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
47,600
53
Male
33,247
Divorced
4
Bachelor's
Self-Employed
25.692616
Urban
Basic
2
8
681
1
2019-10-27 15:21:39.082499
Good
No
Rarely
Condo
38
47,601
49
Female
15,642
Single
2
Bachelor's
Employed
30.078431
Rural
Comprehensive
null
11
787
5
2022-12-28 15:21:39.095696
Good
No
Monthly
Condo
1,430
47,602
52
Female
29,102
Single
2
High School
Unemployed
11.977418
Suburban
Comprehensive
0
16
483
5
2019-11-17 15:21:39.197445
null
No
Weekly
Condo
1,347
47,603
52
Male
12,915
Married
2
PhD
Unemployed
29.497774
Suburban
Comprehensive
1
0
456
4
2021-01-15 15:21:39.282785
null
No
Monthly
Condo
1,390
47,604
19
Female
4,059
Married
2
Bachelor's
Unemployed
14.838522
Urban
Comprehensive
null
10
758
1
2019-11-24 15:21:39.278402
Good
Yes
Weekly
Apartment
25
47,605
41
Female
14,314
Divorced
4
High School
Self-Employed
15.242272
Rural
Premium
null
15
543
9
2024-02-08 15:21:39.155231
Good
No
Rarely
Apartment
1,430
47,606
22
Female
18,795
Single
4
Bachelor's
Unemployed
47.882281
Suburban
Basic
1
4
616
3
2020-02-26 15:21:39.166062
Good
No
Rarely
House
742
47,607
44
Male
7,077
Married
3
Master's
Self-Employed
37.976258
Rural
Comprehensive
1
11
690
5
2024-02-10 15:21:39.279729
Good
Yes
Rarely
House
1,054
47,608
23
Female
1,196
Single
0
Master's
Self-Employed
21.536613
Suburban
Premium
4
12
562
1
2020-04-26 15:21:39.147735
Average
No
Rarely
Apartment
1,356
47,609
20
Female
32,643
Married
2
PhD
null
16.771203
Urban
Premium
0
8
586
5
2021-01-25 15:21:39.147735
Poor
No
Rarely
Apartment
843
47,610
39
Male
8,924
Divorced
null
Bachelor's
Employed
43.926883
Urban
Premium
null
5
311
6
2020-10-10 15:21:39.134960
Good
Yes
Daily
Apartment
581
47,611
55
Male
20,495
Married
1
High School
null
14.764164
Urban
Comprehensive
2
6
434
3
2019-10-21 15:21:39.132191
Poor
Yes
Rarely
House
513
47,612
33
Male
80,249
Single
3
High School
Employed
6.748425
Suburban
Premium
null
16
712
8
2022-04-14 15:21:39.122134
Good
No
Rarely
Apartment
119
47,613
18
Female
30,438
Divorced
1
High School
Unemployed
48.244672
Urban
Premium
null
1
705
1
2021-04-09 15:21:39.155231
Good
No
Daily
Condo
720
47,614
50
Male
5,855
Married
2
High School
Employed
20.914597
Urban
Comprehensive
2
4
775
6
2020-05-16 15:21:39.134960
Poor
No
Weekly
House
486
47,615
48
Male
9,963
Single
1
Bachelor's
null
10.272262
Urban
Comprehensive
2
9
848
4
2023-01-11 15:21:39.084065
Good
Yes
Rarely
Condo
874
47,616
35
Male
2,414
Single
3
High School
Employed
39.236543
Rural
Comprehensive
1
5
522
7
2023-01-24 15:21:39.126661
Average
No
Weekly
House
2,248
47,617
43
Male
26,127
Single
2
Master's
Unemployed
14.766547
Urban
Premium
1
18
null
9
2023-09-20 15:21:39.182597
Poor
No
Weekly
Condo
1,561
47,618
23
Male
3,713
Single
0
Bachelor's
Unemployed
27.769129
Urban
Comprehensive
0
3
449
6
2020-02-09 15:21:39.082499
Poor
No
Monthly
Condo
1,572
47,619
54
Male
9,312
Divorced
1
Master's
Self-Employed
27.572518
Rural
Basic
1
4
null
8
2022-06-23 15:21:39.221386
Average
Yes
Rarely
Condo
1,029
47,620
44
Female
1,813
null
2
PhD
Unemployed
50.783412
Suburban
Comprehensive
null
4
388
9
2019-08-21 15:21:39.134960
Average
Yes
Rarely
Condo
388
47,621
44
Female
50,387
Single
3
Master's
Self-Employed
36.876365
Suburban
Premium
1
0
null
5
2021-08-21 15:21:39.134960
Poor
No
Weekly
House
232
47,622
59
Female
1,169
Married
0
High School
Employed
12.673859
Urban
Premium
1
6
637
3
2021-04-24 15:21:39.112553
Poor
No
Monthly
Apartment
2,224
47,623
41
Male
10,063
Married
3
High School
null
24.29578
Urban
Basic
null
18
650
8
2020-03-07 15:21:39.217387
Average
Yes
Monthly
House
1,062
47,624
56
Male
5,520
Divorced
2
Bachelor's
Employed
36.837248
Suburban
Basic
1
3
589
1
2020-08-15 15:21:39.146733
Good
No
Monthly
House
459
47,625
38
Male
59,547
Married
3
Bachelor's
Employed
8.584479
Rural
Premium
0
15
424
3
2022-07-24 15:21:39.199447
Good
Yes
Monthly
Apartment
1,266
47,626
61
Female
18,896
Married
2
Master's
null
7.352509
Rural
Basic
0
12
672
1
2024-02-19 15:21:39.122134
Average
Yes
Rarely
Condo
1,489
47,627
21
Male
23,962
Single
null
Master's
Self-Employed
15.65147
Suburban
Comprehensive
3
4
644
8
2023-12-12 15:21:39.219432
Average
No
Monthly
Apartment
234
47,628
54
Female
29,073
Married
2
Master's
Employed
34.124579
Urban
Premium
null
16
null
2
2022-07-11 15:21:39.155231
Average
No
Monthly
House
1,042
47,629
30
Male
18,280
Divorced
3
Master's
Self-Employed
26.788086
Urban
Premium
0
9
711
5
2020-01-24 15:21:39.089116
null
Yes
Rarely
Apartment
1,713
47,630
35
Female
18,288
Single
2
Bachelor's
Self-Employed
26.684062
Urban
Comprehensive
2
7
586
7
2021-04-10 15:21:39.249100
Good
Yes
Weekly
Condo
2,031
47,631
57
Male
20,769
Married
2
PhD
Self-Employed
30.771249
Suburban
Basic
null
0
744
8
2023-05-02 15:21:39.289099
Poor
No
Monthly
Apartment
718
47,632
61
Male
9,061
Married
3
High School
Unemployed
16.96777
Suburban
Comprehensive
1
5
566
7
2022-03-06 15:21:39.219432
Poor
Yes
Daily
Apartment
1,446
47,633
42
Female
10,001
Married
3
High School
Unemployed
25.041259
Rural
Comprehensive
1
3
null
2
2023-04-20 15:21:39.175719
Average
Yes
Daily
Condo
1,690
47,634
46
Female
75,878
Married
3
PhD
null
36.680041
Urban
Comprehensive
0
9
360
7
2024-04-09 15:21:39.119168
Poor
Yes
Monthly
Condo
248
47,635
60
Male
45,946
Married
4
Master's
Employed
28.542252
Suburban
Comprehensive
2
14
834
4
2019-09-28 15:21:39.233998
Poor
Yes
Monthly
House
828
47,636
26
Female
null
Married
null
PhD
Unemployed
9.693637
Suburban
Basic
1
8
496
5
2019-09-03 15:21:39.204790
Average
No
Rarely
Condo
2,087
47,637
60
Male
13,187
Single
3
High School
Self-Employed
25.919185
Suburban
Basic
null
10
688
3
2022-03-24 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,210
47,638
43
Female
699
Divorced
2
High School
null
16.602288
Suburban
Basic
1
19
523
4
2022-09-03 15:21:39.237118
Poor
No
Rarely
Apartment
393
47,639
58
Female
43,987
Single
1
High School
Self-Employed
25.812706
Rural
Premium
1
9
727
2
2023-02-05 15:21:39.147735
Average
No
Monthly
House
27
47,640
51
Female
25,563
Single
1
PhD
null
23.131915
Rural
Comprehensive
1
18
null
1
2020-11-07 15:21:39.091080
Good
No
Daily
Condo
554
47,641
48
Female
15,802
Married
4
High School
Self-Employed
33.827301
Suburban
Comprehensive
null
4
null
3
2022-04-16 15:21:39.134960
Poor
No
Monthly
Condo
807
47,642
50
Female
13,539
Married
0
High School
Unemployed
20.330047
Suburban
Comprehensive
2
2
750
9
2020-02-02 15:21:39.283783
Poor
No
Monthly
Apartment
22
47,643
23
Female
36,425
Divorced
0
High School
null
27.547758
Urban
Premium
null
10
514
1
2021-06-16 15:21:39.134960
Average
Yes
Rarely
Apartment
215
47,644
60
Male
38,662
Single
null
Master's
Unemployed
15.330836
Rural
Premium
0
17
359
6
2024-03-21 15:21:39.155231
Average
Yes
Rarely
Condo
1,694
47,645
59
Female
26,396
Single
4
Master's
null
41.885769
Rural
Premium
3
16
517
3
2019-12-18 15:21:39.175719
null
No
Weekly
Condo
1,639
47,646
null
Female
146,764
Married
3
High School
Unemployed
9.934849
Rural
Comprehensive
0
2
512
5
2019-11-06 15:21:39.118178
Good
No
Weekly
Apartment
2,172
47,647
64
Female
817
Divorced
3
Bachelor's
null
33.83537
Suburban
Basic
1
3
613
4
2020-03-16 15:21:39.093681
Good
Yes
Daily
Condo
2,053
47,648
32
Male
62,939
Married
1
PhD
Unemployed
4.389901
Suburban
Comprehensive
null
9
484
2
2021-11-26 15:21:39.166062
Good
No
Weekly
Condo
1,867
47,649
20
Female
25,563
Single
null
Master's
Employed
16.796656
Suburban
Basic
1
18
803
8
2024-06-21 15:21:39.134960
Poor
Yes
Weekly
Apartment
729
47,650
58
Female
12,078
Single
0
Bachelor's
Self-Employed
18.928942
Urban
Basic
1
1
536
7
2019-08-18 15:21:39.134960
Average
No
Weekly
Apartment
1,361
47,651
64
Male
142,390
Married
null
Master's
Unemployed
12.248054
Rural
Basic
0
15
303
3
2023-02-08 15:21:39.166062
Average
Yes
Daily
House
962
47,652
31
Female
null
Divorced
1
PhD
Self-Employed
47.580907
Rural
Basic
2
7
454
9
2020-07-22 15:21:39.124659
Average
Yes
Monthly
Apartment
40
47,653
25
Female
5,513
Single
1
Bachelor's
null
40.243909
Urban
Basic
1
10
362
3
2023-11-23 15:21:39.087123
Good
No
Rarely
House
1,149
47,654
36
Female
null
Single
0
High School
Unemployed
null
Suburban
Comprehensive
2
18
665
9
2020-07-25 15:21:39.154008
Average
No
Weekly
Apartment
2,597
47,655
28
Female
39,769
Married
1
PhD
Self-Employed
27.948181
Suburban
Premium
0
15
725
8
2022-12-10 15:21:39.090124
Average
No
Rarely
Condo
782
47,656
50
Male
26,351
Single
4
Master's
null
32.252983
Suburban
Basic
null
1
321
3
2022-06-21 15:21:39.155231
Good
No
Rarely
Condo
1,052
47,657
27
Female
10,881
Married
3
Master's
Employed
43.813293
Urban
Basic
1
11
715
1
2020-12-11 15:21:39.134960
Average
Yes
Weekly
Apartment
2,555
47,658
26
Male
806
Divorced
4
PhD
Unemployed
36.564705
Suburban
Basic
2
4
437
1
2020-04-18 15:21:39.250151
Good
No
Rarely
House
1,645
47,659
57
Female
431
Divorced
0
Bachelor's
Employed
43.738953
Suburban
Basic
0
18
731
2
2021-08-28 15:21:39.283783
Average
No
Rarely
Condo
1,744
47,660
48
Male
28,310
Married
2
High School
null
11.270889
Suburban
Basic
null
1
753
5
2019-08-19 15:21:39.100695
Average
Yes
Rarely
Apartment
1,850
47,661
55
Male
30,862
Single
1
High School
Employed
28.61906
Urban
Premium
0
16
834
1
2022-05-30 15:21:39.111551
Good
Yes
Weekly
House
28
47,662
59
Male
26,963
Divorced
4
High School
null
49.641926
Urban
Premium
0
1
534
8
2021-12-06 15:21:39.237118
Poor
No
Weekly
House
564
47,663
56
Male
118,448
Married
1
High School
null
null
Rural
Comprehensive
null
0
472
7
2019-08-19 15:21:39.115178
Poor
Yes
Rarely
Condo
1,173
47,664
19
Male
2,598
Single
null
PhD
Self-Employed
9.099446
Urban
Comprehensive
0
10
536
8
2020-11-16 15:21:39.105504
Poor
No
Rarely
Apartment
115
47,665
24
Female
866
Married
0
High School
Unemployed
31.141734
Urban
Comprehensive
2
11
699
8
2021-02-28 15:21:39.134960
Average
Yes
Rarely
House
711
47,666
62
Male
38,284
Married
1
High School
null
23.711589
Rural
Comprehensive
3
13
364
1
2024-06-17 15:21:39.144722
Good
Yes
Rarely
Apartment
688
47,667
32
Male
637
Single
2
PhD
null
24.633998
Urban
Comprehensive
null
5
692
5
2024-06-09 15:21:39.279729
Average
Yes
Daily
House
25
47,668
45
Female
43,827
Married
null
Bachelor's
Self-Employed
25.964173
Rural
Premium
0
17
727
9
2023-07-12 15:21:39.107553
Average
No
Rarely
Apartment
20
47,669
64
Male
54,312
null
0
PhD
null
39.722003
Suburban
Basic
4
4
null
8
2021-05-17 15:21:39.264504
Good
Yes
Rarely
Apartment
979
47,670
58
Male
36,903
Single
3
PhD
null
50.477571
Urban
Basic
3
15
750
1
2021-05-31 15:21:39.134960
Average
No
Rarely
Condo
2,934
47,671
46
Female
397
Married
2
Bachelor's
null
12.785929
Suburban
Basic
2
7
775
7
2020-04-30 15:21:39.237118
Good
Yes
Rarely
Apartment
1,544
47,672
64
Male
14,991
Married
3
High School
Self-Employed
32.955593
Suburban
Premium
1
2
517
1
2021-06-21 15:21:39.254678
Good
Yes
Weekly
Condo
663
47,673
61
Male
17,175
Divorced
0
Bachelor's
Employed
16.739644
Urban
Comprehensive
1
7
615
9
2021-09-16 15:21:39.147735
Poor
Yes
Weekly
House
3,652
47,674
30
Male
92,458
Divorced
0
PhD
Unemployed
20.885968
Rural
Basic
1
18
339
2
2022-08-02 15:21:39.155231
Poor
No
Weekly
Condo
739
47,675
24
Female
26,139
Divorced
2
Master's
null
38.836185
Urban
Premium
0
1
573
7
2020-03-10 15:21:39.209847
Average
Yes
Monthly
Condo
3,264
47,676
43
Female
3,718
Married
0
Master's
Employed
9.567012
Urban
Basic
0
18
719
8
2021-05-06 15:21:39.198406
Average
Yes
Monthly
Apartment
2,131
47,677
52
Female
38,747
Married
2
Master's
Employed
40.56852
Suburban
Comprehensive
1
3
793
9
2022-11-20 15:21:39.147735
Poor
Yes
Rarely
Condo
2,088
47,678
63
Male
11,127
Divorced
3
High School
Employed
36.773907
Suburban
Comprehensive
0
7
734
2
2024-04-30 15:21:39.155231
Good
No
Daily
Apartment
582
47,679
60
Female
11,329
Divorced
4
Master's
Self-Employed
19.619759
Suburban
Basic
1
15
null
4
2022-11-09 15:21:39.094752
Average
Yes
Weekly
Apartment
1,046
47,680
20
Male
723
Divorced
0
High School
null
6.651665
Suburban
Comprehensive
2
18
542
8
2021-08-21 15:21:39.134960
Good
No
Daily
Condo
788
47,681
26
Female
18,340
Single
1
PhD
null
24.912159
Urban
Basic
1
3
null
2
2023-07-09 15:21:39.237118
Average
No
Daily
House
1,563
47,682
53
Female
23,962
Divorced
2
Master's
Employed
44.92943
Suburban
Comprehensive
1
7
null
6
2022-11-23 15:21:39.190215
Average
Yes
Monthly
House
661
47,683
45
Male
27,674
Married
0
Bachelor's
null
33.437748
Rural
Premium
2
3
838
7
2024-05-06 15:21:39.150730
Average
No
Weekly
Condo
1,420
47,684
20
Female
72,815
Divorced
0
Master's
null
22.539881
Rural
Basic
2
18
437
7
2023-10-19 15:21:39.083497
Poor
No
Monthly
Condo
638
47,685
27
Female
24,570
Divorced
1
High School
null
41.530516
Urban
Basic
0
18
661
3
2024-01-27 15:21:39.134960
Poor
No
Weekly
Condo
1,039
47,686
42
Male
29,417
Divorced
0
Bachelor's
Unemployed
29.341795
Rural
Premium
0
2
571
5
2022-01-06 15:21:39.155231
Poor
Yes
Daily
Apartment
947
47,687
24
Male
null
Single
2
High School
Employed
14.960912
Suburban
Comprehensive
2
18
422
1
2022-04-28 15:21:39.177724
Good
No
Daily
Condo
2,801
47,688
60
Female
5,080
Single
3
Master's
Unemployed
33.01229
Urban
Comprehensive
4
19
759
6
2022-11-07 15:21:39.092127
Average
Yes
Rarely
House
881
47,689
35
Male
15,882
Single
1
Bachelor's
Unemployed
44.080114
Suburban
Premium
null
4
462
7
2023-08-12 15:21:39.095696
Good
Yes
Rarely
Condo
1,206
47,690
44
Female
43,787
Divorced
3
Bachelor's
null
28.739894
Suburban
Comprehensive
1
14
618
3
2022-07-11 15:21:39.125660
Good
Yes
Daily
Condo
2,160
47,691
45
Female
7,076
Single
4
High School
null
28.868721
Rural
Premium
null
10
null
8
2020-08-31 15:21:39.237118
Good
Yes
Monthly
Apartment
626
47,692
37
Female
133,841
Married
3
High School
Unemployed
24.433902
Rural
Premium
3
7
403
4
2023-04-03 15:21:39.224915
null
Yes
Daily
House
956
47,693
18
Male
15,981
Single
1
High School
Unemployed
49.548602
Urban
Premium
1
13
775
7
2023-10-29 15:21:39.176717
Poor
Yes
Rarely
Apartment
1,580
47,694
30
Female
8,202
Married
0
PhD
Unemployed
20.637743
Suburban
Basic
null
1
811
8
2024-05-20 15:21:39.097737
Good
No
Weekly
House
687
47,695
53
Female
30,174
Divorced
1
PhD
Employed
5.69891
Urban
Basic
null
3
583
5
2023-12-30 15:21:39.155231
Poor
Yes
Daily
Condo
813
47,696
18
Female
16,078
Single
3
Master's
Self-Employed
20.834671
Rural
Basic
2
13
537
2
2021-04-26 15:21:39.237118
Good
No
Rarely
Condo
2,872
47,697
22
Male
77,852
Married
1
PhD
Employed
14.159775
Rural
Basic
0
12
672
8
2019-11-15 15:21:39.096739
Average
Yes
Monthly
Condo
38
47,698
43
Female
43,879
Divorced
2
High School
null
34.069474
Urban
Premium
null
11
535
1
2020-03-17 15:21:39.126661
Poor
No
Rarely
Apartment
2,408
47,699
29
Male
89
Married
4
PhD
null
32.838167
Suburban
Basic
null
5
503
9
2020-03-19 15:21:39.133866
Average
Yes
Weekly
Apartment
3,149