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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
194,567
|
Male
| 55
| 1
| 35
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 53
| 0
|
115,199
|
Male
| 29
| 1
| 38
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 198
| 0
|
100,392
|
Female
| 24
| 1
| 8
| 1
|
< 1 Year
|
No
| 27,347
| 152
| 202
| 0
|
127,708
|
Male
| 53
| 1
| 28
| 1
|
1-2 Year
|
No
| 49,364
| 26
| 119
| 0
|
59,581
|
Female
| 79
| 1
| 28
| 1
|
1-2 Year
|
No
| 58,395
| 26
| 91
| 0
|
30,947
|
Male
| 45
| 1
| 28
| 1
|
1-2 Year
|
No
| 37,036
| 45
| 40
| 0
|
26,045
|
Female
| 24
| 1
| 36
| 1
|
< 1 Year
|
No
| 38,468
| 152
| 132
| 0
|
47,634
|
Female
| 25
| 1
| 11
| 1
|
< 1 Year
|
No
| 24,218
| 152
| 25
| 0
|
16,479
|
Female
| 53
| 1
| 29
| 0
|
1-2 Year
|
Yes
| 36,114
| 135
| 79
| 1
|
171,883
|
Male
| 24
| 1
| 21
| 1
|
< 1 Year
|
No
| 33,018
| 152
| 128
| 0
|
352,875
|
Female
| 45
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 42,320
| 122
| 130
| 0
|
232,342
|
Female
| 28
| 1
| 46
| 1
|
< 1 Year
|
No
| 24,152
| 152
| 178
| 0
|
284,930
|
Female
| 21
| 1
| 49
| 1
|
< 1 Year
|
Yes
| 2,630
| 160
| 83
| 0
|
55,935
|
Male
| 62
| 1
| 8
| 0
|
> 2 Years
|
Yes
| 43,100
| 26
| 34
| 0
|
143,557
|
Female
| 46
| 1
| 8
| 0
|
1-2 Year
|
No
| 45,496
| 124
| 135
| 0
|
284,215
|
Male
| 22
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 39,734
| 152
| 39
| 0
|
345,185
|
Female
| 24
| 1
| 32
| 1
|
< 1 Year
|
No
| 18,593
| 152
| 224
| 0
|
323,514
|
Female
| 26
| 1
| 11
| 0
|
< 1 Year
|
Yes
| 26,509
| 152
| 226
| 1
|
239,635
|
Female
| 25
| 1
| 21
| 1
|
< 1 Year
|
No
| 23,881
| 152
| 213
| 0
|
183,985
|
Female
| 75
| 1
| 8
| 0
|
> 2 Years
|
Yes
| 31,645
| 26
| 84
| 0
|
192,773
|
Male
| 23
| 1
| 8
| 0
|
< 1 Year
|
Yes
| 45,125
| 152
| 116
| 0
|
74,792
|
Female
| 41
| 1
| 29
| 0
|
1-2 Year
|
Yes
| 39,675
| 4
| 103
| 1
|
254,956
|
Male
| 52
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 132
| 0
|
265,151
|
Female
| 27
| 1
| 46
| 1
|
< 1 Year
|
No
| 27,029
| 26
| 11
| 0
|
138,585
|
Male
| 43
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 31,888
| 124
| 236
| 0
|
250,203
|
Female
| 22
| 1
| 50
| 1
|
< 1 Year
|
No
| 26,484
| 152
| 24
| 0
|
331,195
|
Female
| 54
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 36,468
| 26
| 299
| 1
|
15,167
|
Female
| 29
| 1
| 28
| 1
|
< 1 Year
|
No
| 30,487
| 152
| 130
| 0
|
312,672
|
Male
| 44
| 1
| 30
| 1
|
1-2 Year
|
No
| 34,059
| 152
| 90
| 0
|
62,186
|
Male
| 67
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 33,891
| 26
| 206
| 0
|
305,283
|
Male
| 33
| 1
| 24
| 0
|
< 1 Year
|
Yes
| 2,630
| 156
| 11
| 1
|
282,386
|
Male
| 46
| 1
| 6
| 0
|
> 2 Years
|
Yes
| 2,630
| 26
| 88
| 1
|
15,086
|
Female
| 51
| 1
| 15
| 0
|
1-2 Year
|
Yes
| 2,630
| 152
| 170
| 0
|
499,858
|
Female
| 58
| 1
| 28
| 1
|
1-2 Year
|
No
| 33,547
| 152
| 248
| 0
|
348,674
|
Female
| 23
| 1
| 28
| 1
|
< 1 Year
|
No
| 57,625
| 152
| 193
| 0
|
499,615
|
Male
| 39
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 50,791
| 124
| 118
| 1
|
96,639
|
Female
| 22
| 1
| 2
| 1
|
< 1 Year
|
No
| 24,590
| 152
| 269
| 0
|
226,479
|
Male
| 44
| 1
| 14
| 1
|
1-2 Year
|
No
| 33,273
| 26
| 181
| 0
|
174,389
|
Female
| 28
| 1
| 29
| 1
|
< 1 Year
|
Yes
| 2,630
| 160
| 184
| 0
|
281,316
|
Female
| 48
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 109
| 0
|
233,781
|
Male
| 22
| 1
| 45
| 0
|
< 1 Year
|
No
| 30,258
| 152
| 46
| 0
|
41,856
|
Male
| 29
| 1
| 36
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 10
| 0
|
47,497
|
Male
| 59
| 1
| 8
| 0
|
1-2 Year
|
No
| 34,772
| 26
| 255
| 0
|
260,215
|
Male
| 37
| 1
| 28
| 1
|
1-2 Year
|
No
| 70,212
| 26
| 37
| 0
|
164,515
|
Male
| 29
| 1
| 6
| 1
|
< 1 Year
|
No
| 33,653
| 152
| 61
| 0
|
192,173
|
Female
| 27
| 1
| 14
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 214
| 0
|
336,945
|
Female
| 54
| 1
| 48
| 1
|
1-2 Year
|
No
| 2,630
| 124
| 43
| 0
|
12,053
|
Female
| 27
| 1
| 35
| 1
|
< 1 Year
|
No
| 24,970
| 152
| 96
| 0
|
251,643
|
Male
| 50
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 39,445
| 26
| 23
| 0
|
27,851
|
Male
| 39
| 1
| 28
| 1
|
1-2 Year
|
No
| 30,784
| 124
| 32
| 0
|
304,422
|
Male
| 20
| 1
| 46
| 0
|
< 1 Year
|
Yes
| 31,358
| 160
| 54
| 0
|
404,591
|
Female
| 24
| 1
| 43
| 1
|
< 1 Year
|
No
| 40,035
| 152
| 118
| 0
|
68,114
|
Female
| 24
| 1
| 3
| 1
|
< 1 Year
|
No
| 77,251
| 152
| 177
| 0
|
440,476
|
Male
| 46
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 46,277
| 122
| 81
| 1
|
316,258
|
Male
| 28
| 1
| 6
| 1
|
< 1 Year
|
No
| 24,636
| 152
| 13
| 0
|
232,453
|
Female
| 25
| 1
| 29
| 1
|
< 1 Year
|
No
| 29,195
| 152
| 126
| 0
|
25,303
|
Female
| 24
| 1
| 11
| 0
|
< 1 Year
|
Yes
| 2,630
| 152
| 83
| 0
|
39,677
|
Male
| 26
| 1
| 15
| 1
|
< 1 Year
|
No
| 40,790
| 160
| 298
| 0
|
217,208
|
Female
| 22
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 63,093
| 124
| 128
| 0
|
128,432
|
Female
| 21
| 1
| 10
| 0
|
< 1 Year
|
Yes
| 23,969
| 160
| 252
| 0
|
317,954
|
Female
| 30
| 1
| 8
| 0
|
< 1 Year
|
Yes
| 51,443
| 124
| 11
| 1
|
273,848
|
Female
| 54
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 45,982
| 61
| 65
| 0
|
50,938
|
Female
| 21
| 1
| 25
| 1
|
< 1 Year
|
No
| 26,492
| 160
| 164
| 0
|
160,453
|
Female
| 34
| 1
| 3
| 0
|
1-2 Year
|
No
| 20,190
| 124
| 292
| 0
|
210,331
|
Female
| 45
| 1
| 28
| 0
|
1-2 Year
|
No
| 44,319
| 26
| 221
| 0
|
376,800
|
Female
| 36
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 34,021
| 124
| 79
| 0
|
463,333
|
Female
| 24
| 1
| 8
| 1
|
< 1 Year
|
No
| 2,630
| 151
| 62
| 0
|
46,260
|
Female
| 25
| 1
| 30
| 1
|
< 1 Year
|
No
| 32,685
| 152
| 53
| 0
|
207,844
|
Male
| 42
| 1
| 32
| 0
|
1-2 Year
|
Yes
| 26,218
| 124
| 25
| 0
|
301,746
|
Female
| 37
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 26,017
| 26
| 216
| 1
|
68,762
|
Male
| 23
| 1
| 9
| 1
|
< 1 Year
|
No
| 37,086
| 160
| 81
| 0
|
423,113
|
Male
| 25
| 1
| 21
| 1
|
< 1 Year
|
No
| 21,741
| 152
| 26
| 0
|
176,556
|
Female
| 53
| 1
| 28
| 1
|
1-2 Year
|
No
| 42,443
| 26
| 251
| 0
|
405,692
|
Female
| 26
| 1
| 2
| 1
|
< 1 Year
|
No
| 35,444
| 152
| 239
| 0
|
50,852
|
Female
| 39
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 60
| 33
| 1
|
195,405
|
Female
| 63
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 24,464
| 26
| 138
| 0
|
544
|
Male
| 57
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 24,552
| 26
| 122
| 1
|
398,122
|
Male
| 75
| 1
| 28
| 1
|
1-2 Year
|
No
| 43,322
| 26
| 260
| 0
|
197,319
|
Male
| 22
| 1
| 41
| 1
|
< 1 Year
|
No
| 36,929
| 152
| 190
| 0
|
137,697
|
Male
| 24
| 1
| 50
| 0
|
< 1 Year
|
Yes
| 40,524
| 152
| 172
| 0
|
57,681
|
Female
| 27
| 1
| 50
| 1
|
< 1 Year
|
No
| 41,846
| 152
| 281
| 0
|
27,291
|
Female
| 30
| 1
| 37
| 1
|
< 1 Year
|
No
| 38,946
| 152
| 236
| 0
|
124,245
|
Male
| 31
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 45,677
| 122
| 233
| 0
|
211,637
|
Male
| 22
| 1
| 15
| 1
|
< 1 Year
|
No
| 31,796
| 152
| 209
| 0
|
185,330
|
Male
| 25
| 1
| 34
| 1
|
1-2 Year
|
No
| 25,666
| 154
| 209
| 0
|
241,653
|
Male
| 74
| 1
| 2
| 1
|
1-2 Year
|
No
| 39,684
| 124
| 266
| 0
|
161,215
|
Female
| 24
| 1
| 40
| 1
|
< 1 Year
|
No
| 22,385
| 152
| 37
| 0
|
267,836
|
Male
| 62
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 26,196
| 26
| 165
| 0
|
100,841
|
Male
| 44
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 48,654
| 26
| 256
| 1
|
501,758
|
Female
| 54
| 1
| 15
| 1
|
1-2 Year
|
No
| 30,635
| 152
| 24
| 0
|
121,649
|
Male
| 25
| 1
| 30
| 1
|
< 1 Year
|
No
| 2,630
| 151
| 183
| 0
|
82,738
|
Female
| 49
| 1
| 24
| 1
|
1-2 Year
|
No
| 31,854
| 12
| 27
| 0
|
62,066
|
Female
| 29
| 1
| 29
| 0
|
< 1 Year
|
No
| 2,630
| 1
| 82
| 0
|
306,350
|
Male
| 22
| 1
| 25
| 1
|
< 1 Year
|
No
| 29,871
| 160
| 275
| 0
|
359,726
|
Male
| 46
| 1
| 47
| 0
|
1-2 Year
|
Yes
| 33,381
| 26
| 137
| 0
|
268,814
|
Male
| 25
| 1
| 3
| 0
|
< 1 Year
|
Yes
| 33,976
| 152
| 137
| 0
|
126,832
|
Male
| 43
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 286
| 0
|
138,490
|
Male
| 41
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 34,162
| 124
| 289
| 0
|
280,458
|
Female
| 29
| 1
| 8
| 1
|
< 1 Year
|
No
| 23,737
| 152
| 163
| 0
|
63,004
|
Male
| 41
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 38,493
| 124
| 100
| 0
|
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