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
17,400
28
Male
118,528
null
0
PhD
null
36.671849
Suburban
Basic
null
6
698
6
2022-08-20 15:21:39.170099
Good
No
Rarely
House
2,126
17,401
23
Female
6,071
Divorced
3
PhD
Unemployed
null
Suburban
Basic
null
3
818
9
2023-03-21 15:21:39.282785
Average
No
Daily
Condo
581
17,402
29
Male
5,529
Single
1
Bachelor's
Unemployed
41.784063
Rural
Basic
2
11
810
5
2022-08-08 15:21:39.237118
Poor
Yes
Monthly
Condo
487
17,403
58
Male
35,644
Single
null
Master's
Self-Employed
38.914888
Suburban
Comprehensive
3
1
827
1
2019-09-21 15:21:39.237118
Poor
No
Rarely
Apartment
1,801
17,404
48
Female
7,988
Divorced
2
PhD
Unemployed
16.398712
Urban
Basic
1
16
543
3
2024-02-19 15:21:39.258696
Poor
No
Rarely
House
2,082
17,405
60
Male
43,869
Divorced
4
High School
Employed
29.477972
Urban
Basic
3
14
584
9
2021-05-30 15:21:39.102694
null
No
Weekly
Apartment
3,505
17,406
30
Male
143,537
Divorced
2
Bachelor's
Employed
15.883973
Rural
Premium
0
10
503
5
2020-03-04 15:21:39.173834
Good
Yes
Rarely
House
283
17,407
null
Female
93,851
Single
1
Master's
Unemployed
null
Urban
Basic
null
9
393
3
2024-01-27 15:21:39.232526
Poor
No
Weekly
House
1,294
17,408
34
Male
26,889
Divorced
3
High School
Self-Employed
29.917703
Rural
Comprehensive
null
8
718
3
2020-03-12 15:21:39.087123
Poor
No
Monthly
Apartment
38
17,409
58
Female
30,964
Married
2
Master's
Unemployed
40.245721
Rural
Premium
0
10
562
5
2023-07-25 15:21:39.167099
Good
No
Daily
Condo
1,188
17,410
20
Female
35,725
Married
1
Bachelor's
Employed
32.67005
Rural
Comprehensive
1
15
668
8
2022-02-12 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,034
17,411
48
Female
30,804
Single
1
PhD
null
10.744942
Urban
Basic
null
11
695
3
2021-07-10 15:21:39.186212
Poor
Yes
Daily
House
1,752
17,412
64
Male
33,307
Single
4
Bachelor's
null
32.378675
Rural
Basic
2
17
null
2
2024-02-16 15:21:39.265513
Average
Yes
Weekly
Condo
1,607
17,413
41
Female
17,982
Married
0
PhD
Unemployed
36.927922
Rural
Comprehensive
1
13
573
2
2019-12-21 15:21:39.231531
Poor
Yes
Daily
Condo
1,102
17,414
38
Male
124,466
Single
3
Master's
Self-Employed
32.288836
Suburban
Comprehensive
1
4
420
2
2019-11-23 15:21:39.276901
Good
No
Rarely
Condo
1,261
17,415
61
Female
35,608
Single
4
PhD
null
11.869044
Suburban
Premium
1
9
637
7
2020-08-22 15:21:39.123711
Good
No
Rarely
House
1,312
17,416
51
Female
8,881
Married
4
PhD
Employed
null
Rural
Premium
null
19
590
4
2021-09-09 15:21:39.237118
Good
Yes
Daily
Apartment
26
17,417
37
Male
132,218
Single
2
Master's
Self-Employed
22.273069
Urban
Basic
null
14
328
4
2023-08-01 15:21:39.236064
Good
Yes
Daily
Condo
1,726
17,418
24
Female
91,687
Single
2
Master's
Employed
39.928296
Rural
Premium
0
5
445
4
2021-04-07 15:21:39.132191
Average
Yes
Rarely
Apartment
1,595
17,419
22
Male
91,328
Divorced
1
Master's
Employed
32.813556
Suburban
Comprehensive
0
8
431
3
2021-11-18 15:21:39.244069
null
No
Monthly
Apartment
1,462
17,420
35
Female
5,819
null
3
High School
Unemployed
11.2711
Rural
Comprehensive
null
19
623
7
2023-05-29 15:21:39.237118
Poor
Yes
Weekly
House
1,726
17,421
42
Female
25,155
Divorced
2
Bachelor's
null
24.988443
Suburban
Basic
null
15
761
1
2022-05-23 15:21:39.237118
Good
No
Rarely
Apartment
658
17,422
27
Male
38,325
Divorced
3
PhD
Employed
null
Urban
Premium
0
18
null
7
2020-06-19 15:21:39.246098
Good
Yes
Daily
Condo
1,059
17,423
52
Male
11,267
Divorced
null
PhD
Unemployed
17.861683
Suburban
Comprehensive
1
18
783
2
2023-12-06 15:21:39.090124
Average
No
Rarely
House
632
17,424
23
Female
16,274
Married
2
High School
Unemployed
16.584992
Rural
Comprehensive
1
1
713
1
2020-07-09 15:21:39.226954
Average
No
Daily
Condo
1,223
17,425
41
Female
5,510
Single
0
PhD
null
15.382019
Urban
Premium
3
5
591
1
2019-09-02 15:21:39.123711
Poor
No
Monthly
Condo
1,836
17,426
36
Male
1,839
Married
4
PhD
null
null
Suburban
Comprehensive
2
10
775
1
2022-04-01 15:21:39.286113
Average
Yes
Daily
House
681
17,427
46
Male
99,859
Divorced
2
PhD
Employed
34.175916
Urban
Premium
1
7
434
8
2021-03-13 15:21:39.155231
Poor
Yes
Daily
Apartment
3,116
17,428
55
Male
6,860
Single
2
High School
null
26.829638
Suburban
Premium
null
16
837
8
2019-11-08 15:21:39.109552
Poor
No
Daily
Condo
1,056
17,429
45
Female
92,458
Married
0
Master's
Employed
9.070825
Urban
Basic
1
4
419
1
2021-12-29 15:21:39.250151
Poor
Yes
Rarely
Condo
2,678
17,430
31
Male
45,972
Divorced
1
Bachelor's
Self-Employed
7.063671
Suburban
Premium
1
19
589
7
2023-04-16 15:21:39.205850
Average
Yes
Rarely
House
1,288
17,431
62
Male
44,700
Married
0
Master's
Employed
21.967609
Rural
Premium
2
12
691
6
2023-07-30 15:21:39.290098
Poor
Yes
Daily
Apartment
1,345
17,432
44
Male
3,729
Single
4
High School
Self-Employed
35.241308
Suburban
Basic
4
14
null
7
2020-01-19 15:21:39.222387
Good
Yes
Daily
House
486
17,433
57
Male
51,668
Single
0
Master's
Unemployed
28.932304
Rural
Premium
null
11
593
1
2022-01-31 15:21:39.213373
Poor
Yes
Weekly
House
381
17,434
37
Male
56,484
Divorced
2
High School
null
36.865366
Suburban
Premium
null
16
419
9
2024-01-20 15:21:39.088124
Good
No
Monthly
Apartment
419
17,435
61
Male
8,863
Married
4
High School
Self-Employed
29.907716
Rural
Basic
null
1
798
9
2024-03-21 15:21:39.244069
Poor
No
Rarely
Condo
626
17,436
50
Female
2,663
Single
2
Master's
Self-Employed
26.837156
Rural
Comprehensive
2
15
661
4
2022-03-25 15:21:39.155231
null
No
Rarely
Apartment
441
17,437
44
Female
18,391
Married
4
PhD
null
21.268978
Urban
Premium
2
13
786
5
2021-11-07 15:21:39.155231
Good
No
Daily
Condo
657
17,438
35
Male
718
Single
0
Bachelor's
Self-Employed
44.620602
Urban
Comprehensive
2
11
null
4
2022-06-20 15:21:39.209847
Good
No
Weekly
Condo
100
17,439
36
Male
54,026
Married
0
PhD
Employed
33.60242
Urban
Premium
0
4
432
5
2023-07-09 15:21:39.233998
Average
No
Weekly
Condo
703
17,440
21
Female
28,791
Single
1
High School
Self-Employed
25.71918
Rural
Basic
1
18
519
3
2024-05-22 15:21:39.274993
Good
Yes
Weekly
Apartment
675
17,441
52
Female
27,084
Married
0
Bachelor's
Employed
9.766799
Rural
Premium
1
10
804
1
2022-04-24 15:21:39.081504
Average
No
Monthly
House
46
17,442
44
Male
43,854
Married
null
PhD
null
23.078956
Rural
Basic
null
4
null
1
2023-01-01 15:21:39.118178
Good
Yes
Rarely
House
1,614
17,443
30
Male
20,365
Divorced
1
High School
Unemployed
10.534455
Urban
Comprehensive
null
11
635
8
2024-02-12 15:21:39.204790
Good
Yes
Weekly
Apartment
997
17,444
64
Female
29,821
Divorced
3
High School
null
28.908756
Suburban
Basic
null
6
585
9
2020-04-26 15:21:39.185215
Good
Yes
Daily
Condo
298
17,445
31
Female
39,732
Married
3
PhD
Self-Employed
23.673865
Suburban
Comprehensive
null
7
447
2
2023-09-27 15:21:39.085129
Poor
Yes
Weekly
Condo
1,403
17,446
18
Male
12,172
Single
2
Bachelor's
Unemployed
30.535513
Rural
Basic
null
11
301
3
2023-03-05 15:21:39.237118
Poor
No
Daily
Condo
1,298
17,447
25
Female
27,155
Divorced
2
Master's
null
45.06564
Urban
Basic
1
2
566
8
2020-08-23 15:21:39.204790
Poor
No
Rarely
Apartment
2,882
17,448
52
Male
2,784
Single
3
PhD
Self-Employed
21.483825
Rural
Comprehensive
1
11
656
6
2022-03-04 15:21:39.085129
null
Yes
Weekly
Condo
3,381
17,449
52
Female
17,078
Married
4
PhD
Self-Employed
35.051578
Rural
Comprehensive
0
14
788
4
2022-10-27 15:21:39.194829
Good
Yes
Rarely
Apartment
930
17,450
44
Female
5,920
Single
0
PhD
null
4.735361
Rural
Premium
0
14
769
7
2022-07-10 15:21:39.134960
Good
Yes
Monthly
Condo
801
17,451
19
Female
8,818
Single
4
PhD
null
22.281128
Rural
Premium
0
10
535
1
2022-01-06 15:21:39.155231
Poor
Yes
Monthly
House
1,303
17,452
62
Male
2,894
Married
2
Bachelor's
Unemployed
null
Suburban
Basic
1
13
548
7
2022-11-25 15:21:39.214388
Good
No
Monthly
Condo
462
17,453
22
Female
764
Married
3
Master's
Unemployed
21.689789
Suburban
Comprehensive
1
7
741
3
2023-05-05 15:21:39.192212
Good
Yes
Weekly
Apartment
2,161
17,454
56
Female
null
Single
1
PhD
Unemployed
null
Urban
Comprehensive
0
12
638
8
2021-07-03 15:21:39.188220
Good
No
Rarely
Apartment
111
17,455
35
Female
18,391
Married
null
PhD
Unemployed
30.297571
Suburban
Basic
0
3
459
7
2022-01-15 15:21:39.228521
Average
No
Weekly
Apartment
551
17,456
21
Female
36,557
Divorced
2
Bachelor's
Employed
11.121156
Suburban
Premium
0
6
829
2
2020-12-30 15:21:39.166062
Good
Yes
Rarely
Apartment
1,330
17,457
56
Female
7,073
Divorced
3
High School
Self-Employed
3.514743
Rural
Comprehensive
0
0
689
6
2020-11-14 15:21:39.244069
Average
Yes
Monthly
House
724
17,458
35
Female
15,881
Single
4
PhD
Unemployed
31.82328
Suburban
Comprehensive
null
7
571
6
2022-02-13 15:21:39.089116
Average
No
Monthly
Apartment
1,246
17,459
50
Male
7,095
Divorced
0
PhD
null
27.929302
Rural
Comprehensive
1
16
607
4
2020-02-08 15:21:39.253660
Poor
No
Rarely
Apartment
857
17,460
34
Female
49,007
Married
3
PhD
Self-Employed
null
Rural
Comprehensive
0
8
361
7
2022-08-09 15:21:39.180553
Average
Yes
Daily
Apartment
1,405
17,461
56
Male
14,094
Divorced
4
Bachelor's
Unemployed
32.597868
Urban
Premium
null
10
755
9
2021-05-27 15:21:39.145732
Good
No
Weekly
House
1,448
17,462
59
Male
7,335
Married
3
High School
Unemployed
37.89049
Suburban
Premium
2
4
786
5
2020-05-11 15:21:39.085129
Poor
Yes
Monthly
House
617
17,463
56
Male
918
Single
4
High School
Employed
31.071925
Urban
Basic
1
2
453
7
2024-06-29 15:21:39.093681
Good
Yes
Daily
House
688
17,464
null
Female
2,065
Single
4
Master's
Employed
49.928901
Urban
Premium
1
4
431
1
2020-03-10 15:21:39.256696
Average
No
Rarely
Condo
1,358
17,465
47
Male
73,425
Divorced
3
Master's
Unemployed
30.752979
Suburban
Comprehensive
1
9
394
3
2023-10-02 15:21:39.237118
Poor
Yes
Weekly
Apartment
2,780
17,466
41
Male
44,249
Divorced
3
Bachelor's
Self-Employed
17.881708
Suburban
Premium
2
3
693
5
2021-09-03 15:21:39.237118
Average
Yes
Daily
House
832
17,467
32
Male
4,081
Married
0
PhD
null
31.680923
Rural
Basic
1
19
472
2
2021-05-29 15:21:39.251142
Average
No
Monthly
Apartment
1,794
17,468
44
Male
26,739
Married
0
High School
null
27.067405
Rural
Premium
1
3
756
4
2022-12-25 15:21:39.225916
Average
No
Rarely
Apartment
638
17,469
22
Male
48,542
Married
1
PhD
null
29.049324
Suburban
Basic
2
16
554
7
2020-03-07 15:21:39.180553
Poor
No
Rarely
Condo
115
17,470
null
Male
24,486
Divorced
4
Master's
Employed
20.438919
Urban
Premium
0
19
626
1
2023-06-22 15:21:39.274993
Average
Yes
Daily
House
691
17,471
46
Male
42,597
Divorced
2
High School
Self-Employed
8.779844
Urban
Premium
1
13
831
9
2023-07-01 15:21:39.204201
Poor
No
Monthly
Condo
334
17,472
58
Female
92,648
Divorced
4
Master's
Unemployed
6.133469
Urban
Comprehensive
2
19
659
7
2023-12-01 15:21:39.134960
null
Yes
Daily
Apartment
981
17,473
45
Female
5,710
Divorced
1
High School
null
10.836965
Suburban
Comprehensive
1
11
696
4
2023-07-13 15:21:39.134960
Poor
No
Weekly
Condo
446
17,474
27
Male
9,079
Single
3
Bachelor's
Unemployed
43.848367
Suburban
Premium
1
13
null
2
2022-05-06 15:21:39.173834
Poor
Yes
Daily
House
923
17,475
35
Female
45,308
Single
0
PhD
Self-Employed
35.754525
Suburban
Basic
null
3
727
8
2020-03-24 15:21:39.110557
Average
No
Monthly
Apartment
2,871
17,476
41
Female
14,081
Divorced
3
High School
Employed
25.929333
Rural
Comprehensive
1
14
551
7
2024-02-16 15:21:39.084065
Average
No
Rarely
Apartment
1,791
17,477
27
Female
8,082
Married
2
Master's
Self-Employed
18.72941
Suburban
Comprehensive
2
11
620
4
2021-11-12 15:21:39.117183
Poor
No
Monthly
Condo
808
17,478
64
Male
6,880
Divorced
3
PhD
Unemployed
26.793784
Urban
Premium
1
0
646
6
2021-01-21 15:21:39.134960
Average
Yes
Daily
Apartment
4,042
17,479
31
Male
18,706
Married
4
Master's
Unemployed
18.913878
Rural
Premium
0
0
645
4
2021-07-15 15:21:39.134960
Good
Yes
Daily
House
1,724
17,480
36
Female
4,739
null
2
Master's
Self-Employed
36.529781
Suburban
Comprehensive
1
1
561
1
2023-07-18 15:21:39.173834
Poor
Yes
Monthly
House
40
17,481
23
Male
49,540
Single
null
High School
null
9.68563
Rural
Premium
1
9
772
3
2022-03-28 15:21:39.170099
null
Yes
Weekly
Apartment
2,081
17,482
39
Male
1,358
null
0
PhD
Employed
27.953876
Rural
Comprehensive
2
18
520
4
2022-08-16 15:21:39.134960
Average
No
Daily
Apartment
651
17,483
60
Female
6,909
Single
0
PhD
Employed
12.652377
Rural
Comprehensive
0
16
844
3
2020-02-27 15:21:39.254678
Poor
No
Monthly
Apartment
997
17,484
49
Male
93,570
Divorced
3
PhD
null
21.068353
Suburban
Comprehensive
0
5
301
6
2023-12-18 15:21:39.099739
Good
No
Weekly
Condo
962
17,485
24
Female
2,726
Single
1
Bachelor's
null
46.148734
Suburban
Premium
1
13
442
4
2023-02-26 15:21:39.217387
Poor
No
Monthly
Condo
3,028
17,486
44
Male
26,892
Married
4
High School
Unemployed
21.839305
Suburban
Basic
null
13
731
4
2021-05-24 15:21:39.124659
Average
Yes
Weekly
House
51
17,487
29
Male
43,944
Divorced
2
Bachelor's
null
10.067214
Urban
Basic
0
10
622
8
2022-11-15 15:21:39.253660
Poor
No
Daily
Condo
1,211
17,488
28
Female
2,474
null
3
Bachelor's
Employed
10.566226
Rural
Premium
1
12
695
7
2020-08-01 15:21:39.174719
Poor
Yes
Daily
Condo
1,028
17,489
25
Female
42,823
Single
3
Bachelor's
Self-Employed
32.865988
Rural
Premium
null
9
463
3
2021-01-29 15:21:39.193945
Poor
Yes
Monthly
Condo
742
17,490
51
Female
4,532
Divorced
4
PhD
null
null
Urban
Premium
0
8
782
2
2023-06-25 15:21:39.237118
Average
No
Monthly
Condo
1,226
17,491
49
Female
3,408
Single
3
High School
Self-Employed
6.606546
Rural
Basic
0
0
617
4
2020-04-10 15:21:39.192212
Poor
Yes
Weekly
Condo
381
17,492
21
Male
18,865
Divorced
2
PhD
null
28.355944
Suburban
Basic
2
0
799
1
2024-04-26 15:21:39.152732
Good
No
Monthly
Condo
695
17,493
52
Male
12,555
Single
2
PhD
Unemployed
43.996079
Suburban
Premium
1
8
322
4
2020-10-12 15:21:39.155231
null
No
Monthly
Apartment
3,053
17,494
63
Female
9,929
Single
0
PhD
Unemployed
41.165022
Suburban
Premium
3
8
483
3
2024-04-17 15:21:39.274993
Good
Yes
Monthly
House
1,549
17,495
59
Female
1,646
Single
0
Master's
Employed
40.753836
Rural
Basic
2
10
null
2
2021-02-12 15:21:39.129190
null
No
Rarely
House
439
17,496
44
Male
4,767
Married
4
Bachelor's
Unemployed
10.664036
Urban
Comprehensive
1
3
781
3
2022-12-14 15:21:39.155061
Average
No
Monthly
Apartment
2,792
17,497
38
Female
74,861
Single
1
Bachelor's
Unemployed
13.46057
Suburban
Basic
null
16
454
9
2022-05-15 15:21:39.095696
Average
Yes
Monthly
Condo
434
17,498
41
Female
63,114
Divorced
0
High School
Employed
26.856381
Rural
Comprehensive
0
8
774
8
2024-01-17 15:21:39.110557
Good
No
Monthly
Apartment
381
17,499
20
Male
39,883
Divorced
2
High School
Self-Employed
46.263863
Rural
Premium
1
10
796
1
2023-05-14 15:21:39.091080
Poor
Yes
Daily
House
1,158