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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
271,254
|
Male
| 36
| 1
| 18
| 0
|
1-2 Year
|
Yes
| 24,987
| 26
| 173
| 0
|
179,514
|
Male
| 39
| 1
| 45
| 0
|
1-2 Year
|
Yes
| 30,364
| 124
| 294
| 1
|
361,931
|
Female
| 22
| 1
| 22
| 1
|
< 1 Year
|
No
| 23,209
| 152
| 194
| 0
|
54,094
|
Male
| 22
| 1
| 27
| 1
|
< 1 Year
|
No
| 37,709
| 152
| 167
| 0
|
153,282
|
Female
| 22
| 1
| 15
| 1
|
< 1 Year
|
No
| 31,904
| 152
| 234
| 0
|
237,381
|
Male
| 41
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 35,949
| 124
| 205
| 0
|
71,682
|
Female
| 44
| 1
| 28
| 1
|
1-2 Year
|
No
| 38,938
| 25
| 107
| 0
|
122,494
|
Female
| 29
| 1
| 32
| 1
|
< 1 Year
|
No
| 32,347
| 152
| 136
| 0
|
465,134
|
Male
| 25
| 1
| 29
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 264
| 0
|
199,866
|
Male
| 65
| 1
| 36
| 1
|
1-2 Year
|
No
| 34,295
| 124
| 171
| 0
|
134,996
|
Male
| 21
| 1
| 46
| 1
|
< 1 Year
|
No
| 38,913
| 152
| 15
| 0
|
248,203
|
Female
| 22
| 1
| 10
| 1
|
< 1 Year
|
No
| 30,658
| 152
| 110
| 0
|
25,470
|
Male
| 26
| 1
| 8
| 1
|
< 1 Year
|
No
| 48,845
| 152
| 101
| 0
|
270,430
|
Female
| 30
| 1
| 41
| 0
|
< 1 Year
|
Yes
| 2,630
| 152
| 223
| 0
|
253,199
|
Female
| 39
| 1
| 38
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 215
| 0
|
79,799
|
Male
| 23
| 1
| 28
| 1
|
< 1 Year
|
No
| 64,999
| 152
| 155
| 0
|
29,692
|
Male
| 21
| 1
| 49
| 0
|
1-2 Year
|
Yes
| 28,341
| 26
| 197
| 0
|
336,270
|
Female
| 22
| 1
| 3
| 0
|
< 1 Year
|
Yes
| 31,772
| 152
| 105
| 0
|
504,369
|
Male
| 21
| 1
| 46
| 1
|
< 1 Year
|
No
| 21,969
| 160
| 88
| 0
|
445,724
|
Male
| 25
| 1
| 8
| 1
|
< 1 Year
|
No
| 60,675
| 152
| 71
| 0
|
17,167
|
Male
| 21
| 1
| 3
| 1
|
< 1 Year
|
Yes
| 20,468
| 160
| 271
| 0
|
472,393
|
Female
| 21
| 1
| 13
| 1
|
< 1 Year
|
No
| 28,645
| 160
| 98
| 0
|
81,574
|
Male
| 44
| 1
| 24
| 0
|
1-2 Year
|
Yes
| 39,528
| 124
| 46
| 1
|
256,406
|
Female
| 44
| 1
| 46
| 0
|
> 2 Years
|
Yes
| 31,056
| 124
| 30
| 0
|
315,169
|
Male
| 30
| 1
| 47
| 0
|
< 1 Year
|
Yes
| 25,398
| 124
| 248
| 1
|
334,929
|
Female
| 73
| 1
| 28
| 1
|
1-2 Year
|
No
| 33,531
| 55
| 58
| 0
|
249,024
|
Male
| 20
| 1
| 3
| 0
|
< 1 Year
|
Yes
| 2,630
| 160
| 206
| 0
|
138,839
|
Male
| 52
| 1
| 28
| 1
|
1-2 Year
|
No
| 2,630
| 124
| 165
| 0
|
211,058
|
Male
| 35
| 1
| 41
| 1
|
1-2 Year
|
No
| 30,259
| 152
| 165
| 0
|
307,945
|
Male
| 61
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 48,353
| 26
| 42
| 0
|
39,437
|
Male
| 33
| 1
| 15
| 0
|
< 1 Year
|
Yes
| 2,630
| 124
| 123
| 1
|
138,972
|
Female
| 38
| 1
| 0
| 1
|
1-2 Year
|
No
| 2,630
| 26
| 92
| 0
|
501,276
|
Male
| 47
| 1
| 36
| 0
|
1-2 Year
|
Yes
| 30,495
| 26
| 155
| 1
|
14,189
|
Male
| 37
| 1
| 36
| 0
|
1-2 Year
|
Yes
| 48,039
| 30
| 111
| 0
|
361,036
|
Female
| 26
| 1
| 8
| 1
|
< 1 Year
|
No
| 31,616
| 152
| 62
| 0
|
225,371
|
Male
| 50
| 1
| 33
| 0
|
1-2 Year
|
Yes
| 28,276
| 138
| 165
| 1
|
363,474
|
Male
| 26
| 1
| 9
| 1
|
< 1 Year
|
No
| 37,347
| 152
| 167
| 0
|
21,090
|
Female
| 26
| 1
| 46
| 1
|
< 1 Year
|
No
| 33,328
| 152
| 252
| 0
|
141,429
|
Female
| 26
| 1
| 28
| 1
|
< 1 Year
|
No
| 41,920
| 152
| 210
| 0
|
265,059
|
Female
| 30
| 1
| 8
| 0
|
< 1 Year
|
No
| 25,235
| 152
| 88
| 0
|
212,465
|
Female
| 26
| 1
| 30
| 1
|
< 1 Year
|
No
| 32,291
| 152
| 273
| 0
|
360,298
|
Female
| 50
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 49,341
| 122
| 27
| 1
|
47,191
|
Female
| 45
| 1
| 28
| 1
|
1-2 Year
|
No
| 34,234
| 124
| 268
| 0
|
161,420
|
Female
| 28
| 1
| 36
| 0
|
< 1 Year
|
Yes
| 31,101
| 152
| 27
| 0
|
214,792
|
Male
| 42
| 1
| 41
| 1
|
1-2 Year
|
Yes
| 2,630
| 157
| 143
| 0
|
270,503
|
Male
| 47
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 48,105
| 26
| 259
| 1
|
281,902
|
Male
| 22
| 1
| 24
| 1
|
< 1 Year
|
No
| 2,630
| 160
| 29
| 0
|
262,228
|
Female
| 22
| 1
| 3
| 0
|
< 1 Year
|
Yes
| 19,687
| 152
| 127
| 1
|
341,008
|
Male
| 24
| 1
| 36
| 0
|
< 1 Year
|
No
| 2,630
| 160
| 166
| 0
|
157,233
|
Female
| 33
| 1
| 30
| 1
|
< 1 Year
|
No
| 25,404
| 152
| 92
| 0
|
118,067
|
Male
| 28
| 1
| 8
| 1
|
< 1 Year
|
No
| 27,869
| 152
| 221
| 0
|
168,705
|
Female
| 30
| 1
| 4
| 0
|
< 1 Year
|
No
| 2,630
| 1
| 286
| 0
|
241,958
|
Female
| 24
| 1
| 43
| 0
|
< 1 Year
|
No
| 32,562
| 152
| 68
| 0
|
84,514
|
Male
| 23
| 1
| 23
| 1
|
< 1 Year
|
No
| 31,471
| 152
| 193
| 0
|
153,066
|
Male
| 73
| 1
| 0
| 1
|
1-2 Year
|
No
| 2,630
| 21
| 165
| 0
|
123,360
|
Female
| 39
| 1
| 4
| 0
|
1-2 Year
|
Yes
| 33,417
| 156
| 173
| 1
|
171,129
|
Female
| 41
| 1
| 48
| 0
|
1-2 Year
|
Yes
| 2,630
| 154
| 146
| 0
|
40,556
|
Female
| 75
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 27,099
| 26
| 11
| 0
|
345,181
|
Male
| 54
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 31,301
| 26
| 194
| 0
|
258,557
|
Male
| 60
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 45,222
| 124
| 100
| 0
|
243,426
|
Female
| 77
| 1
| 28
| 1
|
1-2 Year
|
No
| 42,770
| 26
| 106
| 0
|
181,700
|
Male
| 70
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 34,389
| 26
| 282
| 0
|
69,680
|
Male
| 30
| 1
| 28
| 1
|
1-2 Year
|
No
| 2,630
| 124
| 276
| 0
|
497,589
|
Male
| 75
| 1
| 28
| 1
|
1-2 Year
|
No
| 2,630
| 26
| 106
| 0
|
286,833
|
Male
| 23
| 1
| 45
| 1
|
< 1 Year
|
No
| 26,786
| 152
| 17
| 0
|
55,874
|
Female
| 42
| 1
| 9
| 0
|
1-2 Year
|
Yes
| 25,937
| 11
| 66
| 0
|
125,952
|
Female
| 21
| 1
| 36
| 1
|
< 1 Year
|
No
| 35,004
| 160
| 222
| 0
|
341,542
|
Male
| 21
| 1
| 28
| 1
|
< 1 Year
|
No
| 72,544
| 160
| 135
| 0
|
244,304
|
Male
| 51
| 1
| 3
| 1
|
1-2 Year
|
No
| 2,630
| 26
| 30
| 0
|
167,590
|
Female
| 51
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 28,311
| 26
| 95
| 0
|
158,774
|
Male
| 37
| 1
| 47
| 0
|
1-2 Year
|
Yes
| 29,620
| 16
| 150
| 0
|
1,077
|
Female
| 69
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 42,340
| 26
| 40
| 0
|
314,876
|
Male
| 29
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 30,083
| 124
| 265
| 0
|
325,927
|
Male
| 69
| 1
| 1
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 298
| 0
|
209,622
|
Male
| 43
| 1
| 8
| 1
|
1-2 Year
|
No
| 48,454
| 124
| 105
| 0
|
110,802
|
Male
| 27
| 1
| 28
| 1
|
< 1 Year
|
No
| 29,415
| 152
| 44
| 0
|
118,166
|
Male
| 29
| 1
| 36
| 0
|
< 1 Year
|
Yes
| 36,539
| 152
| 287
| 0
|
64,466
|
Male
| 25
| 1
| 47
| 0
|
< 1 Year
|
Yes
| 31,863
| 26
| 99
| 0
|
503,243
|
Male
| 38
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 41,240
| 154
| 189
| 1
|
433,319
|
Female
| 24
| 1
| 15
| 1
|
< 1 Year
|
No
| 28,764
| 152
| 91
| 0
|
195,697
|
Male
| 24
| 1
| 28
| 1
|
< 1 Year
|
No
| 32,837
| 152
| 186
| 0
|
366,360
|
Female
| 23
| 1
| 7
| 1
|
< 1 Year
|
No
| 33,117
| 151
| 203
| 0
|
351,866
|
Male
| 29
| 1
| 23
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 169
| 0
|
200,352
|
Female
| 25
| 1
| 46
| 0
|
< 1 Year
|
Yes
| 35,859
| 152
| 24
| 0
|
184,047
|
Male
| 24
| 1
| 3
| 1
|
< 1 Year
|
No
| 25,782
| 152
| 130
| 0
|
439,112
|
Female
| 25
| 1
| 8
| 1
|
< 1 Year
|
No
| 47,624
| 152
| 275
| 0
|
355,356
|
Female
| 60
| 1
| 34
| 1
|
1-2 Year
|
No
| 33,308
| 26
| 48
| 0
|
114,757
|
Female
| 22
| 1
| 41
| 1
|
< 1 Year
|
No
| 26,189
| 152
| 47
| 0
|
346,608
|
Male
| 80
| 1
| 8
| 1
|
1-2 Year
|
No
| 32,319
| 26
| 80
| 0
|
387,298
|
Male
| 39
| 1
| 8
| 1
|
1-2 Year
|
No
| 38,811
| 26
| 81
| 0
|
17,469
|
Female
| 25
| 1
| 28
| 1
|
< 1 Year
|
No
| 25,171
| 151
| 41
| 0
|
491,062
|
Male
| 43
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 273
| 1
|
460,486
|
Male
| 55
| 1
| 10
| 1
|
1-2 Year
|
No
| 39,467
| 124
| 277
| 0
|
343,939
|
Female
| 51
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 2,630
| 157
| 114
| 0
|
392,056
|
Male
| 25
| 1
| 29
| 1
|
< 1 Year
|
No
| 26,218
| 152
| 10
| 0
|
302,426
|
Male
| 75
| 1
| 28
| 1
|
1-2 Year
|
No
| 2,630
| 124
| 156
| 0
|
247,526
|
Female
| 23
| 1
| 6
| 1
|
< 1 Year
|
No
| 27,127
| 152
| 295
| 0
|
1,834
|
Male
| 46
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 38,409
| 13
| 298
| 1
|
341,956
|
Female
| 26
| 1
| 3
| 1
|
< 1 Year
|
No
| 31,671
| 152
| 48
| 0
|
44,656
|
Male
| 32
| 1
| 19
| 0
|
1-2 Year
|
Yes
| 2,630
| 154
| 188
| 0
|
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