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
1,185,600
21
Female
9,515
Divorced
0
High School
Unemployed
16.634374
Suburban
Basic
null
15
763
8
2019-08-30 15:21:39.274993
Good
No
Daily
Condo
642
1,185,601
61
Male
143,730
Divorced
4
Bachelor's
Unemployed
null
Urban
Basic
null
1
361
3
2020-12-15 15:21:39.253660
Average
Yes
Rarely
Condo
1,459
1,185,602
45
Male
35,615
null
null
PhD
Self-Employed
30.913678
Suburban
Basic
1
1
575
1
2023-10-15 15:21:39.134960
Average
No
Weekly
Condo
255
1,185,603
33
Male
57,950
null
1
Bachelor's
Unemployed
43.933004
Rural
Basic
null
8
null
3
2020-12-17 15:21:39.134960
Poor
Yes
Rarely
House
2,526
1,185,604
20
Female
143,432
Divorced
3
Master's
Unemployed
44.362242
Rural
Basic
1
2
311
6
2023-06-09 15:21:39.282785
Poor
No
Monthly
Condo
536
1,185,605
24
Female
20,311
Single
3
Bachelor's
null
30.523829
Rural
Basic
3
18
826
5
2019-10-27 15:21:39.124659
Poor
Yes
Monthly
Apartment
813
1,185,606
63
Male
2,474
Single
0
Master's
Unemployed
8.65213
Rural
Comprehensive
null
12
462
7
2022-11-29 15:21:39.233485
Poor
No
Weekly
House
1,324
1,185,607
30
Female
38,263
Married
0
High School
Employed
37.047912
Urban
Premium
2
11
789
1
2021-03-04 15:21:39.273973
Poor
No
Rarely
Condo
437
1,185,608
64
Female
4,918
Married
0
Master's
Employed
23.926675
Rural
Comprehensive
0
19
364
5
2023-09-30 15:21:39.176717
Poor
No
Weekly
Apartment
1,726
1,185,609
58
Male
1,299
Divorced
0
Master's
Self-Employed
null
Rural
Premium
null
13
647
9
2022-09-01 15:21:39.093681
Poor
Yes
Daily
Apartment
488
1,185,610
61
Male
6,042
Divorced
1
Master's
null
19.048523
Rural
Premium
null
1
511
4
2023-07-13 15:21:39.155231
Good
No
Daily
Apartment
40
1,185,611
43
Female
40,186
Single
1
High School
Unemployed
23.945657
Urban
Comprehensive
1
17
823
5
2019-09-18 15:21:39.145732
Good
Yes
Daily
House
262
1,185,612
33
Female
919
Single
0
Master's
Unemployed
46.982339
Suburban
Basic
3
2
null
1
2020-09-02 15:21:39.230483
Good
No
Rarely
House
3,891
1,185,613
44
Male
8,232
Single
4
Bachelor's
null
50.813784
Urban
Basic
1
7
null
3
2022-12-29 15:21:39.280784
Average
No
Weekly
Apartment
1,628
1,185,614
38
Female
28,665
Single
3
PhD
null
33.682407
Suburban
Basic
null
12
526
5
2022-12-24 15:21:39.188220
Poor
No
Daily
Apartment
906
1,185,615
22
Male
2,623
Married
4
Bachelor's
Unemployed
19.441208
Urban
Basic
1
4
458
4
2022-05-04 15:21:39.193945
Poor
No
Monthly
House
686
1,185,616
null
Male
28,182
Married
1
PhD
Unemployed
46.822772
Suburban
Premium
0
17
796
3
2020-03-21 15:21:39.249100
Poor
No
Weekly
Apartment
930
1,185,617
63
Female
30,297
Single
1
Master's
Self-Employed
9.08887
Urban
Basic
0
19
null
5
2022-02-17 15:21:39.201446
Good
Yes
Rarely
Apartment
1,062
1,185,618
53
Male
20,254
Single
1
Bachelor's
null
null
Urban
Basic
1
15
537
4
2023-10-11 15:21:39.144722
Good
Yes
Daily
House
719
1,185,619
38
Male
2,698
Divorced
1
Master's
Employed
22.640437
Urban
Premium
1
7
468
8
2020-11-17 15:21:39.110557
Average
Yes
Rarely
Apartment
603
1,185,620
47
Male
7,909
Married
1
High School
null
35.867883
Rural
Basic
null
19
667
7
2023-04-10 15:21:39.134960
Average
No
Monthly
Apartment
1,062
1,185,621
28
Female
5,047
Married
1
Bachelor's
Self-Employed
38.644902
Rural
Basic
0
14
779
1
2022-06-19 15:21:39.134960
Average
Yes
Daily
Apartment
2,226
1,185,622
46
Male
28,675
Divorced
0
PhD
null
39.757043
Urban
Basic
0
2
776
8
2024-02-09 15:21:39.134960
Average
No
Weekly
House
1,330
1,185,623
43
Male
17,338
Single
1
Bachelor's
Self-Employed
29.771727
Suburban
Comprehensive
null
4
487
5
2020-10-21 15:21:39.155231
Good
No
Rarely
Apartment
1,377
1,185,624
18
Male
1,938
Single
2
Master's
Unemployed
22.357112
Rural
Comprehensive
null
17
639
1
2019-12-08 15:21:39.155231
Good
No
Weekly
Apartment
466
1,185,625
29
Male
24,212
Divorced
1
Bachelor's
Unemployed
19.869817
Rural
Basic
2
13
469
4
2022-11-21 15:21:39.182597
null
Yes
Rarely
House
2,182
1,185,626
56
Female
3,837
Married
2
PhD
Self-Employed
35.076997
Urban
Premium
2
10
463
3
2021-12-20 15:21:39.080440
Average
No
Rarely
Apartment
664
1,185,627
38
Male
3,966
Divorced
1
Master's
null
20.613411
Urban
Comprehensive
null
2
635
4
2021-04-23 15:21:39.155231
Poor
Yes
Rarely
Condo
379
1,185,628
37
Male
53,983
Divorced
2
Bachelor's
null
21.726408
Urban
Premium
0
8
782
4
2021-08-29 15:21:39.134960
Good
Yes
Daily
Apartment
220
1,185,629
39
Female
30,897
Divorced
3
PhD
Employed
null
Suburban
Basic
1
3
526
4
2021-11-11 15:21:39.219432
Average
Yes
Monthly
Apartment
3,933
1,185,630
59
Male
24,892
Single
2
Bachelor's
null
21.358729
Urban
Premium
2
6
729
6
2022-02-05 15:21:39.237118
Poor
Yes
Rarely
House
809
1,185,631
51
Male
27,385
Divorced
null
High School
Unemployed
11.772013
Urban
Comprehensive
2
3
713
8
2022-01-10 15:21:39.273973
Average
No
Weekly
Condo
681
1,185,632
63
Female
51,024
Married
2
Bachelor's
Unemployed
12.627831
Suburban
Comprehensive
2
13
709
3
2021-08-24 15:21:39.187211
Poor
No
Daily
House
123
1,185,633
27
Male
5,815
Divorced
0
High School
Employed
35.599748
Suburban
Basic
0
2
740
7
2023-07-30 15:21:39.237118
Average
No
Weekly
Apartment
631
1,185,634
53
Male
91,859
Married
3
Master's
Employed
15.818307
Suburban
Comprehensive
1
16
587
2
2023-12-23 15:21:39.282785
Poor
Yes
Rarely
Condo
168
1,185,635
44
Female
57,553
Single
null
Master's
Employed
null
Suburban
Basic
1
1
544
4
2022-05-01 15:21:39.285112
null
No
Rarely
Condo
759
1,185,636
46
Male
92,419
Divorced
null
PhD
null
14.912907
Urban
Premium
1
14
388
6
2019-11-03 15:21:39.229482
Average
No
Rarely
Apartment
1,465
1,185,637
64
Female
12,609
Divorced
2
PhD
null
20.738348
Urban
Comprehensive
1
11
558
9
2024-01-21 15:21:39.093681
null
No
Daily
Condo
869
1,185,638
43
Female
15,803
Divorced
0
Bachelor's
Self-Employed
13.05623
Urban
Basic
null
10
695
7
2022-07-11 15:21:39.237118
Average
No
Daily
Apartment
872
1,185,639
34
Male
24,897
Married
2
Bachelor's
null
37.913489
Suburban
Premium
1
14
584
6
2021-05-05 15:21:39.134960
Poor
No
Rarely
Apartment
1,536
1,185,640
53
Female
28,399
Divorced
1
PhD
Employed
31.938252
Rural
Basic
1
8
406
8
2023-05-14 15:21:39.229482
Poor
Yes
Rarely
Apartment
619
1,185,641
36
Female
44,959
Divorced
2
High School
null
21.858507
Rural
Basic
1
6
635
1
2021-10-26 15:21:39.261856
Good
Yes
Weekly
Condo
1,411
1,185,642
43
Female
25,143
Married
3
High School
null
47.687828
Rural
Basic
0
6
null
4
2021-01-11 15:21:39.095696
Poor
No
Weekly
House
1,022
1,185,643
36
Female
12,054
Married
2
Master's
Employed
26.599427
Rural
Basic
null
8
376
7
2022-03-05 15:21:39.197445
Poor
No
Monthly
Condo
2,083
1,185,644
54
Female
10,158
Married
4
PhD
null
35.039399
Rural
Basic
2
13
837
2
2021-10-02 15:21:39.226954
Good
Yes
Monthly
Apartment
790
1,185,645
51
Female
9,091
Divorced
2
High School
Employed
11.687628
Suburban
Basic
2
6
null
4
2021-05-22 15:21:39.109552
Average
No
Daily
Condo
817
1,185,646
19
Female
46,269
Divorced
null
High School
null
10.98866
Suburban
Comprehensive
2
6
578
9
2020-01-22 15:21:39.099739
Average
Yes
Daily
Condo
164
1,185,647
64
Male
12,056
Single
0
PhD
null
24.734903
Urban
Comprehensive
0
7
321
2
2020-02-20 15:21:39.188220
Poor
No
Rarely
Apartment
615
1,185,648
50
Female
38,431
Married
1
PhD
Self-Employed
16.038466
Rural
Premium
0
4
773
6
2020-05-10 15:21:39.223901
Average
Yes
Rarely
House
1,081
1,185,649
62
Male
18,063
Divorced
3
High School
Self-Employed
25.145769
Urban
Premium
null
13
679
5
2020-07-07 15:21:39.122134
Good
Yes
Monthly
Apartment
1,475
1,185,650
49
Male
2,533
Single
3
Master's
Unemployed
18.933757
Urban
Basic
1
11
null
5
2022-04-10 15:21:39.278402
Poor
Yes
Daily
House
100
1,185,651
43
Female
26,324
Single
null
High School
null
12.493544
Urban
Premium
2
9
694
3
2023-05-19 15:21:39.085129
Poor
No
Rarely
House
789
1,185,652
51
Female
38,691
Divorced
0
PhD
null
21.591649
Rural
Premium
null
14
348
9
2022-11-30 15:21:39.211806
Good
Yes
Rarely
Apartment
26
1,185,653
22
Male
2,536
Married
3
Bachelor's
null
17.682628
Rural
Comprehensive
2
5
null
6
2021-06-02 15:21:39.134960
Poor
Yes
Daily
Apartment
1,391
1,185,654
44
Female
2,986
Single
3
Bachelor's
Unemployed
21.504708
Rural
Comprehensive
0
11
449
5
2022-04-04 15:21:39.272456
Poor
No
Monthly
House
886
1,185,655
63
Female
18,054
Single
2
High School
Employed
37.53968
Rural
Premium
null
0
771
1
2022-08-03 15:21:39.134960
Poor
Yes
Weekly
House
1,537
1,185,656
52
Female
19,504
Single
3
Master's
null
3.485763
Urban
Comprehensive
2
12
751
3
2022-11-17 15:21:39.252145
Average
No
Rarely
Condo
770
1,185,657
40
Male
50,726
Single
2
Bachelor's
null
9.945291
Urban
Premium
3
10
665
2
2023-11-10 15:21:39.096739
null
Yes
Daily
Apartment
879
1,185,658
47
Female
null
Married
1
Master's
null
21.965246
Suburban
Comprehensive
2
6
316
8
2021-04-09 15:21:39.155231
Good
No
Rarely
Apartment
509
1,185,659
62
Female
35,178
Divorced
1
PhD
Self-Employed
10.012459
Urban
Basic
1
19
406
2
2022-06-30 15:21:39.134960
Good
No
Weekly
Apartment
2,023
1,185,660
37
Male
null
Divorced
3
High School
Employed
21.898396
Rural
Basic
1
17
428
8
2022-12-10 15:21:39.147735
null
Yes
Weekly
Condo
882
1,185,661
47
Female
29,895
Married
3
Master's
null
7.727038
Urban
Premium
null
7
null
8
2024-02-29 15:21:39.201446
Good
No
Rarely
Apartment
274
1,185,662
35
Female
81,448
Single
null
Bachelor's
null
10.183347
Urban
Basic
null
8
447
6
2022-04-24 15:21:39.084065
Poor
No
Weekly
House
1,228
1,185,663
31
Female
25,591
Divorced
4
Bachelor's
Self-Employed
36.240561
Suburban
Comprehensive
2
17
736
6
2021-01-27 15:21:39.231531
Poor
Yes
Monthly
Apartment
2,447
1,185,664
36
Male
79,548
Single
4
Bachelor's
Self-Employed
21.936873
Urban
Comprehensive
1
0
486
6
2021-10-31 15:21:39.237118
Poor
No
Rarely
Condo
176
1,185,665
61
Female
71,997
Married
3
PhD
Employed
14.994553
Urban
Comprehensive
null
11
597
9
2020-05-20 15:21:39.134960
Good
No
Daily
Condo
237
1,185,666
30
Male
56,939
Married
4
Master's
Unemployed
30.590938
Rural
Comprehensive
1
19
337
8
2024-01-01 15:21:39.106582
Average
Yes
Daily
Apartment
1,104
1,185,667
46
Male
17,053
Divorced
2
Master's
null
17.995037
Rural
Premium
null
5
803
9
2022-07-04 15:21:39.282785
Good
No
Rarely
House
1,332
1,185,668
32
Male
20,276
Married
2
High School
Self-Employed
26.143665
Rural
Comprehensive
0
12
673
6
2023-11-21 15:21:39.134960
Good
No
Weekly
House
881
1,185,669
49
Male
20,389
Married
null
Master's
Employed
12.985077
Rural
Comprehensive
1
9
482
9
2023-06-21 15:21:39.172097
Good
No
Daily
House
861
1,185,670
21
Female
3,291
Single
3
Bachelor's
null
17.408631
Suburban
Premium
0
14
377
2
2020-02-27 15:21:39.167099
Poor
No
Weekly
House
561
1,185,671
57
Female
25,058
Married
3
Bachelor's
Employed
15.908771
Urban
Premium
0
6
540
6
2021-02-05 15:21:39.112553
Poor
Yes
Daily
House
115
1,185,672
31
Male
1,176
Single
2
Master's
Employed
31.181187
Urban
Basic
null
7
488
7
2020-07-29 15:21:39.155231
null
Yes
Daily
Condo
993
1,185,673
27
Female
3,254
Divorced
4
Master's
null
33.257945
Urban
Premium
1
2
403
5
2021-01-10 15:21:39.225916
Average
No
Rarely
Condo
3,227
1,185,674
33
Male
40,881
Married
1
Master's
null
24.055618
Suburban
Comprehensive
0
17
846
5
2023-05-22 15:21:39.237118
Good
Yes
Daily
Apartment
511
1,185,675
22
Female
798
Married
0
High School
Unemployed
6.473865
Urban
Premium
null
3
783
6
2024-02-04 15:21:39.226954
Poor
No
Monthly
Apartment
39
1,185,676
56
Male
3,375
Single
2
Bachelor's
null
21.246979
Urban
Basic
4
4
722
8
2020-08-14 15:21:39.211806
Good
No
Rarely
Apartment
881
1,185,677
28
Male
28,321
Married
4
PhD
Employed
42.465615
Suburban
Comprehensive
null
1
626
3
2024-08-02 15:21:39.261856
Poor
Yes
Rarely
House
733
1,185,678
56
Female
10,116
Single
0
Master's
Self-Employed
25.827997
Urban
Comprehensive
3
10
382
9
2023-10-14 15:21:39.208842
Average
Yes
Daily
Condo
890
1,185,679
20
Female
38,962
Married
3
Master's
null
11.659538
Rural
Basic
null
4
766
3
2020-07-21 15:21:39.217387
Average
No
Weekly
Condo
2,729
1,185,680
30
Male
20,511
Married
2
Master's
Unemployed
30.043292
Suburban
Basic
0
14
576
4
2024-05-28 15:21:39.244069
Poor
Yes
Weekly
Condo
1,098
1,185,681
35
Female
12,073
Divorced
1
Master's
Employed
null
Urban
Basic
null
0
725
2
2022-02-12 15:21:39.134960
Average
No
Rarely
Apartment
567
1,185,682
23
Female
12,085
Married
4
Bachelor's
Unemployed
25.893066
Urban
Basic
null
4
646
3
2020-12-11 15:21:39.185215
Average
Yes
Monthly
Condo
806
1,185,683
54
Male
10,356
Single
0
PhD
Employed
13.582567
Urban
Comprehensive
1
17
786
7
2020-04-06 15:21:39.088124
Poor
Yes
Monthly
House
231
1,185,684
62
Female
10,081
Single
null
Master's
Unemployed
19.760844
Suburban
Comprehensive
2
14
null
2
2021-05-30 15:21:39.237118
Good
Yes
Rarely
House
1,255
1,185,685
63
Male
7,058
Divorced
4
PhD
Self-Employed
22.633952
Urban
Comprehensive
0
1
552
6
2021-10-02 15:21:39.285112
Average
Yes
Weekly
Condo
462
1,185,686
19
Female
14,904
Single
1
Bachelor's
Employed
10.068349
Urban
Basic
null
8
721
9
2020-09-02 15:21:39.155231
Average
No
Monthly
House
981
1,185,687
46
Male
52,409
Married
4
Bachelor's
Employed
22.740725
Rural
Basic
null
2
456
1
2022-03-22 15:21:39.253660
Average
No
Weekly
House
2,160
1,185,688
null
Female
3,277
Married
2
Bachelor's
null
8.94799
Suburban
Comprehensive
3
15
764
9
2021-01-29 15:21:39.289099
Average
Yes
Daily
Condo
1,618
1,185,689
32
Female
1,018
Divorced
0
Master's
Unemployed
35.918619
Rural
Comprehensive
0
10
515
4
2022-09-18 15:21:39.281787
Average
No
Weekly
House
434
1,185,690
62
Male
100,566
Divorced
2
High School
Unemployed
47.08232
Urban
Premium
2
13
null
1
2024-04-15 15:21:39.260856
Good
Yes
Monthly
House
2,556
1,185,691
31
Male
66,972
Divorced
4
PhD
Unemployed
21.935853
Suburban
Premium
null
5
348
1
2021-05-21 15:21:39.087123
Good
No
Rarely
House
975
1,185,692
53
Female
104,056
Married
4
Bachelor's
null
35.944626
Rural
Basic
0
18
440
7
2022-04-05 15:21:39.134960
Poor
No
Daily
Apartment
897
1,185,693
47
Male
84,841
Single
0
PhD
Employed
7.56678
Rural
Premium
null
4
null
1
2019-10-13 15:21:39.093681
Good
Yes
Weekly
House
270
1,185,694
48
Female
40,585
Married
3
Master's
Self-Employed
12.672901
Suburban
Premium
1
1
779
4
2022-08-28 15:21:39.155231
Good
No
Monthly
House
688
1,185,695
54
Male
5,902
Divorced
4
Bachelor's
Self-Employed
45.737758
Rural
Premium
null
18
null
7
2022-07-29 15:21:39.129190
Poor
Yes
Rarely
House
3,698
1,185,696
35
Male
1,798
Married
3
Master's
null
38.924553
Urban
Comprehensive
2
12
693
9
2022-10-31 15:21:39.237118
Good
Yes
Rarely
Apartment
885
1,185,697
59
Female
13,087
Divorced
4
High School
Self-Employed
31.924235
Rural
Basic
1
16
667
9
2023-03-29 15:21:39.245086
Good
Yes
Weekly
House
1,264
1,185,698
62
Female
77,848
Single
3
Master's
Self-Employed
40.347722
Suburban
Premium
null
14
651
2
2020-03-11 15:21:39.126661
Good
No
Monthly
House
382
1,185,699
47
Male
46,891
Divorced
0
High School
Employed
15.542303
Urban
Basic
3
9
432
3
2020-05-30 15:21:39.155231
Good
Yes
Monthly
Condo
654