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
5,500
64
Male
44,779
Married
0
PhD
Unemployed
25.938142
Suburban
Comprehensive
1
12
null
2
2020-02-21 15:21:39.208842
Good
Yes
Weekly
Apartment
703
5,501
52
Female
17,900
Married
0
High School
Unemployed
21.068257
Suburban
Comprehensive
1
18
613
6
2020-11-29 15:21:39.155231
Average
No
Rarely
Apartment
1,036
5,502
60
Female
43,878
Single
1
Bachelor's
Unemployed
25.788482
Urban
Comprehensive
1
11
568
5
2023-03-05 15:21:39.245086
Good
No
Monthly
House
726
5,503
64
Female
78,927
Divorced
0
Bachelor's
null
14.554284
Rural
Premium
2
7
393
5
2020-12-07 15:21:39.124659
Good
Yes
Rarely
Condo
1,605
5,504
42
Female
30,512
Single
0
High School
Unemployed
11.594913
Rural
Comprehensive
1
8
721
4
2022-10-18 15:21:39.149731
Average
Yes
Monthly
Condo
38
5,505
22
Male
14,062
Divorced
4
Master's
Unemployed
11.788698
Suburban
Basic
null
10
602
1
2022-02-17 15:21:39.237118
Good
Yes
Daily
House
835
5,506
50
Male
null
Divorced
3
PhD
Employed
null
Urban
Comprehensive
2
18
462
1
2022-02-06 15:21:39.098696
Good
Yes
Monthly
Apartment
639
5,507
46
Female
9,949
Single
1
PhD
Self-Employed
32.85868
Urban
Basic
null
0
802
9
2020-01-01 15:21:39.155231
Good
No
Rarely
House
168
5,508
55
Female
4,973
Married
4
PhD
null
37.651329
Rural
Basic
null
8
725
2
2019-11-16 15:21:39.231531
Good
No
Monthly
Apartment
2,029
5,509
53
Female
37,398
Divorced
4
Bachelor's
null
10.924585
Urban
Premium
1
0
658
9
2023-01-11 15:21:39.279729
Good
No
Weekly
House
478
5,510
29
Female
6,960
Divorced
2
Master's
Unemployed
33.446915
Rural
Premium
null
16
738
6
2023-07-01 15:21:39.091080
Good
Yes
Rarely
House
461
5,511
23
Female
125,029
Divorced
4
PhD
Self-Employed
20.726129
Suburban
Comprehensive
0
13
705
3
2021-08-29 15:21:39.193945
Poor
Yes
Rarely
Condo
100
5,512
52
Male
58,832
Married
1
Bachelor's
Self-Employed
39.442507
Suburban
Premium
1
2
463
5
2020-03-06 15:21:39.237118
Average
No
Daily
House
2,012
5,513
21
Male
2,720
Divorced
3
Master's
Self-Employed
31.881404
Rural
Comprehensive
0
18
456
6
2021-04-10 15:21:39.259788
Good
Yes
Weekly
Apartment
1,253
5,514
25
Male
37,697
Divorced
3
PhD
Unemployed
53.924219
Rural
Premium
1
12
469
9
2022-05-02 15:21:39.261856
Good
No
Daily
Condo
2,832
5,515
50
Male
20,894
Divorced
3
High School
null
18.677438
Rural
Premium
null
9
725
4
2021-12-02 15:21:39.264504
Good
Yes
Rarely
House
1,783
5,516
43
Female
23,991
Married
2
Master's
null
32.826433
Suburban
Comprehensive
0
13
719
8
2021-09-15 15:21:39.188220
Poor
No
Daily
Condo
1,040
5,517
36
Female
52,610
Married
4
PhD
Employed
12.106097
Rural
Comprehensive
3
11
543
8
2022-11-30 15:21:39.081504
Poor
No
Weekly
House
2,630
5,518
41
Male
15,324
Divorced
0
Master's
Employed
15.422947
Rural
Comprehensive
1
6
798
4
2020-10-24 15:21:39.155231
Average
Yes
Monthly
Apartment
1,509
5,519
28
Female
5,717
Single
0
High School
Self-Employed
24.415525
Rural
Comprehensive
null
9
625
5
2020-01-30 15:21:39.130190
Good
No
Monthly
Condo
991
5,520
29
Female
1,415
Married
1
Bachelor's
Self-Employed
null
Suburban
Premium
null
17
803
3
2024-03-02 15:21:39.194829
Good
Yes
Daily
Apartment
876
5,521
50
Female
72,555
Divorced
4
PhD
Self-Employed
41.099241
Urban
Comprehensive
1
10
443
3
2020-11-19 15:21:39.097737
Average
No
Weekly
Condo
282
5,522
29
Male
43,795
Single
4
Master's
Employed
15.876603
Rural
Premium
0
17
null
3
2021-03-13 15:21:39.221386
Average
No
Daily
Condo
809
5,523
58
Male
1,879
Divorced
4
Bachelor's
null
22.549716
Urban
Premium
3
4
431
8
2021-11-12 15:21:39.155231
Poor
Yes
Daily
Apartment
1,641
5,524
33
Female
null
Married
2
Bachelor's
null
24.638613
Urban
Premium
1
4
427
1
2021-10-06 15:21:39.131192
Average
Yes
Weekly
Condo
2,082
5,525
54
Male
38,991
Divorced
null
PhD
Self-Employed
32.738472
Rural
Premium
null
16
554
6
2019-11-14 15:21:39.087123
Average
No
Weekly
Apartment
463
5,526
60
Male
116,821
Married
1
Bachelor's
null
17.180885
Suburban
Basic
0
1
388
9
2023-01-11 15:21:39.172097
Average
No
Rarely
Apartment
1,415
5,527
52
Female
8,981
Single
1
High School
Unemployed
25.086573
Suburban
Comprehensive
null
2
707
8
2020-07-12 15:21:39.146733
Good
Yes
Rarely
House
1,061
5,528
44
Female
44,309
Divorced
0
PhD
Employed
11.387421
Rural
Comprehensive
0
6
470
4
2020-08-30 15:21:39.282785
Good
Yes
Rarely
House
1,152
5,529
28
Female
5,518
Married
null
Bachelor's
null
13.93726
Urban
Comprehensive
null
13
609
7
2023-10-13 15:21:39.185215
Average
Yes
Daily
House
1,193
5,530
19
Male
27,365
Single
2
High School
Self-Employed
null
Suburban
Comprehensive
null
14
null
2
2022-02-23 15:21:39.122134
null
Yes
Weekly
Condo
1,520
5,531
61
Male
25,103
Married
1
Master's
Self-Employed
36.684008
Urban
Basic
0
3
null
8
2021-03-28 15:21:39.131192
Good
Yes
Rarely
House
1,345
5,532
18
Male
9,791
Single
1
PhD
null
15.808976
Suburban
Comprehensive
null
11
434
4
2023-08-03 15:21:39.204790
Poor
No
Rarely
Apartment
1,249
5,533
33
Female
1,035
Single
null
Master's
Unemployed
27.235889
Suburban
Basic
2
7
589
1
2024-01-31 15:21:39.237118
Average
No
Monthly
House
1,350
5,534
23
Male
13,189
Married
4
PhD
Self-Employed
47.362066
Suburban
Comprehensive
2
0
544
4
2019-09-06 15:21:39.134960
Average
No
Rarely
Condo
383
5,535
27
Male
42,040
Divorced
0
High School
Unemployed
28.30888
Suburban
Basic
0
12
390
1
2020-06-20 15:21:39.152732
null
No
Monthly
Apartment
910
5,536
34
Male
26,373
Single
4
High School
Self-Employed
12.063254
Urban
Basic
null
7
815
3
2024-06-22 15:21:39.243673
Poor
No
Daily
Condo
884
5,537
19
Female
23,981
Single
4
Master's
Employed
6.534752
Suburban
Basic
1
11
684
1
2020-08-10 15:21:39.155231
Poor
No
Monthly
House
886
5,538
46
Male
52,748
Single
4
Master's
Unemployed
28.633587
Urban
Premium
0
19
317
1
2021-06-03 15:21:39.134960
Average
Yes
Monthly
House
839
5,539
41
Female
23,757
Married
3
High School
null
40.865833
Suburban
Comprehensive
1
11
464
4
2019-09-02 15:21:39.206847
Average
Yes
Weekly
Apartment
952
5,540
40
Male
43,977
Divorced
2
Bachelor's
Unemployed
41.750168
Suburban
Comprehensive
null
14
511
8
2021-06-07 15:21:39.145732
Poor
Yes
Daily
Apartment
1,311
5,541
27
Male
25,265
Divorced
3
High School
Unemployed
31.83857
Urban
Basic
0
18
668
5
2019-09-14 15:21:39.086123
Poor
No
Daily
Apartment
557
5,542
41
Male
22,107
Divorced
2
Master's
Employed
51.868878
Suburban
Premium
1
19
null
8
2024-07-18 15:21:39.274993
Poor
Yes
Daily
House
201
5,543
37
Male
56,905
Divorced
3
High School
null
35.398042
Suburban
Comprehensive
1
18
403
2
2022-10-21 15:21:39.125660
null
No
Weekly
House
442
5,544
61
Male
10,010
Divorced
1
PhD
Unemployed
25.099742
Urban
Basic
1
11
382
8
2023-01-03 15:21:39.224915
Poor
Yes
Monthly
Condo
3,375
5,545
22
Female
1,355
Married
4
PhD
Employed
31.822271
Suburban
Comprehensive
2
0
372
8
2022-06-04 15:21:39.201446
Poor
No
Monthly
House
2,644
5,546
61
Female
132,409
Single
0
High School
Employed
6.63594
Rural
Basic
0
10
431
2
2024-07-29 15:21:39.155231
Average
Yes
Daily
Apartment
453
5,547
35
Female
3,375
Divorced
4
PhD
Employed
30.067412
Rural
Basic
null
16
574
5
2022-06-27 15:21:39.181605
Good
No
Rarely
Condo
1,879
5,548
45
Male
84,598
Divorced
0
PhD
Employed
24.829477
Suburban
Comprehensive
2
15
464
7
2021-07-18 15:21:39.210805
null
Yes
Monthly
House
1,013
5,549
32
Female
15,107
Married
2
High School
Unemployed
18.569353
Suburban
Basic
3
18
575
7
2022-03-05 15:21:39.244069
Good
Yes
Monthly
House
548
5,550
64
Female
2,012
Divorced
null
Bachelor's
null
22.036927
Urban
Basic
1
3
398
5
2019-10-04 15:21:39.096739
Average
Yes
Daily
Condo
1,082
5,551
32
Male
null
Single
2
Bachelor's
Unemployed
11.676069
Suburban
Premium
0
14
null
9
2019-12-25 15:21:39.253660
Poor
No
Weekly
Condo
93
5,552
35
Female
4,029
Married
4
Bachelor's
null
15.547759
Suburban
Comprehensive
null
2
405
8
2024-01-28 15:21:39.155231
Average
No
Weekly
House
474
5,553
61
Female
21,998
Married
0
PhD
Unemployed
34.619475
Rural
Premium
0
3
324
1
2023-11-09 15:21:39.237118
Good
Yes
Weekly
House
554
5,554
40
Female
38,407
Single
2
Master's
Self-Employed
11.838407
Rural
Comprehensive
1
0
373
6
2020-09-30 15:21:39.244069
null
Yes
Weekly
Apartment
3,747
5,555
34
Female
9,095
Married
1
Master's
Employed
40.585013
Suburban
Premium
1
14
836
4
2023-10-02 15:21:39.232526
Poor
Yes
Weekly
House
1,580
5,556
42
Male
133,698
null
0
High School
Self-Employed
31.135919
Urban
Premium
2
10
641
7
2019-12-22 15:21:39.270454
Poor
No
Daily
Condo
528
5,557
44
Female
110,541
Divorced
1
Bachelor's
Employed
19.582966
Urban
Premium
4
12
663
4
2021-11-27 15:21:39.113566
Poor
No
Rarely
Condo
2,856
5,558
52
Male
6,842
Married
1
Bachelor's
Self-Employed
38.974117
Suburban
Basic
0
13
595
6
2020-02-28 15:21:39.155231
Poor
No
Weekly
Condo
22
5,559
30
Male
5,232
Married
1
High School
null
16.794746
Rural
Basic
0
9
322
2
2022-06-26 15:21:39.269494
Poor
Yes
Daily
Condo
745
5,560
62
Female
12,403
Married
4
Master's
Unemployed
32.07972
Rural
Basic
0
18
623
8
2022-10-01 15:21:39.134960
Poor
Yes
Weekly
Apartment
669
5,561
32
Male
23,981
Single
1
Bachelor's
Employed
27.826115
Rural
Comprehensive
0
0
692
4
2021-05-17 15:21:39.134960
Good
No
Rarely
House
724
5,562
18
Female
53,375
Single
1
PhD
null
19.537896
Rural
Basic
2
9
427
8
2019-11-24 15:21:39.237118
Average
No
Weekly
Apartment
2,270
5,563
44
Female
18,082
Divorced
0
Master's
null
27.142816
Urban
Premium
0
4
815
8
2021-03-06 15:21:39.186212
null
No
Daily
Apartment
1,365
5,564
54
Male
50,847
Married
2
PhD
Employed
7.411841
Suburban
Premium
0
5
733
5
2021-03-24 15:21:39.126661
Average
No
Daily
House
311
5,565
33
Female
100,248
Married
null
Bachelor's
null
null
Rural
Premium
0
3
407
4
2023-05-10 15:21:39.188220
Good
No
Monthly
Condo
1,636
5,566
36
Female
49,840
Divorced
0
Bachelor's
Employed
42.788041
Suburban
Premium
0
19
760
4
2022-10-19 15:21:39.164044
Average
No
Weekly
Condo
425
5,567
23
Male
148,828
Divorced
null
PhD
null
19.2905
Rural
Basic
2
7
701
5
2022-06-15 15:21:39.172097
Poor
Yes
Monthly
House
2,271
5,568
54
Female
9,076
Divorced
3
High School
Unemployed
12.848269
Urban
Comprehensive
2
8
646
1
2021-09-09 15:21:39.134960
Average
Yes
Weekly
Apartment
906
5,569
36
Male
12,111
Married
0
Master's
null
23.908987
Urban
Comprehensive
null
19
643
8
2020-05-13 15:21:39.246098
Good
No
Weekly
House
222
5,570
64
Male
36,882
Divorced
4
Bachelor's
null
17.03801
Urban
Basic
0
0
null
5
2023-12-14 15:21:39.207847
Good
No
Rarely
Apartment
733
5,571
58
Male
18,297
Married
2
PhD
Unemployed
20.178727
Suburban
Basic
null
13
575
1
2021-05-28 15:21:39.237118
Average
Yes
Rarely
Condo
1,363
5,572
36
Female
18,300
Married
0
High School
Employed
null
Urban
Comprehensive
0
19
null
6
2022-03-30 15:21:39.182597
Poor
Yes
Daily
Apartment
1,710
5,573
18
Female
1,457
Married
null
High School
Employed
14.127914
Suburban
Comprehensive
3
11
626
7
2024-02-06 15:21:39.274993
Average
Yes
Monthly
Condo
1,015
5,574
63
Female
3,478
Married
3
Master's
Unemployed
26.073857
Suburban
Comprehensive
1
7
null
8
2023-10-06 15:21:39.175719
Average
No
Daily
Apartment
362
5,575
21
Male
55,016
Divorced
1
Master's
null
29.243002
Urban
Basic
null
9
455
9
2024-06-03 15:21:39.288099
Good
No
Daily
Condo
1,739
5,576
58
Male
29,447
Single
1
Bachelor's
null
9.138567
Rural
Comprehensive
null
18
713
4
2019-11-05 15:21:39.144722
Good
Yes
Daily
Condo
1,408
5,577
51
Male
17,347
Divorced
2
Master's
null
27.271073
Suburban
Premium
0
14
618
5
2021-09-28 15:21:39.183598
Good
No
Rarely
House
586
5,578
48
Female
40,593
Divorced
null
High School
Employed
10.082722
Urban
Basic
0
3
590
7
2021-06-17 15:21:39.186212
Average
Yes
Rarely
Apartment
1,199
5,579
34
Male
4,873
Single
3
Master's
Self-Employed
null
Rural
Comprehensive
null
15
566
4
2020-05-24 15:21:39.175719
Average
Yes
Rarely
Apartment
1,085
5,580
35
Female
41,700
Single
null
Master's
Unemployed
25.787944
Rural
Basic
1
16
640
4
2021-01-25 15:21:39.283783
Poor
No
Rarely
House
639
5,581
33
Female
98,918
Single
1
Master's
Employed
24.848477
Suburban
Premium
null
7
410
7
2021-03-08 15:21:39.155231
Average
Yes
Monthly
Apartment
2,653
5,582
52
Female
91,833
Single
2
Master's
Employed
11.816884
Urban
Comprehensive
null
9
378
4
2020-11-23 15:21:39.186212
Poor
No
Weekly
Condo
755
5,583
21
Male
1,299
Divorced
1
PhD
Self-Employed
17.633972
Rural
Basic
null
5
509
9
2021-08-01 15:21:39.221386
Average
No
Rarely
Condo
449
5,584
54
Female
8,758
Married
0
PhD
Self-Employed
40.367721
Suburban
Premium
null
15
747
2
2023-11-25 15:21:39.126661
Good
No
Monthly
Condo
420
5,585
40
Female
54,989
Divorced
2
High School
Unemployed
31.746219
Urban
Comprehensive
0
18
445
3
2019-12-01 15:21:39.149731
Average
No
Weekly
Apartment
722
5,586
22
Male
442
Single
2
Bachelor's
Self-Employed
41.152098
Rural
Premium
1
2
377
3
2023-05-17 15:21:39.151732
null
Yes
Rarely
Apartment
4,872
5,587
27
Male
null
Single
1
High School
Unemployed
5.64675
Rural
Comprehensive
2
15
524
9
2020-12-09 15:21:39.134960
Average
Yes
Rarely
Condo
2,317
5,588
null
Male
44,775
Single
2
High School
null
7.049364
Rural
Basic
1
11
null
9
2023-01-19 15:21:39.155231
Poor
Yes
Daily
House
886
5,589
20
Female
45,674
Single
0
Master's
null
40.417638
Urban
Comprehensive
1
11
null
2
2024-06-23 15:21:39.224915
Average
Yes
Monthly
Apartment
3,256
5,590
39
Male
14,984
Married
4
Bachelor's
Unemployed
12.013585
Urban
Basic
0
10
783
1
2020-02-28 15:21:39.143708
Average
Yes
Daily
Condo
767
5,591
36
Male
76,636
Divorced
1
Master's
null
28.077819
Suburban
Comprehensive
2
4
536
8
2022-12-09 15:21:39.134960
Poor
No
Weekly
Condo
247
5,592
47
Female
2,442
Single
2
Bachelor's
null
42.495329
Rural
Basic
1
12
358
6
2019-09-03 15:21:39.287115
Average
Yes
Daily
Condo
319
5,593
64
Female
12,600
Divorced
2
PhD
null
38.30479
Suburban
Premium
2
10
757
4
2021-03-17 15:21:39.237118
Good
Yes
Monthly
House
755
5,594
57
Male
64,820
Single
0
High School
Employed
10.518026
Urban
Basic
3
13
481
6
2020-03-31 15:21:39.147735
Poor
Yes
Monthly
House
362
5,595
51
Male
1,148
Single
3
Bachelor's
null
46.066384
Rural
Basic
2
1
513
5
2021-10-07 15:21:39.134960
Good
Yes
Weekly
House
713
5,596
27
Male
88,480
Single
4
Master's
Unemployed
50.313318
Suburban
Comprehensive
4
0
null
8
2020-01-28 15:21:39.180553
Average
Yes
Rarely
Condo
651
5,597
30
Female
123,421
Divorced
4
Bachelor's
Employed
18.311775
Rural
Basic
2
7
441
1
2020-05-13 15:21:39.237118
Good
Yes
Daily
House
852
5,598
31
Male
6,056
Single
4
High School
Self-Employed
25.611371
Suburban
Premium
1
2
773
8
2020-03-08 15:21:39.134960
Average
No
Monthly
Apartment
1,027
5,599
24
Male
42,135
Married
2
Bachelor's
null
25.711179
Urban
Basic
null
13
465
3
2021-02-27 15:21:39.123711
Good
Yes
Monthly
Apartment
1,204