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
1,196,400
41
Female
75,501
Married
4
PhD
Employed
42.813931
Urban
Basic
1
3
310
4
2024-05-27 15:21:39.172097
Good
No
Daily
Condo
2,320
1,196,401
43
Female
16,155
Single
4
High School
Unemployed
null
Suburban
Basic
1
11
null
3
2021-05-04 15:21:39.261856
Average
Yes
Daily
House
1,556
1,196,402
40
Male
16,601
Married
1
PhD
Unemployed
15.63724
Urban
Premium
1
19
null
2
2019-11-20 15:21:39.126661
Poor
Yes
Daily
Apartment
2,847
1,196,403
61
Male
42,778
Married
0
Bachelor's
null
14.907315
Rural
Comprehensive
2
2
676
3
2020-12-27 15:21:39.244069
Average
Yes
Daily
Apartment
2,047
1,196,404
33
Male
5,530
Single
3
Bachelor's
Employed
18.436931
Urban
Premium
1
3
617
4
2022-12-20 15:21:39.261856
Average
Yes
Weekly
House
662
1,196,405
47
Male
29,061
Single
3
PhD
Self-Employed
50.977364
Suburban
Premium
null
15
704
3
2020-12-27 15:21:39.288099
Poor
Yes
Daily
Condo
939
1,196,406
63
Female
27,430
Single
0
Bachelor's
Unemployed
7.936391
Suburban
Premium
2
8
781
3
2023-02-20 15:21:39.172097
Average
No
Weekly
Apartment
1,207
1,196,407
22
Male
40,688
Divorced
0
Master's
null
47.703053
Rural
Comprehensive
null
17
null
4
2021-02-03 15:21:39.192212
Poor
No
Weekly
House
225
1,196,408
30
Female
30,665
Married
1
Bachelor's
null
16.990549
Rural
Premium
null
4
758
6
2021-06-04 15:21:39.286113
Average
No
Daily
Condo
1,714
1,196,409
51
Male
46,415
Single
0
Bachelor's
Self-Employed
13.97619
Rural
Comprehensive
0
0
493
4
2023-06-25 15:21:39.167099
Poor
Yes
Daily
House
3,074
1,196,410
25
Female
40,228
Divorced
null
PhD
Unemployed
7.291606
Rural
Basic
2
17
null
2
2022-09-13 15:21:39.093681
Average
No
Weekly
House
1,453
1,196,411
33
Female
24,984
Divorced
1
PhD
Employed
9.231815
Urban
Premium
3
4
845
4
2020-04-23 15:21:39.121169
Poor
No
Monthly
Condo
1,157
1,196,412
22
Female
67,923
Single
2
Master's
null
28.922125
Urban
Premium
null
6
438
7
2022-01-17 15:21:39.155231
Poor
No
Daily
House
437
1,196,413
63
Female
45,930
Divorced
0
Bachelor's
Unemployed
19.598716
Urban
Premium
4
16
835
4
2024-01-06 15:21:39.132191
Poor
No
Rarely
Apartment
1,745
1,196,414
32
Male
128,483
Single
4
Master's
Self-Employed
20.919076
Urban
Comprehensive
0
15
828
6
2022-06-03 15:21:39.134960
Good
No
Daily
Condo
128
1,196,415
64
Female
25,974
Married
0
High School
Self-Employed
49.071779
Urban
Comprehensive
0
5
656
1
2021-09-05 15:21:39.133866
Good
No
Weekly
Condo
259
1,196,416
31
Male
6,906
Divorced
null
High School
Self-Employed
15.183675
Suburban
Basic
0
18
711
2
2021-10-09 15:21:39.237118
Average
Yes
Daily
Condo
2,263
1,196,417
52
Female
45,979
Single
1
Master's
null
52.893818
Suburban
Premium
0
2
533
6
2019-09-05 15:21:39.244069
Average
Yes
Daily
House
1,811
1,196,418
57
Female
14,084
Married
null
Master's
null
16.847351
Rural
Premium
1
9
745
4
2021-06-26 15:21:39.226954
null
Yes
Rarely
House
542
1,196,419
30
Male
38,229
Married
null
Bachelor's
Self-Employed
40.773719
Suburban
Comprehensive
2
16
493
9
2023-10-20 15:21:39.096739
Poor
Yes
Rarely
House
382
1,196,420
20
Female
23,595
Single
0
High School
Unemployed
5.816783
Rural
Comprehensive
null
16
565
1
2024-05-04 15:21:39.155231
Good
No
Monthly
House
652
1,196,421
39
Male
23,897
Divorced
null
PhD
null
19.26363
Rural
Premium
null
16
467
6
2021-03-24 15:21:39.251142
Poor
Yes
Weekly
House
454
1,196,422
55
Male
39,948
Single
1
Bachelor's
null
18.143327
Suburban
Premium
null
0
521
6
2024-07-22 15:21:39.217387
Good
Yes
Monthly
House
1,398
1,196,423
53
Male
4,322
Single
1
PhD
null
22.446848
Rural
Basic
1
14
394
8
2024-07-01 15:21:39.088124
Good
Yes
Rarely
Condo
1,302
1,196,424
63
Male
23,862
Single
null
Bachelor's
Unemployed
24.494498
Suburban
Comprehensive
0
4
749
2
2022-11-15 15:21:39.177724
Good
Yes
Weekly
Apartment
586
1,196,425
52
Male
40,755
Married
1
Bachelor's
Employed
10.543642
Rural
Premium
null
12
343
6
2023-11-08 15:21:39.251142
Average
Yes
Weekly
Apartment
1,179
1,196,426
35
Female
78,059
Single
4
Bachelor's
Self-Employed
31.066843
Suburban
Basic
1
12
634
7
2022-07-26 15:21:39.220389
Average
Yes
Weekly
Condo
115
1,196,427
52
Female
6,872
Married
2
High School
Self-Employed
17.885935
Urban
Premium
0
19
648
4
2021-04-21 15:21:39.190215
Average
No
Daily
Condo
1,350
1,196,428
41
Male
37,547
Divorced
null
Master's
Employed
39.144476
Urban
Basic
0
10
null
4
2020-03-31 15:21:39.187211
Poor
Yes
Weekly
Apartment
115
1,196,429
57
Female
7,220
Single
null
Master's
null
29.341909
Suburban
Comprehensive
0
17
390
4
2023-01-22 15:21:39.197445
Average
No
Weekly
Apartment
486
1,196,430
21
Female
43,493
Divorced
1
PhD
null
35.966129
Suburban
Premium
0
6
757
1
2020-10-08 15:21:39.201446
Good
No
Monthly
Apartment
3,898
1,196,431
63
Male
1,233
Married
0
Master's
null
null
Rural
Premium
2
1
822
1
2021-11-06 15:21:39.084065
Good
Yes
Rarely
Condo
362
1,196,432
35
Female
30,678
Divorced
0
Bachelor's
Unemployed
11.796567
Rural
Premium
0
16
718
8
2021-07-02 15:21:39.134960
Poor
No
Daily
Apartment
615
1,196,433
60
Female
null
Single
4
High School
null
27.084964
Suburban
Basic
null
11
685
3
2022-03-21 15:21:39.221386
Average
No
Rarely
Condo
150
1,196,434
44
Female
6,556
Married
3
Bachelor's
Self-Employed
12.948389
Suburban
Basic
0
12
629
6
2022-02-06 15:21:39.216387
Poor
No
Rarely
House
3,260
1,196,435
37
Female
74,996
Married
0
High School
Self-Employed
25.907732
Rural
Premium
null
1
401
2
2022-11-11 15:21:39.245086
Poor
No
Rarely
House
2,285
1,196,436
48
Female
null
Married
1
PhD
Unemployed
9.693805
Urban
Basic
1
15
740
7
2020-07-30 15:21:39.130190
Good
No
Daily
Apartment
161
1,196,437
52
Female
24,130
Single
2
Master's
Self-Employed
6.551979
Urban
Basic
3
5
694
1
2022-04-03 15:21:39.173834
Average
No
Monthly
House
1,154
1,196,438
46
Male
32,036
Divorced
0
Master's
Self-Employed
36.295951
Urban
Premium
null
12
595
4
2024-05-10 15:21:39.172097
Poor
No
Monthly
Apartment
173
1,196,439
58
Female
35,223
Married
4
Master's
Self-Employed
29.922742
Suburban
Basic
null
1
626
1
2020-03-23 15:21:39.132191
Average
Yes
Monthly
Condo
930
1,196,440
58
Female
81,137
Married
1
Master's
Employed
18.958982
Urban
Comprehensive
2
15
424
5
2024-05-17 15:21:39.232526
Good
No
Weekly
Apartment
486
1,196,441
62
Male
47,768
Divorced
2
PhD
Employed
3.381546
Rural
Comprehensive
1
3
441
3
2023-08-10 15:21:39.155231
Good
Yes
Weekly
House
381
1,196,442
64
Male
51,710
Single
2
Master's
null
28.481885
Suburban
Comprehensive
2
10
360
6
2019-10-30 15:21:39.155231
Good
Yes
Monthly
Apartment
1,584
1,196,443
37
Female
139,965
Divorced
0
Bachelor's
Unemployed
17.55186
Rural
Premium
null
6
338
7
2020-03-25 15:21:39.118178
Poor
Yes
Weekly
House
1,104
1,196,444
25
Male
18,795
Divorced
3
High School
Unemployed
30.867401
Suburban
Basic
0
12
825
7
2024-03-09 15:21:39.268507
Poor
Yes
Monthly
Condo
766
1,196,445
41
Female
88,234
Single
2
High School
null
22.358519
Urban
Comprehensive
2
0
827
6
2024-03-31 15:21:39.089116
Good
No
Rarely
House
2,161
1,196,446
22
Female
38,229
Divorced
0
Bachelor's
null
34.569565
Suburban
Basic
1
12
661
9
2019-10-21 15:21:39.147735
Average
No
Rarely
House
635
1,196,447
18
Female
11,264
Single
2
High School
Unemployed
30.628775
Urban
Comprehensive
null
9
709
4
2024-07-26 15:21:39.237118
Poor
Yes
Rarely
Condo
215
1,196,448
26
Female
13,881
Single
3
Master's
null
36.923874
Rural
Comprehensive
0
11
null
4
2020-01-14 15:21:39.186212
Average
Yes
Monthly
House
24
1,196,449
47
Female
49,626
Married
1
High School
Unemployed
null
Urban
Premium
null
2
523
3
2020-04-17 15:21:39.131192
Good
No
Weekly
Condo
2,108
1,196,450
40
Female
979
Married
1
Bachelor's
Unemployed
null
Rural
Premium
0
15
647
3
2023-09-08 15:21:39.191219
Average
Yes
Monthly
House
816
1,196,451
58
Male
28,897
Divorced
0
Master's
Unemployed
19.764252
Rural
Premium
1
19
null
2
2019-10-29 15:21:39.145732
Poor
No
Daily
House
1,430
1,196,452
21
Male
28,307
Divorced
2
PhD
Self-Employed
13.487896
Urban
Basic
0
10
null
5
2021-08-08 15:21:39.168099
Good
Yes
Daily
Condo
1,020
1,196,453
63
Male
42,712
Single
3
High School
Employed
11.85588
Urban
Premium
0
8
571
1
2023-05-14 15:21:39.143708
Average
Yes
Rarely
Apartment
812
1,196,454
45
Female
46,934
Divorced
4
Master's
Self-Employed
null
Rural
Premium
2
15
815
1
2022-04-27 15:21:39.173834
Poor
Yes
Weekly
Condo
25
1,196,455
61
Male
18,380
Single
3
High School
Self-Employed
31.674022
Rural
Comprehensive
0
0
null
8
2023-08-04 15:21:39.263607
Poor
No
Rarely
Condo
2,136
1,196,456
45
Male
20,303
Married
2
PhD
Self-Employed
8.84712
Urban
Premium
1
11
535
8
2022-05-19 15:21:39.236064
Average
No
Rarely
House
913
1,196,457
41
Male
132,413
Married
4
PhD
null
31.844112
Suburban
Basic
1
10
null
5
2023-05-22 15:21:39.250151
Poor
Yes
Weekly
Apartment
297
1,196,458
42
Female
23,258
Single
null
High School
Unemployed
17.723102
Suburban
Premium
0
14
753
4
2024-01-12 15:21:39.155231
Average
No
Daily
Condo
577
1,196,459
62
Female
17,343
Divorced
null
PhD
Unemployed
null
Urban
Basic
2
1
470
7
2022-09-11 15:21:39.248098
Good
Yes
Daily
Apartment
1,232
1,196,460
60
Male
2,552
Single
4
High School
Employed
34.72436
Urban
Premium
null
4
696
8
2020-11-25 15:21:39.107553
Average
No
Weekly
Apartment
34
1,196,461
47
Male
29,055
Divorced
1
Master's
null
27.636189
Rural
Comprehensive
0
16
null
3
2022-12-19 15:21:39.172097
Poor
Yes
Rarely
House
1,819
1,196,462
46
Female
18,745
Divorced
4
Master's
Employed
50.663646
Suburban
Premium
0
11
532
1
2022-11-29 15:21:39.233485
Good
Yes
Weekly
House
343
1,196,463
30
Female
128,671
Single
0
PhD
Unemployed
7.188831
Urban
Comprehensive
0
2
830
2
2020-04-27 15:21:39.099739
Poor
Yes
Rarely
Condo
120
1,196,464
62
Male
44,641
Divorced
2
PhD
Self-Employed
null
Suburban
Comprehensive
null
8
null
4
2022-01-12 15:21:39.288099
Poor
Yes
Rarely
House
821
1,196,465
45
Female
43,858
Married
2
Bachelor's
Self-Employed
null
Suburban
Premium
0
17
816
5
2020-04-06 15:21:39.191219
Average
Yes
Daily
Condo
892
1,196,466
56
Male
43,834
Divorced
0
PhD
null
null
Urban
Basic
2
2
638
2
2022-08-20 15:21:39.288099
Average
No
Weekly
Condo
962
1,196,467
null
Male
28,962
Single
3
PhD
Self-Employed
35.789628
Urban
Basic
0
19
717
8
2024-04-08 15:21:39.164044
Poor
No
Weekly
Condo
537
1,196,468
64
Female
37,106
Married
4
High School
Self-Employed
26.952739
Rural
Premium
null
2
482
2
2020-03-12 15:21:39.237118
Good
Yes
Rarely
Condo
1,519
1,196,469
63
Male
17,085
Divorced
2
High School
Employed
14.038593
Urban
Comprehensive
3
18
null
9
2020-02-10 15:21:39.155231
Average
Yes
Rarely
Condo
83
1,196,470
45
Female
18,227
Married
1
Master's
Employed
26.059326
Urban
Comprehensive
0
17
null
6
2021-04-22 15:21:39.274993
Good
No
Daily
House
1,311
1,196,471
21
Male
18,194
Single
2
Master's
Employed
34.751449
Urban
Comprehensive
null
11
671
2
2024-08-12 15:21:39.086123
Poor
Yes
Rarely
Condo
710
1,196,472
18
Male
1,699
Divorced
0
Master's
null
32.342428
Urban
Premium
1
17
433
9
2021-02-05 15:21:39.094752
Poor
Yes
Daily
Apartment
757
1,196,473
49
Female
34,108
Single
2
Bachelor's
Self-Employed
13.681886
Rural
Basic
null
16
734
2
2020-12-25 15:21:39.211806
Average
No
Daily
Condo
2,619
1,196,474
61
Male
806
Single
2
PhD
null
13.890679
Suburban
Premium
1
10
419
8
2022-02-06 15:21:39.236064
Average
No
Rarely
Condo
695
1,196,475
58
Male
53,896
Divorced
4
PhD
Employed
27.236541
Suburban
Comprehensive
0
4
361
9
2024-05-25 15:21:39.237118
Good
No
Monthly
Condo
538
1,196,476
39
Female
1,035
Single
null
Bachelor's
null
10.946647
Suburban
Premium
null
8
360
7
2022-07-17 15:21:39.274993
Average
No
Daily
Condo
727
1,196,477
44
Male
20,823
Single
3
Master's
Self-Employed
34.913227
Rural
Comprehensive
0
0
null
5
2023-09-01 15:21:39.172097
Poor
Yes
Daily
House
884
1,196,478
60
Female
19,993
Single
3
Master's
Self-Employed
19.683537
Urban
Comprehensive
null
8
426
2
2022-03-02 15:21:39.276901
Average
No
Weekly
House
466
1,196,479
61
Female
67,950
Married
4
Master's
Employed
null
Rural
Comprehensive
1
13
638
6
2024-02-08 15:21:39.114118
null
Yes
Rarely
House
1,414
1,196,480
26
Male
56,323
Divorced
4
Bachelor's
null
17.470172
Rural
Basic
1
19
559
7
2023-05-09 15:21:39.134960
Average
Yes
Weekly
Apartment
49
1,196,481
55
Female
72,084
Single
1
High School
Employed
19.485636
Urban
Basic
0
7
459
6
2024-06-13 15:21:39.213373
Good
No
Weekly
Apartment
2,284
1,196,482
46
Male
30,500
Divorced
4
PhD
Unemployed
9.84414
Suburban
Comprehensive
0
4
595
8
2023-01-03 15:21:39.274993
Poor
Yes
Monthly
House
724
1,196,483
25
Male
7,094
Married
1
High School
null
24.858662
Rural
Basic
1
5
588
3
2022-02-18 15:21:39.237118
Average
No
Rarely
Apartment
588
1,196,484
56
Male
35,244
Divorced
1
Bachelor's
Unemployed
3.977434
Rural
Basic
null
2
691
2
2021-09-01 15:21:39.218388
Average
Yes
Weekly
Condo
556
1,196,485
51
Female
14,111
Married
4
High School
Employed
14.246572
Rural
Comprehensive
0
14
564
9
2022-08-20 15:21:39.270454
null
Yes
Weekly
Condo
450
1,196,486
30
Male
null
Divorced
3
Master's
Self-Employed
21.964306
Urban
Basic
null
18
532
7
2023-04-12 15:21:39.178717
Average
No
Rarely
Apartment
87
1,196,487
53
Male
39,460
Married
2
Bachelor's
Self-Employed
33.362548
Suburban
Premium
null
2
null
4
2024-05-31 15:21:39.185215
Poor
No
Monthly
Apartment
536
1,196,488
55
Male
17,412
Married
2
High School
null
30.96777
Rural
Premium
null
0
689
2
2022-08-14 15:21:39.155231
Average
Yes
Rarely
Apartment
1,874
1,196,489
21
Male
70,574
Divorced
3
Master's
Employed
25.91299
Urban
Basic
2
7
705
4
2023-08-07 15:21:39.221386
Average
No
Daily
Condo
20
1,196,490
41
Female
29,392
Single
1
High School
Employed
11.759413
Urban
Comprehensive
0
6
727
5
2022-09-17 15:21:39.111551
Poor
Yes
Daily
Condo
959
1,196,491
43
Male
11,916
Single
null
Master's
Employed
22.132237
Rural
Basic
1
13
832
9
2023-11-18 15:21:39.081504
Poor
Yes
Rarely
House
830
1,196,492
23
Female
16,053
Divorced
0
High School
null
41.289874
Suburban
Comprehensive
1
5
null
5
2024-05-03 15:21:39.205850
Good
Yes
Rarely
House
663
1,196,493
36
Male
1,426
Married
null
Master's
Employed
42.867834
Suburban
Premium
0
15
397
5
2022-08-01 15:21:39.233998
Good
Yes
Rarely
House
819
1,196,494
47
Male
15,319
Married
4
High School
Employed
14.757919
Urban
Basic
0
16
null
3
2024-05-20 15:21:39.250151
Average
No
Weekly
Apartment
676
1,196,495
33
Female
78,786
Divorced
null
Master's
null
26.163439
Suburban
Premium
3
9
324
4
2020-11-20 15:21:39.237118
Poor
No
Monthly
House
324
1,196,496
51
Female
1,163
Divorced
2
High School
Self-Employed
5.586432
Urban
Basic
0
19
371
4
2022-02-11 15:21:39.237118
Good
Yes
Monthly
Condo
438
1,196,497
20
Female
18,509
Married
0
Master's
null
23.81602
Urban
Basic
1
2
705
6
2023-04-10 15:21:39.134960
Average
No
Rarely
Apartment
693
1,196,498
25
Female
27,385
Married
null
High School
null
32.375099
Rural
Premium
3
18
525
3
2022-01-31 15:21:39.179186
Average
No
Rarely
Apartment
1,258
1,196,499
51
Female
6,737
Married
0
Master's
Employed
17.988502
Rural
Premium
1
11
360
1
2023-03-25 15:21:39.147735
Good
No
Rarely
House
1,404