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
217,217
Male
35
1
29
0
1-2 Year
Yes
2,630
156
81
0
131,467
Male
75
1
28
0
1-2 Year
Yes
2,630
122
230
0
273,303
Female
49
1
12
0
1-2 Year
Yes
35,575
26
182
0
222,620
Female
59
1
28
0
1-2 Year
Yes
56,557
26
123
1
313,945
Male
69
1
8
0
1-2 Year
Yes
60,588
7
282
0
223,567
Male
43
1
28
1
1-2 Year
No
26,884
124
122
0
386,190
Male
54
1
30
0
> 2 Years
Yes
30,117
124
216
1
30,656
Female
45
1
17
0
1-2 Year
Yes
30,493
124
178
0
395,781
Female
22
1
13
1
< 1 Year
No
37,065
152
41
0
248,974
Male
55
1
8
0
1-2 Year
Yes
43,361
124
56
0
317,640
Male
28
1
41
1
< 1 Year
No
29,075
152
22
0
381,237
Male
28
1
8
1
< 1 Year
No
36,920
152
24
0
186,092
Female
42
1
11
0
1-2 Year
Yes
24,290
109
48
0
57,996
Female
33
1
39
0
1-2 Year
Yes
2,630
157
293
1
132,683
Female
56
1
28
0
1-2 Year
No
31,580
26
109
0
211,716
Female
43
1
52
0
1-2 Year
Yes
37,905
122
237
1
379,754
Female
22
1
47
1
< 1 Year
No
21,486
152
241
0
451,881
Female
44
1
28
0
1-2 Year
Yes
43,490
124
18
1
448,686
Male
26
1
41
1
< 1 Year
No
34,971
152
231
0
317,153
Female
51
1
24
0
1-2 Year
Yes
2,630
154
248
0
369,706
Female
21
1
28
1
< 1 Year
No
31,176
152
212
0
117,471
Male
22
1
8
0
< 1 Year
No
35,907
152
44
0
8,655
Male
40
1
3
0
1-2 Year
No
25,848
124
132
0
115,706
Male
45
1
28
0
1-2 Year
Yes
27,967
124
133
0
245,240
Female
53
1
28
0
1-2 Year
Yes
44,250
26
36
0
195,674
Male
46
1
28
0
1-2 Year
Yes
42,244
122
14
1
337,982
Male
50
1
28
0
> 2 Years
Yes
74,292
26
263
1
81,383
Female
48
1
28
0
1-2 Year
Yes
41,882
26
299
1
378,164
Female
36
1
8
0
1-2 Year
Yes
42,869
152
242
0
146,201
Female
36
1
36
0
1-2 Year
Yes
33,720
160
189
0
191,655
Male
21
1
15
1
< 1 Year
No
44,065
152
181
0
425,909
Male
61
1
46
1
1-2 Year
No
38,054
11
182
0
387,913
Female
25
1
46
1
< 1 Year
No
41,690
152
134
0
183,804
Female
43
1
28
0
> 2 Years
Yes
31,241
26
223
1
158,269
Male
64
1
3
1
1-2 Year
No
38,917
26
56
0
174,163
Male
51
1
12
0
1-2 Year
No
43,201
20
132
0
123,462
Female
49
1
39
1
1-2 Year
No
32,240
124
146
0
267,223
Female
26
1
29
1
< 1 Year
No
33,844
152
184
0
71,277
Female
68
1
28
1
1-2 Year
No
33,637
124
228
0
151,071
Female
55
1
5
0
1-2 Year
Yes
2,630
26
153
1
8,830
Male
52
1
11
0
1-2 Year
Yes
2,630
157
18
1
323,384
Female
24
1
6
1
< 1 Year
No
31,965
152
227
0
197,621
Male
24
1
11
1
< 1 Year
No
38,361
152
144
0
261,997
Female
27
1
8
1
< 1 Year
No
30,138
152
63
0
61,109
Male
35
1
2
0
1-2 Year
Yes
40,454
26
54
0
157,616
Female
26
1
3
0
1-2 Year
Yes
2,630
156
154
1
117,981
Female
62
1
28
0
1-2 Year
Yes
43,016
26
177
1
371,300
Male
63
1
23
0
1-2 Year
Yes
22,349
124
33
0
218,311
Male
24
1
8
1
< 1 Year
No
39,271
152
56
0
117,922
Female
21
1
41
0
< 1 Year
Yes
2,630
152
241
0
92,578
Male
24
1
30
1
< 1 Year
No
25,024
152
14
0
385,739
Female
36
1
15
1
1-2 Year
No
2,630
152
29
0
438,708
Female
24
1
46
1
< 1 Year
No
20,187
152
193
0
346,127
Male
25
1
28
1
< 1 Year
No
31,594
152
109
0
425,356
Female
22
1
47
1
< 1 Year
No
22,652
152
146
0
110,600
Male
27
1
6
0
< 1 Year
Yes
2,630
156
245
0
29,533
Male
40
1
8
0
1-2 Year
Yes
34,007
154
110
0
127,642
Female
23
1
8
1
< 1 Year
No
30,962
152
277
0
109,118
Female
33
1
30
0
< 1 Year
Yes
2,630
124
240
0
49,639
Female
40
1
18
0
1-2 Year
Yes
2,630
156
184
0
195,604
Male
24
1
15
1
< 1 Year
No
2,630
151
257
0
165,216
Male
57
1
45
0
1-2 Year
Yes
27,977
26
244
0
429,980
Male
40
1
11
0
1-2 Year
Yes
2,630
124
229
1
484,608
Male
47
1
28
0
1-2 Year
Yes
41,765
26
124
1
457,039
Male
58
1
34
1
1-2 Year
No
35,446
26
156
0
158,053
Male
39
1
28
0
1-2 Year
Yes
38,087
26
240
1
349,195
Male
80
1
11
1
1-2 Year
No
29,536
124
238
0
186,633
Female
41
1
28
0
1-2 Year
Yes
35,355
124
210
0
336,668
Male
37
1
28
0
1-2 Year
Yes
38,289
154
145
0
446,736
Female
51
1
11
0
1-2 Year
Yes
26,638
124
252
1
207,079
Male
61
1
28
0
> 2 Years
Yes
31,685
26
226
0
17,861
Male
46
1
28
0
1-2 Year
Yes
27,331
125
268
0
298,725
Female
23
1
46
1
< 1 Year
No
32,935
152
57
0
361,536
Female
38
1
28
0
1-2 Year
Yes
32,113
26
206
0
218,348
Female
54
1
4
0
1-2 Year
No
2,630
124
87
0
131,064
Male
58
1
28
0
> 2 Years
Yes
35,848
26
123
1
344,825
Female
40
1
39
0
1-2 Year
Yes
42,334
26
191
0
427,980
Male
39
1
8
0
1-2 Year
Yes
39,962
124
294
1
479,018
Male
42
1
46
0
1-2 Year
Yes
2,630
157
200
1
360,433
Male
23
1
32
0
< 1 Year
Yes
29,244
160
184
0
148,799
Female
25
1
4
1
< 1 Year
No
26,046
152
218
0
158,235
Female
21
1
43
1
< 1 Year
No
21,699
152
91
0
99,203
Male
33
1
28
0
< 1 Year
Yes
59,339
124
107
0
409,596
Female
22
1
46
1
< 1 Year
No
35,260
152
108
0
69,618
Male
32
1
20
0
1-2 Year
Yes
2,630
157
289
0
293,555
Female
21
1
50
0
< 1 Year
Yes
42,288
152
210
0
211,422
Male
45
1
28
0
1-2 Year
Yes
23,549
26
125
0
179,961
Male
23
1
2
1
< 1 Year
No
37,513
151
38
0
129,950
Male
50
1
15
0
1-2 Year
Yes
2,630
157
241
0
172,429
Male
22
1
28
1
< 1 Year
No
47,932
156
111
0
99,881
Male
21
1
47
0
< 1 Year
Yes
32,512
152
288
0
168,731
Male
57
1
28
0
1-2 Year
Yes
25,058
163
93
0
398,601
Female
23
1
33
1
< 1 Year
No
27,680
152
49
0
44,582
Male
25
1
11
1
< 1 Year
No
2,630
152
22
0
62,554
Female
43
1
28
0
1-2 Year
Yes
30,135
26
278
0
391,489
Female
78
1
8
1
1-2 Year
No
57,518
122
136
0
342,863
Female
41
1
28
0
> 2 Years
Yes
44,083
26
175
1
193,126
Male
26
1
12
1
< 1 Year
No
2,630
152
38
0
178,871
Male
58
1
41
0
1-2 Year
Yes
43,440
26
187
0
491,742
Male
50
1
28
0
1-2 Year
Yes
49,753
26
225
1