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
333,452
Male
77
1
28
0
1-2 Year
Yes
46,303
26
210
0
69,930
Male
25
1
28
1
< 1 Year
No
30,883
152
15
0
472,353
Male
31
1
17
0
1-2 Year
Yes
36,156
154
238
1
185,881
Male
33
1
41
0
< 1 Year
Yes
2,630
124
98
0
61,519
Male
36
1
33
0
1-2 Year
Yes
29,793
124
163
0
5,184
Female
46
1
33
0
1-2 Year
Yes
45,694
26
250
0
180,859
Female
37
1
15
1
1-2 Year
No
28,972
152
182
0
394,064
Female
30
1
3
1
< 1 Year
No
2,630
152
224
0
221,022
Male
40
1
8
0
1-2 Year
No
35,199
109
41
0
61,371
Male
36
1
47
0
1-2 Year
Yes
2,630
157
294
0
387,860
Female
30
1
41
1
< 1 Year
No
45,079
152
286
0
471,758
Female
69
1
29
1
1-2 Year
No
32,354
30
41
0
413,644
Male
22
1
21
1
< 1 Year
No
18,144
152
11
0
173,960
Female
46
1
30
0
1-2 Year
Yes
32,299
26
208
0
99,024
Female
36
1
36
0
1-2 Year
Yes
35,373
124
221
1
29,240
Male
56
1
47
0
1-2 Year
Yes
27,625
124
228
0
130,874
Female
42
1
28
0
1-2 Year
Yes
48,978
26
20
1
244,698
Male
33
1
28
0
< 1 Year
Yes
51,964
124
110
1
260,001
Male
22
1
29
0
< 1 Year
No
68,812
152
296
0
25,063
Female
20
1
8
1
< 1 Year
No
36,934
160
47
0
537
Male
46
1
11
1
1-2 Year
No
36,581
152
115
0
344,795
Female
24
1
29
0
< 1 Year
Yes
2,630
152
281
0
16,558
Male
47
1
47
0
1-2 Year
No
2,630
16
81
0
10,470
Female
55
1
48
1
1-2 Year
No
2,630
26
119
0
476,115
Female
41
1
28
0
1-2 Year
Yes
44,771
26
36
1
180,577
Male
20
1
28
0
< 1 Year
Yes
2,630
157
197
0
115,404
Female
37
1
28
0
1-2 Year
Yes
40,242
26
263
0
301,584
Female
34
1
37
1
1-2 Year
No
27,746
151
102
0
313,187
Male
22
1
27
0
< 1 Year
Yes
2,630
26
104
0
48,314
Female
41
1
39
1
1-2 Year
No
33,817
124
112
0
353,439
Female
58
1
35
0
1-2 Year
Yes
29,777
26
298
1
105,906
Male
47
1
40
1
1-2 Year
No
33,786
124
267
0
15,936
Male
44
1
29
1
1-2 Year
No
26,453
124
219
0
444,773
Male
22
1
14
1
< 1 Year
No
31,146
152
243
0
158,895
Female
62
1
46
0
1-2 Year
No
25,689
154
232
1
416,640
Male
27
1
41
1
< 1 Year
No
28,176
153
68
0
132,472
Female
27
1
28
0
1-2 Year
Yes
2,630
157
191
1
94,659
Male
25
1
50
1
< 1 Year
No
28,318
152
174
0
406,617
Male
38
1
29
0
1-2 Year
Yes
32,386
26
81
1
55,673
Male
25
1
29
1
< 1 Year
No
28,824
152
179
0
352,663
Male
23
1
17
1
< 1 Year
No
40,000
151
97
0
394,652
Female
25
1
41
1
< 1 Year
No
34,747
152
14
0
26,731
Male
23
1
43
0
< 1 Year
Yes
24,323
152
295
0
400,572
Male
48
1
8
0
1-2 Year
Yes
39,869
26
261
1
56,819
Female
26
1
8
0
< 1 Year
Yes
23,267
152
119
0
232,291
Male
26
1
8
0
< 1 Year
Yes
44,418
124
26
0
55,816
Male
23
1
47
1
< 1 Year
No
41,222
26
161
0
132,464
Male
25
1
11
1
< 1 Year
No
31,399
152
50
0
45,281
Male
24
1
28
0
< 1 Year
Yes
35,074
124
266
0
25,483
Female
23
1
13
0
< 1 Year
Yes
27,997
152
230
0
211,256
Male
38
1
15
0
1-2 Year
Yes
2,630
124
267
0
6,419
Female
22
1
15
1
< 1 Year
No
38,247
152
248
0
82,350
Female
73
1
45
1
1-2 Year
No
37,295
124
236
0
341,354
Male
25
1
25
1
< 1 Year
No
26,287
152
75
0
73,186
Male
74
1
28
1
1-2 Year
No
46,429
124
167
0
8,551
Female
24
1
45
1
< 1 Year
No
23,689
152
147
0
425,801
Female
24
1
30
1
< 1 Year
No
30,421
152
136
0
90,243
Male
30
1
39
1
< 1 Year
No
35,867
152
101
0
268,041
Male
20
1
41
1
< 1 Year
Yes
2,630
160
165
0
51,345
Female
30
1
28
0
1-2 Year
Yes
22,036
156
239
1
49,408
Male
57
1
28
0
1-2 Year
Yes
46,254
26
239
1
196,251
Female
23
1
13
0
< 1 Year
Yes
33,864
152
213
0
51,222
Male
43
1
29
0
1-2 Year
Yes
36,375
131
13
0
305,685
Female
24
1
15
1
< 1 Year
Yes
29,143
152
207
0
310,144
Female
25
1
28
0
1-2 Year
Yes
36,369
155
273
1
72,539
Male
59
1
28
0
> 2 Years
Yes
47,318
124
100
1
72,820
Male
56
1
8
1
1-2 Year
No
2,630
26
76
0
279,449
Female
25
1
40
0
< 1 Year
No
24,584
26
89
0
92,118
Female
27
1
50
1
< 1 Year
No
36,877
152
176
0
114,964
Female
24
1
30
1
< 1 Year
No
27,741
152
19
0
451,705
Female
49
1
8
0
1-2 Year
Yes
38,463
26
12
1
457,489
Female
54
1
12
1
1-2 Year
No
29,622
26
85
0
297,158
Female
23
1
16
0
< 1 Year
Yes
23,121
152
265
0
109,046
Female
31
1
41
0
< 1 Year
No
2,630
1
104
0
294,927
Female
53
1
41
1
1-2 Year
No
2,630
26
128
0
348
Female
42
1
28
0
1-2 Year
Yes
39,977
124
276
0
79,902
Female
27
1
35
1
< 1 Year
No
27,488
152
83
0
371,901
Male
20
1
30
0
< 1 Year
Yes
34,471
160
218
0
431,525
Male
38
1
28
1
1-2 Year
No
49,536
61
36
0
105,365
Female
68
1
3
1
1-2 Year
No
39,836
26
278
0
420,555
Male
26
1
41
1
< 1 Year
No
32,358
152
36
0
437,123
Female
24
1
33
1
< 1 Year
No
38,630
152
266
0
82,034
Male
58
1
28
0
1-2 Year
Yes
40,987
124
179
0
86,528
Female
24
1
45
1
< 1 Year
No
28,347
152
174
0
460,177
Male
21
1
3
1
< 1 Year
No
24,309
152
122
0
293,367
Female
21
1
36
1
< 1 Year
No
2,630
156
202
0
184,803
Male
52
1
50
0
1-2 Year
Yes
35,661
8
45
0
275,518
Female
21
1
27
1
< 1 Year
No
23,588
163
186
0
98,020
Male
29
1
28
1
< 1 Year
No
57,247
152
27
0
193,724
Male
48
1
28
1
1-2 Year
No
27,650
122
64
0
127,905
Male
79
1
28
0
1-2 Year
Yes
2,630
124
149
0
288,501
Male
37
1
28
1
1-2 Year
No
68,671
124
44
0
303,191
Male
59
1
28
0
1-2 Year
Yes
47,354
26
275
0
186,973
Female
46
1
41
1
1-2 Year
No
2,630
26
79
0
370,077
Male
25
1
7
0
< 1 Year
Yes
2,630
124
223
0
116,185
Female
80
1
28
1
1-2 Year
No
62,416
124
118
0
276,522
Male
46
1
50
1
1-2 Year
No
2,630
18
218
0
312,898
Female
24
1
29
1
< 1 Year
No
29,036
152
162
0
160,973
Female
45
1
8
0
> 2 Years
Yes
44,303
26
244
0
474,788
Female
46
1
28
0
1-2 Year
Yes
46,684
26
267
1