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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
93,246
|
Female
| 62
| 1
| 1
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 90
| 0
|
1,525
|
Male
| 68
| 1
| 46
| 1
|
1-2 Year
|
Yes
| 26,229
| 93
| 289
| 0
|
128,062
|
Female
| 44
| 1
| 18
| 0
|
1-2 Year
|
No
| 28,335
| 157
| 43
| 0
|
249,235
|
Male
| 28
| 1
| 24
| 1
|
< 1 Year
|
No
| 34,877
| 152
| 203
| 0
|
403,928
|
Female
| 31
| 1
| 29
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 59
| 1
|
336,601
|
Female
| 57
| 1
| 39
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 169
| 0
|
49,446
|
Female
| 37
| 1
| 35
| 0
|
1-2 Year
|
Yes
| 26,155
| 124
| 49
| 0
|
292,659
|
Female
| 24
| 1
| 8
| 1
|
< 1 Year
|
No
| 40,300
| 152
| 70
| 0
|
485,351
|
Male
| 58
| 1
| 46
| 1
|
1-2 Year
|
No
| 27,509
| 26
| 250
| 0
|
481,138
|
Female
| 24
| 1
| 50
| 1
|
< 1 Year
|
No
| 38,044
| 152
| 35
| 0
|
507,222
|
Male
| 44
| 1
| 36
| 1
|
1-2 Year
|
No
| 2,630
| 160
| 25
| 0
|
172,423
|
Female
| 62
| 1
| 30
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 73
| 1
|
458,609
|
Male
| 46
| 1
| 15
| 0
|
> 2 Years
|
Yes
| 42,426
| 124
| 119
| 1
|
333,623
|
Female
| 25
| 1
| 8
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 44
| 0
|
224,483
|
Male
| 27
| 1
| 8
| 1
|
< 1 Year
|
No
| 45,476
| 152
| 120
| 0
|
113,091
|
Female
| 28
| 1
| 22
| 1
|
< 1 Year
|
No
| 29,241
| 152
| 62
| 0
|
227,465
|
Male
| 38
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 44
| 1
|
165,518
|
Male
| 67
| 1
| 9
| 1
|
1-2 Year
|
No
| 35,231
| 26
| 20
| 0
|
342,279
|
Male
| 68
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 37,527
| 124
| 126
| 0
|
12,043
|
Male
| 45
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 34,910
| 124
| 88
| 1
|
120,399
|
Female
| 76
| 1
| 26
| 1
|
1-2 Year
|
No
| 29,273
| 26
| 182
| 0
|
55,887
|
Male
| 37
| 1
| 1
| 0
|
> 2 Years
|
Yes
| 2,630
| 157
| 162
| 0
|
385,186
|
Female
| 41
| 1
| 38
| 0
|
1-2 Year
|
Yes
| 35,700
| 124
| 283
| 1
|
237,621
|
Male
| 62
| 1
| 13
| 0
|
1-2 Year
|
Yes
| 24,603
| 124
| 206
| 0
|
122,856
|
Female
| 22
| 1
| 28
| 0
|
1-2 Year
|
No
| 2,630
| 122
| 286
| 0
|
305,433
|
Female
| 37
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 38,339
| 124
| 203
| 1
|
226,739
|
Female
| 40
| 1
| 28
| 1
|
1-2 Year
|
No
| 29,549
| 124
| 132
| 0
|
127,461
|
Male
| 70
| 1
| 8
| 0
|
1-2 Year
|
No
| 43,127
| 26
| 213
| 0
|
210,670
|
Female
| 22
| 1
| 15
| 0
|
< 1 Year
|
Yes
| 42,602
| 152
| 75
| 0
|
6,383
|
Female
| 23
| 1
| 30
| 1
|
< 1 Year
|
No
| 31,821
| 152
| 196
| 0
|
135,581
|
Male
| 49
| 1
| 28
| 1
|
1-2 Year
|
No
| 29,710
| 124
| 250
| 0
|
136,343
|
Female
| 58
| 1
| 28
| 1
|
1-2 Year
|
No
| 38,811
| 152
| 88
| 0
|
335,773
|
Female
| 25
| 1
| 9
| 1
|
< 1 Year
|
No
| 25,547
| 152
| 88
| 0
|
100,921
|
Female
| 53
| 1
| 28
| 1
|
1-2 Year
|
No
| 25,222
| 26
| 136
| 0
|
221,698
|
Male
| 25
| 1
| 36
| 1
|
< 1 Year
|
No
| 35,579
| 124
| 143
| 0
|
203,021
|
Female
| 25
| 1
| 33
| 1
|
< 1 Year
|
No
| 27,885
| 152
| 246
| 0
|
171,243
|
Female
| 72
| 1
| 14
| 1
|
1-2 Year
|
No
| 32,474
| 131
| 140
| 0
|
112,083
|
Female
| 33
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 27,697
| 154
| 103
| 0
|
466,760
|
Female
| 46
| 1
| 28
| 1
|
1-2 Year
|
No
| 49,126
| 26
| 251
| 0
|
495,212
|
Male
| 21
| 1
| 46
| 1
|
< 1 Year
|
No
| 29,243
| 160
| 17
| 0
|
137,282
|
Male
| 75
| 1
| 9
| 0
|
> 2 Years
|
Yes
| 34,303
| 124
| 248
| 0
|
278,389
|
Female
| 41
| 1
| 8
| 1
|
1-2 Year
|
No
| 25,424
| 157
| 76
| 0
|
294,148
|
Male
| 22
| 1
| 8
| 1
|
< 1 Year
|
No
| 61,799
| 152
| 137
| 0
|
229,018
|
Male
| 46
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 43,961
| 25
| 271
| 0
|
311,257
|
Male
| 46
| 1
| 28
| 1
|
1-2 Year
|
No
| 43,441
| 124
| 288
| 0
|
270,071
|
Female
| 30
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 26,543
| 157
| 29
| 0
|
138,523
|
Female
| 23
| 1
| 11
| 1
|
< 1 Year
|
No
| 23,964
| 152
| 251
| 0
|
422,707
|
Female
| 38
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 24,491
| 26
| 90
| 1
|
141,051
|
Male
| 53
| 1
| 45
| 0
|
1-2 Year
|
Yes
| 40,059
| 124
| 251
| 0
|
1,530
|
Male
| 39
| 1
| 48
| 1
|
1-2 Year
|
No
| 2,630
| 124
| 245
| 0
|
485,852
|
Female
| 58
| 1
| 21
| 1
|
1-2 Year
|
No
| 43,054
| 152
| 145
| 0
|
350,608
|
Female
| 29
| 1
| 50
| 1
|
< 1 Year
|
No
| 35,937
| 152
| 182
| 0
|
477,605
|
Female
| 25
| 1
| 6
| 1
|
< 1 Year
|
No
| 45,409
| 152
| 162
| 0
|
187,060
|
Male
| 49
| 1
| 15
| 0
|
1-2 Year
|
Yes
| 28,298
| 124
| 291
| 0
|
170,272
|
Female
| 66
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 54,095
| 26
| 156
| 0
|
269,764
|
Female
| 40
| 1
| 17
| 0
|
1-2 Year
|
No
| 43,688
| 124
| 55
| 0
|
431,798
|
Male
| 42
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 54,587
| 124
| 116
| 1
|
467,576
|
Female
| 26
| 1
| 30
| 1
|
< 1 Year
|
No
| 31,858
| 152
| 225
| 0
|
244,401
|
Female
| 22
| 1
| 11
| 1
|
< 1 Year
|
No
| 31,024
| 152
| 81
| 0
|
2,957
|
Male
| 36
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 61,020
| 122
| 15
| 1
|
124,363
|
Female
| 21
| 1
| 22
| 1
|
< 1 Year
|
No
| 29,404
| 160
| 249
| 0
|
425,721
|
Male
| 24
| 1
| 12
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 227
| 0
|
94,903
|
Female
| 23
| 1
| 8
| 1
|
< 1 Year
|
No
| 39,350
| 151
| 278
| 0
|
129,302
|
Male
| 24
| 1
| 29
| 1
|
< 1 Year
|
No
| 27,766
| 26
| 238
| 0
|
505,414
|
Female
| 50
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 32,301
| 26
| 113
| 1
|
282,763
|
Male
| 41
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 31,037
| 26
| 121
| 0
|
443,574
|
Male
| 24
| 1
| 30
| 1
|
< 1 Year
|
No
| 25,911
| 152
| 24
| 0
|
419,218
|
Male
| 24
| 1
| 11
| 1
|
< 1 Year
|
No
| 26,562
| 152
| 35
| 0
|
464,239
|
Female
| 22
| 1
| 6
| 1
|
< 1 Year
|
No
| 25,837
| 152
| 153
| 0
|
129,030
|
Male
| 44
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 43,035
| 26
| 109
| 1
|
160,795
|
Female
| 25
| 1
| 35
| 1
|
< 1 Year
|
Yes
| 2,630
| 152
| 96
| 0
|
35,459
|
Male
| 31
| 1
| 46
| 0
|
< 1 Year
|
No
| 2,630
| 156
| 260
| 0
|
13,288
|
Female
| 28
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 57,725
| 152
| 253
| 0
|
323,573
|
Male
| 30
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 42,685
| 155
| 169
| 1
|
170,972
|
Male
| 43
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 34,451
| 26
| 181
| 0
|
252,451
|
Female
| 20
| 1
| 8
| 1
|
< 1 Year
|
Yes
| 43,667
| 160
| 196
| 0
|
406,981
|
Female
| 30
| 1
| 23
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 85
| 0
|
342,555
|
Female
| 23
| 1
| 47
| 1
|
< 1 Year
|
No
| 33,479
| 152
| 202
| 0
|
157,623
|
Male
| 58
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 44,660
| 124
| 236
| 0
|
189,663
|
Female
| 36
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 38,419
| 124
| 111
| 0
|
335,418
|
Female
| 40
| 1
| 8
| 1
|
1-2 Year
|
No
| 2,630
| 7
| 147
| 0
|
216,385
|
Female
| 25
| 1
| 12
| 0
|
< 1 Year
|
Yes
| 43,631
| 152
| 171
| 0
|
123,662
|
Female
| 55
| 1
| 9
| 1
|
1-2 Year
|
No
| 26,711
| 124
| 259
| 0
|
125,147
|
Male
| 24
| 1
| 15
| 0
|
< 1 Year
|
No
| 25,856
| 152
| 256
| 0
|
298,190
|
Male
| 52
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 52,300
| 124
| 150
| 0
|
126,009
|
Male
| 32
| 1
| 41
| 0
|
< 1 Year
|
Yes
| 50,195
| 152
| 25
| 0
|
430,492
|
Male
| 23
| 1
| 10
| 1
|
< 1 Year
|
No
| 26,706
| 152
| 28
| 0
|
211,683
|
Female
| 21
| 1
| 15
| 0
|
< 1 Year
|
Yes
| 29,666
| 160
| 30
| 0
|
176,807
|
Male
| 65
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 37,198
| 124
| 123
| 0
|
246,840
|
Male
| 33
| 1
| 47
| 0
|
1-2 Year
|
Yes
| 30,944
| 155
| 101
| 0
|
231,971
|
Male
| 36
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 32,794
| 154
| 283
| 0
|
31,246
|
Male
| 21
| 1
| 46
| 1
|
< 1 Year
|
No
| 27,995
| 160
| 132
| 0
|
68,958
|
Female
| 27
| 1
| 6
| 1
|
< 1 Year
|
No
| 26,805
| 152
| 176
| 0
|
343,536
|
Male
| 36
| 1
| 35
| 0
|
< 1 Year
|
Yes
| 2,630
| 1
| 112
| 0
|
267,693
|
Male
| 39
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 22,345
| 124
| 268
| 0
|
17,424
|
Male
| 48
| 1
| 28
| 1
|
1-2 Year
|
No
| 2,630
| 122
| 68
| 0
|
10,349
|
Male
| 29
| 1
| 18
| 1
|
< 1 Year
|
No
| 35,328
| 152
| 106
| 0
|
152,810
|
Male
| 43
| 1
| 3
| 1
|
1-2 Year
|
No
| 21,646
| 26
| 13
| 0
|
367,502
|
Female
| 27
| 1
| 29
| 1
|
< 1 Year
|
No
| 27,643
| 152
| 228
| 0
|
307,910
|
Female
| 43
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 48,065
| 29
| 17
| 0
|
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