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
12,600
44
Female
59,030
Single
0
Master's
Self-Employed
5.164971
Suburban
Basic
null
3
377
1
2022-07-31 15:21:39.255696
Poor
No
Daily
Apartment
1,859
12,601
19
Female
72,743
Married
4
Bachelor's
Self-Employed
20.140823
Suburban
Premium
null
12
797
8
2024-04-27 15:21:39.268507
null
Yes
Daily
House
115
12,602
63
Male
10,176
Married
0
High School
null
19.922138
Rural
Comprehensive
null
19
766
2
2019-08-20 15:21:39.261856
null
No
Weekly
Condo
842
12,603
56
Male
38,216
Single
1
Master's
null
24.668717
Urban
Premium
4
14
701
6
2022-12-03 15:21:39.146733
Average
No
Monthly
Apartment
506
12,604
40
Male
2,747
Married
0
High School
Unemployed
25.556479
Suburban
Premium
0
8
386
9
2024-03-06 15:21:39.118178
Average
Yes
Weekly
Condo
494
12,605
60
Male
45,042
Single
3
PhD
Unemployed
23.166856
Rural
Basic
0
6
481
8
2020-12-09 15:21:39.172097
Average
No
Daily
Condo
432
12,606
19
Male
3,861
Divorced
2
High School
Employed
24.726581
Urban
Comprehensive
3
10
571
6
2022-03-23 15:21:39.155231
null
Yes
Monthly
House
681
12,607
60
Female
9,536
null
1
Master's
null
12.01759
Rural
Comprehensive
1
11
622
5
2021-12-09 15:21:39.155231
Good
Yes
Daily
Condo
425
12,608
24
Male
5,512
Married
4
PhD
Unemployed
22.535879
Urban
Comprehensive
1
4
694
7
2021-01-15 15:21:39.281787
Average
No
Weekly
Condo
671
12,609
37
Female
8,734
Single
1
PhD
Employed
23.865494
Suburban
Premium
1
3
473
9
2020-04-15 15:21:39.134960
Average
No
Weekly
House
564
12,610
56
Female
9,981
Single
0
PhD
Self-Employed
21.912593
Suburban
Comprehensive
0
5
null
1
2019-10-14 15:21:39.084065
Poor
No
Daily
House
1,213
12,611
27
Male
9,071
Single
4
Master's
null
null
Suburban
Basic
null
6
null
8
2022-11-19 15:21:39.207847
Poor
Yes
Weekly
House
589
12,612
29
Male
104,588
Single
2
PhD
Unemployed
51.954706
Urban
Comprehensive
null
16
628
6
2020-05-12 15:21:39.226954
Poor
Yes
Monthly
Condo
466
12,613
46
Female
123,916
Married
2
Bachelor's
Unemployed
null
Rural
Basic
null
14
462
6
2020-12-01 15:21:39.180553
Poor
No
Weekly
House
1,466
12,614
46
Female
17,382
Divorced
0
Bachelor's
null
19.176922
Rural
Basic
null
5
566
1
2024-05-16 15:21:39.132191
Average
No
Monthly
House
1,269
12,615
41
Male
null
Married
4
High School
Employed
36.050027
Rural
Premium
null
17
394
7
2021-03-12 15:21:39.237118
Poor
No
Weekly
House
725
12,616
58
Male
40,882
Single
1
PhD
Unemployed
6.566722
Rural
Basic
null
17
null
2
2019-09-13 15:21:39.237118
Average
Yes
Daily
Condo
716
12,617
38
Female
null
Single
null
PhD
Employed
18.766183
Rural
Basic
null
11
516
7
2021-02-13 15:21:39.134960
null
Yes
Daily
Apartment
25
12,618
25
Female
68,584
Divorced
0
Master's
Self-Employed
9.552357
Urban
Basic
0
19
452
2
2019-12-15 15:21:39.133866
Average
Yes
Daily
Condo
439
12,619
22
Female
32,757
Single
3
Master's
null
16.039587
Rural
Basic
1
18
846
9
2023-03-17 15:21:39.204790
Good
Yes
Weekly
Condo
207
12,620
33
Male
27,020
Married
0
Bachelor's
Self-Employed
14.847308
Rural
Comprehensive
null
16
619
8
2023-10-24 15:21:39.237118
Good
Yes
Monthly
House
1,915
12,621
54
Female
122,704
Married
1
PhD
Self-Employed
23.510066
Rural
Premium
3
15
466
7
2024-07-12 15:21:39.187211
Good
No
Monthly
Condo
643
12,622
22
Male
31,366
Divorced
2
Master's
null
43.624361
Urban
Basic
0
8
521
8
2022-03-30 15:21:39.202448
Average
No
Daily
House
577
12,623
50
Male
13,791
Single
3
PhD
Unemployed
19.922184
Rural
Basic
1
13
null
2
2021-01-08 15:21:39.143708
Average
No
Monthly
Apartment
1,076
12,624
32
Male
5,855
Married
3
Master's
null
10.94641
Suburban
Comprehensive
null
16
822
5
2023-01-11 15:21:39.237118
null
Yes
Monthly
Apartment
1,214
12,625
64
Female
80,948
Single
3
Master's
Self-Employed
6.894687
Rural
Comprehensive
5
12
718
4
2023-10-16 15:21:39.268507
null
Yes
Weekly
Condo
485
12,626
22
Female
25,861
Divorced
null
Master's
Self-Employed
12.539268
Rural
Premium
2
2
517
9
2021-05-03 15:21:39.259788
Average
Yes
Daily
Condo
2,619
12,627
44
Male
38,429
Married
null
Master's
Unemployed
17.263771
Suburban
Basic
1
12
801
1
2023-03-01 15:21:39.237118
Poor
No
Rarely
House
2,812
12,628
48
Male
23,108
Single
null
High School
Unemployed
42.673382
Suburban
Comprehensive
2
15
538
3
2022-04-21 15:21:39.167099
Average
Yes
Weekly
Apartment
1,692
12,629
27
Female
17,062
Married
3
Bachelor's
Unemployed
13.382603
Rural
Comprehensive
1
19
null
1
2024-07-03 15:21:39.184157
Good
Yes
Rarely
House
923
12,630
40
Male
26,553
Single
1
Bachelor's
Unemployed
49.05216
Suburban
Premium
null
19
583
6
2024-05-29 15:21:39.134960
Good
No
Monthly
Apartment
533
12,631
27
Male
9,082
Divorced
4
Master's
Employed
17.792309
Urban
Premium
null
17
805
6
2023-09-08 15:21:39.192212
Poor
No
Monthly
House
1,044
12,632
51
Male
83,176
Divorced
3
Master's
null
20.693535
Rural
Basic
1
2
409
7
2021-02-22 15:21:39.276901
Average
Yes
Weekly
Condo
1,395
12,633
39
Male
36,102
Married
3
Master's
null
8.534678
Rural
Basic
0
17
683
1
2021-10-15 15:21:39.102694
Poor
Yes
Monthly
House
4,538
12,634
61
Female
8,074
Married
0
PhD
null
23.75894
Rural
Comprehensive
1
6
796
5
2020-04-08 15:21:39.113566
Average
No
Weekly
Condo
1,032
12,635
53
Female
62,421
Divorced
2
Bachelor's
Unemployed
31.83691
Suburban
Basic
1
2
788
8
2019-11-12 15:21:39.090124
Poor
No
Rarely
House
110
12,636
38
Female
28,685
Married
4
High School
null
51.998828
Rural
Basic
0
15
544
6
2022-11-07 15:21:39.183598
Average
No
Daily
House
26
12,637
29
Male
63,826
Single
0
PhD
Self-Employed
18.844499
Urban
Premium
2
7
699
8
2024-07-14 15:21:39.083497
null
Yes
Daily
Condo
793
12,638
29
Female
38,982
Married
4
PhD
Employed
28.99382
Suburban
Comprehensive
null
3
618
1
2020-01-29 15:21:39.244069
Poor
No
Daily
Condo
1,039
12,639
22
Female
659
Married
2
PhD
Unemployed
37.777867
Rural
Comprehensive
null
10
391
2
2021-12-10 15:21:39.276901
Average
Yes
Daily
Condo
2,064
12,640
56
Male
20,495
Married
1
High School
Self-Employed
24.669927
Urban
Premium
null
17
643
9
2019-11-21 15:21:39.147735
Poor
No
Rarely
Apartment
996
12,641
33
Female
54,079
Divorced
1
PhD
Unemployed
10.834769
Urban
Basic
0
4
318
6
2024-07-01 15:21:39.134960
Poor
Yes
Rarely
House
40
12,642
21
Male
24,421
Divorced
2
Bachelor's
Self-Employed
8.91212
Rural
Premium
null
19
591
6
2021-08-16 15:21:39.274993
Average
No
Weekly
Condo
1,238
12,643
25
Female
93,972
Single
0
High School
Self-Employed
33.567117
Suburban
Premium
null
15
393
6
2022-11-28 15:21:39.218388
Poor
No
Rarely
Apartment
393
12,644
null
Female
72,620
Divorced
4
Bachelor's
Self-Employed
21.393547
Rural
Basic
3
7
490
3
2023-05-30 15:21:39.092127
Poor
Yes
Daily
Apartment
441
12,645
53
Male
8,096
Divorced
1
Master's
null
38.827357
Suburban
Premium
null
9
662
2
2022-06-12 15:21:39.185215
Average
Yes
Monthly
House
1,614
12,646
35
Male
3,428
Divorced
1
High School
null
16.80354
Urban
Basic
0
12
455
8
2020-11-20 15:21:39.164044
Good
Yes
Rarely
Apartment
323
12,647
25
Female
123,555
Divorced
3
PhD
Unemployed
27.95801
Rural
Comprehensive
2
10
843
7
2023-07-23 15:21:39.273454
Poor
No
Daily
Condo
144
12,648
51
Female
null
Married
0
Master's
null
22.681764
Suburban
Premium
null
4
515
3
2021-12-27 15:21:39.237118
Poor
No
Daily
Apartment
150
12,649
19
Female
12,881
Divorced
2
Master's
Self-Employed
22.73581
Rural
Basic
null
5
809
6
2023-01-11 15:21:39.245086
Poor
Yes
Daily
House
1,746
12,650
56
Male
18,087
Divorced
3
Master's
Unemployed
15.796727
Urban
Premium
1
10
727
7
2021-08-06 15:21:39.170099
Poor
Yes
Monthly
Condo
685
12,651
33
Female
28,408
Married
null
Bachelor's
Employed
38.543294
Urban
Basic
null
13
831
1
2024-02-27 15:21:39.091080
Average
No
Monthly
Apartment
1,332
12,652
20
Female
101,981
Married
3
Master's
Unemployed
23.557988
Rural
Comprehensive
null
19
488
1
2023-08-26 15:21:39.155231
Average
No
Daily
House
393
12,653
27
Female
80,030
Divorced
2
Master's
null
9.711648
Rural
Comprehensive
1
6
422
3
2020-03-04 15:21:39.192212
Good
Yes
Daily
House
434
12,654
59
Female
24,294
Single
0
High School
Self-Employed
41.127881
Urban
Basic
null
19
845
5
2020-01-10 15:21:39.217387
null
No
Monthly
House
476
12,655
61
Female
73,984
Married
0
PhD
null
19.739832
Suburban
Basic
3
6
472
8
2021-09-08 15:21:39.155231
Poor
No
Monthly
Apartment
2,345
12,656
57
Male
44,873
Married
2
Bachelor's
Self-Employed
45.221337
Rural
Comprehensive
1
10
556
9
2023-10-16 15:21:39.237118
Average
No
Rarely
Condo
875
12,657
24
Male
18,008
Single
2
PhD
Unemployed
37.72634
Rural
Premium
0
15
718
9
2022-04-21 15:21:39.150730
Good
No
Weekly
Apartment
2,134
12,658
64
Male
20,312
Single
4
PhD
Self-Employed
12.873309
Suburban
Premium
null
14
300
8
2023-01-18 15:21:39.282785
Poor
No
Weekly
House
946
12,659
44
Female
null
Single
2
High School
Self-Employed
10.739249
Suburban
Comprehensive
1
13
404
5
2022-02-10 15:21:39.223901
Average
Yes
Monthly
House
150
12,660
24
Female
35,859
Single
1
Master's
Self-Employed
18.783856
Suburban
Premium
0
11
577
1
2021-10-23 15:21:39.134960
Average
Yes
Weekly
Condo
1,183
12,661
64
Male
92,514
Married
3
PhD
Self-Employed
37.164933
Suburban
Comprehensive
null
4
541
1
2019-11-06 15:21:39.176717
Good
Yes
Monthly
House
2,063
12,662
21
Female
43,463
Single
4
PhD
Employed
15.834652
Urban
Basic
0
4
658
6
2020-12-15 15:21:39.251142
Average
Yes
Monthly
Condo
744
12,663
19
Male
126,732
null
4
Master's
Unemployed
26.601623
Rural
Comprehensive
3
9
549
8
2019-11-14 15:21:39.290098
Average
No
Weekly
Apartment
3,938
12,664
60
Female
12,962
Divorced
1
Master's
Employed
42.918628
Rural
Premium
null
14
null
9
2021-08-28 15:21:39.224915
Average
No
Monthly
Condo
1,034
12,665
62
Female
57,877
Married
1
Master's
null
49.396917
Suburban
Premium
1
12
764
7
2020-05-13 15:21:39.134960
Average
Yes
Daily
Condo
397
12,666
24
Male
null
Married
1
PhD
Employed
26.594089
Urban
Basic
null
0
492
3
2021-02-27 15:21:39.282785
Good
Yes
Daily
Condo
34
12,667
52
Female
28,962
Divorced
2
PhD
Employed
39.737102
Rural
Basic
null
6
838
1
2023-06-17 15:21:39.134960
Poor
Yes
Monthly
Apartment
543
12,668
64
Male
29,892
Married
1
High School
Unemployed
23.865935
Rural
Premium
0
7
552
7
2020-05-04 15:21:39.229482
Average
No
Daily
House
365
12,669
48
Male
65,805
Divorced
2
High School
Self-Employed
17.277922
Urban
Basic
null
11
363
3
2019-09-04 15:21:39.132191
Average
No
Daily
House
533
12,670
59
Male
20,429
Married
4
PhD
Unemployed
21.928398
Suburban
Comprehensive
1
16
586
9
2021-12-20 15:21:39.223901
Poor
Yes
Monthly
Apartment
1,863
12,671
29
Male
105,580
Married
4
PhD
Self-Employed
21.871507
Suburban
Basic
0
4
711
4
2021-03-11 15:21:39.179186
Good
Yes
Rarely
Condo
50
12,672
24
Male
62,481
Married
4
Master's
Employed
15.577615
Urban
Premium
0
12
388
9
2021-04-24 15:21:39.134960
null
No
Rarely
Condo
1,277
12,673
53
Female
3,416
Single
1
Bachelor's
Unemployed
37.967977
Urban
Comprehensive
null
1
588
2
2022-04-01 15:21:39.278402
Good
No
Rarely
House
3,936
12,674
61
Male
18,031
Divorced
2
Bachelor's
null
47.966192
Suburban
Basic
0
7
806
1
2019-12-23 15:21:39.122134
Average
No
Rarely
Condo
1,691
12,675
36
Female
7,087
Married
null
High School
Self-Employed
45.868267
Suburban
Premium
null
11
null
9
2022-04-05 15:21:39.155231
Good
Yes
Weekly
House
899
12,676
22
Female
24,222
Divorced
2
High School
Self-Employed
39.827728
Suburban
Premium
null
9
821
1
2020-07-03 15:21:39.155231
Average
Yes
Daily
House
34
12,677
27
Male
53,468
Divorced
null
Master's
null
null
Urban
Premium
2
11
null
2
2020-02-25 15:21:39.205850
null
No
Daily
Condo
535
12,678
27
Female
18,641
Married
4
High School
null
25.539181
Rural
Premium
0
8
843
6
2022-01-09 15:21:39.281787
Average
Yes
Weekly
House
174
12,679
45
Female
92,645
Divorced
4
High School
Employed
32.944148
Urban
Premium
2
18
459
7
2022-09-13 15:21:39.175719
Average
No
Rarely
House
2,418
12,680
50
Female
4,510
Married
1
PhD
Unemployed
null
Urban
Comprehensive
0
7
479
8
2023-11-10 15:21:39.134960
null
Yes
Rarely
Condo
577
12,681
20
Female
53,636
Divorced
3
High School
null
38.897229
Suburban
Comprehensive
3
16
534
6
2022-11-17 15:21:39.270454
Poor
Yes
Daily
Condo
2,175
12,682
24
Female
9,051
Married
2
Bachelor's
Self-Employed
40.893588
Rural
Premium
null
11
575
3
2019-12-19 15:21:39.134960
Average
Yes
Rarely
Apartment
447
12,683
62
Male
68,890
Divorced
1
PhD
Unemployed
6.45478
Rural
Basic
0
6
473
8
2021-03-30 15:21:39.083497
Good
No
Weekly
Apartment
2,725
12,684
53
Female
17,097
Single
0
High School
null
49.82801
Urban
Basic
0
1
816
8
2022-09-04 15:21:39.134960
Average
Yes
Daily
Condo
381
12,685
54
Female
4,845
Divorced
4
Master's
Self-Employed
12.151802
Urban
Basic
0
2
352
5
2021-07-27 15:21:39.245086
Average
Yes
Monthly
House
769
12,686
58
Male
11,060
Divorced
4
PhD
null
18.096937
Suburban
Premium
1
0
626
2
2020-02-28 15:21:39.134960
Poor
No
Monthly
Condo
1,258
12,687
63
Female
9,894
Divorced
3
PhD
null
null
Rural
Comprehensive
0
6
null
4
2020-12-08 15:21:39.237118
Poor
Yes
Weekly
Condo
657
12,688
57
Male
506
Single
3
PhD
Unemployed
43.319887
Urban
Comprehensive
2
16
null
8
2023-03-20 15:21:39.089116
Average
No
Daily
Apartment
2,161
12,689
32
Female
44,619
Single
4
High School
Unemployed
36.593131
Suburban
Premium
null
0
522
7
2021-01-25 15:21:39.155231
Average
No
Daily
Condo
643
12,690
45
Female
22,779
Married
4
Bachelor's
null
30.788683
Rural
Premium
null
9
744
7
2021-07-17 15:21:39.246098
Poor
Yes
Weekly
Apartment
669
12,691
56
Male
14,260
Married
3
Master's
Employed
23.331588
Suburban
Premium
1
5
508
6
2019-10-17 15:21:39.246098
Average
No
Weekly
Condo
788
12,692
51
Female
24,388
Married
3
PhD
Unemployed
33.676903
Suburban
Comprehensive
0
3
703
7
2020-12-17 15:21:39.094752
Average
No
Weekly
House
1,137
12,693
25
Female
11,970
Divorced
null
Bachelor's
Self-Employed
46.766152
Urban
Comprehensive
null
11
686
1
2020-09-07 15:21:39.102694
Poor
Yes
Rarely
House
1,151
12,694
48
Male
5,942
Married
null
High School
Self-Employed
13.744977
Urban
Basic
0
16
549
2
2020-07-07 15:21:39.204790
Poor
No
Monthly
Condo
2,869
12,695
50
Female
2,023
Divorced
4
PhD
Self-Employed
25.997504
Urban
Basic
0
6
562
9
2020-01-16 15:21:39.254678
Good
No
Monthly
Condo
2,233
12,696
38
Female
null
Married
2
High School
Employed
33.633851
Suburban
Comprehensive
0
12
508
7
2020-06-06 15:21:39.130190
Poor
Yes
Daily
House
3,200
12,697
48
Male
14,094
Divorced
0
Bachelor's
null
4.094496
Rural
Premium
0
1
461
8
2024-01-15 15:21:39.093681
Average
Yes
Rarely
Condo
1,048
12,698
44
Male
3,076
Divorced
2
Master's
Employed
48.65831
Urban
Premium
0
11
592
6
2023-09-25 15:21:39.134960
null
Yes
Rarely
House
1,216
12,699
49
Female
8,054
Single
3
High School
Self-Employed
11.170802
Suburban
Premium
1
17
626
5
2022-04-07 15:21:39.237118
Average
Yes
Weekly
House
735