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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
73,641
|
Female
| 20
| 1
| 8
| 1
|
< 1 Year
|
No
| 33,742
| 160
| 199
| 0
|
99,776
|
Male
| 38
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 31,048
| 24
| 268
| 1
|
351,200
|
Male
| 40
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 157
| 258
| 0
|
251,559
|
Female
| 69
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 43,741
| 122
| 20
| 1
|
406,116
|
Male
| 49
| 1
| 15
| 1
|
1-2 Year
|
No
| 42,347
| 120
| 185
| 0
|
312,438
|
Female
| 24
| 1
| 47
| 0
|
< 1 Year
|
No
| 34,403
| 152
| 194
| 0
|
100,280
|
Male
| 69
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 42,829
| 26
| 43
| 1
|
276,268
|
Female
| 21
| 1
| 13
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 165
| 0
|
144,001
|
Male
| 49
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 28,949
| 11
| 18
| 0
|
265,133
|
Male
| 27
| 1
| 36
| 0
|
< 1 Year
|
Yes
| 40,966
| 152
| 68
| 1
|
270,512
|
Male
| 46
| 1
| 50
| 1
|
1-2 Year
|
No
| 22,411
| 26
| 134
| 0
|
191,972
|
Female
| 50
| 1
| 6
| 1
|
1-2 Year
|
No
| 23,669
| 26
| 254
| 0
|
104,084
|
Male
| 44
| 1
| 28
| 1
|
1-2 Year
|
No
| 45,769
| 26
| 60
| 0
|
46,077
|
Male
| 32
| 1
| 10
| 0
|
< 1 Year
|
No
| 2,630
| 1
| 29
| 0
|
225,935
|
Male
| 50
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 26,439
| 26
| 198
| 1
|
212,783
|
Female
| 23
| 1
| 14
| 1
|
< 1 Year
|
No
| 13,557
| 152
| 130
| 0
|
159,752
|
Male
| 39
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 25,630
| 124
| 10
| 1
|
131,564
|
Female
| 49
| 1
| 18
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 47
| 0
|
356,584
|
Male
| 44
| 1
| 6
| 0
|
1-2 Year
|
Yes
| 31,803
| 124
| 221
| 0
|
40,564
|
Female
| 30
| 1
| 39
| 1
|
1-2 Year
|
No
| 28,475
| 139
| 31
| 0
|
272,625
|
Female
| 64
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 51,724
| 12
| 60
| 0
|
279,668
|
Male
| 47
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 49,611
| 124
| 142
| 0
|
504,561
|
Female
| 48
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 38,451
| 124
| 272
| 1
|
316,331
|
Male
| 60
| 1
| 3
| 1
|
1-2 Year
|
No
| 29,993
| 124
| 152
| 0
|
280,568
|
Female
| 26
| 1
| 28
| 1
|
< 1 Year
|
No
| 48,267
| 157
| 171
| 0
|
293,934
|
Male
| 56
| 1
| 50
| 1
|
1-2 Year
|
No
| 23,724
| 65
| 267
| 0
|
121,542
|
Male
| 32
| 1
| 8
| 0
|
< 1 Year
|
Yes
| 43,147
| 124
| 74
| 0
|
262,609
|
Male
| 57
| 1
| 30
| 1
|
1-2 Year
|
No
| 23,135
| 26
| 276
| 0
|
405,410
|
Male
| 27
| 1
| 29
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 243
| 0
|
505,952
|
Male
| 62
| 1
| 30
| 1
|
1-2 Year
|
No
| 30,843
| 124
| 51
| 0
|
307,591
|
Male
| 47
| 1
| 15
| 1
|
1-2 Year
|
No
| 32,542
| 14
| 201
| 0
|
333,967
|
Female
| 42
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 84
| 0
|
335,279
|
Male
| 54
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 36,621
| 26
| 257
| 1
|
409,810
|
Male
| 38
| 1
| 16
| 1
|
1-2 Year
|
No
| 22,662
| 152
| 74
| 0
|
179,334
|
Female
| 24
| 1
| 2
| 1
|
< 1 Year
|
No
| 2,630
| 151
| 171
| 0
|
508,088
|
Male
| 40
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 42,963
| 26
| 102
| 1
|
58,686
|
Male
| 29
| 1
| 37
| 1
|
< 1 Year
|
No
| 31,961
| 152
| 124
| 0
|
391,748
|
Female
| 26
| 1
| 11
| 1
|
< 1 Year
|
No
| 31,921
| 152
| 115
| 0
|
430,674
|
Female
| 24
| 1
| 37
| 1
|
< 1 Year
|
No
| 54,317
| 152
| 204
| 0
|
115,422
|
Male
| 25
| 1
| 41
| 0
|
< 1 Year
|
Yes
| 58,395
| 152
| 184
| 0
|
456,313
|
Female
| 33
| 1
| 47
| 0
|
1-2 Year
|
Yes
| 43,707
| 154
| 157
| 1
|
246,222
|
Male
| 34
| 1
| 0
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 169
| 0
|
81,764
|
Male
| 53
| 1
| 40
| 0
|
1-2 Year
|
Yes
| 38,068
| 26
| 272
| 0
|
176,641
|
Female
| 28
| 1
| 30
| 1
|
< 1 Year
|
No
| 27,866
| 152
| 22
| 0
|
243,696
|
Male
| 45
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 31,674
| 157
| 94
| 1
|
268,160
|
Female
| 45
| 1
| 11
| 0
|
1-2 Year
|
No
| 28,287
| 124
| 272
| 0
|
302,311
|
Female
| 45
| 1
| 8
| 1
|
1-2 Year
|
Yes
| 30,967
| 26
| 257
| 0
|
130,728
|
Female
| 26
| 1
| 30
| 1
|
< 1 Year
|
No
| 20,102
| 152
| 110
| 0
|
249,025
|
Female
| 60
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 41,187
| 26
| 22
| 0
|
233,710
|
Male
| 28
| 1
| 28
| 1
|
< 1 Year
|
No
| 53,760
| 152
| 79
| 0
|
220,353
|
Male
| 78
| 1
| 24
| 1
|
1-2 Year
|
No
| 32,926
| 26
| 190
| 0
|
256,236
|
Male
| 29
| 1
| 31
| 1
|
1-2 Year
|
No
| 2,630
| 154
| 125
| 0
|
58,268
|
Male
| 68
| 1
| 8
| 0
|
> 2 Years
|
Yes
| 46,959
| 156
| 253
| 0
|
259,839
|
Male
| 44
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 40,472
| 26
| 242
| 0
|
401,255
|
Female
| 47
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 38,893
| 156
| 291
| 1
|
313,876
|
Female
| 21
| 1
| 26
| 0
|
< 1 Year
|
Yes
| 34,926
| 160
| 92
| 0
|
21,574
|
Male
| 55
| 1
| 48
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 281
| 0
|
383,990
|
Female
| 44
| 1
| 28
| 1
|
1-2 Year
|
No
| 35,248
| 26
| 212
| 0
|
272,470
|
Male
| 51
| 1
| 8
| 1
|
1-2 Year
|
No
| 29,490
| 26
| 138
| 0
|
161,244
|
Male
| 49
| 1
| 47
| 0
|
1-2 Year
|
Yes
| 28,149
| 124
| 15
| 1
|
105,924
|
Female
| 35
| 1
| 5
| 1
|
1-2 Year
|
No
| 23,888
| 124
| 64
| 0
|
38,019
|
Male
| 21
| 1
| 5
| 0
|
< 1 Year
|
Yes
| 30,610
| 152
| 133
| 0
|
233,988
|
Female
| 26
| 1
| 15
| 1
|
< 1 Year
|
No
| 34,298
| 152
| 76
| 0
|
88,938
|
Male
| 59
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 46,524
| 125
| 169
| 0
|
480,071
|
Female
| 27
| 1
| 36
| 1
|
< 1 Year
|
No
| 33,800
| 152
| 70
| 0
|
38,830
|
Male
| 41
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 38,073
| 124
| 213
| 1
|
400,873
|
Female
| 28
| 1
| 3
| 0
|
< 1 Year
|
Yes
| 2,630
| 156
| 82
| 1
|
223,538
|
Male
| 31
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 2,630
| 158
| 290
| 0
|
175,919
|
Male
| 21
| 1
| 2
| 1
|
< 1 Year
|
Yes
| 37,191
| 152
| 291
| 0
|
9,480
|
Male
| 64
| 1
| 28
| 1
|
1-2 Year
|
No
| 40,207
| 26
| 254
| 0
|
154,036
|
Male
| 63
| 1
| 23
| 1
|
1-2 Year
|
Yes
| 17,339
| 26
| 159
| 0
|
41,040
|
Male
| 48
| 1
| 50
| 1
|
1-2 Year
|
No
| 30,016
| 30
| 278
| 0
|
479,475
|
Female
| 26
| 1
| 14
| 1
|
< 1 Year
|
No
| 51,148
| 152
| 214
| 0
|
271,724
|
Male
| 27
| 1
| 33
| 0
|
< 1 Year
|
Yes
| 29,338
| 152
| 50
| 0
|
290,993
|
Female
| 21
| 1
| 11
| 1
|
< 1 Year
|
No
| 87,507
| 160
| 227
| 0
|
466,892
|
Female
| 24
| 1
| 8
| 1
|
< 1 Year
|
No
| 40,487
| 152
| 237
| 0
|
497,195
|
Female
| 42
| 1
| 35
| 0
|
1-2 Year
|
Yes
| 20,184
| 156
| 252
| 1
|
184,963
|
Female
| 58
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 48,057
| 124
| 145
| 0
|
157,577
|
Female
| 52
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 49,685
| 26
| 103
| 0
|
235,402
|
Male
| 33
| 1
| 28
| 1
|
< 1 Year
|
No
| 27,199
| 152
| 62
| 0
|
268,157
|
Male
| 54
| 1
| 25
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 80
| 0
|
460,798
|
Male
| 55
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 40,416
| 25
| 133
| 1
|
295,988
|
Female
| 38
| 1
| 7
| 0
|
< 1 Year
|
Yes
| 2,630
| 124
| 182
| 1
|
102,451
|
Male
| 22
| 1
| 32
| 0
|
< 1 Year
|
No
| 31,962
| 152
| 244
| 0
|
375,283
|
Male
| 53
| 1
| 25
| 1
|
1-2 Year
|
No
| 2,630
| 26
| 76
| 0
|
374,661
|
Female
| 23
| 1
| 30
| 1
|
< 1 Year
|
No
| 29,492
| 152
| 58
| 0
|
100,745
|
Male
| 40
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 26,431
| 124
| 93
| 1
|
161,323
|
Female
| 23
| 1
| 47
| 0
|
< 1 Year
|
Yes
| 21,525
| 152
| 150
| 0
|
174,093
|
Female
| 23
| 1
| 27
| 1
|
< 1 Year
|
No
| 28,453
| 152
| 240
| 0
|
147,864
|
Female
| 22
| 1
| 47
| 0
|
< 1 Year
|
No
| 21,703
| 152
| 217
| 0
|
18,330
|
Female
| 60
| 1
| 18
| 1
|
1-2 Year
|
No
| 37,491
| 26
| 194
| 0
|
393,597
|
Female
| 31
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 45,088
| 121
| 196
| 1
|
62,680
|
Male
| 29
| 1
| 16
| 0
|
1-2 Year
|
Yes
| 37,799
| 124
| 294
| 0
|
77,030
|
Female
| 26
| 1
| 33
| 1
|
< 1 Year
|
No
| 32,163
| 152
| 185
| 0
|
180,112
|
Male
| 30
| 1
| 16
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 114
| 1
|
453,153
|
Male
| 22
| 1
| 3
| 1
|
< 1 Year
|
No
| 36,108
| 152
| 15
| 0
|
296,979
|
Female
| 25
| 1
| 28
| 1
|
< 1 Year
|
No
| 51,026
| 152
| 209
| 0
|
261,832
|
Female
| 24
| 1
| 45
| 1
|
< 1 Year
|
No
| 22,145
| 152
| 91
| 0
|
96,394
|
Female
| 39
| 1
| 9
| 0
|
1-2 Year
|
Yes
| 34,659
| 124
| 252
| 0
|
17,783
|
Male
| 47
| 1
| 43
| 0
|
1-2 Year
|
Yes
| 28,154
| 26
| 72
| 0
|
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