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
2,600
36
Male
1,098
Divorced
2
PhD
Unemployed
35.619382
Rural
Basic
null
3
359
2
2022-02-15 15:21:39.172097
Good
Yes
Monthly
Apartment
511
2,601
37
Male
43,971
Married
3
Bachelor's
Employed
25.389854
Urban
Comprehensive
3
13
750
5
2021-06-30 15:21:39.155231
Poor
Yes
Monthly
House
1,331
2,602
41
Male
33,763
Married
1
Master's
Self-Employed
19.811421
Urban
Premium
0
3
562
9
2021-09-02 15:21:39.155231
Average
Yes
Rarely
Apartment
107
2,603
40
Female
35,139
Married
1
High School
Self-Employed
29.389867
Suburban
Basic
null
2
null
8
2023-05-23 15:21:39.134960
Poor
Yes
Daily
Condo
434
2,604
20
Male
45,242
Divorced
2
PhD
Self-Employed
46.914144
Rural
Comprehensive
2
18
482
3
2020-10-11 15:21:39.155231
Average
No
Weekly
House
317
2,605
32
Female
23,861
Single
0
PhD
Unemployed
null
Urban
Premium
0
4
656
7
2020-09-14 15:21:39.237118
Average
No
Daily
Condo
886
2,606
18
Female
5,035
Single
null
PhD
Self-Employed
22.159469
Rural
Comprehensive
0
10
694
6
2020-10-06 15:21:39.150730
null
No
Weekly
House
816
2,607
45
Male
14,477
Divorced
1
High School
Unemployed
20.959322
Suburban
Comprehensive
1
11
539
7
2021-06-30 15:21:39.261856
Good
No
Weekly
House
1,093
2,608
62
Female
72,403
Married
0
Master's
Unemployed
29.593949
Suburban
Comprehensive
2
13
678
1
2020-07-22 15:21:39.098696
Poor
No
Weekly
Apartment
2,064
2,609
62
Male
2,386
Divorced
3
PhD
null
23.492958
Suburban
Comprehensive
0
15
549
6
2022-04-07 15:21:39.155231
null
Yes
Daily
Apartment
1,332
2,610
35
Female
39,342
Single
3
High School
Unemployed
19.934681
Rural
Premium
null
11
350
1
2020-01-07 15:21:39.100695
Poor
No
Monthly
House
1,015
2,611
36
Male
6,871
Single
0
Bachelor's
null
7.087245
Suburban
Basic
null
13
353
7
2022-08-27 15:21:39.273973
Poor
No
Monthly
Apartment
493
2,612
21
Male
103,419
Married
4
Master's
Unemployed
10.778426
Rural
Basic
2
16
697
3
2021-02-11 15:21:39.219432
null
No
Rarely
Apartment
627
2,613
36
Female
76,683
Single
2
High School
null
5.594031
Suburban
Basic
1
5
433
3
2022-04-06 15:21:39.126661
Poor
Yes
Daily
Condo
746
2,614
24
Female
51,567
Single
null
PhD
Unemployed
38.494951
Urban
Basic
null
5
477
9
2021-12-13 15:21:39.212862
Poor
No
Daily
House
140
2,615
54
Male
null
Single
0
Bachelor's
Unemployed
18.577866
Urban
Basic
0
3
382
5
2021-01-05 15:21:39.192212
Poor
No
Daily
Condo
1,139
2,616
35
Male
6,054
Married
2
Bachelor's
Employed
24.84846
Rural
Premium
1
14
null
9
2022-12-29 15:21:39.274993
Poor
No
Monthly
House
1,593
2,617
50
Male
8,054
Divorced
1
Master's
Employed
28.750037
Urban
Premium
1
6
622
4
2021-09-30 15:21:39.155231
Average
Yes
Daily
Apartment
35
2,618
38
Female
12,565
Single
1
High School
Unemployed
39.471971
Urban
Premium
2
16
584
5
2020-07-12 15:21:39.105504
Good
Yes
Monthly
Apartment
1,348
2,619
19
Female
876
Married
2
Master's
Unemployed
28.168068
Suburban
Premium
0
0
688
3
2020-03-12 15:21:39.133866
Average
No
Weekly
House
69
2,620
63
Male
143,724
Single
4
PhD
Self-Employed
19.133436
Suburban
Basic
1
14
316
4
2023-08-12 15:21:39.280784
Poor
No
Daily
House
793
2,621
35
Male
26,862
Single
2
PhD
null
22.287989
Urban
Comprehensive
1
3
704
4
2020-01-24 15:21:39.237118
Poor
No
Weekly
Apartment
548
2,622
24
Male
15,963
Married
2
PhD
Unemployed
10.058538
Suburban
Comprehensive
null
6
463
4
2023-01-26 15:21:39.198406
Average
No
Rarely
Apartment
2,374
2,623
22
Female
69,745
Married
null
Master's
Employed
9.867156
Urban
Comprehensive
2
8
809
3
2020-09-21 15:21:39.177724
Poor
Yes
Rarely
House
2,287
2,624
62
Male
null
Married
1
Master's
null
15.842538
Suburban
Basic
null
5
327
9
2022-09-09 15:21:39.188220
null
No
Monthly
Condo
985
2,625
40
Male
40,625
Divorced
2
High School
Self-Employed
27.785036
Urban
Premium
null
9
725
4
2022-02-14 15:21:39.110557
Poor
No
Rarely
House
1,346
2,626
51
Male
3,334
Married
1
High School
null
6.343753
Rural
Premium
2
9
696
4
2023-02-02 15:21:39.155231
Poor
Yes
Rarely
House
28
2,627
37
Male
1,679
Single
3
PhD
Unemployed
null
Rural
Comprehensive
1
6
833
7
2021-09-30 15:21:39.091080
Poor
Yes
Rarely
House
1,067
2,628
20
Male
26,015
Married
3
Bachelor's
Self-Employed
20.904169
Suburban
Comprehensive
1
8
519
8
2023-09-26 15:21:39.079128
null
No
Monthly
Apartment
2,691
2,629
37
Male
46,946
Divorced
0
PhD
Self-Employed
14.991795
Rural
Basic
3
19
607
9
2022-10-11 15:21:39.237118
Average
Yes
Daily
Condo
2,430
2,630
30
Male
6,906
Single
2
High School
Unemployed
31.683628
Rural
Basic
null
14
634
5
2022-10-01 15:21:39.231531
Poor
No
Daily
Apartment
603
2,631
48
Female
16,056
Divorced
0
Master's
null
3.782509
Urban
Basic
1
8
542
4
2022-03-09 15:21:39.143708
Average
Yes
Weekly
Condo
203
2,632
23
Male
66,819
Divorced
null
PhD
Employed
12.038426
Rural
Comprehensive
1
17
765
4
2019-12-08 15:21:39.237118
Poor
Yes
Rarely
Apartment
111
2,633
52
Female
10,157
Divorced
3
PhD
null
26.724776
Rural
Basic
0
19
null
2
2022-10-13 15:21:39.207847
Poor
No
Daily
House
1,293
2,634
59
Female
102,266
Single
4
Bachelor's
Employed
27.290986
Rural
Comprehensive
2
2
412
1
2020-12-30 15:21:39.216387
Average
Yes
Daily
House
539
2,635
28
Female
75,954
Married
1
High School
Unemployed
39.689051
Suburban
Premium
1
9
515
3
2022-06-12 15:21:39.131192
null
Yes
Weekly
Apartment
2,824
2,636
18
Female
12,042
Divorced
4
Bachelor's
null
20.087835
Suburban
Comprehensive
0
10
null
4
2022-09-21 15:21:39.155231
Poor
Yes
Daily
Condo
582
2,637
40
Male
48,732
Single
null
High School
Employed
8.646719
Urban
Comprehensive
0
12
713
4
2023-02-26 15:21:39.094752
Average
Yes
Daily
Apartment
131
2,638
36
Male
62,623
Married
2
Bachelor's
null
11.43782
Suburban
Basic
null
16
394
8
2022-11-21 15:21:39.080440
Average
Yes
Daily
House
22
2,639
46
Female
12,963
Divorced
0
Bachelor's
null
30.033812
Rural
Basic
1
11
788
4
2023-12-31 15:21:39.105504
Good
Yes
Rarely
Condo
1,043
2,640
58
Male
26,351
Single
4
Master's
null
36.784912
Urban
Basic
1
6
651
7
2023-08-26 15:21:39.204790
Poor
No
Daily
House
463
2,641
55
Female
16,996
Married
4
PhD
Self-Employed
29.448812
Urban
Comprehensive
1
7
782
7
2021-11-29 15:21:39.255696
Average
Yes
Rarely
House
616
2,642
37
Male
8,646
Single
null
High School
Employed
8.927379
Suburban
Premium
0
5
738
4
2022-07-22 15:21:39.171102
Average
No
Monthly
House
269
2,643
45
Female
38,152
Single
4
Bachelor's
Self-Employed
3.087936
Rural
Basic
1
11
null
1
2024-03-31 15:21:39.122134
Good
Yes
Weekly
Condo
518
2,644
26
Male
47,322
Divorced
0
Master's
Unemployed
22.554945
Rural
Comprehensive
3
13
658
3
2022-05-09 15:21:39.171102
Average
No
Rarely
House
80
2,645
29
Female
93,039
Single
0
Master's
null
46.944251
Urban
Basic
1
6
null
7
2022-04-08 15:21:39.134960
Average
No
Rarely
House
382
2,646
59
Male
1,883
Married
2
Bachelor's
null
10.848615
Rural
Premium
1
10
721
2
2022-03-30 15:21:39.187211
Good
Yes
Monthly
House
182
2,647
48
Female
92,780
Divorced
null
PhD
Employed
31.897142
Urban
Basic
3
18
487
2
2019-09-06 15:21:39.132191
Average
Yes
Weekly
House
1,219
2,648
47
Female
17,091
Divorced
0
High School
Unemployed
21.582359
Urban
Basic
0
7
663
8
2022-01-25 15:21:39.151732
Poor
Yes
Weekly
Apartment
1,355
2,649
54
Female
43,208
Single
3
Bachelor's
Employed
29.884579
Rural
Premium
1
2
395
5
2023-04-30 15:21:39.134960
Poor
No
Monthly
House
1,980
2,650
23
Female
2,858
Single
4
High School
Unemployed
43.242112
Suburban
Comprehensive
2
2
326
6
2022-12-06 15:21:39.175719
Average
Yes
Monthly
Condo
865
2,651
19
Male
5,875
Divorced
1
PhD
null
12.951244
Urban
Comprehensive
1
13
null
7
2021-07-24 15:21:39.280784
Good
No
Rarely
Condo
163
2,652
30
Male
24,388
Single
3
Master's
Self-Employed
16.564593
Urban
Comprehensive
null
13
542
4
2020-01-23 15:21:39.266452
Average
No
Monthly
House
3,870
2,653
52
Female
null
Single
3
Master's
null
40.352906
Suburban
Premium
1
13
431
5
2019-11-15 15:21:39.244069
Average
Yes
Daily
Condo
182
2,654
46
Female
43,815
Single
0
PhD
null
32.132695
Urban
Comprehensive
null
0
810
9
2020-02-15 15:21:39.134960
null
Yes
Monthly
Apartment
974
2,655
52
Female
40,688
Divorced
3
Master's
Self-Employed
24.238977
Urban
Basic
null
0
null
4
2024-05-25 15:21:39.259788
Average
No
Daily
Apartment
735
2,656
57
Male
23,258
Divorced
3
High School
Employed
35.437825
Suburban
Basic
1
8
629
4
2020-12-11 15:21:39.106582
Good
No
Rarely
Apartment
822
2,657
54
Male
26,883
Single
3
High School
Self-Employed
15.91912
Rural
Premium
1
15
671
7
2020-04-10 15:21:39.205850
Poor
Yes
Daily
Condo
756
2,658
18
Male
7,192
Married
0
High School
Employed
14.703236
Urban
Comprehensive
2
10
644
9
2024-01-12 15:21:39.254678
Poor
Yes
Monthly
Apartment
1,024
2,659
37
Male
59,973
Divorced
1
Bachelor's
Employed
45.885767
Suburban
Basic
null
10
322
3
2020-07-30 15:21:39.176717
Average
Yes
Monthly
House
1,358
2,660
64
Male
92,326
Single
0
PhD
null
26.622804
Urban
Basic
null
14
473
4
2023-02-26 15:21:39.131192
Average
No
Rarely
House
4,897
2,661
62
Female
11,072
Divorced
2
PhD
Unemployed
8.181333
Suburban
Premium
1
10
null
2
2023-11-21 15:21:39.258696
Average
Yes
Weekly
House
463
2,662
59
Male
705
Divorced
1
Master's
Unemployed
null
Suburban
Comprehensive
0
3
824
9
2021-05-04 15:21:39.204790
Poor
Yes
Daily
Apartment
583
2,663
51
Male
44,879
Divorced
1
High School
Unemployed
20.552489
Rural
Premium
null
9
598
5
2021-09-03 15:21:39.155231
Good
No
Monthly
Apartment
3,172
2,664
52
Female
null
Divorced
2
High School
null
37.085082
Rural
Basic
2
17
362
4
2021-05-13 15:21:39.237118
Good
Yes
Weekly
Condo
376
2,665
52
Male
23,188
Divorced
4
Master's
Unemployed
12.484087
Rural
Basic
0
9
497
6
2021-03-01 15:21:39.088124
Average
Yes
Daily
House
50
2,666
18
Male
46,847
Divorced
null
Master's
null
46.246055
Urban
Comprehensive
2
13
309
4
2021-07-20 15:21:39.172097
Poor
Yes
Monthly
Condo
590
2,667
63
Female
30,690
Single
0
Master's
Unemployed
23.742168
Rural
Basic
2
18
757
5
2023-04-12 15:21:39.190215
Good
Yes
Daily
Condo
634
2,668
39
Female
2,744
Married
3
Master's
Employed
null
Rural
Basic
1
4
424
7
2021-07-08 15:21:39.092127
Good
Yes
Daily
House
832
2,669
38
Female
35,297
Single
0
PhD
Employed
43.449544
Urban
Premium
3
15
526
4
2024-05-21 15:21:39.250151
Good
Yes
Daily
Apartment
686
2,670
49
Female
75,785
Divorced
0
High School
Unemployed
35.495958
Urban
Basic
null
17
314
4
2023-11-08 15:21:39.155231
Average
No
Rarely
House
1,238
2,671
55
Male
14,054
Divorced
3
High School
null
31.72326
Rural
Comprehensive
null
15
807
8
2023-11-16 15:21:39.237118
Good
No
Daily
Apartment
533
2,672
38
Male
45,616
Divorced
4
Master's
Employed
26.241878
Urban
Basic
null
9
471
9
2021-07-22 15:21:39.188220
null
No
Daily
Condo
1,282
2,673
44
Male
16,408
Married
0
Master's
Self-Employed
13.867668
Rural
Basic
1
7
718
9
2022-03-30 15:21:39.182597
Poor
No
Daily
Apartment
2,882
2,674
29
Male
33,739
Married
0
High School
null
12.813811
Suburban
Premium
3
12
777
5
2022-12-14 15:21:39.085129
Good
No
Monthly
Condo
1,030
2,675
44
Female
579
Married
null
Master's
null
null
Suburban
Comprehensive
0
4
519
8
2022-02-03 15:21:39.134960
Average
No
Rarely
Condo
523
2,676
58
Male
13,340
Divorced
0
Master's
Unemployed
41.820958
Suburban
Basic
0
18
null
8
2022-06-23 15:21:39.103737
Good
Yes
Weekly
Condo
2,782
2,677
36
Female
34,348
Married
3
Master's
null
8.647038
Rural
Comprehensive
1
5
405
3
2021-09-03 15:21:39.235012
Poor
No
Daily
Condo
2,160
2,678
32
Male
30,647
Single
2
PhD
null
24.786544
Rural
Basic
null
4
565
4
2021-10-10 15:21:39.248098
Good
Yes
Daily
Apartment
823
2,679
37
Male
null
Single
2
Bachelor's
Employed
19.946308
Rural
Comprehensive
2
14
756
6
2024-04-21 15:21:39.149731
Poor
Yes
Rarely
Apartment
2,979
2,680
56
Male
92,991
Divorced
2
High School
Employed
21.938396
Urban
Comprehensive
0
2
667
9
2020-11-15 15:21:39.125660
Good
Yes
Rarely
House
152
2,681
28
Female
27,401
Single
3
High School
Self-Employed
null
Urban
Premium
null
2
586
8
2023-09-27 15:21:39.282785
Good
Yes
Daily
Condo
774
2,682
30
Male
18,031
Divorced
null
PhD
null
36.26479
Suburban
Premium
0
2
null
2
2020-05-09 15:21:39.155231
Average
No
Monthly
Condo
61
2,683
18
Female
15,556
Married
4
High School
null
19.76427
Urban
Basic
1
7
665
9
2022-09-04 15:21:39.246098
Good
No
Rarely
House
460
2,684
57
Male
15,954
Married
4
PhD
Self-Employed
45.547297
Rural
Premium
null
9
578
7
2024-02-18 15:21:39.213373
Average
Yes
Rarely
Apartment
564
2,685
55
Male
3,858
Single
3
PhD
Employed
25.865345
Suburban
Basic
null
7
694
2
2024-07-11 15:21:39.126661
Good
Yes
Weekly
Condo
20
2,686
25
Female
59,741
Married
3
High School
Unemployed
40.353239
Suburban
Basic
2
16
688
9
2022-06-29 15:21:39.188220
Good
No
Rarely
Condo
86
2,687
33
Male
16,274
Single
4
High School
null
10.679341
Urban
Premium
0
18
null
7
2024-05-20 15:21:39.155231
Good
Yes
Rarely
Apartment
676
2,688
63
Male
29,056
Single
null
Master's
Self-Employed
34.739476
Rural
Premium
1
6
547
1
2021-06-16 15:21:39.121169
Poor
No
Rarely
Apartment
1,405
2,689
31
Male
66,313
Single
2
Bachelor's
Self-Employed
17.976703
Urban
Premium
3
11
433
8
2021-04-30 15:21:39.246098
Poor
Yes
Rarely
Apartment
533
2,690
50
Male
16,151
Married
0
PhD
Self-Employed
19.108738
Rural
Basic
1
11
null
7
2021-11-02 15:21:39.286113
Average
No
Weekly
Condo
573
2,691
56
Male
57,129
Single
1
Master's
Unemployed
13.906942
Rural
Comprehensive
null
15
359
7
2021-06-25 15:21:39.121169
Poor
No
Monthly
Condo
783
2,692
55
Male
144,711
Single
1
Bachelor's
Self-Employed
46.735699
Urban
Premium
null
14
612
9
2022-05-09 15:21:39.237118
Good
No
Weekly
Condo
50
2,693
63
Male
733
Married
4
Bachelor's
null
13.099881
Urban
Comprehensive
2
14
null
3
2022-09-10 15:21:39.121169
Poor
No
Rarely
Apartment
357
2,694
25
Male
20,517
Married
4
Bachelor's
null
21.764168
Suburban
Comprehensive
null
18
490
7
2021-03-17 15:21:39.177724
Average
Yes
Weekly
House
553
2,695
40
Female
3,725
Married
1
Master's
Unemployed
32.582326
Rural
Comprehensive
null
16
313
9
2020-07-09 15:21:39.104139
Good
No
Rarely
House
2,135
2,696
20
Female
67,735
null
3
Bachelor's
Unemployed
13.927751
Rural
Premium
null
4
495
7
2020-01-09 15:21:39.155231
Average
No
Weekly
House
1,019
2,697
51
Female
43,943
Single
0
Bachelor's
null
11.534895
Suburban
Basic
1
9
513
1
2023-11-01 15:21:39.186212
Poor
Yes
Rarely
Condo
3,381
2,698
41
Female
38,963
Divorced
0
PhD
Unemployed
27.099107
Urban
Comprehensive
null
2
null
6
2020-11-14 15:21:39.134960
Good
No
Rarely
Condo
1,628
2,699
35
Female
20,934
Single
3
Master's
null
10.926893
Suburban
Comprehensive
null
18
313
7
2023-05-31 15:21:39.081504
Poor
No
Rarely
Apartment
643