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
23,400
56
Male
27,704
Single
2
PhD
null
15.983633
Rural
Comprehensive
null
2
null
6
2024-03-02 15:21:39.251142
Good
No
Daily
House
1,521
23,401
33
Male
17,891
Married
1
PhD
Unemployed
17.957112
Urban
Comprehensive
1
13
779
4
2021-09-11 15:21:39.197445
Average
Yes
Monthly
House
1,419
23,402
62
Male
3,610
Divorced
3
Master's
Unemployed
20.47391
Suburban
Premium
2
3
449
1
2020-01-19 15:21:39.181605
Poor
No
Monthly
Condo
930
23,403
54
Male
4,045
Divorced
4
PhD
null
30.085625
Rural
Comprehensive
1
0
395
1
2022-02-15 15:21:39.134960
Average
No
Monthly
House
3,384
23,404
64
Female
54,853
Married
1
High School
null
34.076194
Urban
Basic
1
18
356
1
2021-05-27 15:21:39.194829
Average
No
Monthly
House
1,813
23,405
29
Male
24,495
Single
2
Master's
null
10.772028
Suburban
Basic
1
17
573
8
2021-05-22 15:21:39.252145
Good
No
Monthly
House
838
23,406
28
Female
20,254
Married
4
Bachelor's
Unemployed
14.132979
Urban
Basic
2
0
765
6
2022-08-27 15:21:39.187211
Poor
No
Weekly
Condo
695
23,407
54
Female
13,078
Divorced
2
Bachelor's
Employed
10.359421
Urban
Premium
0
11
757
8
2021-04-10 15:21:39.155231
Average
No
Weekly
House
1,033
23,408
45
Female
104,031
Divorced
3
PhD
null
18.29673
Suburban
Comprehensive
2
10
null
7
2020-12-13 15:21:39.235012
Good
Yes
Weekly
House
39
23,409
53
Female
66,853
Divorced
2
PhD
Self-Employed
18.782309
Urban
Premium
2
9
302
6
2023-11-25 15:21:39.118178
Poor
No
Monthly
House
1,823
23,410
39
Female
15,894
Divorced
0
Bachelor's
Unemployed
9.944731
Suburban
Basic
1
16
798
6
2020-03-29 15:21:39.155231
Good
No
Weekly
Condo
573
23,411
22
Male
25,148
Married
0
PhD
null
7.746202
Rural
Premium
0
15
652
2
2022-08-15 15:21:39.181605
Poor
Yes
Monthly
House
1,662
23,412
62
Male
20,963
Single
0
Master's
Unemployed
null
Rural
Basic
1
6
513
4
2020-09-29 15:21:39.248098
Good
No
Monthly
Condo
998
23,413
56
Female
28,785
Single
2
PhD
Self-Employed
32.84434
Urban
Premium
null
5
528
9
2022-04-15 15:21:39.174719
Poor
Yes
Daily
Apartment
515
23,414
23
Male
1,588
Single
4
Master's
null
18.822182
Suburban
Basic
0
11
727
1
2022-01-22 15:21:39.134960
null
Yes
Rarely
Apartment
2,104
23,415
58
Male
8,096
Divorced
0
High School
null
31.28694
Suburban
Basic
1
15
658
9
2021-05-31 15:21:39.181605
Good
Yes
Rarely
Condo
755
23,416
61
Male
11,318
Married
null
PhD
Self-Employed
39.603827
Suburban
Comprehensive
2
5
649
8
2023-02-20 15:21:39.274993
Poor
Yes
Weekly
Condo
3,950
23,417
36
Female
null
Single
3
Master's
Unemployed
23.51883
Suburban
Comprehensive
0
16
489
3
2020-08-18 15:21:39.151732
Good
No
Rarely
Condo
76
23,418
46
Male
2,587
null
1
PhD
Self-Employed
12.602591
Urban
Basic
2
4
465
7
2023-11-22 15:21:39.166062
Poor
Yes
Monthly
Apartment
2,347
23,419
35
Female
8,318
Divorced
null
PhD
Unemployed
36.908313
Urban
Comprehensive
null
4
null
3
2024-04-19 15:21:39.164044
null
Yes
Weekly
House
2,236
23,420
47
Female
16,862
Divorced
4
PhD
Employed
15.354513
Rural
Premium
1
9
null
1
2023-10-28 15:21:39.184157
Poor
No
Weekly
Apartment
182
23,421
41
Female
22,475
Divorced
4
PhD
Unemployed
23.735776
Urban
Comprehensive
0
19
null
4
2021-07-28 15:21:39.288099
Poor
Yes
Monthly
House
25
23,422
23
Male
58,969
Single
0
Bachelor's
null
16.811193
Suburban
Premium
3
17
607
9
2023-02-18 15:21:39.278402
Good
Yes
Weekly
House
382
23,423
31
Female
58,918
Single
0
Bachelor's
Employed
33.79164
Suburban
Comprehensive
1
6
813
7
2023-09-16 15:21:39.274993
Poor
Yes
Rarely
Apartment
189
23,424
50
Female
20,873
Divorced
0
Master's
Unemployed
30.682452
Rural
Comprehensive
0
11
607
5
2023-08-02 15:21:39.237118
Good
Yes
Rarely
Apartment
3,253
23,425
30
Male
44,218
Divorced
3
Bachelor's
Employed
7.684403
Rural
Comprehensive
null
16
641
7
2024-05-17 15:21:39.149731
Good
Yes
Weekly
House
2,268
23,426
25
Female
19,725
Married
4
Bachelor's
null
36.781919
Suburban
Basic
0
10
609
1
2022-06-03 15:21:39.217387
Poor
No
Monthly
Condo
452
23,427
33
Male
74,963
Married
4
Master's
null
16.316081
Suburban
Comprehensive
null
19
477
8
2024-03-04 15:21:39.232526
Average
No
Rarely
Apartment
2,066
23,428
49
Male
102,745
Single
4
Bachelor's
null
30.738314
Rural
Premium
2
10
431
7
2020-10-27 15:21:39.279729
Poor
No
Rarely
House
1,641
23,429
53
Male
40,224
Divorced
4
Bachelor's
null
19.679631
Rural
Basic
0
3
536
3
2023-08-26 15:21:39.175719
Poor
No
Daily
Apartment
926
23,430
58
Female
30,984
Married
0
High School
null
36.094966
Rural
Basic
null
10
515
6
2020-03-05 15:21:39.286113
Poor
No
Daily
Condo
115
23,431
40
Male
5,747
Divorced
4
Master's
Unemployed
14.907866
Urban
Premium
null
8
596
7
2020-11-04 15:21:39.134960
Poor
Yes
Daily
Condo
675
23,432
19
Male
28,983
Divorced
1
High School
null
30.926455
Urban
Basic
0
2
796
8
2021-08-09 15:21:39.134960
Average
Yes
Daily
Apartment
434
23,433
47
Male
7,092
Single
0
Bachelor's
Employed
26.818698
Rural
Comprehensive
null
9
498
4
2020-01-16 15:21:39.289099
Good
No
Weekly
House
658
23,434
52
Female
27,463
Married
1
Bachelor's
null
45.067368
Rural
Basic
1
15
359
6
2020-09-24 15:21:39.172097
Average
No
Daily
House
523
23,435
61
Female
19,757
Divorced
3
Bachelor's
Unemployed
23.795532
Urban
Premium
null
1
630
1
2020-11-22 15:21:39.134960
Average
Yes
Monthly
House
751
23,436
26
Female
78,945
Single
2
High School
null
15.869501
Suburban
Comprehensive
0
16
641
5
2023-05-03 15:21:39.134960
Poor
No
Weekly
Condo
112
23,437
31
Male
42,537
Single
1
High School
Self-Employed
24.599819
Suburban
Basic
1
14
572
8
2023-07-08 15:21:39.092127
Average
No
Weekly
House
422
23,438
26
Male
61,837
Single
0
Master's
Self-Employed
21.817293
Suburban
Comprehensive
null
6
null
7
2023-10-30 15:21:39.134960
Poor
Yes
Rarely
House
115
23,439
null
Male
39,722
Married
null
Master's
Unemployed
30.757516
Suburban
Premium
0
16
null
9
2019-09-27 15:21:39.100695
Good
No
Rarely
House
1,706
23,440
64
Male
17,086
Married
2
Bachelor's
null
20.241428
Suburban
Basic
1
0
834
5
2022-03-31 15:21:39.233998
Poor
Yes
Daily
House
2,165
23,441
59
Male
9,938
Married
null
Master's
Self-Employed
23.329711
Rural
Comprehensive
1
0
543
7
2023-06-08 15:21:39.274993
Average
Yes
Monthly
Apartment
2,686
23,442
52
Female
20,654
Single
3
Master's
Self-Employed
33.764908
Urban
Premium
2
12
846
8
2022-06-08 15:21:39.237118
Good
No
Rarely
House
230
23,443
41
Male
47,351
null
2
PhD
Self-Employed
6.897526
Rural
Basic
1
7
478
3
2023-03-13 15:21:39.134960
Poor
No
Monthly
House
1,730
23,444
26
Male
92,341
Single
2
Master's
null
33.129953
Rural
Comprehensive
null
9
397
5
2021-08-15 15:21:39.253660
null
No
Weekly
House
3,341
23,445
19
Female
13,076
Married
null
PhD
null
37.171173
Urban
Comprehensive
1
5
787
2
2020-07-19 15:21:39.215386
Average
No
Weekly
House
459
23,446
21
Male
38,150
Married
4
Bachelor's
Employed
38.723857
Urban
Comprehensive
1
19
833
8
2024-02-02 15:21:39.244069
Average
Yes
Rarely
Apartment
1,194
23,447
39
Female
29,168
Single
2
Bachelor's
Unemployed
13.242477
Rural
Comprehensive
null
19
342
8
2020-06-05 15:21:39.265513
Good
Yes
Rarely
Condo
616
23,448
58
Female
4,734
Divorced
0
High School
null
32.994616
Suburban
Premium
1
14
403
8
2020-10-09 15:21:39.194829
Average
Yes
Monthly
House
115
23,449
37
Male
23,952
Married
0
Bachelor's
Self-Employed
3.858123
Urban
Basic
null
5
667
8
2020-12-02 15:21:39.237118
Average
Yes
Rarely
Apartment
40
23,450
46
Female
25,481
Single
4
Master's
Employed
33.773945
Suburban
Comprehensive
null
2
573
2
2020-03-04 15:21:39.155231
Poor
Yes
Rarely
Apartment
817
23,451
64
Male
28,881
Married
4
PhD
Employed
4.6114
Suburban
Premium
null
17
588
5
2023-10-12 15:21:39.193945
Average
Yes
Weekly
Apartment
2,431
23,452
48
Female
15,456
Divorced
null
PhD
null
20.816093
Suburban
Premium
null
12
null
7
2024-05-26 15:21:39.170099
Poor
No
Weekly
Condo
466
23,453
64
Male
7,412
Divorced
2
Bachelor's
Employed
10.442574
Urban
Basic
1
18
623
6
2023-11-24 15:21:39.261856
Good
No
Rarely
Apartment
290
23,454
51
Female
6,128
Divorced
0
PhD
null
22.567129
Urban
Basic
0
14
324
1
2022-06-29 15:21:39.181605
Good
Yes
Rarely
Condo
674
23,455
59
Female
23,456
Single
1
High School
Self-Employed
13.622778
Suburban
Comprehensive
3
12
830
6
2023-05-03 15:21:39.130190
Poor
No
Daily
Apartment
2,681
23,456
50
Male
25,933
Single
2
PhD
Employed
31.907807
Urban
Premium
null
13
609
9
2022-03-22 15:21:39.218388
Good
Yes
Monthly
Condo
1,236
23,457
58
Male
18,657
Divorced
3
Bachelor's
null
21.685611
Urban
Premium
2
10
407
5
2021-07-25 15:21:39.147735
Average
No
Daily
Apartment
780
23,458
32
Male
24,886
Married
3
Master's
Employed
25.541123
Suburban
Comprehensive
0
0
null
5
2021-10-17 15:21:39.134960
Good
Yes
Monthly
Apartment
1,132
23,459
61
Male
38,605
Divorced
4
High School
null
48.867865
Suburban
Comprehensive
null
13
494
4
2021-11-09 15:21:39.121169
Poor
Yes
Weekly
Apartment
231
23,460
20
Male
10,094
Divorced
0
High School
Unemployed
14.422602
Rural
Comprehensive
null
17
454
4
2022-05-27 15:21:39.194829
Poor
No
Rarely
Condo
1,521
23,461
19
Male
12,084
Divorced
4
Bachelor's
Employed
23.326977
Suburban
Comprehensive
null
4
772
2
2020-10-04 15:21:39.264504
Poor
No
Rarely
House
1,140
23,462
51
Female
67,575
Married
3
Master's
Employed
33.913981
Urban
Basic
3
6
596
4
2020-04-06 15:21:39.146733
Average
No
Weekly
House
3,547
23,463
21
Female
10,040
Divorced
1
PhD
Employed
45.010927
Urban
Comprehensive
0
9
571
3
2023-12-20 15:21:39.166062
Poor
No
Monthly
Condo
624
23,464
38
Female
12,285
Single
null
Master's
Unemployed
39.287954
Suburban
Basic
0
17
769
4
2022-01-16 15:21:39.082499
Poor
Yes
Weekly
Condo
1,330
23,465
49
Male
395
Single
1
PhD
null
41.047594
Rural
Premium
2
19
null
7
2022-10-16 15:21:39.169102
Poor
No
Monthly
Apartment
1,731
23,466
55
Female
36,608
Divorced
4
High School
null
28.705977
Suburban
Comprehensive
0
6
753
7
2022-09-13 15:21:39.155231
Good
Yes
Rarely
House
1,575
23,467
40
Female
30,098
Married
1
Bachelor's
null
7.737332
Urban
Premium
null
13
527
1
2019-11-01 15:21:39.134960
Poor
Yes
Rarely
House
2,585
23,468
57
Male
539
Divorced
1
Bachelor's
Self-Employed
12.095944
Suburban
Basic
null
9
456
4
2022-04-13 15:21:39.134960
Average
Yes
Weekly
Apartment
1,144
23,469
55
Male
5,981
Divorced
1
Bachelor's
Unemployed
10.979484
Rural
Comprehensive
1
14
574
9
2024-03-18 15:21:39.155231
Good
Yes
Monthly
Apartment
1,461
23,470
54
Female
845
Divorced
0
High School
null
42.644734
Rural
Premium
2
14
778
9
2023-05-27 15:21:39.237118
Good
No
Daily
Apartment
612
23,471
33
Male
29,082
Married
0
PhD
Unemployed
34.164936
Urban
Basic
null
0
621
6
2022-07-08 15:21:39.155231
Poor
Yes
Rarely
Apartment
813
23,472
34
Female
20,540
Married
2
High School
Unemployed
21.868297
Suburban
Comprehensive
1
9
529
1
2022-01-05 15:21:39.155231
Average
No
Monthly
Condo
616
23,473
20
Male
null
Married
0
PhD
null
21.907742
Urban
Comprehensive
null
4
848
2
2023-02-01 15:21:39.208842
Average
No
Rarely
House
327
23,474
45
Male
43,828
Single
3
Master's
null
9.894737
Rural
Comprehensive
0
3
584
6
2019-08-17 15:21:39.134960
Average
Yes
Rarely
Apartment
2,226
23,475
27
Female
13,062
Married
4
PhD
Employed
24.939391
Rural
Comprehensive
null
6
741
6
2021-09-08 15:21:39.167099
Poor
Yes
Weekly
Condo
1,237
23,476
43
Male
26,532
Divorced
3
Bachelor's
null
48.597002
Rural
Comprehensive
1
10
685
2
2020-04-27 15:21:39.237118
Poor
No
Daily
Apartment
1,128
23,477
30
Male
36,159
Divorced
2
High School
Employed
null
Suburban
Basic
null
18
719
8
2021-06-09 15:21:39.092127
Poor
No
Daily
House
644
23,478
21
Male
null
Single
2
PhD
Employed
17.181906
Suburban
Comprehensive
2
11
831
6
2023-10-14 15:21:39.194829
Average
Yes
Weekly
Apartment
26
23,479
23
Female
6,918
Single
2
Bachelor's
Employed
19.153063
Rural
Premium
null
9
334
3
2023-06-01 15:21:39.087123
Average
No
Rarely
Condo
3,425
23,480
55
Male
7,991
Divorced
0
Master's
Unemployed
15.865914
Suburban
Comprehensive
0
0
595
3
2020-06-16 15:21:39.187211
Average
Yes
Daily
Condo
732
23,481
23
Male
47
Divorced
2
PhD
null
18.038491
Rural
Basic
0
18
467
6
2022-06-06 15:21:39.082499
Average
No
Daily
Apartment
635
23,482
51
Male
null
Married
1
Bachelor's
Self-Employed
51.805651
Rural
Basic
0
1
723
2
2019-08-21 15:21:39.155231
Good
Yes
Rarely
Apartment
1,482
23,483
53
Male
12,916
Married
null
Master's
Unemployed
30.497345
Rural
Basic
0
0
416
1
2023-12-19 15:21:39.155231
Average
Yes
Daily
House
876
23,484
18
Female
888
Married
0
PhD
Unemployed
28.477079
Suburban
Premium
0
10
632
3
2020-09-08 15:21:39.124659
Poor
Yes
Monthly
Apartment
2,057
23,485
20
Male
25,103
Married
4
Master's
Unemployed
28.935582
Rural
Basic
1
5
513
3
2019-12-13 15:21:39.081504
null
No
Rarely
House
1,364
23,486
61
Female
2,071
Single
1
High School
null
8.09588
Urban
Premium
2
0
684
9
2020-07-05 15:21:39.290098
Average
No
Rarely
Apartment
3,856
23,487
46
Female
133,567
Single
0
PhD
Self-Employed
17.143727
Suburban
Basic
null
10
516
6
2021-05-30 15:21:39.146733
Poor
No
Daily
House
90
23,488
29
Female
17,092
Single
3
High School
Employed
null
Rural
Premium
1
11
null
2
2021-01-04 15:21:39.143708
Average
No
Monthly
Condo
1,142
23,489
61
Male
23,604
Single
1
Master's
Unemployed
13.869101
Suburban
Comprehensive
null
18
783
4
2021-05-10 15:21:39.122134
Average
No
Weekly
House
474
23,490
22
Female
6,039
Single
0
Master's
Employed
19.622728
Urban
Comprehensive
0
16
582
9
2020-09-11 15:21:39.180553
Average
No
Weekly
House
351
23,491
35
Male
57,560
Married
3
PhD
null
12.435517
Urban
Comprehensive
1
14
509
6
2022-09-25 15:21:39.155231
Poor
Yes
Weekly
Apartment
2,055
23,492
19
Female
1,207
Single
4
Bachelor's
null
13.929461
Rural
Basic
2
15
685
1
2021-01-27 15:21:39.155231
Good
Yes
Daily
Apartment
573
23,493
40
Male
2,536
Divorced
1
Master's
Employed
31.362195
Suburban
Comprehensive
1
9
456
7
2022-12-14 15:21:39.228521
Poor
Yes
Weekly
Apartment
904
23,494
53
Female
15,380
Married
0
PhD
Unemployed
23.08624
Suburban
Basic
1
16
632
5
2020-06-03 15:21:39.155231
Good
No
Daily
House
805
23,495
29
Female
35,750
Married
4
PhD
null
4.752318
Rural
Comprehensive
0
15
728
8
2020-11-03 15:21:39.247098
null
No
Daily
Condo
714
23,496
42
Male
71,726
Divorced
4
Master's
Employed
25.817429
Rural
Premium
1
2
null
2
2023-04-05 15:21:39.172097
Good
No
Daily
House
156
23,497
59
Female
14,096
Divorced
0
Master's
null
18.829385
Suburban
Premium
0
8
434
2
2021-10-25 15:21:39.172097
Good
No
Weekly
Apartment
939
23,498
44
Male
12,420
Single
4
High School
null
22.549716
Suburban
Comprehensive
2
18
556
4
2021-03-03 15:21:39.254678
Poor
Yes
Rarely
Condo
78
23,499
59
Female
44,100
Single
4
Master's
Self-Employed
11.490173
Rural
Comprehensive
0
13
670
2
2022-12-28 15:21:39.278180
Average
Yes
Weekly
House
501