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
487,672
Male
48
1
36
1
1-2 Year
No
2,630
26
77
0
438,175
Male
26
1
41
1
< 1 Year
No
33,239
152
34
0
68,360
Female
46
1
44
0
1-2 Year
Yes
27,091
26
297
0
341,088
Male
50
1
8
0
1-2 Year
Yes
32,387
7
278
0
424,780
Male
43
1
28
0
1-2 Year
Yes
24,024
154
259
1
279,247
Female
23
1
11
0
< 1 Year
No
25,799
152
52
0
311,688
Female
23
1
41
1
< 1 Year
No
43,046
155
126
0
66,847
Male
40
1
28
0
1-2 Year
No
25,354
124
42
0
198,054
Female
23
1
28
0
< 1 Year
Yes
52,177
152
80
0
144,720
Male
49
1
11
1
1-2 Year
No
31,366
154
284
0
207,125
Female
29
1
41
1
< 1 Year
No
30,933
152
263
0
182,392
Male
57
1
30
1
1-2 Year
No
23,588
152
104
0
220,445
Female
24
1
45
1
< 1 Year
No
25,637
152
140
0
393,368
Male
25
1
28
1
< 1 Year
No
33,932
152
147
0
401,712
Male
45
1
28
0
1-2 Year
Yes
28,205
26
104
1
338,817
Male
75
1
50
0
> 2 Years
Yes
2,630
157
255
0
88,168
Female
27
1
11
1
< 1 Year
No
26,828
152
291
0
226,926
Female
54
1
8
0
1-2 Year
No
30,929
26
147
0
31,893
Female
25
1
29
1
< 1 Year
No
52,426
152
229
0
361,313
Male
25
1
47
0
< 1 Year
No
26,578
152
85
0
187,931
Female
65
1
46
0
1-2 Year
Yes
34,880
156
248
0
408,833
Female
27
1
10
1
< 1 Year
No
32,400
152
77
0
285,879
Female
22
1
46
0
< 1 Year
Yes
25,353
152
205
0
1,251
Female
45
1
6
1
1-2 Year
No
31,331
26
189
0
221,787
Female
22
1
29
1
< 1 Year
No
30,469
152
21
0
493,962
Male
37
1
28
0
1-2 Year
Yes
40,595
55
197
1
189,331
Male
40
1
9
1
1-2 Year
No
2,630
26
234
0
115,999
Female
25
1
2
0
< 1 Year
Yes
2,630
152
195
0
318,763
Female
34
1
8
0
1-2 Year
Yes
51,978
26
61
0
378,702
Male
23
1
11
0
< 1 Year
Yes
2,630
152
281
0
279,457
Female
55
1
41
1
1-2 Year
Yes
37,205
3
62
0
84,636
Female
20
1
17
1
< 1 Year
No
39,524
160
46
0
243,542
Male
58
1
28
0
1-2 Year
Yes
53,631
26
78
0
111,303
Male
23
1
50
1
< 1 Year
No
35,532
152
230
0
25,171
Male
40
1
28
0
1-2 Year
Yes
42,749
124
245
0
154,397
Female
36
1
7
1
1-2 Year
No
33,347
154
89
0
347,663
Male
62
1
8
1
1-2 Year
No
23,239
124
29
0
453,387
Female
47
1
28
0
> 2 Years
Yes
55,698
26
21
1
354,139
Female
25
1
33
1
< 1 Year
No
35,980
152
23
0
225,483
Male
23
1
12
1
< 1 Year
No
27,731
152
80
0
355,224
Female
23
1
47
1
< 1 Year
No
36,921
152
146
0
435,222
Female
30
1
8
0
1-2 Year
Yes
55,904
124
13
1
107,459
Female
27
1
29
1
< 1 Year
No
21,445
152
77
0
258,180
Male
26
1
29
0
< 1 Year
Yes
2,630
152
186
0
432,337
Male
26
1
11
1
< 1 Year
No
26,747
152
66
0
363,877
Male
35
1
15
1
1-2 Year
No
29,666
152
65
0
98,866
Male
77
1
3
1
1-2 Year
No
33,685
26
291
0
21,714
Male
74
1
28
1
1-2 Year
No
39,780
26
257
0
186,722
Male
56
1
46
0
> 2 Years
Yes
35,487
26
63
0
78,908
Male
23
1
6
1
< 1 Year
No
18,842
152
277
0
119,000
Male
41
1
29
0
1-2 Year
No
33,228
124
245
0
316,265
Male
58
1
28
0
> 2 Years
Yes
43,474
124
131
0
231,897
Female
65
1
36
0
1-2 Year
Yes
34,059
156
190
1
107,193
Male
47
1
3
0
1-2 Year
Yes
39,453
124
96
0
21,259
Female
21
1
13
0
< 1 Year
Yes
34,754
124
95
1
88,108
Male
21
1
8
1
< 1 Year
No
45,031
160
236
0
49,835
Female
55
1
8
1
1-2 Year
No
56,130
26
102
0
50,098
Female
71
1
28
0
1-2 Year
Yes
28,951
124
226
0
186,874
Female
39
1
41
0
1-2 Year
Yes
49,341
124
280
0
369,371
Female
25
1
15
0
< 1 Year
Yes
44,414
152
222
0
387,428
Male
43
1
28
0
1-2 Year
Yes
41,204
25
245
1
56,433
Male
64
1
28
0
> 2 Years
Yes
24,741
122
89
0
272,663
Female
35
1
28
0
1-2 Year
Yes
67,706
26
93
0
179,010
Female
24
1
8
0
< 1 Year
No
43,216
151
241
0
269,033
Male
35
1
41
0
1-2 Year
Yes
2,630
154
236
0
407,604
Male
53
1
41
0
1-2 Year
Yes
35,757
154
258
1
314,653
Male
39
1
30
0
1-2 Year
Yes
28,853
26
151
0
100,375
Male
72
1
29
0
1-2 Year
Yes
44,705
135
192
0
417,742
Female
30
1
28
0
< 1 Year
Yes
2,630
124
213
1
48,328
Male
27
1
34
1
< 1 Year
No
31,998
152
253
0
460,561
Female
27
1
28
1
< 1 Year
No
38,129
152
113
0
319,199
Male
31
1
36
0
< 1 Year
Yes
35,907
152
39
0
84,666
Male
75
1
0
0
1-2 Year
Yes
2,630
122
193
0
67,705
Female
39
1
40
0
1-2 Year
Yes
2,630
26
54
0
356,898
Male
58
1
17
0
1-2 Year
Yes
28,358
124
149
1
275,733
Male
21
1
8
0
< 1 Year
No
36,753
160
284
0
146,581
Female
20
1
8
0
< 1 Year
Yes
32,338
160
99
0
48,726
Female
26
1
8
0
< 1 Year
Yes
28,091
152
86
0
245,553
Female
20
1
29
0
< 1 Year
Yes
2,630
160
148
0
469,466
Female
26
1
26
1
< 1 Year
No
28,630
152
18
0
68,036
Male
21
1
35
1
< 1 Year
No
31,308
152
147
0
271,275
Female
22
1
33
1
< 1 Year
No
36,730
152
177
0
415,331
Female
22
1
6
1
< 1 Year
No
16,840
152
48
0
141,558
Female
26
1
11
1
< 1 Year
No
32,455
152
59
0
265,525
Female
21
1
28
0
< 1 Year
Yes
40,159
154
109
0
44,852
Male
80
1
28
0
1-2 Year
No
50,406
26
259
0
208,172
Female
27
1
14
1
< 1 Year
No
23,502
152
283
0
351,313
Male
72
1
8
1
1-2 Year
No
42,299
7
168
0
56,586
Female
21
1
28
0
< 1 Year
No
60,777
152
254
0
421,171
Female
82
1
8
1
1-2 Year
No
2,630
26
175
0
166,541
Female
29
1
37
0
< 1 Year
No
33,957
152
190
0
190,524
Male
23
1
10
0
< 1 Year
Yes
35,926
152
289
0
192,343
Male
38
1
38
0
1-2 Year
Yes
29,235
124
192
0
358,439
Male
53
1
28
0
1-2 Year
Yes
45,122
29
127
1
461,611
Female
36
1
28
1
1-2 Year
No
27,485
152
63
0
262,859
Male
45
1
29
1
1-2 Year
No
29,120
26
12
0
72,865
Female
25
1
6
0
< 1 Year
Yes
31,513
152
49
0
174,465
Female
25
1
28
0
< 1 Year
Yes
57,233
152
109
1
53,554
Male
53
1
39
0
1-2 Year
Yes
38,467
124
53
1
110,693
Male
53
1
7
0
1-2 Year
Yes
44,360
124
15
0