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
42,300
44
Male
82,967
Married
null
Master's
Unemployed
37.095618
Urban
Comprehensive
2
5
526
1
2022-12-09 15:21:39.228521
Good
Yes
Daily
House
2,893
42,301
28
Male
70,866
Married
0
Bachelor's
Unemployed
null
Rural
Basic
2
16
515
6
2019-10-06 15:21:39.134960
Poor
No
Rarely
House
728
42,302
51
Male
837
Married
1
PhD
null
null
Rural
Premium
null
6
783
4
2019-11-19 15:21:39.173834
Good
Yes
Monthly
House
1,681
42,303
34
Female
3,354
Divorced
4
Master's
null
4.274205
Rural
Basic
0
16
319
5
2019-11-14 15:21:39.109552
Average
No
Weekly
Apartment
1,393
42,304
55
Female
17,663
Divorced
2
Master's
Unemployed
47.076086
Urban
Premium
1
4
652
8
2020-03-20 15:21:39.261856
Average
No
Weekly
Condo
4,919
42,305
51
Female
36,982
Single
null
PhD
null
42.991965
Rural
Premium
null
7
433
4
2020-06-19 15:21:39.189223
Average
Yes
Weekly
Apartment
663
42,306
47
Male
55,934
Married
4
PhD
null
26.836119
Rural
Comprehensive
null
5
436
2
2022-11-12 15:21:39.155231
Good
Yes
Daily
Condo
481
42,307
31
Male
2,571
Divorced
2
Bachelor's
Unemployed
38.566206
Rural
Comprehensive
5
12
694
9
2023-08-16 15:21:39.202448
Average
Yes
Monthly
Condo
956
42,308
28
Male
3,568
Married
0
High School
null
43.593323
Urban
Comprehensive
1
10
607
1
2022-06-07 15:21:39.155231
null
No
Weekly
Apartment
3,544
42,309
37
Female
36,454
Divorced
3
Master's
Employed
14.937405
Rural
Comprehensive
null
2
619
1
2019-12-02 15:21:39.192212
Average
Yes
Weekly
Condo
1,562
42,310
44
Male
15,585
Married
2
Master's
Employed
32.053366
Suburban
Premium
1
4
818
7
2023-10-28 15:21:39.082499
Average
Yes
Weekly
House
1,848
42,311
42
Female
3,691
Single
2
PhD
Self-Employed
18.104898
Suburban
Premium
1
11
389
7
2021-08-07 15:21:39.190215
Good
Yes
Rarely
House
1,269
42,312
27
Female
25,996
Married
1
High School
Employed
17.93945
Rural
Basic
2
7
783
4
2023-10-13 15:21:39.182597
Poor
Yes
Monthly
House
748
42,313
34
Female
null
Single
0
PhD
Self-Employed
5.917235
Urban
Basic
null
8
327
1
2021-09-02 15:21:39.259788
Good
Yes
Weekly
House
1,557
42,314
32
Female
21,803
Divorced
4
High School
Employed
11.374592
Urban
Comprehensive
0
1
462
7
2022-08-30 15:21:39.095696
Poor
No
Rarely
Condo
121
42,315
28
Female
12,056
Single
3
Bachelor's
Unemployed
24.397777
Suburban
Comprehensive
null
3
816
2
2024-02-02 15:21:39.237118
Average
Yes
Weekly
Condo
1,283
42,316
41
Male
37,108
Married
1
High School
Employed
39.430475
Rural
Comprehensive
null
9
null
7
2023-09-29 15:21:39.129190
Average
Yes
Weekly
House
983
42,317
57
Female
23,757
Single
2
PhD
null
29.998899
Rural
Basic
null
5
575
5
2024-01-18 15:21:39.271453
Good
No
Weekly
Condo
1,271
42,318
59
Female
49,695
Divorced
null
Bachelor's
Unemployed
20.083171
Suburban
Basic
null
10
364
3
2020-10-29 15:21:39.146733
Poor
No
Weekly
Apartment
2,437
42,319
22
Male
46,663
Married
null
PhD
Unemployed
32.566502
Rural
Comprehensive
null
4
849
8
2023-07-03 15:21:39.104139
Average
No
Weekly
House
271
42,320
52
Female
14,094
Married
0
Bachelor's
Self-Employed
28.904661
Rural
Comprehensive
1
1
554
9
2023-04-05 15:21:39.237118
Poor
Yes
Rarely
House
643
42,321
61
Male
2,310
Divorced
4
Master's
Employed
null
Rural
Basic
0
6
824
8
2020-11-09 15:21:39.134960
Poor
Yes
Daily
Apartment
1,572
42,322
53
Female
43,976
Married
3
Master's
null
null
Suburban
Premium
null
5
null
1
2024-07-30 15:21:39.146733
Average
Yes
Daily
Apartment
2,666
42,323
61
Male
3,920
Single
3
Master's
Employed
39.88985
Suburban
Premium
null
19
447
2
2024-02-08 15:21:39.166062
Good
Yes
Weekly
Apartment
115
42,324
22
Male
null
Divorced
3
Master's
Employed
39.543266
Suburban
Comprehensive
2
17
823
9
2019-12-28 15:21:39.155231
Good
No
Monthly
House
3,107
42,325
43
Female
20,676
Divorced
0
High School
null
13.267786
Suburban
Basic
1
5
null
1
2021-02-22 15:21:39.237118
Poor
No
Weekly
House
736
42,326
null
Male
3,195
Divorced
3
Master's
Self-Employed
24.160936
Rural
Comprehensive
1
9
434
9
2023-08-19 15:21:39.271453
Good
Yes
Monthly
Apartment
934
42,327
41
Female
24,682
Single
3
Master's
Employed
10.739349
Rural
Comprehensive
null
3
514
9
2023-09-17 15:21:39.134960
Poor
Yes
Monthly
House
2,374
42,328
28
Female
5,510
Divorced
2
Bachelor's
Unemployed
18.88682
Rural
Premium
1
6
614
8
2023-08-23 15:21:39.096739
Good
No
Rarely
Apartment
506
42,329
19
Female
18,705
Divorced
0
Bachelor's
null
null
Urban
Comprehensive
1
3
null
6
2021-02-02 15:21:39.134960
Poor
No
Monthly
Condo
542
42,330
18
Male
46,056
Married
3
PhD
Self-Employed
22.039606
Suburban
Comprehensive
0
6
571
3
2023-05-19 15:21:39.150730
Good
No
Rarely
House
1,410
42,331
63
Male
56,682
Divorced
3
High School
null
9.41733
Suburban
Basic
2
10
837
9
2021-04-09 15:21:39.274993
Average
No
Weekly
House
3,569
42,332
36
Female
111,238
Divorced
0
Master's
null
35.945256
Suburban
Comprehensive
2
17
657
9
2022-03-20 15:21:39.133866
Good
No
Rarely
Condo
370
42,333
51
Male
27,861
Married
3
Master's
null
17.639052
Urban
Comprehensive
1
11
842
6
2022-10-22 15:21:39.172097
Poor
No
Rarely
Apartment
537
42,334
36
Male
15,774
Single
0
Master's
Unemployed
44.844705
Rural
Premium
1
7
718
5
2020-02-01 15:21:39.282785
Average
No
Daily
Condo
736
42,335
47
Female
25,962
Divorced
3
High School
Self-Employed
29.084654
Suburban
Basic
0
14
null
6
2022-10-05 15:21:39.221386
Average
No
Daily
Apartment
1,029
42,336
32
Male
1,077
Divorced
0
Master's
Unemployed
34.594976
Urban
Premium
2
1
840
6
2022-04-26 15:21:39.244069
Poor
Yes
Monthly
Condo
985
42,337
63
Female
17
Married
4
Bachelor's
Employed
40.564731
Urban
Premium
null
4
831
9
2020-03-01 15:21:39.184157
Good
Yes
Weekly
Apartment
51
42,338
32
Female
6,902
Single
2
Bachelor's
Unemployed
26.743245
Suburban
Premium
0
3
826
3
2024-04-21 15:21:39.197445
Poor
No
Rarely
Condo
2,213
42,339
24
Female
85,921
Single
4
PhD
Unemployed
43.602801
Suburban
Basic
null
17
573
7
2024-05-30 15:21:39.248098
Good
Yes
Weekly
House
397
42,340
44
Female
null
Divorced
0
PhD
null
45.022341
Rural
Premium
0
18
695
1
2024-04-09 15:21:39.237118
null
Yes
Daily
House
2,578
42,341
43
Female
27,950
Single
2
High School
Unemployed
27.140983
Suburban
Premium
1
12
728
3
2022-06-10 15:21:39.194829
Poor
No
Weekly
Apartment
1,442
42,342
27
Male
18,259
Married
4
High School
null
9.950171
Rural
Premium
0
8
695
1
2019-09-26 15:21:39.169102
Average
Yes
Monthly
Condo
925
42,343
35
Female
912
Divorced
1
Bachelor's
Self-Employed
13.085376
Urban
Basic
2
19
372
3
2021-05-01 15:21:39.245086
Average
No
Rarely
House
925
42,344
33
Female
63,864
Single
3
PhD
null
23.05495
Urban
Premium
2
10
394
9
2023-06-09 15:21:39.216387
Poor
No
Daily
House
795
42,345
25
Male
17,054
Single
4
Bachelor's
null
null
Suburban
Premium
1
0
488
4
2024-04-23 15:21:39.123711
Average
No
Weekly
Condo
1,439
42,346
61
Male
18,096
Married
4
Bachelor's
Employed
20.83942
Suburban
Comprehensive
1
8
766
7
2023-07-05 15:21:39.194829
Good
No
Weekly
House
2,418
42,347
21
Male
26,043
Married
4
High School
Employed
13.59019
Suburban
Basic
2
11
402
3
2023-05-27 15:21:39.144722
Poor
No
Rarely
House
851
42,348
37
Male
13,937
Divorced
null
High School
Employed
40.824105
Urban
Basic
null
6
626
2
2024-03-08 15:21:39.151732
Poor
Yes
Weekly
Apartment
963
42,349
59
Male
24,885
Divorced
1
Bachelor's
Self-Employed
12.006929
Rural
Premium
3
15
403
6
2024-03-02 15:21:39.094752
Average
No
Daily
Apartment
1,841
42,350
43
Male
7,058
Divorced
2
Bachelor's
Employed
5.005948
Urban
Comprehensive
3
17
502
1
2021-05-23 15:21:39.092127
Average
Yes
Monthly
House
1,518
42,351
23
Female
3,298
Divorced
2
Master's
Employed
50.576736
Suburban
Premium
null
7
786
5
2023-05-22 15:21:39.134960
Poor
Yes
Rarely
Condo
1,230
42,352
32
Male
14,897
Divorced
2
Bachelor's
null
17.939139
Suburban
Premium
null
11
826
2
2020-08-16 15:21:39.214388
Average
No
Monthly
Apartment
1,570
42,353
29
Female
27,257
Single
0
Bachelor's
Employed
34.05669
Urban
Basic
0
2
503
3
2022-07-18 15:21:39.168099
Poor
Yes
Monthly
House
573
42,354
39
Male
null
Married
3
Master's
Employed
21.284327
Suburban
Comprehensive
null
14
424
1
2022-03-20 15:21:39.155231
Average
No
Daily
Condo
3,341
42,355
43
Male
119,841
Single
null
PhD
Unemployed
31.890934
Rural
Basic
2
14
506
1
2022-03-23 15:21:39.261856
Average
No
Weekly
Apartment
1,630
42,356
61
Female
56,799
Single
1
Bachelor's
Self-Employed
24.451237
Rural
Premium
1
13
411
7
2021-07-02 15:21:39.208842
Average
Yes
Rarely
Condo
2,399
42,357
36
Female
72,675
Married
null
Bachelor's
Self-Employed
29.574835
Rural
Comprehensive
0
5
448
8
2021-07-02 15:21:39.266452
Average
No
Weekly
Apartment
1,336
42,358
55
Male
103,548
Single
4
Bachelor's
Self-Employed
36.019526
Urban
Comprehensive
5
10
448
3
2021-06-16 15:21:39.230483
Good
No
Rarely
Apartment
1,197
42,359
43
Female
382
Married
3
High School
null
29.569283
Suburban
Comprehensive
1
18
639
8
2021-11-08 15:21:39.237118
Good
Yes
Daily
Apartment
726
42,360
60
Male
39
Married
4
Bachelor's
null
null
Rural
Basic
null
16
738
7
2024-05-27 15:21:39.134960
Good
Yes
Rarely
House
48
42,361
51
Male
27,383
Single
null
High School
Self-Employed
7.180791
Rural
Premium
1
7
634
3
2022-04-09 15:21:39.155231
Good
Yes
Rarely
Condo
459
42,362
37
Male
36,795
Married
3
High School
Employed
43.771185
Urban
Basic
1
16
636
6
2021-11-08 15:21:39.189223
Average
No
Daily
House
680
42,363
63
Female
16,981
Divorced
3
Bachelor's
null
12.373021
Urban
Basic
0
2
738
1
2022-01-25 15:21:39.168099
Good
Yes
Weekly
Condo
1,876
42,364
49
Male
16,414
Married
2
Bachelor's
Employed
22.955402
Suburban
Basic
1
5
411
1
2022-05-02 15:21:39.114118
Good
Yes
Daily
Apartment
522
42,365
23
Male
43,766
Single
1
PhD
Self-Employed
27.895967
Urban
Premium
1
19
null
2
2023-06-12 15:21:39.122134
Average
Yes
Monthly
Condo
831
42,366
56
Male
24,983
Divorced
2
High School
Unemployed
34.087049
Rural
Basic
null
4
679
7
2020-04-07 15:21:39.237118
Poor
Yes
Monthly
House
721
42,367
48
Male
57,582
Married
null
Master's
Employed
51.616812
Rural
Basic
0
12
658
3
2020-05-07 15:21:39.107553
Good
Yes
Rarely
Condo
814
42,368
47
Male
103,698
Single
0
Bachelor's
null
7.539886
Suburban
Comprehensive
3
15
497
8
2024-05-04 15:21:39.171102
Good
No
Weekly
Apartment
819
42,369
60
Female
3,086
Divorced
4
PhD
null
14.887744
Suburban
Premium
0
3
350
1
2023-09-26 15:21:39.204790
Average
No
Monthly
Apartment
588
42,370
62
Female
52,813
Divorced
2
Master's
null
18.726692
Rural
Basic
0
17
609
4
2022-09-26 15:21:39.092127
Average
No
Weekly
Apartment
78
42,371
48
Male
10,190
Divorced
1
Bachelor's
Unemployed
null
Suburban
Premium
0
0
612
8
2024-01-10 15:21:39.164044
Poor
No
Rarely
House
568
42,372
63
Female
34,025
Divorced
4
Bachelor's
null
37.724497
Suburban
Comprehensive
1
4
663
6
2022-05-08 15:21:39.166062
Average
Yes
Rarely
Condo
705
42,373
51
Male
536
Married
null
High School
Unemployed
25.73976
Suburban
Comprehensive
2
14
831
8
2021-05-13 15:21:39.237118
Poor
Yes
Rarely
Apartment
776
42,374
31
Male
8,641
Married
3
Master's
null
32.844208
Urban
Basic
null
11
581
8
2020-04-25 15:21:39.230483
Poor
Yes
Monthly
House
1,533
42,375
29
Male
48,927
Single
1
Master's
Employed
16.98834
Urban
Premium
null
13
691
8
2019-11-28 15:21:39.134960
Average
Yes
Monthly
Condo
1,887
42,376
46
Male
5,588
Divorced
0
High School
null
3.947904
Urban
Basic
null
8
646
8
2021-09-07 15:21:39.290098
Good
Yes
Rarely
Condo
2,355
42,377
51
Female
32,011
Divorced
1
PhD
Self-Employed
42.632609
Urban
Premium
2
18
484
9
2020-06-28 15:21:39.206847
Good
Yes
Weekly
Apartment
3,151
42,378
24
Female
11,911
Divorced
4
High School
Employed
16.959148
Suburban
Premium
1
16
446
4
2021-03-30 15:21:39.134960
Good
Yes
Daily
Condo
753
42,379
64
Male
715
Divorced
3
High School
Employed
42.715449
Suburban
Comprehensive
2
15
null
8
2022-03-12 15:21:39.237118
Good
No
Weekly
Condo
908
42,380
24
Male
64,928
Divorced
3
High School
Unemployed
17.847321
Urban
Basic
1
14
615
9
2020-03-09 15:21:39.281787
null
Yes
Monthly
Apartment
189
42,381
47
Female
947
Divorced
null
Master's
Self-Employed
9.725545
Rural
Comprehensive
0
17
785
2
2024-01-20 15:21:39.178918
null
Yes
Daily
House
881
42,382
20
Female
44,723
Divorced
0
PhD
null
27.687959
Suburban
Premium
1
8
310
7
2024-05-10 15:21:39.237118
Good
No
Daily
House
667
42,383
49
Male
11,923
Single
2
High School
null
22.826651
Urban
Basic
1
6
837
2
2021-04-03 15:21:39.134960
Good
No
Weekly
Condo
441
42,384
47
Female
35,329
Single
3
Bachelor's
Self-Employed
20.81183
Rural
Comprehensive
0
4
482
5
2021-04-03 15:21:39.134960
Good
Yes
Weekly
Apartment
822
42,385
30
Female
16,549
null
null
PhD
null
13.176622
Suburban
Premium
0
10
379
2
2024-02-29 15:21:39.208842
Good
Yes
Rarely
House
828
42,386
47
Female
38,689
Divorced
3
PhD
Unemployed
10.592335
Rural
Basic
1
14
661
4
2020-02-18 15:21:39.143708
Poor
No
Monthly
Apartment
25
42,387
57
Male
1,328
Single
0
Master's
Unemployed
6.917564
Rural
Basic
2
13
672
4
2023-08-16 15:21:39.134960
Good
Yes
Weekly
Apartment
772
42,388
34
Male
39,732
Divorced
3
Master's
Self-Employed
21.076535
Rural
Basic
1
7
569
1
2020-07-13 15:21:39.155231
Poor
Yes
Daily
House
1,336
42,389
29
Male
null
Single
4
Master's
Self-Employed
45.824792
Rural
Comprehensive
0
15
488
5
2021-01-17 15:21:39.155231
Average
No
Daily
House
33
42,390
30
Male
3,955
Married
4
PhD
null
43.844284
Suburban
Premium
1
15
498
4
2024-05-29 15:21:39.129190
null
Yes
Weekly
Condo
221
42,391
44
Female
29,087
Divorced
2
Master's
Self-Employed
3.15495
Rural
Premium
null
8
null
1
2024-07-18 15:21:39.129190
Poor
No
Rarely
Apartment
537
42,392
30
Female
15,681
Divorced
4
High School
Self-Employed
17.997755
Suburban
Comprehensive
null
1
658
3
2020-01-29 15:21:39.098696
Average
Yes
Weekly
House
105
42,393
54
Female
14,991
Single
0
Bachelor's
Employed
36.894169
Urban
Premium
0
0
511
9
2023-04-20 15:21:39.209847
Good
Yes
Rarely
Apartment
954
42,394
50
Male
45,966
Married
3
PhD
Employed
51.652913
Rural
Basic
1
5
548
6
2020-03-26 15:21:39.134960
Poor
Yes
Rarely
Apartment
661
42,395
55
Female
143,831
Single
4
Master's
Employed
null
Urban
Comprehensive
2
7
528
8
2023-12-21 15:21:39.276901
Good
Yes
Weekly
Apartment
473
42,396
54
Male
34,449
Divorced
4
High School
null
23.859107
Suburban
Premium
1
5
810
5
2020-11-30 15:21:39.111551
Average
No
Daily
Apartment
1,838
42,397
64
Female
141,231
Married
1
Bachelor's
Employed
38.223577
Suburban
Premium
6
9
741
9
2023-12-21 15:21:39.098696
Good
Yes
Monthly
House
48
42,398
47
Female
5,575
Married
0
High School
null
31.518434
Suburban
Comprehensive
null
5
567
7
2022-05-26 15:21:39.082499
Average
No
Weekly
Apartment
567
42,399
27
Male
4,701
Single
3
High School
null
null
Urban
Basic
1
13
694
7
2023-05-23 15:21:39.188220
Good
No
Daily
Condo
1,524