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
354,659
Female
26
1
19
1
< 1 Year
No
23,881
152
38
0
299,852
Male
76
1
28
1
1-2 Year
No
46,187
122
168
0
226,958
Male
21
1
26
0
< 1 Year
Yes
28,441
152
290
0
396,492
Male
57
1
28
1
1-2 Year
No
31,866
124
150
0
205,895
Male
44
1
3
1
1-2 Year
No
20,762
124
135
0
486,558
Female
23
1
29
1
< 1 Year
No
41,582
152
248
0
218,248
Female
35
1
28
0
1-2 Year
Yes
41,282
124
203
0
149,340
Female
65
1
28
0
1-2 Year
No
35,958
25
238
0
119,448
Female
38
1
28
1
1-2 Year
No
43,105
26
167
0
182,143
Female
46
1
41
0
1-2 Year
Yes
48,752
12
33
0
311,362
Male
52
1
49
0
1-2 Year
Yes
2,630
124
13
1
178,154
Male
38
1
15
0
1-2 Year
Yes
35,741
26
94
0
391,394
Female
37
1
28
0
1-2 Year
Yes
31,959
124
31
1
496,631
Male
26
1
28
0
1-2 Year
Yes
2,630
154
206
1
421,148
Female
22
1
5
1
< 1 Year
No
24,864
152
33
0
248,506
Male
74
1
22
0
1-2 Year
No
30,164
25
228
0
348,588
Male
44
1
28
0
1-2 Year
Yes
44,152
26
225
1
89,970
Male
53
1
8
0
> 2 Years
Yes
36,410
26
97
0
152,091
Female
43
1
36
1
1-2 Year
Yes
2,630
26
110
0
376,174
Female
25
1
46
1
< 1 Year
No
22,811
152
100
0
246,352
Female
22
1
17
1
< 1 Year
No
33,030
152
64
0
226,202
Male
61
1
34
1
1-2 Year
No
2,630
138
40
0
147,387
Female
38
1
50
0
1-2 Year
Yes
40,571
8
290
0
361,823
Female
77
1
33
0
1-2 Year
Yes
45,273
26
88
0
22,307
Male
43
1
45
0
1-2 Year
Yes
22,385
124
242
1
285,223
Female
28
1
6
1
< 1 Year
No
32,638
152
284
0
284,211
Male
37
1
31
0
1-2 Year
Yes
2,630
124
261
1
349,155
Male
70
1
15
1
1-2 Year
No
26,323
122
83
0
275,490
Male
66
1
46
1
1-2 Year
No
2,630
124
69
0
356,939
Male
24
1
49
0
< 1 Year
Yes
29,611
152
196
0
35,777
Male
51
1
3
1
1-2 Year
No
26,503
26
85
0
443,072
Male
35
1
28
0
1-2 Year
Yes
42,313
124
43
1
31,778
Male
31
1
33
1
< 1 Year
No
23,030
152
98
0
48,770
Male
28
1
36
1
< 1 Year
Yes
2,630
152
61
0
386,318
Female
54
1
15
1
1-2 Year
No
26,838
124
23
0
12,307
Female
42
1
41
0
1-2 Year
Yes
37,996
109
72
0
131,109
Male
32
1
46
1
1-2 Year
No
23,968
154
37
0
488,811
Female
45
1
28
0
1-2 Year
Yes
38,171
26
94
1
334,908
Male
39
1
41
1
1-2 Year
No
31,502
30
110
0
91,304
Male
36
1
46
0
1-2 Year
No
2,630
156
167
1
351,056
Male
36
1
28
1
1-2 Year
Yes
33,079
26
247
0
260,008
Male
57
1
50
0
1-2 Year
Yes
2,630
124
118
0
206,747
Female
44
1
28
0
1-2 Year
Yes
43,820
26
71
0
252,639
Female
50
1
41
1
1-2 Year
No
28,707
152
216
0
335,342
Male
46
1
28
0
1-2 Year
Yes
38,275
26
288
0
403,723
Male
25
1
28
1
< 1 Year
No
48,815
152
28
0
268,991
Female
20
1
15
0
< 1 Year
Yes
35,930
160
23
0
142,767
Male
73
1
28
0
1-2 Year
Yes
2,630
26
287
0
53,884
Female
22
1
25
1
< 1 Year
No
31,594
160
99
0
62,107
Female
32
1
15
0
< 1 Year
Yes
2,630
152
148
0
361,758
Male
41
1
16
1
1-2 Year
No
27,823
152
174
0
397,299
Male
24
1
41
1
< 1 Year
No
33,512
152
76
0
236,623
Male
48
1
48
0
1-2 Year
Yes
2,630
157
161
0
440,448
Male
24
1
29
1
< 1 Year
No
22,659
152
160
0
94,390
Female
29
1
8
1
1-2 Year
No
35,856
150
245
0
347,184
Female
24
1
41
1
< 1 Year
No
2,630
152
208
0
279,310
Female
52
1
28
0
> 2 Years
Yes
39,021
26
137
1
475,260
Male
43
1
18
0
1-2 Year
Yes
2,630
157
161
1
111,592
Male
41
1
35
0
1-2 Year
Yes
30,922
154
240
0
443,658
Male
41
1
46
0
1-2 Year
Yes
26,141
124
206
1
90,253
Female
34
1
28
0
1-2 Year
Yes
31,766
26
127
0
138,130
Female
27
1
28
1
1-2 Year
No
49,244
155
239
0
156,013
Male
39
1
28
0
1-2 Year
Yes
26,623
26
67
0
266,186
Male
39
1
0
0
1-2 Year
Yes
2,630
124
161
1
162,797
Male
53
1
28
1
1-2 Year
No
2,630
26
113
0
362,758
Male
67
1
33
1
1-2 Year
No
2,630
152
147
0
35,851
Female
28
1
25
1
< 1 Year
No
26,676
152
218
0
444,881
Female
20
1
6
1
< 1 Year
No
21,548
160
22
0
239,962
Male
71
1
28
0
1-2 Year
Yes
2,630
26
60
0
212,950
Female
61
1
31
0
1-2 Year
No
2,630
152
190
0
266,866
Female
52
1
8
0
1-2 Year
No
2,630
156
205
0
424,841
Female
25
1
8
1
< 1 Year
No
40,387
152
218
0
248,011
Male
80
1
28
0
1-2 Year
No
36,932
26
26
0
301,196
Male
23
1
11
1
< 1 Year
Yes
2,630
152
74
0
483,603
Male
40
1
46
1
1-2 Year
No
2,630
124
280
0
170,511
Female
50
1
41
1
1-2 Year
No
32,378
26
45
0
183,432
Female
22
1
36
1
< 1 Year
No
34,216
160
161
0
120,647
Female
22
1
4
1
< 1 Year
No
25,745
152
44
0
318,142
Male
26
1
11
1
< 1 Year
Yes
25,943
152
226
0
301,547
Female
21
1
46
0
< 1 Year
Yes
31,498
160
165
0
19,604
Male
46
1
8
0
1-2 Year
Yes
37,209
124
40
0
247,882
Male
77
1
8
0
> 2 Years
Yes
32,707
25
196
0
281,027
Male
22
1
24
0
1-2 Year
Yes
26,228
124
178
0
43,819
Male
43
1
41
0
1-2 Year
Yes
34,222
26
246
0
265,557
Male
50
1
28
1
1-2 Year
No
33,349
13
293
0
83,651
Female
29
1
30
1
< 1 Year
No
30,567
152
168
0
421,329
Male
37
1
47
0
1-2 Year
Yes
30,482
156
101
1
270,630
Male
40
1
28
0
1-2 Year
Yes
42,024
122
32
0
350,086
Male
69
1
28
0
1-2 Year
Yes
32,108
26
168
1
462,932
Female
22
1
41
1
< 1 Year
No
26,134
152
136
0
20,611
Female
31
1
46
0
< 1 Year
Yes
39,904
26
63
0
438,285
Female
56
1
46
1
1-2 Year
No
27,619
26
212
0
58,406
Male
27
1
28
0
< 1 Year
Yes
35,468
152
153
0
348,490
Male
52
1
11
0
1-2 Year
Yes
31,998
136
156
1
250,915
Male
36
1
28
0
1-2 Year
Yes
2,630
154
296
0
354,314
Male
45
1
28
0
1-2 Year
Yes
84,585
122
22
1
485,676
Male
53
1
28
0
1-2 Year
Yes
2,630
26
239
1
253,651
Male
66
1
28
0
1-2 Year
No
44,859
26
160
0
63,273
Female
26
1
28
1
< 1 Year
No
64,560
152
30
0
393,783
Male
28
1
6
1
< 1 Year
No
25,863
26
132
0