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
204,492
Female
75
1
8
0
1-2 Year
Yes
28,219
26
247
0
481,096
Male
51
1
28
1
1-2 Year
No
30,534
26
32
0
130,908
Male
58
1
46
1
1-2 Year
No
33,466
26
107
0
257,088
Male
52
1
28
0
1-2 Year
Yes
46,396
26
117
0
256,151
Male
36
1
8
0
1-2 Year
No
40,014
7
43
0
68,703
Male
70
1
8
0
1-2 Year
Yes
29,514
124
122
1
44,557
Male
23
1
3
1
< 1 Year
No
24,435
152
156
0
181,340
Male
36
1
10
0
1-2 Year
Yes
2,630
156
287
0
245,160
Male
60
1
30
1
1-2 Year
No
30,174
26
92
0
279,398
Female
66
1
28
0
1-2 Year
Yes
72,279
26
43
0
51,567
Female
31
1
8
1
< 1 Year
No
36,403
152
66
0
41,664
Female
22
1
35
1
< 1 Year
No
33,368
152
99
0
115,461
Male
52
1
47
1
1-2 Year
No
39,592
124
195
0
5,533
Female
25
1
13
1
< 1 Year
No
26,187
152
118
0
439,238
Female
47
1
28
0
1-2 Year
Yes
39,994
124
179
1
310,119
Female
22
1
28
0
< 1 Year
Yes
42,103
26
77
0
372,342
Male
48
1
6
1
1-2 Year
No
27,505
26
250
0
238,160
Male
22
1
15
0
< 1 Year
Yes
27,568
152
241
0
89,528
Female
49
1
46
1
1-2 Year
No
38,801
26
51
0
191,737
Male
38
1
46
0
> 2 Years
Yes
28,250
124
230
0
296,122
Male
45
1
28
1
1-2 Year
No
38,468
124
209
0
160,182
Female
44
1
28
0
1-2 Year
Yes
31,092
124
246
0
310,837
Male
42
1
47
1
1-2 Year
No
31,148
124
35
0
12,882
Female
34
1
28
1
1-2 Year
No
78,765
124
83
1
120,833
Male
28
1
41
1
< 1 Year
No
2,630
152
51
0
298,013
Male
77
1
47
1
1-2 Year
No
30,259
124
37
0
365,384
Female
24
1
15
1
< 1 Year
No
30,596
152
125
0
88,697
Male
53
1
21
1
1-2 Year
No
2,630
160
258
0
264,599
Male
23
1
36
0
< 1 Year
Yes
28,565
152
79
0
283,218
Male
43
1
28
0
1-2 Year
Yes
46,553
26
124
0
459,160
Female
24
1
16
1
< 1 Year
No
24,261
152
174
0
225,417
Male
38
1
21
0
1-2 Year
Yes
2,630
156
84
0
2,846
Male
22
1
29
1
< 1 Year
No
2,630
152
71
0
321,111
Male
29
1
11
1
< 1 Year
No
50,731
154
132
0
219,363
Female
23
1
50
1
< 1 Year
No
31,117
152
211
0
281,976
Female
25
1
6
1
< 1 Year
No
19,818
152
46
0
221,253
Female
25
1
36
1
< 1 Year
No
38,375
152
25
0
302,101
Male
26
1
2
1
< 1 Year
No
23,302
152
265
0
16,227
Male
56
1
28
1
1-2 Year
No
19,403
124
66
0
342,360
Male
51
1
38
0
1-2 Year
Yes
27,628
26
144
0
349,151
Male
50
1
50
0
1-2 Year
Yes
28,191
26
74
1
93,162
Male
67
1
41
0
1-2 Year
Yes
41,301
26
232
0
32,305
Female
45
1
28
0
1-2 Year
Yes
39,742
124
264
0
126,072
Female
23
1
14
1
< 1 Year
No
19,976
152
118
0
202,698
Male
23
1
15
0
< 1 Year
Yes
28,834
152
155
0
139,983
Female
30
1
15
1
< 1 Year
No
29,327
152
20
0
205,576
Male
26
1
8
0
< 1 Year
Yes
46,064
152
218
0
372,765
Male
24
1
8
0
< 1 Year
Yes
51,903
26
121
1
37,022
Male
51
1
28
0
1-2 Year
Yes
35,132
26
68
0
90,509
Female
45
1
2
1
1-2 Year
No
28,015
26
112
0
346,413
Male
75
1
18
0
1-2 Year
Yes
2,630
124
61
0
131,744
Female
23
1
49
1
< 1 Year
No
32,707
152
231
0
74,272
Female
74
1
29
0
1-2 Year
Yes
30,936
26
154
0
86,561
Female
40
1
8
0
1-2 Year
Yes
35,693
26
248
0
62,953
Female
24
1
8
1
< 1 Year
No
44,802
152
15
0
57,485
Female
40
1
26
0
1-2 Year
Yes
42,588
120
43
1
393,357
Female
22
1
21
1
< 1 Year
No
36,411
152
56
0
308,104
Male
48
1
28
0
1-2 Year
Yes
2,630
124
135
0
86,421
Male
28
1
28
0
< 1 Year
Yes
2,630
156
158
0
177,985
Male
53
1
28
1
1-2 Year
No
34,165
124
118
0
188,393
Female
40
1
9
0
1-2 Year
Yes
36,075
152
100
0
166,987
Female
25
1
6
1
< 1 Year
No
22,260
152
27
0
206,744
Male
74
1
49
1
1-2 Year
Yes
23,291
26
229
0
232,248
Female
41
1
8
0
1-2 Year
Yes
2,630
26
279
0
30,982
Male
43
1
11
0
1-2 Year
Yes
2,630
26
208
0
220,354
Male
65
1
32
1
1-2 Year
No
25,806
26
106
0
257,149
Female
24
1
11
1
< 1 Year
No
85,568
152
125
0
152,866
Female
27
1
8
1
< 1 Year
No
40,632
152
129
0
420,691
Female
25
1
24
1
< 1 Year
No
2,630
152
237
0
425,786
Male
40
1
36
0
1-2 Year
Yes
2,630
156
59
1
28,375
Male
52
1
41
0
1-2 Year
Yes
51,613
26
38
0
221,226
Male
46
1
24
0
1-2 Year
Yes
27,577
124
160
0
236,615
Female
27
1
30
1
< 1 Year
Yes
25,307
152
51
0
66,047
Male
45
1
46
1
1-2 Year
No
25,179
122
87
0
47,434
Male
22
1
8
1
< 1 Year
No
22,868
152
284
0
279,765
Male
75
1
28
0
> 2 Years
Yes
39,641
122
31
0
227,493
Male
23
1
30
1
< 1 Year
No
24,719
152
59
0
459,910
Female
30
1
28
1
< 1 Year
No
2,630
152
241
0
137,089
Male
70
1
28
1
1-2 Year
No
37,293
26
153
0
271,219
Female
30
1
47
1
< 1 Year
No
28,102
152
170
0
438,684
Female
46
1
8
1
1-2 Year
No
54,559
124
280
0
234,182
Female
75
1
28
0
1-2 Year
Yes
2,630
124
299
0
156,109
Male
61
1
28
0
1-2 Year
No
36,966
124
294
0
93,232
Male
26
1
15
0
< 1 Year
No
2,630
152
204
0
109,590
Female
22
1
2
1
< 1 Year
Yes
41,305
152
227
0
308,161
Male
68
1
28
1
1-2 Year
No
41,939
13
171
0
93,487
Female
64
1
8
0
1-2 Year
Yes
43,572
26
221
0
18,667
Female
21
1
46
0
< 1 Year
Yes
31,564
26
184
0
346,102
Male
33
1
7
1
1-2 Year
No
2,630
156
273
0
266,279
Male
47
1
29
1
1-2 Year
No
2,630
26
41
0
258,282
Male
47
1
28
0
1-2 Year
Yes
38,670
26
49
0
472,070
Female
42
1
46
0
1-2 Year
Yes
17,843
4
283
1
264,849
Male
24
1
29
1
< 1 Year
No
26,278
152
178
0
152,138
Male
59
1
8
1
1-2 Year
No
85,751
25
232
0
363,546
Male
24
1
37
1
< 1 Year
No
38,402
152
195
0
430,864
Male
44
1
28
1
1-2 Year
No
25,979
26
47
0
475,285
Male
55
1
28
1
1-2 Year
No
60,115
29
27
0
327,075
Female
22
1
10
1
< 1 Year
No
27,573
152
203
0
397,748
Male
46
1
41
0
1-2 Year
Yes
48,817
26
128
1
93,782
Female
21
1
36
1
< 1 Year
No
38,833
160
50
0