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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
23,172
|
Male
| 25
| 1
| 11
| 1
|
< 1 Year
|
No
| 22,222
| 152
| 278
| 0
|
221,064
|
Male
| 24
| 1
| 36
| 0
|
< 1 Year
|
Yes
| 43,013
| 151
| 89
| 0
|
93,459
|
Male
| 36
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 24,535
| 154
| 44
| 0
|
119,005
|
Female
| 51
| 1
| 8
| 0
|
< 1 Year
|
No
| 2,630
| 1
| 284
| 0
|
334,119
|
Female
| 51
| 1
| 48
| 1
|
1-2 Year
|
No
| 2,630
| 26
| 42
| 0
|
20,888
|
Male
| 36
| 1
| 18
| 1
|
1-2 Year
|
No
| 31,880
| 152
| 127
| 0
|
152,571
|
Female
| 25
| 1
| 15
| 1
|
< 1 Year
|
No
| 33,178
| 152
| 43
| 0
|
123,580
|
Male
| 46
| 1
| 0
| 1
|
1-2 Year
|
No
| 2,630
| 7
| 111
| 0
|
424,791
|
Male
| 43
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 41,727
| 124
| 29
| 1
|
167,357
|
Female
| 24
| 1
| 29
| 1
|
< 1 Year
|
No
| 24,514
| 152
| 269
| 0
|
394,988
|
Male
| 34
| 1
| 39
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 240
| 1
|
366,997
|
Male
| 69
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 44,019
| 124
| 44
| 0
|
208,882
|
Female
| 22
| 1
| 32
| 1
|
< 1 Year
|
No
| 19,005
| 152
| 126
| 0
|
15,619
|
Female
| 22
| 1
| 30
| 1
|
< 1 Year
|
No
| 34,481
| 152
| 286
| 0
|
180,154
|
Male
| 22
| 1
| 15
| 1
|
< 1 Year
|
No
| 27,124
| 152
| 35
| 0
|
24,147
|
Male
| 47
| 1
| 46
| 1
|
1-2 Year
|
No
| 27,563
| 152
| 32
| 0
|
367,260
|
Male
| 30
| 1
| 28
| 1
|
< 1 Year
|
No
| 42,112
| 152
| 246
| 0
|
174,014
|
Male
| 23
| 1
| 6
| 1
|
< 1 Year
|
No
| 33,611
| 152
| 188
| 0
|
130,475
|
Female
| 25
| 1
| 31
| 1
|
< 1 Year
|
No
| 2,630
| 160
| 207
| 0
|
147,491
|
Female
| 42
| 1
| 45
| 0
|
1-2 Year
|
No
| 27,013
| 26
| 22
| 0
|
195,918
|
Male
| 50
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 68,633
| 26
| 135
| 0
|
402,996
|
Female
| 22
| 1
| 3
| 1
|
< 1 Year
|
No
| 33,217
| 152
| 256
| 0
|
330,125
|
Male
| 37
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 71,596
| 124
| 139
| 0
|
63,316
|
Female
| 36
| 1
| 29
| 1
|
1-2 Year
|
No
| 29,046
| 124
| 28
| 0
|
81,395
|
Female
| 26
| 1
| 23
| 1
|
< 1 Year
|
No
| 40,502
| 152
| 48
| 0
|
490,803
|
Male
| 77
| 1
| 7
| 1
|
1-2 Year
|
No
| 45,578
| 124
| 16
| 0
|
51,861
|
Female
| 48
| 1
| 29
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 51
| 1
|
186,791
|
Female
| 75
| 1
| 8
| 1
|
1-2 Year
|
Yes
| 38,231
| 26
| 81
| 0
|
143,278
|
Female
| 20
| 1
| 41
| 1
|
< 1 Year
|
No
| 30,922
| 160
| 298
| 0
|
8,415
|
Female
| 24
| 1
| 8
| 1
|
< 1 Year
|
No
| 35,669
| 152
| 108
| 0
|
425,927
|
Male
| 22
| 1
| 15
| 1
|
< 1 Year
|
No
| 32,377
| 152
| 165
| 0
|
49,250
|
Male
| 25
| 1
| 37
| 1
|
< 1 Year
|
No
| 29,751
| 152
| 162
| 0
|
373,445
|
Male
| 40
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 31,425
| 124
| 239
| 0
|
121,979
|
Female
| 47
| 1
| 9
| 0
|
> 2 Years
|
Yes
| 38,771
| 26
| 26
| 0
|
482,774
|
Female
| 24
| 1
| 25
| 1
|
< 1 Year
|
No
| 31,244
| 152
| 223
| 0
|
426,493
|
Male
| 43
| 1
| 50
| 1
|
1-2 Year
|
No
| 41,177
| 124
| 134
| 0
|
336,110
|
Female
| 46
| 1
| 28
| 1
|
1-2 Year
|
No
| 47,214
| 120
| 197
| 0
|
99,810
|
Male
| 54
| 1
| 28
| 1
|
1-2 Year
|
No
| 48,351
| 124
| 266
| 0
|
203,890
|
Female
| 42
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 35,525
| 26
| 200
| 1
|
322,492
|
Male
| 52
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 40,238
| 124
| 125
| 1
|
5,378
|
Male
| 36
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 18,619
| 155
| 162
| 1
|
7,503
|
Female
| 23
| 1
| 4
| 0
|
< 1 Year
|
No
| 27,194
| 152
| 144
| 0
|
394,012
|
Male
| 24
| 1
| 8
| 1
|
< 1 Year
|
No
| 23,902
| 152
| 181
| 0
|
285,362
|
Female
| 53
| 1
| 28
| 0
|
1-2 Year
|
No
| 51,652
| 26
| 255
| 0
|
276,344
|
Male
| 44
| 1
| 3
| 0
|
1-2 Year
|
Yes
| 27,005
| 26
| 269
| 1
|
23,760
|
Female
| 20
| 1
| 42
| 1
|
< 1 Year
|
Yes
| 24,247
| 160
| 230
| 0
|
17,070
|
Female
| 44
| 1
| 28
| 1
|
1-2 Year
|
No
| 46,820
| 124
| 61
| 0
|
39,397
|
Female
| 46
| 1
| 28
| 1
|
1-2 Year
|
No
| 47,631
| 26
| 207
| 0
|
144,277
|
Female
| 46
| 0
| 8
| 0
|
1-2 Year
|
Yes
| 34,328
| 124
| 273
| 0
|
450,238
|
Male
| 72
| 1
| 29
| 1
|
1-2 Year
|
No
| 2,630
| 26
| 271
| 0
|
175,391
|
Female
| 28
| 1
| 13
| 1
|
< 1 Year
|
No
| 17,827
| 160
| 58
| 0
|
487,502
|
Male
| 60
| 1
| 28
| 1
|
1-2 Year
|
No
| 47,000
| 122
| 235
| 0
|
45,676
|
Male
| 54
| 1
| 48
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 136
| 0
|
172,580
|
Female
| 23
| 1
| 40
| 1
|
< 1 Year
|
No
| 29,329
| 152
| 238
| 0
|
197,105
|
Female
| 42
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 228
| 0
|
441,935
|
Male
| 52
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 46,911
| 158
| 115
| 1
|
491,601
|
Male
| 21
| 1
| 36
| 1
|
< 1 Year
|
No
| 34,786
| 160
| 167
| 0
|
240,240
|
Male
| 43
| 1
| 28
| 1
|
1-2 Year
|
No
| 34,978
| 24
| 10
| 0
|
84,875
|
Female
| 63
| 1
| 28
| 1
|
1-2 Year
|
No
| 54,732
| 122
| 148
| 0
|
336,595
|
Female
| 33
| 1
| 33
| 1
|
< 1 Year
|
No
| 33,600
| 152
| 249
| 0
|
300,561
|
Male
| 44
| 1
| 15
| 0
|
1-2 Year
|
Yes
| 31,874
| 124
| 113
| 0
|
494,036
|
Female
| 63
| 1
| 28
| 1
|
1-2 Year
|
No
| 48,144
| 26
| 283
| 0
|
262,574
|
Male
| 23
| 1
| 8
| 1
|
< 1 Year
|
No
| 43,628
| 152
| 298
| 0
|
68,283
|
Female
| 43
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 29,988
| 26
| 181
| 0
|
486,168
|
Female
| 41
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 26,196
| 26
| 36
| 1
|
126,505
|
Male
| 31
| 1
| 3
| 1
|
1-2 Year
|
No
| 29,014
| 124
| 180
| 0
|
343,993
|
Female
| 21
| 1
| 8
| 1
|
< 1 Year
|
No
| 24,279
| 152
| 289
| 0
|
46,598
|
Male
| 26
| 1
| 48
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 197
| 0
|
302,862
|
Male
| 28
| 1
| 14
| 1
|
< 1 Year
|
No
| 41,034
| 152
| 61
| 0
|
398,809
|
Female
| 22
| 1
| 18
| 1
|
< 1 Year
|
No
| 25,000
| 152
| 114
| 0
|
200,192
|
Female
| 35
| 1
| 9
| 0
|
1-2 Year
|
Yes
| 31,074
| 26
| 28
| 0
|
98,798
|
Female
| 22
| 1
| 8
| 0
|
< 1 Year
|
No
| 2,630
| 160
| 67
| 0
|
322,036
|
Male
| 21
| 1
| 29
| 1
|
< 1 Year
|
No
| 38,412
| 152
| 176
| 0
|
489,000
|
Male
| 23
| 1
| 37
| 1
|
< 1 Year
|
No
| 39,407
| 152
| 13
| 0
|
229,556
|
Male
| 36
| 1
| 30
| 1
|
1-2 Year
|
No
| 28,055
| 152
| 74
| 0
|
214,700
|
Female
| 43
| 1
| 36
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 33
| 0
|
186,548
|
Male
| 22
| 1
| 12
| 1
|
< 1 Year
|
No
| 19,906
| 152
| 256
| 0
|
151,275
|
Female
| 20
| 1
| 25
| 0
|
< 1 Year
|
No
| 21,873
| 160
| 157
| 0
|
237,955
|
Male
| 53
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 33,961
| 30
| 135
| 0
|
332,826
|
Female
| 41
| 1
| 41
| 1
|
1-2 Year
|
No
| 26,229
| 26
| 191
| 0
|
43,615
|
Male
| 71
| 1
| 12
| 1
|
1-2 Year
|
No
| 35,344
| 26
| 89
| 0
|
12,603
|
Male
| 23
| 1
| 36
| 1
|
< 1 Year
|
No
| 45,943
| 152
| 178
| 0
|
3,290
|
Female
| 22
| 1
| 30
| 1
|
< 1 Year
|
No
| 29,273
| 152
| 169
| 0
|
46,993
|
Female
| 51
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 46,318
| 124
| 131
| 0
|
254,399
|
Male
| 52
| 1
| 50
| 1
|
1-2 Year
|
No
| 40,247
| 63
| 106
| 0
|
38,391
|
Female
| 52
| 1
| 45
| 0
|
1-2 Year
|
Yes
| 45,875
| 124
| 84
| 0
|
167,802
|
Male
| 34
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 37,535
| 124
| 52
| 0
|
419,363
|
Female
| 52
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 47,725
| 26
| 276
| 1
|
122,119
|
Female
| 41
| 1
| 39
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 160
| 0
|
368,103
|
Female
| 24
| 1
| 37
| 0
|
< 1 Year
|
Yes
| 22,206
| 152
| 109
| 0
|
313,476
|
Female
| 21
| 1
| 15
| 0
|
< 1 Year
|
Yes
| 38,826
| 152
| 151
| 0
|
414,170
|
Female
| 53
| 1
| 33
| 0
|
1-2 Year
|
Yes
| 34,290
| 26
| 114
| 1
|
96,979
|
Female
| 25
| 1
| 36
| 1
|
< 1 Year
|
No
| 34,359
| 152
| 120
| 0
|
37,726
|
Male
| 41
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 155
| 186
| 1
|
142,182
|
Female
| 45
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 35,682
| 26
| 276
| 0
|
506,310
|
Male
| 47
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 42,416
| 124
| 91
| 1
|
213,416
|
Male
| 34
| 1
| 33
| 1
|
1-2 Year
|
No
| 29,773
| 26
| 188
| 0
|
276,447
|
Female
| 25
| 1
| 35
| 1
|
< 1 Year
|
No
| 34,326
| 152
| 78
| 0
|
370,024
|
Male
| 26
| 1
| 30
| 1
|
< 1 Year
|
No
| 27,628
| 152
| 282
| 0
|
212,191
|
Male
| 56
| 1
| 33
| 1
|
1-2 Year
|
No
| 30,381
| 26
| 241
| 0
|
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