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
13,500
21
Female
25,168
Divorced
4
High School
Employed
null
Urban
Basic
1
13
466
1
2021-06-18 15:21:39.093681
Poor
No
Monthly
House
981
13,501
64
Female
3,909
Married
2
Master's
Self-Employed
29.989988
Urban
Premium
2
14
550
7
2023-08-01 15:21:39.128286
Good
Yes
Monthly
Apartment
1,378
13,502
36
Male
35,918
null
2
PhD
null
38.090765
Suburban
Premium
null
5
488
8
2022-01-22 15:21:39.123711
Average
Yes
Daily
Condo
31
13,503
59
Female
12,053
Divorced
1
Master's
null
30.177634
Urban
Comprehensive
null
19
397
4
2023-12-04 15:21:39.226954
Good
Yes
Weekly
House
930
13,504
58
Female
79,689
Married
null
Bachelor's
null
29.693857
Urban
Basic
null
17
830
3
2022-02-17 15:21:39.155231
Average
Yes
Monthly
House
54
13,505
59
Male
18,085
Divorced
null
High School
Employed
22.839543
Urban
Basic
null
13
511
1
2024-05-29 15:21:39.214388
Average
No
Weekly
Condo
568
13,506
41
Male
38,029
Divorced
null
PhD
Self-Employed
23.481562
Rural
Premium
0
1
477
5
2020-04-30 15:21:39.207847
Average
Yes
Monthly
Condo
1,018
13,507
35
Female
634
Divorced
1
PhD
null
22.572892
Urban
Comprehensive
1
3
null
2
2020-01-04 15:21:39.251142
null
Yes
Monthly
Condo
515
13,508
43
Female
44,530
Divorced
null
PhD
Unemployed
25.837256
Urban
Comprehensive
0
14
626
8
2023-06-03 15:21:39.288099
Poor
No
Weekly
Apartment
939
13,509
64
Female
30,984
Divorced
4
Master's
null
11.443561
Suburban
Premium
1
13
571
7
2023-03-11 15:21:39.134960
Good
Yes
Daily
House
462
13,510
60
Male
29,208
Divorced
2
PhD
Employed
13.543404
Urban
Comprehensive
null
1
364
7
2020-08-15 15:21:39.237118
Average
No
Daily
Condo
1,426
13,511
59
Male
18,368
Single
1
High School
null
9.638607
Urban
Premium
null
6
697
9
2020-06-04 15:21:39.092127
Poor
Yes
Weekly
Apartment
719
13,512
19
Female
29,483
Single
null
High School
Employed
5.017908
Rural
Basic
null
4
647
4
2019-11-07 15:21:39.267454
Average
No
Monthly
House
591
13,513
60
Female
10,048
Single
3
High School
Self-Employed
16.226973
Urban
Comprehensive
1
16
652
3
2024-08-05 15:21:39.134960
Good
Yes
Monthly
Apartment
605
13,514
28
Male
23,470
Divorced
null
Master's
null
21.492628
Rural
Basic
null
13
464
9
2022-10-16 15:21:39.172097
Average
Yes
Monthly
Apartment
588
13,515
53
Male
25,865
Married
2
Bachelor's
null
11.269864
Suburban
Basic
null
8
707
2
2020-05-20 15:21:39.215386
Average
No
Daily
House
570
13,516
30
Male
38,757
Divorced
0
High School
Employed
34.845016
Urban
Comprehensive
null
15
609
9
2020-01-23 15:21:39.250151
Average
No
Daily
Apartment
1,229
13,517
25
Female
44,909
Single
2
PhD
Unemployed
27.681943
Urban
Comprehensive
1
0
null
6
2022-03-16 15:21:39.152732
Good
Yes
Daily
House
28
13,518
28
Male
14,053
Single
1
Bachelor's
Unemployed
38.796524
Suburban
Premium
null
7
574
4
2024-07-28 15:21:39.176717
Poor
Yes
Monthly
Apartment
659
13,519
56
Female
8,078
Single
4
Master's
Unemployed
31.295743
Rural
Comprehensive
null
2
null
7
2021-09-03 15:21:39.245086
Average
No
Weekly
House
269
13,520
61
Male
10,916
Single
1
High School
null
30.859207
Suburban
Comprehensive
null
5
534
1
2024-07-16 15:21:39.171102
Poor
Yes
Monthly
House
95
13,521
31
Male
109,818
Divorced
2
High School
Unemployed
52.792713
Rural
Comprehensive
null
11
493
3
2022-11-10 15:21:39.250151
Poor
No
Rarely
Condo
552
13,522
41
Female
2,694
Divorced
4
Master's
null
10.454754
Rural
Premium
null
19
467
1
2024-03-07 15:21:39.116179
Good
No
Daily
House
3,438
13,523
60
Female
75,240
Divorced
0
High School
null
36.120711
Urban
Premium
2
12
614
8
2023-08-12 15:21:39.216387
Average
Yes
Weekly
House
4,032
13,524
55
Male
5,902
Divorced
3
PhD
Unemployed
42.257728
Rural
Comprehensive
0
12
424
4
2023-03-31 15:21:39.114118
Good
Yes
Monthly
Apartment
3,537
13,525
50
Male
71,143
Single
0
Master's
Self-Employed
23.92615
Rural
Basic
3
8
603
7
2022-06-01 15:21:39.188220
Average
Yes
Monthly
House
3,446
13,526
57
Female
24,510
Divorced
4
PhD
Unemployed
5.824474
Suburban
Premium
1
10
486
1
2023-09-20 15:21:39.235012
Poor
No
Rarely
Apartment
865
13,527
24
Female
44,794
Married
2
PhD
Unemployed
35.945865
Suburban
Comprehensive
0
0
746
8
2021-12-02 15:21:39.285112
Average
No
Daily
Apartment
1,096
13,528
48
Male
35,759
Single
3
Bachelor's
Employed
19.826192
Urban
Premium
0
11
658
9
2023-06-18 15:21:39.125660
Average
Yes
Rarely
House
1,487
13,529
23
Female
3,909
Single
1
Bachelor's
Employed
32.634872
Rural
Premium
2
6
null
4
2019-11-23 15:21:39.134960
Average
No
Monthly
House
910
13,530
36
Female
29,350
Married
0
Master's
null
13.811678
Urban
Premium
0
0
688
3
2022-05-31 15:21:39.276388
Poor
No
Weekly
Apartment
541
13,531
22
Female
null
Single
1
PhD
null
null
Rural
Premium
1
16
644
6
2022-12-03 15:21:39.229482
null
No
Weekly
Condo
36
13,532
56
Female
1,758
Single
1
Master's
Employed
34.161929
Urban
Basic
1
13
611
5
2021-05-09 15:21:39.134960
Poor
Yes
Rarely
Condo
2,073
13,533
40
Male
16,072
Divorced
2
Bachelor's
Unemployed
29.568881
Rural
Premium
1
16
678
4
2021-04-26 15:21:39.208842
Poor
No
Weekly
Apartment
827
13,534
37
Male
39,477
Married
1
Bachelor's
Employed
43.836408
Suburban
Comprehensive
1
10
null
1
2020-06-30 15:21:39.274993
Good
Yes
Rarely
House
942
13,535
58
Female
1,535
Married
1
Master's
Self-Employed
50.693958
Suburban
Basic
null
10
757
5
2020-08-30 15:21:39.095696
Good
Yes
Daily
House
25
13,536
52
Female
92,931
Divorced
2
Master's
Self-Employed
33.827301
Rural
Basic
2
14
782
2
2024-04-05 15:21:39.155231
Average
No
Daily
House
265
13,537
51
Male
148,987
Single
4
Bachelor's
Employed
28.868532
Suburban
Basic
0
8
424
9
2022-10-10 15:21:39.231531
Poor
Yes
Monthly
Condo
405
13,538
31
Female
38,229
Married
4
Master's
null
23.947472
Urban
Premium
0
14
493
5
2023-04-08 15:21:39.245086
null
Yes
Weekly
Condo
709
13,539
25
Female
11,289
Divorced
4
Bachelor's
Employed
16.958985
Suburban
Comprehensive
null
11
null
9
2023-08-23 15:21:39.144722
Good
No
Daily
Condo
273
13,540
34
Male
131,622
Married
4
High School
null
35.945009
Suburban
Premium
null
12
533
1
2021-06-29 15:21:39.189223
Good
No
Weekly
House
71
13,541
22
Female
857
Single
4
High School
null
15.719539
Rural
Comprehensive
null
9
328
4
2023-03-29 15:21:39.104139
Average
No
Monthly
Apartment
539
13,542
43
Male
949
Divorced
0
Bachelor's
Employed
30.422926
Suburban
Premium
1
5
391
1
2020-04-01 15:21:39.274993
Good
No
Rarely
Apartment
1,622
13,543
27
Female
27,139
Single
0
Bachelor's
null
21.341319
Suburban
Basic
null
2
410
5
2022-10-02 15:21:39.196387
Poor
Yes
Daily
House
676
13,544
41
Male
16,281
Divorced
2
PhD
null
13.28599
Suburban
Premium
null
13
513
5
2021-11-12 15:21:39.170099
Good
No
Weekly
Apartment
648
13,545
49
Male
940
Single
1
Bachelor's
Employed
35.493784
Urban
Premium
null
19
630
5
2022-12-05 15:21:39.134960
null
No
Rarely
Apartment
2,023
13,546
46
Female
null
Divorced
4
Bachelor's
Self-Employed
44.937254
Rural
Basic
null
6
561
4
2023-05-11 15:21:39.134960
Poor
Yes
Weekly
Condo
119
13,547
36
Female
68,830
Married
1
Master's
Employed
36.360093
Urban
Premium
2
4
431
8
2020-07-24 15:21:39.094752
null
Yes
Daily
House
139
13,548
23
Male
43,973
Married
1
Bachelor's
null
23.857326
Urban
Premium
null
13
805
5
2023-08-23 15:21:39.084065
Poor
No
Rarely
Apartment
815
13,549
36
Female
18,995
Single
1
High School
Employed
null
Urban
Comprehensive
0
1
736
1
2019-12-01 15:21:39.237118
Poor
Yes
Daily
Apartment
1,405
13,550
21
Female
83,508
Single
0
Bachelor's
Employed
52.053783
Suburban
Comprehensive
1
0
null
7
2023-12-06 15:21:39.237118
Good
Yes
Monthly
Apartment
916
13,551
18
Female
26,983
Single
1
Master's
Self-Employed
42.241113
Suburban
Comprehensive
1
3
709
3
2019-10-24 15:21:39.112553
Average
No
Monthly
Apartment
1,402
13,552
55
Female
83,515
Single
0
PhD
Unemployed
40.959203
Urban
Comprehensive
1
2
626
8
2024-03-25 15:21:39.097737
null
Yes
Weekly
Condo
117
13,553
19
Male
4,025
Divorced
1
Master's
Self-Employed
13.817882
Suburban
Premium
2
17
null
3
2022-04-19 15:21:39.148733
Good
No
Monthly
House
955
13,554
50
Female
78,850
Divorced
4
Bachelor's
Unemployed
30.61596
Suburban
Comprehensive
null
0
627
8
2020-08-07 15:21:39.172097
Poor
Yes
Weekly
House
116
13,555
55
Female
29,892
Divorced
2
Bachelor's
null
17.175831
Rural
Comprehensive
1
1
712
1
2022-10-16 15:21:39.247098
Average
No
Weekly
Condo
589
13,556
56
Female
5,544
Divorced
3
High School
null
42.903183
Urban
Comprehensive
null
15
543
8
2021-05-06 15:21:39.276901
Good
No
Monthly
House
1,290
13,557
51
Female
85,657
Married
4
Master's
Self-Employed
23.967113
Urban
Basic
2
7
636
1
2020-08-20 15:21:39.134960
Poor
Yes
Rarely
Apartment
172
13,558
51
Male
7,232
Divorced
1
PhD
null
9.037133
Suburban
Basic
1
15
328
9
2020-09-22 15:21:39.194829
Average
No
Daily
Condo
3,232
13,559
38
Male
34,181
Single
0
Bachelor's
null
47.638791
Rural
Premium
0
10
481
2
2021-07-29 15:21:39.289099
Good
No
Daily
Condo
1,046
13,560
60
Female
3,257
Married
1
Master's
null
null
Urban
Basic
2
11
null
2
2023-01-19 15:21:39.198406
Poor
Yes
Weekly
House
908
13,561
38
Female
705
Divorced
4
PhD
Self-Employed
25.755968
Rural
Comprehensive
2
16
842
3
2022-05-18 15:21:39.090124
Good
No
Rarely
House
1,033
13,562
40
Female
1,139
Divorced
0
High School
Self-Employed
31.291517
Suburban
Basic
2
16
762
9
2020-08-01 15:21:39.237118
Poor
Yes
Rarely
Apartment
659
13,563
37
Female
14,054
Single
2
High School
Unemployed
23.413958
Urban
Premium
2
10
353
3
2023-10-09 15:21:39.155231
Poor
No
Daily
Apartment
614
13,564
35
Female
8,090
Single
3
High School
null
20.555665
Rural
Premium
1
2
727
9
2019-11-16 15:21:39.152732
Average
Yes
Rarely
Apartment
444
13,565
26
Female
7,394
Married
0
Master's
Self-Employed
22.943197
Rural
Premium
0
16
646
2
2020-08-17 15:21:39.145732
Poor
Yes
Monthly
Apartment
1,304
13,566
18
Male
30,611
Single
3
High School
Employed
14.908749
Rural
Comprehensive
null
16
768
7
2020-03-10 15:21:39.134960
Poor
Yes
Daily
House
1,632
13,567
31
Female
29,847
Married
null
High School
Unemployed
32.72699
Rural
Premium
null
3
495
8
2024-01-17 15:21:39.149731
Poor
No
Rarely
Condo
610
13,568
32
Female
16,123
null
0
PhD
Employed
38.332275
Urban
Premium
0
19
761
8
2023-11-02 15:21:39.212862
Average
No
Weekly
Condo
292
13,569
55
Male
31,188
Married
3
Master's
Employed
24.099574
Rural
Comprehensive
2
17
null
4
2023-03-24 15:21:39.087123
Poor
No
Daily
House
311
13,570
46
Male
81,570
Single
null
Bachelor's
null
21.894361
Suburban
Basic
null
5
393
8
2020-12-15 15:21:39.132191
Average
Yes
Rarely
Apartment
92
13,571
34
Female
6,606
Single
2
PhD
Employed
11.874188
Rural
Comprehensive
1
10
406
5
2021-04-05 15:21:39.193945
Poor
Yes
Monthly
Apartment
25
13,572
60
Female
17,069
Married
1
PhD
Self-Employed
44.774441
Suburban
Premium
null
13
null
3
2019-10-28 15:21:39.189223
Good
No
Weekly
House
1,745
13,573
61
Female
47,443
Married
2
Master's
null
33.12144
Suburban
Premium
3
5
421
6
2023-05-01 15:21:39.185215
Average
Yes
Daily
Condo
468
13,574
56
Female
6,870
Married
3
High School
null
9.053615
Suburban
Basic
null
4
316
7
2020-05-01 15:21:39.187211
Poor
Yes
Rarely
Condo
538
13,575
32
Male
11,551
Divorced
4
PhD
null
26.777839
Rural
Basic
1
15
785
1
2022-07-22 15:21:39.166062
Good
No
Rarely
Apartment
783
13,576
19
Female
3,518
Divorced
0
High School
null
null
Rural
Basic
0
1
783
5
2024-04-17 15:21:39.084065
Poor
Yes
Daily
Apartment
478
13,577
50
Male
58,296
Married
0
PhD
Employed
36.16362
Urban
Premium
0
9
799
7
2024-07-13 15:21:39.226954
Average
Yes
Daily
Apartment
96
13,578
53
Female
24,552
Married
2
Bachelor's
null
22.792703
Rural
Premium
1
3
681
2
2024-02-04 15:21:39.134960
Average
No
Daily
Apartment
439
13,579
25
Male
48,800
Married
1
Master's
Self-Employed
26.151643
Suburban
Comprehensive
null
14
385
8
2022-07-17 15:21:39.116179
Average
Yes
Daily
House
566
13,580
30
Male
857
Divorced
2
High School
null
15.898664
Rural
Comprehensive
3
18
658
5
2022-01-16 15:21:39.181605
Average
No
Weekly
House
1,647
13,581
50
Female
null
Single
0
Master's
Unemployed
52.246886
Rural
Comprehensive
null
16
812
6
2023-11-08 15:21:39.164044
Good
Yes
Daily
Condo
1,804
13,582
18
Female
29,429
Single
0
Bachelor's
Unemployed
19.676254
Rural
Premium
null
4
674
5
2024-02-04 15:21:39.155231
Average
No
Weekly
House
616
13,583
54
Male
26,142
Single
2
Bachelor's
Self-Employed
22.6288
Urban
Basic
0
18
465
4
2020-06-07 15:21:39.186212
Good
No
Rarely
Apartment
1,871
13,584
62
Female
20,861
Married
3
PhD
null
28.423534
Suburban
Comprehensive
null
5
480
9
2021-09-03 15:21:39.171102
Average
No
Rarely
House
2,077
13,585
30
Male
2,788
Divorced
2
Master's
null
18.395633
Rural
Comprehensive
null
4
421
5
2021-05-06 15:21:39.283783
Good
Yes
Monthly
House
2,484
13,586
35
Female
26,709
Single
0
High School
null
27.182451
Urban
Basic
1
12
749
7
2021-07-15 15:21:39.134960
Poor
Yes
Rarely
Condo
1,313
13,587
null
Male
28,791
Single
1
Bachelor's
null
4.669717
Urban
Basic
2
18
762
1
2021-06-21 15:21:39.230483
Poor
No
Daily
Apartment
632
13,588
null
Male
134,496
Married
2
Bachelor's
Employed
6.515426
Urban
Premium
null
18
417
5
2022-04-22 15:21:39.196387
Good
No
Weekly
Apartment
672
13,589
61
Female
11,903
Married
null
High School
Unemployed
18.898606
Suburban
Comprehensive
0
4
null
9
2023-08-29 15:21:39.134960
Average
No
Daily
Apartment
609
13,590
49
Male
6,527
Single
null
PhD
Unemployed
8.09184
Urban
Premium
1
12
521
7
2022-05-30 15:21:39.237118
Average
Yes
Daily
Condo
769
13,591
49
Female
26,681
null
0
Master's
null
15.097268
Suburban
Comprehensive
1
15
681
6
2021-01-21 15:21:39.134960
Good
No
Daily
Apartment
2,268
13,592
43
Female
24,983
Divorced
3
Bachelor's
Employed
37.791728
Rural
Basic
null
19
828
6
2021-06-13 15:21:39.228521
Poor
No
Monthly
Condo
781
13,593
33
Female
31,049
Divorced
2
PhD
null
33.066954
Urban
Basic
null
7
786
8
2023-07-31 15:21:39.126661
Average
Yes
Weekly
Condo
543
13,594
58
Male
26,315
Divorced
null
Master's
Self-Employed
9.683523
Urban
Comprehensive
1
9
725
5
2023-03-01 15:21:39.132191
Good
Yes
Daily
House
817
13,595
59
Male
2,490
Married
1
High School
Self-Employed
null
Rural
Comprehensive
1
1
469
5
2024-08-13 15:21:39.182597
Good
Yes
Weekly
House
2,909
13,596
50
Female
35,341
Married
4
PhD
null
17.271326
Suburban
Basic
null
18
539
6
2023-02-18 15:21:39.186212
Average
No
Daily
Condo
586
13,597
56
Female
15,983
Divorced
0
Master's
Self-Employed
41.796781
Urban
Premium
2
2
628
9
2021-07-04 15:21:39.271453
Average
Yes
Rarely
Apartment
759
13,598
34
Female
6,913
Single
3
Bachelor's
Unemployed
13.934746
Urban
Basic
null
4
555
7
2024-05-03 15:21:39.143708
Poor
Yes
Daily
House
2,064
13,599
41
Male
null
Single
4
Master's
Self-Employed
28.957951
Urban
Premium
1
12
338
2
2020-12-03 15:21:39.134960
Average
No
Monthly
Condo
1,709