id
int64
0
1.2M
Age
float64
18
64
⌀
Gender
stringclasses
2 values
Annual Income
float64
1
150k
⌀
Marital Status
stringclasses
3 values
Number of Dependents
float64
0
4
⌀
Education Level
stringclasses
4 values
Occupation
stringclasses
3 values
Health Score
float64
2.01
59
⌀
Location
stringclasses
3 values
Policy Type
stringclasses
3 values
Previous Claims
float64
0
9
⌀
Vehicle Age
float64
0
19
⌀
Credit Score
float64
300
849
⌀
Insurance Duration
float64
1
9
⌀
Policy Start Date
stringlengths
26
26
Customer Feedback
stringclasses
3 values
Smoking Status
stringclasses
2 values
Exercise Frequency
stringclasses
4 values
Property Type
stringclasses
3 values
Premium Amount
float64
20
5k
43,100
53
Male
57,726
Divorced
0
High School
null
48.092226
Suburban
Comprehensive
0
19
456
3
2024-06-11 15:21:39.155231
Good
Yes
Monthly
House
1,762
43,101
27
Male
23,998
Married
3
Bachelor's
Self-Employed
29.298509
Suburban
Premium
0
3
482
6
2023-05-31 15:21:39.273454
Average
No
Weekly
House
663
43,102
52
Female
24,009
Single
null
High School
null
24.93576
Suburban
Comprehensive
1
4
697
5
2019-11-13 15:21:39.237118
Good
Yes
Monthly
Apartment
740
43,103
51
Female
3,043
Single
1
High School
Employed
36.56426
Rural
Comprehensive
2
15
826
4
2019-09-06 15:21:39.088124
Poor
Yes
Daily
Apartment
1,201
43,104
46
Male
14,931
Divorced
2
High School
null
7.858375
Urban
Premium
1
15
508
2
2020-10-26 15:21:39.218388
Poor
No
Daily
Condo
663
43,105
49
Female
8,897
Married
3
Master's
Self-Employed
28.078896
Rural
Comprehensive
1
2
null
7
2021-07-25 15:21:39.185215
Good
Yes
Rarely
Condo
2,306
43,106
54
Male
null
Married
0
Bachelor's
Unemployed
40.593217
Urban
Comprehensive
1
11
431
2
2021-10-22 15:21:39.155231
Average
Yes
Monthly
Apartment
1,327
43,107
28
Female
44,662
Single
0
Bachelor's
Unemployed
19.678973
Rural
Basic
2
2
596
8
2021-01-18 15:21:39.194829
Good
Yes
Weekly
Condo
607
43,108
39
Male
14,891
Single
2
Bachelor's
Self-Employed
26.764756
Rural
Premium
1
13
null
1
2022-04-20 15:21:39.259788
Poor
No
Weekly
House
2,115
43,109
41
Male
45,831
Single
null
High School
Self-Employed
18.63372
Urban
Premium
0
11
756
9
2019-09-17 15:21:39.290098
Good
No
Weekly
Apartment
1,745
43,110
63
Female
36,935
Divorced
2
Master's
Employed
33.037144
Suburban
Basic
0
14
452
1
2020-02-17 15:21:39.209847
Average
Yes
Monthly
House
1,772
43,111
53
Female
7,920
Single
1
PhD
null
7.974695
Suburban
Basic
null
8
575
5
2019-10-05 15:21:39.114118
Average
No
Daily
Apartment
1,404
43,112
null
Female
46,766
Single
4
PhD
null
null
Urban
Premium
null
7
783
4
2019-12-17 15:21:39.206847
null
Yes
Weekly
House
522
43,113
38
Female
65,736
Married
2
Master's
Employed
10.929346
Urban
Premium
null
8
633
7
2022-12-25 15:21:39.085129
Poor
No
Monthly
Condo
239
43,114
45
Female
4,899
Divorced
2
High School
null
20.235556
Rural
Comprehensive
0
5
353
5
2024-05-22 15:21:39.134960
Poor
Yes
Rarely
House
1,017
43,115
45
Male
51,622
Single
0
High School
null
35.261598
Rural
Basic
1
9
369
9
2020-02-28 15:21:39.155231
Good
No
Weekly
Apartment
1,814
43,116
25
Female
92,986
Divorced
2
Bachelor's
Self-Employed
18.781281
Suburban
Premium
null
0
607
2
2021-10-23 15:21:39.092127
Good
No
Monthly
House
230
43,117
46
Male
null
Divorced
2
Bachelor's
Unemployed
16.149626
Rural
Comprehensive
null
0
null
4
2022-02-05 15:21:39.093681
null
Yes
Monthly
Apartment
265
43,118
44
Male
17,273
Married
null
PhD
null
46.835861
Suburban
Comprehensive
1
5
748
8
2023-11-16 15:21:39.109552
null
No
Weekly
Apartment
2,236
43,119
32
Female
29,892
Married
3
Bachelor's
Employed
21.707554
Suburban
Premium
null
14
517
5
2024-03-30 15:21:39.273973
Average
Yes
Monthly
Condo
1,619
43,120
63
Male
3,861
Single
0
PhD
null
null
Urban
Comprehensive
0
17
495
4
2020-12-19 15:21:39.143708
Poor
No
Daily
House
1,419
43,121
25
Female
23,783
Divorced
4
High School
null
28.816502
Suburban
Premium
null
6
619
9
2020-01-27 15:21:39.175719
Poor
No
Monthly
House
799
43,122
25
Female
4,736
Divorced
0
High School
Employed
41.814148
Rural
Premium
2
6
653
9
2020-02-12 15:21:39.237118
Average
Yes
Monthly
Condo
1,338
43,123
38
Male
4,838
Single
4
Master's
null
null
Rural
Comprehensive
1
11
790
6
2024-02-02 15:21:39.096739
Good
Yes
Monthly
Apartment
1,063
43,124
21
Female
39,544
Married
2
PhD
Unemployed
46.858476
Rural
Basic
null
15
576
5
2024-02-23 15:21:39.084065
Good
Yes
Daily
House
999
43,125
33
Female
64,966
Single
3
Master's
null
23.336612
Rural
Basic
1
19
418
4
2021-03-21 15:21:39.244069
Poor
No
Monthly
Condo
806
43,126
57
Male
3,637
Married
1
Master's
Self-Employed
42.221116
Urban
Basic
1
16
378
6
2022-07-22 15:21:39.155231
Average
No
Daily
House
3,040
43,127
30
Female
23,323
Divorced
4
Bachelor's
Employed
34.086892
Suburban
Basic
2
3
null
5
2024-08-09 15:21:39.149731
Poor
No
Rarely
Condo
541
43,128
42
Female
51,602
Single
0
Master's
Employed
29.859123
Urban
Premium
1
16
553
2
2021-01-23 15:21:39.103737
Good
No
Rarely
House
164
43,129
59
Male
17,013
Single
4
PhD
Unemployed
23.992125
Urban
Premium
2
7
832
2
2023-08-22 15:21:39.080440
Poor
Yes
Weekly
House
1,355
43,130
34
Male
128,441
null
1
Bachelor's
null
26.273505
Urban
Premium
1
11
null
1
2023-05-05 15:21:39.106582
null
No
Monthly
Apartment
886
43,131
20
Male
15,954
Married
1
High School
Self-Employed
null
Suburban
Comprehensive
null
13
514
6
2023-10-04 15:21:39.222387
Poor
No
Rarely
Apartment
799
43,132
44
Female
18,668
Married
2
PhD
Self-Employed
21.204942
Suburban
Premium
1
0
589
4
2022-08-14 15:21:39.111551
Average
No
Daily
House
1,060
43,133
53
Male
9,891
Divorced
3
PhD
Self-Employed
25.69447
Suburban
Basic
1
4
null
9
2019-12-03 15:21:39.290098
Poor
No
Rarely
House
1,711
43,134
48
Male
35,786
Divorced
2
Bachelor's
Employed
24.847172
Rural
Comprehensive
1
9
571
6
2023-08-06 15:21:39.259788
Good
No
Rarely
Apartment
1,046
43,135
50
Female
74,580
Single
1
High School
Employed
7.912607
Suburban
Comprehensive
2
15
633
1
2020-11-07 15:21:39.134960
null
No
Rarely
Condo
1,312
43,136
33
Male
945
Single
1
PhD
Employed
null
Rural
Basic
null
7
615
3
2020-12-15 15:21:39.233485
Poor
Yes
Monthly
House
382
43,137
53
Male
81,640
Single
0
Master's
Unemployed
19.493263
Rural
Comprehensive
2
10
359
1
2022-12-28 15:21:39.211806
Poor
Yes
Rarely
Condo
364
43,138
39
Male
29,003
Divorced
4
PhD
null
9.98696
Rural
Basic
null
1
462
9
2021-05-02 15:21:39.171102
Average
No
Daily
Condo
1,236
43,139
55
Male
null
Married
2
Bachelor's
Unemployed
16.616843
Urban
Comprehensive
null
5
485
7
2019-11-16 15:21:39.226954
null
Yes
Weekly
Condo
2,878
43,140
31
Male
14,737
Divorced
3
Bachelor's
Unemployed
40.262118
Suburban
Comprehensive
null
12
824
7
2024-04-20 15:21:39.285112
Poor
Yes
Rarely
House
215
43,141
19
Male
18,382
Divorced
null
Master's
Self-Employed
11.507681
Rural
Premium
null
18
653
7
2021-12-24 15:21:39.134960
null
No
Rarely
Condo
38
43,142
63
Male
67,529
Divorced
1
Master's
Unemployed
null
Urban
Premium
null
12
619
4
2020-05-26 15:21:39.285112
Average
No
Daily
Condo
2,081
43,143
18
Female
34,761
Divorced
0
Master's
null
47.912272
Suburban
Premium
3
8
371
5
2022-08-15 15:21:39.167099
Average
No
Weekly
House
711
43,144
39
Male
798
Single
3
Master's
Self-Employed
36.559736
Suburban
Basic
2
15
756
9
2022-08-05 15:21:39.155231
Good
Yes
Monthly
House
659
43,145
20
Male
5,983
Divorced
4
PhD
null
13.95687
Suburban
Basic
1
14
538
2
2021-07-05 15:21:39.253660
Average
No
Rarely
Apartment
857
43,146
64
Female
57,961
Married
0
PhD
null
21.849355
Rural
Comprehensive
0
17
334
5
2024-05-06 15:21:39.155231
Poor
No
Monthly
Condo
1,746
43,147
64
Male
105,798
Single
null
Bachelor's
null
20.848232
Urban
Basic
null
5
310
7
2021-08-12 15:21:39.134960
Average
No
Monthly
Condo
98
43,148
43
Female
5,936
Married
2
High School
Unemployed
16.848697
Suburban
Basic
1
12
718
7
2023-03-14 15:21:39.143708
Good
Yes
Monthly
House
874
43,149
46
Male
23,457
Married
3
PhD
Unemployed
16.838359
Suburban
Basic
1
10
617
9
2023-03-14 15:21:39.088124
Good
Yes
Rarely
Condo
1,556
43,150
55
Female
40,391
Married
0
Bachelor's
Employed
13.686721
Suburban
Basic
0
14
415
4
2020-05-30 15:21:39.190215
Good
No
Monthly
Apartment
1,747
43,151
38
Male
6,877
Divorced
4
PhD
Unemployed
18.938451
Urban
Comprehensive
0
17
674
8
2020-06-13 15:21:39.134960
Good
No
Weekly
Apartment
614
43,152
41
Male
91,830
Single
3
Bachelor's
Self-Employed
22.17372
Urban
Basic
null
12
null
2
2019-09-01 15:21:39.226954
Good
Yes
Daily
Apartment
30
43,153
41
Male
29,310
Married
null
PhD
Unemployed
38.928172
Rural
Premium
null
13
521
4
2020-01-27 15:21:39.263607
Good
No
Rarely
Condo
687
43,154
35
Male
3,378
Single
4
Master's
Self-Employed
38.584842
Rural
Basic
null
5
662
9
2021-07-05 15:21:39.079128
Good
No
Monthly
Apartment
102
43,155
35
Male
85,931
Divorced
2
PhD
Self-Employed
7.69585
Suburban
Basic
null
7
400
4
2021-02-13 15:21:39.271453
Good
No
Rarely
House
1,043
43,156
60
Female
44,792
Divorced
3
High School
Unemployed
42.846299
Rural
Comprehensive
null
7
585
6
2021-01-18 15:21:39.223901
Good
No
Monthly
Apartment
563
43,157
34
Female
44,901
Single
4
Master's
null
27.16071
Urban
Premium
1
10
331
8
2023-07-08 15:21:39.288099
Poor
No
Weekly
House
1,140
43,158
61
Female
18,114
Married
3
PhD
Unemployed
23.77108
Suburban
Basic
1
12
null
3
2021-05-30 15:21:39.228521
Poor
Yes
Daily
Condo
1,320
43,159
63
Female
24,410
Single
1
High School
Employed
12.051815
Suburban
Premium
1
18
446
8
2023-04-09 15:21:39.102694
Good
No
Weekly
Condo
991
43,160
18
Female
null
Married
2
PhD
Employed
8.976557
Rural
Comprehensive
2
9
381
5
2022-06-30 15:21:39.276901
Good
Yes
Rarely
House
1,071
43,161
24
Female
9,087
Married
0
Master's
null
null
Suburban
Premium
null
5
null
3
2020-10-17 15:21:39.264504
Poor
No
Weekly
Apartment
1,166
43,162
31
Female
5,838
Single
4
Bachelor's
null
27.938354
Suburban
Premium
0
19
834
8
2023-09-01 15:21:39.143708
Average
Yes
Rarely
Condo
552
43,163
28
Male
35,358
Married
4
Master's
Employed
23.69678
Urban
Basic
0
19
628
9
2022-09-14 15:21:39.112553
Poor
No
Weekly
Condo
1,206
43,164
55
Female
137,895
Single
1
Master's
null
45.430935
Rural
Premium
1
14
652
4
2023-10-28 15:21:39.237118
Poor
No
Monthly
Condo
393
43,165
44
Female
321
Married
3
PhD
null
9.859487
Suburban
Basic
2
6
549
5
2020-04-26 15:21:39.286113
Average
Yes
Rarely
Condo
1,049
43,166
54
Male
44,262
Divorced
4
Bachelor's
Employed
39.686773
Urban
Premium
1
3
703
4
2019-11-01 15:21:39.274993
Good
No
Monthly
House
663
43,167
26
Female
43,817
Married
0
High School
Self-Employed
22.085103
Suburban
Premium
0
8
418
8
2022-10-26 15:21:39.263432
Average
Yes
Monthly
House
571
43,168
35
Female
92,732
Divorced
3
High School
null
40.097646
Rural
Comprehensive
2
14
776
8
2019-10-08 15:21:39.133866
Good
No
Daily
Apartment
48
43,169
20
Male
28,371
Married
1
Master's
null
33.737755
Urban
Basic
1
18
583
1
2021-05-24 15:21:39.221386
Poor
No
Weekly
Apartment
742
43,170
31
Male
26,861
Divorced
4
High School
null
40.058517
Suburban
Premium
0
5
647
1
2023-12-09 15:21:39.094752
Average
No
Rarely
House
733
43,171
54
Female
5,957
Single
4
Bachelor's
Unemployed
10.244978
Urban
Premium
1
7
null
1
2024-01-12 15:21:39.155231
Poor
Yes
Rarely
House
150
43,172
38
Female
2,065
Single
3
PhD
Self-Employed
26.156501
Urban
Premium
1
9
433
6
2024-04-21 15:21:39.116179
Good
No
Daily
Condo
878
43,173
31
Female
8,553
Single
4
PhD
null
29.639346
Urban
Basic
0
16
794
7
2024-05-10 15:21:39.225916
Good
Yes
Daily
Condo
576
43,174
60
Male
1,046
Married
3
PhD
Employed
10.459537
Urban
Comprehensive
1
16
834
1
2022-01-10 15:21:39.279729
null
Yes
Monthly
House
1,205
43,175
60
Female
null
Divorced
0
PhD
Self-Employed
33.262492
Suburban
Premium
2
17
367
9
2020-06-15 15:21:39.155231
Good
Yes
Monthly
Condo
128
43,176
38
Male
91,670
Divorced
0
Bachelor's
Self-Employed
35.272688
Rural
Comprehensive
1
3
472
3
2021-10-05 15:21:39.166062
Poor
Yes
Rarely
Condo
259
43,177
46
Female
27,199
Married
null
Master's
Employed
24.714225
Suburban
Basic
3
11
382
4
2023-08-04 15:21:39.122134
Poor
No
Monthly
Condo
2,606
43,178
60
Male
25,962
Married
4
Master's
Self-Employed
36.957705
Urban
Basic
0
19
551
4
2021-09-03 15:21:39.264504
Poor
No
Rarely
Apartment
1,016
43,179
41
Male
18,053
Single
3
Bachelor's
null
24.937763
Urban
Premium
0
7
644
6
2022-05-18 15:21:39.171102
Poor
Yes
Daily
Condo
1,531
43,180
48
Male
91,567
Divorced
2
Bachelor's
Unemployed
4.748749
Rural
Premium
2
19
474
9
2022-01-30 15:21:39.090124
Poor
No
Daily
House
111
43,181
57
Female
null
Divorced
4
High School
Unemployed
9.569862
Suburban
Basic
1
17
825
6
2020-04-17 15:21:39.230483
Good
No
Monthly
Apartment
117
43,182
59
Female
39,082
Married
0
Bachelor's
null
34.098133
Rural
Premium
null
8
438
3
2024-03-21 15:21:39.134960
Poor
No
Daily
Apartment
884
43,183
41
Female
74,420
Divorced
3
PhD
Unemployed
13.673819
Rural
Premium
1
3
368
7
2022-09-08 15:21:39.267454
Average
Yes
Rarely
Condo
1,094
43,184
38
Male
829
Single
3
Master's
Employed
null
Suburban
Comprehensive
0
9
null
9
2021-11-28 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,099
43,185
30
Female
71,181
Divorced
4
Master's
Self-Employed
null
Rural
Basic
0
6
586
2
2023-04-08 15:21:39.152732
null
No
Daily
Apartment
639
43,186
24
Male
2,890
Married
3
Master's
null
35.906378
Urban
Premium
1
16
646
9
2022-07-26 15:21:39.190215
Average
No
Daily
House
38
43,187
37
Male
6,620
Married
0
PhD
Self-Employed
12.016462
Urban
Basic
3
4
552
5
2021-04-16 15:21:39.228521
Good
Yes
Daily
House
847
43,188
52
Male
15,963
Single
3
Bachelor's
Employed
47.05428
Suburban
Premium
null
4
778
6
2024-05-02 15:21:39.130190
Good
Yes
Rarely
Condo
656
43,189
47
Female
394
Single
2
PhD
null
25.878604
Urban
Comprehensive
null
8
822
4
2020-07-03 15:21:39.285112
null
Yes
Daily
Apartment
587
43,190
50
Female
46,486
Divorced
0
Bachelor's
Unemployed
50.830446
Suburban
Comprehensive
2
16
531
8
2022-03-17 15:21:39.177724
Good
Yes
Weekly
Apartment
2,342
43,191
26
Male
143,593
Married
0
PhD
Self-Employed
25.55533
Urban
Comprehensive
null
18
834
1
2024-07-19 15:21:39.134960
Good
Yes
Rarely
Apartment
38
43,192
44
Female
1,567
Divorced
null
Master's
Employed
21.836766
Urban
Basic
1
7
603
4
2022-07-30 15:21:39.173661
Poor
Yes
Daily
Apartment
22
43,193
54
Male
32,009
null
null
High School
null
5.878643
Rural
Basic
null
16
657
9
2023-05-16 15:21:39.085129
Average
No
Monthly
Apartment
1,652
43,194
18
Male
57,576
Married
4
Bachelor's
Self-Employed
9.554742
Suburban
Comprehensive
1
2
342
8
2020-03-29 15:21:39.134960
Good
No
Monthly
House
1,476
43,195
52
Male
21,838
Single
1
High School
Employed
16.049897
Rural
Basic
0
10
535
9
2022-03-21 15:21:39.146733
Poor
No
Rarely
Apartment
212
43,196
31
Female
5,860
Single
1
PhD
null
15.433936
Rural
Premium
null
6
758
3
2020-08-28 15:21:39.225916
Poor
No
Rarely
Condo
1,236
43,197
27
Male
46,334
Married
0
PhD
Unemployed
7.569301
Rural
Basic
2
6
810
8
2021-07-19 15:21:39.155231
Poor
No
Monthly
House
1,765
43,198
61
Female
2,486
Divorced
2
PhD
Self-Employed
30.957891
Rural
Comprehensive
2
1
712
1
2021-05-22 15:21:39.134960
Good
Yes
Daily
Apartment
1,105
43,199
52
Female
44,949
Married
2
PhD
Unemployed
46.904299
Urban
Premium
1
5
696
3
2023-02-04 15:21:39.085129
null
No
Weekly
Condo
472