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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
149,291
|
Female
| 54
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 39,186
| 55
| 142
| 0
|
310,201
|
Male
| 60
| 1
| 48
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 32
| 1
|
62,924
|
Male
| 79
| 1
| 41
| 0
|
> 2 Years
|
Yes
| 41,601
| 26
| 202
| 0
|
282,510
|
Female
| 25
| 1
| 41
| 1
|
< 1 Year
|
No
| 28,015
| 152
| 79
| 0
|
3,421
|
Female
| 49
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 260
| 0
|
5,463
|
Male
| 25
| 1
| 29
| 1
|
< 1 Year
|
No
| 39,767
| 152
| 166
| 0
|
250,769
|
Female
| 39
| 1
| 31
| 0
|
1-2 Year
|
Yes
| 2,630
| 122
| 90
| 0
|
395,633
|
Female
| 31
| 1
| 42
| 0
|
1-2 Year
|
Yes
| 25,492
| 26
| 296
| 1
|
434,647
|
Male
| 22
| 1
| 41
| 1
|
< 1 Year
|
No
| 38,799
| 152
| 228
| 0
|
107,607
|
Male
| 40
| 1
| 28
| 1
|
1-2 Year
|
No
| 39,172
| 60
| 123
| 0
|
314,121
|
Male
| 42
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 45,023
| 154
| 175
| 0
|
170,657
|
Male
| 23
| 1
| 47
| 0
|
< 1 Year
|
Yes
| 33,467
| 152
| 156
| 0
|
437,349
|
Male
| 21
| 1
| 36
| 1
|
< 1 Year
|
No
| 36,345
| 152
| 106
| 0
|
318,219
|
Female
| 45
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 42,295
| 55
| 144
| 0
|
274,675
|
Female
| 36
| 1
| 45
| 0
|
1-2 Year
|
Yes
| 28,960
| 157
| 251
| 0
|
176,212
|
Female
| 24
| 1
| 10
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 268
| 0
|
250,430
|
Male
| 23
| 1
| 45
| 1
|
< 1 Year
|
No
| 19,233
| 152
| 83
| 0
|
438,722
|
Male
| 59
| 1
| 28
| 1
|
1-2 Year
|
No
| 53,526
| 124
| 231
| 0
|
105,562
|
Female
| 23
| 1
| 47
| 0
|
< 1 Year
|
No
| 30,351
| 152
| 52
| 0
|
232,007
|
Male
| 60
| 1
| 28
| 0
|
1-2 Year
|
No
| 24,774
| 124
| 277
| 0
|
482,124
|
Female
| 31
| 1
| 15
| 1
|
< 1 Year
|
No
| 41,147
| 152
| 231
| 0
|
491,338
|
Male
| 31
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 36,871
| 26
| 272
| 1
|
91,569
|
Male
| 42
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 2,630
| 26
| 186
| 0
|
246,232
|
Male
| 54
| 1
| 48
| 1
|
1-2 Year
|
No
| 2,630
| 26
| 47
| 0
|
293,236
|
Female
| 55
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 51,966
| 125
| 225
| 0
|
466,090
|
Male
| 24
| 1
| 28
| 1
|
< 1 Year
|
No
| 26,544
| 152
| 83
| 0
|
338,663
|
Male
| 22
| 1
| 11
| 1
|
< 1 Year
|
No
| 29,940
| 152
| 239
| 0
|
379,229
|
Female
| 25
| 1
| 15
| 1
|
< 1 Year
|
No
| 32,523
| 152
| 245
| 0
|
17,418
|
Female
| 22
| 1
| 46
| 1
|
< 1 Year
|
No
| 18,970
| 152
| 63
| 0
|
253,965
|
Male
| 39
| 1
| 7
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 193
| 0
|
332,622
|
Female
| 38
| 1
| 36
| 0
|
1-2 Year
|
Yes
| 2,630
| 157
| 166
| 1
|
90,117
|
Female
| 48
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 43,446
| 124
| 10
| 0
|
314,322
|
Male
| 27
| 1
| 12
| 0
|
< 1 Year
|
Yes
| 33,324
| 152
| 110
| 0
|
174,722
|
Male
| 47
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 46,337
| 26
| 208
| 1
|
138,630
|
Female
| 24
| 1
| 28
| 1
|
< 1 Year
|
No
| 35,359
| 152
| 64
| 0
|
354,288
|
Female
| 24
| 1
| 28
| 1
|
< 1 Year
|
No
| 40,228
| 152
| 96
| 0
|
313,230
|
Male
| 72
| 1
| 50
| 0
|
1-2 Year
|
Yes
| 34,580
| 25
| 47
| 0
|
446,317
|
Female
| 29
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 23,040
| 154
| 57
| 1
|
463,423
|
Male
| 21
| 1
| 30
| 1
|
< 1 Year
|
No
| 33,882
| 152
| 82
| 0
|
340,681
|
Female
| 79
| 1
| 8
| 1
|
1-2 Year
|
No
| 35,921
| 124
| 145
| 0
|
443,117
|
Female
| 30
| 1
| 21
| 1
|
< 1 Year
|
No
| 27,444
| 152
| 232
| 0
|
429,710
|
Female
| 25
| 1
| 50
| 1
|
< 1 Year
|
No
| 50,459
| 152
| 207
| 0
|
461,728
|
Male
| 30
| 1
| 36
| 0
|
1-2 Year
|
Yes
| 34,130
| 154
| 98
| 1
|
224,129
|
Female
| 26
| 1
| 28
| 1
|
< 1 Year
|
No
| 46,711
| 152
| 122
| 0
|
30,061
|
Male
| 68
| 1
| 41
| 1
|
1-2 Year
|
No
| 40,927
| 136
| 131
| 0
|
420,695
|
Female
| 31
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 38,586
| 26
| 12
| 1
|
361,720
|
Male
| 43
| 1
| 0
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 276
| 0
|
493,041
|
Male
| 48
| 1
| 23
| 1
|
1-2 Year
|
No
| 32,482
| 124
| 141
| 0
|
31,666
|
Male
| 49
| 1
| 30
| 1
|
1-2 Year
|
No
| 2,630
| 152
| 265
| 0
|
337,845
|
Male
| 32
| 1
| 17
| 1
|
< 1 Year
|
No
| 32,682
| 152
| 194
| 0
|
28,070
|
Female
| 42
| 1
| 28
| 1
|
1-2 Year
|
No
| 34,102
| 124
| 47
| 0
|
100,575
|
Male
| 49
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 54,007
| 26
| 184
| 1
|
13,924
|
Female
| 23
| 1
| 37
| 0
|
< 1 Year
|
No
| 2,630
| 152
| 226
| 0
|
280,491
|
Male
| 43
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 37,219
| 124
| 240
| 0
|
314,025
|
Female
| 31
| 1
| 3
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 282
| 1
|
377,865
|
Female
| 22
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 2,630
| 152
| 224
| 0
|
112,804
|
Female
| 30
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 158
| 262
| 1
|
285,742
|
Male
| 42
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 47,753
| 163
| 185
| 0
|
35,247
|
Male
| 31
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 33,567
| 124
| 213
| 0
|
206,280
|
Female
| 36
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 130
| 1
|
348,168
|
Female
| 46
| 1
| 28
| 1
|
1-2 Year
|
No
| 38,099
| 26
| 173
| 0
|
11,443
|
Male
| 28
| 1
| 37
| 1
|
< 1 Year
|
No
| 33,002
| 152
| 54
| 0
|
39,881
|
Male
| 25
| 1
| 29
| 1
|
< 1 Year
|
No
| 34,263
| 152
| 22
| 0
|
248,451
|
Male
| 38
| 1
| 46
| 1
|
1-2 Year
|
No
| 22,295
| 26
| 63
| 0
|
444,989
|
Male
| 48
| 1
| 46
| 1
|
1-2 Year
|
No
| 29,082
| 26
| 73
| 0
|
21,279
|
Female
| 27
| 1
| 15
| 1
|
< 1 Year
|
No
| 20,875
| 152
| 226
| 0
|
41,933
|
Male
| 47
| 1
| 0
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 97
| 0
|
113,097
|
Male
| 23
| 1
| 29
| 1
|
< 1 Year
|
No
| 38,687
| 152
| 53
| 0
|
164,818
|
Female
| 26
| 1
| 15
| 0
|
< 1 Year
|
No
| 33,126
| 152
| 123
| 0
|
246,704
|
Female
| 53
| 1
| 30
| 1
|
1-2 Year
|
No
| 29,651
| 152
| 157
| 0
|
160,893
|
Female
| 37
| 1
| 29
| 0
|
1-2 Year
|
Yes
| 2,630
| 109
| 110
| 0
|
132,535
|
Male
| 71
| 1
| 8
| 1
|
1-2 Year
|
Yes
| 30,356
| 26
| 201
| 0
|
230,073
|
Male
| 46
| 1
| 29
| 0
|
1-2 Year
|
No
| 2,630
| 55
| 67
| 0
|
45,248
|
Female
| 20
| 1
| 15
| 0
|
< 1 Year
|
Yes
| 35,388
| 160
| 260
| 0
|
392,608
|
Female
| 25
| 1
| 46
| 1
|
< 1 Year
|
No
| 23,440
| 152
| 144
| 0
|
174,041
|
Male
| 21
| 1
| 33
| 1
|
< 1 Year
|
No
| 28,574
| 152
| 298
| 0
|
157,131
|
Male
| 24
| 1
| 50
| 1
|
< 1 Year
|
No
| 22,318
| 152
| 98
| 0
|
328,465
|
Male
| 26
| 1
| 6
| 1
|
< 1 Year
|
No
| 26,217
| 152
| 213
| 0
|
475,686
|
Male
| 24
| 1
| 28
| 1
|
< 1 Year
|
No
| 36,025
| 152
| 293
| 0
|
3,209
|
Female
| 42
| 1
| 41
| 0
|
1-2 Year
|
Yes
| 40,740
| 26
| 159
| 1
|
243,412
|
Male
| 26
| 1
| 15
| 1
|
< 1 Year
|
No
| 39,047
| 152
| 240
| 0
|
502,388
|
Female
| 32
| 1
| 3
| 0
|
< 1 Year
|
Yes
| 23,101
| 124
| 273
| 1
|
297,671
|
Female
| 20
| 1
| 8
| 1
|
< 1 Year
|
No
| 37,513
| 160
| 12
| 0
|
257,915
|
Male
| 24
| 1
| 8
| 1
|
< 1 Year
|
No
| 29,163
| 26
| 250
| 0
|
336,786
|
Male
| 22
| 1
| 22
| 1
|
< 1 Year
|
No
| 34,066
| 152
| 144
| 0
|
86,959
|
Female
| 24
| 1
| 26
| 0
|
< 1 Year
|
No
| 2,630
| 152
| 205
| 0
|
120,755
|
Female
| 21
| 1
| 3
| 1
|
< 1 Year
|
No
| 19,313
| 160
| 185
| 0
|
401,987
|
Male
| 23
| 1
| 28
| 1
|
< 1 Year
|
No
| 35,456
| 152
| 181
| 0
|
53,520
|
Female
| 24
| 1
| 17
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 133
| 0
|
77,033
|
Female
| 37
| 1
| 29
| 1
|
1-2 Year
|
No
| 2,630
| 26
| 84
| 0
|
189,086
|
Male
| 27
| 1
| 30
| 0
|
< 1 Year
|
Yes
| 2,630
| 156
| 246
| 0
|
271,934
|
Male
| 39
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 30,376
| 26
| 269
| 0
|
343,511
|
Male
| 25
| 1
| 26
| 1
|
< 1 Year
|
No
| 26,449
| 152
| 57
| 0
|
366,731
|
Female
| 56
| 1
| 28
| 1
|
1-2 Year
|
No
| 39,303
| 26
| 129
| 0
|
288,929
|
Female
| 38
| 1
| 28
| 1
|
1-2 Year
|
No
| 22,844
| 26
| 231
| 0
|
9,476
|
Male
| 26
| 1
| 32
| 0
|
< 1 Year
|
Yes
| 28,210
| 152
| 296
| 0
|
124,428
|
Male
| 22
| 1
| 46
| 1
|
< 1 Year
|
No
| 36,191
| 160
| 59
| 0
|
344,520
|
Male
| 70
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 2,630
| 124
| 293
| 0
|
57,352
|
Female
| 21
| 1
| 36
| 0
|
< 1 Year
|
Yes
| 33,647
| 152
| 154
| 0
|
53,413
|
Female
| 43
| 1
| 20
| 1
|
1-2 Year
|
No
| 2,630
| 124
| 141
| 0
|
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