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
106,144
Male
39
1
3
0
1-2 Year
Yes
27,438
122
61
0
462,648
Male
51
1
8
0
1-2 Year
Yes
38,037
26
228
1
203,479
Male
24
1
14
1
< 1 Year
No
21,274
152
122
0
288,495
Female
24
1
28
1
< 1 Year
No
29,114
152
126
0
245,042
Female
50
1
12
1
1-2 Year
No
2,630
124
41
0
191,745
Male
59
1
41
1
1-2 Year
No
2,630
122
25
0
75,839
Female
36
1
8
0
1-2 Year
Yes
28,375
4
164
0
186,187
Male
40
1
28
0
> 2 Years
Yes
35,056
122
121
0
151,960
Male
51
1
28
1
1-2 Year
No
46,031
124
35
0
464,052
Male
60
1
48
1
1-2 Year
No
2,630
15
214
0
72,684
Female
23
1
10
1
< 1 Year
No
22,561
152
190
0
131,187
Male
23
1
30
1
< 1 Year
No
30,196
152
228
0
481,224
Female
41
1
28
0
1-2 Year
Yes
47,264
26
230
1
387,444
Male
48
1
29
1
1-2 Year
No
38,296
26
189
0
326,771
Female
27
1
33
1
< 1 Year
No
44,092
152
89
0
192,110
Female
26
1
35
1
< 1 Year
No
25,521
152
99
0
145,900
Male
27
1
30
1
< 1 Year
No
56,511
152
299
0
75,885
Male
54
1
28
1
1-2 Year
Yes
39,547
26
294
0
360,036
Male
24
1
15
0
< 1 Year
Yes
29,313
151
132
0
377,146
Male
48
1
28
0
1-2 Year
Yes
35,371
124
224
0
228,960
Female
52
1
28
0
1-2 Year
Yes
32,695
122
54
0
421,831
Male
31
1
28
0
< 1 Year
Yes
2,630
124
186
1
88,993
Male
60
1
28
1
1-2 Year
Yes
34,510
26
256
0
489,193
Female
24
1
41
1
< 1 Year
No
26,952
152
146
0
363,105
Male
40
1
7
0
1-2 Year
Yes
46,144
26
144
1
150,220
Female
49
1
28
0
1-2 Year
No
39,800
26
76
0
5,010
Female
25
1
8
0
< 1 Year
Yes
38,133
152
287
0
23,309
Male
21
1
11
1
< 1 Year
No
35,842
160
173
0
326,911
Male
21
1
32
0
< 1 Year
Yes
35,447
152
291
0
233,471
Male
62
1
41
0
1-2 Year
Yes
43,943
26
85
0
254,967
Female
25
1
28
1
< 1 Year
No
23,037
26
78
0
252,285
Female
26
1
21
1
< 1 Year
No
26,569
152
158
0
67,752
Male
39
1
28
1
1-2 Year
No
43,558
124
35
0
369,438
Male
22
1
8
1
< 1 Year
No
28,967
160
35
0
24,145
Male
22
1
40
1
< 1 Year
No
2,630
160
187
0
241,356
Female
20
1
39
0
< 1 Year
Yes
27,566
160
135
0
300,778
Male
26
1
11
1
< 1 Year
No
29,592
152
89
0
149,092
Male
23
1
6
1
< 1 Year
No
22,091
152
110
0
109,540
Male
21
1
50
0
< 1 Year
Yes
31,736
152
281
0
337,101
Female
45
1
8
0
1-2 Year
Yes
28,979
124
169
0
350,690
Male
37
1
30
1
1-2 Year
No
2,630
160
107
0
320,438
Female
41
1
45
1
1-2 Year
No
22,373
152
71
0
246,381
Male
64
1
33
0
1-2 Year
Yes
39,682
26
55
0
62,828
Female
27
1
41
1
< 1 Year
No
26,805
152
231
0
141,121
Male
58
1
28
1
1-2 Year
No
36,253
122
278
0
362,997
Male
45
1
46
0
1-2 Year
No
44,882
124
159
0
158,655
Female
21
1
46
0
< 1 Year
No
22,818
160
36
0
194,547
Male
65
1
28
0
1-2 Year
Yes
2,630
13
110
0
142,528
Male
45
1
15
1
1-2 Year
No
2,630
152
84
0
30,918
Male
25
1
8
1
< 1 Year
No
42,363
152
83
0
188,733
Male
69
1
28
0
> 2 Years
Yes
59,627
26
274
0
364,843
Female
29
1
28
0
< 1 Year
Yes
52,736
152
152
0
485,582
Male
22
1
36
1
< 1 Year
No
25,004
152
147
0
360,504
Male
32
1
28
0
< 1 Year
Yes
68,460
124
27
0
224,779
Female
23
1
6
1
< 1 Year
No
27,629
152
48
0
159,675
Female
24
1
36
0
< 1 Year
No
36,405
152
79
0
373,610
Male
61
1
28
0
> 2 Years
Yes
47,478
26
248
0
248,622
Male
23
1
11
1
< 1 Year
No
52,397
152
107
0
261,527
Female
40
1
28
1
1-2 Year
No
35,790
124
294
0
304,543
Male
62
1
38
0
1-2 Year
Yes
24,975
124
70
0
173,961
Female
23
1
22
0
< 1 Year
Yes
33,933
151
109
0
344,674
Male
25
1
3
1
< 1 Year
No
47,830
152
54
0
435,802
Male
47
1
8
1
1-2 Year
No
43,331
30
34
0
68,998
Male
70
1
28
0
1-2 Year
Yes
2,630
120
272
0
172,097
Male
46
1
4
0
1-2 Year
Yes
26,542
124
42
1
97,196
Female
72
1
20
0
1-2 Year
No
2,630
124
183
0
331,244
Male
40
1
39
1
1-2 Year
No
28,111
124
124
0
102,598
Female
32
1
37
0
< 1 Year
No
40,647
152
282
0
42,739
Male
22
1
6
1
< 1 Year
No
27,571
152
196
0
91,654
Male
50
1
28
0
1-2 Year
Yes
31,231
124
275
0
138,261
Male
36
1
28
1
1-2 Year
No
30,082
152
74
0
481,135
Male
24
1
30
1
< 1 Year
No
29,634
152
123
0
238,272
Female
28
1
35
1
< 1 Year
No
23,896
152
115
0
345,339
Male
23
1
45
0
< 1 Year
Yes
43,362
152
245
0
200,041
Female
27
1
24
1
< 1 Year
No
2,630
152
85
0
47,768
Female
26
1
8
1
< 1 Year
No
33,631
160
171
0
88,894
Female
22
1
41
0
< 1 Year
Yes
28,462
152
94
0
245,358
Male
25
1
28
1
< 1 Year
No
36,060
160
222
0
34,728
Female
30
1
41
1
< 1 Year
No
22,404
152
217
0
49,020
Male
41
1
28
1
1-2 Year
No
49,158
124
163
0
25,993
Male
36
1
29
0
1-2 Year
No
35,149
124
141
0
347,966
Female
40
1
28
0
1-2 Year
Yes
34,803
124
169
1
314,053
Female
21
1
9
1
< 1 Year
Yes
28,799
160
11
0
90,017
Male
21
1
17
1
< 1 Year
No
29,276
160
162
0
53,637
Female
32
1
28
1
< 1 Year
No
43,029
152
119
0
300,246
Male
30
1
3
1
< 1 Year
No
37,502
152
177
0
248,410
Female
78
0
15
0
1-2 Year
Yes
44,387
14
125
0
124,515
Female
21
1
35
1
< 1 Year
No
25,913
152
166
0
134,088
Female
23
1
8
0
< 1 Year
Yes
27,075
152
249
0
280,330
Female
22
1
22
1
< 1 Year
No
34,098
152
246
0
477,931
Female
26
1
30
1
< 1 Year
No
27,364
152
110
0
327,254
Female
22
1
9
1
< 1 Year
Yes
2,630
152
161
0
391,882
Female
32
1
43
1
< 1 Year
No
2,630
1
28
0
270,101
Male
26
1
15
0
< 1 Year
No
28,846
152
42
0
225,832
Female
44
1
50
1
1-2 Year
No
38,419
152
12
0
219,080
Male
26
1
8
0
< 1 Year
Yes
38,508
107
16
0
140,442
Male
53
1
28
0
1-2 Year
Yes
37,461
163
28
0
250,678
Male
26
1
2
1
< 1 Year
No
19,160
152
257
0
174,119
Female
20
1
46
0
< 1 Year
Yes
25,873
160
232
0
83,016
Male
63
1
4
0
1-2 Year
Yes
56,187
26
33
0