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
149,884
Male
22
1
36
1
< 1 Year
No
34,561
152
70
0
157,393
Female
20
1
13
1
< 1 Year
No
17,679
160
67
0
260,256
Female
27
1
6
1
< 1 Year
No
34,304
152
80
0
285,673
Male
58
1
28
0
> 2 Years
Yes
31,221
122
249
0
485,033
Female
33
1
8
0
1-2 Year
Yes
2,630
156
203
1
254,288
Male
24
1
28
1
< 1 Year
No
57,196
26
57
0
396,737
Female
60
1
18
1
1-2 Year
No
37,410
131
172
0
102,078
Female
26
1
11
1
< 1 Year
No
31,170
152
257
0
207,943
Female
22
1
2
0
< 1 Year
Yes
31,330
152
76
0
463,847
Male
31
1
28
0
< 1 Year
Yes
58,374
26
106
1
68,448
Female
61
1
28
0
1-2 Year
Yes
41,587
122
270
0
37,978
Female
21
1
41
1
< 1 Year
No
24,989
152
158
0
314,000
Male
58
1
28
0
> 2 Years
Yes
40,696
26
149
0
205,896
Female
47
1
15
1
1-2 Year
No
32,476
124
113
0
163,055
Male
47
1
12
0
1-2 Year
Yes
2,630
157
285
1
414,554
Female
28
1
46
1
< 1 Year
No
17,033
152
260
0
137,997
Male
38
1
31
0
> 2 Years
Yes
2,630
124
231
0
432,744
Male
44
1
28
0
1-2 Year
Yes
34,316
124
154
1
327,531
Male
36
1
28
1
1-2 Year
No
38,325
124
55
0
304,001
Male
42
1
11
0
1-2 Year
Yes
37,459
124
109
0
208,350
Female
22
1
12
0
< 1 Year
No
31,857
152
236
0
159,306
Male
23
1
5
0
< 1 Year
Yes
2,630
160
298
0
469,420
Female
27
1
11
1
< 1 Year
No
31,674
152
154
0
465,900
Female
22
1
41
1
< 1 Year
No
34,609
152
236
0
250,298
Female
39
1
28
0
1-2 Year
Yes
45,977
124
118
0
261,386
Male
66
1
25
1
1-2 Year
Yes
30,110
30
95
0
26,246
Male
65
1
9
0
1-2 Year
Yes
27,353
26
181
0
62,052
Male
23
1
28
0
< 1 Year
Yes
41,306
152
291
0
502,537
Female
24
1
46
1
< 1 Year
No
38,028
152
179
0
111,978
Male
49
1
15
1
1-2 Year
No
35,745
124
160
0
328,555
Male
22
1
13
1
< 1 Year
No
26,598
152
201
0
153,727
Male
72
1
8
0
1-2 Year
Yes
2,630
157
52
1
9,008
Female
26
1
35
0
< 1 Year
Yes
39,926
152
255
0
175,505
Male
21
1
28
0
< 1 Year
Yes
40,320
152
184
1
295,289
Male
40
1
8
0
1-2 Year
Yes
32,453
124
284
0
288,304
Male
23
1
8
1
< 1 Year
No
30,737
152
61
0
94,180
Female
45
1
28
1
1-2 Year
No
33,633
122
50
0
392,587
Female
26
1
11
1
< 1 Year
No
26,371
152
212
0
191,435
Male
38
1
28
1
1-2 Year
No
30,761
124
57
0
403,779
Male
23
1
28
1
< 1 Year
No
65,606
152
70
0
490,601
Male
32
1
27
0
1-2 Year
Yes
2,630
157
131
1
253,927
Female
46
1
3
0
1-2 Year
Yes
19,481
26
69
1
328,395
Female
27
1
37
1
< 1 Year
No
38,268
26
67
0
64,103
Female
35
1
36
0
1-2 Year
Yes
2,630
26
148
0
347,034
Male
23
1
18
1
< 1 Year
No
29,020
152
36
0
339,623
Female
26
1
36
0
< 1 Year
Yes
24,775
152
207
0
170,259
Male
22
1
6
1
< 1 Year
No
27,035
152
280
0
106,075
Male
28
1
30
1
< 1 Year
No
30,863
152
17
0
244,192
Female
59
1
46
1
1-2 Year
No
22,797
11
245
0
255,900
Male
29
1
46
1
< 1 Year
No
39,262
152
205
0
208,606
Male
25
1
11
1
< 1 Year
No
28,897
152
174
0
128,440
Male
30
1
28
0
1-2 Year
Yes
2,630
156
275
0
137,596
Female
27
1
21
1
< 1 Year
No
24,540
152
267
0
355,604
Female
27
1
28
0
1-2 Year
Yes
60,856
122
45
0
366,624
Female
28
1
28
1
< 1 Year
No
27,794
152
243
0
394,503
Female
23
1
46
1
< 1 Year
No
2,630
160
81
0
151,857
Female
48
1
28
1
1-2 Year
Yes
2,630
26
277
0
438,968
Male
49
1
28
1
1-2 Year
No
37,249
124
53
0
278,607
Female
37
1
41
1
1-2 Year
No
22,006
12
218
0
447,313
Female
59
1
8
1
1-2 Year
No
49,030
124
167
0
268,930
Female
26
1
28
1
< 1 Year
No
39,515
152
188
0
501,922
Male
41
1
41
0
1-2 Year
Yes
29,663
26
177
1
82,317
Male
29
1
15
0
< 1 Year
No
37,461
152
12
1
72,891
Male
41
1
39
0
1-2 Year
No
34,052
124
232
0
261,702
Male
28
1
10
0
< 1 Year
Yes
53,382
152
125
0
379,658
Female
27
1
15
1
< 1 Year
No
49,258
152
13
0
25,190
Male
45
1
28
0
1-2 Year
Yes
35,149
26
298
1
442,796
Male
28
1
14
1
< 1 Year
No
2,630
152
198
0
258,778
Male
37
1
28
0
1-2 Year
Yes
33,846
124
153
0
310,280
Male
21
1
36
1
< 1 Year
No
43,525
160
211
0
283,237
Female
28
1
8
1
< 1 Year
No
45,295
152
82
0
451,731
Male
32
1
28
0
1-2 Year
Yes
2,630
124
34
1
52,865
Male
22
1
3
1
< 1 Year
No
16,761
26
95
0
374,224
Female
23
1
28
0
< 1 Year
Yes
36,014
124
203
0
240,202
Male
20
1
15
0
< 1 Year
Yes
60,571
160
109
0
466,578
Female
22
1
8
1
< 1 Year
No
25,285
152
216
0
132,718
Female
23
1
3
0
< 1 Year
Yes
2,630
124
204
0
380,539
Male
39
1
8
1
1-2 Year
No
50,838
26
280
0
272,561
Male
55
1
28
0
1-2 Year
Yes
37,496
124
21
0
357,853
Female
60
1
28
0
1-2 Year
Yes
72,432
26
57
0
20,262
Female
47
1
2
0
1-2 Year
Yes
2,630
124
261
0
51,226
Female
25
1
20
1
< 1 Year
No
2,630
152
120
0
318,541
Female
34
1
28
0
1-2 Year
Yes
41,748
154
30
0
103,642
Male
43
1
15
0
1-2 Year
Yes
2,630
154
193
0
396,534
Male
42
1
28
0
1-2 Year
Yes
29,865
26
186
1
106,089
Male
29
1
21
1
< 1 Year
No
37,221
152
225
0
67,648
Female
74
1
46
1
1-2 Year
No
2,630
26
19
0
220,068
Male
30
1
33
1
< 1 Year
No
2,630
160
274
0
177,956
Male
38
1
21
0
1-2 Year
Yes
28,947
152
264
0
84,254
Male
41
1
41
0
1-2 Year
Yes
35,200
124
106
0
345,012
Female
30
1
7
0
< 1 Year
Yes
39,377
156
260
0
471,801
Male
24
1
23
1
< 1 Year
No
25,308
152
272
0
367,991
Male
56
1
15
1
1-2 Year
No
34,443
120
229
0
131,129
Male
43
1
19
0
1-2 Year
Yes
28,084
124
123
0
140,934
Male
63
1
47
1
1-2 Year
No
38,281
124
257
0
212,131
Female
23
1
41
1
< 1 Year
No
47,293
152
82
0
107,965
Male
56
1
8
1
1-2 Year
No
31,224
124
201
0
4,420
Female
61
1
29
0
1-2 Year
Yes
39,509
120
121
1
376,837
Female
64
1
11
0
1-2 Year
Yes
25,599
12
74
0
131,479
Male
54
1
17
0
1-2 Year
Yes
28,664
26
158
1