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
174,478
Female
23
1
36
0
< 1 Year
Yes
37,430
152
236
0
13,559
Male
30
1
18
1
< 1 Year
No
28,106
152
205
0
161,508
Female
24
1
50
1
< 1 Year
No
38,735
152
18
0
65,550
Female
52
1
28
0
> 2 Years
Yes
58,823
26
246
1
440,150
Female
33
1
25
0
< 1 Year
Yes
24,736
124
33
1
197,359
Male
24
1
15
1
< 1 Year
No
26,300
152
157
0
185,521
Male
22
1
15
0
< 1 Year
No
35,745
152
249
0
286,791
Male
43
1
28
1
1-2 Year
No
2,630
26
23
0
22,420
Female
71
1
41
0
1-2 Year
Yes
50,135
26
59
0
224,978
Male
23
1
28
1
1-2 Year
No
29,282
124
174
0
230,194
Female
26
1
31
1
< 1 Year
No
2,630
152
236
0
23,115
Male
31
1
21
1
< 1 Year
No
35,850
152
215
0
16,566
Female
31
1
28
0
1-2 Year
Yes
33,427
156
38
1
216,646
Male
37
1
33
1
1-2 Year
No
27,803
124
274
0
106,528
Female
32
1
3
0
1-2 Year
Yes
37,656
163
292
1
131,972
Male
71
1
47
1
1-2 Year
No
40,164
26
68
0
126,667
Female
25
1
29
1
< 1 Year
No
55,855
152
187
0
401,146
Male
46
1
35
0
> 2 Years
Yes
30,025
26
117
1
166,118
Male
42
1
43
0
1-2 Year
No
36,409
124
273
0
296,187
Female
21
1
30
0
< 1 Year
Yes
36,618
160
253
0
488,673
Female
32
1
50
1
< 1 Year
No
2,630
152
188
0
486,112
Female
52
1
28
0
1-2 Year
Yes
50,591
26
224
1
357,975
Female
28
1
6
1
< 1 Year
No
24,628
152
73
0
429,852
Male
48
1
50
1
1-2 Year
No
25,682
124
232
0
203,203
Male
56
1
28
0
1-2 Year
No
37,644
13
195
0
187,113
Male
20
1
8
1
< 1 Year
No
30,060
160
273
0
231,635
Male
23
1
6
1
< 1 Year
No
30,613
152
205
0
188,561
Male
23
1
8
1
< 1 Year
No
28,891
160
135
0
402,036
Male
45
1
28
0
1-2 Year
Yes
44,613
124
115
1
16,093
Male
57
1
28
0
> 2 Years
Yes
33,689
26
213
0
100,417
Female
63
1
31
0
1-2 Year
Yes
2,630
124
79
0
330,712
Female
44
1
28
0
1-2 Year
Yes
49,788
26
41
1
43,913
Female
33
1
8
1
1-2 Year
No
2,630
156
168
0
365,423
Male
47
1
28
0
1-2 Year
Yes
67,866
124
250
0
335,410
Female
70
1
28
1
1-2 Year
Yes
29,247
156
129
0
29,004
Male
46
1
28
1
1-2 Year
No
2,630
13
286
0
462,617
Female
32
1
8
0
< 1 Year
Yes
42,497
155
293
1
112,729
Female
33
1
46
0
1-2 Year
Yes
28,994
154
137
1
37,721
Female
28
1
37
1
< 1 Year
No
36,871
152
130
0
248,994
Male
46
1
28
0
1-2 Year
Yes
66,789
26
296
0
249,772
Female
23
1
13
0
< 1 Year
Yes
33,570
152
79
0
470,070
Male
40
1
28
1
1-2 Year
No
45,179
26
181
0
369,087
Male
36
1
5
0
1-2 Year
Yes
37,062
124
179
0
159,176
Male
35
1
8
1
1-2 Year
No
31,037
152
291
0
67,577
Male
48
1
4
1
1-2 Year
No
2,630
124
95
0
290,406
Male
55
1
14
0
1-2 Year
Yes
2,630
26
230
0
130,439
Male
35
1
45
1
1-2 Year
No
37,246
152
123
0
188,041
Male
43
1
28
1
1-2 Year
Yes
2,630
157
274
0
488,900
Male
24
1
15
1
< 1 Year
No
33,375
152
69
0
479,492
Male
27
1
28
1
< 1 Year
No
28,910
152
136
0
35,659
Male
58
1
28
0
> 2 Years
Yes
47,426
124
227
0
130,421
Male
67
1
52
0
1-2 Year
No
2,630
8
166
0
387,929
Male
34
1
28
0
1-2 Year
Yes
37,986
155
189
1
290,370
Male
43
1
47
0
1-2 Year
Yes
48,955
26
269
0
319,565
Male
22
1
50
1
< 1 Year
No
32,541
152
200
0
381,335
Male
25
1
32
1
< 1 Year
No
25,271
152
36
0
142,727
Male
22
1
36
1
< 1 Year
Yes
2,630
152
32
0
420,189
Male
26
1
37
1
< 1 Year
No
24,643
152
218
0
289,292
Male
38
1
28
0
1-2 Year
No
45,619
124
27
0
38,038
Female
35
1
29
0
1-2 Year
Yes
2,630
26
228
1
139,167
Female
25
1
16
0
< 1 Year
Yes
34,554
152
82
0
131,843
Male
56
1
40
0
1-2 Year
No
36,376
124
165
0
69,003
Female
28
1
30
1
< 1 Year
No
38,889
152
170
0
456,579
Female
37
1
15
1
1-2 Year
No
43,263
124
214
0
110,493
Male
50
1
15
0
1-2 Year
Yes
32,150
124
25
0
222,972
Female
25
1
48
0
1-2 Year
Yes
2,630
154
28
0
116,183
Female
26
1
46
0
1-2 Year
No
30,132
26
187
0
398,937
Female
22
1
8
1
< 1 Year
No
35,988
152
228
0
12,834
Male
27
1
46
1
< 1 Year
No
26,179
152
176
0
100,005
Male
42
1
33
0
1-2 Year
Yes
31,226
26
275
1
277,541
Female
22
1
34
0
< 1 Year
Yes
31,349
152
46
1
125,316
Female
46
1
28
1
1-2 Year
No
40,693
26
138
0
253,319
Male
24
1
10
1
< 1 Year
No
37,183
152
249
0
58,372
Male
39
1
28
0
1-2 Year
Yes
26,418
124
138
0
472,242
Female
66
1
43
1
1-2 Year
No
2,630
124
145
0
502,031
Female
23
1
13
1
< 1 Year
No
22,857
151
96
0
85,484
Male
38
1
28
0
1-2 Year
Yes
46,888
124
167
0
115,181
Female
20
1
10
1
< 1 Year
No
20,559
160
237
0
252,564
Male
22
1
8
1
< 1 Year
No
39,393
152
154
0
438,730
Male
48
1
48
1
1-2 Year
No
2,630
124
99
0
317,747
Male
23
1
30
1
< 1 Year
No
26,786
152
296
0
72,671
Male
65
0
28
0
1-2 Year
Yes
37,918
26
72
0
187,435
Female
34
1
35
0
1-2 Year
Yes
30,121
152
154
0
265,888
Female
54
1
50
0
1-2 Year
Yes
48,800
152
202
0
425,243
Female
24
1
18
1
< 1 Year
No
31,397
152
20
0
312,931
Male
72
1
28
0
> 2 Years
Yes
27,224
26
131
0
103,541
Female
24
1
8
1
< 1 Year
Yes
25,230
152
167
0
72,561
Male
29
1
41
0
< 1 Year
Yes
32,648
152
191
0
197,935
Female
37
1
28
0
< 1 Year
No
2,630
1
192
0
273,934
Male
46
1
28
0
1-2 Year
Yes
37,017
26
203
0
368,956
Female
20
1
30
0
< 1 Year
Yes
32,523
160
165
0
15,392
Male
25
1
30
1
< 1 Year
No
23,495
152
198
0
35,871
Male
29
1
12
1
< 1 Year
No
28,884
152
174
0
147,282
Male
23
1
47
1
< 1 Year
No
52,694
152
298
0
154,038
Male
39
1
33
1
1-2 Year
No
33,597
127
211
0
317,734
Female
22
1
30
1
< 1 Year
No
35,635
160
219
0
429,831
Female
25
1
46
1
< 1 Year
No
26,838
152
257
0
72,724
Female
43
1
48
0
1-2 Year
No
2,630
15
22
0
169,534
Male
24
1
33
1
< 1 Year
No
23,324
152
287
0
132,025
Female
31
1
45
0
1-2 Year
Yes
2,630
156
169
0