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
162,038
Male
44
1
35
0
1-2 Year
Yes
21,582
124
135
0
67,153
Male
56
1
18
0
> 2 Years
Yes
35,686
26
208
1
265,173
Female
45
1
28
1
1-2 Year
No
38,835
124
266
0
136,171
Female
33
1
15
0
1-2 Year
Yes
2,630
157
292
0
36,625
Male
34
1
12
0
1-2 Year
Yes
2,630
157
284
1
369,707
Male
46
1
45
0
1-2 Year
No
34,958
124
87
0
247,383
Male
61
1
29
0
1-2 Year
Yes
38,200
26
192
0
85,224
Male
36
1
13
0
1-2 Year
Yes
28,507
26
24
1
431,009
Male
36
1
15
0
1-2 Year
Yes
2,630
124
118
1
22,179
Female
22
1
11
1
< 1 Year
No
29,123
152
72
0
57,954
Male
54
1
28
0
1-2 Year
Yes
42,549
124
83
0
463,701
Male
54
1
15
0
1-2 Year
Yes
29,881
26
243
1
104,692
Male
24
1
8
1
< 1 Year
No
51,320
152
111
0
213,743
Male
69
1
36
0
> 2 Years
Yes
2,630
157
129
0
410,239
Female
23
1
10
1
< 1 Year
No
34,310
152
245
0
49,941
Male
24
1
33
1
< 1 Year
No
32,334
152
190
0
434,131
Female
42
1
28
0
1-2 Year
Yes
42,802
26
204
1
303,855
Male
21
1
39
0
< 1 Year
Yes
27,398
160
138
1
157,434
Male
25
1
28
1
1-2 Year
Yes
2,630
156
233
0
351,593
Female
24
1
50
0
< 1 Year
Yes
33,230
152
50
0
37,303
Male
38
1
50
1
1-2 Year
No
33,190
152
163
0
149,505
Female
63
1
8
0
1-2 Year
Yes
33,430
124
173
1
121,027
Male
53
1
28
0
1-2 Year
Yes
44,637
156
43
0
115,268
Male
50
1
28
0
1-2 Year
Yes
37,944
26
37
0
422,636
Male
35
1
28
0
1-2 Year
Yes
27,501
154
172
1
126,023
Male
24
1
8
1
< 1 Year
No
35,834
152
215
0
377,787
Male
32
1
48
0
1-2 Year
Yes
2,630
154
289
0
170,514
Male
50
1
22
0
< 1 Year
No
2,630
1
154
0
210,177
Male
27
1
41
0
< 1 Year
Yes
28,789
152
113
1
177,707
Female
51
1
24
0
1-2 Year
Yes
28,215
124
135
0
473,295
Male
44
1
50
1
1-2 Year
No
26,973
8
297
0
118,340
Male
66
1
46
0
1-2 Year
Yes
31,308
124
114
0
64,324
Male
41
1
28
0
1-2 Year
Yes
42,771
13
290
0
351,205
Female
36
1
48
0
1-2 Year
Yes
2,630
122
122
0
501,564
Male
54
1
28
0
> 2 Years
Yes
45,721
26
70
1
422,551
Male
32
1
14
0
1-2 Year
Yes
2,630
156
174
1
147,027
Female
31
1
25
1
< 1 Year
No
33,716
152
92
0
270,690
Female
42
1
8
0
1-2 Year
Yes
47,722
154
43
0
169,783
Male
21
1
50
0
< 1 Year
Yes
37,033
160
10
0
320,719
Female
24
1
41
1
< 1 Year
No
36,597
152
85
0
441,604
Male
25
1
50
1
< 1 Year
No
34,572
152
294
0
406,398
Female
23
1
15
1
< 1 Year
No
31,766
152
207
0
257,261
Male
40
1
28
0
1-2 Year
Yes
24,944
26
168
0
235,282
Male
47
1
3
1
1-2 Year
No
24,483
26
127
0
356,582
Male
36
1
6
0
1-2 Year
Yes
30,999
124
224
0
237,881
Male
43
1
18
1
1-2 Year
No
29,815
124
68
0
193,716
Female
20
1
47
1
< 1 Year
No
33,209
160
256
0
308,371
Male
26
1
28
1
1-2 Year
No
32,311
26
261
0
188,868
Male
22
1
2
1
< 1 Year
No
27,456
152
179
0
48,675
Female
44
1
22
0
1-2 Year
Yes
2,630
8
37
1
435,060
Male
56
1
38
0
1-2 Year
Yes
35,264
26
28
1
193,055
Male
26
1
32
1
< 1 Year
No
38,939
152
79
0
206,435
Male
56
1
28
0
> 2 Years
Yes
48,138
26
24
1
472,321
Male
49
1
29
1
1-2 Year
No
33,330
26
50
0
365,793
Male
35
1
33
1
1-2 Year
No
27,393
152
248
0
377,219
Male
40
1
41
1
1-2 Year
No
2,630
26
116
0
13,850
Female
33
1
46
1
< 1 Year
No
39,988
152
165
0
264,741
Male
33
1
28
0
1-2 Year
Yes
32,932
26
63
0
187,367
Male
43
1
20
1
1-2 Year
No
2,630
26
217
0
393,571
Male
73
1
28
1
1-2 Year
No
68,972
26
188
0
19,545
Female
69
1
28
1
1-2 Year
No
38,875
26
226
0
255,177
Female
55
1
28
0
1-2 Year
Yes
42,057
124
15
0
348,098
Female
27
1
28
1
< 1 Year
No
53,387
152
225
0
45,743
Female
47
1
9
1
1-2 Year
No
35,773
152
176
0
331,042
Male
28
1
46
1
< 1 Year
No
26,062
152
234
0
313,779
Male
51
1
33
0
1-2 Year
Yes
30,830
124
228
1
146,984
Male
30
1
36
0
< 1 Year
Yes
32,940
124
227
1
315,239
Female
22
1
30
0
< 1 Year
Yes
22,595
152
27
0
435,814
Female
40
1
28
0
1-2 Year
Yes
37,941
124
202
1
296,547
Female
25
1
35
0
< 1 Year
Yes
27,560
152
172
0
975
Male
57
1
46
0
1-2 Year
Yes
2,630
11
269
0
7,208
Male
29
1
36
0
< 1 Year
No
35,615
152
165
0
188,808
Female
24
1
28
0
< 1 Year
Yes
62,697
124
10
1
49,375
Male
43
1
41
0
1-2 Year
Yes
28,194
157
209
1
94,009
Female
21
1
15
1
< 1 Year
No
25,873
152
136
0
228,283
Male
25
1
8
1
< 1 Year
No
59,860
152
181
0
232,443
Male
25
1
50
1
< 1 Year
No
26,985
152
53
0
490,532
Female
23
1
50
1
< 1 Year
No
39,058
152
135
0
495,012
Female
47
1
28
0
1-2 Year
Yes
58,052
26
80
1
185,787
Male
41
1
50
0
> 2 Years
Yes
30,275
154
13
0
206,379
Male
34
1
29
0
1-2 Year
Yes
44,229
124
81
1
221,103
Male
30
1
30
1
< 1 Year
No
27,187
152
26
0
385,974
Male
21
1
2
1
< 1 Year
No
2,630
160
117
0
364,930
Male
21
1
39
1
< 1 Year
No
32,451
152
178
0
172,118
Male
44
1
28
0
1-2 Year
Yes
40,819
26
80
1
63,948
Female
31
1
46
1
< 1 Year
No
32,090
152
194
0
139,343
Female
27
1
15
0
< 1 Year
No
30,375
152
122
0
499,437
Female
51
1
46
1
1-2 Year
No
40,424
11
272
0
75,253
Male
47
1
45
0
1-2 Year
Yes
32,186
26
245
0
115,572
Female
21
1
46
1
< 1 Year
No
29,343
160
208
0
366,774
Female
23
1
8
1
< 1 Year
No
33,056
151
213
0
291,034
Male
44
1
28
0
1-2 Year
Yes
30,353
124
66
0
237,247
Male
24
1
19
1
< 1 Year
No
2,630
152
117
0
98,073
Male
35
1
28
0
1-2 Year
Yes
33,272
26
255
0
185,845
Male
25
1
37
0
< 1 Year
Yes
35,116
152
240
0
459,447
Male
42
1
21
0
1-2 Year
Yes
31,891
124
213
1
148,380
Female
50
1
7
0
1-2 Year
Yes
25,103
163
245
1
196,590
Female
25
1
37
1
< 1 Year
No
32,187
152
105
0
1,762
Female
58
0
28
0
1-2 Year
Yes
53,047
122
214
0
38,066
Male
27
1
18
0
< 1 Year
Yes
2,630
152
23
0