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
1,189,600
59
Female
28,991
Divorced
3
Bachelor's
Self-Employed
10.135871
Urban
Comprehensive
1
3
662
7
2020-02-05 15:21:39.228521
Poor
No
Rarely
Condo
434
1,189,601
49
Female
85,657
Married
2
Master's
Unemployed
20.557546
Rural
Comprehensive
0
17
322
2
2021-04-19 15:21:39.147735
Poor
No
Weekly
Condo
583
1,189,602
24
Female
34,436
Divorced
2
Bachelor's
Unemployed
37.366839
Urban
Premium
3
11
null
2
2021-07-14 15:21:39.285112
Poor
No
Weekly
Condo
882
1,189,603
25
Male
16,056
Single
0
PhD
Self-Employed
15.43433
Urban
Basic
0
16
null
4
2019-11-02 15:21:39.123711
Poor
Yes
Weekly
House
1,653
1,189,604
26
Female
4,066
Single
0
High School
Unemployed
29.290819
Urban
Basic
3
16
705
2
2024-03-31 15:21:39.190215
Poor
Yes
Weekly
Apartment
559
1,189,605
41
Female
76,279
Divorced
1
Bachelor's
null
23.143436
Suburban
Comprehensive
0
1
300
1
2020-12-26 15:21:39.097737
Good
Yes
Rarely
Apartment
1,114
1,189,606
25
Female
26,655
Single
0
PhD
null
33.791444
Rural
Premium
null
5
609
6
2020-04-15 15:21:39.079128
Poor
Yes
Rarely
House
796
1,189,607
25
Male
6,908
Single
4
Bachelor's
Employed
20.140034
Urban
Comprehensive
0
14
832
2
2021-10-01 15:21:39.094752
Good
No
Weekly
Condo
478
1,189,608
45
Female
37,384
Married
3
PhD
Employed
53.165318
Suburban
Basic
0
0
661
9
2021-04-18 15:21:39.265513
Good
Yes
Rarely
House
2,094
1,189,609
33
Male
87,041
Divorced
null
PhD
Self-Employed
35.964007
Rural
Basic
2
17
778
9
2022-10-03 15:21:39.274993
Poor
Yes
Rarely
House
339
1,189,610
32
Female
42,782
Married
2
Bachelor's
Employed
20.787597
Suburban
Premium
2
6
613
6
2019-11-19 15:21:39.084065
Poor
No
Rarely
Apartment
845
1,189,611
43
Female
3,801
Divorced
2
Bachelor's
null
26.14409
Rural
Premium
3
4
443
1
2019-12-27 15:21:39.252145
Poor
Yes
Monthly
Condo
27
1,189,612
40
Female
11,761
Single
2
Master's
null
null
Suburban
Comprehensive
null
18
488
2
2022-12-31 15:21:39.263607
Poor
No
Rarely
Apartment
1,273
1,189,613
34
Male
11,026
Divorced
2
High School
Self-Employed
18.85465
Suburban
Premium
1
13
658
4
2020-04-14 15:21:39.237118
Poor
No
Weekly
Condo
764
1,189,614
64
Female
113,292
Single
0
Bachelor's
Self-Employed
26.84518
Urban
Premium
null
13
332
9
2022-03-20 15:21:39.200452
Good
Yes
Rarely
Apartment
116
1,189,615
20
Female
35,297
Married
2
PhD
Employed
19.974644
Suburban
Comprehensive
null
10
812
7
2021-05-13 15:21:39.202448
Good
Yes
Daily
Condo
541
1,189,616
44
Female
4,511
Divorced
4
Bachelor's
Unemployed
21.890221
Urban
Comprehensive
3
12
null
9
2023-12-20 15:21:39.251142
Poor
Yes
Weekly
Apartment
454
1,189,617
53
Female
61,395
Divorced
1
PhD
null
12.820617
Suburban
Basic
0
19
459
3
2021-03-13 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,807
1,189,618
47
Male
26,578
Divorced
1
High School
Employed
19.739832
Suburban
Basic
1
18
620
5
2021-05-11 15:21:39.155231
Good
No
Rarely
Condo
2,132
1,189,619
19
Female
18,072
Divorced
null
Bachelor's
Employed
34.266628
Urban
Comprehensive
1
3
674
4
2021-05-03 15:21:39.155231
Poor
Yes
Monthly
Apartment
2,852
1,189,620
26
Female
18,192
Divorced
1
High School
Unemployed
31.083707
Suburban
Comprehensive
0
5
845
2
2023-10-06 15:21:39.177724
Average
Yes
Monthly
Condo
1,503
1,189,621
22
Female
14,572
Divorced
2
PhD
Employed
25.964362
Suburban
Premium
1
9
532
8
2022-05-16 15:21:39.134960
Poor
No
Daily
Apartment
2,248
1,189,622
56
Male
null
Divorced
4
Bachelor's
Self-Employed
20.936274
Urban
Premium
0
8
602
2
2021-11-18 15:21:39.155231
Good
Yes
Rarely
Apartment
360
1,189,623
36
Male
18,069
Married
3
High School
Self-Employed
11.887311
Urban
Comprehensive
1
15
707
1
2022-05-18 15:21:39.188220
Good
Yes
Monthly
House
874
1,189,624
22
Female
13,977
Married
3
Master's
Unemployed
48.477214
Urban
Basic
null
3
673
4
2022-02-18 15:21:39.243823
Average
No
Daily
Condo
1,300
1,189,625
49
Male
70,883
Married
0
High School
Unemployed
8.964693
Suburban
Comprehensive
1
3
405
9
2024-06-04 15:21:39.237118
Good
No
Weekly
Apartment
677
1,189,626
21
Female
81,246
Divorced
1
Master's
Self-Employed
18.015817
Suburban
Premium
1
19
328
1
2020-04-04 15:21:39.103944
Poor
Yes
Monthly
Apartment
464
1,189,627
57
Female
5,813
Married
2
Bachelor's
null
10.126799
Rural
Basic
null
16
598
1
2021-08-17 15:21:39.147735
Poor
No
Monthly
Condo
603
1,189,628
44
Female
44,453
Divorced
3
PhD
Employed
39.567176
Rural
Premium
1
0
673
8
2024-06-26 15:21:39.145732
Good
No
Weekly
Apartment
308
1,189,629
59
Female
845
Divorced
4
Master's
Self-Employed
15.786892
Suburban
Comprehensive
1
17
772
7
2021-08-26 15:21:39.155231
null
No
Rarely
House
455
1,189,630
63
Male
35,478
Single
3
PhD
Unemployed
11.468841
Urban
Basic
null
13
748
1
2020-04-17 15:21:39.251142
Average
No
Monthly
House
1,181
1,189,631
47
Female
15,028
Married
2
PhD
Employed
29.491257
Rural
Premium
1
15
526
7
2020-05-30 15:21:39.237118
Good
No
Monthly
House
688
1,189,632
37
Female
53,829
Single
1
Master's
Employed
26.313522
Urban
Comprehensive
1
3
431
6
2022-01-05 15:21:39.105504
Average
Yes
Weekly
Condo
70
1,189,633
35
Female
35,359
Divorced
4
High School
Employed
16.272593
Urban
Basic
0
8
426
3
2021-08-08 15:21:39.181605
Average
No
Monthly
House
2,114
1,189,634
54
Female
31,002
Single
3
High School
Employed
29.92378
Rural
Basic
null
11
669
4
2020-05-31 15:21:39.082499
Poor
No
Monthly
Apartment
2,670
1,189,635
25
Male
29,054
Single
4
Master's
Self-Employed
25.958649
Urban
Basic
1
6
712
6
2024-05-17 15:21:39.202448
Poor
Yes
Daily
Condo
1,091
1,189,636
33
Female
25,761
Married
1
High School
Employed
5.607569
Rural
Basic
1
7
558
6
2019-12-14 15:21:39.083497
null
Yes
Monthly
Condo
703
1,189,637
41
Female
3,939
Married
4
PhD
Employed
16.366461
Urban
Comprehensive
2
10
706
5
2022-04-04 15:21:39.237118
Poor
No
Rarely
House
1,449
1,189,638
37
Male
20,653
Divorced
3
Master's
Self-Employed
52.773709
Rural
Comprehensive
1
17
674
9
2019-09-17 15:21:39.094752
Poor
Yes
Rarely
Apartment
1,466
1,189,639
39
Male
23,470
Single
1
PhD
null
37.686046
Urban
Premium
1
0
776
2
2022-01-14 15:21:39.286113
Poor
Yes
Rarely
Apartment
879
1,189,640
39
Male
126,960
null
3
Bachelor's
null
38.7115
Rural
Premium
2
13
543
2
2019-10-10 15:21:39.155231
Good
Yes
Rarely
House
1,416
1,189,641
27
Male
36,118
Single
4
PhD
null
9.893474
Rural
Comprehensive
1
4
820
9
2021-06-05 15:21:39.281787
Good
Yes
Rarely
Apartment
716
1,189,642
30
Female
23,902
Married
1
High School
null
14.922756
Rural
Basic
0
17
615
4
2023-10-07 15:21:39.223390
Good
Yes
Daily
Apartment
181
1,189,643
46
Female
11,785
Married
4
Master's
Employed
12.814666
Suburban
Comprehensive
5
1
602
5
2021-02-01 15:21:39.146733
Good
No
Weekly
House
1,029
1,189,644
34
Male
3,505
Married
0
High School
Employed
16.988659
Urban
Premium
0
4
360
1
2021-03-08 15:21:39.105504
Average
No
Monthly
House
511
1,189,645
19
Male
20,672
Married
2
High School
Self-Employed
22.396889
Urban
Basic
0
6
619
6
2024-08-09 15:21:39.155231
Good
Yes
Weekly
House
477
1,189,646
23
Male
74,899
Single
3
PhD
null
28.879243
Rural
Premium
1
14
634
8
2020-01-28 15:21:39.134960
Poor
No
Weekly
House
382
1,189,647
62
Male
9,891
Single
1
Bachelor's
Unemployed
null
Urban
Comprehensive
null
3
489
4
2022-12-14 15:21:39.118178
Good
Yes
Daily
Condo
793
1,189,648
36
Female
17,589
Single
1
Bachelor's
Unemployed
26.928873
Urban
Comprehensive
1
5
562
6
2021-01-28 15:21:39.253660
Average
No
Weekly
House
261
1,189,649
20
Female
52,778
Divorced
2
PhD
null
32.857305
Urban
Premium
3
9
689
2
2020-06-10 15:21:39.099739
Poor
No
Monthly
House
2,076
1,189,650
58
Male
24,897
Divorced
4
Master's
Employed
46.083596
Urban
Premium
1
0
534
1
2023-05-08 15:21:39.130190
Poor
Yes
Weekly
Apartment
474
1,189,651
33
Female
30,450
Divorced
0
High School
null
17.860965
Urban
Premium
1
4
585
4
2020-12-15 15:21:39.124659
Poor
Yes
Weekly
Condo
2,946
1,189,652
46
Female
2,744
Divorced
3
High School
Employed
20.786959
Rural
Basic
0
19
822
3
2020-10-14 15:21:39.155231
Average
Yes
Monthly
Condo
2,088
1,189,653
25
Female
44,943
Divorced
0
High School
null
28.619359
Rural
Basic
0
4
696
2
2019-12-10 15:21:39.208842
Poor
Yes
Monthly
Apartment
902
1,189,654
35
Female
1,578
Divorced
3
PhD
Self-Employed
13.054014
Urban
Basic
3
0
null
1
2022-07-24 15:21:39.230483
Good
No
Monthly
Condo
1,034
1,189,655
43
Male
6,809
Married
4
High School
null
38.391002
Rural
Comprehensive
2
3
634
9
2021-03-28 15:21:39.206847
Poor
Yes
Rarely
House
2,904
1,189,656
29
Female
39,267
Divorced
2
High School
Employed
32.084177
Rural
Comprehensive
2
13
587
8
2019-10-18 15:21:39.134960
Poor
No
Daily
Condo
29
1,189,657
57
Male
38,156
Married
2
Bachelor's
null
46.814357
Suburban
Comprehensive
1
17
821
1
2020-05-16 15:21:39.236064
Average
No
Daily
House
857
1,189,658
31
Male
56,618
Divorced
0
High School
null
9.766799
Suburban
Premium
1
10
345
6
2021-10-14 15:21:39.143708
Good
No
Monthly
Condo
919
1,189,659
43
Male
5,839
Divorced
1
High School
null
32.836778
Suburban
Basic
2
11
612
6
2024-04-11 15:21:39.097737
Good
No
Monthly
Condo
1,052
1,189,660
61
Female
53,368
Single
4
Master's
Self-Employed
null
Suburban
Comprehensive
null
17
533
1
2019-11-01 15:21:39.259788
Average
No
Monthly
House
36
1,189,661
52
Male
32,653
Single
0
High School
Employed
31.147957
Urban
Basic
0
4
563
5
2023-02-19 15:21:39.274993
Poor
No
Daily
Condo
934
1,189,662
41
Female
9,098
Married
null
PhD
null
17.637509
Rural
Premium
0
1
532
4
2023-05-20 15:21:39.134960
Average
No
Daily
Apartment
710
1,189,663
54
Female
51,720
Divorced
null
High School
Unemployed
null
Urban
Premium
3
5
745
9
2023-01-10 15:21:39.095696
Good
Yes
Weekly
Apartment
2,560
1,189,664
21
Female
3,719
Divorced
0
Bachelor's
Self-Employed
45.63891
Suburban
Premium
3
11
760
5
2024-06-14 15:21:39.217387
Average
Yes
Weekly
Apartment
497
1,189,665
26
Female
46,428
Married
4
High School
Unemployed
17.979293
Suburban
Comprehensive
0
11
418
1
2021-03-16 15:21:39.228521
Average
No
Monthly
House
982
1,189,666
26
Female
17,310
Single
3
Bachelor's
null
14.491146
Rural
Comprehensive
1
14
478
7
2023-11-11 15:21:39.288099
Average
Yes
Weekly
Condo
3,163
1,189,667
60
Male
78,786
Single
2
PhD
null
12.967019
Suburban
Comprehensive
1
12
344
1
2019-09-09 15:21:39.231531
Average
Yes
Monthly
Condo
846
1,189,668
42
Male
41,028
Married
0
Bachelor's
null
23.938542
Suburban
Premium
1
15
374
3
2021-09-19 15:21:39.155231
Poor
No
Daily
Condo
496
1,189,669
50
Female
25,573
Divorced
0
PhD
Self-Employed
15.73534
Suburban
Premium
0
6
571
7
2024-02-04 15:21:39.132191
Good
Yes
Daily
Condo
391
1,189,670
63
Female
38,429
Single
0
Master's
null
8.946258
Rural
Basic
null
13
565
7
2021-05-04 15:21:39.219432
Good
Yes
Weekly
Condo
565
1,189,671
38
Female
2,864
Single
4
High School
null
30.360194
Suburban
Premium
1
19
461
7
2019-09-29 15:21:39.149731
Average
No
Rarely
Condo
590
1,189,672
28
Male
31,008
Married
1
Master's
null
24.030859
Suburban
Premium
2
10
658
4
2022-02-02 15:21:39.211806
Good
Yes
Monthly
Condo
287
1,189,673
52
Male
38,446
Single
1
Bachelor's
Unemployed
25.693635
Urban
Basic
3
0
432
9
2020-04-25 15:21:39.218388
Average
Yes
Daily
Apartment
2,416
1,189,674
38
Female
9,082
Single
1
PhD
Employed
5.567433
Urban
Premium
1
17
707
5
2023-11-28 15:21:39.102694
Poor
Yes
Rarely
House
595
1,189,675
32
Male
19,766
Divorced
4
High School
null
48.477729
Suburban
Premium
null
13
791
1
2019-12-30 15:21:39.237118
Good
No
Weekly
House
2,323
1,189,676
30
Male
4,412
Single
4
Bachelor's
Employed
13.878933
Suburban
Premium
1
14
null
5
2019-08-26 15:21:39.181605
Poor
Yes
Rarely
House
933
1,189,677
31
Female
18,510
Single
4
Master's
Self-Employed
27.426907
Urban
Basic
0
3
null
5
2023-05-24 15:21:39.237118
Average
Yes
Rarely
Condo
1,591
1,189,678
43
Female
935
Single
null
Master's
Unemployed
33.176955
Suburban
Basic
0
2
null
9
2022-09-05 15:21:39.173834
Average
Yes
Rarely
House
2,579
1,189,679
26
Female
31,184
Single
3
Master's
Self-Employed
22.943197
Urban
Premium
0
0
616
3
2021-06-04 15:21:39.099739
Average
Yes
Daily
Apartment
1,304
1,189,680
39
Female
27,791
Divorced
null
PhD
Employed
21.859604
Suburban
Premium
0
8
344
8
2023-01-12 15:21:39.146733
Good
Yes
Weekly
Apartment
1,115
1,189,681
59
Female
522
Married
0
Bachelor's
Self-Employed
26.257069
Rural
Comprehensive
null
12
311
1
2024-01-07 15:21:39.155231
Average
No
Rarely
Condo
166
1,189,682
35
Male
7,983
Married
3
High School
null
null
Rural
Premium
0
8
582
9
2020-02-04 15:21:39.206847
Good
Yes
Weekly
Condo
537
1,189,683
30
Male
41,265
Divorced
3
PhD
Self-Employed
8.747725
Urban
Comprehensive
0
12
526
5
2020-10-04 15:21:39.131192
Poor
No
Daily
Condo
1,906
1,189,684
56
Female
12,220
Married
0
High School
Self-Employed
36.55372
Urban
Premium
2
2
581
7
2021-12-13 15:21:39.253660
Good
Yes
Weekly
House
1,426
1,189,685
54
Male
25,404
Divorced
3
Master's
Self-Employed
21.5726
Rural
Premium
null
0
456
2
2021-12-08 15:21:39.226954
Average
Yes
Daily
House
1,616
1,189,686
35
Male
28,550
Single
2
PhD
Unemployed
21.806652
Rural
Comprehensive
0
18
605
3
2021-07-29 15:21:39.226954
Good
No
Weekly
Apartment
28
1,189,687
35
Female
4,728
Married
1
Bachelor's
null
12.673608
Suburban
Basic
0
5
615
3
2022-04-20 15:21:39.221386
Average
No
Monthly
Condo
2,025
1,189,688
62
Male
43,738
Divorced
0
Master's
Self-Employed
6.716051
Urban
Basic
null
17
590
4
2023-11-23 15:21:39.134960
Good
Yes
Weekly
Condo
731
1,189,689
43
Male
8,062
Married
3
Master's
Unemployed
43.923597
Suburban
Premium
null
2
663
7
2021-02-26 15:21:39.186212
Average
Yes
Weekly
Condo
556
1,189,690
29
Male
8,897
Single
3
Bachelor's
Unemployed
6.847795
Rural
Comprehensive
2
17
793
7
2021-12-13 15:21:39.267454
Good
Yes
Monthly
House
925
1,189,691
40
Male
91,380
Divorced
null
PhD
Employed
4.699075
Urban
Basic
1
0
321
7
2023-10-13 15:21:39.269494
Good
No
Rarely
Condo
1,039
1,189,692
55
Male
8,074
Married
2
PhD
null
16.965256
Suburban
Premium
2
2
765
9
2019-09-21 15:21:39.281787
Good
No
Rarely
Condo
1,403
1,189,693
58
Male
7,991
Divorced
3
Bachelor's
Unemployed
16.988887
Urban
Basic
1
1
539
2
2020-11-16 15:21:39.172097
Good
No
Rarely
Apartment
742
1,189,694
32
Male
null
Divorced
0
High School
Self-Employed
23.965948
Urban
Basic
null
15
639
5
2023-10-26 15:21:39.132191
Good
Yes
Monthly
House
334
1,189,695
null
Female
39,741
Married
4
Master's
Self-Employed
18.858011
Urban
Basic
2
8
621
4
2022-11-10 15:21:39.123711
Poor
No
Weekly
House
1,174
1,189,696
25
Female
null
Married
4
Master's
null
21.818109
Suburban
Premium
null
4
368
3
2021-11-22 15:21:39.273973
Average
Yes
Rarely
House
1,106
1,189,697
49
Female
2,390
Single
null
High School
Unemployed
15.037687
Suburban
Basic
1
3
374
5
2022-10-01 15:21:39.194829
Good
No
Rarely
Condo
2,729
1,189,698
30
Female
28,572
Divorced
0
PhD
Self-Employed
null
Suburban
Premium
2
16
null
7
2021-06-22 15:21:39.209847
null
No
Weekly
Apartment
1,151
1,189,699
42
Male
23,015
Divorced
2
Master's
Unemployed
34.277516
Rural
Basic
null
16
441
5
2022-05-10 15:21:39.155231
Poor
Yes
Rarely
House
719