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
179,374
Female
28
1
8
1
< 1 Year
No
35,889
152
248
0
213,520
Female
24
1
33
1
< 1 Year
No
26,273
152
281
0
243,938
Male
27
1
45
0
< 1 Year
Yes
2,630
152
32
0
501,494
Female
55
1
8
1
1-2 Year
No
2,630
124
165
0
461,761
Female
34
1
28
0
1-2 Year
Yes
37,990
122
212
1
66,542
Male
66
1
8
1
1-2 Year
No
40,494
26
171
0
240,596
Female
25
1
8
0
< 1 Year
No
39,995
152
34
0
142,868
Male
58
1
14
0
1-2 Year
Yes
25,710
154
252
0
355,341
Male
34
1
30
1
1-2 Year
No
22,398
152
15
0
383,516
Female
26
1
28
1
< 1 Year
No
37,295
152
160
0
479,909
Female
52
1
29
0
1-2 Year
Yes
40,526
163
196
1
146,579
Female
21
1
6
0
< 1 Year
Yes
39,812
152
149
0
197,498
Female
20
1
15
1
< 1 Year
Yes
15,767
160
22
0
351,013
Female
75
1
46
0
1-2 Year
Yes
2,630
26
242
0
223,480
Male
46
1
3
0
1-2 Year
Yes
19,764
163
44
0
96,933
Female
25
1
11
1
< 1 Year
No
30,378
152
159
0
444,752
Male
44
1
28
0
1-2 Year
Yes
37,952
124
210
1
192,228
Female
69
1
39
0
1-2 Year
Yes
2,630
124
18
0
318,626
Male
26
1
8
1
< 1 Year
No
39,220
152
210
0
13,177
Female
61
1
43
0
1-2 Year
No
36,159
124
87
0
189,795
Male
30
1
21
1
< 1 Year
No
25,690
152
105
0
4,370
Female
37
1
28
0
> 2 Years
Yes
54,122
124
138
0
483,500
Female
34
1
43
0
1-2 Year
Yes
26,821
124
60
1
163,568
Female
23
1
22
1
< 1 Year
No
30,228
152
238
0
381,775
Male
24
1
50
1
< 1 Year
No
32,197
152
119
0
447,319
Male
57
1
41
0
1-2 Year
Yes
28,098
26
85
1
351,134
Female
24
1
33
1
< 1 Year
No
2,630
152
169
0
201,216
Male
68
1
28
0
1-2 Year
Yes
44,239
26
271
1
228,180
Female
21
1
46
1
< 1 Year
No
28,362
160
84
0
476,643
Female
47
1
6
0
1-2 Year
Yes
44,199
124
143
1
441,176
Female
37
1
6
0
1-2 Year
Yes
39,011
26
32
1
5,980
Female
45
1
38
1
1-2 Year
No
2,630
26
66
0
46,244
Male
38
1
28
0
1-2 Year
Yes
33,898
26
223
1
215,425
Female
23
1
15
0
< 1 Year
Yes
35,716
26
140
0
83,356
Male
31
1
39
1
< 1 Year
No
30,375
152
209
0
382,821
Female
24
1
34
1
< 1 Year
No
28,298
152
186
0
307,425
Female
26
1
50
1
< 1 Year
No
36,773
152
253
0
405,280
Male
22
1
41
1
< 1 Year
No
26,404
152
177
0
149,804
Male
44
1
28
0
1-2 Year
Yes
39,595
26
45
0
116,494
Female
40
1
50
1
1-2 Year
No
41,307
26
138
0
365,779
Male
41
1
22
1
1-2 Year
No
33,195
124
215
0
358,486
Male
36
1
25
0
1-2 Year
Yes
2,630
124
226
1
240,358
Male
45
1
28
1
1-2 Year
No
40,561
151
167
0
227,925
Male
24
1
6
1
< 1 Year
No
25,395
152
105
0
37,096
Male
59
1
8
1
1-2 Year
No
50,663
124
295
0
221,949
Female
23
1
13
1
< 1 Year
No
38,745
26
298
0
17,606
Male
49
1
28
0
1-2 Year
Yes
43,057
155
146
0
139,705
Male
34
1
8
0
1-2 Year
Yes
41,415
124
230
0
213,208
Female
22
1
8
1
< 1 Year
Yes
32,319
160
38
0
206,007
Female
34
1
30
0
1-2 Year
Yes
2,630
156
100
1
126,382
Male
44
1
28
0
1-2 Year
Yes
49,777
26
245
0
359,333
Female
74
1
28
0
1-2 Year
Yes
42,871
26
279
0
248,929
Male
22
1
15
1
< 1 Year
No
35,550
152
194
0
221,312
Female
43
1
28
1
1-2 Year
No
31,116
122
126
0
46,399
Male
53
1
47
0
1-2 Year
Yes
35,502
124
136
1
370,286
Male
62
1
28
0
1-2 Year
Yes
24,323
122
275
0
487,152
Female
26
1
35
1
< 1 Year
No
2,630
152
150
0
361,991
Male
44
1
28
0
> 2 Years
Yes
66,414
26
63
0
92,848
Male
22
1
28
1
< 1 Year
Yes
38,086
152
40
0
339,950
Female
24
1
15
1
< 1 Year
No
24,756
152
250
0
65,699
Male
26
1
22
1
< 1 Year
No
18,485
152
291
0
5,163
Female
25
1
36
0
< 1 Year
Yes
33,642
152
202
0
235,312
Male
23
1
41
1
< 1 Year
No
27,515
152
289
0
432,545
Female
36
1
28
0
1-2 Year
Yes
49,324
26
294
1
242,187
Female
30
1
25
1
< 1 Year
No
24,830
152
257
0
445,215
Male
23
1
36
1
< 1 Year
No
30,112
152
47
0
169,075
Male
46
1
28
0
1-2 Year
Yes
35,305
26
73
0
138,112
Male
45
1
28
0
1-2 Year
No
25,599
124
291
0
178,558
Female
79
1
28
0
> 2 Years
Yes
50,354
26
233
0
178,045
Male
49
1
28
0
1-2 Year
Yes
37,624
26
10
1
258,793
Male
36
1
49
0
1-2 Year
No
33,226
160
214
0
52,255
Female
40
1
28
1
1-2 Year
No
30,103
122
31
0
14,681
Male
43
1
46
1
1-2 Year
Yes
22,528
154
195
0
282,932
Male
24
1
13
1
< 1 Year
No
2,630
160
161
0
372,768
Male
25
1
8
1
< 1 Year
No
35,555
152
96
0
176,721
Male
49
1
47
0
1-2 Year
Yes
34,918
26
37
1
351,993
Male
40
1
12
1
1-2 Year
No
32,021
124
131
0
15,417
Male
44
1
46
0
1-2 Year
No
57,989
124
211
0
115,693
Male
69
1
28
1
1-2 Year
Yes
34,186
26
188
0
313,767
Male
21
1
36
0
< 1 Year
Yes
35,796
152
62
0
369,232
Female
43
1
33
0
1-2 Year
Yes
34,389
26
259
0
34,855
Male
70
1
28
1
1-2 Year
No
52,995
122
297
0
356,709
Male
70
1
8
0
1-2 Year
Yes
39,902
26
18
0
506,112
Female
73
1
17
1
1-2 Year
No
73,357
152
157
0
275,440
Male
39
1
6
0
1-2 Year
Yes
32,440
124
72
0
128,703
Male
51
1
28
0
1-2 Year
Yes
28,220
47
31
0
106,347
Male
57
1
38
1
1-2 Year
Yes
2,630
163
153
0
437,418
Female
75
1
0
0
1-2 Year
No
2,630
26
292
0
449,797
Male
63
1
45
1
1-2 Year
No
2,630
124
62
0
125,234
Female
27
1
50
1
< 1 Year
No
32,948
152
77
0
299,093
Male
72
1
14
0
1-2 Year
Yes
40,408
160
155
0
28,429
Male
74
1
8
0
1-2 Year
Yes
59,665
7
275
0
233,760
Male
27
1
36
1
< 1 Year
No
48,046
152
265
0
377,011
Male
21
1
28
0
< 1 Year
Yes
41,278
156
288
0
473,036
Male
26
1
11
1
< 1 Year
No
30,436
152
36
0
493,972
Female
33
1
38
0
< 1 Year
Yes
31,344
124
31
1
416,434
Male
56
1
11
1
1-2 Year
No
29,238
26
151
0
36,993
Female
26
1
36
1
< 1 Year
No
31,489
152
143
0
137,145
Female
53
1
46
0
1-2 Year
Yes
30,787
11
168
0
137,062
Female
33
1
6
1
< 1 Year
No
22,092
152
50
0