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
113,492
Male
22
1
19
0
1-2 Year
Yes
34,023
26
47
0
360,410
Male
25
1
28
1
< 1 Year
No
26,298
152
262
0
144,436
Male
29
1
29
0
< 1 Year
No
30,192
154
263
0
283,473
Male
48
1
28
0
1-2 Year
Yes
23,275
26
290
0
58,944
Male
41
1
8
0
1-2 Year
Yes
2,630
124
229
1
339,100
Male
50
1
15
1
1-2 Year
No
25,684
152
219
0
22,090
Female
77
1
28
0
1-2 Year
Yes
38,183
26
292
0
65,698
Male
52
1
28
1
1-2 Year
No
2,630
124
265
0
205,927
Female
71
1
28
0
> 2 Years
Yes
25,878
26
190
0
233,967
Male
55
1
33
0
1-2 Year
Yes
37,116
26
272
0
391,456
Male
48
1
28
0
1-2 Year
Yes
2,630
157
252
1
358,297
Female
26
1
28
1
< 1 Year
No
43,431
152
58
0
88,941
Male
55
1
3
1
1-2 Year
No
2,630
124
46
0
171,487
Female
24
1
28
1
< 1 Year
No
46,501
152
238
0
324,578
Female
21
1
30
1
< 1 Year
No
29,133
160
288
0
458,290
Female
25
1
41
1
< 1 Year
No
21,783
152
70
0
285,892
Male
23
1
18
1
< 1 Year
No
20,791
152
15
0
69,712
Male
42
1
29
0
1-2 Year
Yes
2,630
154
58
0
254,374
Female
47
1
28
1
1-2 Year
No
50,406
124
68
0
335,510
Female
23
1
16
1
< 1 Year
No
28,977
152
61
0
244,105
Female
26
1
11
1
< 1 Year
No
28,546
152
68
0
102,788
Female
31
1
30
0
< 1 Year
Yes
24,910
124
22
0
399,670
Male
31
1
13
1
1-2 Year
No
36,709
26
209
0
68,585
Male
45
1
28
0
> 2 Years
Yes
2,630
26
84
0
48,677
Male
43
1
36
0
1-2 Year
Yes
2,630
124
111
0
340,913
Female
20
1
13
0
< 1 Year
Yes
39,040
160
52
0
345,102
Male
63
1
28
0
1-2 Year
Yes
56,463
55
194
0
279,448
Female
50
1
8
0
1-2 Year
Yes
50,581
7
279
1
268,748
Male
36
1
27
0
1-2 Year
Yes
27,108
124
115
1
388,490
Female
24
1
15
1
< 1 Year
No
51,226
152
145
0
305,716
Male
43
1
3
0
1-2 Year
Yes
20,617
155
219
0
164,105
Male
47
1
28
0
1-2 Year
Yes
31,616
26
174
1
505,039
Female
21
1
30
1
< 1 Year
No
2,630
152
149
0
431,831
Male
51
1
14
0
1-2 Year
Yes
2,630
26
219
1
465,703
Male
26
1
15
1
< 1 Year
No
32,479
152
165
0
350,056
Female
41
1
41
1
1-2 Year
No
44,751
124
230
0
402,903
Male
55
1
28
0
1-2 Year
Yes
34,723
26
55
1
143,532
Female
48
1
28
0
1-2 Year
Yes
29,827
156
156
0
149,701
Male
41
1
43
0
1-2 Year
No
29,218
124
102
0
367,716
Male
44
1
3
0
1-2 Year
Yes
19,857
124
221
0
202,166
Male
60
1
7
0
1-2 Year
Yes
2,630
26
241
0
15,484
Male
47
1
7
1
1-2 Year
No
49,833
26
177
0
75,733
Male
44
1
28
0
1-2 Year
Yes
36,169
26
289
1
398,845
Male
71
1
47
0
1-2 Year
No
40,701
26
249
0
153,264
Female
59
1
46
0
1-2 Year
No
38,139
124
211
0
219,401
Female
23
1
46
1
< 1 Year
No
34,843
152
27
0
285,861
Male
24
1
41
1
< 1 Year
No
47,330
152
110
0
149,134
Male
63
1
36
0
1-2 Year
Yes
35,280
15
95
0
380,084
Female
43
1
46
1
1-2 Year
No
37,749
124
222
0
15,803
Male
70
1
8
1
1-2 Year
No
23,339
26
85
0
241,780
Male
22
1
36
1
< 1 Year
No
23,040
152
52
0
20,886
Male
23
1
37
0
< 1 Year
Yes
30,623
152
299
0
416,507
Female
25
1
3
1
< 1 Year
No
28,484
152
185
0
175,958
Male
44
1
28
1
1-2 Year
Yes
35,943
124
221
0
360,736
Male
25
1
28
1
< 1 Year
No
31,416
152
27
0
462,554
Male
50
1
28
0
1-2 Year
Yes
23,471
26
209
1
136,219
Male
24
1
29
1
< 1 Year
No
20,905
152
211
0
283,550
Male
50
1
28
0
1-2 Year
Yes
26,781
26
173
0
37,111
Female
22
1
6
1
< 1 Year
No
38,033
152
297
0
248,198
Female
32
1
30
0
< 1 Year
Yes
24,303
152
181
0
400,691
Male
41
1
28
0
1-2 Year
Yes
34,584
26
127
1
505,022
Male
40
1
28
0
1-2 Year
Yes
37,857
124
273
1
455,115
Male
25
1
28
1
< 1 Year
No
44,202
152
167
0
240,870
Male
23
1
15
1
< 1 Year
No
20,343
26
86
0
70,710
Male
24
1
28
0
< 1 Year
Yes
32,506
150
211
0
122,138
Female
23
1
37
1
< 1 Year
No
39,839
151
247
0
209,577
Male
24
1
41
1
< 1 Year
No
29,373
152
153
0
106,050
Male
48
1
41
0
1-2 Year
Yes
32,047
124
62
0
124,107
Male
25
1
29
1
< 1 Year
No
25,226
152
95
0
373,277
Female
49
0
11
1
1-2 Year
No
2,630
120
141
0
212,024
Male
57
1
48
0
1-2 Year
Yes
2,630
26
161
0
61,836
Male
57
1
28
1
1-2 Year
No
51,386
152
33
0
136,593
Male
48
1
28
0
1-2 Year
Yes
40,649
124
59
1
277,256
Female
42
1
28
0
> 2 Years
Yes
52,281
26
242
0
12,433
Male
62
1
39
1
1-2 Year
No
32,404
26
39
0
42,786
Female
71
1
3
0
1-2 Year
Yes
31,662
30
205
0
178,733
Male
73
1
18
0
1-2 Year
Yes
26,198
26
198
0
386,287
Female
27
1
36
1
< 1 Year
No
2,630
152
255
0
92,552
Female
22
1
26
0
< 1 Year
Yes
32,858
160
28
0
228,072
Male
47
1
8
0
1-2 Year
Yes
32,975
26
159
0
465,067
Female
66
1
46
1
1-2 Year
No
32,846
124
198
0
85,446
Female
41
1
11
1
1-2 Year
No
38,277
120
135
0
360,775
Male
24
1
2
0
< 1 Year
Yes
28,420
152
161
0
105,793
Male
38
1
28
1
1-2 Year
No
27,140
26
268
0
199,541
Male
21
1
35
1
< 1 Year
No
27,258
152
116
0
347,232
Male
42
1
28
0
> 2 Years
Yes
27,793
122
202
0
156,327
Female
25
1
28
0
< 1 Year
No
2,630
160
150
1
87,277
Male
47
1
28
0
1-2 Year
Yes
28,251
122
82
0
82,806
Male
33
1
39
1
< 1 Year
No
2,630
152
178
0
134,936
Male
37
1
41
0
1-2 Year
Yes
28,031
124
245
0
291,555
Male
26
1
28
1
< 1 Year
No
45,407
152
165
0
33,561
Male
58
1
28
0
1-2 Year
Yes
26,139
124
262
0
278,100
Female
20
1
25
1
< 1 Year
No
24,481
160
258
0
116,593
Male
65
1
8
1
1-2 Year
Yes
29,189
4
46
0
107,563
Female
45
1
36
0
1-2 Year
Yes
2,630
157
108
0
184,195
Female
22
1
2
1
< 1 Year
No
24,169
152
71
0
378,001
Male
58
1
48
0
> 2 Years
Yes
2,630
124
14
0
390,218
Male
68
1
41
1
1-2 Year
No
21,828
124
271
0
159,910
Female
44
1
30
0
1-2 Year
Yes
21,679
124
214
0
58,947
Female
24
1
50
1
< 1 Year
No
20,860
152
144
0