|
No
| 24,069
| 151
| 116
| 0
|
325,903
|
Male
| 22
| 1
| 33
| 1
|
< 1 Year
|
No
| 34,558
| 152
| 76
| 0
|
281,668
|
Male
| 25
| 1
| 3
| 1
|
< 1 Year
|
No
| 45,583
| 152
| 68
| 0
|
339,498
|
Male
| 51
| 1
| 26
| 0
|
1-2 Year
|
Yes
| 37,453
| 154
| 199
| 0
|
350,966
|
Female
| 24
| 1
| 30
| 1
|
< 1 Year
|
No
| 27,043
| 152
| 125
| 0
|
119,877
|
Female
| 69
| 1
| 28
| 0
|
1-2 Year
|
No
| 47,229
| 155
| 229
| 0
|
238,855
|
Female
| 24
| 1
| 45
| 0
|
< 1 Year
|
Yes
| 28,865
| 151
| 230
| 0
|
150,121
|
Female
| 29
| 1
| 2
| 0
|
< 1 Year
|
No
| 25,510
| 152
| 166
| 0
|
108,280
|
Male
| 54
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 63,059
| 122
| 30
| 0
|
359,602
|
Male
| 27
| 1
| 18
| 1
|
< 1 Year
|
No
| 25,299
| 152
| 142
| 0
|
306,849
|
Female
| 37
| 1
| 29
| 0
|
1-2 Year
|
No
| 38,507
| 26
| 194
| 0
|
276,869
|
Male
| 71
| 0
| 46
| 1
|
1-2 Year
|
No
| 32,918
| 11
| 199
| 0
|
296,239
|
Female
| 23
| 1
| 42
| 1
|
< 1 Year
|
No
| 34,689
| 152
| 141
| 0
|
110,821
|
Female
| 21
| 1
| 28
| 1
|
< 1 Year
|
No
| 53,394
| 152
| 197
| 0
|
126,512
|
Male
| 21
| 1
| 49
| 1
|
< 1 Year
|
No
| 23,404
| 152
| 156
| 0
|
421,250
|
Male
| 42
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 49,671
| 124
| 255
| 1
|
193,283
|
Female
| 23
| 1
| 29
| 1
|
< 1 Year
|
No
| 37,066
| 151
| 258
| 0
|
306,673
|
Male
| 26
| 1
| 7
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 58
| 0
|
40,757
|
Female
| 22
| 1
| 37
| 1
|
< 1 Year
|
No
| 28,271
| 152
| 288
| 0
|
270,519
|
Male
| 23
| 1
| 22
| 0
|
< 1 Year
|
Yes
| 37,715
| 152
| 119
| 0
|
208,184
|
Male
| 41
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 2,630
| 157
| 96
| 1
|
448,697
|
Female
| 54
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 37,465
| 124
| 214
| 1
|
82,287
|
Female
| 43
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 31,084
| 26
| 91
| 1
|
497,806
|
Female
| 50
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 39,552
| 26
| 219
| 1
|
237,039
|
Female
| 25
| 1
| 33
| 1
|
< 1 Year
|
No
| 21,576
| 152
| 186
| 0
|
317,955
|
Male
| 25
| 1
| 35
| 0
|
< 1 Year
|
No
| 2,630
| 1
| 173
| 0
|
389,756
|
Female
| 30
| 1
| 28
| 1
|
< 1 Year
|
No
| 61,241
| 152
| 268
| 0
|
455,705
|
Female
| 48
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 177
| 1
|
327,208
|
Female
| 20
| 1
| 46
| 1
|
< 1 Year
|
No
| 36,382
| 160
| 194
| 0
|
163,672
|
Male
| 22
| 1
| 45
| 1
|
< 1 Year
|
No
| 32,672
| 152
| 48
| 0
|
479,761
|
Female
| 45
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 40,912
| 158
| 27
| 1
|
374,506
|
Male
| 50
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 27,339
| 124
| 91
| 1
|
125,028
|
Female
| 20
| 1
| 15
| 0
|
< 1 Year
|
Yes
| 16,504
| 160
| 270
| 0
|
25,501
|
Female
| 53
| 1
| 28
| 1
|
1-2 Year
|
No
| 44,249
| 26
| 70
| 0
|
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