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
1,177,700
31
Female
30,881
Married
3
Bachelor's
Unemployed
23.322639
Rural
Basic
0
8
null
5
2022-09-17 15:21:39.155231
Poor
No
Daily
House
1,619
1,177,701
57
Male
3,544
Married
null
High School
Unemployed
12.824609
Urban
Comprehensive
1
13
687
4
2023-05-18 15:21:39.155231
Poor
Yes
Weekly
Apartment
2,539
1,177,702
46
Female
17,289
null
0
Master's
null
6.656216
Suburban
Comprehensive
2
10
847
4
2023-04-18 15:21:39.237118
Good
No
Weekly
House
1,196
1,177,703
30
Male
121,420
Single
1
Bachelor's
Employed
null
Suburban
Basic
2
18
801
9
2023-11-12 15:21:39.198406
Good
Yes
Monthly
Condo
924
1,177,704
51
Male
6,744
Divorced
3
Bachelor's
Self-Employed
5.146909
Suburban
Premium
2
1
null
4
2021-02-22 15:21:39.247098
Good
Yes
Daily
Apartment
1,549
1,177,705
63
Female
17,421
Single
2
Master's
null
38.693068
Rural
Premium
null
15
589
5
2023-07-28 15:21:39.093681
Poor
No
Weekly
Apartment
1,333
1,177,706
30
Female
null
Divorced
null
High School
null
17.955541
Rural
Premium
null
8
411
1
2020-08-31 15:21:39.285112
Good
No
Rarely
Condo
1,076
1,177,707
30
Male
30,206
Married
3
Master's
Employed
29.752663
Rural
Basic
1
4
674
4
2022-06-21 15:21:39.202448
Good
Yes
Daily
House
669
1,177,708
40
Male
28,680
Married
0
PhD
Unemployed
12.773411
Urban
Basic
0
10
null
3
2020-07-10 15:21:39.186212
Good
No
Rarely
Condo
2,037
1,177,709
20
Female
51,614
Divorced
2
Master's
Self-Employed
34.868007
Suburban
Basic
0
13
405
6
2024-07-09 15:21:39.130190
Good
Yes
Daily
House
618
1,177,710
25
Male
28,500
Single
1
High School
null
12.895384
Urban
Comprehensive
0
1
712
9
2023-03-31 15:21:39.155231
Average
Yes
Daily
Apartment
548
1,177,711
42
Female
63,301
Divorced
1
High School
null
9.487673
Suburban
Comprehensive
0
0
783
3
2019-09-20 15:21:39.212862
Average
No
Daily
Apartment
208
1,177,712
50
Male
45,974
Married
0
High School
Unemployed
40.27766
Rural
Premium
2
6
726
1
2023-06-17 15:21:39.237118
Poor
No
Weekly
House
1,739
1,177,713
64
Male
66,810
Divorced
2
Master's
Unemployed
22.73516
Urban
Premium
null
18
689
7
2021-04-05 15:21:39.260856
Poor
Yes
Weekly
Condo
112
1,177,714
48
Female
18,073
Divorced
3
High School
Employed
29.69643
Rural
Comprehensive
0
13
555
1
2020-09-25 15:21:39.196387
Average
No
Rarely
Apartment
602
1,177,715
55
Female
16,051
Divorced
0
High School
Employed
16.893247
Suburban
Basic
0
16
797
7
2023-09-15 15:21:39.143708
Poor
No
Weekly
Condo
1,556
1,177,716
52
Male
18,783
Single
2
Bachelor's
null
null
Urban
Premium
0
6
null
6
2024-03-17 15:21:39.155231
Average
No
Daily
Condo
772
1,177,717
48
Male
5,838
null
3
PhD
Employed
14.865898
Urban
Basic
0
12
532
1
2023-04-08 15:21:39.150730
Poor
Yes
Rarely
House
1,067
1,177,718
42
Female
17,561
Married
0
Master's
Self-Employed
21.086117
Rural
Basic
null
5
843
9
2020-09-13 15:21:39.152732
Poor
Yes
Daily
Apartment
1,745
1,177,719
60
Male
71,237
Divorced
0
PhD
Employed
null
Suburban
Comprehensive
2
11
null
9
2022-11-22 15:21:39.155231
Average
No
Rarely
Condo
1,729
1,177,720
43
Male
30,804
Married
0
High School
Unemployed
17.092695
Rural
Basic
null
18
441
9
2020-06-01 15:21:39.168099
Good
No
Monthly
House
533
1,177,721
27
Female
38,286
Single
1
High School
Employed
34.984996
Urban
Basic
1
10
349
8
2023-08-02 15:21:39.102694
Good
Yes
Rarely
Condo
1,026
1,177,722
23
Female
2,474
Single
1
PhD
Self-Employed
30.879401
Suburban
Premium
0
19
582
4
2022-06-03 15:21:39.192212
Average
No
Daily
Condo
23
1,177,723
40
Male
28,415
Divorced
2
Bachelor's
Employed
51.874503
Rural
Basic
null
5
828
3
2023-04-02 15:21:39.133866
Good
Yes
Monthly
Condo
1,255
1,177,724
40
Male
17,076
Married
null
High School
null
38.147909
Urban
Premium
null
2
812
3
2022-01-23 15:21:39.211806
Average
No
Daily
Condo
1,344
1,177,725
19
Female
56,550
Divorced
null
PhD
null
40.014946
Rural
Premium
1
3
579
8
2023-09-03 15:21:39.221386
Poor
No
Weekly
Condo
287
1,177,726
23
Female
35
Divorced
0
Master's
Employed
55.560186
Urban
Premium
2
0
439
1
2022-09-14 15:21:39.246098
Good
Yes
Daily
Condo
2,836
1,177,727
60
Female
31,857
Single
1
PhD
null
6.242877
Suburban
Premium
1
11
779
8
2020-07-20 15:21:39.274993
Good
Yes
Weekly
Apartment
3,352
1,177,728
39
Female
15,641
Single
1
High School
Unemployed
32.61662
Urban
Premium
1
16
null
5
2022-12-22 15:21:39.134960
Good
Yes
Daily
Condo
1,251
1,177,729
39
Female
71,470
Single
2
High School
null
45.086546
Rural
Basic
null
12
753
5
2021-04-25 15:21:39.204790
Poor
Yes
Daily
House
391
1,177,730
21
Female
2,728
Divorced
3
Bachelor's
Unemployed
22.179049
Urban
Basic
null
6
772
4
2023-03-28 15:21:39.148733
Poor
Yes
Rarely
Apartment
2,572
1,177,731
57
Male
2,426
Single
2
High School
Self-Employed
36.78592
Suburban
Comprehensive
1
9
437
6
2021-05-19 15:21:39.269494
Average
No
Monthly
Condo
702
1,177,732
23
Female
20,957
Divorced
4
Bachelor's
Unemployed
14.95821
Urban
Premium
null
5
384
2
2023-05-05 15:21:39.088124
Good
No
Daily
Apartment
1,022
1,177,733
60
Female
74,865
Single
2
PhD
Employed
37.749473
Rural
Basic
null
18
391
7
2023-02-24 15:21:39.276901
Good
No
Monthly
House
28
1,177,734
18
Female
28,215
Divorced
2
Bachelor's
Employed
39.682806
Rural
Premium
2
12
541
4
2021-06-16 15:21:39.248098
Average
No
Daily
House
1,298
1,177,735
18
Male
36,557
Divorced
0
Master's
Unemployed
29.239536
Suburban
Comprehensive
4
15
562
8
2023-03-03 15:21:39.285112
Poor
No
Daily
House
886
1,177,736
26
Male
11,996
Divorced
3
Master's
Self-Employed
18.957546
Suburban
Comprehensive
0
7
749
4
2024-04-04 15:21:39.126661
Good
No
Daily
Condo
607
1,177,737
33
Female
14,120
Single
4
Bachelor's
Unemployed
40.613748
Suburban
Comprehensive
null
6
613
9
2023-07-05 15:21:39.271453
Poor
No
Weekly
House
676
1,177,738
22
Male
44,012
Single
0
High School
null
13.816781
Suburban
Comprehensive
2
14
456
2
2023-10-24 15:21:39.288099
Average
Yes
Weekly
Condo
557
1,177,739
30
Female
28,503
null
2
Master's
Self-Employed
8.967881
Rural
Basic
1
17
478
6
2024-05-20 15:21:39.134960
Poor
No
Daily
House
1,322
1,177,740
54
Female
16,545
Divorced
2
Bachelor's
null
21.245587
Urban
Comprehensive
2
9
null
9
2023-07-21 15:21:39.276901
Good
Yes
Monthly
Condo
148
1,177,741
31
Female
1,135
Single
1
PhD
Unemployed
null
Rural
Basic
0
5
null
8
2022-01-26 15:21:39.134960
Poor
Yes
Monthly
Condo
955
1,177,742
36
Male
2,389
Married
1
Master's
Unemployed
28.289821
Suburban
Basic
1
7
828
5
2022-12-08 15:21:39.237118
Poor
Yes
Weekly
House
2,830
1,177,743
27
Female
1,030
Married
2
Master's
Employed
10.98584
Rural
Basic
1
3
442
1
2021-02-07 15:21:39.134960
Good
No
Rarely
Apartment
497
1,177,744
60
Male
38,480
Married
4
Bachelor's
null
27.161637
Rural
Premium
null
12
804
9
2022-09-01 15:21:39.271453
Good
Yes
Monthly
Condo
1,037
1,177,745
40
Male
null
null
null
High School
Unemployed
null
Suburban
Comprehensive
1
13
638
6
2022-10-10 15:21:39.285112
null
No
Rarely
Apartment
2,329
1,177,746
19
Male
59,407
Divorced
4
Bachelor's
null
30.879387
Urban
Premium
0
4
310
8
2020-04-18 15:21:39.102694
Good
No
Monthly
Apartment
1,416
1,177,747
29
Female
24,963
Divorced
0
Bachelor's
Employed
22.711405
Suburban
Comprehensive
null
10
751
8
2020-11-25 15:21:39.237118
Poor
No
Weekly
Apartment
812
1,177,748
62
Male
24,813
Single
1
High School
Self-Employed
32.158545
Suburban
Premium
1
3
474
2
2022-02-27 15:21:39.174719
Good
No
Weekly
Condo
312
1,177,749
34
Male
5,055
Married
0
Bachelor's
Unemployed
21.638781
Rural
Comprehensive
2
11
587
1
2020-01-21 15:21:39.248098
Average
No
Weekly
Condo
748
1,177,750
49
Female
44,967
Divorced
4
High School
Self-Employed
16.60261
Suburban
Comprehensive
3
15
639
2
2023-06-04 15:21:39.237118
Poor
Yes
Rarely
Condo
612
1,177,751
60
Male
null
Married
0
Master's
Employed
12.727799
Suburban
Basic
0
11
386
2
2021-04-07 15:21:39.261856
Average
Yes
Weekly
House
958
1,177,752
21
Male
1,399
Married
4
Master's
Employed
null
Rural
Premium
0
12
372
7
2021-12-24 15:21:39.268507
Average
Yes
Weekly
House
604
1,177,753
43
Female
2,513
Single
2
Master's
Employed
33.947169
Urban
Comprehensive
1
9
665
7
2023-08-11 15:21:39.155231
null
No
Weekly
Apartment
956
1,177,754
19
Male
90,794
Single
1
High School
Employed
46.711781
Urban
Basic
null
2
391
7
2022-06-19 15:21:39.085129
Poor
Yes
Daily
Condo
1,419
1,177,755
55
Male
25,863
Married
3
Master's
Employed
27.823481
Rural
Premium
0
15
null
7
2020-01-08 15:21:39.155231
Average
Yes
Weekly
House
434
1,177,756
30
Male
24,863
Married
4
High School
Unemployed
31.895694
Rural
Premium
1
2
518
2
2020-09-14 15:21:39.246098
Poor
No
Weekly
Condo
931
1,177,757
37
Male
81,764
Divorced
1
Bachelor's
null
25.755782
Urban
Premium
null
7
738
6
2024-02-04 15:21:39.276901
Average
Yes
Monthly
House
408
1,177,758
31
Male
49,402
Married
4
Master's
Unemployed
36.076898
Suburban
Basic
2
3
644
7
2021-04-17 15:21:39.191219
Average
No
Daily
Apartment
2,516
1,177,759
18
Female
3,775
Single
null
Bachelor's
Employed
20.743003
Urban
Basic
null
16
432
2
2022-01-29 15:21:39.145732
Average
Yes
Monthly
Condo
482
1,177,760
52
Male
30,121
null
4
Master's
Self-Employed
6.341442
Urban
Premium
0
5
773
8
2021-10-13 15:21:39.097737
Good
No
Rarely
Condo
466
1,177,761
18
Female
35,357
Single
0
Bachelor's
null
37.099361
Rural
Basic
null
13
566
4
2021-01-12 15:21:39.132191
Average
Yes
Rarely
Apartment
1,744
1,177,762
28
Male
null
Divorced
0
Master's
Self-Employed
27.977381
Suburban
Comprehensive
1
11
395
5
2021-08-18 15:21:39.085129
Poor
No
Rarely
House
378
1,177,763
56
Female
24,562
Divorced
3
High School
Unemployed
19.988215
Suburban
Comprehensive
0
18
613
3
2023-11-11 15:21:39.244069
Average
Yes
Rarely
House
1,073
1,177,764
51
Female
564
Married
2
PhD
Employed
13.813197
Suburban
Premium
0
0
466
3
2019-12-10 15:21:39.254678
Poor
Yes
Rarely
House
648
1,177,765
45
Male
47,969
Divorced
1
PhD
Self-Employed
51.856407
Rural
Basic
1
4
null
5
2024-05-22 15:21:39.271453
Good
Yes
Rarely
Apartment
2,131
1,177,766
44
Male
39,081
Single
0
Bachelor's
Employed
29.039596
Suburban
Premium
0
1
743
5
2021-01-17 15:21:39.202448
Good
No
Daily
Condo
661
1,177,767
53
Male
37,325
Single
4
PhD
Unemployed
6.556487
Urban
Premium
0
1
null
8
2021-03-06 15:21:39.155231
Poor
Yes
Monthly
Condo
956
1,177,768
61
Female
5,189
Married
1
PhD
null
21.868163
Suburban
Premium
0
11
582
6
2021-06-23 15:21:39.098696
Average
Yes
Weekly
Condo
182
1,177,769
55
Male
61,708
Single
3
Master's
null
11.923783
Rural
Comprehensive
2
2
518
2
2023-06-08 15:21:39.237118
Average
Yes
Rarely
Apartment
2,320
1,177,770
48
Female
2,631
Divorced
null
Bachelor's
Employed
25.995916
Suburban
Basic
1
5
766
3
2023-05-09 15:21:39.092127
null
No
Rarely
Condo
1,157
1,177,771
31
Female
6,094
Divorced
3
Master's
Unemployed
30.279513
Suburban
Basic
0
11
null
5
2020-12-26 15:21:39.216387
Good
Yes
Rarely
Condo
3,473
1,177,772
51
Female
439
Married
2
Bachelor's
Unemployed
14.239815
Urban
Premium
2
13
665
9
2023-08-21 15:21:39.172097
Average
Yes
Daily
House
1,167
1,177,773
56
Male
20,654
Married
2
Master's
Unemployed
18.847189
Urban
Basic
1
8
613
9
2021-09-20 15:21:39.256696
Good
No
Monthly
House
704
1,177,774
52
Male
5,560
Single
2
PhD
null
13.792865
Urban
Premium
1
17
null
3
2021-05-22 15:21:39.124659
Average
Yes
Monthly
Condo
930
1,177,775
43
Female
18,463
Married
0
Bachelor's
Self-Employed
38.804215
Rural
Comprehensive
2
8
409
1
2019-10-12 15:21:39.102694
Average
Yes
Monthly
House
605
1,177,776
26
Female
20,303
Divorced
1
Master's
Self-Employed
18.44504
Urban
Premium
null
3
null
2
2023-09-25 15:21:39.206847
Poor
No
Monthly
House
856
1,177,777
61
Male
24,684
Divorced
4
High School
Unemployed
4.802532
Suburban
Premium
0
13
615
9
2019-12-30 15:21:39.267454
Poor
Yes
Monthly
House
229
1,177,778
27
Female
6,876
Married
3
PhD
Self-Employed
30.59202
Urban
Premium
1
3
727
3
2023-01-21 15:21:39.155231
Average
No
Rarely
House
159
1,177,779
36
Female
28,418
Divorced
0
Master's
null
null
Rural
Basic
null
5
745
8
2021-08-24 15:21:39.134960
Poor
No
Daily
Apartment
1,427
1,177,780
23
Female
6,920
Single
null
Master's
Employed
11.270066
Suburban
Comprehensive
null
14
629
6
2022-05-21 15:21:39.205850
null
Yes
Rarely
Apartment
1,027
1,177,781
29
Male
4,079
Married
3
Bachelor's
Self-Employed
34.290196
Suburban
Basic
null
12
834
7
2023-01-13 15:21:39.129190
Poor
No
Rarely
Apartment
2,988
1,177,782
40
Female
39,752
Divorced
3
High School
null
39.836338
Suburban
Premium
1
12
695
2
2021-01-13 15:21:39.110557
Good
No
Daily
House
639
1,177,783
24
Female
44,634
Married
2
High School
Self-Employed
38.823464
Urban
Comprehensive
1
2
null
7
2022-07-02 15:21:39.091080
Average
Yes
Rarely
House
454
1,177,784
37
Female
38,195
Married
2
PhD
Self-Employed
18.918697
Rural
Premium
1
14
413
5
2023-02-24 15:21:39.185215
Poor
Yes
Monthly
Apartment
1,811
1,177,785
63
Female
87,251
Married
4
High School
null
8.848344
Urban
Basic
null
17
430
7
2020-07-22 15:21:39.089116
Average
Yes
Weekly
Apartment
642
1,177,786
59
Female
26,961
Married
0
High School
Employed
38.538905
Suburban
Comprehensive
0
0
547
2
2022-03-05 15:21:39.173834
Poor
No
Daily
Condo
541
1,177,787
53
Male
55,435
Married
3
High School
null
14.273061
Urban
Basic
1
11
452
7
2023-07-31 15:21:39.209847
Good
No
Weekly
Apartment
20
1,177,788
63
Female
45,302
Married
0
Bachelor's
Employed
20.711761
Rural
Premium
1
15
583
4
2023-08-06 15:21:39.194829
Good
No
Rarely
Condo
2,518
1,177,789
60
Female
71,818
Divorced
1
Bachelor's
Employed
13.534289
Rural
Basic
3
13
507
3
2020-09-06 15:21:39.264504
Average
Yes
Monthly
House
910
1,177,790
null
Female
105,985
Divorced
4
PhD
Unemployed
29.403622
Rural
Premium
1
15
513
2
2024-06-10 15:21:39.098696
Poor
No
Daily
House
4,538
1,177,791
40
Female
45,098
Married
3
Bachelor's
Employed
19.93717
Urban
Premium
0
3
null
3
2021-10-13 15:21:39.282785
null
Yes
Daily
Apartment
488
1,177,792
53
Male
58,873
Single
3
PhD
Employed
null
Rural
Comprehensive
null
16
454
3
2020-06-21 15:21:39.091080
Good
Yes
Daily
House
963
1,177,793
29
Female
45,928
Divorced
3
High School
Employed
13.676024
Urban
Premium
null
2
738
1
2020-08-18 15:21:39.134960
Poor
No
Rarely
Apartment
635
1,177,794
24
Male
61,418
Divorced
0
Bachelor's
Unemployed
null
Rural
Premium
1
19
795
7
2020-10-29 15:21:39.155231
Poor
No
Rarely
House
2,948
1,177,795
36
Female
40,981
Single
0
Master's
Unemployed
36.071812
Rural
Comprehensive
0
18
842
2
2021-06-20 15:21:39.250151
Good
Yes
Weekly
Condo
971
1,177,796
63
Male
43,852
Divorced
4
Master's
Self-Employed
27.495928
Urban
Basic
null
8
432
2
2021-06-05 15:21:39.237118
Poor
No
Weekly
House
138
1,177,797
48
Male
53,925
Married
4
Master's
Unemployed
39.757043
Suburban
Premium
0
13
401
5
2023-12-21 15:21:39.082499
Average
No
Daily
House
1,741
1,177,798
61
Male
18,663
Married
1
Master's
Employed
19.151292
Rural
Comprehensive
0
16
634
5
2024-06-30 15:21:39.224915
Good
No
Weekly
House
101
1,177,799
62
Male
38,991
Divorced
4
Master's
Self-Employed
10.706625
Suburban
Premium
0
13
609
7
2021-04-21 15:21:39.237118
Good
No
Daily
House
1,034