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
140,953
Male
36
1
28
0
1-2 Year
No
38,104
122
133
0
285,161
Male
48
1
28
0
1-2 Year
Yes
44,406
26
263
0
139,533
Male
59
1
46
0
1-2 Year
Yes
35,967
154
74
0
309,012
Male
61
1
28
0
1-2 Year
Yes
23,483
124
58
0
486,707
Male
27
1
29
1
< 1 Year
No
2,630
160
103
0
5,765
Female
28
1
11
1
< 1 Year
No
39,741
152
184
0
137,093
Male
60
1
48
1
1-2 Year
No
2,630
26
297
0
251,203
Female
24
1
18
1
< 1 Year
No
37,619
152
203
0
366,412
Male
54
1
8
1
1-2 Year
No
2,630
26
240
0
489,093
Female
50
1
30
1
1-2 Year
No
2,630
124
54
0
129,070
Female
23
1
27
0
< 1 Year
Yes
26,845
26
170
0
324,653
Male
70
1
41
1
1-2 Year
No
41,291
26
65
0
6,346
Male
48
1
28
0
1-2 Year
Yes
41,988
26
160
0
97,461
Female
31
1
21
1
< 1 Year
No
21,434
152
120
0
278,135
Female
23
1
3
1
< 1 Year
No
2,630
152
233
0
366,853
Male
43
1
28
1
1-2 Year
Yes
34,867
124
237
0
176,341
Male
32
1
45
0
1-2 Year
Yes
31,206
124
20
1
370,234
Male
24
1
47
0
< 1 Year
Yes
26,029
152
18
0
85,990
Male
70
1
30
1
1-2 Year
No
36,167
155
41
0
503,804
Male
28
1
3
0
< 1 Year
Yes
29,882
163
146
1
267,682
Male
21
1
3
0
< 1 Year
Yes
2,630
160
165
0
180,838
Female
26
1
8
1
< 1 Year
No
42,850
152
18
0
297,663
Male
23
1
29
1
< 1 Year
Yes
2,630
156
68
0
167,594
Male
46
1
28
0
> 2 Years
Yes
54,515
124
63
0
235,371
Female
23
1
8
1
< 1 Year
No
36,199
160
112
0
203,934
Male
51
1
29
0
> 2 Years
Yes
41,618
26
130
0
448,584
Female
31
1
30
1
< 1 Year
No
30,898
152
258
0
324,688
Female
24
1
46
1
< 1 Year
No
41,282
152
80
0
333,111
Male
36
1
46
1
1-2 Year
No
31,264
124
30
0
30,191
Male
28
1
33
1
< 1 Year
No
33,516
152
275
0
106,884
Female
47
1
29
0
1-2 Year
No
2,630
157
205
0
328,814
Female
54
1
33
0
1-2 Year
Yes
2,630
124
192
0
8,648
Male
24
1
47
1
< 1 Year
No
43,836
152
161
0
374,275
Female
56
1
14
0
1-2 Year
Yes
26,175
157
86
0
255,474
Female
24
1
34
0
< 1 Year
No
30,756
152
226
0
133,284
Female
45
1
28
0
1-2 Year
Yes
50,277
26
94
0
430,408
Male
57
1
28
1
1-2 Year
No
59,789
124
54
0
81,841
Female
46
1
33
1
1-2 Year
No
31,321
26
93
0
42,788
Male
57
1
28
0
1-2 Year
Yes
38,668
122
182
0
372,353
Female
53
1
28
1
1-2 Year
No
36,252
29
245
0
196,271
Male
31
1
11
1
< 1 Year
No
29,724
152
150
0
290,056
Male
35
1
28
0
1-2 Year
Yes
38,968
29
294
0
352,126
Female
70
1
43
0
1-2 Year
Yes
32,029
26
271
0
407,731
Female
26
1
30
1
< 1 Year
No
26,698
152
142
0
299,886
Female
23
1
28
0
1-2 Year
Yes
25,993
124
152
0
22,018
Male
23
1
25
1
< 1 Year
No
35,331
152
87
0
177,339
Female
25
1
2
0
< 1 Year
Yes
24,922
152
200
0
414,175
Female
26
1
30
1
< 1 Year
No
23,752
152
13
0
426,525
Male
30
1
46
0
< 1 Year
Yes
20,115
124
290
1
354,701
Male
24
1
37
1
< 1 Year
Yes
25,942
151
260
0
288,566
Male
66
1
50
1
1-2 Year
No
32,492
64
224
0
307,451
Male
70
1
28
1
1-2 Year
No
38,068
26
79
0
69,278
Male
25
1
34
0
< 1 Year
Yes
28,613
26
262
0
114,054
Female
55
1
12
0
1-2 Year
Yes
2,630
156
90
0
284,674
Female
22
1
18
1
< 1 Year
No
2,630
152
267
0
162,312
Female
20
1
41
1
< 1 Year
Yes
2,630
156
220
0
306,539
Female
25
1
7
0
< 1 Year
Yes
2,630
152
244
0
484,280
Male
50
1
3
0
1-2 Year
Yes
23,727
124
89
1
91,178
Female
21
1
43
1
< 1 Year
No
26,638
152
188
0
32,436
Female
50
1
6
0
1-2 Year
Yes
24,637
26
281
0
39,261
Male
40
1
34
0
1-2 Year
Yes
22,760
26
196
0
307,415
Male
31
1
50
1
< 1 Year
No
49,526
152
38
0
212,062
Female
42
1
28
0
1-2 Year
Yes
26,507
26
292
0
55,664
Male
26
1
33
1
< 1 Year
No
39,048
26
173
0
340,779
Male
63
1
28
0
1-2 Year
Yes
86,013
26
128
0
284,637
Male
26
1
8
1
< 1 Year
No
31,325
152
189
0
344,518
Female
28
1
30
1
< 1 Year
No
25,831
152
120
0
338,401
Male
24
1
15
0
< 1 Year
No
33,227
152
244
0
274,939
Male
47
1
46
0
1-2 Year
No
2,630
124
49
1
43,064
Male
46
1
28
0
1-2 Year
Yes
58,358
26
128
0
171,789
Female
43
1
28
1
1-2 Year
No
42,652
122
104
0
475,692
Male
24
1
8
1
< 1 Year
No
39,319
152
170
0
338,575
Male
26
1
41
1
< 1 Year
No
27,581
152
202
0
491,903
Male
41
1
46
1
1-2 Year
No
27,117
26
44
0
405,353
Female
22
1
8
1
< 1 Year
No
31,085
152
81
0
274,654
Male
38
1
10
0
1-2 Year
No
29,714
124
158
0
428,802
Male
33
1
28
0
1-2 Year
Yes
48,995
124
77
1
249,616
Female
44
1
48
0
1-2 Year
Yes
2,630
26
154
0
503,890
Male
44
1
36
0
1-2 Year
Yes
39,698
124
132
1
207,480
Female
27
1
45
1
< 1 Year
No
28,605
152
112
0
101,790
Female
43
1
29
1
1-2 Year
No
2,630
26
26
0
160,836
Male
24
1
35
1
< 1 Year
No
32,575
152
260
0
248,178
Male
27
1
11
1
< 1 Year
No
2,630
152
137
0
259,104
Male
30
1
30
1
< 1 Year
No
28,293
152
144
0
470,870
Male
37
1
46
0
1-2 Year
Yes
28,477
124
155
1
488,222
Female
23
1
46
1
< 1 Year
No
29,928
152
56
0
174,101
Female
41
1
28
0
1-2 Year
No
53,001
124
296
0
337,981
Male
23
1
14
1
< 1 Year
No
37,038
152
250
0
52,298
Male
31
1
46
0
< 1 Year
Yes
33,940
152
81
0
106,618
Female
65
1
41
0
1-2 Year
No
2,630
26
43
0
266,341
Female
22
1
28
1
< 1 Year
No
49,978
152
45
0
487,289
Female
59
1
11
1
1-2 Year
No
37,078
26
286
0
330,082
Male
45
1
28
0
1-2 Year
Yes
45,509
124
259
0
356,090
Male
61
1
28
1
1-2 Year
No
38,308
124
18
0
222,476
Male
50
1
41
1
1-2 Year
No
46,162
26
216
0
380,274
Male
27
1
18
1
< 1 Year
No
27,823
152
275
0
393,497
Male
37
1
10
1
1-2 Year
No
32,106
152
51
0
274,211
Female
42
1
28
1
1-2 Year
No
2,630
26
170
0
433,547
Male
20
1
3
1
< 1 Year
No
20,083
160
265
0
134,888
Female
24
1
10
0
< 1 Year
Yes
27,433
152
11
1