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
152,909
Female
29
1
46
0
< 1 Year
Yes
29,430
152
27
0
290,648
Male
43
1
4
0
1-2 Year
Yes
2,630
124
57
0
158,770
Male
77
1
34
0
1-2 Year
Yes
2,630
124
190
0
96,644
Female
24
1
8
1
< 1 Year
No
42,164
152
231
0
368,694
Male
61
1
28
0
1-2 Year
Yes
44,274
124
263
0
168,646
Male
57
1
28
0
1-2 Year
Yes
38,711
31
153
0
291,740
Male
29
1
47
0
< 1 Year
Yes
45,627
152
231
0
115,544
Female
30
1
28
0
< 1 Year
Yes
71,165
124
85
0
453,027
Female
22
1
30
1
< 1 Year
No
28,487
160
239
0
244,187
Male
53
1
28
0
> 2 Years
Yes
39,065
26
21
0
315,224
Male
56
1
33
1
1-2 Year
No
2,630
124
51
0
248,216
Male
46
1
28
0
1-2 Year
Yes
47,893
26
50
0
125,970
Male
43
1
50
1
1-2 Year
No
20,430
154
263
0
65,553
Female
23
1
41
1
< 1 Year
No
36,005
152
279
0
249,088
Male
63
1
46
1
1-2 Year
No
35,875
124
152
0
409,909
Female
28
1
21
1
< 1 Year
No
19,912
26
175
0
200,816
Female
21
1
46
1
< 1 Year
No
34,713
152
271
0
91,439
Male
54
1
37
0
1-2 Year
Yes
40,063
124
95
0
415,373
Male
25
1
32
1
< 1 Year
No
42,918
152
102
0
60,738
Female
24
1
45
0
< 1 Year
Yes
33,480
124
135
0
118,868
Male
27
1
44
1
< 1 Year
No
35,131
152
45
0
58,101
Male
49
1
14
0
1-2 Year
Yes
40,463
152
203
0
66,091
Male
48
1
24
1
1-2 Year
No
18,518
30
174
0
240,126
Male
23
1
26
0
< 1 Year
Yes
28,001
152
236
0
257,922
Female
44
1
2
0
1-2 Year
Yes
33,704
124
124
0
314,635
Male
70
1
28
0
1-2 Year
Yes
32,019
124
78
1
114,113
Female
24
1
6
1
< 1 Year
No
18,657
152
100
0
151,542
Male
56
1
28
0
1-2 Year
Yes
38,035
13
208
1
164,688
Female
28
1
28
1
< 1 Year
No
36,139
152
221
0
328,878
Male
58
1
46
1
1-2 Year
No
20,272
26
85
0
224,515
Male
45
1
41
0
1-2 Year
Yes
36,617
124
271
0
64,283
Male
21
1
10
0
< 1 Year
Yes
22,746
160
295
0
177,794
Female
26
1
41
1
< 1 Year
No
23,133
152
69
0
234,472
Male
25
1
6
0
< 1 Year
Yes
25,867
152
193
0
51,220
Male
58
1
28
1
1-2 Year
No
45,193
124
60
0
82,210
Female
23
1
41
1
< 1 Year
No
38,263
152
65
0
128,796
Female
22
1
36
0
< 1 Year
Yes
32,889
160
62
0
151,324
Female
26
1
11
1
< 1 Year
No
29,508
152
68
0
285,277
Male
53
1
3
0
1-2 Year
Yes
25,147
124
155
0
189,420
Female
50
1
28
1
1-2 Year
No
39,576
124
224
0
278,099
Female
24
1
9
1
< 1 Year
No
35,703
152
202
0
450,320
Female
47
1
8
0
1-2 Year
Yes
49,071
25
242
1
18,708
Female
22
1
41
1
< 1 Year
No
20,343
152
47
0
487,124
Male
44
1
28
1
1-2 Year
No
49,032
124
147
0
111,420
Male
46
1
28
0
1-2 Year
No
43,983
124
24
0
27,610
Male
38
1
41
0
1-2 Year
Yes
2,630
124
182
0
77,136
Male
46
1
28
0
1-2 Year
Yes
38,599
26
34
1
422,434
Female
47
1
29
1
1-2 Year
No
2,630
26
70
0
1,936
Female
22
1
10
1
< 1 Year
No
23,257
152
244
0
192,211
Female
41
1
41
0
1-2 Year
Yes
26,804
124
147
0
264,933
Male
63
1
31
0
1-2 Year
Yes
2,630
9
220
0
135,801
Male
38
1
8
0
1-2 Year
Yes
49,092
124
211
0
240,369
Female
51
1
28
0
1-2 Year
Yes
39,689
26
266
0
471,166
Male
25
1
25
1
< 1 Year
No
33,023
152
100
0
135,394
Female
72
1
28
0
1-2 Year
No
57,177
26
38
0
135,620
Male
60
1
28
0
1-2 Year
Yes
61,715
26
284
0
453,797
Male
45
1
28
0
1-2 Year
Yes
47,053
26
195
1
85,094
Male
37
1
47
0
1-2 Year
Yes
2,630
157
38
0
28,407
Male
55
1
3
0
> 2 Years
Yes
35,719
124
30
0
380,911
Male
23
1
41
1
< 1 Year
No
41,931
152
228
0
272,237
Male
54
1
28
0
1-2 Year
Yes
44,103
124
180
0
26,163
Female
41
1
13
0
1-2 Year
Yes
41,675
26
296
0
132,444
Male
62
1
46
0
1-2 Year
Yes
30,380
26
182
0
293,379
Female
27
1
41
1
< 1 Year
No
22,501
152
294
0
396,478
Male
30
1
15
1
< 1 Year
No
50,470
152
156
0
316,893
Male
72
1
28
0
1-2 Year
Yes
36,699
122
171
1
164,593
Male
35
1
8
0
1-2 Year
Yes
47,392
124
122
1
78,007
Female
38
1
44
0
1-2 Year
Yes
27,078
8
218
1
194,032
Male
70
1
41
1
1-2 Year
No
23,086
124
187
0
309,405
Male
48
1
28
1
1-2 Year
No
37,838
26
275
0
191,299
Female
22
1
47
1
< 1 Year
Yes
38,905
152
140
0
14,122
Male
36
1
28
0
1-2 Year
Yes
2,630
26
152
0
23,472
Male
44
1
8
0
1-2 Year
Yes
71,141
124
231
0
128,959
Female
47
1
28
0
1-2 Year
Yes
44,820
122
170
1
252,836
Female
36
1
12
0
1-2 Year
Yes
32,670
124
193
0
112,771
Female
31
1
10
1
< 1 Year
No
37,228
152
161
0
306,425
Female
49
1
30
0
1-2 Year
Yes
29,130
124
228
0
135,724
Female
52
1
28
1
1-2 Year
No
48,520
124
123
0
175,592
Male
57
1
28
0
> 2 Years
Yes
54,326
124
158
1
255,427
Female
27
1
4
1
< 1 Year
No
19,232
152
43
0
98,250
Female
21
1
8
1
< 1 Year
No
36,235
152
171
0
315,589
Female
20
1
36
1
< 1 Year
No
33,187
160
84
0
280,778
Female
54
1
28
1
1-2 Year
No
50,356
55
296
0
21,005
Female
53
1
28
0
1-2 Year
Yes
46,138
122
189
1
417,828
Female
34
1
30
1
< 1 Year
No
30,658
152
118
0
393,394
Female
61
1
29
0
> 2 Years
Yes
32,547
26
194
1
128,121
Female
28
1
16
0
< 1 Year
Yes
26,336
152
290
0
118,695
Male
61
1
35
1
1-2 Year
No
28,611
124
147
0
335,533
Female
25
1
29
1
< 1 Year
No
40,266
152
109
0
240,441
Female
20
1
15
0
< 1 Year
Yes
28,311
160
101
0
19,690
Male
79
1
28
0
> 2 Years
Yes
2,630
124
39
0
265,004
Female
28
1
6
1
< 1 Year
No
21,115
152
56
0
78,990
Female
37
1
15
0
1-2 Year
Yes
27,736
26
133
0
276,427
Male
46
1
47
0
1-2 Year
Yes
2,630
156
100
0
385,140
Female
36
1
28
0
1-2 Year
Yes
37,468
124
163
1
112,324
Male
80
1
28
1
1-2 Year
Yes
27,133
26
178
0
126,253
Male
54
1
8
0
> 2 Years
Yes
48,999
26
159
1
358,237
Male
20
1
30
0
< 1 Year
Yes
42,654
160
74
0
58,422
Female
22
1
29
1
< 1 Year
No
31,170
152
109
0
398,822
Male
42
1
28
0
1-2 Year
Yes
27,889
26
267
1