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
367,237
Female
22
1
29
1
< 1 Year
No
22,919
152
104
0
298,894
Male
64
1
11
0
1-2 Year
No
64,287
152
249
0
17,413
Female
24
1
3
1
< 1 Year
No
29,815
152
17
0
310,989
Female
24
1
22
1
< 1 Year
No
29,028
152
111
0
328,231
Female
38
1
28
0
1-2 Year
No
28,690
26
45
0
217,165
Female
47
1
33
0
1-2 Year
Yes
2,630
124
165
1
113,345
Male
22
1
50
1
< 1 Year
No
34,766
152
102
0
226,310
Female
25
1
43
1
< 1 Year
No
2,630
160
99
0
100,662
Female
21
1
36
0
< 1 Year
Yes
35,518
160
221
0
90,476
Male
28
1
13
1
< 1 Year
No
11,600
152
142
0
110,649
Female
27
1
7
1
< 1 Year
No
29,809
152
258
0
73,775
Male
21
1
8
0
< 1 Year
No
51,674
152
62
0
60,164
Female
39
1
18
1
1-2 Year
Yes
26,376
124
209
0
468,699
Male
25
1
41
1
< 1 Year
No
26,743
152
131
0
833
Male
20
1
30
0
< 1 Year
No
25,497
160
11
0
284,064
Female
23
1
13
1
< 1 Year
No
25,358
152
137
0
13,586
Female
22
1
29
1
< 1 Year
No
31,989
152
254
0
112,616
Female
24
1
5
1
< 1 Year
No
2,630
152
22
0
423,458
Female
33
1
28
1
< 1 Year
No
29,732
152
225
0
401,524
Female
33
1
46
0
< 1 Year
Yes
29,354
154
298
1
51,536
Female
24
1
29
1
< 1 Year
No
2,630
152
291
0
141,071
Male
54
1
28
0
1-2 Year
Yes
50,160
124
125
0
19,722
Male
46
1
50
1
1-2 Year
No
2,630
124
192
0
127,641
Male
32
1
50
0
1-2 Year
Yes
32,477
156
279
0
281,372
Female
49
1
28
1
1-2 Year
No
56,128
124
42
0
183,266
Female
25
1
36
1
< 1 Year
No
29,822
152
108
0
218,128
Male
25
1
28
1
< 1 Year
No
31,280
152
238
0
220,401
Male
30
1
8
1
< 1 Year
No
38,277
152
81
0
79,501
Female
46
1
35
0
1-2 Year
Yes
32,214
152
223
0
340,525
Male
24
1
50
1
< 1 Year
No
46,993
152
30
0
388,447
Male
53
1
28
1
1-2 Year
No
61,697
152
54
0
159,443
Male
48
1
28
0
1-2 Year
Yes
29,110
122
15
1
104,813
Male
46
1
50
1
1-2 Year
No
2,630
26
80
0
299,642
Male
42
1
28
0
1-2 Year
Yes
34,071
26
175
1
340,886
Male
44
1
11
0
1-2 Year
Yes
49,620
154
19
1
106,915
Female
30
1
17
1
< 1 Year
No
2,630
152
85
0
171,087
Male
25
1
11
1
< 1 Year
No
33,514
152
195
0
58,789
Female
26
1
14
1
< 1 Year
No
28,084
152
47
0
259,527
Male
60
1
28
0
1-2 Year
Yes
27,925
124
27
1
37,021
Female
28
1
37
1
< 1 Year
No
29,515
152
287
0
370,832
Female
44
1
10
0
1-2 Year
Yes
38,727
26
198
0
352,709
Male
62
1
28
0
1-2 Year
Yes
35,277
122
278
0
358,717
Female
23
1
28
1
< 1 Year
No
42,802
152
97
0
389,768
Male
67
1
29
0
> 2 Years
Yes
37,904
26
190
1
393,846
Female
29
1
18
1
< 1 Year
No
2,630
152
87
0
437,848
Female
37
1
28
0
1-2 Year
Yes
35,231
124
228
1
350,170
Female
75
1
2
1
1-2 Year
No
41,023
152
273
0
127,448
Male
75
1
33
0
1-2 Year
Yes
30,757
26
172
0
308,851
Female
37
1
46
1
1-2 Year
No
26,466
124
187
0
267,872
Male
23
1
28
0
< 1 Year
Yes
44,423
160
158
1
467,648
Male
49
1
32
1
1-2 Year
No
2,630
30
233
0
52,189
Female
58
1
28
0
1-2 Year
Yes
55,701
124
281
0
330,822
Male
52
1
39
0
1-2 Year
Yes
61,716
154
71
1
201,359
Male
56
1
46
0
1-2 Year
Yes
2,630
11
149
0
78,940
Female
59
1
50
0
1-2 Year
Yes
29,771
155
265
0
147,290
Female
51
1
8
0
1-2 Year
Yes
46,827
157
280
0
124,388
Male
58
1
28
0
1-2 Year
Yes
34,779
124
163
0
159,765
Female
24
1
15
1
< 1 Year
No
43,921
152
54
0
194
Male
21
1
47
0
< 1 Year
No
37,028
160
119
0
229,121
Female
46
1
28
1
1-2 Year
No
31,088
155
210
0
258,803
Male
64
1
13
1
1-2 Year
No
31,405
26
137
0
159,012
Male
34
1
28
0
1-2 Year
Yes
52,127
24
244
0
373,012
Male
63
1
28
0
1-2 Year
Yes
41,861
13
80
0
55,079
Male
54
1
41
0
1-2 Year
Yes
32,926
26
106
0
305,219
Male
41
1
41
0
1-2 Year
Yes
48,445
124
56
0
130,694
Male
32
1
36
1
< 1 Year
No
37,719
151
177
0
235,923
Female
24
1
5
0
< 1 Year
No
33,397
152
73
0
294,009
Male
23
1
46
1
< 1 Year
No
26,551
124
102
0
248,136
Male
22
1
32
1
< 1 Year
No
29,389
152
278
0
252,343
Male
53
1
28
0
1-2 Year
Yes
47,516
124
119
1
9,155
Male
54
1
28
0
1-2 Year
Yes
43,093
122
137
0
305,744
Male
65
1
28
0
< 1 Year
No
2,630
1
223
0
282,660
Male
54
1
28
0
> 2 Years
Yes
34,427
124
25
0
402,186
Female
22
1
42
1
< 1 Year
No
30,763
152
54
0
71,422
Male
21
1
28
0
< 1 Year
Yes
34,883
160
263
1
268,769
Female
28
1
31
1
< 1 Year
No
2,630
152
263
0
25,212
Male
44
1
28
0
1-2 Year
Yes
38,962
124
287
1
484,458
Male
43
1
36
0
1-2 Year
Yes
46,271
154
29
1
367,915
Male
25
1
28
1
< 1 Year
No
60,225
152
26
0
193,954
Male
68
1
41
1
1-2 Year
No
38,681
124
128
0
88,608
Male
40
1
8
0
1-2 Year
Yes
2,630
154
265
0
70,319
Female
69
1
46
0
1-2 Year
Yes
29,585
150
251
0
382,051
Female
23
1
8
1
< 1 Year
No
55,746
160
132
0
320,827
Male
33
1
3
0
1-2 Year
Yes
2,630
124
220
0
89,080
Female
59
1
8
1
1-2 Year
No
30,874
124
169
0
486,622
Female
47
1
28
0
1-2 Year
Yes
39,751
26
171
1
248,791
Male
25
1
15
1
< 1 Year
No
35,622
152
115
0
218,688
Male
45
1
38
0
1-2 Year
Yes
32,292
124
44
1
433,655
Female
21
1
28
1
< 1 Year
No
54,827
160
251
0
54,434
Male
50
1
28
0
1-2 Year
Yes
31,781
26
188
1
175,813
Female
22
1
2
1
< 1 Year
No
37,759
152
217
0
58,047
Female
24
1
10
1
< 1 Year
No
30,019
152
58
0
232,001
Female
29
1
8
1
< 1 Year
No
38,892
152
274
0
267,338
Female
53
1
29
0
1-2 Year
Yes
38,158
124
56
0
125,625
Male
42
1
18
0
1-2 Year
Yes
27,807
156
52
1
335,877
Female
25
1
28
1
< 1 Year
No
47,184
152
258
0
484,408
Female
25
1
38
1
< 1 Year
No
31,541
152
268
0
259,663
Male
50
1
8
1
1-2 Year
No
41,710
26
86
0
85,565
Male
39
1
28
1
1-2 Year
No
35,892
26
92
0
150,359
Female
31
1
14
1
< 1 Year
No
29,538
152
17
0