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
360,508
Female
20
1
33
1
< 1 Year
No
2,630
160
185
0
104,383
Female
28
1
15
1
< 1 Year
No
24,175
152
177
0
228,340
Male
22
1
30
1
< 1 Year
No
21,955
152
92
0
174,935
Male
29
1
3
0
1-2 Year
Yes
2,630
124
186
0
35,544
Female
24
1
37
1
< 1 Year
No
39,085
152
24
0
173,540
Female
38
1
46
1
1-2 Year
No
27,602
26
117
0
271,726
Male
31
1
50
1
< 1 Year
No
30,647
152
43
0
362,031
Male
36
1
28
0
1-2 Year
Yes
50,204
26
80
0
315,559
Female
31
1
23
0
1-2 Year
Yes
2,630
156
132
0
214,981
Female
61
1
28
0
1-2 Year
Yes
39,730
13
270
1
206,737
Female
27
1
46
1
< 1 Year
No
2,630
152
125
0
490,476
Male
22
1
8
1
< 1 Year
No
47,724
152
169
0
163,396
Male
68
1
26
0
> 2 Years
Yes
25,798
120
230
0
176,035
Male
21
1
35
0
1-2 Year
Yes
38,308
154
134
0
312,764
Female
42
1
15
0
1-2 Year
No
2,630
26
95
0
341,829
Female
24
1
41
1
< 1 Year
No
33,913
152
238
0
174,813
Male
23
1
28
0
1-2 Year
Yes
2,630
156
223
0
380,585
Male
28
1
47
0
< 1 Year
Yes
2,630
156
231
1
481,614
Male
41
1
15
1
1-2 Year
No
2,630
26
124
0
331,689
Male
67
1
25
0
1-2 Year
Yes
38,314
26
187
1
443,653
Male
35
1
28
0
1-2 Year
Yes
40,438
26
117
1
81,760
Female
43
1
46
0
1-2 Year
Yes
29,305
11
202
0
213,778
Female
26
1
18
1
< 1 Year
No
24,456
152
41
0
119,602
Female
26
1
35
1
< 1 Year
No
2,630
152
143
0
131,567
Female
52
1
28
0
1-2 Year
Yes
26,213
26
136
0
359,699
Male
48
1
48
1
1-2 Year
No
2,630
124
46
0
46,421
Female
24
1
28
1
< 1 Year
No
41,371
152
233
0
246,724
Male
39
1
28
1
1-2 Year
No
28,404
124
114
0
103,368
Male
21
1
32
0
< 1 Year
Yes
23,412
160
143
0
340,544
Female
59
1
41
1
1-2 Year
No
48,575
26
234
0
92,553
Male
48
1
28
1
1-2 Year
No
42,234
124
205
0
207,741
Male
27
1
28
1
< 1 Year
No
33,490
152
75
0
496,692
Female
27
1
41
1
< 1 Year
No
48,935
152
211
0
13,138
Male
24
1
6
0
< 1 Year
Yes
31,722
152
83
0
140,510
Female
47
1
28
0
1-2 Year
Yes
38,767
26
224
1
64,891
Male
50
1
8
0
1-2 Year
Yes
35,039
31
175
1
173,550
Female
26
1
46
1
< 1 Year
No
34,680
152
77
0
135,597
Female
48
1
48
0
1-2 Year
No
2,630
157
167
0
317,853
Male
45
1
21
0
1-2 Year
Yes
2,630
157
250
0
96,216
Female
22
1
10
1
< 1 Year
No
36,782
152
187
0
56,998
Female
53
1
26
0
1-2 Year
Yes
29,736
154
154
0
11,574
Male
68
1
25
1
1-2 Year
Yes
21,337
30
206
0
294,659
Male
45
1
45
0
1-2 Year
No
2,630
26
179
0
432,717
Female
42
1
47
0
1-2 Year
Yes
32,435
26
252
1
30,396
Male
41
1
41
0
< 1 Year
No
2,630
1
90
0
190,909
Male
34
1
3
1
1-2 Year
No
30,479
26
58
0
201,346
Male
35
1
30
1
1-2 Year
No
2,630
157
112
0
127,305
Female
25
1
41
1
< 1 Year
No
35,831
152
68
0
504,273
Female
40
1
8
0
1-2 Year
Yes
47,510
124
191
1
211,554
Female
30
1
46
1
< 1 Year
No
21,932
152
33
0
221,905
Male
43
1
8
0
1-2 Year
Yes
32,768
124
266
1
303,434
Male
74
1
2
0
1-2 Year
No
29,181
26
118
0
344,857
Male
21
1
35
1
< 1 Year
Yes
26,787
152
174
0
96,343
Male
48
1
4
0
1-2 Year
Yes
23,089
124
269
0
269,454
Male
23
1
28
0
< 1 Year
Yes
40,129
152
46
0
62,174
Male
23
1
16
0
< 1 Year
Yes
27,879
152
42
0
454,497
Male
22
1
22
1
< 1 Year
No
35,287
152
145
0
64,722
Male
26
1
6
1
< 1 Year
No
25,141
152
293
0
84,750
Male
20
1
10
0
< 1 Year
Yes
20,718
160
124
0
337,402
Male
28
1
11
1
< 1 Year
No
33,203
152
140
0
489,395
Male
24
1
29
1
< 1 Year
No
39,226
152
149
0
222,936
Male
39
1
30
1
1-2 Year
No
2,630
152
242
0
475,318
Male
60
1
28
1
1-2 Year
No
62,705
26
149
0
291,857
Female
23
1
14
1
< 1 Year
Yes
26,077
152
147
0
166,628
Male
26
1
28
1
< 1 Year
No
38,281
152
233
0
78,375
Female
33
1
17
1
1-2 Year
No
23,518
124
77
0
213,606
Male
30
1
39
0
1-2 Year
Yes
2,630
124
37
0
337,329
Female
21
1
35
0
< 1 Year
Yes
34,632
160
80
0
303,406
Male
28
1
8
1
< 1 Year
No
56,260
152
245
0
108,541
Male
29
1
41
1
< 1 Year
No
2,630
160
26
0
11,875
Male
26
1
46
0
1-2 Year
Yes
2,630
157
41
0
24,386
Male
50
1
35
0
1-2 Year
Yes
2,630
26
217
1
96,910
Male
23
1
40
1
< 1 Year
No
43,053
152
195
0
286,128
Female
24
1
21
1
< 1 Year
No
31,624
152
62
0
24,213
Male
38
1
28
0
1-2 Year
Yes
2,630
124
198
0
269,743
Female
32
1
28
1
< 1 Year
No
29,470
152
153
0
245,989
Male
79
1
41
1
1-2 Year
No
19,778
122
141
0
82,266
Male
43
1
28
0
1-2 Year
No
39,023
26
127
0
280,956
Male
37
1
30
0
1-2 Year
Yes
29,458
124
163
1
469,845
Male
21
1
46
1
< 1 Year
No
31,192
160
229
0
36,574
Male
46
1
50
1
1-2 Year
Yes
41,285
8
69
0
323,435
Male
20
1
41
1
< 1 Year
No
32,931
160
34
0
273,989
Female
50
1
26
1
1-2 Year
No
2,630
22
222
0
339,187
Female
24
1
8
0
< 1 Year
Yes
47,447
152
154
0
283,222
Female
21
1
32
1
< 1 Year
No
28,780
152
139
0
312,339
Female
78
1
0
0
1-2 Year
Yes
2,630
26
151
0
244,577
Male
41
1
14
1
1-2 Year
No
2,630
124
232
0
19,557
Male
27
1
29
1
< 1 Year
No
25,662
152
201
0
392,251
Female
21
1
8
1
< 1 Year
No
34,582
160
231
0
240,373
Female
24
1
37
0
< 1 Year
Yes
31,190
152
282
1
394,074
Female
46
1
41
0
1-2 Year
Yes
22,644
155
128
1
166,831
Male
22
1
8
1
< 1 Year
No
51,417
152
242
0
336,457
Female
40
1
28
0
1-2 Year
No
2,630
124
107
0
177,154
Male
59
1
28
0
1-2 Year
Yes
34,083
26
290
0
157,936
Male
43
1
49
0
1-2 Year
Yes
22,716
26
200
0
421,928
Female
40
1
15
0
1-2 Year
Yes
2,630
124
67
1
156,670
Male
49
1
10
1
1-2 Year
No
29,877
152
216
0
289,844
Female
22
1
47
0
< 1 Year
Yes
2,630
152
204
0
117,452
Female
41
1
41
0
1-2 Year
Yes
31,191
26
37
1
86,065
Female
23
1
3
1
< 1 Year
No
32,098
152
296
0