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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
341,409
|
Male
| 26
| 1
| 30
| 1
|
< 1 Year
|
No
| 22,678
| 152
| 176
| 0
|
153,234
|
Male
| 26
| 1
| 29
| 1
|
< 1 Year
|
No
| 30,178
| 152
| 135
| 0
|
433,073
|
Female
| 26
| 1
| 45
| 1
|
< 1 Year
|
No
| 23,677
| 152
| 145
| 0
|
399,406
|
Male
| 45
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 56,334
| 26
| 211
| 1
|
439,554
|
Male
| 48
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 43,738
| 124
| 289
| 1
|
24,341
|
Male
| 44
| 1
| 38
| 0
|
1-2 Year
|
No
| 49,441
| 124
| 292
| 0
|
261,620
|
Male
| 21
| 1
| 36
| 0
|
< 1 Year
|
Yes
| 35,515
| 160
| 65
| 0
|
392,700
|
Male
| 25
| 1
| 8
| 1
|
< 1 Year
|
No
| 40,403
| 152
| 273
| 0
|
115,527
|
Female
| 23
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 30,663
| 156
| 106
| 0
|
39,498
|
Male
| 47
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 30,449
| 155
| 28
| 0
|
328,416
|
Female
| 21
| 1
| 47
| 1
|
< 1 Year
|
No
| 41,193
| 152
| 53
| 0
|
435,744
|
Male
| 26
| 1
| 41
| 1
|
< 1 Year
|
No
| 18,809
| 152
| 263
| 0
|
239,380
|
Female
| 31
| 1
| 24
| 0
|
< 1 Year
|
Yes
| 2,630
| 152
| 72
| 1
|
28,654
|
Female
| 35
| 1
| 14
| 0
|
< 1 Year
|
Yes
| 2,630
| 1
| 264
| 0
|
387,141
|
Female
| 31
| 1
| 6
| 1
|
< 1 Year
|
No
| 21,250
| 152
| 23
| 0
|
253,021
|
Male
| 41
| 1
| 46
| 0
|
> 2 Years
|
Yes
| 20,166
| 124
| 36
| 0
|
3,645
|
Male
| 24
| 1
| 46
| 1
|
< 1 Year
|
No
| 26,123
| 152
| 283
| 0
|
221,308
|
Female
| 21
| 1
| 25
| 1
|
< 1 Year
|
No
| 42,088
| 152
| 20
| 0
|
306,994
|
Female
| 35
| 1
| 3
| 1
|
1-2 Year
|
No
| 34,321
| 124
| 20
| 0
|
175,210
|
Male
| 53
| 1
| 36
| 1
|
1-2 Year
|
Yes
| 2,630
| 156
| 170
| 0
|
186,302
|
Male
| 53
| 1
| 29
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 262
| 0
|
360,703
|
Female
| 31
| 1
| 41
| 0
|
< 1 Year
|
Yes
| 23,976
| 26
| 34
| 0
|
65,511
|
Female
| 22
| 1
| 15
| 0
|
< 1 Year
|
Yes
| 2,630
| 152
| 160
| 0
|
371,172
|
Male
| 27
| 1
| 50
| 1
|
< 1 Year
|
No
| 23,875
| 152
| 299
| 0
|
322,255
|
Male
| 31
| 1
| 8
| 0
|
< 1 Year
|
Yes
| 60,132
| 24
| 163
| 0
|
179,875
|
Male
| 42
| 1
| 19
| 1
|
1-2 Year
|
No
| 29,589
| 26
| 285
| 0
|
330,284
|
Female
| 26
| 1
| 28
| 1
|
< 1 Year
|
No
| 38,127
| 152
| 263
| 0
|
151,797
|
Male
| 26
| 1
| 47
| 1
|
< 1 Year
|
Yes
| 44,973
| 26
| 279
| 0
|
83,259
|
Male
| 50
| 1
| 28
| 1
|
1-2 Year
|
No
| 36,126
| 26
| 157
| 0
|
19,399
|
Female
| 47
| 1
| 29
| 0
|
1-2 Year
|
No
| 29,825
| 26
| 129
| 0
|
268,370
|
Male
| 46
| 1
| 28
| 1
|
1-2 Year
|
No
| 42,538
| 26
| 99
| 0
|
117,393
|
Female
| 21
| 1
| 8
| 0
|
< 1 Year
|
No
| 35,997
| 152
| 298
| 0
|
98,834
|
Female
| 22
| 1
| 8
| 1
|
< 1 Year
|
No
| 48,091
| 26
| 74
| 0
|
204,396
|
Female
| 23
| 1
| 45
| 1
|
< 1 Year
|
No
| 21,666
| 152
| 64
| 0
|
310,483
|
Male
| 25
| 1
| 6
| 1
|
< 1 Year
|
No
| 13,721
| 152
| 162
| 0
|
28,373
|
Female
| 40
| 1
| 45
| 0
|
1-2 Year
|
Yes
| 2,630
| 157
| 222
| 1
|
258,737
|
Female
| 25
| 1
| 26
| 0
|
< 1 Year
|
Yes
| 2,630
| 160
| 259
| 0
|
380,320
|
Male
| 27
| 1
| 3
| 1
|
< 1 Year
|
No
| 23,132
| 152
| 97
| 0
|
43,209
|
Male
| 40
| 1
| 8
| 0
|
> 2 Years
|
Yes
| 41,977
| 19
| 105
| 0
|
201,614
|
Male
| 22
| 1
| 41
| 1
|
< 1 Year
|
No
| 36,057
| 160
| 228
| 0
|
275,381
|
Female
| 22
| 1
| 9
| 0
|
< 1 Year
|
Yes
| 22,612
| 152
| 279
| 0
|
2,889
|
Male
| 38
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 28,506
| 124
| 183
| 0
|
291,626
|
Female
| 38
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 35,408
| 26
| 115
| 0
|
130,446
|
Male
| 40
| 1
| 26
| 1
|
1-2 Year
|
No
| 35,635
| 26
| 287
| 0
|
84,854
|
Male
| 25
| 1
| 1
| 0
|
< 1 Year
|
Yes
| 2,630
| 152
| 106
| 0
|
502,852
|
Male
| 39
| 1
| 8
| 1
|
1-2 Year
|
No
| 29,665
| 26
| 221
| 0
|
294,241
|
Male
| 46
| 1
| 41
| 0
|
1-2 Year
|
No
| 37,188
| 13
| 231
| 0
|
247,565
|
Female
| 22
| 1
| 25
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 277
| 0
|
99,742
|
Male
| 24
| 1
| 46
| 1
|
< 1 Year
|
Yes
| 34,059
| 152
| 229
| 0
|
92,120
|
Male
| 34
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 37,180
| 124
| 183
| 1
|
417,438
|
Male
| 45
| 1
| 51
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 232
| 1
|
260,392
|
Male
| 66
| 1
| 50
| 0
|
1-2 Year
|
Yes
| 44,428
| 8
| 129
| 0
|
264,332
|
Female
| 60
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 48,323
| 25
| 77
| 0
|
294,348
|
Male
| 48
| 1
| 47
| 0
|
1-2 Year
|
Yes
| 34,941
| 124
| 39
| 0
|
40,207
|
Female
| 35
| 1
| 8
| 1
|
1-2 Year
|
No
| 31,274
| 151
| 48
| 0
|
149,579
|
Male
| 42
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 215
| 0
|
146,141
|
Female
| 47
| 1
| 18
| 0
|
1-2 Year
|
Yes
| 25,790
| 124
| 200
| 0
|
276,621
|
Male
| 53
| 1
| 8
| 1
|
1-2 Year
|
No
| 39,856
| 26
| 281
| 0
|
291,230
|
Male
| 45
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 45,954
| 124
| 48
| 0
|
96,383
|
Male
| 22
| 1
| 18
| 0
|
< 1 Year
|
Yes
| 29,881
| 152
| 153
| 0
|
155,009
|
Male
| 32
| 1
| 46
| 1
|
< 1 Year
|
No
| 33,953
| 152
| 122
| 0
|
186,754
|
Male
| 43
| 1
| 21
| 0
|
1-2 Year
|
Yes
| 26,613
| 26
| 29
| 0
|
191,712
|
Female
| 27
| 1
| 30
| 1
|
< 1 Year
|
No
| 25,260
| 152
| 176
| 0
|
192,341
|
Female
| 23
| 1
| 28
| 1
|
< 1 Year
|
No
| 30,025
| 152
| 21
| 0
|
320,241
|
Female
| 57
| 1
| 8
| 1
|
1-2 Year
|
No
| 24,372
| 152
| 195
| 0
|
309,975
|
Female
| 28
| 1
| 3
| 1
|
< 1 Year
|
No
| 25,969
| 152
| 195
| 0
|
88,968
|
Female
| 27
| 1
| 50
| 1
|
< 1 Year
|
No
| 34,421
| 152
| 168
| 0
|
282,958
|
Male
| 28
| 1
| 41
| 1
|
< 1 Year
|
No
| 41,649
| 152
| 51
| 0
|
260,446
|
Male
| 29
| 1
| 35
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 60
| 1
|
5,791
|
Female
| 25
| 1
| 47
| 1
|
< 1 Year
|
No
| 35,177
| 152
| 228
| 0
|
317,192
|
Male
| 69
| 1
| 28
| 1
|
1-2 Year
|
No
| 48,065
| 124
| 50
| 0
|
46,522
|
Male
| 49
| 1
| 28
| 1
|
1-2 Year
|
No
| 2,630
| 124
| 138
| 0
|
149,222
|
Female
| 46
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 75,666
| 26
| 158
| 1
|
144,489
|
Male
| 55
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 43,712
| 124
| 233
| 0
|
185,313
|
Male
| 58
| 1
| 26
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 187
| 1
|
299,764
|
Female
| 60
| 1
| 28
| 0
|
1-2 Year
|
No
| 48,954
| 26
| 192
| 0
|
486,538
|
Female
| 34
| 1
| 21
| 1
|
1-2 Year
|
No
| 35,484
| 26
| 149
| 0
|
482,222
|
Female
| 24
| 1
| 8
| 1
|
< 1 Year
|
No
| 42,143
| 152
| 91
| 0
|
345,220
|
Male
| 28
| 1
| 29
| 1
|
< 1 Year
|
No
| 43,469
| 152
| 90
| 0
|
217,182
|
Male
| 25
| 1
| 36
| 1
|
< 1 Year
|
No
| 31,086
| 152
| 258
| 0
|
103,036
|
Female
| 35
| 1
| 28
| 1
|
1-2 Year
|
Yes
| 2,630
| 26
| 127
| 0
|
499,773
|
Female
| 27
| 1
| 8
| 1
|
< 1 Year
|
No
| 39,581
| 152
| 76
| 0
|
144,320
|
Female
| 54
| 1
| 45
| 0
|
1-2 Year
|
Yes
| 52,816
| 26
| 37
| 0
|
422,420
|
Male
| 21
| 1
| 39
| 1
|
< 1 Year
|
No
| 30,540
| 152
| 170
| 0
|
180,093
|
Female
| 49
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 32,774
| 122
| 154
| 0
|
485,924
|
Male
| 44
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 22,593
| 163
| 275
| 1
|
159,246
|
Male
| 38
| 1
| 0
| 0
|
1-2 Year
|
No
| 2,630
| 26
| 278
| 0
|
124,309
|
Male
| 25
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 57,990
| 152
| 72
| 0
|
109,358
|
Male
| 22
| 1
| 46
| 1
|
< 1 Year
|
No
| 21,980
| 152
| 295
| 0
|
374,062
|
Female
| 23
| 1
| 46
| 1
|
< 1 Year
|
No
| 27,809
| 152
| 297
| 0
|
121,525
|
Male
| 22
| 1
| 46
| 1
|
< 1 Year
|
No
| 31,802
| 152
| 51
| 0
|
430,883
|
Female
| 35
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 2,630
| 157
| 41
| 1
|
459,374
|
Male
| 32
| 1
| 22
| 0
|
1-2 Year
|
Yes
| 30,374
| 26
| 31
| 1
|
14,597
|
Male
| 40
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 89,463
| 52
| 102
| 0
|
371,101
|
Female
| 23
| 1
| 28
| 1
|
< 1 Year
|
No
| 47,628
| 153
| 24
| 0
|
76,230
|
Female
| 56
| 1
| 35
| 0
|
> 2 Years
|
Yes
| 2,630
| 10
| 286
| 0
|
399,570
|
Female
| 50
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 45,680
| 26
| 274
| 1
|
274,389
|
Male
| 43
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 47,229
| 26
| 188
| 0
|
473,239
|
Male
| 48
| 1
| 15
| 0
|
1-2 Year
|
Yes
| 32,489
| 124
| 79
| 1
|
415,812
|
Female
| 65
| 1
| 46
| 1
|
1-2 Year
|
No
| 42,184
| 124
| 108
| 0
|
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