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
78,423
Male
49
1
8
1
1-2 Year
No
42,578
26
292
0
214,271
Male
39
1
28
0
> 2 Years
Yes
44,337
124
138
1
243,673
Male
74
1
39
1
1-2 Year
Yes
25,629
124
258
0
33,640
Female
23
1
21
1
< 1 Year
No
2,630
152
14
0
460,952
Male
26
1
29
1
< 1 Year
No
40,268
152
289
0
120,083
Female
74
1
28
1
1-2 Year
No
27,257
26
139
0
161,103
Female
56
1
28
0
1-2 Year
Yes
2,630
26
238
0
190,839
Male
72
1
29
1
1-2 Year
No
31,403
55
65
0
395,823
Male
39
1
15
1
1-2 Year
No
22,665
152
72
0
224,784
Male
24
1
3
0
< 1 Year
Yes
33,250
124
164
0
153,340
Female
21
1
8
0
< 1 Year
Yes
50,764
152
282
0
264,721
Female
23
1
46
1
< 1 Year
No
31,997
160
256
0
209,590
Female
27
1
33
1
< 1 Year
No
37,408
152
116
0
273,666
Female
28
1
28
1
< 1 Year
No
30,300
152
143
0
49,482
Female
38
1
3
1
1-2 Year
No
43,362
124
169
0
345,223
Male
63
1
8
0
1-2 Year
Yes
38,324
154
31
0
286,188
Female
38
1
20
0
1-2 Year
Yes
2,630
156
157
0
129,113
Male
35
1
28
0
1-2 Year
Yes
31,734
155
149
0
42,151
Male
20
1
2
1
< 1 Year
Yes
28,587
160
163
0
100,609
Male
46
1
14
0
1-2 Year
Yes
33,253
26
118
1
57,169
Male
55
1
20
1
1-2 Year
No
2,630
124
263
0
197,735
Male
51
1
28
1
1-2 Year
Yes
39,226
26
16
0
268,448
Male
48
1
28
1
1-2 Year
No
39,162
52
92
0
372,432
Female
45
1
28
0
1-2 Year
Yes
42,345
26
31
1
183,802
Female
37
1
8
0
1-2 Year
Yes
2,630
157
275
0
432,620
Female
28
1
6
1
< 1 Year
No
23,624
152
173
0
486,812
Female
47
1
28
0
1-2 Year
Yes
26,262
124
210
1
391,919
Male
29
1
46
0
< 1 Year
Yes
2,630
156
184
1
470,573
Male
44
1
28
0
1-2 Year
Yes
2,630
124
103
1
417,266
Male
25
1
29
1
< 1 Year
No
41,181
152
147
0
587
Male
21
1
26
0
< 1 Year
Yes
25,205
160
256
0
93,989
Male
64
1
3
1
1-2 Year
No
25,824
124
176
0
247,317
Male
32
1
48
0
1-2 Year
Yes
2,630
15
215
1
5,175
Male
23
1
30
1
< 1 Year
No
26,776
152
291
0
291,445
Female
81
1
50
1
1-2 Year
No
32,054
8
30
0
309,509
Male
28
1
26
0
< 1 Year
Yes
43,689
152
54
1
333,669
Female
56
1
28
1
1-2 Year
No
44,833
26
90
0
49,208
Female
23
1
36
0
< 1 Year
No
2,630
151
90
0
266,299
Female
47
1
28
0
1-2 Year
Yes
45,399
124
195
0
92,951
Male
65
1
46
1
1-2 Year
No
27,877
26
208
0
132,407
Male
31
1
28
1
1-2 Year
No
313,424
122
136
0
377,217
Female
38
1
28
0
1-2 Year
Yes
2,630
152
165
1
272,859
Female
39
1
50
0
1-2 Year
Yes
33,172
124
208
0
420,474
Male
40
1
28
0
1-2 Year
Yes
42,873
124
260
1
34,802
Male
61
1
7
0
> 2 Years
Yes
60,556
124
73
0
14,674
Female
39
1
41
1
1-2 Year
Yes
2,630
153
69
0
167,576
Male
63
1
34
1
1-2 Year
No
26,234
152
120
0
437,797
Male
59
1
28
0
> 2 Years
Yes
67,861
26
154
1
293,800
Male
25
1
9
0
< 1 Year
No
23,154
152
269
0
289,029
Male
20
1
8
0
< 1 Year
Yes
37,445
160
48
0
250,313
Male
60
1
8
1
1-2 Year
No
43,595
26
47
0
53,823
Male
24
1
29
1
< 1 Year
No
32,081
152
33
0
20,950
Female
29
1
21
1
< 1 Year
No
32,034
152
225
0
186,386
Male
21
1
8
0
< 1 Year
Yes
2,630
160
175
0
252,282
Male
41
1
28
1
1-2 Year
No
55,174
125
39
0
339,216
Male
21
1
47
1
< 1 Year
Yes
2,630
160
49
0
270,020
Female
38
1
28
0
1-2 Year
Yes
34,175
122
19
0
150,989
Male
45
1
11
1
1-2 Year
No
30,759
124
112
0
129,686
Female
22
1
14
0
< 1 Year
No
24,961
152
140
0
204,313
Female
20
1
9
1
< 1 Year
No
36,287
160
201
0
290,105
Female
25
1
41
1
< 1 Year
No
14,736
152
125
0
451,205
Female
23
1
7
1
< 1 Year
No
39,664
152
176
0
131,372
Female
32
1
6
0
< 1 Year
Yes
35,002
152
199
0
97,611
Female
40
1
41
0
1-2 Year
Yes
39,709
12
138
1
196,720
Female
23
1
8
1
< 1 Year
No
50,384
26
208
0
146,800
Male
48
1
28
0
1-2 Year
Yes
49,092
26
182
1
466,974
Male
22
1
47
1
< 1 Year
No
44,879
152
105
0
162,448
Male
29
1
30
1
< 1 Year
No
27,542
152
35
0
231,331
Male
60
1
47
0
1-2 Year
Yes
2,630
124
75
0
180,202
Female
45
1
8
0
1-2 Year
Yes
48,065
26
107
0
22,686
Male
51
1
8
1
1-2 Year
No
51,553
26
114
0
113,710
Female
52
1
35
1
1-2 Year
No
24,656
26
235
0
94,681
Male
22
1
29
0
< 1 Year
Yes
24,954
124
209
0
32,202
Male
55
1
28
1
1-2 Year
No
48,975
26
97
0
366,885
Female
23
1
41
1
< 1 Year
No
36,309
152
131
0
442,387
Female
43
1
28
0
> 2 Years
Yes
2,630
26
230
1
438,842
Male
53
1
41
0
1-2 Year
Yes
32,247
26
17
1
167,114
Female
55
1
46
0
1-2 Year
Yes
22,312
124
60
0
62,876
Female
33
1
33
0
< 1 Year
Yes
36,572
152
177
0
267,125
Female
32
1
21
0
< 1 Year
No
2,630
152
296
0
34,473
Male
51
1
29
0
1-2 Year
Yes
19,515
26
77
0
295,508
Male
47
1
2
0
1-2 Year
Yes
28,336
157
39
1
249,415
Female
25
1
3
0
< 1 Year
Yes
29,225
26
246
0
285,589
Male
48
1
28
0
1-2 Year
Yes
41,333
124
22
0
307,080
Male
53
1
50
1
1-2 Year
No
35,626
8
259
0
127,368
Male
36
1
38
0
1-2 Year
Yes
30,084
154
290
0
324,052
Male
41
1
8
0
1-2 Year
Yes
49,458
124
227
1
325,942
Male
29
1
18
1
< 1 Year
No
21,406
152
88
0
247,649
Male
28
1
28
1
< 1 Year
No
33,113
152
37
0
401,439
Male
52
1
28
0
1-2 Year
Yes
30,204
26
75
1
200,723
Male
56
1
8
0
1-2 Year
Yes
40,816
82
112
0
5,771
Female
43
1
47
0
1-2 Year
Yes
35,254
124
251
0
163,160
Male
21
1
41
1
< 1 Year
No
44,866
153
249
0
356,674
Male
42
1
28
1
1-2 Year
No
38,265
60
195
0
437,221
Female
24
1
11
1
< 1 Year
No
34,122
152
238
0
4,416
Male
47
1
36
0
1-2 Year
Yes
2,630
124
201
0
426,161
Male
29
1
15
1
< 1 Year
No
29,310
160
98
0
181,440
Female
41
1
0
1
1-2 Year
No
2,630
152
237
0
495,034
Male
35
1
43
0
1-2 Year
Yes
2,630
157
89
1
24,816
Male
41
1
17
0
1-2 Year
Yes
35,062
124
18
0