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 |
|---|---|---|---|---|---|---|---|---|---|---|---|
251,017
|
Female
| 27
| 1
| 11
| 1
|
< 1 Year
|
No
| 26,419
| 152
| 45
| 0
|
393,784
|
Male
| 48
| 1
| 11
| 0
|
> 2 Years
|
Yes
| 2,630
| 26
| 70
| 1
|
235,267
|
Male
| 44
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 32,967
| 31
| 281
| 0
|
505,036
|
Female
| 52
| 1
| 11
| 1
|
1-2 Year
|
No
| 29,962
| 152
| 92
| 0
|
66,257
|
Male
| 21
| 1
| 35
| 1
|
< 1 Year
|
No
| 35,391
| 160
| 278
| 0
|
54,024
|
Male
| 21
| 1
| 15
| 1
|
< 1 Year
|
No
| 31,251
| 152
| 193
| 0
|
50,391
|
Female
| 43
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 44,792
| 124
| 41
| 0
|
251,736
|
Female
| 44
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 37,158
| 26
| 231
| 1
|
118,905
|
Female
| 39
| 1
| 28
| 1
|
1-2 Year
|
No
| 26,241
| 125
| 161
| 0
|
342,821
|
Female
| 20
| 1
| 2
| 0
|
< 1 Year
|
Yes
| 31,328
| 160
| 57
| 0
|
96,523
|
Female
| 57
| 1
| 34
| 1
|
1-2 Year
|
No
| 2,630
| 26
| 298
| 0
|
103,378
|
Female
| 20
| 1
| 13
| 0
|
< 1 Year
|
Yes
| 26,918
| 160
| 168
| 0
|
174,379
|
Male
| 38
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 46,241
| 124
| 56
| 0
|
82,604
|
Male
| 28
| 1
| 25
| 0
|
< 1 Year
|
Yes
| 45,334
| 152
| 295
| 0
|
108,364
|
Female
| 42
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 28,069
| 26
| 177
| 0
|
11,320
|
Female
| 50
| 1
| 46
| 1
|
1-2 Year
|
No
| 508,073
| 26
| 192
| 0
|
34,059
|
Female
| 26
| 1
| 50
| 1
|
< 1 Year
|
No
| 26,198
| 152
| 182
| 0
|
100,555
|
Male
| 70
| 1
| 39
| 0
|
1-2 Year
|
Yes
| 51,948
| 26
| 130
| 0
|
93,755
|
Female
| 70
| 1
| 12
| 0
|
1-2 Year
|
Yes
| 35,835
| 124
| 287
| 0
|
331,466
|
Male
| 24
| 1
| 28
| 1
|
< 1 Year
|
No
| 40,426
| 152
| 79
| 0
|
314,889
|
Female
| 21
| 1
| 17
| 0
|
< 1 Year
|
Yes
| 38,483
| 160
| 144
| 0
|
3,515
|
Female
| 24
| 1
| 29
| 1
|
< 1 Year
|
No
| 42,461
| 152
| 295
| 0
|
196,021
|
Female
| 49
| 1
| 29
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 152
| 1
|
329,598
|
Female
| 24
| 1
| 29
| 1
|
< 1 Year
|
No
| 29,745
| 152
| 257
| 0
|
423,841
|
Female
| 42
| 1
| 28
| 1
|
1-2 Year
|
No
| 2,630
| 124
| 232
| 0
|
289,291
|
Female
| 24
| 1
| 41
| 1
|
< 1 Year
|
No
| 32,502
| 160
| 121
| 0
|
444,445
|
Female
| 23
| 1
| 36
| 1
|
< 1 Year
|
No
| 31,556
| 152
| 163
| 0
|
184,202
|
Female
| 70
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 33,289
| 26
| 33
| 0
|
308,358
|
Female
| 42
| 1
| 36
| 0
|
1-2 Year
|
Yes
| 2,630
| 163
| 168
| 0
|
339,854
|
Male
| 22
| 1
| 30
| 1
|
< 1 Year
|
No
| 34,188
| 152
| 41
| 0
|
404,023
|
Male
| 45
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 29,651
| 26
| 172
| 1
|
377,257
|
Female
| 68
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 21,116
| 26
| 283
| 1
|
68,462
|
Male
| 46
| 1
| 28
| 1
|
1-2 Year
|
No
| 33,883
| 26
| 125
| 0
|
337,547
|
Male
| 25
| 1
| 50
| 1
|
< 1 Year
|
No
| 35,292
| 152
| 287
| 0
|
117,246
|
Female
| 68
| 1
| 8
| 1
|
1-2 Year
|
No
| 53,423
| 26
| 74
| 0
|
217,577
|
Male
| 21
| 1
| 46
| 1
|
< 1 Year
|
No
| 25,578
| 160
| 219
| 0
|
178,824
|
Female
| 20
| 1
| 46
| 1
|
< 1 Year
|
No
| 27,120
| 160
| 63
| 0
|
417,114
|
Male
| 48
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 34,813
| 26
| 149
| 1
|
353,890
|
Female
| 38
| 1
| 28
| 1
|
1-2 Year
|
No
| 54,668
| 122
| 35
| 0
|
429,463
|
Male
| 45
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 37,953
| 4
| 191
| 1
|
113,028
|
Female
| 38
| 1
| 9
| 0
|
1-2 Year
|
Yes
| 33,566
| 124
| 210
| 0
|
117,505
|
Male
| 76
| 1
| 28
| 0
|
> 2 Years
|
Yes
| 37,990
| 163
| 82
| 0
|
380,782
|
Female
| 24
| 1
| 28
| 1
|
< 1 Year
|
No
| 29,270
| 152
| 271
| 0
|
197,256
|
Male
| 57
| 1
| 11
| 0
|
1-2 Year
|
Yes
| 32,680
| 124
| 189
| 0
|
278,715
|
Male
| 25
| 1
| 8
| 1
|
< 1 Year
|
No
| 37,800
| 152
| 159
| 0
|
76,678
|
Male
| 50
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 35,918
| 4
| 128
| 0
|
171,247
|
Male
| 56
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 49,747
| 26
| 31
| 0
|
5,877
|
Male
| 76
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 33,935
| 124
| 158
| 0
|
42,746
|
Male
| 26
| 1
| 28
| 1
|
< 1 Year
|
No
| 42,908
| 152
| 22
| 0
|
475,083
|
Female
| 29
| 1
| 21
| 1
|
< 1 Year
|
No
| 32,378
| 152
| 148
| 0
|
296,439
|
Female
| 23
| 1
| 8
| 1
|
< 1 Year
|
No
| 49,662
| 152
| 97
| 0
|
265,535
|
Female
| 29
| 1
| 28
| 0
|
< 1 Year
|
Yes
| 42,821
| 152
| 138
| 0
|
228,556
|
Male
| 31
| 1
| 29
| 1
|
1-2 Year
|
Yes
| 2,630
| 156
| 192
| 0
|
460,694
|
Male
| 46
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 43,221
| 26
| 121
| 1
|
282,189
|
Male
| 31
| 1
| 9
| 1
|
< 1 Year
|
No
| 37,306
| 152
| 10
| 0
|
385,015
|
Male
| 45
| 1
| 28
| 1
|
1-2 Year
|
No
| 2,630
| 122
| 140
| 0
|
12,322
|
Male
| 57
| 1
| 8
| 0
|
1-2 Year
|
Yes
| 37,617
| 7
| 246
| 0
|
98,600
|
Female
| 74
| 1
| 38
| 0
|
1-2 Year
|
Yes
| 22,956
| 26
| 236
| 1
|
120,295
|
Female
| 29
| 1
| 28
| 0
|
1-2 Year
|
No
| 2,630
| 157
| 87
| 0
|
124,736
|
Male
| 23
| 1
| 6
| 1
|
< 1 Year
|
No
| 18,343
| 152
| 152
| 0
|
9,166
|
Female
| 70
| 1
| 28
| 1
|
1-2 Year
|
No
| 25,947
| 124
| 295
| 0
|
143,128
|
Male
| 26
| 1
| 29
| 1
|
< 1 Year
|
No
| 41,921
| 152
| 288
| 0
|
51,642
|
Female
| 22
| 1
| 8
| 1
|
< 1 Year
|
No
| 59,401
| 152
| 226
| 0
|
299,238
|
Female
| 21
| 1
| 46
| 1
|
< 1 Year
|
No
| 24,710
| 160
| 259
| 0
|
357,357
|
Female
| 50
| 1
| 35
| 0
|
1-2 Year
|
No
| 28,445
| 124
| 120
| 0
|
170,322
|
Male
| 48
| 1
| 43
| 0
|
1-2 Year
|
Yes
| 35,741
| 156
| 172
| 0
|
34,400
|
Male
| 23
| 1
| 15
| 1
|
< 1 Year
|
No
| 38,205
| 152
| 215
| 0
|
3,572
|
Male
| 70
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 54,164
| 13
| 143
| 0
|
51,155
|
Male
| 23
| 1
| 41
| 1
|
< 1 Year
|
No
| 24,569
| 152
| 271
| 0
|
205,361
|
Male
| 20
| 1
| 47
| 0
|
< 1 Year
|
Yes
| 34,668
| 160
| 20
| 0
|
226,719
|
Male
| 23
| 1
| 36
| 0
|
< 1 Year
|
Yes
| 2,630
| 152
| 131
| 0
|
212,415
|
Female
| 22
| 1
| 30
| 1
|
< 1 Year
|
No
| 25,533
| 152
| 18
| 0
|
291,254
|
Female
| 27
| 1
| 2
| 1
|
< 1 Year
|
No
| 2,630
| 152
| 236
| 0
|
504,585
|
Female
| 47
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 2,630
| 26
| 11
| 1
|
446,680
|
Male
| 46
| 1
| 28
| 1
|
1-2 Year
|
No
| 39,944
| 26
| 228
| 0
|
211,560
|
Female
| 71
| 1
| 31
| 0
|
1-2 Year
|
Yes
| 2,630
| 98
| 198
| 0
|
139,780
|
Female
| 21
| 1
| 41
| 0
|
< 1 Year
|
Yes
| 43,374
| 152
| 58
| 0
|
231,908
|
Male
| 22
| 1
| 41
| 0
|
< 1 Year
|
Yes
| 28,653
| 26
| 201
| 0
|
295,911
|
Male
| 42
| 1
| 28
| 0
|
1-2 Year
|
Yes
| 38,744
| 26
| 250
| 1
|
170,969
|
Male
| 24
| 1
| 6
| 1
|
< 1 Year
|
No
| 44,861
| 152
| 163
| 0
|
331,723
|
Female
| 28
| 1
| 28
| 1
|
< 1 Year
|
No
| 29,545
| 152
| 135
| 0
|
122,913
|
Male
| 23
| 1
| 21
| 1
|
< 1 Year
|
No
| 29,860
| 152
| 218
| 0
|
84,997
|
Female
| 28
| 1
| 23
| 0
|
< 1 Year
|
Yes
| 34,772
| 156
| 51
| 0
|
504,989
|
Female
| 25
| 1
| 30
| 1
|
< 1 Year
|
No
| 27,334
| 152
| 200
| 0
|
361,714
|
Female
| 27
| 1
| 29
| 1
|
< 1 Year
|
No
| 54,410
| 152
| 10
| 0
|
362,173
|
Female
| 30
| 1
| 3
| 1
|
< 1 Year
|
No
| 30,248
| 152
| 214
| 0
|
247,645
|
Female
| 51
| 1
| 28
| 1
|
1-2 Year
|
No
| 31,539
| 122
| 28
| 0
|
156,677
|
Female
| 24
| 1
| 15
| 1
|
< 1 Year
|
No
| 38,140
| 152
| 84
| 0
|
256,664
|
Female
| 41
| 1
| 46
| 0
|
1-2 Year
|
Yes
| 65,476
| 124
| 142
| 0
|
74,050
|
Male
| 29
| 1
| 45
| 1
|
< 1 Year
|
No
| 25,397
| 152
| 294
| 0
|
402,938
|
Female
| 23
| 1
| 29
| 1
|
< 1 Year
|
No
| 32,406
| 152
| 151
| 0
|
170,503
|
Female
| 20
| 1
| 44
| 1
|
< 1 Year
|
No
| 2,630
| 160
| 25
| 0
|
308,625
|
Male
| 45
| 1
| 14
| 0
|
1-2 Year
|
No
| 21,780
| 124
| 134
| 0
|
47,651
|
Female
| 29
| 1
| 41
| 0
|
< 1 Year
|
Yes
| 22,091
| 152
| 167
| 0
|
452,591
|
Male
| 33
| 1
| 11
| 0
|
1-2 Year
|
Yes
| 21,393
| 154
| 50
| 1
|
149,527
|
Male
| 77
| 1
| 41
| 0
|
1-2 Year
|
No
| 42,757
| 124
| 280
| 0
|
164,302
|
Male
| 29
| 1
| 48
| 0
|
1-2 Year
|
Yes
| 2,630
| 156
| 26
| 0
|
226,915
|
Male
| 62
| 1
| 28
| 1
|
1-2 Year
|
No
| 33,831
| 26
| 230
| 0
|
136,633
|
Female
| 21
| 1
| 26
| 0
|
< 1 Year
|
Yes
| 26,720
| 160
| 210
| 0
|
226,830
|
Female
| 21
| 1
| 46
| 1
|
< 1 Year
|
No
| 22,738
| 152
| 99
| 0
|
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