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
487,486
Male
33
1
27
0
1-2 Year
Yes
2,630
156
151
1
362,014
Female
62
1
28
1
1-2 Year
No
47,203
26
114
0
266,512
Female
28
1
15
0
< 1 Year
No
58,562
152
267
0
72,250
Female
24
1
36
1
< 1 Year
No
51,705
152
231
0
141,851
Male
43
1
9
0
1-2 Year
Yes
36,013
156
181
0
422,028
Female
25
1
16
1
< 1 Year
No
33,091
152
195
0
182,325
Female
33
1
12
0
< 1 Year
Yes
2,630
156
215
0
407,240
Male
29
1
10
1
< 1 Year
No
32,617
152
93
0
179,302
Female
31
1
7
0
< 1 Year
Yes
51,287
124
220
0
98,826
Female
36
1
0
0
1-2 Year
Yes
2,630
124
52
1
233,163
Male
22
1
8
1
< 1 Year
No
44,415
152
170
0
471,912
Female
40
1
30
0
1-2 Year
Yes
2,630
157
213
1
150,125
Male
49
1
36
0
1-2 Year
Yes
32,277
124
43
0
46,765
Female
73
1
28
0
1-2 Year
No
47,344
122
114
0
45,991
Male
51
1
28
0
1-2 Year
Yes
35,355
26
214
1
124,918
Female
73
1
37
1
1-2 Year
No
36,156
124
114
0
99,310
Male
59
1
28
0
1-2 Year
Yes
43,861
56
136
0
257,405
Male
49
1
41
1
1-2 Year
No
30,518
124
39
0
137,509
Female
37
1
8
0
1-2 Year
No
2,630
156
218
0
168,567
Female
37
1
28
1
1-2 Year
No
36,767
152
193
0
247,318
Female
21
1
28
1
< 1 Year
No
42,118
160
106
0
342,547
Female
24
1
24
1
< 1 Year
No
2,630
152
257
0
326,827
Female
23
1
15
1
< 1 Year
No
59,864
160
250
0
58,021
Female
38
1
14
0
1-2 Year
Yes
2,630
156
292
0
136,663
Female
25
1
32
0
< 1 Year
Yes
31,915
152
53
0
348,624
Female
52
1
48
0
> 2 Years
Yes
2,630
26
106
0
382,418
Male
31
1
3
0
< 1 Year
Yes
36,192
124
162
1
39,842
Female
25
1
6
1
< 1 Year
No
23,131
152
149
0
126,523
Male
73
1
23
1
1-2 Year
No
30,295
26
149
0
244,277
Female
24
1
33
1
< 1 Year
No
33,312
152
123
0
14,485
Female
45
1
28
1
1-2 Year
No
38,059
60
69
0
323,199
Male
43
1
28
0
1-2 Year
Yes
22,103
124
138
1
23,678
Male
23
1
50
1
< 1 Year
No
41,724
152
264
0
82,042
Male
47
1
28
0
1-2 Year
Yes
66,076
26
144
0
369,044
Female
60
1
15
1
1-2 Year
No
62,844
14
199
0
138,503
Male
40
1
13
0
1-2 Year
No
47,638
26
199
0
34,031
Female
28
1
46
1
< 1 Year
No
48,024
124
292
0
94,532
Male
21
1
46
1
< 1 Year
No
33,780
160
119
0
292,365
Female
25
1
22
1
< 1 Year
No
25,117
152
57
0
156,637
Female
23
1
21
0
< 1 Year
No
15,380
151
27
1
167,042
Female
46
1
28
0
1-2 Year
Yes
30,314
26
176
0
224,456
Female
22
1
46
1
< 1 Year
No
20,809
152
204
0
170,537
Female
25
1
30
1
< 1 Year
No
35,057
152
250
0
38,343
Male
21
1
28
0
< 1 Year
Yes
2,630
156
205
1
23,817
Female
32
1
49
0
1-2 Year
Yes
26,619
156
97
1
368,800
Male
25
1
32
1
< 1 Year
No
38,785
152
119
0
379,439
Male
39
1
17
1
1-2 Year
No
35,953
124
290
0
213,265
Female
54
1
6
0
1-2 Year
Yes
2,630
151
128
0
30,728
Male
23
1
36
0
< 1 Year
No
32,575
152
22
0
317,215
Male
22
1
8
1
< 1 Year
No
28,779
152
39
0
140,138
Male
50
1
15
1
1-2 Year
No
38,875
124
64
0
173,825
Female
25
1
2
0
< 1 Year
Yes
30,674
152
281
1
43,781
Male
32
1
11
1
1-2 Year
No
25,648
26
36
0
135,806
Male
23
1
46
1
< 1 Year
No
19,738
152
59
0
480,144
Male
34
1
47
0
1-2 Year
Yes
32,971
124
164
1
201,038
Male
58
1
8
0
1-2 Year
Yes
34,283
26
165
0
164,753
Male
63
1
39
1
1-2 Year
No
32,553
122
289
0
287,254
Male
24
1
11
1
< 1 Year
No
26,390
152
45
0
236,848
Female
25
1
21
1
< 1 Year
No
30,779
152
26
0
506,357
Female
25
1
3
1
< 1 Year
No
18,372
152
90
0
180,291
Female
24
1
15
0
< 1 Year
Yes
39,293
152
238
0
4,220
Male
24
1
6
1
< 1 Year
No
17,955
152
40
0
277,607
Male
28
1
17
1
< 1 Year
No
2,630
152
131
0
197,980
Female
49
1
8
0
1-2 Year
Yes
55,149
124
286
0
336,835
Female
42
1
33
0
1-2 Year
Yes
27,953
138
20
0
75,418
Male
46
1
27
0
1-2 Year
Yes
2,630
124
168
0
230,268
Female
20
1
28
0
< 1 Year
No
2,630
157
112
0
236,673
Male
37
1
23
1
1-2 Year
No
31,182
152
57
0
444,080
Female
37
1
28
0
1-2 Year
Yes
59,839
122
52
1
68,524
Female
33
1
28
1
< 1 Year
No
59,662
152
277
0
263,998
Male
23
1
28
1
< 1 Year
No
48,352
152
61
0
16,772
Male
55
1
8
0
1-2 Year
No
2,630
156
186
0
56,371
Male
51
1
8
1
1-2 Year
No
30,045
26
87
0
461,320
Male
50
1
30
1
1-2 Year
No
35,597
124
196
0
86,176
Male
44
1
18
1
1-2 Year
No
24,837
26
147
0
356,567
Male
51
1
28
1
1-2 Year
No
34,668
124
24
0
165,798
Female
25
1
30
1
< 1 Year
No
24,867
152
69
0
105,433
Male
50
1
46
1
1-2 Year
No
27,029
124
141
0
95,754
Female
24
1
30
1
< 1 Year
No
20,594
160
120
0
13,946
Male
44
1
46
0
1-2 Year
Yes
23,862
26
122
0
330,910
Male
46
1
8
1
1-2 Year
No
39,302
152
120
0
331,135
Female
53
1
28
0
1-2 Year
Yes
2,630
61
274
0
439,253
Male
39
1
36
0
1-2 Year
Yes
32,580
124
217
1
53,886
Male
42
1
21
0
1-2 Year
Yes
29,783
26
31
0
82,913
Female
25
1
30
1
< 1 Year
No
27,437
152
238
0
415,175
Female
24
1
15
1
< 1 Year
No
2,630
152
230
0
470,345
Female
56
1
28
1
1-2 Year
No
69,238
37
163
0
78,428
Female
49
1
28
1
1-2 Year
No
32,897
124
133
0
228,710
Male
54
1
46
0
1-2 Year
Yes
2,630
26
258
0
402,181
Female
49
1
28
0
1-2 Year
Yes
32,845
26
259
1
426,562
Male
48
1
28
0
1-2 Year
Yes
32,710
122
188
1
192,419
Female
24
1
6
1
< 1 Year
No
19,789
152
147
0
472,463
Female
25
1
28
1
< 1 Year
No
37,107
152
218
0
373,037
Female
23
1
28
1
< 1 Year
No
42,883
152
273
0
323,812
Female
48
1
48
0
1-2 Year
Yes
2,630
156
204
0
461,844
Female
25
1
8
1
< 1 Year
No
48,431
152
54
0
89,912
Male
27
1
3
1
< 1 Year
No
50,659
152
158
0
52,770
Female
25
1
27
1
< 1 Year
No
28,499
152
112
0
212,642
Male
51
1
35
0
1-2 Year
No
23,166
29
213
0
59,936
Male
43
1
48
0
1-2 Year
Yes
2,630
15
251
0