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
181,987
Male
52
1
28
0
1-2 Year
Yes
42,975
147
83
0
87,349
Male
38
1
47
0
1-2 Year
Yes
36,704
124
236
0
333,704
Male
21
1
8
1
< 1 Year
No
38,839
160
245
0
102,334
Male
23
1
41
1
< 1 Year
No
29,240
152
288
0
163,491
Male
50
1
28
0
1-2 Year
Yes
2,630
26
257
0
255,366
Female
24
1
37
1
< 1 Year
No
27,727
152
159
0
406,011
Female
40
1
28
0
1-2 Year
Yes
44,054
26
296
1
365,431
Female
20
1
15
0
< 1 Year
Yes
31,199
160
193
0
111,838
Male
43
1
28
0
1-2 Year
Yes
2,630
26
276
1
12,960
Female
21
1
16
0
< 1 Year
Yes
30,526
152
53
0
92,336
Male
44
1
41
1
1-2 Year
No
44,650
124
234
0
506,150
Male
37
1
41
1
1-2 Year
No
28,967
26
96
0
49,802
Male
21
1
32
1
< 1 Year
No
28,109
152
251
0
170,762
Male
54
1
8
0
1-2 Year
No
48,110
26
251
0
76,588
Female
38
1
29
0
1-2 Year
Yes
2,630
26
80
0
83,032
Female
33
1
49
0
> 2 Years
Yes
24,924
124
228
0
191,683
Female
61
1
30
0
1-2 Year
Yes
52,801
26
132
1
209,379
Male
49
1
8
0
1-2 Year
Yes
29,689
124
185
0
214,477
Male
51
1
19
0
1-2 Year
Yes
35,162
156
201
0
422,992
Male
48
1
29
0
1-2 Year
Yes
25,340
26
96
1
241,519
Female
23
1
8
1
< 1 Year
No
45,971
152
70
0
27,965
Female
25
1
8
1
< 1 Year
No
51,019
152
21
0
391,632
Male
50
1
28
0
> 2 Years
Yes
44,091
26
85
1
459,599
Male
24
1
15
1
< 1 Year
No
39,575
152
231
0
112,757
Female
60
1
12
1
1-2 Year
No
35,704
26
33
0
191,575
Female
44
1
19
0
1-2 Year
Yes
2,630
26
211
0
120,106
Female
48
1
50
1
1-2 Year
No
31,901
152
241
0
458,294
Male
74
1
20
1
1-2 Year
No
2,630
26
172
0
424,211
Female
27
1
10
1
< 1 Year
No
36,399
152
194
0
118,449
Male
30
1
28
1
1-2 Year
No
55,914
122
95
0
113,445
Female
54
1
28
0
1-2 Year
Yes
45,172
26
109
1
466,624
Male
40
1
28
0
1-2 Year
Yes
52,437
7
178
1
400,338
Female
41
1
28
0
1-2 Year
Yes
42,859
122
67
1
446,138
Female
22
1
33
1
< 1 Year
No
31,977
152
126
0
184,057
Male
26
1
6
1
< 1 Year
No
30,438
152
70
0
220,129
Female
24
1
15
1
< 1 Year
No
32,933
152
130
0
154,022
Male
22
1
15
0
< 1 Year
Yes
28,360
152
120
0
85,502
Male
52
1
28
0
1-2 Year
Yes
24,913
124
135
0
218,393
Male
46
1
28
1
1-2 Year
No
30,855
26
237
0
255,653
Female
57
1
28
0
1-2 Year
Yes
39,233
26
113
0
355,737
Male
23
1
32
1
< 1 Year
No
30,263
152
239
0
123,168
Female
23
1
28
1
< 1 Year
No
50,693
152
187
0
203,925
Female
24
1
8
1
< 1 Year
No
43,791
152
172
0
161,009
Male
23
1
35
0
1-2 Year
No
34,326
156
132
0
65,429
Male
25
1
2
1
< 1 Year
No
2,630
152
211
0
190,514
Female
24
1
15
0
< 1 Year
No
38,375
152
165
0
349,931
Female
54
1
28
0
1-2 Year
Yes
44,680
124
267
0
192,159
Female
24
1
35
0
< 1 Year
Yes
24,902
124
95
0
62,018
Female
41
1
8
0
1-2 Year
Yes
2,630
26
291
0
51,471
Male
43
1
28
0
> 2 Years
Yes
46,639
124
56
1
473,978
Male
52
1
28
0
1-2 Year
Yes
2,630
26
52
1
218,362
Female
24
1
28
1
< 1 Year
No
86,920
152
43
0
117,450
Female
26
1
34
1
< 1 Year
No
2,630
152
44
0
190,243
Female
24
1
8
1
< 1 Year
No
31,633
152
32
0
213,254
Female
32
1
47
0
1-2 Year
Yes
29,598
124
193
1
434,856
Male
61
1
18
1
1-2 Year
No
32,915
26
24
0
380,087
Female
22
1
3
1
< 1 Year
No
32,089
152
25
0
153,385
Male
28
1
28
1
1-2 Year
No
49,219
122
222
0
496,234
Male
23
1
43
1
< 1 Year
No
43,199
152
24
0
196,252
Male
44
1
28
0
1-2 Year
Yes
40,259
124
257
0
157,004
Male
69
1
10
0
1-2 Year
Yes
23,609
26
113
0
321,731
Female
37
1
28
0
1-2 Year
Yes
28,418
26
245
1
225,647
Male
68
0
29
0
1-2 Year
No
35,116
26
238
0
486,221
Female
25
1
13
1
< 1 Year
No
26,513
152
21
0
84,899
Female
40
1
28
0
1-2 Year
Yes
43,947
122
176
0
193,514
Female
39
1
11
1
1-2 Year
No
2,630
136
130
0
488,619
Female
43
1
28
1
1-2 Year
No
30,537
124
243
0
484,372
Female
35
1
35
1
1-2 Year
No
17,761
152
132
0
442,067
Male
43
1
28
0
1-2 Year
Yes
36,692
31
148
1
211,582
Female
62
1
28
1
1-2 Year
No
2,630
59
54
0
280,347
Male
28
1
30
0
< 1 Year
Yes
24,285
26
234
0
377,922
Female
21
1
50
0
< 1 Year
Yes
30,227
160
206
0
262,683
Male
29
1
12
1
< 1 Year
No
28,098
152
276
0
347,962
Female
80
1
28
0
1-2 Year
No
51,558
26
177
0
3,695
Male
23
1
49
0
< 1 Year
Yes
31,042
152
165
0
54,943
Female
38
1
30
0
1-2 Year
Yes
41,872
154
210
1
356,161
Female
20
1
46
0
< 1 Year
Yes
68,592
160
43
0
22,767
Male
55
1
46
0
1-2 Year
Yes
2,630
26
260
1
257,352
Female
46
1
26
1
1-2 Year
No
26,443
26
253
0
210,373
Male
28
1
30
1
< 1 Year
No
23,309
152
199
0
42,914
Female
38
1
28
0
1-2 Year
Yes
24,558
122
124
0
238,350
Male
51
1
28
1
1-2 Year
No
34,947
60
273
0
338,472
Male
53
1
3
0
1-2 Year
Yes
2,630
124
133
0
367,395
Male
41
1
28
0
1-2 Year
Yes
32,306
122
284
0
99,263
Female
27
1
29
1
< 1 Year
No
46,796
152
224
0
377,640
Male
37
1
28
1
1-2 Year
No
48,680
26
123
0
485,697
Male
40
1
3
1
1-2 Year
No
26,233
26
40
0
159,083
Male
23
1
30
1
< 1 Year
No
46,726
152
203
0
208,238
Female
26
1
46
1
< 1 Year
No
28,672
26
191
0
101,949
Female
37
1
28
0
1-2 Year
Yes
43,045
26
264
0
395,622
Female
28
1
41
1
< 1 Year
No
27,468
152
122
0
49,732
Male
38
1
28
0
1-2 Year
Yes
2,630
10
209
0
239,729
Male
31
1
8
0
< 1 Year
Yes
41,919
124
283
0
163,461
Male
21
1
36
1
< 1 Year
No
72,615
152
125
0
303,884
Male
21
1
46
1
< 1 Year
No
31,643
160
27
0
111,792
Male
38
1
40
0
1-2 Year
Yes
32,046
26
153
0
389,136
Female
39
1
8
1
1-2 Year
No
31,509
124
243
0
470,066
Male
45
1
8
1
1-2 Year
No
62,628
124
88
0
204,169
Male
48
1
35
1
1-2 Year
No
2,630
26
51
0
105,812
Male
59
1
37
1
1-2 Year
No
29,928
26
142
0