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
346,587
Male
44
1
3
0
1-2 Year
No
27,329
124
14
0
16,897
Male
51
1
21
0
1-2 Year
Yes
2,630
124
39
0
349,075
Female
41
1
33
1
1-2 Year
No
45,104
152
134
0
320,224
Female
21
1
8
1
< 1 Year
No
44,514
160
250
0
414,608
Male
25
1
17
1
< 1 Year
No
30,568
151
200
0
76,927
Male
29
1
35
1
< 1 Year
No
28,938
152
73
0
272,750
Female
42
1
28
0
1-2 Year
Yes
31,651
124
242
0
419,298
Male
43
1
41
1
1-2 Year
No
33,964
26
129
0
376,718
Male
36
1
35
0
1-2 Year
Yes
41,322
124
107
0
398,632
Male
26
1
41
1
< 1 Year
No
69,865
152
71
0
475,428
Female
45
1
28
0
1-2 Year
Yes
44,493
124
59
1
52,186
Male
42
1
3
0
1-2 Year
Yes
32,084
26
15
1
505,429
Female
28
1
15
1
< 1 Year
No
32,372
152
130
0
128,551
Female
63
1
40
0
1-2 Year
Yes
34,730
26
127
0
442,220
Female
46
1
28
0
> 2 Years
Yes
43,832
26
136
1
270,410
Female
22
1
41
1
< 1 Year
No
24,285
152
82
0
345,277
Female
26
1
27
1
< 1 Year
No
24,191
152
22
0
311,731
Male
20
1
12
1
< 1 Year
No
31,061
160
242
0
277,168
Male
39
1
28
0
1-2 Year
Yes
41,190
124
67
0
376,561
Female
21
1
37
0
< 1 Year
Yes
13,603
160
109
0
42,002
Male
48
1
28
1
1-2 Year
No
52,583
26
226
0
351,713
Male
44
1
8
0
1-2 Year
No
36,228
124
76
0
314,728
Female
67
1
28
0
> 2 Years
Yes
41,235
26
276
0
238,496
Female
25
1
34
1
< 1 Year
No
2,630
152
140
0
29,024
Male
56
1
41
0
1-2 Year
Yes
52,102
26
223
0
464,171
Male
44
1
28
0
1-2 Year
Yes
40,662
124
240
1
477,273
Female
38
1
18
0
1-2 Year
Yes
29,300
124
198
1
147,772
Male
22
1
28
0
1-2 Year
Yes
2,630
124
192
1
11,848
Male
24
1
46
1
< 1 Year
No
40,161
152
282
0
347,348
Male
28
1
15
0
< 1 Year
Yes
2,630
152
19
0
6,393
Female
22
1
30
1
< 1 Year
No
32,940
26
87
0
488,086
Male
35
1
38
0
1-2 Year
Yes
31,016
124
54
1
115,016
Male
61
1
8
0
1-2 Year
No
2,630
26
44
0
213,207
Female
21
1
15
0
< 1 Year
Yes
30,987
152
265
0
80,216
Male
34
1
18
0
1-2 Year
Yes
30,971
152
265
0
199,312
Female
24
1
36
0
< 1 Year
No
2,630
152
60
0
31,510
Female
62
1
46
0
1-2 Year
Yes
47,515
11
147
0
44,835
Female
44
1
11
0
1-2 Year
No
31,094
157
176
0
371,320
Female
21
1
15
0
< 1 Year
No
2,630
152
198
0
115,667
Male
47
1
28
0
1-2 Year
Yes
50,950
124
92
0
212,484
Male
29
1
10
1
< 1 Year
No
29,382
152
223
0
312,702
Male
42
1
15
1
1-2 Year
No
30,496
124
27
0
65,315
Male
22
1
28
0
< 1 Year
Yes
51,304
26
271
0
357,435
Male
26
1
28
1
< 1 Year
No
29,072
152
116
0
251,878
Female
27
1
29
1
< 1 Year
No
25,338
152
71
0
102,475
Male
24
1
21
0
< 1 Year
Yes
43,118
152
237
0
234,467
Male
45
1
43
0
1-2 Year
No
2,630
26
99
0
458,195
Male
22
1
39
1
< 1 Year
No
2,630
152
156
0
277,602
Female
54
1
28
0
1-2 Year
Yes
94,970
26
160
0
372,113
Female
22
1
36
0
1-2 Year
Yes
41,271
163
218
0
357,369
Male
35
1
50
0
1-2 Year
Yes
45,457
26
177
1
111,826
Male
23
1
30
0
< 1 Year
Yes
36,086
152
249
1
399,939
Female
23
1
8
1
< 1 Year
No
27,273
26
166
0
158,438
Female
53
1
47
1
1-2 Year
No
45,791
124
130
0
291,570
Female
58
1
28
0
1-2 Year
Yes
2,630
124
243
0
253,918
Male
57
1
28
0
1-2 Year
Yes
35,109
124
52
1
336,538
Female
21
1
47
0
< 1 Year
Yes
39,408
152
90
0
424,390
Male
55
1
28
0
> 2 Years
Yes
41,838
26
54
1
99,133
Female
35
1
15
1
1-2 Year
No
27,123
152
268
0
292,461
Male
41
1
28
1
1-2 Year
No
53,720
26
203
0
422,787
Male
41
1
0
1
1-2 Year
No
2,630
26
279
0
151,986
Male
48
1
31
0
1-2 Year
Yes
2,630
124
107
0
480,963
Male
41
1
14
0
> 2 Years
Yes
37,778
124
166
1
240,272
Male
31
1
18
0
< 1 Year
Yes
28,598
153
232
0
80,720
Male
79
1
28
1
1-2 Year
No
26,616
26
100
0
252,947
Male
21
1
39
0
1-2 Year
No
34,564
154
219
0
261,928
Male
43
1
28
0
1-2 Year
Yes
34,541
124
220
0
168,959
Male
43
1
8
0
1-2 Year
Yes
35,466
124
215
0
43,481
Male
59
1
24
0
1-2 Year
Yes
37,996
26
98
0
95,021
Male
60
1
28
0
1-2 Year
Yes
51,602
124
259
0
9,790
Female
20
1
15
0
< 1 Year
Yes
29,398
160
289
0
168,925
Female
22
1
39
0
< 1 Year
Yes
31,583
152
187
0
174,916
Male
55
1
28
0
1-2 Year
Yes
37,373
124
166
0
132,396
Female
62
1
28
0
1-2 Year
Yes
39,246
26
20
1
191,947
Male
66
1
0
0
1-2 Year
Yes
2,630
26
34
0
93,485
Male
54
1
41
0
1-2 Year
Yes
24,503
26
127
0
178,697
Female
25
1
28
1
< 1 Year
No
26,054
152
71
0
340,856
Female
26
1
32
1
< 1 Year
No
32,136
152
183
0
355,015
Male
42
1
35
0
> 2 Years
Yes
47,126
124
253
0
213,136
Male
49
1
33
0
1-2 Year
Yes
48,772
125
63
0
43,454
Female
27
1
30
1
< 1 Year
No
28,845
152
188
0
296,250
Male
24
1
36
0
< 1 Year
Yes
2,630
152
22
0
108,981
Male
23
1
26
0
< 1 Year
Yes
32,857
152
67
0
324,866
Male
45
1
28
0
1-2 Year
No
50,474
26
13
0
166,798
Female
22
1
29
1
< 1 Year
No
26,510
152
43
0
348,299
Male
30
1
12
0
< 1 Year
Yes
32,878
124
40
0
415,463
Female
51
1
6
0
1-2 Year
Yes
27,541
26
197
1
424,126
Female
48
1
50
1
1-2 Year
No
29,028
152
114
0
108,184
Male
24
1
37
0
< 1 Year
Yes
25,023
152
101
0
370,686
Female
23
1
47
0
< 1 Year
Yes
35,732
152
101
0
358,565
Male
63
1
48
1
1-2 Year
No
2,630
124
294
0
365,481
Male
25
1
34
0
< 1 Year
Yes
31,430
152
31
0
272,266
Male
21
1
29
0
< 1 Year
Yes
30,785
152
286
0
400,362
Male
24
1
36
1
< 1 Year
No
22,162
152
148
0
29,815
Male
57
1
28
0
1-2 Year
Yes
68,256
124
88
0
431,840
Male
21
1
46
1
< 1 Year
No
24,784
152
87
0
333,349
Female
62
1
28
0
1-2 Year
No
27,412
26
92
0
43,151
Male
54
1
18
0
1-2 Year
Yes
2,630
26
71
0
417,925
Male
29
1
35
1
< 1 Year
No
23,263
152
285
0
339,353
Female
25
1
46
1
< 1 Year
No
22,063
152
74
0