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
43,400
56
Male
20,861
Divorced
4
PhD
Unemployed
19.994028
Suburban
Basic
2
4
null
1
2022-01-31 15:21:39.122134
Average
Yes
Monthly
Condo
2,362
43,401
43
Male
29,095
Married
0
Master's
Unemployed
9.827366
Suburban
Premium
2
15
590
1
2023-08-01 15:21:39.237118
Good
No
Daily
Condo
893
43,402
27
Female
68,680
Married
4
High School
Unemployed
37.353675
Suburban
Basic
5
16
793
2
2023-03-26 15:21:39.250151
Good
Yes
Rarely
Apartment
2,106
43,403
57
Female
36,322
Divorced
3
PhD
Unemployed
23.092274
Urban
Basic
1
5
441
5
2021-09-16 15:21:39.087123
Poor
No
Daily
House
1,043
43,404
24
Male
5,545
Divorced
1
Master's
Employed
19.02053
Suburban
Premium
null
17
731
8
2020-08-27 15:21:39.118178
Poor
Yes
Daily
Apartment
1,355
43,405
25
Male
43,747
Single
2
PhD
null
null
Suburban
Comprehensive
2
17
537
6
2023-12-05 15:21:39.094752
Poor
Yes
Daily
Apartment
1,327
43,406
63
Male
37,781
Single
3
PhD
null
32.886328
Rural
Comprehensive
0
2
716
4
2022-12-07 15:21:39.205850
null
No
Weekly
House
1,718
43,407
26
Female
13,280
Single
3
Bachelor's
null
28.753513
Suburban
Basic
null
12
644
6
2020-02-29 15:21:39.134960
Average
No
Weekly
House
915
43,408
47
Male
43,890
Single
3
PhD
Self-Employed
16.36708
Rural
Basic
null
8
513
8
2023-04-28 15:21:39.176717
Good
No
Weekly
House
714
43,409
33
Female
72,591
Single
0
Bachelor's
Employed
28.275504
Suburban
Premium
0
14
null
8
2024-06-02 15:21:39.222387
null
Yes
Daily
Condo
2,113
43,410
62
Female
8,894
Single
2
Bachelor's
Employed
19.091318
Suburban
Premium
2
11
670
4
2022-06-20 15:21:39.080440
Good
No
Monthly
Condo
987
43,411
50
Female
27,881
Divorced
3
Master's
Employed
6.955166
Urban
Comprehensive
null
2
null
6
2023-02-22 15:21:39.134960
Good
Yes
Rarely
Apartment
1,745
43,412
29
Male
4,616
Divorced
4
Master's
Unemployed
20.845161
Rural
Basic
0
5
309
6
2021-12-29 15:21:39.088124
Average
Yes
Monthly
Condo
612
43,413
null
Male
10,157
Divorced
2
Bachelor's
Unemployed
16.264881
Rural
Basic
0
9
513
7
2019-09-16 15:21:39.172097
Poor
Yes
Daily
Condo
1,656
43,414
20
Male
97,598
Married
1
Bachelor's
Unemployed
24.829844
Urban
Basic
1
1
456
8
2022-08-11 15:21:39.260856
Poor
Yes
Weekly
House
477
43,415
18
Female
636
Married
0
Bachelor's
null
20.927481
Suburban
Basic
null
10
497
3
2019-08-26 15:21:39.288099
Average
Yes
Rarely
House
1,716
43,416
63
Female
null
null
1
Master's
null
4.664539
Suburban
Basic
null
6
448
7
2023-06-28 15:21:39.247098
Average
Yes
Rarely
House
1,523
43,417
26
Female
34,991
Divorced
0
High School
Unemployed
42.534509
Suburban
Premium
1
2
656
9
2020-11-20 15:21:39.085129
Average
No
Daily
Condo
761
43,418
null
Female
739
Single
4
Master's
Employed
8.943702
Rural
Comprehensive
0
6
571
3
2022-12-08 15:21:39.122134
Poor
Yes
Weekly
Apartment
2,366
43,419
52
Male
28,035
Single
null
PhD
null
26.724609
Urban
Premium
null
19
354
9
2024-02-17 15:21:39.237118
Poor
No
Monthly
Condo
1,631
43,420
35
Female
110,651
Divorced
4
Bachelor's
null
35.93871
Suburban
Basic
0
3
334
4
2021-03-09 15:21:39.192212
Poor
No
Monthly
Condo
2,659
43,421
61
Male
5,093
Divorced
3
PhD
Employed
12.48808
Urban
Premium
0
12
667
2
2023-10-05 15:21:39.226954
Good
Yes
Weekly
Condo
602
43,422
39
Female
43,425
Divorced
2
PhD
null
40.784723
Suburban
Comprehensive
null
0
696
1
2020-11-30 15:21:39.086123
Good
No
Monthly
Apartment
834
43,423
18
Female
3,577
Married
0
Master's
Self-Employed
12.955563
Suburban
Comprehensive
0
9
467
1
2022-11-14 15:21:39.204790
Average
Yes
Daily
Condo
2,698
43,424
51
Male
22,260
Single
0
Master's
Self-Employed
13.976004
Urban
Premium
0
0
null
3
2022-10-03 15:21:39.134960
Average
No
Weekly
Apartment
175
43,425
55
Male
null
Single
1
High School
Unemployed
27.09949
Suburban
Comprehensive
null
17
407
5
2022-05-10 15:21:39.209847
Good
No
Rarely
House
1,094
43,426
null
Male
48,821
Married
0
Master's
Employed
6.081131
Urban
Premium
null
13
613
2
2022-10-14 15:21:39.088124
Average
No
Monthly
Apartment
195
43,427
50
Male
9,084
Single
3
PhD
Unemployed
15.947677
Suburban
Premium
null
14
685
1
2022-09-05 15:21:39.134960
Average
No
Weekly
House
534
43,428
38
Female
71,168
Married
1
Bachelor's
Unemployed
null
Rural
Premium
0
11
731
7
2023-05-22 15:21:39.134960
Good
Yes
Monthly
Condo
2,122
43,429
61
Male
16,015
Divorced
null
Bachelor's
null
28.272801
Rural
Comprehensive
1
16
313
5
2024-02-02 15:21:39.155231
Good
Yes
Monthly
Condo
1,762
43,430
34
Female
29,672
Single
null
Bachelor's
Unemployed
29.914094
Urban
Comprehensive
0
3
589
4
2024-05-03 15:21:39.111551
Good
Yes
Daily
Apartment
561
43,431
60
Female
38,962
Divorced
1
Bachelor's
Unemployed
18.494576
Rural
Basic
2
7
706
7
2019-12-07 15:21:39.237118
Average
No
Rarely
Apartment
3,259
43,432
47
Female
31,006
Divorced
2
Bachelor's
null
38.240627
Urban
Premium
2
17
541
5
2024-01-12 15:21:39.155231
Poor
Yes
Daily
Condo
466
43,433
60
Female
84,873
null
2
PhD
null
null
Urban
Premium
0
6
null
2
2020-05-09 15:21:39.267454
Average
No
Monthly
House
2,470
43,434
34
Female
53,962
Divorced
3
Bachelor's
Unemployed
25.817385
Suburban
Basic
0
5
573
1
2020-08-15 15:21:39.181605
Poor
No
Weekly
Apartment
128
43,435
61
Male
110,976
Divorced
2
Bachelor's
Employed
25.777089
Urban
Premium
null
10
367
2
2020-08-11 15:21:39.248098
Average
No
Daily
House
2,319
43,436
64
Female
714
Divorced
1
PhD
null
13.69674
Suburban
Basic
2
5
540
8
2020-11-28 15:21:39.186212
Poor
No
Rarely
Apartment
1,270
43,437
55
Male
115,499
Married
null
PhD
Unemployed
28.165966
Rural
Basic
3
4
728
1
2020-06-13 15:21:39.133866
Poor
No
Weekly
Condo
1,838
43,438
63
Female
39,752
Single
0
Bachelor's
Self-Employed
21.664796
Urban
Comprehensive
null
10
481
3
2022-05-28 15:21:39.155231
Poor
Yes
Weekly
Apartment
2,689
43,439
29
Female
5,527
Married
1
Bachelor's
Self-Employed
31.073061
Rural
Basic
null
2
358
7
2019-10-31 15:21:39.222387
Poor
Yes
Rarely
House
3,114
43,440
51
Male
5,875
Single
0
Master's
Self-Employed
25.882837
Suburban
Basic
1
13
null
7
2021-07-17 15:21:39.182597
Poor
No
Monthly
Apartment
485
43,441
42
Male
30,854
Divorced
4
High School
Unemployed
29.707877
Rural
Premium
0
5
812
9
2023-06-19 15:21:39.134960
Average
No
Rarely
Condo
801
43,442
19
Male
null
Divorced
3
PhD
null
31.992722
Rural
Premium
0
11
null
4
2022-03-11 15:21:39.273973
Poor
No
Monthly
Condo
226
43,443
29
Female
27,991
Single
4
Master's
Self-Employed
29.823836
Suburban
Comprehensive
0
10
619
9
2023-08-01 15:21:39.090124
Poor
No
Daily
Apartment
712
43,444
20
Male
40,211
Single
0
Master's
Self-Employed
25.27595
Suburban
Premium
null
2
620
5
2021-09-17 15:21:39.233485
Poor
Yes
Monthly
Condo
1,802
43,445
61
Female
13,983
Divorced
4
Bachelor's
null
34.819245
Suburban
Basic
1
2
602
5
2024-02-28 15:21:39.102694
Average
Yes
Monthly
House
952
43,446
20
Female
5,568
Married
1
PhD
Employed
7.237767
Suburban
Basic
1
8
null
1
2024-01-05 15:21:39.193945
Average
No
Rarely
Condo
731
43,447
53
Female
14,455
Single
4
High School
Self-Employed
15.995937
Rural
Basic
0
19
451
2
2022-02-17 15:21:39.155231
Average
Yes
Monthly
Apartment
1,696
43,448
24
Female
23,981
Single
3
High School
null
14.849013
Suburban
Premium
0
4
693
6
2020-11-18 15:21:39.126661
Good
Yes
Rarely
Apartment
1,342
43,449
54
Female
34,103
Married
null
Bachelor's
null
18.129344
Suburban
Premium
1
16
549
5
2023-12-30 15:21:39.225916
Good
No
Weekly
Condo
2,219
43,450
23
Male
18,103
Divorced
4
Master's
Unemployed
10.879176
Suburban
Comprehensive
null
18
812
1
2020-12-18 15:21:39.186212
Poor
Yes
Monthly
House
870
43,451
40
Male
66,783
Single
0
PhD
null
46.824554
Rural
Basic
2
1
null
5
2022-02-08 15:21:39.134960
null
Yes
Monthly
Apartment
897
43,452
63
Female
11,473
Single
0
Master's
null
37.016522
Suburban
Comprehensive
null
19
485
1
2022-04-07 15:21:39.182597
Average
Yes
Rarely
Condo
1,922
43,453
55
Female
53,657
Divorced
2
PhD
Unemployed
15.09539
Urban
Premium
2
1
691
6
2019-09-16 15:21:39.223901
Poor
No
Daily
Apartment
2,768
43,454
43
Male
83,399
Married
2
High School
Unemployed
8.483389
Urban
Premium
1
7
403
2
2023-12-19 15:21:39.272456
Average
Yes
Weekly
Condo
652
43,455
64
Male
59,093
Married
0
Master's
Employed
18.958884
Suburban
Comprehensive
0
7
685
5
2023-01-22 15:21:39.085129
Good
No
Rarely
Apartment
244
43,456
20
Male
888
null
2
Master's
Unemployed
17.597801
Urban
Premium
null
0
518
7
2022-12-30 15:21:39.175719
Average
Yes
Rarely
House
563
43,457
30
Female
1,475
Single
0
PhD
Employed
16.084831
Rural
Comprehensive
null
13
596
3
2024-07-16 15:21:39.155231
Good
Yes
Daily
Condo
431
43,458
19
Female
40,874
Married
null
High School
Self-Employed
24.264722
Urban
Basic
1
6
789
4
2020-06-26 15:21:39.237118
Average
No
Monthly
Apartment
1,163
43,459
19
Male
1,788
Single
2
PhD
Unemployed
27.611802
Urban
Premium
0
15
328
9
2022-04-17 15:21:39.117183
Good
Yes
Daily
House
412
43,460
46
Female
3,997
Divorced
4
Master's
Employed
17.816963
Urban
Basic
1
12
480
8
2023-11-28 15:21:39.237118
Poor
No
Daily
Condo
201
43,461
61
Male
null
Single
1
PhD
Self-Employed
51.902351
Rural
Basic
null
19
573
3
2023-07-16 15:21:39.177724
Average
Yes
Rarely
Condo
2,177
43,462
58
Male
6,972
Single
3
Bachelor's
null
19.176038
Suburban
Premium
1
14
682
7
2023-05-06 15:21:39.119168
Good
No
Rarely
Condo
2,316
43,463
21
Female
7,452
Single
4
Bachelor's
Employed
30.185512
Rural
Comprehensive
0
13
511
7
2020-05-21 15:21:39.225916
Average
No
Monthly
House
381
43,464
49
Male
81,783
Divorced
2
High School
null
26.719249
Rural
Premium
0
19
403
2
2023-12-03 15:21:39.134960
Good
Yes
Monthly
Condo
471
43,465
40
Male
45,301
Married
3
High School
null
49.564205
Urban
Basic
2
9
710
7
2023-09-10 15:21:39.147735
Poor
No
Daily
Apartment
755
43,466
47
Male
44,916
Single
3
Bachelor's
Employed
27.906376
Urban
Premium
1
2
393
9
2022-03-12 15:21:39.134960
Poor
No
Daily
Condo
1,509
43,467
23
Male
30,984
Divorced
0
PhD
Unemployed
30.079315
Urban
Premium
1
4
null
8
2023-06-07 15:21:39.092127
Poor
No
Monthly
Apartment
1,449
43,468
61
Female
143,831
Divorced
3
Master's
Unemployed
11.795821
Suburban
Premium
1
13
461
5
2023-10-14 15:21:39.109552
Average
No
Rarely
Apartment
2,056
43,469
53
Female
10,863
Married
3
Bachelor's
null
25.914074
Rural
Comprehensive
0
19
575
4
2021-09-28 15:21:39.237118
Average
Yes
Rarely
House
1,098
43,470
null
Female
5,732
Divorced
1
PhD
Unemployed
8.555471
Rural
Comprehensive
2
0
637
4
2023-02-01 15:21:39.232526
Good
No
Rarely
Apartment
110
43,471
43
Male
381
Married
4
High School
Self-Employed
16.491311
Urban
Comprehensive
0
13
576
1
2023-08-17 15:21:39.129190
Average
No
Rarely
Apartment
3,365
43,472
59
Male
26,953
Single
3
PhD
Unemployed
11.654075
Urban
Basic
1
7
690
1
2022-11-09 15:21:39.110557
Good
Yes
Rarely
Apartment
381
43,473
63
Female
23,902
Divorced
1
High School
Unemployed
14.922756
Suburban
Comprehensive
null
5
null
1
2022-01-05 15:21:39.235012
Average
No
Daily
Condo
181
43,474
34
Male
46,320
Divorced
2
Bachelor's
Self-Employed
29.688548
Suburban
Basic
1
19
null
1
2022-09-14 15:21:39.155231
Average
Yes
Weekly
House
1,236
43,475
18
Female
5,904
Married
0
Bachelor's
Unemployed
38.826355
Rural
Basic
0
14
538
8
2024-03-07 15:21:39.237118
Good
No
Daily
Apartment
757
43,476
47
Male
33,198
Divorced
3
High School
null
35.857858
Urban
Comprehensive
0
12
569
9
2023-09-30 15:21:39.098696
Average
Yes
Daily
House
421
43,477
62
Female
9,643
Single
4
PhD
null
44.17715
Urban
Comprehensive
null
1
479
8
2021-10-07 15:21:39.173834
Good
No
Monthly
House
257
43,478
32
Male
62,696
Single
4
High School
Employed
19.726192
Rural
Basic
null
15
449
8
2024-01-02 15:21:39.147735
Good
Yes
Rarely
House
2,220
43,479
21
Male
73,251
Divorced
0
High School
Unemployed
7.099564
Suburban
Comprehensive
2
5
677
2
2019-09-26 15:21:39.254678
Average
No
Daily
House
2,362
43,480
44
Female
725
Divorced
3
Master's
Employed
13.566006
Urban
Basic
null
15
305
1
2019-08-30 15:21:39.114118
Average
No
Weekly
Condo
393
43,481
27
Male
96,982
Married
null
High School
Unemployed
36.73393
Rural
Premium
null
15
438
4
2020-05-26 15:21:39.222387
Poor
Yes
Weekly
Apartment
4,770
43,482
53
Male
28,170
Married
2
PhD
Unemployed
23.865904
Suburban
Comprehensive
null
8
615
6
2022-11-04 15:21:39.225916
Average
Yes
Monthly
House
1,723
43,483
36
Male
453
Single
null
Bachelor's
Unemployed
17.764263
Suburban
Basic
3
13
602
1
2024-04-13 15:21:39.230483
Poor
No
Rarely
Condo
846
43,484
48
Male
50,276
Single
3
Master's
Unemployed
16.927376
Rural
Premium
0
17
304
3
2020-12-01 15:21:39.281787
Good
Yes
Monthly
Apartment
3,088
43,485
62
Male
17
Married
4
High School
Unemployed
48.336867
Rural
Comprehensive
null
4
515
2
2021-01-13 15:21:39.193945
Poor
No
Weekly
House
1,128
43,486
35
Male
10,081
Divorced
3
Master's
Unemployed
null
Rural
Basic
null
14
727
4
2021-05-04 15:21:39.134960
Average
No
Monthly
Condo
742
43,487
22
Female
749
Divorced
3
High School
null
30.90791
Suburban
Basic
0
1
346
4
2020-11-29 15:21:39.096739
Average
Yes
Weekly
Apartment
161
43,488
45
Male
60,965
Divorced
3
Master's
Employed
50.485937
Urban
Comprehensive
null
9
446
2
2022-03-17 15:21:39.173834
Average
Yes
Rarely
Condo
1,188
43,489
null
Female
43,004
Divorced
3
PhD
Self-Employed
15.96711
Rural
Premium
0
12
574
6
2020-09-02 15:21:39.272456
Average
No
Rarely
Apartment
1,059
43,490
27
Male
15,284
null
0
High School
Unemployed
38.390691
Urban
Premium
1
19
831
2
2023-02-25 15:21:39.249100
Average
Yes
Monthly
House
1,503
43,491
42
Female
15,459
Single
null
PhD
Self-Employed
30.938182
Urban
Premium
3
0
402
1
2022-02-17 15:21:39.260856
Good
No
Daily
House
647
43,492
34
Male
33,927
Single
4
Bachelor's
null
33.967224
Urban
Basic
0
13
365
9
2023-02-20 15:21:39.132191
Average
No
Daily
Apartment
871
43,493
21
Female
24,152
Married
2
Master's
null
24.420528
Suburban
Premium
2
15
438
2
2022-12-21 15:21:39.134960
Average
No
Daily
House
1,698
43,494
26
Male
null
Divorced
1
Bachelor's
Self-Employed
31.965815
Urban
Basic
1
0
353
8
2021-07-24 15:21:39.258696
Average
Yes
Monthly
Apartment
907
43,495
50
Male
97,717
Divorced
4
PhD
null
37.732173
Rural
Basic
1
19
338
3
2022-02-03 15:21:39.276901
Poor
No
Rarely
Apartment
1,546
43,496
64
Female
2,558
Single
0
Bachelor's
Unemployed
null
Rural
Comprehensive
0
17
635
3
2023-07-07 15:21:39.194829
Poor
No
Daily
House
892
43,497
23
Male
25,776
Single
2
High School
Employed
8.013335
Suburban
Premium
1
4
309
8
2023-10-27 15:21:39.172097
Poor
No
Daily
House
595
43,498
63
Male
43,435
Married
3
Master's
null
24.305871
Suburban
Basic
null
19
716
6
2024-06-01 15:21:39.205850
Poor
No
Daily
House
1,690
43,499
53
Male
111,058
null
1
PhD
Self-Employed
18.777699
Urban
Comprehensive
null
6
644
1
2019-09-30 15:21:39.211806
Good
No
Weekly
House
1,414