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
1,187,600
26
Male
514
Divorced
3
Master's
Unemployed
20.70796
Suburban
Premium
null
3
716
3
2020-04-27 15:21:39.134960
Average
No
Rarely
Condo
3,180
1,187,601
33
Male
1,149
Single
0
Master's
Unemployed
29.933181
Suburban
Comprehensive
2
19
580
6
2019-11-26 15:21:39.134960
Good
No
Weekly
House
469
1,187,602
19
Female
1,289
Married
4
PhD
Unemployed
6.090169
Urban
Premium
null
0
517
5
2020-03-09 15:21:39.237118
Average
Yes
Weekly
Condo
20
1,187,603
62
Male
638
Divorced
0
High School
null
null
Suburban
Basic
0
16
566
2
2021-03-02 15:21:39.094752
Average
No
Weekly
Condo
2,142
1,187,604
54
Male
8,415
Divorced
4
PhD
Employed
24.848783
Urban
Basic
null
10
null
3
2023-07-07 15:21:39.254678
Poor
Yes
Daily
House
538
1,187,605
26
Male
6,870
Divorced
2
High School
Self-Employed
null
Rural
Basic
null
0
613
3
2022-02-02 15:21:39.205850
Average
No
Monthly
Apartment
815
1,187,606
29
Male
933
Single
4
Bachelor's
Self-Employed
null
Urban
Premium
null
6
685
5
2023-04-24 15:21:39.155231
Average
Yes
Weekly
Apartment
979
1,187,607
58
Male
8,062
Married
3
Bachelor's
null
40.84818
Urban
Comprehensive
null
19
677
3
2020-09-21 15:21:39.209847
Good
No
Rarely
Condo
493
1,187,608
31
Male
44,763
Divorced
3
High School
Employed
39.62984
Suburban
Comprehensive
1
17
null
9
2022-05-08 15:21:39.107553
Good
No
Weekly
Apartment
219
1,187,609
36
Female
6,988
Divorced
4
Bachelor's
Employed
9.291516
Urban
Premium
null
9
516
3
2022-07-05 15:21:39.155231
Average
No
Rarely
Condo
2,437
1,187,610
55
Male
9,072
Single
1
Master's
null
34.90692
Urban
Basic
2
15
657
9
2020-03-06 15:21:39.185215
Good
Yes
Monthly
Condo
1,187
1,187,611
30
Male
28,409
Divorced
1
High School
null
7.009563
Suburban
Basic
1
12
758
3
2024-06-05 15:21:39.130190
Average
No
Weekly
House
2,887
1,187,612
28
Male
5,949
Married
0
Bachelor's
Employed
25.098244
Rural
Premium
null
6
null
5
2022-07-16 15:21:39.236064
Good
No
Monthly
Apartment
1,113
1,187,613
40
Female
72,872
Divorced
4
Bachelor's
Employed
22.955752
Suburban
Premium
null
17
334
5
2021-10-15 15:21:39.125660
Good
No
Weekly
Condo
2,398
1,187,614
32
Male
34,374
Married
1
Master's
Unemployed
7.083594
Rural
Basic
2
17
752
6
2022-07-27 15:21:39.223901
Average
No
Rarely
House
1,266
1,187,615
32
Male
67,532
Married
null
PhD
Self-Employed
39.783453
Urban
Basic
null
10
366
2
2021-08-16 15:21:39.181605
Good
Yes
Rarely
Apartment
2,347
1,187,616
28
Male
90,464
Single
2
Master's
Unemployed
26.857851
Suburban
Basic
1
8
481
9
2021-02-09 15:21:39.094752
Good
Yes
Daily
House
3,039
1,187,617
18
Male
121,423
Divorced
2
PhD
Employed
51.058732
Suburban
Comprehensive
1
9
657
7
2019-12-23 15:21:39.192212
Good
Yes
Weekly
House
531
1,187,618
46
Female
16,902
Married
4
PhD
null
15.841069
Urban
Basic
null
19
655
3
2019-10-14 15:21:39.114118
Average
Yes
Rarely
Condo
3,323
1,187,619
27
Male
40,060
Married
1
Bachelor's
null
25.45127
Suburban
Premium
2
4
null
3
2020-08-19 15:21:39.134960
Poor
No
Rarely
Condo
1,795
1,187,620
53
Male
22,866
Divorced
1
Master's
Unemployed
35.171275
Urban
Comprehensive
1
7
370
8
2024-03-01 15:21:39.134960
Good
No
Rarely
Condo
881
1,187,621
47
Female
40,262
Married
2
Master's
Employed
18.14935
Suburban
Premium
1
0
782
9
2022-07-31 15:21:39.089116
Average
No
Rarely
Apartment
1,334
1,187,622
19
Male
17,733
Married
3
PhD
Employed
19.93849
Rural
Comprehensive
1
18
541
2
2019-11-05 15:21:39.134960
Poor
Yes
Weekly
Condo
385
1,187,623
63
Male
8,984
Divorced
4
Master's
null
31.769402
Suburban
Premium
1
10
642
5
2023-08-26 15:21:39.174719
Good
Yes
Monthly
House
923
1,187,624
37
Female
43,783
Divorced
1
PhD
Unemployed
13.075036
Urban
Premium
null
4
null
6
2024-06-30 15:21:39.237118
Poor
No
Daily
Condo
564
1,187,625
36
Male
73,628
Divorced
2
High School
null
32.397034
Suburban
Basic
null
13
413
2
2021-08-24 15:21:39.130190
Good
Yes
Monthly
Condo
893
1,187,626
36
Male
35,642
Married
2
High School
Unemployed
25.974198
Suburban
Basic
null
18
304
2
2020-04-30 15:21:39.237118
Average
Yes
Rarely
Condo
962
1,187,627
49
Male
47,680
Single
3
High School
Unemployed
15.879204
Urban
Basic
1
1
517
4
2023-04-01 15:21:39.237118
Average
No
Rarely
Apartment
250
1,187,628
60
Male
28,193
Single
null
Bachelor's
Self-Employed
22.913298
Urban
Comprehensive
0
17
684
6
2020-12-26 15:21:39.168099
Poor
No
Daily
Apartment
35
1,187,629
35
Female
17,383
Married
0
High School
Unemployed
28.790546
Rural
Comprehensive
2
12
658
1
2022-01-20 15:21:39.179186
Poor
Yes
Daily
Condo
1,900
1,187,630
46
Male
75,741
Married
1
Master's
Employed
39.051072
Urban
Basic
0
4
438
3
2020-05-16 15:21:39.237118
Good
Yes
Monthly
Condo
642
1,187,631
24
Female
36,125
Married
4
Master's
Unemployed
45.646864
Suburban
Comprehensive
1
10
null
3
2024-07-12 15:21:39.134960
Average
Yes
Rarely
Apartment
1,433
1,187,632
22
Female
24,791
Single
4
PhD
Unemployed
29.016027
Suburban
Basic
1
3
756
5
2020-05-13 15:21:39.175719
Poor
Yes
Rarely
Apartment
992
1,187,633
28
Male
20,262
Divorced
null
Master's
Unemployed
13.26799
Rural
Premium
1
6
757
5
2023-05-19 15:21:39.278402
null
No
Daily
Apartment
582
1,187,634
24
Male
51,402
Divorced
4
Bachelor's
Self-Employed
21.573041
Suburban
Premium
null
12
802
5
2021-09-01 15:21:39.134960
null
No
Weekly
House
319
1,187,635
21
Male
5,038
Married
2
Bachelor's
Unemployed
18.065618
Urban
Comprehensive
0
12
null
1
2020-04-07 15:21:39.120168
Poor
Yes
Weekly
Condo
56
1,187,636
33
Female
28,931
Married
2
Master's
Unemployed
17.059957
Suburban
Basic
0
13
null
7
2020-12-30 15:21:39.147735
Poor
No
Daily
Condo
1,428
1,187,637
58
Female
16,845
Divorced
null
Master's
Self-Employed
24.967892
Urban
Basic
0
2
634
5
2020-11-14 15:21:39.131192
Poor
No
Monthly
House
208
1,187,638
64
Female
16,646
Married
1
Bachelor's
null
15.139676
Suburban
Premium
null
15
744
4
2023-06-24 15:21:39.194829
Good
Yes
Weekly
Apartment
1,313
1,187,639
64
Male
3,315
Married
1
High School
Self-Employed
20.904271
Rural
Basic
3
17
833
8
2020-10-18 15:21:39.254678
Poor
Yes
Daily
House
692
1,187,640
40
Male
9,085
Divorced
3
Bachelor's
Unemployed
23.362036
Urban
Premium
null
6
828
4
2021-12-07 15:21:39.204790
Average
Yes
Monthly
House
1,630
1,187,641
30
Female
1,414
Married
4
Bachelor's
Employed
37.817488
Rural
Premium
null
14
568
2
2024-05-29 15:21:39.101733
Poor
No
Daily
Condo
1,979
1,187,642
18
Male
2,575
Single
1
Bachelor's
null
32.737663
Rural
Basic
1
15
488
9
2024-04-09 15:21:39.108562
Poor
Yes
Monthly
Apartment
1,804
1,187,643
53
Female
14,897
Single
3
PhD
null
20.534747
Urban
Premium
0
5
568
8
2020-06-04 15:21:39.251142
Good
No
Monthly
Condo
773
1,187,644
54
Female
4,793
Single
4
Bachelor's
null
null
Suburban
Basic
0
14
null
5
2022-04-18 15:21:39.134960
null
Yes
Rarely
Apartment
1,758
1,187,645
50
Male
94,304
Married
1
Master's
Unemployed
9.140844
Suburban
Basic
4
16
634
1
2023-06-15 15:21:39.274993
Good
No
Rarely
Condo
204
1,187,646
45
Female
10,017
Married
3
High School
Self-Employed
18.55294
Urban
Premium
null
8
666
1
2020-09-24 15:21:39.282785
Poor
No
Monthly
Condo
975
1,187,647
55
Female
104,461
Divorced
0
High School
Self-Employed
25.067987
Suburban
Basic
1
13
438
9
2020-07-08 15:21:39.237118
Average
No
Weekly
Apartment
1,346
1,187,648
41
Female
25,212
Single
2
High School
Unemployed
44.924472
Suburban
Premium
null
17
659
5
2020-02-29 15:21:39.237118
Good
No
Monthly
Apartment
2,077
1,187,649
46
Female
37,692
Divorced
3
PhD
null
52.096698
Rural
Premium
0
2
816
9
2024-01-15 15:21:39.190215
Average
Yes
Monthly
Condo
1,942
1,187,650
45
Male
10,791
Divorced
4
Bachelor's
Unemployed
35.936354
Rural
Premium
0
7
775
7
2024-01-30 15:21:39.285112
Poor
Yes
Monthly
Apartment
919
1,187,651
21
Male
8,981
Single
3
Master's
null
27.422898
Rural
Basic
0
19
684
4
2021-05-02 15:21:39.096739
null
Yes
Daily
House
2,196
1,187,652
61
Female
3,276
Divorced
2
Bachelor's
Unemployed
19.936338
Urban
Basic
0
15
314
8
2021-07-22 15:21:39.134960
Good
No
Daily
Apartment
75
1,187,653
20
Female
10,213
Divorced
4
PhD
Unemployed
3.572216
Suburban
Comprehensive
0
13
822
1
2019-11-23 15:21:39.204790
Good
Yes
Daily
House
2,475
1,187,654
28
Male
6,871
Single
2
High School
Employed
22.865962
Suburban
Basic
null
18
597
3
2019-11-02 15:21:39.155231
Good
Yes
Weekly
Apartment
2,029
1,187,655
53
Male
5,743
Married
3
Master's
null
15.516918
Rural
Comprehensive
0
7
581
7
2022-10-13 15:21:39.226954
Good
No
Weekly
House
26
1,187,656
33
Female
18,704
Divorced
2
PhD
Employed
49.539637
Urban
Premium
null
0
415
8
2020-10-01 15:21:39.211806
Poor
No
Rarely
Condo
551
1,187,657
28
Female
27,692
Married
null
Master's
Self-Employed
20.982538
Suburban
Premium
2
15
799
5
2024-04-15 15:21:39.237118
Good
Yes
Daily
House
1,557
1,187,658
43
Female
4,625
Single
3
Master's
null
19.991099
Urban
Basic
null
7
609
2
2023-07-03 15:21:39.134960
Good
No
Daily
Apartment
4,527
1,187,659
36
Female
45,625
Married
1
PhD
null
36.439739
Urban
Premium
1
15
810
2
2022-12-23 15:21:39.081504
Average
Yes
Daily
Condo
1,729
1,187,660
57
Female
11,223
Single
3
PhD
null
null
Rural
Premium
0
1
511
2
2022-09-25 15:21:39.194829
Average
No
Weekly
Condo
884
1,187,661
48
Male
46,463
Married
0
Master's
Employed
15.659724
Rural
Premium
null
12
418
4
2023-12-21 15:21:39.134960
Good
Yes
Rarely
Apartment
742
1,187,662
54
Female
25,791
Divorced
0
High School
Unemployed
36.074139
Suburban
Basic
0
10
613
3
2022-03-24 15:21:39.149731
Good
Yes
Monthly
Apartment
393
1,187,663
40
Male
29,851
Married
3
Master's
null
40.980101
Urban
Comprehensive
null
8
835
2
2021-04-02 15:21:39.098696
Average
No
Monthly
House
1,196
1,187,664
38
Female
3,717
Single
3
Master's
Employed
28.441968
Urban
Premium
1
5
704
7
2022-08-11 15:21:39.269494
Poor
Yes
Weekly
Condo
238
1,187,665
53
Male
14,073
Married
2
Bachelor's
Employed
18.886617
Rural
Premium
2
11
725
3
2021-06-26 15:21:39.134960
Poor
No
Daily
Apartment
23
1,187,666
19
Female
26,369
Single
3
Master's
Unemployed
10.919105
Rural
Comprehensive
2
4
533
2
2019-08-27 15:21:39.237118
null
No
Daily
Apartment
792
1,187,667
63
Female
5,542
Divorced
4
High School
null
32.371675
Rural
Comprehensive
0
14
833
4
2024-04-24 15:21:39.249100
Average
Yes
Rarely
House
1,233
1,187,668
56
Male
27,241
Single
2
Bachelor's
Self-Employed
31.995843
Urban
Basic
0
1
615
3
2022-02-04 15:21:39.226954
Poor
Yes
Weekly
Apartment
2,850
1,187,669
46
Male
45,988
Married
null
PhD
null
4.293022
Suburban
Basic
1
4
632
4
2023-03-11 15:21:39.126661
Good
No
Rarely
Condo
110
1,187,670
35
Male
35,303
Single
0
Master's
Unemployed
7.652783
Suburban
Premium
1
11
575
7
2023-12-05 15:21:39.235012
Average
Yes
Rarely
House
650
1,187,671
42
Female
25,672
Married
2
Bachelor's
Unemployed
8.079293
Suburban
Basic
null
10
548
9
2022-10-08 15:21:39.130190
Good
Yes
Rarely
Apartment
1,334
1,187,672
19
Female
103,564
Single
1
High School
Self-Employed
13.443969
Suburban
Basic
1
10
351
4
2020-12-02 15:21:39.244069
Poor
No
Daily
Condo
456
1,187,673
44
Male
539
Married
3
High School
null
26.252749
Urban
Premium
4
18
846
4
2020-09-19 15:21:39.146733
Good
Yes
Daily
House
876
1,187,674
42
Female
4,064
Married
4
PhD
Self-Employed
42.234439
Urban
Premium
null
7
741
3
2024-03-12 15:21:39.204790
Poor
Yes
Weekly
House
2,230
1,187,675
26
Female
3,465
Divorced
3
Master's
Employed
10.008064
Suburban
Premium
3
4
519
9
2021-08-31 15:21:39.092127
Good
No
Weekly
Apartment
1,045
1,187,676
20
Male
29,302
Married
null
Master's
null
27.124934
Suburban
Basic
0
13
785
5
2020-03-29 15:21:39.130190
Poor
No
Daily
House
477
1,187,677
62
Female
1,130
Divorced
4
PhD
null
10.622972
Suburban
Premium
0
15
412
5
2021-08-25 15:21:39.134960
Good
No
Rarely
House
783
1,187,678
56
Female
5,966
Married
2
High School
Employed
9.924207
Urban
Comprehensive
0
11
null
1
2021-11-19 15:21:39.173834
Poor
No
Daily
House
1,061
1,187,679
59
Male
122,320
Married
3
High School
Unemployed
44.527756
Suburban
Basic
1
7
602
4
2019-09-07 15:21:39.168099
Good
No
Rarely
Condo
2,854
1,187,680
38
Male
34,374
Single
0
Bachelor's
Unemployed
43.36589
Urban
Premium
null
4
791
6
2022-10-02 15:21:39.175719
Average
Yes
Daily
Condo
484
1,187,681
46
Male
null
Divorced
null
Bachelor's
Employed
27.243985
Urban
Comprehensive
null
18
432
9
2023-03-30 15:21:39.279729
Poor
No
Monthly
House
1,408
1,187,682
25
Male
107,547
Single
3
High School
null
26.957004
Urban
Comprehensive
null
18
447
2
2023-12-25 15:21:39.155231
Good
No
Rarely
Apartment
695
1,187,683
54
Male
10,066
Divorced
2
Master's
Unemployed
47.890741
Urban
Comprehensive
0
18
646
3
2024-05-22 15:21:39.100695
Poor
Yes
Weekly
Condo
1,001
1,187,684
48
Male
19,744
Divorced
1
High School
null
22.734979
Rural
Comprehensive
1
19
731
6
2022-08-24 15:21:39.155231
Poor
No
Monthly
Condo
773
1,187,685
21
Male
71,744
Married
4
Master's
null
28.23556
Suburban
Premium
1
15
434
8
2023-04-01 15:21:39.283783
Poor
No
Monthly
Apartment
35
1,187,686
48
Male
43,970
Married
2
Bachelor's
null
14.812897
Rural
Premium
null
11
709
9
2022-06-19 15:21:39.237118
Average
No
Daily
House
2,918
1,187,687
42
Male
48,899
Divorced
null
Bachelor's
Unemployed
11.363324
Suburban
Basic
2
6
762
3
2020-11-02 15:21:39.134960
Good
No
Monthly
Apartment
3,073
1,187,688
30
Female
487
Single
3
Master's
Self-Employed
7.985085
Urban
Comprehensive
1
2
714
2
2019-09-08 15:21:39.176717
Average
No
Daily
Apartment
1,162
1,187,689
62
Female
37,486
Single
0
Bachelor's
Employed
38.624313
Urban
Basic
1
19
null
1
2024-07-21 15:21:39.250151
Poor
Yes
Weekly
Condo
662
1,187,690
55
Female
24,961
Single
3
Master's
Self-Employed
50.926735
Rural
Premium
1
15
615
3
2024-06-28 15:21:39.274993
Average
No
Rarely
House
20
1,187,691
63
Male
10,987
Divorced
1
PhD
Employed
16.173769
Suburban
Comprehensive
0
17
383
1
2020-10-01 15:21:39.150730
Poor
No
Rarely
Condo
1,124
1,187,692
52
Male
18,472
Divorced
3
Bachelor's
Unemployed
27.452992
Rural
Comprehensive
1
12
null
9
2019-09-13 15:21:39.106582
Average
Yes
Weekly
Apartment
969
1,187,693
21
Male
39,094
Single
4
PhD
Employed
15.182384
Urban
Comprehensive
4
0
728
2
2021-02-19 15:21:39.155231
Poor
Yes
Monthly
Condo
981
1,187,694
64
Female
69,939
Married
3
Bachelor's
Employed
26.385849
Urban
Comprehensive
3
1
null
2
2020-05-23 15:21:39.210805
Average
Yes
Monthly
House
2,908
1,187,695
41
Male
12,962
Single
1
Bachelor's
null
7.39804
Rural
Basic
1
10
406
3
2024-01-01 15:21:39.286113
Average
Yes
Monthly
Apartment
761
1,187,696
19
Male
105,122
Divorced
0
PhD
Employed
30.624326
Urban
Premium
3
0
813
7
2024-06-17 15:21:39.177724
Poor
Yes
Weekly
Condo
399
1,187,697
24
Male
17,063
Married
3
PhD
Unemployed
11.325914
Rural
Comprehensive
0
12
554
5
2024-08-02 15:21:39.279729
Good
Yes
Weekly
House
643
1,187,698
32
Female
12,058
Single
4
Master's
null
25.633014
Rural
Comprehensive
0
0
511
3
2020-03-17 15:21:39.185215
Average
No
Rarely
Apartment
471
1,187,699
60
Female
null
Single
4
PhD
Employed
23.83945
Rural
Comprehensive
0
6
429
5
2021-08-25 15:21:39.171102
Average
Yes
Monthly
Condo
810