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
1,180,400
61
Male
14,082
Married
2
Master's
null
17.846166
Urban
Basic
2
8
604
8
2022-01-01 15:21:39.081504
Average
Yes
Daily
Apartment
441
1,180,401
28
Female
17,375
Married
4
High School
Unemployed
27.290826
Rural
Basic
1
14
null
3
2022-12-17 15:21:39.155231
Good
No
Rarely
House
654
1,180,402
30
Male
5,876
Single
3
PhD
Self-Employed
12.471385
Urban
Basic
1
6
800
6
2020-03-06 15:21:39.244069
Poor
Yes
Daily
Apartment
2,374
1,180,403
39
Female
2,862
Single
2
PhD
Employed
23.133831
Urban
Premium
0
14
403
4
2024-06-03 15:21:39.134960
Good
No
Monthly
Apartment
794
1,180,404
32
Male
39,139
Single
1
Bachelor's
null
14.479562
Rural
Premium
null
6
null
7
2021-01-01 15:21:39.088124
Good
No
Rarely
Condo
812
1,180,405
46
Male
17,111
Divorced
0
Master's
Self-Employed
8.793912
Suburban
Premium
1
17
null
7
2024-02-08 15:21:39.155231
Poor
No
Rarely
House
1,192
1,180,406
59
Female
null
null
3
Bachelor's
Self-Employed
20.251117
Suburban
Premium
1
3
779
9
2021-10-08 15:21:39.246098
null
No
Daily
Apartment
2,631
1,180,407
61
Male
62,939
Single
3
Bachelor's
null
25.582995
Rural
Comprehensive
4
16
781
9
2020-10-26 15:21:39.244069
null
No
Daily
Apartment
766
1,180,408
29
Male
6,973
Divorced
2
PhD
Self-Employed
16.547229
Urban
Basic
0
5
431
5
2020-11-26 15:21:39.126661
Average
Yes
Monthly
Condo
69
1,180,409
26
Female
28,922
Married
0
Bachelor's
Employed
22.908465
Suburban
Premium
1
9
533
2
2019-10-19 15:21:39.260856
Good
No
Rarely
Apartment
270
1,180,410
47
Male
17,095
Divorced
4
Bachelor's
Employed
26.574677
Rural
Basic
0
6
498
9
2023-01-11 15:21:39.256696
Poor
No
Rarely
House
828
1,180,411
41
Female
6,283
Married
0
High School
Unemployed
7.878274
Urban
Basic
null
6
688
5
2023-12-21 15:21:39.134960
Good
Yes
Rarely
Condo
49
1,180,412
51
Male
35,113
Married
3
High School
null
null
Urban
Comprehensive
2
4
788
6
2023-05-01 15:21:39.096739
Average
No
Weekly
Condo
488
1,180,413
64
Male
null
Divorced
3
High School
null
39.71937
Suburban
Basic
3
0
458
5
2022-10-17 15:21:39.134960
Poor
Yes
Monthly
Condo
1,438
1,180,414
33
Female
2,748
Married
2
Bachelor's
Unemployed
4.33796
Rural
Basic
2
18
833
3
2022-02-01 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,011
1,180,415
41
Male
39,083
Married
1
Master's
Employed
27.084622
Rural
Comprehensive
0
11
621
1
2022-01-06 15:21:39.285112
Poor
Yes
Daily
Condo
533
1,180,416
59
Female
27,349
Married
1
Bachelor's
Employed
32.85748
Urban
Premium
null
14
636
2
2024-07-22 15:21:39.134960
Good
No
Monthly
House
100
1,180,417
31
Male
607
Single
4
PhD
Self-Employed
25.865974
Rural
Comprehensive
null
16
504
6
2024-01-21 15:21:39.155231
null
No
Daily
Condo
827
1,180,418
32
Female
null
Single
2
High School
Unemployed
16.95747
Suburban
Premium
null
5
818
4
2020-01-09 15:21:39.237118
Poor
No
Monthly
Condo
101
1,180,419
26
Male
46,959
Single
3
Master's
null
15.099133
Urban
Comprehensive
0
3
665
5
2023-10-10 15:21:39.287115
Good
Yes
Weekly
Apartment
113
1,180,420
58
Female
70,536
Divorced
3
PhD
Unemployed
22.987818
Rural
Comprehensive
0
13
645
7
2023-01-07 15:21:39.287115
Poor
Yes
Rarely
Apartment
110
1,180,421
53
Female
47,957
Married
1
Master's
null
10.567131
Rural
Premium
null
2
303
9
2021-09-13 15:21:39.204790
Average
No
Rarely
Apartment
1,276
1,180,422
59
Female
20,276
Divorced
0
High School
Employed
25.337904
Urban
Comprehensive
0
3
657
7
2023-07-12 15:21:39.273973
Poor
No
Weekly
Apartment
644
1,180,423
46
Male
24,986
Divorced
3
Bachelor's
Employed
20.754055
Rural
Comprehensive
1
18
568
6
2023-09-03 15:21:39.154008
Average
Yes
Rarely
Apartment
1,748
1,180,424
51
Male
36,287
Married
0
PhD
Self-Employed
16.241811
Urban
Premium
1
11
689
4
2023-12-21 15:21:39.134960
Poor
No
Weekly
Apartment
871
1,180,425
49
Male
6,931
Married
1
Master's
Self-Employed
13.679947
Rural
Basic
0
8
596
7
2021-05-23 15:21:39.155231
Good
No
Monthly
House
727
1,180,426
53
Female
57,939
Single
2
PhD
null
23.068388
Suburban
Basic
1
9
543
7
2023-08-24 15:21:39.221386
Poor
No
Weekly
Condo
291
1,180,427
44
Male
18,759
Single
1
Master's
Employed
29.813874
Suburban
Premium
null
18
532
5
2022-11-16 15:21:39.121169
Poor
No
Weekly
House
1,263
1,180,428
53
Male
6,958
Divorced
2
Bachelor's
null
null
Urban
Comprehensive
null
8
564
8
2021-02-03 15:21:39.274993
Good
No
Monthly
Condo
1,127
1,180,429
33
Female
20,254
Divorced
4
Master's
Employed
33.976408
Urban
Comprehensive
null
6
779
5
2022-07-18 15:21:39.102694
Good
No
Rarely
Apartment
816
1,180,430
47
Female
17,192
Divorced
3
PhD
Self-Employed
32.038133
Urban
Premium
0
5
null
4
2021-10-22 15:21:39.217387
Poor
Yes
Rarely
House
675
1,180,431
21
Male
12,142
Single
2
Master's
Employed
24.918741
Suburban
Premium
1
2
574
7
2022-04-23 15:21:39.100695
Poor
No
Daily
Apartment
3,782
1,180,432
19
Female
null
Divorced
0
High School
Unemployed
8.064504
Rural
Premium
null
7
438
2
2020-09-12 15:21:39.216387
null
Yes
Monthly
House
1,114
1,180,433
55
Female
null
Single
4
High School
null
45.492273
Rural
Comprehensive
1
14
609
9
2022-09-23 15:21:39.133866
Poor
Yes
Rarely
House
311
1,180,434
35
Male
26,471
Divorced
2
High School
null
25.895868
Urban
Comprehensive
2
4
null
6
2020-11-27 15:21:39.112553
Good
Yes
Monthly
House
2,796
1,180,435
32
Female
59,342
Married
1
High School
Employed
10.958153
Urban
Comprehensive
null
19
555
2
2024-02-11 15:21:39.226954
Average
Yes
Weekly
Condo
248
1,180,436
30
Male
17,880
Divorced
2
PhD
null
14.959408
Suburban
Premium
0
1
667
2
2021-01-23 15:21:39.194829
Good
No
Weekly
Condo
603
1,180,437
23
Male
9,060
Single
0
High School
Self-Employed
26.365868
Suburban
Premium
1
9
837
3
2022-04-10 15:21:39.283783
Good
Yes
Daily
House
91
1,180,438
24
Female
9,894
Married
1
Master's
Employed
34.928663
Suburban
Basic
0
14
786
9
2023-01-20 15:21:39.155231
Average
Yes
Rarely
Apartment
643
1,180,439
28
Female
22,156
Divorced
0
Bachelor's
Unemployed
19.094346
Suburban
Premium
2
2
null
6
2022-07-10 15:21:39.152732
Good
No
Daily
House
1,445
1,180,440
21
Male
3,555
Married
0
PhD
Employed
21.263437
Rural
Basic
2
6
711
8
2023-03-31 15:21:39.118178
Average
No
Rarely
House
715
1,180,441
47
Female
12,894
Single
0
Bachelor's
Unemployed
43.819558
Rural
Comprehensive
null
19
845
3
2023-03-26 15:21:39.191219
Average
No
Daily
Apartment
1,137
1,180,442
36
Male
52,839
Single
1
PhD
Unemployed
35.829054
Urban
Premium
3
1
463
8
2022-08-05 15:21:39.288099
Good
No
Rarely
House
2,479
1,180,443
50
Female
3,414
Married
1
PhD
null
47.642987
Urban
Premium
0
12
491
2
2023-06-15 15:21:39.174719
Poor
Yes
Daily
House
498
1,180,444
62
Male
12,327
Single
4
Master's
Unemployed
36.167775
Urban
Basic
null
8
334
7
2019-12-25 15:21:39.172097
Average
No
Weekly
Condo
2,891
1,180,445
47
Male
23,648
Single
3
PhD
null
15.164426
Rural
Premium
null
5
null
6
2023-02-21 15:21:39.244069
null
No
Monthly
Apartment
478
1,180,446
59
Male
3,837
Single
2
High School
null
29.663424
Suburban
Comprehensive
1
7
484
7
2024-04-01 15:21:39.237118
Good
No
Daily
Condo
1,658
1,180,447
45
Male
8,791
Divorced
null
PhD
Self-Employed
21.769691
Rural
Basic
null
11
546
1
2021-05-23 15:21:39.181605
Poor
Yes
Daily
Apartment
607
1,180,448
34
Female
29,795
Divorced
3
PhD
null
49.618326
Suburban
Basic
0
10
736
7
2023-03-20 15:21:39.087123
Poor
Yes
Monthly
Apartment
1,144
1,180,449
33
Female
30,497
Married
0
Bachelor's
Self-Employed
27.991217
Suburban
Comprehensive
0
16
451
1
2021-12-15 15:21:39.134960
Good
No
Rarely
House
759
1,180,450
54
Female
8,098
Single
4
Master's
null
7.094522
Urban
Basic
1
14
565
1
2023-03-01 15:21:39.210805
Poor
Yes
Rarely
Apartment
1,476
1,180,451
48
Female
24,299
Divorced
2
Master's
Employed
43.638239
Rural
Comprehensive
null
14
461
8
2023-02-16 15:21:39.112553
Average
No
Rarely
Apartment
583
1,180,452
59
Male
39,467
Divorced
3
Bachelor's
Self-Employed
21.317841
Urban
Basic
null
0
null
2
2022-05-08 15:21:39.166062
Good
Yes
Daily
Apartment
1,320
1,180,453
22
Female
28,687
Single
2
PhD
Unemployed
49.266615
Rural
Comprehensive
null
19
534
8
2020-01-26 15:21:39.134960
Average
No
Rarely
Apartment
749
1,180,454
19
Female
26,435
Divorced
4
Master's
Self-Employed
17.830542
Suburban
Comprehensive
2
15
657
9
2023-07-12 15:21:39.155231
Average
Yes
Monthly
Condo
515
1,180,455
49
Female
31,573
Single
4
Bachelor's
Employed
11.885321
Urban
Basic
0
16
796
9
2022-09-16 15:21:39.255696
Poor
No
Daily
Condo
847
1,180,456
34
Male
34,108
Single
2
High School
null
42.67207
Suburban
Comprehensive
null
17
551
6
2021-03-24 15:21:39.091080
Poor
No
Weekly
Condo
559
1,180,457
20
Male
7,881
Divorced
1
High School
Employed
14.947137
Rural
Basic
null
1
772
3
2022-05-04 15:21:39.134960
Poor
Yes
Monthly
House
565
1,180,458
51
Male
7,925
Married
1
High School
Employed
14.769544
Suburban
Premium
null
6
758
4
2020-12-18 15:21:39.084065
Average
Yes
Daily
Apartment
1,217
1,180,459
18
Female
20,115
Married
0
PhD
null
25.489947
Urban
Basic
null
12
707
5
2023-02-02 15:21:39.202448
Average
No
Monthly
Apartment
997
1,180,460
36
Male
85,960
Single
3
PhD
null
36.817848
Suburban
Premium
2
0
729
9
2020-03-12 15:21:39.289099
Average
No
Rarely
Apartment
20
1,180,461
51
Female
5,871
Divorced
2
PhD
Unemployed
16.649713
Urban
Premium
1
16
542
5
2023-02-21 15:21:39.134960
Poor
No
Rarely
Apartment
757
1,180,462
63
Female
5,860
Married
1
PhD
Unemployed
39.244908
Rural
Comprehensive
1
11
518
6
2021-08-10 15:21:39.233485
Average
Yes
Daily
House
922
1,180,463
18
Female
111,028
Married
0
Bachelor's
Employed
46.357065
Suburban
Premium
0
13
589
3
2021-02-09 15:21:39.094752
Good
No
Weekly
Condo
381
1,180,464
58
Male
27,442
Single
3
High School
null
10.938848
Urban
Comprehensive
0
13
844
1
2023-04-21 15:21:39.098696
Poor
Yes
Monthly
Condo
1,117
1,180,465
43
Female
75,588
Divorced
2
Bachelor's
Self-Employed
35.967325
Rural
Basic
0
0
635
8
2023-07-26 15:21:39.155231
Good
Yes
Monthly
House
150
1,180,466
43
Male
6,529
Divorced
4
PhD
Employed
null
Suburban
Basic
1
7
537
7
2021-10-31 15:21:39.230483
Average
No
Monthly
Condo
1,018
1,180,467
49
Female
7,072
Divorced
0
High School
Employed
45.845835
Urban
Basic
null
8
688
3
2020-12-07 15:21:39.172097
Average
No
Monthly
Apartment
538
1,180,468
18
Female
12,056
Single
0
Bachelor's
null
24.923552
Rural
Basic
1
2
639
6
2021-04-09 15:21:39.092127
Good
Yes
Daily
Condo
1,477
1,180,469
37
Female
15,762
Married
1
Bachelor's
Unemployed
23.660623
Urban
Premium
0
19
424
2
2021-10-10 15:21:39.085129
Good
No
Monthly
Apartment
40
1,180,470
52
Female
3,972
Single
4
Bachelor's
null
null
Urban
Basic
null
11
613
1
2021-08-05 15:21:39.118178
Poor
Yes
Monthly
Apartment
508
1,180,471
19
Male
87,682
Married
4
Master's
Unemployed
9.333597
Urban
Comprehensive
null
14
345
6
2022-05-10 15:21:39.104139
Good
Yes
Rarely
Condo
945
1,180,472
null
Female
52,837
Married
0
PhD
Employed
51.953403
Urban
Comprehensive
2
4
312
6
2022-01-09 15:21:39.175719
Average
No
Monthly
Apartment
1,113
1,180,473
34
Male
36,556
Single
null
PhD
Unemployed
30.726262
Rural
Premium
1
14
741
2
2023-09-07 15:21:39.193945
Average
No
Monthly
Condo
852
1,180,474
34
Female
46,279
Single
4
High School
Unemployed
50.638017
Urban
Comprehensive
null
7
null
9
2021-04-10 15:21:39.272456
Average
Yes
Weekly
House
1,461
1,180,475
57
Male
9,690
Single
3
Master's
Employed
32.980195
Rural
Comprehensive
1
5
595
2
2023-01-18 15:21:39.205850
Average
Yes
Daily
Condo
311
1,180,476
26
Female
29,351
Single
3
Master's
Self-Employed
null
Suburban
Comprehensive
null
18
634
3
2023-07-30 15:21:39.169102
null
No
Rarely
Apartment
713
1,180,477
42
Male
71,589
Married
null
Bachelor's
null
24.919107
Suburban
Premium
0
13
349
8
2020-02-01 15:21:39.273973
Average
No
Monthly
Apartment
964
1,180,478
54
Male
29,350
Divorced
1
Bachelor's
null
15.923493
Urban
Premium
null
15
589
7
2021-05-06 15:21:39.134960
Good
Yes
Weekly
Condo
714
1,180,479
29
Male
132,903
Single
0
High School
Unemployed
null
Urban
Basic
null
19
484
7
2022-09-08 15:21:39.134960
Good
No
Weekly
Condo
1,511
1,180,480
27
Male
134,594
Divorced
null
Master's
Self-Employed
36.885983
Suburban
Premium
1
0
469
1
2022-04-23 15:21:39.254678
Average
No
Weekly
House
368
1,180,481
18
Female
18,062
Single
4
High School
null
26.755714
Rural
Premium
0
19
607
6
2022-12-04 15:21:39.190215
Average
Yes
Weekly
Apartment
832
1,180,482
23
Female
null
Single
3
Master's
Employed
10.127436
Urban
Basic
0
9
328
6
2024-03-13 15:21:39.102694
Average
No
Daily
House
882
1,180,483
18
Female
15,585
Divorced
2
Bachelor's
Unemployed
18.983146
Suburban
Comprehensive
0
14
694
6
2023-11-22 15:21:39.112553
Poor
No
Daily
House
795
1,180,484
19
Female
898
Married
0
High School
null
24.7207
Urban
Premium
2
18
481
1
2022-07-12 15:21:39.134960
Poor
No
Daily
Apartment
1,581
1,180,485
30
Female
38,298
Single
0
Master's
null
42.977231
Rural
Comprehensive
null
14
696
1
2022-05-16 15:21:39.090124
Average
Yes
Rarely
House
1,740
1,180,486
57
Female
15,401
Divorced
null
PhD
Employed
26.67956
Urban
Basic
1
0
696
3
2024-05-08 15:21:39.246098
Poor
No
Rarely
Condo
3,400
1,180,487
56
Female
83,438
Married
0
PhD
Unemployed
40.29684
Urban
Premium
1
5
426
2
2022-04-11 15:21:39.194829
Poor
No
Daily
Apartment
740
1,180,488
39
Female
43,924
Single
3
High School
null
25.381189
Rural
Comprehensive
0
14
779
1
2023-03-03 15:21:39.126661
Average
No
Rarely
Condo
1,102
1,180,489
38
Female
5,867
Married
3
Bachelor's
Employed
34.920411
Rural
Premium
5
11
596
8
2020-09-26 15:21:39.172097
Poor
No
Monthly
Apartment
1,842
1,180,490
49
Male
3,680
Divorced
2
Bachelor's
Self-Employed
null
Suburban
Basic
null
9
null
4
2021-04-21 15:21:39.219432
Average
No
Daily
House
2,780
1,180,491
40
Male
10,086
Married
4
PhD
Employed
20.816588
Suburban
Comprehensive
0
17
658
9
2023-04-12 15:21:39.091080
Average
Yes
Weekly
Apartment
514
1,180,492
38
Female
37,374
Single
null
Master's
Self-Employed
33.456033
Suburban
Basic
0
12
719
6
2023-02-11 15:21:39.132191
Good
Yes
Weekly
House
2,553
1,180,493
38
Male
16,076
Divorced
null
PhD
Self-Employed
32.722952
Urban
Comprehensive
2
8
null
3
2023-11-14 15:21:39.250151
Poor
Yes
Weekly
Condo
1,231
1,180,494
40
Female
79,218
Divorced
1
Bachelor's
Unemployed
47.965472
Rural
Premium
1
16
792
9
2021-04-02 15:21:39.112553
Good
No
Monthly
House
364
1,180,495
40
Female
63,912
Single
3
High School
Unemployed
15.63724
Urban
Basic
2
15
null
1
2023-10-27 15:21:39.086123
Poor
No
Weekly
Apartment
226
1,180,496
18
Female
7,504
Married
4
Bachelor's
Unemployed
9.945359
Suburban
Basic
1
18
806
1
2024-04-29 15:21:39.289099
Average
Yes
Rarely
Apartment
1,516
1,180,497
19
Female
23,564
Divorced
0
PhD
Employed
27.933863
Rural
Premium
null
10
389
4
2021-04-23 15:21:39.229482
Poor
Yes
Monthly
Condo
1,111
1,180,498
36
Male
545
Married
3
PhD
Unemployed
20.280137
Suburban
Premium
0
18
577
8
2023-04-17 15:21:39.155231
Poor
No
Daily
Condo
3,425
1,180,499
26
Male
27,959
Married
4
PhD
Self-Employed
39.814052
Urban
Premium
0
3
431
2
2022-05-10 15:21:39.121169
Average
No
Rarely
House
272