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
477,874
Female
34
1
15
0
1-2 Year
Yes
27,726
156
250
1
228,246
Male
23
1
46
1
< 1 Year
No
38,355
152
141
0
189,194
Female
51
1
28
0
1-2 Year
Yes
48,345
26
199
0
208,311
Male
49
1
8
0
1-2 Year
No
59,161
26
103
0
116,526
Male
66
1
7
0
1-2 Year
Yes
2,630
156
127
0
320,569
Female
47
1
8
0
1-2 Year
Yes
52,022
26
194
0
236,967
Male
26
1
46
0
< 1 Year
Yes
28,482
122
207
0
30,374
Male
48
1
7
0
1-2 Year
Yes
2,630
124
240
0
337,996
Female
53
1
15
1
1-2 Year
No
33,976
26
210
0
163,540
Female
26
1
3
1
< 1 Year
No
26,401
152
161
0
498,483
Male
41
1
33
0
1-2 Year
Yes
22,283
124
17
1
351,397
Female
51
1
28
0
1-2 Year
Yes
44,924
26
52
0
116,917
Male
22
1
15
0
< 1 Year
No
37,373
152
54
0
5,673
Female
55
1
17
0
1-2 Year
Yes
2,630
156
234
0
309,492
Male
24
1
35
1
< 1 Year
No
2,630
152
230
0
325,301
Male
46
1
8
0
1-2 Year
No
39,483
124
97
0
38,924
Male
29
1
11
1
1-2 Year
Yes
30,707
157
99
0
164,213
Male
41
1
7
0
1-2 Year
Yes
2,630
157
212
0
208,530
Male
51
1
28
1
1-2 Year
No
46,417
124
217
0
207,592
Female
24
1
29
1
< 1 Year
No
28,658
152
189
0
169,621
Female
21
1
8
0
< 1 Year
Yes
21,449
160
266
0
303,936
Male
45
1
28
0
1-2 Year
Yes
41,827
31
100
0
474,389
Male
46
1
47
0
1-2 Year
Yes
32,059
26
195
1
115,927
Male
60
1
28
0
1-2 Year
No
37,294
24
257
0
195,876
Female
72
1
28
0
1-2 Year
Yes
36,421
124
247
0
294,889
Female
21
1
23
1
< 1 Year
No
29,939
152
229
0
98,572
Female
24
1
33
1
< 1 Year
Yes
2,630
160
48
0
314,126
Female
54
1
8
1
1-2 Year
No
47,887
152
177
0
467,980
Male
42
1
28
0
1-2 Year
Yes
43,324
124
80
1
335,269
Male
23
1
15
1
< 1 Year
No
2,630
152
154
0
203,254
Male
24
1
8
1
< 1 Year
No
40,949
152
161
0
25,482
Male
59
1
29
0
1-2 Year
Yes
31,351
26
84
1
182,538
Male
26
1
10
1
< 1 Year
No
31,037
152
204
0
409,784
Male
24
1
46
1
< 1 Year
No
32,384
160
290
0
33,086
Female
70
1
28
0
1-2 Year
No
43,425
122
131
0
75,454
Male
23
1
8
1
< 1 Year
No
53,999
152
186
0
399,454
Male
72
1
8
1
1-2 Year
No
47,871
26
148
0
14,543
Female
25
1
17
1
< 1 Year
No
34,439
152
298
0
197,305
Male
48
1
17
1
1-2 Year
No
34,192
124
193
0
213,261
Female
23
1
44
1
< 1 Year
No
2,630
152
273
0
436,081
Female
21
1
8
1
< 1 Year
No
45,688
160
277
0
355,346
Male
64
1
46
0
1-2 Year
Yes
29,488
119
157
1
356,298
Male
54
1
28
0
1-2 Year
No
54,731
26
218
0
240,705
Male
40
1
15
0
1-2 Year
Yes
25,965
154
131
1
76,539
Female
25
1
26
0
< 1 Year
Yes
42,051
152
200
0
382,552
Male
23
1
40
1
< 1 Year
No
2,630
152
141
0
287,292
Male
51
1
28
0
> 2 Years
Yes
28,261
122
290
1
362,427
Female
50
1
29
1
1-2 Year
No
44,709
124
111
0
343,355
Male
46
1
50
1
1-2 Year
No
32,269
8
30
0
77,213
Male
25
1
28
1
< 1 Year
No
46,239
152
13
0
295,078
Male
63
1
15
1
1-2 Year
No
37,077
26
263
0
269,816
Female
69
1
29
1
1-2 Year
No
31,523
124
231
0
50,117
Male
49
1
33
1
1-2 Year
No
2,630
26
129
0
13,028
Male
67
1
28
1
1-2 Year
No
49,493
26
250
0
447,451
Male
72
1
8
1
1-2 Year
No
67,758
26
265
0
13,330
Female
47
1
28
1
1-2 Year
No
43,933
124
27
0
237,775
Female
33
1
28
0
< 1 Year
Yes
27,235
26
258
1
329,668
Female
70
1
15
1
1-2 Year
No
39,855
153
254
0
85,243
Female
26
1
2
0
< 1 Year
No
2,630
152
188
0
148,838
Female
70
1
1
0
1-2 Year
Yes
2,630
26
156
0
167,128
Female
72
1
41
1
1-2 Year
No
36,070
120
147
0
408,098
Female
24
1
28
1
< 1 Year
No
44,290
152
223
0
307,467
Male
45
1
3
1
1-2 Year
No
27,399
129
243
0
34,935
Female
26
1
18
1
< 1 Year
No
32,850
152
34
0
18,620
Male
41
1
28
0
1-2 Year
Yes
48,586
26
43
1
198,708
Female
42
1
14
0
1-2 Year
No
2,630
26
281
0
438,537
Female
26
1
11
1
< 1 Year
No
43,031
152
92
0
164,394
Male
40
1
14
0
1-2 Year
Yes
21,250
154
227
1
170,740
Male
48
1
28
1
1-2 Year
Yes
38,983
26
135
0
286,150
Female
32
1
50
1
< 1 Year
No
35,036
152
36
0
97,434
Male
25
1
21
0
< 1 Year
Yes
2,630
152
117
0
150,623
Female
24
1
18
1
< 1 Year
No
33,587
152
230
0
157,487
Male
50
1
46
0
1-2 Year
Yes
28,139
124
211
0
211,537
Male
22
1
41
1
< 1 Year
No
40,991
152
176
0
358,733
Male
25
1
14
1
< 1 Year
No
42,709
152
73
0
415,703
Female
52
1
8
0
1-2 Year
Yes
44,164
26
13
1
417,135
Female
38
1
41
1
1-2 Year
No
32,250
26
252
0
489,270
Female
28
1
36
1
< 1 Year
No
32,847
152
107
0
152,979
Male
26
1
3
1
< 1 Year
No
27,770
152
107
0
280,861
Male
44
1
28
0
1-2 Year
No
44,178
122
95
0
291,039
Female
25
1
36
0
< 1 Year
No
24,024
152
97
0
458,977
Male
36
1
37
1
1-2 Year
No
41,786
152
184
0
292,937
Female
21
1
9
0
< 1 Year
Yes
29,272
152
137
0
316,988
Male
70
1
28
0
1-2 Year
Yes
48,712
26
185
0
59,528
Male
37
1
28
0
1-2 Year
Yes
2,630
124
198
1
264,903
Male
58
1
39
0
> 2 Years
Yes
2,630
30
43
0
446,072
Female
28
1
29
0
1-2 Year
Yes
2,630
156
107
1
369,582
Male
29
1
11
1
< 1 Year
No
40,111
152
142
0
406,168
Female
27
1
33
1
< 1 Year
No
36,384
152
219
0
208,542
Male
40
1
28
0
1-2 Year
Yes
29,893
23
91
1
125,785
Female
33
1
21
0
< 1 Year
Yes
29,581
152
78
1
366,753
Female
49
1
28
0
1-2 Year
Yes
39,800
122
89
1
135,409
Male
63
1
33
0
1-2 Year
Yes
36,170
124
176
0
189,917
Male
37
1
45
1
1-2 Year
No
26,782
26
273
1
118,278
Female
63
1
29
0
1-2 Year
Yes
2,630
26
191
1
190,859
Female
24
1
29
1
< 1 Year
No
38,654
152
21
0
15,399
Male
23
1
16
0
< 1 Year
Yes
31,902
152
134
0
216,446
Male
59
1
28
1
1-2 Year
No
35,791
26
177
0
142,334
Female
24
1
36
1
< 1 Year
No
42,081
152
104
0
27,499
Female
45
1
17
1
1-2 Year
No
35,414
124
206
0