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
38,600
38
Female
3,859
Married
4
Master's
null
36.289731
Rural
Comprehensive
1
2
705
4
2024-05-18 15:21:39.088124
Poor
No
Daily
House
4,541
38,601
51
Male
23,580
Married
1
Bachelor's
null
9.913264
Suburban
Premium
2
0
646
4
2023-02-17 15:21:39.231531
Poor
No
Rarely
Apartment
1,588
38,602
31
Female
11,997
Divorced
3
PhD
Self-Employed
35.772573
Suburban
Premium
1
4
826
1
2023-04-16 15:21:39.237118
Average
Yes
Rarely
Apartment
596
38,603
51
Male
null
Divorced
2
Bachelor's
Unemployed
25.78696
Suburban
Comprehensive
2
19
307
2
2023-12-05 15:21:39.134960
Good
No
Daily
House
411
38,604
43
Female
18,082
Single
4
PhD
Self-Employed
15.298936
Rural
Comprehensive
1
12
598
3
2020-09-21 15:21:39.254678
Average
Yes
Weekly
House
1,619
38,605
21
Male
122,953
null
0
Master's
null
36.819102
Rural
Premium
2
7
830
7
2024-03-09 15:21:39.280784
Average
Yes
Rarely
Condo
1,004
38,606
55
Male
1,187
Divorced
3
Master's
Employed
12.676701
Suburban
Comprehensive
1
10
799
4
2021-03-02 15:21:39.134960
Good
No
Rarely
Condo
4,024
38,607
45
Male
37,368
Single
0
High School
Unemployed
27.592344
Rural
Basic
0
14
566
5
2020-10-22 15:21:39.182597
Poor
No
Daily
House
381
38,608
61
Male
26,287
Divorced
null
Master's
Employed
33.236584
Urban
Basic
null
6
819
5
2023-08-24 15:21:39.081504
Good
Yes
Daily
House
885
38,609
21
Male
4,680
Married
0
Master's
Employed
27.676617
Rural
Premium
1
5
614
3
2019-12-04 15:21:39.102694
Poor
No
Weekly
House
1,696
38,610
49
Female
24,862
Divorced
2
Master's
Self-Employed
10.636766
Rural
Comprehensive
0
13
798
7
2020-09-26 15:21:39.226954
Poor
No
Weekly
Apartment
1,194
38,611
63
Male
122,670
Single
3
PhD
Self-Employed
20.61901
Suburban
Basic
0
0
822
5
2021-08-31 15:21:39.210805
Good
No
Rarely
House
352
38,612
18
Female
4,655
Single
2
PhD
null
29.990841
Suburban
Premium
1
6
null
4
2021-10-13 15:21:39.193945
Poor
Yes
Weekly
Condo
394
38,613
40
Male
52,342
Divorced
null
Master's
Self-Employed
6.88141
Suburban
Basic
null
14
373
8
2023-12-16 15:21:39.232526
Poor
Yes
Daily
Condo
678
38,614
22
Female
12,984
Single
null
Master's
null
31.837231
Suburban
Premium
null
7
743
6
2020-05-07 15:21:39.111551
Good
Yes
Weekly
Condo
654
38,615
64
Female
16,629
Married
2
High School
Unemployed
9.59479
Rural
Premium
0
7
758
3
2023-03-21 15:21:39.282785
Good
No
Monthly
Condo
193
38,616
38
Male
25,170
Married
1
Master's
Employed
4.791068
Suburban
Comprehensive
null
9
792
3
2023-10-15 15:21:39.122134
Good
No
Monthly
House
506
38,617
61
Male
659
Divorced
2
PhD
Self-Employed
25.979007
Suburban
Premium
null
6
549
8
2021-01-25 15:21:39.221386
Average
No
Monthly
Condo
3,591
38,618
55
Male
null
Single
3
PhD
Unemployed
39.993176
Urban
Comprehensive
1
9
552
4
2023-11-15 15:21:39.121169
Good
Yes
Monthly
Apartment
162
38,619
31
Male
72,440
Divorced
2
PhD
Employed
31.373865
Rural
Comprehensive
3
1
459
6
2024-05-07 15:21:39.132191
Average
Yes
Weekly
Apartment
3,162
38,620
47
Female
61,931
Single
4
Bachelor's
Self-Employed
null
Suburban
Basic
null
3
612
6
2024-03-24 15:21:39.278402
null
No
Monthly
Apartment
706
38,621
63
Female
43,928
Single
2
Bachelor's
null
51.674819
Rural
Premium
0
14
358
6
2024-03-11 15:21:39.155231
Average
No
Daily
Apartment
928
38,622
43
Female
2,594
Married
0
Bachelor's
null
10.099229
Suburban
Basic
3
2
null
5
2020-09-06 15:21:39.133866
Poor
Yes
Rarely
Apartment
3,424
38,623
32
Male
15,107
Single
1
Bachelor's
Unemployed
14.994036
Urban
Comprehensive
0
0
593
1
2021-06-06 15:21:39.134960
Good
No
Rarely
Condo
1,067
38,624
25
Female
76,954
Divorced
3
Bachelor's
Employed
29.984113
Suburban
Comprehensive
2
12
638
6
2020-04-21 15:21:39.134960
null
Yes
Daily
House
2,593
38,625
36
Female
43,866
Single
2
PhD
Employed
49.310979
Rural
Basic
2
10
745
3
2021-08-04 15:21:39.092127
Good
Yes
Weekly
House
3,238
38,626
53
Female
4,955
Married
0
PhD
Self-Employed
46.08986
Suburban
Comprehensive
2
3
839
3
2022-04-04 15:21:39.244069
null
Yes
Daily
Apartment
1,805
38,627
null
Female
2,989
Divorced
2
Master's
Unemployed
18.945919
Suburban
Basic
2
6
665
2
2023-04-12 15:21:39.155231
Good
No
Rarely
House
842
38,628
27
Female
27,863
Divorced
1
Bachelor's
null
30.723574
Suburban
Premium
null
11
816
8
2021-01-06 15:21:39.185215
Good
No
Weekly
Condo
2,891
38,629
44
Female
3,861
Divorced
1
Bachelor's
Self-Employed
null
Rural
Basic
null
7
null
1
2024-01-24 15:21:39.209847
Poor
Yes
Weekly
Condo
722
38,630
39
Male
13,040
Single
3
PhD
null
12.709218
Rural
Premium
null
17
419
7
2019-08-27 15:21:39.192212
Poor
Yes
Monthly
Condo
40
38,631
46
Male
23,897
Married
4
PhD
null
14.724476
Urban
Comprehensive
1
3
593
9
2021-04-25 15:21:39.204790
Poor
Yes
Weekly
Apartment
715
38,632
34
Female
59,078
Divorced
4
High School
Self-Employed
36.958307
Rural
Comprehensive
null
2
394
7
2023-03-03 15:21:39.126661
Average
Yes
Monthly
House
484
38,633
39
Female
54,771
Married
1
High School
null
null
Suburban
Premium
null
4
437
2
2022-08-21 15:21:39.155231
Good
No
Monthly
House
394
38,634
64
Male
30,221
Single
0
PhD
null
35.636742
Suburban
Comprehensive
0
16
657
4
2019-08-24 15:21:39.170099
Good
Yes
Monthly
Condo
1,031
38,635
52
Female
103,084
Divorced
4
Master's
Employed
30.172982
Rural
Premium
1
14
498
5
2022-02-20 15:21:39.218388
Good
Yes
Rarely
Condo
220
38,636
38
Male
40,100
Single
4
High School
Unemployed
31.633541
Urban
Basic
1
18
729
3
2023-10-30 15:21:39.266452
Average
No
Daily
House
401
38,637
24
Female
null
Single
0
Bachelor's
Self-Employed
20.588855
Urban
Premium
null
4
449
3
2024-05-15 15:21:39.155231
null
No
Monthly
House
919
38,638
28
Male
15,561
Divorced
4
PhD
Unemployed
10.446924
Suburban
Basic
2
5
742
9
2023-06-01 15:21:39.089116
Average
Yes
Monthly
House
2,295
38,639
55
Male
18,380
Married
1
High School
Employed
22.142527
Rural
Basic
0
1
488
2
2024-05-06 15:21:39.237118
Good
Yes
Daily
Apartment
940
38,640
47
Female
10,192
Divorced
4
High School
Unemployed
26.652929
Urban
Comprehensive
null
4
543
4
2023-01-18 15:21:39.155231
Average
No
Rarely
Condo
473
38,641
48
Male
51,450
Divorced
2
Bachelor's
Employed
25.608821
Urban
Basic
null
14
512
2
2023-04-29 15:21:39.134960
Average
Yes
Rarely
House
422
38,642
40
Male
76,449
Married
4
High School
Employed
null
Rural
Basic
0
2
824
8
2022-09-30 15:21:39.270454
Average
Yes
Daily
Condo
2,244
38,643
42
Female
577
Divorced
1
PhD
Unemployed
38.289039
Suburban
Basic
0
10
493
5
2019-09-22 15:21:39.147735
Poor
No
Weekly
House
714
38,644
35
Female
121,377
Married
0
Bachelor's
null
8.633114
Rural
Basic
1
17
434
5
2024-04-08 15:21:39.093681
Good
Yes
Monthly
Condo
2,075
38,645
57
Male
39,224
Single
2
Bachelor's
Unemployed
41.161989
Rural
Premium
1
8
341
8
2022-11-13 15:21:39.237118
Average
Yes
Daily
Condo
637
38,646
46
Male
4,063
Divorced
1
Bachelor's
Self-Employed
8.414844
Rural
Basic
0
10
455
9
2021-08-08 15:21:39.091080
Average
Yes
Daily
Apartment
567
38,647
52
Female
38,761
Married
1
Master's
Unemployed
11.01812
Suburban
Premium
0
12
589
5
2020-10-03 15:21:39.257696
Good
No
Rarely
House
1,078
38,648
41
Male
27,969
Single
1
PhD
Unemployed
34.756597
Urban
Premium
null
16
null
4
2020-03-05 15:21:39.194829
Good
Yes
Weekly
Apartment
1,873
38,649
63
Male
20,983
Married
4
Bachelor's
null
17.395955
Rural
Basic
1
12
823
9
2021-04-28 15:21:39.143708
Poor
Yes
Monthly
Apartment
1,534
38,650
40
Male
93,361
Married
1
High School
null
41.099241
Urban
Premium
0
18
613
7
2020-01-21 15:21:39.192212
Average
No
Rarely
Apartment
150
38,651
39
Female
4,715
Single
2
Master's
null
21.393547
Suburban
Premium
0
0
616
7
2023-09-26 15:21:39.285112
Poor
No
Rarely
Condo
279
38,652
32
Male
58,916
Single
3
PhD
null
21.122645
Rural
Comprehensive
null
6
324
2
2020-03-25 15:21:39.237118
Average
Yes
Weekly
Apartment
497
38,653
46
Female
49,898
Single
0
Master's
Self-Employed
35.823645
Suburban
Comprehensive
1
0
437
7
2022-12-19 15:21:39.171102
Poor
No
Daily
House
1,817
38,654
58
Female
3,700
Divorced
0
High School
Unemployed
23.356918
Urban
Comprehensive
null
8
485
7
2020-07-07 15:21:39.166062
Poor
No
Weekly
Apartment
2,904
38,655
40
Female
90,745
Married
0
Bachelor's
Unemployed
23.829503
Suburban
Basic
1
3
418
9
2022-06-21 15:21:39.265513
null
Yes
Weekly
House
471
38,656
64
Female
94,441
Married
1
Master's
Self-Employed
32.581196
Urban
Premium
0
18
813
7
2019-12-04 15:21:39.283783
null
Yes
Monthly
Apartment
1,874
38,657
36
Male
14,791
Divorced
3
Master's
Employed
28.146479
Suburban
Basic
null
15
523
8
2022-10-29 15:21:39.206847
Good
No
Daily
Apartment
619
38,658
34
Female
11,518
Single
1
PhD
Unemployed
10.591271
Rural
Premium
1
17
547
1
2024-07-17 15:21:39.086123
Good
Yes
Monthly
Condo
2,212
38,659
54
Male
68,469
Married
2
Master's
Employed
21.935853
Rural
Premium
0
18
591
3
2020-07-29 15:21:39.112553
Good
No
Daily
Condo
270
38,660
30
Female
146,528
Single
0
High School
Unemployed
10.122948
Rural
Basic
0
10
491
5
2022-09-03 15:21:39.214388
null
No
Weekly
House
101
38,661
52
Male
25,168
Married
1
Master's
null
24.545602
Rural
Premium
0
3
729
2
2021-04-27 15:21:39.080440
Good
Yes
Monthly
Condo
2,136
38,662
25
Female
91,053
Divorced
null
Bachelor's
Self-Employed
43.681034
Urban
Comprehensive
1
3
776
9
2023-01-21 15:21:39.106582
Good
No
Weekly
House
168
38,663
24
Male
23,891
Single
4
Master's
Self-Employed
23.829733
Rural
Premium
0
0
null
7
2019-10-11 15:21:39.155231
Average
No
Rarely
Condo
2,222
38,664
39
Male
2,379
Married
4
PhD
null
39.837901
Urban
Basic
null
9
472
3
2023-05-03 15:21:39.289099
Average
No
Daily
Condo
1,063
38,665
39
Female
53,931
Married
4
Bachelor's
Unemployed
12.898982
Suburban
Premium
null
7
336
4
2019-09-28 15:21:39.144722
Poor
No
Daily
Apartment
527
38,666
54
Female
33,054
Divorced
2
Bachelor's
Self-Employed
42.151275
Urban
Premium
1
17
831
8
2023-02-15 15:21:39.213373
Poor
No
Monthly
House
158
38,667
38
Male
77,641
Single
2
High School
Self-Employed
10.929346
Urban
Premium
1
5
676
8
2024-01-25 15:21:39.215386
Average
Yes
Monthly
Condo
383
38,668
31
Male
5,510
Single
4
Bachelor's
Employed
24.093912
Urban
Basic
null
16
692
5
2023-08-02 15:21:39.155231
Average
Yes
Monthly
Apartment
774
38,669
32
Female
94,797
Divorced
3
PhD
Self-Employed
32.838255
Suburban
Basic
null
12
411
3
2021-02-14 15:21:39.181605
Average
No
Daily
House
1,147
38,670
60
Female
9,094
Divorced
3
PhD
Unemployed
20.397746
Suburban
Premium
1
19
825
4
2024-08-02 15:21:39.270454
Average
Yes
Monthly
Condo
1,218
38,671
32
Male
16,081
Single
0
Master's
null
15.065541
Suburban
Basic
null
5
508
5
2020-12-05 15:21:39.134960
Average
No
Weekly
House
3,278
38,672
25
Female
44,334
Divorced
2
PhD
Unemployed
5.836394
Suburban
Premium
1
8
704
1
2024-05-31 15:21:39.154008
Poor
Yes
Daily
House
926
38,673
null
Female
13,983
Single
0
PhD
Unemployed
28.091793
Suburban
Premium
0
10
638
2
2023-03-03 15:21:39.218388
Poor
No
Rarely
House
591
38,674
41
Male
69,623
Single
1
Master's
Self-Employed
19.276679
Suburban
Basic
1
1
432
1
2021-07-02 15:21:39.229482
Poor
No
Daily
Condo
1,694
38,675
62
Female
134,744
Married
null
PhD
Unemployed
16.646599
Urban
Premium
null
13
385
6
2021-07-04 15:21:39.144722
Average
No
Rarely
House
372
38,676
23
Male
20,862
Single
1
PhD
null
35.948665
Rural
Basic
0
0
647
4
2023-02-23 15:21:39.144722
Poor
Yes
Daily
Apartment
1,522
38,677
63
Female
2,071
Single
2
Bachelor's
Self-Employed
43.606774
Rural
Premium
0
12
661
6
2024-01-10 15:21:39.191219
Average
Yes
Monthly
Condo
23
38,678
48
Female
6,864
Divorced
3
PhD
null
14.873019
Urban
Premium
0
19
554
2
2022-06-15 15:21:39.091080
Average
Yes
Weekly
Apartment
1,465
38,679
39
Female
19,555
Married
2
High School
null
37.784707
Rural
Comprehensive
null
18
null
9
2021-04-28 15:21:39.270454
Good
Yes
Weekly
Condo
632
38,680
21
Female
25,404
Single
0
Master's
Self-Employed
37.942178
Urban
Basic
1
3
693
1
2020-11-07 15:21:39.134960
Average
No
Rarely
Condo
997
38,681
58
Female
18,085
Single
0
Master's
Employed
12.01075
Suburban
Premium
1
6
829
9
2020-11-15 15:21:39.251142
Poor
Yes
Weekly
Condo
1,450
38,682
31
Male
132,453
Single
3
PhD
Employed
28.805884
Rural
Premium
0
14
442
2
2022-10-07 15:21:39.086123
null
No
Rarely
Apartment
1,109
38,683
21
Female
29,936
Divorced
0
PhD
Employed
22.12271
Urban
Premium
2
5
583
3
2021-05-05 15:21:39.288099
Good
No
Weekly
House
1,909
38,684
25
Male
17,820
Single
3
PhD
Self-Employed
42.515747
Suburban
Basic
null
4
621
6
2022-10-22 15:21:39.086123
Poor
Yes
Daily
House
1,409
38,685
36
Male
69,026
Divorced
0
Master's
Employed
10.006862
Rural
Comprehensive
2
12
807
3
2022-09-22 15:21:39.129190
Good
No
Rarely
Apartment
46
38,686
18
Male
68,455
Divorced
2
High School
Self-Employed
33.692718
Urban
Comprehensive
0
1
572
4
2022-09-10 15:21:39.112553
Good
Yes
Monthly
House
45
38,687
40
Female
15,594
Married
4
High School
Unemployed
16.071102
Rural
Premium
null
8
806
3
2022-07-22 15:21:39.122134
Average
No
Monthly
House
821
38,688
64
Male
6,131
Married
4
PhD
Employed
13.242942
Rural
Premium
2
18
442
4
2023-10-25 15:21:39.109552
Good
No
Weekly
House
1,659
38,689
35
Female
3,004
Married
2
PhD
null
21.601524
Suburban
Premium
null
11
625
6
2023-02-19 15:21:39.226954
Average
No
Weekly
Apartment
143
38,690
35
Female
29,092
Married
0
High School
Employed
16.551037
Urban
Comprehensive
0
8
599
9
2024-02-16 15:21:39.209847
Good
Yes
Weekly
House
642
38,691
22
Female
4,534
Married
1
PhD
Self-Employed
25.180983
Rural
Premium
3
4
308
1
2020-04-13 15:21:39.134960
Average
No
Daily
Condo
1,393
38,692
46
Female
2,718
Divorced
2
High School
Unemployed
6.753359
Urban
Basic
2
9
532
3
2020-08-12 15:21:39.192212
Average
Yes
Monthly
House
2,401
38,693
44
Female
24,986
Married
2
Bachelor's
Self-Employed
26.240183
Suburban
Basic
1
18
479
4
2024-05-24 15:21:39.252145
Good
Yes
Rarely
Apartment
1,341
38,694
19
Female
16,970
Married
1
Master's
null
7.938409
Rural
Comprehensive
null
0
551
4
2020-07-31 15:21:39.230483
Average
No
Rarely
Condo
814
38,695
29
Male
20,234
Divorced
4
Master's
null
4.81668
Rural
Comprehensive
2
18
420
1
2021-10-01 15:21:39.282785
Average
Yes
Rarely
House
1,124
38,696
57
Female
45,017
Single
0
Bachelor's
null
50.547891
Suburban
Premium
2
13
758
8
2022-03-26 15:21:39.084065
Average
Yes
Daily
House
554
38,697
27
Male
69,972
Divorced
3
Bachelor's
Employed
22.892237
Rural
Premium
null
18
478
8
2019-10-23 15:21:39.105504
Poor
Yes
Monthly
Apartment
2,136
38,698
19
Male
6,840
Married
2
Bachelor's
Self-Employed
29.966227
Suburban
Comprehensive
1
19
null
3
2022-05-23 15:21:39.155231
Average
No
Rarely
House
427
38,699
27
Female
2,096
Married
2
Bachelor's
Unemployed
41.769344
Urban
Basic
null
7
null
8
2023-07-14 15:21:39.155231
Average
No
Daily
Apartment
2,295