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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
205,828
|
Female
| 79
| 1
| 49
| 0
|
1-2 Year
|
Yes
| 19,485
| 26
| 130
| 0
|
185,110
|
Male
| 27
| 1
| 50
| 1
|
< 1 Year
|
No
| 34,838
| 152
| 287
| 0
|
448,393
|
Female
| 31
| 1
| 35
| 1
|
< 1 Year
|
No
| 37,244
| 152
| 61
| 0
|
209,604
|
Female
| 41
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 73,250
| 122
| 258
| 0
|
184,115
|
Male
| 21
| 1
| 9
| 1
|
< 1 Year
|
No
| 24,699
| 160
| 294
| 0
|
71,632
|
Female
| 24
| 1
| 3
| 1
|
< 1 Year
|
No
| 35,792
| 152
| 253
| 0
|
186,775
|
Male
| 52
| 1
| 28
| 1
|
1-2 Year
|
No
| 51,302
| 124
| 87
| 0
|
380,930
|
Male
| 25
| 1
| 36
| 0
|
< 1 Year
|
Yes
| 28,976
| 124
| 274
| 0
|
247,505
|
Female
| 68
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 45,375
| 25
| 242
| 0
|
457,138
|
Female
| 28
| 1
| 41
| 1
|
< 1 Year
|
No
| 21,295
| 152
| 269
| 0
|
123,029
|
Male
| 24
| 1
| 32
| 1
|
< 1 Year
|
No
| 19,147
| 152
| 265
| 0
|
283,525
|
Female
| 55
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 29,395
| 124
| 295
| 0
|
226,540
|
Male
| 78
| 1
| 28
| 1
|
1-2 Year
|
No
| 26,743
| 124
| 269
| 0
|
100,370
|
Male
| 28
| 1
| 50
| 0
|
< 1 Year
|
Yes
| 2,630
| 156
| 228
| 0
|
107,858
|
Female
| 22
| 1
| 8
| 0
|
< 1 Year
|
Yes
| 41,749
| 152
| 72
| 0
|
207,782
|
Female
| 24
| 1
| 49
| 1
|
< 1 Year
|
No
| 30,996
| 152
| 83
| 0
|
379,050
|
Female
| 47
| 1
| 18
| 1
|
1-2 Year
|
No
| 27,811
| 26
| 236
| 0
|
334,562
|
Female
| 31
| 1
| 40
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 252
| 0
|
250,799
|
Female
| 38
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 85
| 0
|
441,122
|
Female
| 57
| 1
| 28
| 1
|
1-2 Year
|
No
| 42,228
| 55
| 48
| 0
|
344,019
|
Male
| 24
| 1
| 28
| 1
|
< 1 Year
|
No
| 26,373
| 152
| 198
| 0
|
434,384
|
Female
| 47
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 27,687
| 26
| 63
| 1
|
450,020
|
Female
| 21
| 1
| 46
| 1
|
< 1 Year
|
No
| 38,942
| 160
| 214
| 0
|
348,981
|
Male
| 33
| 1
| 3
| 1
|
< 1 Year
|
No
| 36,740
| 152
| 186
| 0
|
473,958
|
Male
| 24
| 1
| 29
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 134
| 0
|
46,867
|
Male
| 53
| 1
| 28
| 1
|
1-2 Year
|
No
| 48,212
| 26
| 172
| 0
|
214,375
|
Female
| 22
| 1
| 3
| 1
|
< 1 Year
|
No
| 22,597
| 152
| 202
| 0
|
176,219
|
Male
| 24
| 1
| 8
| 0
|
< 1 Year
|
No
| 61,878
| 152
| 295
| 0
|
152,910
|
Female
| 31
| 1
| 35
| 1
|
< 1 Year
|
No
| 22,410
| 152
| 283
| 0
|
377,695
|
Female
| 46
| 1
| 3
| 0
|
1-2 Year
|
No
| 35,785
| 124
| 97
| 0
|
459,074
|
Male
| 35
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 42,949
| 157
| 136
| 1
|
177,662
|
Female
| 53
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 111,876
| 26
| 78
| 0
|
99,477
|
Male
| 52
| 1
| 20
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 152
| 0
|
242,665
|
Female
| 38
| 1
| 29
| 0
|
1-2 Year
|
Yes
| 2,630
| 157
| 281
| 0
|
493,538
|
Male
| 36
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 38,687
| 124
| 64
| 1
|
417,026
|
Female
| 30
| 1
| 36
| 1
|
< 1 Year
|
No
| 35,385
| 152
| 123
| 0
|
84,192
|
Male
| 43
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 27,841
| 124
| 299
| 1
|
10,964
|
Male
| 45
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 33,592
| 26
| 97
| 0
|
363,357
|
Female
| 32
| 1
| 11
| 1
|
1-2 Year
|
No
| 38,310
| 124
| 11
| 0
|
325,872
|
Female
| 21
| 1
| 6
| 0
|
1-2 Year
|
Yes
| 42,151
| 163
| 65
| 1
|
302,369
|
Female
| 23
| 1
| 33
| 1
|
< 1 Year
|
No
| 44,076
| 152
| 110
| 0
|
47,218
|
Male
| 22
| 1
| 24
| 0
|
< 1 Year
|
Yes
| 25,510
| 152
| 91
| 0
|
281,868
|
Male
| 65
| 1
| 39
| 0
|
1-2 Year
|
Yes
| 26,388
| 26
| 252
| 0
|
353,305
|
Female
| 45
| 1
| 45
| 0
|
1-2 Year
|
Yes
| 32,811
| 26
| 159
| 1
|
43,291
|
Male
| 78
| 1
| 27
| 1
|
1-2 Year
|
No
| 23,476
| 26
| 151
| 0
|
14,679
|
Female
| 67
| 1
| 28
| 1
|
1-2 Year
|
No
| 47,667
| 122
| 266
| 0
|
301,102
|
Female
| 30
| 1
| 3
| 1
|
< 1 Year
|
No
| 46,541
| 160
| 73
| 0
|
174,296
|
Female
| 45
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 22,974
| 26
| 242
| 0
|
296,647
|
Female
| 25
| 1
| 9
| 0
|
< 1 Year
|
No
| 32,238
| 152
| 267
| 0
|
42,121
|
Male
| 29
| 1
| 15
| 0
|
< 1 Year
|
Yes
| 29,858
| 152
| 225
| 0
|
491,683
|
Male
| 32
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 157
| 270
| 1
|
208,153
|
Male
| 54
| 1
| 28
| 1
|
1-2 Year
|
No
| 30,725
| 124
| 106
| 0
|
259,766
|
Female
| 26
| 1
| 8
| 1
|
< 1 Year
|
No
| 26,831
| 152
| 281
| 0
|
210,286
|
Female
| 51
| 1
| 34
| 0
|
1-2 Year
|
Yes
| 29,736
| 124
| 70
| 0
|
76,821
|
Female
| 46
| 1
| 33
| 0
|
1-2 Year
|
Yes
| 28,133
| 124
| 92
| 1
|
78,758
|
Male
| 67
| 1
| 11
| 1
|
1-2 Year
|
No
| 34,307
| 26
| 264
| 0
|
61,495
|
Male
| 43
| 1
| 29
| 1
|
1-2 Year
|
No
| 33,149
| 124
| 60
| 0
|
78,622
|
Male
| 48
| 1
| 30
| 1
|
1-2 Year
|
No
| 33,635
| 152
| 107
| 0
|
162,601
|
Female
| 42
| 1
| 3
| 1
|
1-2 Year
|
No
| 2,630
| 124
| 113
| 0
|
149,147
|
Female
| 23
| 1
| 37
| 0
|
< 1 Year
|
Yes
| 35,380
| 152
| 23
| 0
|
479,030
|
Female
| 23
| 1
| 38
| 1
|
< 1 Year
|
No
| 29,477
| 160
| 231
| 0
|
41,081
|
Male
| 66
| 1
| 47
| 0
|
1-2 Year
|
Yes
| 47,576
| 16
| 172
| 0
|
433,728
|
Female
| 44
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 40,383
| 26
| 248
| 1
|
274,983
|
Male
| 60
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 29,144
| 124
| 126
| 0
|
256,404
|
Male
| 54
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 42,658
| 124
| 245
| 0
|
435,267
|
Female
| 30
| 1
| 16
| 1
|
< 1 Year
|
No
| 35,481
| 152
| 71
| 0
|
116,089
|
Female
| 78
| 1
| 42
| 0
|
1-2 Year
|
Yes
| 32,476
| 124
| 209
| 0
|
18,440
|
Female
| 35
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 31,687
| 122
| 283
| 0
|
448,049
|
Female
| 25
| 1
| 21
| 1
|
< 1 Year
|
No
| 28,964
| 152
| 222
| 0
|
358,095
|
Female
| 61
| 1
| 28
| 1
|
1-2 Year
|
No
| 31,190
| 26
| 79
| 0
|
91,224
|
Male
| 21
| 1
| 11
| 1
|
< 1 Year
|
No
| 26,036
| 160
| 141
| 0
|
27,019
|
Female
| 24
| 1
| 46
| 1
|
< 1 Year
|
No
| 29,081
| 152
| 203
| 0
|
232,892
|
Female
| 38
| 1
| 26
| 0
|
1-2 Year
|
No
| 41,404
| 156
| 160
| 0
|
234,811
|
Male
| 65
| 1
| 35
| 1
|
1-2 Year
|
No
| 26,840
| 26
| 224
| 0
|
491,860
|
Male
| 22
| 1
| 28
| 1
|
< 1 Year
|
No
| 66,266
| 152
| 295
| 0
|
174,974
|
Male
| 21
| 1
| 8
| 1
|
< 1 Year
|
No
| 46,831
| 160
| 167
| 0
|
194,102
|
Male
| 64
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 34,643
| 60
| 162
| 0
|
359,735
|
Male
| 38
| 1
| 10
| 1
|
1-2 Year
|
No
| 38,897
| 152
| 184
| 0
|
498,984
|
Male
| 49
| 1
| 12
| 1
|
1-2 Year
|
No
| 22,001
| 26
| 204
| 0
|
438,702
|
Male
| 27
| 1
| 41
| 1
|
< 1 Year
|
No
| 26,006
| 152
| 58
| 0
|
393,224
|
Female
| 41
| 1
| 46
| 1
|
1-2 Year
|
No
| 25,677
| 152
| 25
| 0
|
181,964
|
Female
| 44
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 55,107
| 124
| 108
| 1
|
193,169
|
Male
| 23
| 1
| 22
| 0
|
< 1 Year
|
No
| 30,925
| 152
| 191
| 0
|
148,699
|
Male
| 25
| 1
| 15
| 1
|
< 1 Year
|
No
| 34,780
| 152
| 217
| 0
|
349,791
|
Female
| 36
| 1
| 29
| 1
|
1-2 Year
|
No
| 28,532
| 26
| 240
| 0
|
384,843
|
Male
| 52
| 1
| 28
| 1
|
1-2 Year
|
No
| 31,683
| 124
| 51
| 0
|
219,984
|
Female
| 42
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 44,850
| 124
| 77
| 1
|
507,527
|
Male
| 43
| 1
| 36
| 0
|
1-2 Year
|
Yes
| 33,734
| 124
| 32
| 1
|
484,362
|
Female
| 25
| 1
| 4
| 1
|
< 1 Year
|
No
| 33,613
| 152
| 275
| 0
|
275,599
|
Male
| 24
| 1
| 29
| 1
|
< 1 Year
|
No
| 17,792
| 152
| 201
| 0
|
153,089
|
Male
| 21
| 1
| 9
| 1
|
< 1 Year
|
No
| 2,630
| 160
| 71
| 0
|
339,049
|
Male
| 54
| 1
| 11
| 0
|
1-2 Year
|
Yes
| 26,199
| 26
| 83
| 0
|
34,110
|
Female
| 36
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 37,499
| 45
| 297
| 0
|
445,256
|
Male
| 46
| 1
| 28
| 1
|
1-2 Year
|
No
| 41,697
| 124
| 64
| 0
|
189,776
|
Female
| 48
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 45,536
| 4
| 271
| 1
|
58,289
|
Male
| 47
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 31,189
| 124
| 123
| 0
|
289,107
|
Female
| 24
| 1
| 49
| 0
|
< 1 Year
|
No
| 26,071
| 152
| 207
| 0
|
44,306
|
Male
| 31
| 1
| 11
| 0
|
< 1 Year
|
No
| 2,630
| 1
| 50
| 0
|
141,934
|
Female
| 39
| 1
| 20
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 190
| 0
|
347,187
|
Male
| 54
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 55
| 241
| 0
|
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