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
1,163,400
31
Female
18,069
Married
0
High School
Employed
27.94636
Rural
Comprehensive
2
2
null
6
2022-12-20 15:21:39.229482
null
Yes
Weekly
Apartment
1,158
1,163,401
54
Male
6,099
Married
1
PhD
null
36.086483
Suburban
Premium
0
13
516
1
2024-03-10 15:21:39.287115
Average
Yes
Weekly
Apartment
1,387
1,163,402
33
Male
26,024
Married
0
Bachelor's
Employed
41.264948
Rural
Comprehensive
2
12
602
4
2022-09-19 15:21:39.170099
Poor
No
Rarely
Apartment
1,058
1,163,403
37
Male
77,921
Single
0
Master's
Self-Employed
42.817473
Urban
Premium
null
19
449
6
2024-04-01 15:21:39.237118
Average
Yes
Weekly
Apartment
1,435
1,163,404
18
Female
44,782
Divorced
1
Master's
Unemployed
23.505885
Urban
Premium
0
9
637
5
2020-02-14 15:21:39.081504
Average
Yes
Monthly
House
1,202
1,163,405
22
Male
92,625
Single
4
Master's
Employed
9.795855
Rural
Comprehensive
1
3
370
5
2024-06-30 15:21:39.171102
Average
Yes
Monthly
Condo
740
1,163,406
28
Female
382
Married
2
PhD
null
7.053637
Suburban
Basic
1
4
639
2
2022-07-16 15:21:39.084065
Good
Yes
Monthly
Apartment
2,933
1,163,407
48
Male
823
Divorced
3
High School
Self-Employed
39.967221
Suburban
Basic
null
1
844
8
2019-09-28 15:21:39.192212
null
Yes
Rarely
Condo
1,337
1,163,408
52
Female
59,596
Divorced
1
PhD
null
14.937147
Suburban
Premium
0
17
465
2
2022-11-19 15:21:39.192212
Good
Yes
Monthly
House
2,364
1,163,409
38
Female
1,804
Married
0
PhD
Employed
13.958777
Urban
Comprehensive
null
14
772
6
2021-07-29 15:21:39.263607
Poor
No
Monthly
Apartment
2,566
1,163,410
57
Male
1,424
Divorced
4
Master's
null
35.235935
Suburban
Basic
1
11
454
4
2021-03-06 15:21:39.098696
Average
No
Daily
Apartment
790
1,163,411
58
Male
24,997
Married
0
Bachelor's
null
38.485587
Urban
Basic
1
19
676
8
2022-07-14 15:21:39.286113
Average
Yes
Weekly
Apartment
1,208
1,163,412
34
Female
30,962
Married
4
High School
Self-Employed
39.318025
Rural
Comprehensive
0
2
null
4
2024-06-23 15:21:39.231531
Good
Yes
Monthly
Condo
1,067
1,163,413
21
Female
29,091
Married
1
PhD
Unemployed
13.173975
Suburban
Comprehensive
2
2
616
7
2022-11-10 15:21:39.094752
Poor
No
Rarely
Apartment
449
1,163,414
44
Female
72,518
Divorced
3
High School
Self-Employed
35.966696
Urban
Basic
2
17
613
8
2022-11-21 15:21:39.226954
Poor
Yes
Monthly
Apartment
26
1,163,415
51
Male
16,076
Divorced
1
High School
Employed
null
Urban
Basic
1
3
796
9
2020-10-30 15:21:39.155231
Average
Yes
Monthly
Condo
1,616
1,163,416
61
Female
15,368
Divorced
1
PhD
Unemployed
45.371512
Rural
Premium
1
11
708
3
2022-02-03 15:21:39.190215
Poor
No
Daily
Apartment
788
1,163,417
46
Female
3,185
Married
0
PhD
Self-Employed
4.782835
Urban
Basic
1
7
499
7
2019-09-08 15:21:39.204790
Good
Yes
Daily
Apartment
942
1,163,418
19
Male
1,656
Divorced
3
PhD
Self-Employed
43.566106
Urban
Premium
null
11
468
3
2020-05-08 15:21:39.172097
Average
Yes
Daily
Condo
285
1,163,419
20
Female
19,486
Divorced
4
Bachelor's
Unemployed
27.882004
Suburban
Premium
2
7
null
1
2022-01-09 15:21:39.274993
Average
No
Weekly
Apartment
739
1,163,420
42
Female
14,983
Divorced
0
High School
null
34.96745
Urban
Premium
1
18
602
2
2020-05-03 15:21:39.213373
Good
No
Monthly
Apartment
739
1,163,421
35
Female
42,617
Single
0
High School
null
47.736599
Rural
Premium
null
1
470
2
2024-04-21 15:21:39.272456
Good
Yes
Monthly
Apartment
1,528
1,163,422
28
Female
115,549
Married
3
Master's
null
19.834303
Suburban
Premium
0
1
478
6
2020-11-07 15:21:39.132191
Good
Yes
Monthly
House
2,095
1,163,423
50
Male
5,857
Married
0
PhD
Self-Employed
14.638492
Suburban
Basic
2
2
null
4
2020-04-13 15:21:39.220389
Poor
Yes
Daily
Condo
1,750
1,163,424
63
Male
44,172
Single
4
Bachelor's
null
18.814962
Suburban
Premium
null
18
798
5
2022-03-22 15:21:39.155231
Poor
No
Daily
Apartment
331
1,163,425
51
Female
26,129
Married
3
Bachelor's
Employed
51.452757
Rural
Comprehensive
null
1
343
2
2021-05-06 15:21:39.205850
null
No
Monthly
Apartment
942
1,163,426
58
Male
23,188
Married
null
Bachelor's
Employed
6.887946
Suburban
Comprehensive
1
19
493
5
2023-11-24 15:21:39.126661
Average
Yes
Monthly
House
812
1,163,427
57
Female
1,006
Divorced
2
Master's
Unemployed
21.354876
Rural
Comprehensive
null
13
491
7
2021-12-02 15:21:39.155231
Good
No
Weekly
Apartment
1,076
1,163,428
57
Female
85,541
Divorced
3
Bachelor's
Self-Employed
14.829487
Suburban
Comprehensive
null
2
459
3
2022-04-20 15:21:39.093681
Good
No
Daily
House
3,136
1,163,429
62
Female
16,646
Divorced
3
High School
null
46.347813
Urban
Premium
null
16
709
5
2021-05-13 15:21:39.259788
Poor
Yes
Rarely
Condo
1,282
1,163,430
59
Male
3,377
Single
0
High School
Unemployed
14.447081
Suburban
Basic
null
10
558
7
2023-06-18 15:21:39.123711
null
No
Monthly
Apartment
951
1,163,431
36
Male
16,063
Divorced
1
PhD
null
36.945758
Urban
Basic
1
13
null
7
2023-05-12 15:21:39.176717
Poor
Yes
Monthly
House
381
1,163,432
37
Female
23,565
Divorced
3
Bachelor's
Self-Employed
36.895209
Suburban
Comprehensive
1
8
444
9
2023-08-29 15:21:39.092127
Poor
No
Rarely
House
2,161
1,163,433
37
Male
100,882
Single
1
High School
null
18.496473
Suburban
Premium
null
15
474
6
2021-01-30 15:21:39.282785
Poor
No
Rarely
Condo
1,914
1,163,434
54
Male
2,722
Single
4
Bachelor's
Unemployed
null
Suburban
Premium
null
0
531
5
2024-04-01 15:21:39.237118
Average
Yes
Daily
Apartment
815
1,163,435
55
Male
22,223
Divorced
3
Master's
null
19.734908
Urban
Comprehensive
1
17
null
5
2023-09-19 15:21:39.247098
Good
Yes
Weekly
Apartment
1,053
1,163,436
42
Male
5,935
Single
0
Bachelor's
null
17.294742
Suburban
Comprehensive
1
19
783
3
2022-11-08 15:21:39.094752
Average
Yes
Weekly
House
1,690
1,163,437
46
Female
58,975
Married
3
Master's
Unemployed
17.91275
Urban
Comprehensive
2
8
795
5
2021-11-09 15:21:39.213373
Average
No
Rarely
Condo
2,977
1,163,438
37
Male
8,441
Single
1
Bachelor's
null
19.266935
Rural
Premium
0
1
384
1
2022-04-29 15:21:39.257696
Poor
Yes
Rarely
Apartment
2,266
1,163,439
22
Female
32,455
Single
3
Bachelor's
Self-Employed
52.053783
Rural
Basic
0
18
null
1
2023-06-09 15:21:39.274993
Average
No
Rarely
House
686
1,163,440
49
Male
45,964
Single
3
PhD
null
null
Urban
Premium
null
11
783
5
2021-12-04 15:21:39.221386
Average
No
Monthly
Condo
678
1,163,441
48
Male
2,023
Divorced
3
High School
Unemployed
29.656915
Rural
Comprehensive
2
5
551
5
2020-02-26 15:21:39.274993
Poor
No
Rarely
Condo
33
1,163,442
46
Female
6,997
Divorced
2
Master's
Self-Employed
4.594079
Rural
Premium
0
14
573
2
2024-03-29 15:21:39.179186
Poor
Yes
Rarely
Condo
1,078
1,163,443
19
Male
5,521
Divorced
2
High School
Employed
20.814994
Suburban
Basic
null
11
405
6
2020-06-25 15:21:39.274993
Good
Yes
Rarely
Condo
1,224
1,163,444
51
Female
23,982
Divorced
2
Master's
Self-Employed
10.646987
Rural
Basic
1
13
676
9
2021-08-16 15:21:39.116179
Good
No
Weekly
Apartment
1,887
1,163,445
34
Female
70,712
Divorced
2
PhD
Employed
38.381837
Suburban
Premium
0
13
391
3
2021-10-03 15:21:39.082499
Good
Yes
Weekly
House
687
1,163,446
56
Male
30,372
Single
null
PhD
Unemployed
34.764267
Urban
Premium
null
16
723
6
2024-03-16 15:21:39.176717
Average
Yes
Weekly
Apartment
1,426
1,163,447
62
Male
18,054
Single
1
Master's
null
8.184569
Urban
Basic
null
2
null
9
2024-07-30 15:21:39.237118
Average
Yes
Rarely
House
688
1,163,448
26
Female
20,597
Single
null
Master's
Unemployed
37.847112
Suburban
Basic
0
10
648
6
2023-04-30 15:21:39.283783
Average
No
Rarely
Condo
1,542
1,163,449
64
Male
51,933
Divorced
4
Bachelor's
Unemployed
26.853014
Rural
Basic
null
0
null
6
2020-07-16 15:21:39.173834
Poor
No
Monthly
Apartment
387
1,163,450
23
Male
34,117
Divorced
3
High School
null
7.83872
Urban
Comprehensive
0
19
824
4
2023-11-05 15:21:39.090124
Good
Yes
Monthly
Apartment
2,089
1,163,451
33
Male
58,500
Married
null
Bachelor's
Unemployed
47.823652
Suburban
Comprehensive
4
8
823
5
2023-06-24 15:21:39.121169
null
No
Weekly
Condo
714
1,163,452
47
Female
2,371
Single
0
Bachelor's
Self-Employed
22.452165
Urban
Comprehensive
null
3
null
4
2023-09-09 15:21:39.116179
Good
Yes
Weekly
House
134
1,163,453
19
Female
null
Single
4
Master's
Self-Employed
45.316068
Rural
Basic
1
7
500
7
2020-09-17 15:21:39.245086
Good
No
Weekly
House
3,846
1,163,454
29
Male
28,759
Divorced
3
PhD
Self-Employed
38.735731
Urban
Comprehensive
null
8
659
9
2022-11-13 15:21:39.134960
Average
Yes
Monthly
Condo
727
1,163,455
40
Male
44,003
Single
3
High School
Self-Employed
35.674819
Suburban
Premium
0
10
849
5
2021-06-16 15:21:39.121169
Poor
Yes
Monthly
Condo
1,643
1,163,456
52
Male
41,087
Single
4
Master's
Employed
10.822213
Urban
Premium
null
8
445
6
2023-09-01 15:21:39.132191
Average
Yes
Daily
Apartment
1,189
1,163,457
25
Female
21,368
Divorced
null
High School
Unemployed
22.276224
Rural
Comprehensive
null
10
439
9
2020-07-06 15:21:39.198406
Average
No
Rarely
Apartment
914
1,163,458
58
Male
1,218
Divorced
2
Bachelor's
Self-Employed
5.743128
Urban
Premium
0
18
468
3
2021-02-26 15:21:39.093681
Poor
Yes
Weekly
Apartment
933
1,163,459
33
Male
62,830
Married
3
High School
Self-Employed
40.88107
Suburban
Premium
0
3
438
8
2019-10-09 15:21:39.181605
Poor
Yes
Rarely
House
627
1,163,460
18
Male
23,981
Married
3
Master's
Unemployed
20.836642
Urban
Comprehensive
2
10
552
4
2022-03-18 15:21:39.244069
Good
Yes
Daily
Apartment
1,048
1,163,461
56
Male
35,615
Divorced
3
Bachelor's
Self-Employed
30.913678
Rural
Basic
1
19
734
1
2023-04-01 15:21:39.279729
Poor
No
Rarely
House
2,115
1,163,462
18
Female
131,813
Single
1
Master's
Self-Employed
16.080075
Urban
Comprehensive
2
1
734
4
2023-05-31 15:21:39.121169
Good
Yes
Daily
Apartment
2,780
1,163,463
49
Female
1,177
Single
3
High School
Unemployed
27.736906
Suburban
Comprehensive
3
16
596
7
2024-05-23 15:21:39.246098
Good
Yes
Monthly
Condo
2,028
1,163,464
31
Female
null
Divorced
4
Bachelor's
null
48.668415
Urban
Premium
2
3
642
9
2023-03-04 15:21:39.096739
null
Yes
Daily
Condo
128
1,163,465
28
Male
20,893
Married
4
PhD
Employed
38.722907
Urban
Basic
null
13
644
9
2020-03-27 15:21:39.133866
Good
No
Daily
Apartment
739
1,163,466
53
Female
66,465
Single
null
Bachelor's
Self-Employed
10.695109
Rural
Comprehensive
null
15
577
3
2019-10-10 15:21:39.134960
Poor
Yes
Rarely
House
3,104
1,163,467
46
Female
78,939
Divorced
3
PhD
Unemployed
null
Rural
Premium
2
0
659
6
2020-10-30 15:21:39.192212
Good
No
Weekly
Apartment
446
1,163,468
50
Female
94,473
Single
1
Master's
Unemployed
51.645096
Suburban
Basic
null
1
584
7
2022-12-25 15:21:39.122134
Average
No
Monthly
Condo
1,311
1,163,469
58
Female
16,861
Single
2
PhD
Employed
31.065262
Rural
Comprehensive
1
0
672
2
2024-04-03 15:21:39.155231
Average
Yes
Daily
Condo
627
1,163,470
44
Female
9,028
Divorced
4
PhD
Unemployed
16.098395
Urban
Basic
null
12
602
3
2023-10-01 15:21:39.155231
Poor
No
Monthly
House
431
1,163,471
40
Female
null
Single
2
High School
Employed
45.937252
Rural
Premium
0
11
374
5
2021-05-10 15:21:39.237118
Poor
No
Rarely
Condo
1,291
1,163,472
29
Male
21,458
Single
3
Master's
Self-Employed
31.946503
Rural
Basic
null
5
809
5
2024-06-07 15:21:39.289099
Average
Yes
Monthly
House
884
1,163,473
60
Male
25,170
Married
null
High School
null
36.845658
Suburban
Comprehensive
null
4
null
5
2022-09-20 15:21:39.265513
null
Yes
Weekly
Condo
26
1,163,474
53
Male
17,495
Single
2
Master's
null
31.948732
Urban
Premium
null
14
null
4
2021-09-30 15:21:39.271453
Average
No
Rarely
Apartment
679
1,163,475
23
Female
66,352
Married
1
PhD
null
8.652903
Rural
Comprehensive
null
13
822
6
2022-01-11 15:21:39.134960
Good
No
Rarely
House
66
1,163,476
19
Female
23,458
Single
4
PhD
Self-Employed
23.038198
Rural
Comprehensive
3
14
542
8
2024-05-30 15:21:39.095696
Poor
Yes
Weekly
House
50
1,163,477
20
Female
1,177
null
0
PhD
Unemployed
10.573358
Urban
Premium
0
3
842
7
2024-03-11 15:21:39.205850
Poor
No
Weekly
House
922
1,163,478
63
Male
5,638
Divorced
null
PhD
Unemployed
25.183475
Rural
Premium
1
12
755
3
2021-08-15 15:21:39.287115
Poor
Yes
Rarely
Apartment
33
1,163,479
63
Male
12,054
Divorced
4
High School
Self-Employed
26.330526
Rural
Basic
1
4
839
5
2021-10-25 15:21:39.170099
Average
No
Rarely
Condo
691
1,163,480
60
Male
18,086
Single
4
High School
null
40.264423
Suburban
Comprehensive
null
1
574
5
2021-11-21 15:21:39.121169
Good
Yes
Rarely
Condo
1,324
1,163,481
62
Male
24,595
Single
3
Master's
null
12.539547
Suburban
Premium
0
10
579
2
2023-08-13 15:21:39.134960
Poor
Yes
Monthly
Condo
2,347
1,163,482
54
Male
36,752
Single
2
Bachelor's
Self-Employed
46.933009
Suburban
Premium
1
19
624
2
2020-01-08 15:21:39.194829
Poor
No
Rarely
Apartment
596
1,163,483
33
Female
39,425
Married
2
High School
Self-Employed
12.829706
Suburban
Basic
1
3
null
3
2024-04-28 15:21:39.209847
Poor
No
Rarely
House
1,348
1,163,484
61
Female
3,408
Divorced
1
Master's
Employed
14.265969
Urban
Basic
null
8
null
8
2023-02-21 15:21:39.167099
null
No
Monthly
House
1,540
1,163,485
45
Female
13,838
Single
1
Bachelor's
Unemployed
44.844131
Suburban
Premium
null
9
536
7
2020-02-17 15:21:39.237118
Poor
No
Weekly
House
1,884
1,163,486
21
Male
45,921
Married
3
PhD
null
null
Rural
Comprehensive
1
12
725
4
2024-08-15 15:21:39.237118
Poor
No
Daily
House
649
1,163,487
43
Male
121,588
Divorced
2
High School
null
41.222021
Urban
Basic
0
0
718
6
2021-08-03 15:21:39.172097
Average
No
Weekly
Condo
93
1,163,488
61
Male
381
Married
4
High School
Unemployed
10.936904
Rural
Basic
1
10
755
2
2022-03-18 15:21:39.152732
Poor
Yes
Weekly
House
1,353
1,163,489
55
Female
3,817
Married
2
Bachelor's
null
15.597989
Urban
Premium
0
19
613
5
2019-12-30 15:21:39.271453
null
Yes
Monthly
Condo
783
1,163,490
48
Female
28,630
Divorced
3
Bachelor's
Unemployed
44.160147
Rural
Premium
1
0
697
8
2021-11-01 15:21:39.237118
Average
No
Monthly
House
552
1,163,491
46
Female
6,871
Divorced
4
High School
Unemployed
31.457675
Suburban
Premium
1
8
529
5
2022-01-20 15:21:39.218388
Average
Yes
Rarely
House
467
1,163,492
43
Female
5,734
Single
1
High School
null
26.917333
Rural
Basic
1
16
692
8
2022-05-11 15:21:39.155231
Good
No
Monthly
Apartment
581
1,163,493
23
Male
33,405
Divorced
2
Master's
Self-Employed
12.496026
Suburban
Comprehensive
1
8
465
4
2023-01-09 15:21:39.155231
Poor
Yes
Monthly
House
834
1,163,494
30
Female
45,615
Single
null
High School
null
null
Suburban
Basic
0
3
393
6
2023-10-13 15:21:39.237118
Poor
Yes
Daily
House
1,609
1,163,495
46
Male
71,153
Single
null
Master's
Self-Employed
34.603597
Urban
Basic
null
11
305
6
2023-08-11 15:21:39.290098
Good
No
Monthly
Condo
973
1,163,496
55
Female
24,562
Married
1
PhD
null
15.797217
Suburban
Basic
0
5
581
2
2021-10-29 15:21:39.114118
Poor
No
Weekly
Apartment
589
1,163,497
58
Female
39,883
Single
4
PhD
Self-Employed
23.361145
Urban
Comprehensive
3
16
826
9
2023-11-18 15:21:39.237118
Good
No
Weekly
Condo
2,856
1,163,498
34
Female
null
null
3
High School
null
46.605865
Urban
Basic
null
10
669
8
2020-05-12 15:21:39.288099
Poor
Yes
Daily
Apartment
100
1,163,499
33
Female
40,215
Divorced
3
Bachelor's
Employed
29.261793
Suburban
Basic
2
9
365
1
2023-04-27 15:21:39.253660
Poor
No
Rarely
Apartment
547