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
460,724
Female
26
1
6
1
< 1 Year
No
26,659
152
145
0
132,932
Female
22
1
30
1
1-2 Year
Yes
24,066
154
246
0
211,143
Female
66
1
28
0
> 2 Years
Yes
38,027
26
220
1
290,382
Male
26
1
6
1
< 1 Year
No
31,805
152
76
0
130,856
Male
46
1
1
0
1-2 Year
Yes
2,630
124
126
0
380,196
Male
55
1
0
0
1-2 Year
Yes
2,630
13
156
0
132,802
Female
67
1
28
0
1-2 Year
Yes
53,950
26
72
0
395,072
Male
30
1
45
0
< 1 Year
Yes
37,387
26
128
1
426,606
Female
28
1
30
1
< 1 Year
No
23,870
152
76
0
191,336
Male
64
1
39
0
1-2 Year
No
63,825
26
166
0
454,073
Male
40
1
11
0
1-2 Year
Yes
24,599
26
111
1
147,903
Female
63
1
28
0
1-2 Year
Yes
31,251
26
134
0
198,712
Female
27
1
3
1
< 1 Year
No
22,378
152
34
0
478,283
Male
62
1
28
1
1-2 Year
No
59,702
26
51
0
329,863
Female
58
1
15
1
1-2 Year
No
40,631
153
159
0
101,599
Female
79
1
28
0
1-2 Year
Yes
33,281
26
263
0
145,895
Male
32
1
34
0
< 1 Year
No
32,116
152
288
0
189,825
Male
25
1
11
1
< 1 Year
No
25,955
152
78
0
419,428
Female
58
1
33
1
1-2 Year
No
27,619
152
154
0
124,948
Male
43
1
28
0
1-2 Year
Yes
31,178
20
297
1
409,811
Male
48
1
8
1
1-2 Year
No
26,264
26
12
0
482,223
Male
79
1
28
1
1-2 Year
No
59,483
124
255
0
229,921
Male
28
1
36
1
< 1 Year
No
34,405
152
296
0
367,994
Male
36
1
18
1
1-2 Year
No
23,199
152
164
0
280,965
Male
46
1
15
0
1-2 Year
Yes
40,134
26
16
0
325,687
Female
62
1
10
1
1-2 Year
No
2,630
124
79
0
268,957
Male
46
1
28
0
1-2 Year
Yes
46,389
124
263
0
8,394
Male
41
1
28
0
1-2 Year
Yes
46,500
44
197
0
319,171
Male
44
1
6
0
1-2 Year
Yes
37,624
124
37
0
295,204
Male
50
1
30
1
1-2 Year
No
2,630
124
188
0
343,718
Female
23
1
41
0
< 1 Year
Yes
34,289
124
109
0
179,092
Female
23
1
36
0
< 1 Year
Yes
54,964
151
51
0
88,660
Female
42
1
28
0
1-2 Year
Yes
36,038
26
212
1
65,798
Male
22
1
47
1
< 1 Year
No
52,868
152
179
0
388,315
Female
26
1
41
0
< 1 Year
Yes
2,630
156
80
1
398,089
Male
38
1
28
0
1-2 Year
Yes
36,900
124
224
1
356,787
Male
22
1
4
1
< 1 Year
No
25,563
152
78
0
337,373
Male
38
1
28
0
1-2 Year
Yes
27,585
4
230
0
151,223
Female
25
1
30
1
< 1 Year
No
27,864
152
211
0
252,455
Female
23
1
47
1
< 1 Year
No
38,883
152
45
0
9,971
Male
20
1
26
0
< 1 Year
Yes
26,292
160
269
0
144,938
Female
36
1
28
1
1-2 Year
No
28,643
124
154
0
280,203
Male
59
1
3
1
1-2 Year
No
34,691
26
15
0
263,985
Female
45
1
15
0
1-2 Year
Yes
39,550
14
35
0
43,430
Male
23
1
24
1
< 1 Year
No
37,840
152
247
0
112,944
Male
31
1
6
0
< 1 Year
Yes
27,425
153
120
0
19,797
Male
73
1
48
0
1-2 Year
No
2,630
26
222
0
159,971
Male
41
1
6
1
1-2 Year
No
42,344
26
116
0
71,598
Female
23
1
15
1
< 1 Year
No
2,630
152
58
0
256,134
Female
66
1
28
0
1-2 Year
Yes
33,340
26
209
0
297,947
Female
22
1
46
0
< 1 Year
Yes
34,468
152
111
0
86,298
Female
24
1
8
0
< 1 Year
Yes
32,781
152
292
0
83,570
Female
39
1
29
1
1-2 Year
No
2,630
122
64
0
22,871
Female
41
1
8
1
1-2 Year
No
2,630
124
144
0
495,848
Female
22
1
6
1
< 1 Year
No
27,213
152
124
0
296,899
Male
51
1
21
0
1-2 Year
Yes
30,628
26
272
1
485,457
Male
49
1
46
1
1-2 Year
No
27,054
124
295
0
101,165
Female
22
1
17
1
< 1 Year
No
28,515
152
227
0
86,077
Male
23
1
8
1
< 1 Year
No
66,951
151
190
0
503,766
Male
52
1
41
0
1-2 Year
Yes
31,011
124
97
1
402,337
Male
40
1
28
0
1-2 Year
Yes
32,104
26
185
1
178,707
Female
25
1
30
1
< 1 Year
No
26,047
152
94
0
322,259
Male
41
1
28
0
1-2 Year
Yes
26,902
124
281
0
213,663
Male
61
1
46
0
1-2 Year
Yes
2,630
124
255
0
340,986
Female
49
1
28
0
1-2 Year
Yes
30,288
26
232
0
37,754
Male
29
1
28
0
< 1 Year
Yes
50,710
26
13
1
133,347
Male
59
1
28
0
1-2 Year
Yes
45,843
26
147
0
126,181
Female
32
1
7
0
< 1 Year
Yes
2,630
156
90
0
105,736
Female
48
1
28
1
1-2 Year
No
51,739
52
122
0
55,025
Female
43
1
28
1
1-2 Year
No
43,021
26
107
0
490,087
Male
45
1
28
0
1-2 Year
Yes
65,953
124
222
1
507,535
Male
49
1
28
0
1-2 Year
Yes
47,367
26
203
1
434,363
Female
23
1
36
1
< 1 Year
No
29,991
152
72
0
413,314
Male
52
1
28
1
1-2 Year
No
34,885
26
166
0
66,076
Female
37
1
39
0
1-2 Year
Yes
30,112
124
23
0
427,942
Male
28
1
47
1
< 1 Year
No
23,112
152
266
0
150,032
Male
54
1
50
1
1-2 Year
No
38,543
152
195
0
135,575
Female
23
1
29
1
< 1 Year
No
2,630
160
120
0
28,700
Male
28
1
28
1
< 1 Year
No
39,926
152
99
0
259,586
Female
48
1
12
0
> 2 Years
Yes
31,549
26
222
0
371,678
Male
22
1
25
1
< 1 Year
No
26,768
152
109
0
312,821
Female
52
1
28
0
1-2 Year
No
39,877
124
151
0
374,009
Male
70
1
12
1
1-2 Year
No
27,767
26
158
0
436,343
Male
45
1
28
1
1-2 Year
No
37,038
61
185
0
262,620
Male
43
1
45
1
1-2 Year
No
39,924
26
81
0
250,413
Male
56
1
0
0
1-2 Year
Yes
2,630
124
244
0
206,602
Male
21
1
6
1
< 1 Year
No
26,098
160
124
0
352,194
Female
62
1
6
1
1-2 Year
No
27,913
124
246
0
234,877
Female
23
1
27
1
< 1 Year
No
37,746
152
221
0
119,123
Male
39
1
28
0
1-2 Year
Yes
41,019
122
62
0
29,920
Female
21
1
8
1
< 1 Year
No
36,510
160
211
0
463
Male
23
1
35
1
< 1 Year
No
27,968
152
128
0
366,548
Male
51
1
41
0
1-2 Year
Yes
37,149
157
247
0
377,253
Female
25
1
3
0
< 1 Year
No
39,559
152
101
0
381,120
Male
40
1
7
1
1-2 Year
No
2,630
124
91
0
270,527
Female
20
1
46
1
< 1 Year
No
27,832
160
206
0
379,958
Female
41
1
39
0
1-2 Year
Yes
38,808
124
40
0
61,543
Female
46
1
18
1
1-2 Year
No
49,946
124
128
0
279,353
Female
21
1
28
0
< 1 Year
Yes
56,005
152
296
0
103,610
Male
52
1
28
0
1-2 Year
Yes
27,268
26
164
1