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
42,500
52
Male
61,839
Divorced
2
Bachelor's
null
26.803492
Suburban
Premium
null
6
444
1
2020-01-26 15:21:39.099739
Average
Yes
Rarely
Apartment
1,174
42,501
36
Male
67,815
Single
2
Master's
Self-Employed
26.854458
Urban
Premium
0
18
393
3
2021-08-15 15:21:39.155231
Poor
Yes
Monthly
Condo
2,886
42,502
41
Male
644
Single
0
High School
Employed
12.746227
Urban
Comprehensive
null
15
485
3
2020-04-11 15:21:39.237118
Poor
No
Weekly
Apartment
1,604
42,503
21
Male
12,079
Single
2
Master's
null
14.651869
Rural
Premium
null
10
473
7
2020-01-13 15:21:39.274993
Average
No
Rarely
House
41
42,504
39
Male
33,703
Single
3
Bachelor's
null
46.764665
Urban
Premium
1
0
813
3
2024-08-10 15:21:39.101733
Average
Yes
Daily
Apartment
492
42,505
40
Male
3,649
Married
0
High School
Self-Employed
15.860859
Suburban
Comprehensive
2
15
531
3
2020-07-30 15:21:39.193945
Average
No
Weekly
Condo
583
42,506
62
Male
37,407
Single
1
PhD
null
13.824609
Rural
Premium
null
1
849
2
2020-11-03 15:21:39.237118
Average
No
Weekly
House
725
42,507
23
Female
4,465
Divorced
2
Master's
Unemployed
7.085109
Rural
Premium
1
5
468
5
2024-08-01 15:21:39.267454
Poor
Yes
Monthly
Condo
491
42,508
49
Female
44,095
Single
2
PhD
null
35.113947
Suburban
Premium
2
19
779
7
2021-11-03 15:21:39.172097
Good
No
Rarely
House
472
42,509
18
Male
14,916
Single
2
High School
Employed
33.482949
Urban
Basic
1
3
339
5
2022-08-19 15:21:39.095696
Poor
Yes
Rarely
Condo
619
42,510
42
Female
85,259
Single
2
PhD
Unemployed
46.839257
Urban
Premium
1
9
646
6
2021-01-23 15:21:39.096739
Good
No
Daily
Apartment
364
42,511
31
Male
141,913
Married
2
PhD
null
37.91938
Urban
Basic
1
8
431
6
2020-06-12 15:21:39.155231
Average
Yes
Monthly
House
564
42,512
30
Female
3,466
Divorced
0
High School
null
35.01957
Suburban
Basic
2
16
572
5
2023-01-31 15:21:39.185215
Good
Yes
Monthly
House
735
42,513
62
Female
3,570
Single
4
PhD
Unemployed
14.184529
Rural
Basic
0
14
745
3
2020-01-23 15:21:39.093681
Poor
No
Daily
Apartment
2,652
42,514
23
Female
93,514
Divorced
3
Master's
Unemployed
4.396894
Rural
Premium
null
7
398
8
2021-03-24 15:21:39.206847
Average
No
Weekly
Condo
2,846
42,515
51
Female
36,100
Married
2
Master's
Self-Employed
33.382059
Rural
Comprehensive
0
14
null
8
2021-01-20 15:21:39.202448
Average
Yes
Weekly
House
537
42,516
53
Male
14,024
Married
1
Bachelor's
Self-Employed
41.143548
Rural
Premium
1
11
null
6
2021-08-14 15:21:39.134960
Good
No
Monthly
House
513
42,517
27
Female
1,243
Divorced
0
High School
Employed
17.912013
Urban
Comprehensive
1
11
578
7
2022-03-30 15:21:39.134960
Good
No
Rarely
Apartment
1,859
42,518
34
Male
4,429
Single
0
Bachelor's
Self-Employed
13.372631
Suburban
Premium
0
0
685
5
2021-08-06 15:21:39.271453
Poor
Yes
Rarely
Condo
119
42,519
54
Female
537
Married
2
Master's
Unemployed
16.064244
Urban
Basic
0
2
486
7
2020-09-22 15:21:39.125660
Good
No
Weekly
Apartment
822
42,520
36
Female
35,644
Single
1
Master's
Employed
24.001601
Suburban
Comprehensive
1
8
653
4
2024-01-14 15:21:39.237118
Average
Yes
Monthly
Apartment
921
42,521
53
Male
105,819
null
4
High School
Unemployed
31.597558
Suburban
Basic
1
5
562
1
2023-02-27 15:21:39.237118
Good
No
Rarely
Apartment
2,917
42,522
46
Male
1,820
Married
4
Bachelor's
Employed
42.919668
Rural
Basic
0
7
358
6
2020-06-27 15:21:39.276901
null
Yes
Daily
Apartment
2,386
42,523
51
Female
12,687
Married
4
Bachelor's
Self-Employed
16.981816
Urban
Basic
null
11
null
4
2021-02-24 15:21:39.123711
Average
No
Daily
Apartment
1,314
42,524
39
Female
25,421
Divorced
0
Master's
null
24.491964
Rural
Basic
null
12
435
1
2020-04-08 15:21:39.211806
Good
No
Rarely
Condo
390
42,525
22
Male
90,330
Single
0
PhD
null
37.1277
Suburban
Comprehensive
1
13
456
8
2024-07-25 15:21:39.204790
Good
Yes
Monthly
House
3,418
42,526
62
Female
105,578
Divorced
null
Bachelor's
Employed
18.913763
Rural
Basic
null
19
360
2
2020-10-30 15:21:39.245086
Good
Yes
Daily
Apartment
2,333
42,527
35
Male
52,039
Single
2
PhD
Unemployed
30.735631
Urban
Basic
2
0
370
6
2024-02-29 15:21:39.259788
Poor
Yes
Daily
Condo
165
42,528
34
Male
42,227
Married
0
PhD
Self-Employed
11.138079
Rural
Premium
1
7
646
8
2024-05-24 15:21:39.184157
Average
Yes
Monthly
Apartment
338
42,529
53
Male
40,951
Single
3
Master's
Self-Employed
42.936114
Urban
Comprehensive
1
14
591
5
2020-07-09 15:21:39.155231
Poor
No
Rarely
House
1,541
42,530
32
Female
23,456
Divorced
2
Bachelor's
null
10.564667
Urban
Comprehensive
1
16
327
5
2022-02-12 15:21:39.209847
Good
Yes
Monthly
House
1,092
42,531
41
Female
23,746
Divorced
0
PhD
Unemployed
13.444503
Urban
Comprehensive
null
7
386
8
2021-03-26 15:21:39.170099
Good
No
Daily
House
456
42,532
30
Female
3,748
Divorced
null
High School
Self-Employed
51.495701
Rural
Comprehensive
null
6
776
2
2021-12-21 15:21:39.172097
Average
Yes
Rarely
Apartment
577
42,533
20
Female
null
Married
3
Bachelor's
Self-Employed
null
Rural
Comprehensive
null
11
517
9
2022-05-12 15:21:39.134960
null
No
Rarely
Apartment
1,206
42,534
37
Male
8,843
Divorced
2
Master's
Unemployed
22.384747
Suburban
Comprehensive
0
0
487
7
2023-11-12 15:21:39.155231
Poor
Yes
Rarely
House
2,172
42,535
21
Male
13,995
Married
3
Bachelor's
Self-Employed
11.719101
Rural
Premium
1
15
661
4
2021-03-25 15:21:39.086123
Good
No
Rarely
Apartment
223
42,536
49
Male
664
Single
1
PhD
Self-Employed
47.068542
Rural
Premium
2
7
567
4
2024-06-05 15:21:39.278402
Average
Yes
Weekly
Apartment
3,522
42,537
20
Female
39,082
Single
0
Master's
Self-Employed
31.936574
Urban
Premium
3
15
799
1
2024-02-09 15:21:39.154008
Average
Yes
Weekly
Apartment
1,210
42,538
22
Female
10,045
Married
2
High School
Unemployed
11.403749
Rural
Comprehensive
1
1
451
9
2020-08-04 15:21:39.112553
Poor
Yes
Monthly
Apartment
603
42,539
35
Male
18,073
Divorced
null
PhD
Self-Employed
7.979667
Urban
Comprehensive
1
7
678
1
2019-12-14 15:21:39.146733
Poor
Yes
Daily
House
1,385
42,540
40
Male
8,507
Single
1
Bachelor's
Self-Employed
14.884964
Urban
Basic
1
9
569
4
2024-01-06 15:21:39.149731
Average
Yes
Monthly
Condo
1,303
42,541
27
Female
13,620
Single
3
High School
null
37.913162
Rural
Comprehensive
null
19
619
6
2020-10-15 15:21:39.155231
Average
No
Daily
Condo
705
42,542
27
Female
17,069
Single
1
Bachelor's
null
11.123819
Suburban
Basic
null
16
607
9
2020-03-17 15:21:39.155231
Good
Yes
Rarely
Condo
2,222
42,543
51
Female
120,908
Single
3
Bachelor's
Employed
30.997527
Urban
Comprehensive
0
12
434
5
2020-06-29 15:21:39.124659
Average
Yes
Monthly
Apartment
3,870
42,544
53
Male
1,589
Single
1
Bachelor's
Unemployed
30.241201
Suburban
Basic
2
2
513
3
2020-02-12 15:21:39.222387
Poor
No
Weekly
House
545
42,545
45
Male
93,514
Single
null
High School
Employed
null
Rural
Basic
2
12
488
3
2022-03-20 15:21:39.251142
Poor
Yes
Monthly
Apartment
908
42,546
35
Female
35,786
Divorced
0
Bachelor's
null
35.281459
Suburban
Basic
null
12
699
4
2022-02-03 15:21:39.231531
null
Yes
Rarely
House
1,488
42,547
34
Female
44,740
Single
1
Master's
null
41.501038
Suburban
Premium
0
0
739
3
2023-06-03 15:21:39.087123
Poor
No
Daily
Apartment
2,027
42,548
63
Female
50,933
Single
0
PhD
Employed
29.420185
Urban
Premium
null
13
439
2
2024-06-23 15:21:39.082499
Average
Yes
Weekly
Apartment
24
42,549
47
Female
74,860
Divorced
null
Master's
null
16.247565
Suburban
Premium
3
10
373
7
2024-07-22 15:21:39.190215
Average
No
Daily
Apartment
62
42,550
50
Male
null
Divorced
2
PhD
Unemployed
49.966204
Urban
Premium
null
1
807
4
2022-01-13 15:21:39.106582
Poor
Yes
Monthly
House
4,968
42,551
43
Female
48,742
Married
0
PhD
Unemployed
40.64488
Suburban
Basic
4
6
839
6
2022-01-12 15:21:39.237118
null
No
Monthly
House
1,251
42,552
53
Female
34,437
Divorced
0
Master's
Employed
13.959258
Rural
Premium
null
11
781
3
2024-03-31 15:21:39.274993
Poor
Yes
Weekly
Condo
1,042
42,553
18
Female
null
Single
null
High School
Employed
9.944311
Urban
Comprehensive
0
15
312
5
2023-01-14 15:21:39.134960
Average
No
Rarely
Condo
1,085
42,554
47
Male
35,391
Single
4
Bachelor's
Unemployed
null
Rural
Basic
0
0
549
9
2023-03-23 15:21:39.155231
Average
No
Weekly
House
1,529
42,555
30
Male
1,313
Single
2
High School
null
44.929552
Rural
Premium
null
18
593
1
2022-03-05 15:21:39.143708
Average
No
Daily
House
20
42,556
31
Female
2,746
Married
2
High School
null
null
Suburban
Comprehensive
null
8
696
8
2023-07-12 15:21:39.097737
Average
Yes
Monthly
Condo
2,269
42,557
37
Male
null
Divorced
4
Bachelor's
Employed
8.246798
Urban
Comprehensive
0
19
658
3
2022-05-27 15:21:39.093681
Average
No
Weekly
Apartment
92
42,558
33
Female
27,583
Single
3
Bachelor's
Employed
13.589325
Suburban
Premium
null
7
null
7
2021-09-16 15:21:39.237118
Poor
Yes
Weekly
House
25
42,559
50
Female
27,983
Divorced
2
High School
null
26.751849
Suburban
Premium
null
9
605
4
2022-01-09 15:21:39.173834
Average
No
Weekly
Condo
805
42,560
63
Male
5,849
Single
2
Master's
Unemployed
33.626818
Rural
Basic
null
1
546
6
2021-04-29 15:21:39.288099
Average
Yes
Rarely
Apartment
593
42,561
45
Male
122,710
Single
0
PhD
null
15.964289
Rural
Comprehensive
1
6
454
5
2022-06-14 15:21:39.216387
Good
No
Daily
Apartment
428
42,562
60
Female
14,069
Divorced
4
PhD
null
18.352563
Urban
Comprehensive
null
5
738
9
2020-08-02 15:21:39.237118
Good
No
Daily
Apartment
1,254
42,563
40
Female
18,451
Married
0
PhD
Self-Employed
30.29897
Rural
Premium
0
10
null
9
2021-04-21 15:21:39.134960
Poor
No
Daily
Apartment
788
42,564
39
Male
131,159
Divorced
null
High School
null
21.57663
Urban
Comprehensive
1
3
398
3
2022-07-24 15:21:39.172097
Good
No
Monthly
House
1,487
42,565
49
Female
25,662
Divorced
null
Bachelor's
null
32.478901
Rural
Comprehensive
null
0
612
4
2021-06-19 15:21:39.134960
Good
No
Monthly
Condo
1,298
42,566
35
Female
43,489
Divorced
2
Bachelor's
Unemployed
null
Rural
Comprehensive
null
12
781
7
2023-01-15 15:21:39.176717
Average
Yes
Weekly
Condo
1,223
42,567
42
Female
129,815
Married
2
PhD
null
40.35787
Suburban
Premium
1
18
500
1
2020-01-15 15:21:39.164044
Poor
No
Daily
Apartment
3,948
42,568
54
Male
null
Divorced
3
PhD
Self-Employed
21.944187
Rural
Basic
0
17
584
7
2023-01-22 15:21:39.188220
Average
No
Weekly
Apartment
414
42,569
29
Male
70,849
Divorced
4
Master's
Employed
4.852609
Rural
Comprehensive
null
0
828
9
2020-09-09 15:21:39.120168
null
No
Rarely
House
280
42,570
47
Female
23,324
Married
0
PhD
Employed
20.156904
Rural
Basic
0
11
668
2
2021-04-15 15:21:39.193945
Average
No
Weekly
Condo
2,549
42,571
59
Female
7,957
Single
1
Bachelor's
null
19.636854
Suburban
Basic
null
14
568
8
2021-05-27 15:21:39.102694
Poor
Yes
Weekly
House
882
42,572
33
Female
23,755
Married
3
Bachelor's
Unemployed
5.814207
Urban
Comprehensive
null
10
713
7
2020-11-08 15:21:39.097737
Average
No
Daily
House
785
42,573
27
Male
102,290
Single
1
High School
Self-Employed
15.068356
Rural
Comprehensive
0
13
368
1
2020-07-04 15:21:39.187211
Good
Yes
Daily
Apartment
1,090
42,574
38
Male
18,380
Single
4
PhD
null
17.816653
Rural
Premium
1
2
515
2
2019-11-27 15:21:39.134960
Good
No
Weekly
Apartment
936
42,575
21
Female
20,295
Single
2
Master's
Employed
40.637234
Urban
Comprehensive
null
10
776
6
2020-03-11 15:21:39.261856
Average
No
Weekly
Condo
381
42,576
43
Female
1,428
Married
0
High School
Unemployed
null
Urban
Premium
1
2
626
8
2021-01-27 15:21:39.224915
Average
Yes
Daily
Condo
1,377
42,577
60
Male
28,530
Single
2
High School
null
24.814495
Rural
Comprehensive
null
12
744
2
2021-12-21 15:21:39.090124
Good
Yes
Monthly
House
726
42,578
22
Male
11,519
Divorced
3
PhD
null
24.73577
Rural
Comprehensive
1
5
431
6
2024-07-26 15:21:39.105504
Average
Yes
Daily
Apartment
1,151
42,579
49
Male
11,517
Married
0
High School
Unemployed
43.38328
Rural
Basic
1
10
431
5
2021-08-15 15:21:39.155231
Poor
No
Weekly
Condo
1,258
42,580
18
Female
26,355
Married
0
High School
null
16.686664
Rural
Basic
1
2
791
9
2020-07-24 15:21:39.273973
Average
Yes
Monthly
House
616
42,581
41
Female
21,958
Divorced
4
High School
Unemployed
26.24096
Urban
Premium
2
4
572
9
2020-03-10 15:21:39.252145
Average
Yes
Weekly
Apartment
2,009
42,582
24
Female
61,733
Single
null
PhD
null
7.075424
Rural
Basic
1
10
490
1
2021-05-29 15:21:39.134960
Average
Yes
Monthly
Apartment
2,416
42,583
30
Male
6,696
Divorced
4
High School
Self-Employed
16.328524
Urban
Basic
0
19
590
2
2019-09-08 15:21:39.194829
Average
No
Weekly
Condo
649
42,584
41
Male
102
Divorced
3
PhD
Employed
30.535513
Suburban
Premium
null
17
634
5
2021-08-26 15:21:39.191219
Average
No
Rarely
Condo
661
42,585
32
Male
108,862
Divorced
2
Master's
Unemployed
20.272852
Urban
Premium
null
7
379
4
2021-10-21 15:21:39.272456
Average
Yes
Weekly
House
721
42,586
56
Female
9,829
Single
2
High School
Self-Employed
5.273531
Rural
Premium
null
10
null
3
2023-07-14 15:21:39.134960
Average
Yes
Weekly
House
536
42,587
56
Male
29,087
Married
2
PhD
Self-Employed
17.597723
Suburban
Comprehensive
1
11
531
9
2023-12-06 15:21:39.279729
Poor
No
Daily
Condo
587
42,588
51
Female
11,604
Married
0
PhD
Self-Employed
null
Suburban
Comprehensive
2
18
676
6
2021-08-24 15:21:39.201446
Good
Yes
Daily
Condo
893
42,589
24
Male
25,862
Married
2
Bachelor's
null
51.674826
Suburban
Premium
1
9
551
6
2021-03-18 15:21:39.250151
Poor
No
Daily
Apartment
571
42,590
62
Male
16,082
Single
4
Bachelor's
Employed
21.067231
Suburban
Premium
1
6
null
9
2023-11-30 15:21:39.190215
Poor
No
Monthly
Apartment
664
42,591
60
Male
5,957
Single
3
PhD
Unemployed
19.555936
Urban
Premium
0
14
446
3
2023-08-08 15:21:39.261856
Good
Yes
Rarely
Apartment
556
42,592
26
Male
36,316
Married
1
Bachelor's
Self-Employed
null
Suburban
Premium
0
16
617
3
2022-10-27 15:21:39.134960
Good
Yes
Monthly
House
2,466
42,593
34
Female
51,919
Single
2
Bachelor's
null
28.835397
Rural
Basic
0
3
445
1
2022-09-15 15:21:39.171102
null
No
Monthly
House
316
42,594
40
Male
null
Single
2
High School
Self-Employed
24.617975
Urban
Premium
3
10
774
5
2021-05-26 15:21:39.191219
Average
No
Monthly
House
2,851
42,595
59
Female
29,896
Divorced
4
PhD
Self-Employed
11.1717
Urban
Basic
0
17
383
7
2023-11-22 15:21:39.247098
Average
No
Daily
House
1,524
42,596
59
Female
29,377
Married
1
High School
null
32.437627
Suburban
Premium
0
12
833
5
2024-01-01 15:21:39.237118
Poor
Yes
Daily
House
1,130
42,597
22
Female
23,952
Divorced
3
PhD
Self-Employed
20.633741
Urban
Basic
1
14
null
8
2020-05-23 15:21:39.288099
Good
No
Monthly
Apartment
1,298
42,598
18
Male
88,959
Divorced
null
High School
null
39.979411
Rural
Basic
2
8
508
6
2019-11-29 15:21:39.170099
Poor
Yes
Weekly
House
40
42,599
50
Male
1,415
Single
4
Master's
null
41.638947
Urban
Basic
null
7
738
5
2020-12-09 15:21:39.175719
Poor
Yes
Monthly
House
2,479