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
326,555
Male
31
1
29
1
< 1 Year
No
2,630
152
45
0
21,905
Male
60
1
28
0
1-2 Year
Yes
41,801
154
127
0
101,316
Female
46
1
28
0
1-2 Year
No
2,630
156
126
0
167,288
Male
25
1
21
1
< 1 Year
No
28,437
152
140
0
383,166
Male
22
1
46
1
< 1 Year
No
31,240
152
149
0
340,858
Male
52
1
46
0
1-2 Year
Yes
36,983
26
143
0
277,383
Male
49
1
28
0
1-2 Year
Yes
37,839
26
257
0
144,373
Female
49
1
48
0
1-2 Year
Yes
2,630
122
264
0
193,621
Female
25
1
9
0
< 1 Year
Yes
41,686
152
224
0
99,809
Male
21
1
8
1
< 1 Year
No
40,326
152
261
0
417,631
Male
26
1
45
1
< 1 Year
No
2,630
152
149
0
84,498
Female
41
1
28
0
1-2 Year
Yes
39,090
25
129
0
435,225
Male
43
1
41
0
1-2 Year
Yes
2,630
106
248
1
205,797
Female
23
1
21
1
< 1 Year
No
28,404
152
297
0
503,982
Male
42
1
46
0
1-2 Year
Yes
2,630
26
285
1
77,878
Female
25
1
41
0
< 1 Year
Yes
39,151
152
146
0
390,198
Female
29
1
28
0
< 1 Year
Yes
45,256
155
77
1
308,615
Female
25
1
36
0
< 1 Year
Yes
28,935
152
190
1
124,354
Female
27
1
36
0
< 1 Year
Yes
31,525
152
119
0
431,931
Female
22
1
17
1
< 1 Year
No
70,505
152
287
0
33,123
Female
24
1
19
0
< 1 Year
No
43,765
152
235
0
376,782
Male
27
1
50
1
< 1 Year
No
48,668
152
285
0
322,988
Female
65
1
11
0
1-2 Year
Yes
2,630
124
124
0
374,666
Male
22
1
50
1
< 1 Year
No
54,236
152
63
0
376,049
Male
25
1
11
0
< 1 Year
No
37,732
152
172
0
456,422
Female
21
1
41
1
< 1 Year
No
27,389
152
129
0
333,413
Male
78
1
48
0
1-2 Year
Yes
2,630
124
254
0
353,983
Male
73
1
28
0
1-2 Year
Yes
28,272
26
101
0
322,781
Male
20
1
50
1
< 1 Year
Yes
34,736
160
37
0
367,643
Female
23
1
45
1
< 1 Year
No
27,552
160
116
0
212,460
Male
41
1
28
0
1-2 Year
Yes
50,307
124
268
0
371,887
Female
34
1
37
0
1-2 Year
Yes
2,630
160
170
0
346,845
Female
22
1
29
1
< 1 Year
No
27,694
152
264
0
2,226
Male
24
1
8
1
< 1 Year
No
36,538
152
126
0
22,346
Male
68
1
28
0
1-2 Year
No
2,630
124
89
0
3,654
Male
49
1
46
0
1-2 Year
Yes
33,381
124
163
0
133,645
Female
58
1
32
1
1-2 Year
No
29,651
152
90
0
413,508
Male
29
1
28
0
1-2 Year
Yes
52,153
157
43
1
206,620
Female
26
1
28
1
< 1 Year
No
36,908
152
272
0
349,839
Male
61
1
20
0
1-2 Year
Yes
2,630
26
179
0
234,396
Female
25
1
50
0
< 1 Year
Yes
30,640
152
299
0
303,733
Female
25
1
8
1
< 1 Year
No
32,696
152
153
0
287,072
Male
41
1
50
1
1-2 Year
No
45,362
26
35
0
301,868
Female
23
1
9
0
< 1 Year
Yes
29,668
26
141
0
348,685
Female
32
1
42
0
1-2 Year
Yes
2,630
8
92
0
442,559
Male
22
1
28
1
< 1 Year
No
48,219
152
22
0
401,151
Female
48
1
41
0
1-2 Year
Yes
30,480
124
90
1
405,948
Male
37
1
51
1
1-2 Year
No
2,630
124
235
0
287,479
Female
21
1
35
0
< 1 Year
Yes
39,929
124
297
0
69,890
Male
29
1
46
1
1-2 Year
No
32,774
21
141
0
396,061
Male
41
1
28
0
1-2 Year
Yes
31,799
26
233
1
98,797
Female
25
1
36
0
< 1 Year
No
34,468
152
220
0
418,148
Female
70
1
2
1
1-2 Year
No
33,372
152
87
0
194,051
Female
21
1
32
1
< 1 Year
No
21,381
160
153
0
158,943
Female
66
1
46
0
1-2 Year
Yes
62,415
26
101
0
505,499
Male
44
1
38
0
1-2 Year
Yes
37,634
124
94
1
15,130
Female
23
1
11
1
< 1 Year
No
33,659
152
245
0
189,053
Male
65
1
28
0
1-2 Year
Yes
34,924
26
44
1
73,218
Male
78
1
12
1
1-2 Year
No
31,486
124
70
0
444,846
Male
23
1
28
1
< 1 Year
No
68,064
152
207
0
271,121
Male
23
1
46
1
< 1 Year
No
33,935
152
141
0
193,326
Male
25
1
47
0
< 1 Year
Yes
51,199
152
165
0
232,365
Female
25
1
28
1
< 1 Year
No
33,339
152
242
0
86,611
Male
22
1
10
1
< 1 Year
No
27,265
152
82
0
129,949
Male
21
1
7
1
< 1 Year
No
34,312
160
225
0
238,144
Male
57
1
33
1
1-2 Year
No
33,772
124
51
0
105,794
Female
35
1
32
0
1-2 Year
Yes
20,600
154
210
1
368,436
Male
53
1
28
0
1-2 Year
Yes
46,623
26
211
1
46,195
Male
52
1
8
0
1-2 Year
Yes
30,255
3
74
0
487,451
Female
23
1
36
1
< 1 Year
No
27,426
152
115
0
149,767
Male
28
1
6
0
< 1 Year
Yes
2,630
152
186
0
257,020
Female
24
1
8
1
< 1 Year
No
36,323
152
248
0
134,254
Male
47
1
18
0
1-2 Year
Yes
30,943
124
50
1
68,727
Female
43
1
46
0
1-2 Year
Yes
2,630
156
196
0
76,613
Male
58
1
28
0
1-2 Year
Yes
47,383
26
73
1
192,566
Male
35
1
47
1
1-2 Year
No
43,707
151
285
0
55,900
Male
74
1
28
0
> 2 Years
Yes
22,903
124
24
0
227,875
Male
27
1
3
1
< 1 Year
No
2,630
152
295
0
181,085
Female
38
1
46
1
1-2 Year
No
22,522
26
184
0
323,626
Female
37
1
28
0
1-2 Year
Yes
2,630
122
19
1
341,602
Female
20
1
36
0
< 1 Year
Yes
28,114
160
65
0
101,907
Male
40
1
15
0
1-2 Year
Yes
37,024
124
100
0
167,227
Male
35
1
47
0
1-2 Year
Yes
24,361
156
68
1
189,457
Female
27
1
21
0
< 1 Year
Yes
35,310
152
176
0
63,876
Female
28
1
17
1
< 1 Year
No
40,182
152
86
0
450,683
Male
28
1
30
1
< 1 Year
No
32,435
152
130
0
103,376
Male
28
1
28
1
< 1 Year
No
26,262
152
225
0
189,973
Male
59
1
28
0
1-2 Year
No
46,741
152
57
0
360,440
Male
41
1
46
0
1-2 Year
Yes
36,686
122
174
0
366,344
Female
59
1
36
1
1-2 Year
No
36,429
152
266
0
414,054
Male
23
1
23
1
< 1 Year
No
2,630
152
68
0
140,039
Male
28
1
3
1
< 1 Year
No
23,314
152
181
0
291,285
Female
21
1
36
1
< 1 Year
No
35,932
160
122
0
189,547
Female
35
1
48
0
1-2 Year
Yes
2,630
26
139
0
265,500
Female
34
1
3
0
1-2 Year
Yes
2,630
156
214
1
40,159
Male
23
1
36
1
< 1 Year
No
31,877
152
247
0
479,144
Female
30
1
18
0
< 1 Year
Yes
2,630
157
100
1
338,513
Female
23
1
50
1
< 1 Year
No
42,908
152
109
0
440,468
Female
22
1
32
1
< 1 Year
No
10,860
152
64
0
136,852
Female
38
1
28
0
1-2 Year
Yes
68,843
26
284
0