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
502,531
Female
53
1
28
0
1-2 Year
Yes
38,157
26
219
1
408,389
Male
31
1
50
1
< 1 Year
No
36,523
8
151
0
231,984
Male
44
1
46
0
1-2 Year
No
25,339
26
168
0
302,690
Female
21
1
26
1
< 1 Year
No
30,212
160
101
0
25,718
Female
47
1
28
0
1-2 Year
Yes
62,057
124
279
0
5,421
Female
48
1
50
0
1-2 Year
Yes
2,630
30
177
0
104,298
Female
25
1
28
0
< 1 Year
Yes
47,631
152
289
0
208,453
Female
23
1
14
1
< 1 Year
No
29,189
152
88
0
33,750
Male
76
1
28
0
> 2 Years
Yes
41,099
122
299
0
49,137
Female
25
1
27
0
< 1 Year
No
31,601
152
142
0
301,093
Female
25
1
6
1
< 1 Year
No
39,430
152
201
0
170,227
Male
26
1
28
0
< 1 Year
Yes
50,596
26
176
1
496,159
Female
39
1
28
0
1-2 Year
Yes
33,641
26
71
1
37,182
Male
25
1
15
1
< 1 Year
No
36,820
152
46
0
364,431
Male
35
1
29
1
1-2 Year
No
22,826
152
79
0
129,556
Male
27
1
36
1
< 1 Year
No
33,113
151
189
0
461,994
Female
28
1
46
1
< 1 Year
No
27,811
152
153
0
126,187
Male
21
1
28
0
< 1 Year
Yes
31,890
160
125
0
13,421
Female
55
1
28
0
> 2 Years
Yes
64,541
61
185
0
175,635
Female
63
1
28
0
1-2 Year
Yes
39,470
26
121
0
248,973
Male
54
1
41
0
1-2 Year
Yes
2,630
157
163
0
298,950
Female
45
1
17
0
> 2 Years
Yes
46,067
26
279
1
101,977
Male
35
1
3
0
1-2 Year
Yes
23,027
152
36
1
249,579
Female
49
1
8
0
1-2 Year
Yes
62,637
124
242
0
37,376
Female
25
1
36
1
< 1 Year
No
36,795
152
89
0
381,174
Male
25
1
8
1
< 1 Year
No
39,046
152
110
0
503,332
Male
33
1
50
1
< 1 Year
No
32,550
152
164
0
388,757
Male
27
1
41
1
< 1 Year
No
42,059
26
74
0
398,421
Male
56
1
28
1
1-2 Year
No
29,391
124
212
0
278,396
Male
25
1
41
1
< 1 Year
No
24,032
152
248
0
455,141
Male
47
1
26
0
1-2 Year
Yes
26,903
26
81
1
19,662
Female
33
1
46
1
1-2 Year
No
2,630
122
149
0
89,707
Female
65
1
28
0
1-2 Year
Yes
29,502
23
32
0
110,474
Female
27
1
47
1
< 1 Year
No
27,574
152
98
0
322,209
Male
57
1
28
0
1-2 Year
Yes
39,303
158
252
1
97,890
Male
36
1
28
0
1-2 Year
Yes
26,250
124
94
1
322,699
Male
25
1
35
1
< 1 Year
No
46,510
152
186
0
67,961
Female
46
1
7
0
1-2 Year
Yes
31,334
26
102
1
483,715
Female
36
1
28
0
1-2 Year
Yes
31,707
124
235
1
406,101
Female
22
1
8
1
< 1 Year
No
42,933
152
218
0
185,166
Female
55
1
48
0
> 2 Years
Yes
2,630
15
141
0
9,064
Female
23
1
36
1
< 1 Year
No
38,263
152
14
0
406,135
Male
22
1
33
1
< 1 Year
No
39,200
152
298
0
67,665
Female
26
1
35
1
< 1 Year
No
17,977
152
74
0
78,511
Female
44
1
23
0
1-2 Year
Yes
35,490
26
96
1
396,089
Female
33
1
29
1
< 1 Year
No
2,630
152
142
0
221,723
Female
22
1
28
1
< 1 Year
Yes
32,421
26
147
0
267,057
Female
22
1
28
0
< 1 Year
Yes
45,154
152
265
0
120,929
Female
38
1
15
0
1-2 Year
Yes
44,062
124
236
0
502,535
Male
44
1
28
1
1-2 Year
No
31,196
26
217
0
313,613
Male
49
1
8
0
> 2 Years
Yes
37,797
124
116
0
17,579
Male
70
1
3
1
1-2 Year
Yes
22,174
124
36
0
26,695
Male
41
1
45
0
1-2 Year
Yes
26,163
26
173
0
312,344
Male
27
1
29
1
< 1 Year
No
45,118
152
179
0
346,657
Male
46
1
28
0
> 2 Years
Yes
51,072
26
201
0
151,148
Male
59
1
13
0
> 2 Years
Yes
30,754
26
49
1
167,198
Female
29
1
11
1
< 1 Year
No
2,630
152
40
0
256,399
Male
68
1
18
0
1-2 Year
No
32,886
124
237
0
478,277
Female
31
1
28
0
< 1 Year
Yes
48,829
26
169
1
47,708
Female
20
1
2
0
< 1 Year
Yes
32,440
160
190
0
15,536
Female
26
1
32
1
< 1 Year
No
2,630
152
278
0
365,264
Male
29
1
22
0
1-2 Year
Yes
31,189
154
197
0
308,254
Male
40
1
15
1
1-2 Year
No
2,630
160
20
0
149,614
Female
21
1
30
1
< 1 Year
No
23,613
160
212
0
317,100
Female
56
1
39
1
1-2 Year
No
27,750
122
291
0
272,661
Female
31
1
32
1
1-2 Year
No
28,048
156
152
0
338,042
Male
60
1
28
0
1-2 Year
Yes
64,199
26
276
0
365,723
Female
61
1
41
0
1-2 Year
Yes
30,554
26
41
1
102,471
Male
38
1
28
0
1-2 Year
Yes
48,178
26
117
0
363,923
Female
27
1
38
1
< 1 Year
No
47,691
152
186
0
281,099
Male
22
1
29
1
< 1 Year
No
25,722
163
278
0
92,763
Male
22
1
3
1
< 1 Year
No
26,800
152
154
0
24,241
Female
33
1
15
1
1-2 Year
Yes
29,193
124
34
0
360,791
Male
61
1
41
0
1-2 Year
Yes
35,783
124
109
0
80,556
Male
25
1
28
1
< 1 Year
No
30,610
152
259
0
26,319
Male
48
1
35
1
1-2 Year
Yes
29,910
163
33
0
21,209
Female
76
1
41
0
1-2 Year
Yes
36,449
26
245
0
239,321
Female
39
1
28
0
1-2 Year
Yes
34,329
124
190
0
343,709
Female
22
1
28
1
< 1 Year
No
21,801
152
274
0
23,380
Female
46
1
8
1
1-2 Year
No
27,620
124
58
0
18,412
Female
80
1
43
0
> 2 Years
Yes
42,589
124
192
0
354,593
Female
47
1
29
1
1-2 Year
No
31,018
124
294
0
462,683
Male
21
1
46
1
< 1 Year
No
33,476
160
291
0
300,478
Female
35
1
8
0
1-2 Year
Yes
43,720
152
146
0
452,287
Female
25
1
41
1
< 1 Year
No
30,723
152
263
0
74,594
Male
38
1
28
0
1-2 Year
No
50,487
122
14
0
311,751
Female
25
1
30
1
< 1 Year
No
35,235
152
135
0
133,393
Female
22
1
8
0
< 1 Year
Yes
37,175
152
240
0
223,334
Female
46
1
28
0
1-2 Year
Yes
49,026
26
248
0
195,100
Male
22
1
41
0
< 1 Year
Yes
36,863
152
58
0
127,534
Male
47
1
28
0
1-2 Year
Yes
39,126
124
85
0
153,878
Female
45
1
8
0
1-2 Year
Yes
2,630
124
84
0
292,125
Male
26
1
3
1
< 1 Year
No
20,232
152
26
0
214,949
Female
22
1
37
0
< 1 Year
No
31,310
152
190
0
299,090
Male
36
1
30
0
1-2 Year
Yes
28,453
154
273
1
332,054
Male
24
1
14
1
< 1 Year
No
38,729
152
103
0
385,834
Female
35
1
18
0
1-2 Year
Yes
36,981
124
156
1
264,090
Male
35
1
28
0
1-2 Year
Yes
81,515
26
200
0
135,973
Female
71
1
48
1
1-2 Year
No
2,630
26
160
0
183,900
Male
22
1
14
1
< 1 Year
No
39,506
152
176
0