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
1,168,600
49
Female
857
Married
null
PhD
null
19.935798
Suburban
Premium
2
15
571
8
2023-07-28 15:21:39.095696
Good
Yes
Weekly
House
1,796
1,168,601
28
Male
30,564
Divorced
2
PhD
Employed
25.402309
Urban
Basic
null
1
725
1
2022-03-08 15:21:39.237118
Poor
No
Daily
House
52
1,168,602
40
Female
28,409
Married
1
Master's
Unemployed
null
Suburban
Premium
1
15
776
5
2019-11-01 15:21:39.105504
Average
Yes
Monthly
Apartment
3,196
1,168,603
64
Male
94,557
null
4
Master's
Self-Employed
20.849743
Rural
Premium
0
12
591
2
2022-12-20 15:21:39.237118
null
Yes
Monthly
Apartment
489
1,168,604
62
Male
20,594
Married
2
High School
Employed
12.895754
Urban
Basic
null
17
562
4
2021-03-22 15:21:39.118178
Good
No
Weekly
House
215
1,168,605
47
Female
134,554
Single
0
High School
Unemployed
11.814901
Rural
Comprehensive
0
13
349
3
2022-08-05 15:21:39.089116
Good
Yes
Rarely
Condo
973
1,168,606
40
Male
1,496
Divorced
0
Bachelor's
Employed
null
Suburban
Comprehensive
0
1
755
2
2019-10-05 15:21:39.237118
Poor
Yes
Rarely
House
930
1,168,607
46
Male
35,273
Divorced
4
Bachelor's
null
27.639461
Rural
Premium
null
16
779
2
2021-07-15 15:21:39.185215
Poor
Yes
Rarely
Apartment
776
1,168,608
null
Male
5,855
Divorced
0
Master's
Self-Employed
22.039506
Suburban
Basic
0
17
683
1
2021-01-13 15:21:39.237118
Good
Yes
Weekly
House
66
1,168,609
47
Female
27,881
Divorced
4
Bachelor's
Self-Employed
13.988159
Suburban
Premium
1
6
585
4
2020-07-03 15:21:39.146733
Poor
No
Daily
Condo
573
1,168,610
44
Female
1,625
Married
1
Master's
Self-Employed
30.049561
Urban
Comprehensive
2
18
719
6
2021-08-05 15:21:39.134960
Good
Yes
Monthly
House
946
1,168,611
24
Female
30,907
Single
3
High School
Self-Employed
17.302141
Suburban
Basic
null
19
846
5
2021-07-22 15:21:39.237118
Average
No
Daily
Apartment
705
1,168,612
60
Male
75,960
Divorced
2
Bachelor's
Unemployed
11.908989
Urban
Comprehensive
0
8
407
7
2021-08-24 15:21:39.279729
Good
No
Weekly
Apartment
638
1,168,613
23
Male
25,529
Single
4
High School
Unemployed
36.553502
Urban
Comprehensive
0
7
673
9
2021-03-28 15:21:39.134960
Poor
No
Rarely
Condo
1,604
1,168,614
63
Male
59,897
Divorced
null
High School
Unemployed
7.383176
Suburban
Basic
0
6
511
9
2023-06-21 15:21:39.093681
Average
No
Daily
House
3,243
1,168,615
50
Male
1,808
Married
null
Bachelor's
null
37.505839
Urban
Premium
2
5
null
4
2020-02-03 15:21:39.169102
null
Yes
Daily
House
722
1,168,616
23
Female
1,444
Married
1
Master's
Self-Employed
18.86766
Urban
Comprehensive
null
13
396
7
2020-12-06 15:21:39.102694
Average
No
Daily
House
2,144
1,168,617
61
Female
2,586
Married
4
High School
null
42.946454
Suburban
Basic
null
16
740
4
2020-04-22 15:21:39.194829
null
No
Rarely
Apartment
46
1,168,618
26
Female
56,685
Single
0
Master's
Self-Employed
39.153085
Rural
Basic
null
15
442
9
2024-01-04 15:21:39.237118
Poor
No
Weekly
Condo
1,373
1,168,619
45
Male
15,870
Married
4
PhD
Employed
32.506505
Rural
Premium
0
2
401
9
2023-07-19 15:21:39.217387
Good
Yes
Rarely
Apartment
453
1,168,620
32
Female
17,983
Divorced
4
PhD
Unemployed
8.291826
Rural
Comprehensive
null
2
507
1
2020-03-30 15:21:39.079128
Good
No
Daily
House
2,610
1,168,621
46
Female
3,514
Married
null
Bachelor's
Employed
25.788385
Suburban
Premium
3
18
704
1
2023-10-22 15:21:39.225916
Average
Yes
Monthly
Apartment
35
1,168,622
31
Male
678
Divorced
null
High School
Self-Employed
13.703096
Suburban
Premium
3
3
405
5
2021-06-14 15:21:39.084065
Good
No
Rarely
House
705
1,168,623
56
Female
2,694
Divorced
null
Master's
Self-Employed
12.87213
Suburban
Basic
1
5
492
3
2023-10-05 15:21:39.090124
Good
No
Rarely
Condo
2,094
1,168,624
28
Male
45,673
Divorced
null
High School
Employed
13.0727
Urban
Basic
2
13
731
5
2022-11-29 15:21:39.113566
Poor
Yes
Monthly
Apartment
2,679
1,168,625
38
Female
5,947
Married
1
Master's
Self-Employed
8.062066
Suburban
Basic
1
7
728
2
2022-06-16 15:21:39.133866
Average
No
Rarely
Apartment
715
1,168,626
48
Male
1,480
Divorced
3
High School
Employed
null
Rural
Basic
null
11
410
2
2024-06-17 15:21:39.166062
Average
Yes
Rarely
Apartment
1,301
1,168,627
58
Male
30,940
Single
2
Bachelor's
Self-Employed
16.710016
Rural
Premium
2
0
null
2
2021-11-14 15:21:39.255696
Good
Yes
Daily
Condo
244
1,168,628
40
Male
43,840
Divorced
4
PhD
Unemployed
42.456779
Urban
Premium
1
1
632
8
2021-07-17 15:21:39.134960
Average
Yes
Weekly
House
1,257
1,168,629
57
Male
4,845
Divorced
3
PhD
Self-Employed
16.947778
Rural
Premium
1
8
511
3
2024-03-02 15:21:39.155231
null
No
Weekly
House
533
1,168,630
28
Male
25,820
Married
0
High School
Unemployed
7.014819
Rural
Premium
null
7
368
3
2022-05-23 15:21:39.279729
Average
No
Weekly
Apartment
523
1,168,631
33
Male
12,094
Divorced
3
Bachelor's
Unemployed
27.823344
Urban
Basic
0
17
532
4
2023-07-16 15:21:39.155231
Average
Yes
Daily
House
595
1,168,632
63
Female
4,976
Single
3
High School
null
25.283763
Suburban
Comprehensive
1
5
null
1
2021-09-27 15:21:39.172097
null
Yes
Monthly
Apartment
873
1,168,633
20
Male
null
Single
0
Master's
Unemployed
16.263609
Urban
Basic
null
6
614
6
2023-03-31 15:21:39.147735
Good
Yes
Rarely
Condo
198
1,168,634
18
Female
24,894
Married
1
Master's
Employed
13.586639
Suburban
Premium
3
9
791
3
2021-10-05 15:21:39.097737
Average
No
Monthly
House
521
1,168,635
31
Female
55,098
Divorced
4
Bachelor's
null
29.383059
Suburban
Comprehensive
0
1
380
4
2020-03-07 15:21:39.204790
Poor
Yes
Daily
Condo
806
1,168,636
38
Male
43,953
Single
2
High School
Unemployed
null
Rural
Comprehensive
0
13
795
6
2020-07-07 15:21:39.134960
Poor
No
Daily
Condo
885
1,168,637
22
Female
8,082
Divorced
1
High School
Self-Employed
39.097735
Suburban
Basic
null
3
832
7
2020-01-01 15:21:39.252145
Poor
Yes
Monthly
Apartment
1,008
1,168,638
50
Female
16,339
Married
null
High School
null
8.090959
Urban
Basic
null
4
487
4
2020-01-14 15:21:39.198406
Poor
Yes
Rarely
House
37
1,168,639
44
Male
23,015
Divorced
2
Bachelor's
Employed
48.485915
Rural
Basic
2
1
727
6
2022-08-25 15:21:39.155231
Good
No
Daily
House
590
1,168,640
35
Female
63,873
Divorced
2
High School
null
50.702426
Rural
Basic
2
14
464
2
2024-02-21 15:21:39.134960
Average
No
Rarely
Apartment
1,580
1,168,641
29
Male
8,081
Married
2
High School
Employed
10.66097
Suburban
Comprehensive
1
13
667
5
2023-05-22 15:21:39.250151
Good
No
Daily
Apartment
1,055
1,168,642
24
Male
114,782
null
1
PhD
null
32.073602
Rural
Comprehensive
1
15
667
3
2020-12-02 15:21:39.264504
null
No
Weekly
Condo
1,273
1,168,643
48
Male
7,061
Married
3
Master's
null
36.16744
Suburban
Comprehensive
0
10
729
6
2023-07-28 15:21:39.145732
Good
Yes
Rarely
House
814
1,168,644
55
Male
8,078
Married
3
High School
Self-Employed
33.485879
Rural
Basic
1
12
714
9
2021-07-24 15:21:39.231531
Poor
Yes
Rarely
Apartment
716
1,168,645
39
Male
43,437
Single
1
Bachelor's
Self-Employed
13.959069
Suburban
Comprehensive
1
4
641
2
2021-01-24 15:21:39.237118
Average
No
Monthly
House
1,453
1,168,646
47
Female
1,208
Single
2
High School
Employed
26.958448
Suburban
Comprehensive
0
12
532
1
2021-04-24 15:21:39.092127
null
Yes
Rarely
Condo
573
1,168,647
38
Male
2,654
Single
2
PhD
Employed
22.856516
Rural
Comprehensive
1
17
640
8
2019-10-11 15:21:39.281787
Good
No
Weekly
Apartment
4,274
1,168,648
49
Male
11,548
Divorced
null
Master's
Self-Employed
23.597536
Suburban
Comprehensive
0
1
677
3
2020-02-23 15:21:39.199447
Poor
No
Rarely
House
652
1,168,649
32
Female
null
Married
3
High School
Self-Employed
22.824563
Urban
Basic
1
17
382
3
2022-01-17 15:21:39.271453
Good
No
Rarely
Condo
1,067
1,168,650
54
Female
33,778
Married
0
High School
Unemployed
38.58264
Urban
Premium
1
0
432
5
2021-12-20 15:21:39.134960
Poor
No
Rarely
Apartment
998
1,168,651
22
Male
47,721
Divorced
2
Master's
null
21.38372
Urban
Premium
0
1
305
2
2020-02-04 15:21:39.134960
Good
Yes
Monthly
Apartment
709
1,168,652
30
Female
18,141
Married
null
Master's
Self-Employed
17.171287
Suburban
Basic
0
0
455
9
2020-03-27 15:21:39.117183
Good
No
Monthly
Apartment
647
1,168,653
45
Female
23,863
Single
1
High School
Employed
8.907686
Rural
Premium
1
9
755
7
2021-10-26 15:21:39.112553
Average
No
Daily
Condo
1,517
1,168,654
49
Female
95,936
Divorced
4
PhD
null
37.857387
Suburban
Premium
2
10
375
9
2020-03-14 15:21:39.114118
Poor
Yes
Rarely
Apartment
428
1,168,655
61
Female
141,367
Married
3
Master's
Unemployed
33.188431
Urban
Comprehensive
3
1
null
3
2021-04-24 15:21:39.122134
Poor
Yes
Weekly
House
1,880
1,168,656
30
Male
20,997
Married
4
Bachelor's
null
13.981282
Suburban
Comprehensive
null
15
711
8
2020-03-27 15:21:39.084065
Poor
No
Weekly
Condo
1,484
1,168,657
47
Male
16,256
Single
1
Master's
null
29.052497
Rural
Premium
0
15
463
4
2021-09-25 15:21:39.121169
Poor
Yes
Weekly
Apartment
1,011
1,168,658
26
Female
3,447
Single
0
High School
Unemployed
13.090716
Rural
Basic
2
17
null
5
2022-11-20 15:21:39.155231
Average
No
Weekly
Apartment
600
1,168,659
37
Male
9,984
Single
3
PhD
Unemployed
30.737212
Rural
Premium
0
14
730
2
2023-12-23 15:21:39.084065
Good
No
Rarely
Condo
744
1,168,660
61
Male
31,825
Married
0
High School
Unemployed
24.726461
Suburban
Basic
1
7
713
5
2022-10-28 15:21:39.209847
Good
Yes
Monthly
House
1,834
1,168,661
43
Male
79,648
Single
4
Bachelor's
null
40.838
Rural
Comprehensive
null
12
551
3
2022-12-20 15:21:39.192212
Good
No
Monthly
Apartment
270
1,168,662
37
Male
114,817
Divorced
3
PhD
null
43.4304
Rural
Premium
0
3
345
5
2022-09-28 15:21:39.194829
Poor
Yes
Monthly
Condo
1,554
1,168,663
64
Female
24,983
Divorced
0
High School
null
9.95457
Rural
Premium
0
4
null
6
2024-05-22 15:21:39.097737
Good
Yes
Monthly
House
901
1,168,664
37
Male
19,251
Married
2
Bachelor's
null
15.958513
Urban
Premium
3
9
485
8
2021-08-05 15:21:39.283783
Good
Yes
Daily
Apartment
1,494
1,168,665
20
Female
1,060
Divorced
null
PhD
Self-Employed
46.634883
Rural
Comprehensive
0
13
666
7
2023-01-16 15:21:39.173834
Good
No
Daily
Condo
3,066
1,168,666
46
Female
35,786
Divorced
2
Master's
Unemployed
15.153726
Suburban
Comprehensive
0
17
607
2
2021-02-04 15:21:39.254678
Good
No
Rarely
Apartment
628
1,168,667
60
Female
72,993
Married
null
High School
Unemployed
14.275028
Urban
Premium
2
15
552
9
2022-09-28 15:21:39.207847
Average
Yes
Rarely
Condo
227
1,168,668
64
Female
18,077
Single
4
PhD
null
11.923892
Rural
Basic
null
19
523
5
2020-11-28 15:21:39.225916
Poor
No
Rarely
Condo
152
1,168,669
40
Male
81,645
Divorced
3
Bachelor's
Self-Employed
null
Rural
Premium
1
5
537
5
2022-02-19 15:21:39.110557
Good
No
Monthly
House
48
1,168,670
54
Female
2,720
Married
3
Master's
Unemployed
14.890766
Rural
Premium
2
15
null
2
2023-02-11 15:21:39.237118
Average
Yes
Monthly
Apartment
71
1,168,671
51
Male
59,561
Divorced
4
Master's
Self-Employed
15.650039
Rural
Basic
null
18
790
9
2023-10-08 15:21:39.155231
Average
Yes
Rarely
House
110
1,168,672
44
Male
33,463
Single
3
Bachelor's
Employed
38.820719
Urban
Comprehensive
1
15
712
1
2024-05-13 15:21:39.221386
Average
No
Rarely
House
718
1,168,673
50
Female
11,040
Divorced
0
Master's
Unemployed
10.008064
Rural
Premium
null
7
321
4
2023-06-15 15:21:39.171102
Average
No
Monthly
House
716
1,168,674
38
Female
31,383
Married
0
High School
null
15.539671
Suburban
Comprehensive
null
13
554
6
2024-05-23 15:21:39.237118
Average
Yes
Weekly
Condo
393
1,168,675
46
Female
25,298
Single
2
PhD
Employed
45.809437
Urban
Basic
null
11
543
7
2021-04-09 15:21:39.193945
Average
Yes
Daily
Condo
21
1,168,676
39
Male
12,830
Married
3
High School
Self-Employed
11.770718
Suburban
Comprehensive
null
0
743
5
2023-06-01 15:21:39.211806
Poor
Yes
Daily
House
1,139
1,168,677
40
Male
122,953
Married
2
PhD
Employed
19.78824
Suburban
Comprehensive
0
8
407
8
2023-06-05 15:21:39.144722
Good
No
Weekly
House
1,270
1,168,678
57
Female
16,330
Single
1
Bachelor's
null
7.882429
Urban
Premium
0
7
595
1
2022-05-31 15:21:39.208842
Average
Yes
Weekly
Apartment
1,780
1,168,679
40
Male
38,380
Divorced
4
Bachelor's
Self-Employed
27.829458
Suburban
Comprehensive
0
5
685
1
2022-06-04 15:21:39.123711
Good
No
Rarely
House
816
1,168,680
28
Female
3,852
Married
4
Master's
Unemployed
23.914305
Rural
Comprehensive
2
14
430
5
2020-03-29 15:21:39.147735
Poor
No
Daily
House
346
1,168,681
46
Female
40,984
Married
1
Master's
Unemployed
32.184862
Urban
Basic
0
15
586
9
2020-08-06 15:21:39.192212
Average
Yes
Monthly
House
773
1,168,682
41
Male
29,979
Single
3
Master's
Employed
24.907673
Rural
Basic
1
4
718
7
2024-03-12 15:21:39.204790
Poor
Yes
Daily
House
2,095
1,168,683
35
Female
45,409
Single
2
Master's
Unemployed
32.442905
Urban
Basic
null
3
810
1
2019-12-01 15:21:39.121169
Average
No
Daily
Apartment
1,607
1,168,684
53
Male
29,056
Married
4
Master's
Unemployed
9.97923
Urban
Premium
1
3
607
8
2023-01-19 15:21:39.134960
Poor
No
Weekly
Apartment
1,038
1,168,685
56
Female
2,482
Married
2
PhD
Employed
29.629717
Rural
Basic
1
12
729
9
2023-07-29 15:21:39.134960
null
No
Monthly
House
462
1,168,686
44
Female
139,981
Divorced
2
High School
Unemployed
36.492023
Urban
Premium
2
1
699
1
2021-05-02 15:21:39.155231
Good
Yes
Weekly
House
2,147
1,168,687
54
Female
70,869
Single
null
PhD
Unemployed
46.657701
Rural
Premium
null
16
391
5
2020-07-24 15:21:39.206847
Average
No
Weekly
House
111
1,168,688
41
Female
2,879
Divorced
2
High School
Self-Employed
33.56594
Suburban
Comprehensive
4
17
476
6
2024-06-15 15:21:39.121169
Good
Yes
Weekly
House
1,502
1,168,689
57
Male
128,591
Divorced
4
High School
null
30.026635
Rural
Comprehensive
2
17
674
7
2023-05-10 15:21:39.235012
Good
Yes
Weekly
Apartment
357
1,168,690
52
Female
44,712
Single
4
Master's
Unemployed
37.788286
Urban
Comprehensive
null
15
null
7
2022-08-25 15:21:39.271453
Poor
No
Monthly
House
2,476
1,168,691
20
Male
35,391
null
4
Master's
Unemployed
18.738143
Urban
Premium
null
4
381
3
2023-09-18 15:21:39.117183
Good
Yes
Weekly
Condo
1,715
1,168,692
40
Male
36,992
Single
4
Master's
Self-Employed
25.370004
Urban
Premium
0
16
578
1
2023-07-05 15:21:39.167099
Poor
Yes
Weekly
Condo
2,040
1,168,693
53
Male
3,818
Single
2
High School
Employed
13.693887
Suburban
Comprehensive
null
14
755
8
2021-02-02 15:21:39.155231
null
No
Rarely
House
2,617
1,168,694
21
Male
38,393
Divorced
null
PhD
null
null
Suburban
Premium
1
0
798
4
2020-04-23 15:21:39.237118
Good
No
Daily
Apartment
678
1,168,695
28
Male
39,723
Married
0
High School
Employed
19.58885
Suburban
Premium
1
1
588
8
2022-04-21 15:21:39.167099
Average
Yes
Daily
Apartment
841
1,168,696
42
Female
85,726
null
2
PhD
Employed
22.764174
Suburban
Basic
2
12
806
5
2020-06-04 15:21:39.122134
Average
Yes
Monthly
Condo
573
1,168,697
56
Male
3,555
Single
4
PhD
Self-Employed
19.018976
Rural
Comprehensive
0
3
381
8
2021-11-17 15:21:39.224915
Average
No
Weekly
House
1,086
1,168,698
48
Male
53,341
Divorced
1
PhD
null
24.269617
Urban
Comprehensive
null
1
316
3
2022-10-27 15:21:39.194829
Poor
No
Rarely
Apartment
1,553
1,168,699
52
Male
20,231
Married
2
Master's
null
40.626834
Rural
Basic
1
7
508
1
2024-04-12 15:21:39.274993
Poor
No
Daily
House
437