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
55,400
60
Male
14,894
Married
4
PhD
null
37.890298
Suburban
Basic
1
11
595
8
2020-10-17 15:21:39.252145
Poor
No
Rarely
House
964
55,401
31
Male
18,795
Single
null
Bachelor's
Employed
28.871124
Urban
Basic
null
19
620
8
2021-05-23 15:21:39.155231
Poor
No
Monthly
Apartment
981
55,402
40
Female
19,486
Divorced
4
Master's
null
32.6413
Rural
Basic
null
1
null
8
2024-02-18 15:21:39.237118
Good
No
Weekly
House
667
55,403
32
Female
12,370
Married
0
High School
Employed
39.076021
Urban
Comprehensive
0
3
573
3
2023-11-17 15:21:39.155231
Average
Yes
Weekly
Apartment
504
55,404
25
Female
12,441
Single
3
Master's
Self-Employed
11.698837
Rural
Comprehensive
2
10
681
5
2021-10-09 15:21:39.134960
Good
Yes
Rarely
Condo
1,263
55,405
64
Male
12,981
Single
0
PhD
Employed
29.369958
Urban
Basic
null
11
569
6
2020-07-28 15:21:39.134960
Average
Yes
Rarely
House
581
55,406
21
Male
37,272
Divorced
4
Bachelor's
Self-Employed
38.650137
Urban
Comprehensive
null
18
410
7
2023-05-31 15:21:39.274993
Good
Yes
Rarely
House
710
55,407
50
Male
26,681
Divorced
4
PhD
Employed
12.123939
Urban
Premium
null
14
384
9
2021-09-17 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,209
55,408
56
Female
957
Married
null
PhD
null
20.749501
Urban
Basic
null
14
451
8
2023-08-30 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,336
55,409
43
Male
29,053
Single
4
PhD
Self-Employed
27.694594
Rural
Comprehensive
null
11
null
7
2020-12-27 15:21:39.128286
Good
Yes
Daily
House
616
55,410
59
Male
21,418
Divorced
0
PhD
null
20.994049
Urban
Premium
0
7
372
3
2022-12-10 15:21:39.121169
Good
Yes
Daily
Apartment
679
55,411
56
Female
30,533
null
0
Bachelor's
Employed
24.282534
Rural
Comprehensive
0
18
498
6
2020-12-17 15:21:39.126661
Average
No
Weekly
Apartment
960
55,412
38
Male
null
Divorced
0
High School
Unemployed
29.812409
Rural
Comprehensive
0
11
699
3
2024-03-28 15:21:39.134960
Poor
Yes
Weekly
Apartment
377
55,413
41
Male
1,344
Divorced
2
High School
Employed
14.170167
Suburban
Comprehensive
2
3
704
9
2023-11-24 15:21:39.247098
Average
No
Weekly
House
605
55,414
35
Male
26,761
Single
0
High School
Unemployed
10.539654
Rural
Basic
null
10
391
3
2021-08-20 15:21:39.182597
Poor
No
Rarely
Apartment
1,580
55,415
18
Female
898
Single
3
Master's
Unemployed
36.162519
Urban
Comprehensive
null
12
704
1
2022-05-17 15:21:39.252145
Good
Yes
Monthly
Condo
2,126
55,416
37
Female
143,324
Single
1
Master's
Employed
50.89229
Rural
Basic
null
10
561
8
2024-03-27 15:21:39.282785
null
Yes
Monthly
Apartment
592
55,417
59
Male
7,981
Divorced
null
Master's
Self-Employed
38.934607
Urban
Premium
0
1
544
4
2021-01-13 15:21:39.134960
Average
Yes
Monthly
Apartment
24
55,418
52
Female
121,294
Single
4
Master's
null
18.8029
Urban
Premium
0
19
310
6
2023-05-07 15:21:39.225916
Good
Yes
Rarely
House
1,784
55,419
53
Female
27,657
Divorced
1
Bachelor's
Unemployed
31.127735
Rural
Premium
3
4
null
4
2023-11-28 15:21:39.132191
Poor
No
Weekly
Condo
1,074
55,420
19
Male
2,778
Divorced
0
Master's
Self-Employed
28.392956
Suburban
Premium
null
11
776
7
2019-11-09 15:21:39.167099
Average
No
Monthly
House
2,128
55,421
35
Male
16,056
Single
2
High School
Unemployed
35.944324
Rural
Comprehensive
1
5
471
6
2022-12-24 15:21:39.249100
Average
Yes
Monthly
House
1,083
55,422
32
Female
11,264
Single
2
Bachelor's
Unemployed
35.798721
Rural
Comprehensive
0
2
757
4
2021-03-01 15:21:39.204790
Average
No
Monthly
Apartment
1,136
55,423
55
Male
13,982
Divorced
2
High School
Self-Employed
33.099104
Urban
Basic
null
18
null
6
2019-09-05 15:21:39.155231
Good
Yes
Weekly
House
1,823
55,424
46
Male
2,799
Divorced
0
High School
Self-Employed
36.753599
Suburban
Premium
2
6
754
9
2020-05-08 15:21:39.166062
Good
Yes
Weekly
Condo
25
55,425
47
Female
3,277
Single
1
PhD
Employed
31.520961
Rural
Premium
1
6
667
9
2020-03-05 15:21:39.228521
Good
No
Monthly
Apartment
3,180
55,426
61
Male
32,798
Divorced
null
Master's
null
34.09033
Rural
Comprehensive
1
11
364
7
2022-08-02 15:21:39.283783
Average
Yes
Daily
Condo
1,421
55,427
36
Female
16,751
Single
3
Bachelor's
Employed
7.489926
Urban
Basic
null
4
534
2
2024-04-19 15:21:39.237118
Good
Yes
Rarely
House
839
55,428
55
Male
3,879
Single
3
Master's
Unemployed
48.823351
Suburban
Comprehensive
2
6
572
1
2023-01-21 15:21:39.111551
Poor
Yes
Monthly
House
533
55,429
46
Male
null
Single
2
PhD
Unemployed
36.92706
Rural
Premium
2
17
507
7
2022-12-22 15:21:39.230483
null
Yes
Daily
Apartment
657
55,430
63
Female
6,856
Married
2
PhD
Employed
22.858913
Rural
Basic
null
15
null
5
2023-10-05 15:21:39.134960
Poor
Yes
Daily
House
1,334
55,431
60
Female
55,806
Single
0
PhD
null
30.834132
Rural
Premium
null
15
355
2
2024-07-24 15:21:39.181605
Good
Yes
Rarely
House
1,055
55,432
50
Male
72,320
Divorced
0
Master's
Employed
null
Suburban
Basic
1
2
434
6
2024-06-10 15:21:39.223901
Poor
Yes
Daily
House
1,635
55,433
18
Female
24,293
Divorced
4
PhD
null
27.73724
Rural
Basic
null
0
616
8
2023-08-24 15:21:39.093681
Good
Yes
Daily
Apartment
1,518
55,434
26
Male
678
Single
3
High School
null
42.542251
Rural
Premium
0
11
795
8
2020-04-16 15:21:39.221386
Good
No
Daily
House
2,555
55,435
null
Female
62,470
Married
1
Bachelor's
Unemployed
24.848986
Rural
Premium
0
16
373
1
2021-10-04 15:21:39.226954
Average
No
Monthly
House
1,568
55,436
61
Male
20,361
Divorced
2
High School
Self-Employed
17.82737
Rural
Premium
2
12
589
4
2021-07-19 15:21:39.120168
Average
No
Monthly
Condo
1,758
55,437
44
Male
38,683
Divorced
0
Bachelor's
Employed
40.266425
Urban
Basic
null
11
752
8
2024-05-28 15:21:39.126661
Good
Yes
Monthly
House
1,307
55,438
22
Female
29,474
Married
1
High School
null
19.008728
Suburban
Premium
1
2
508
7
2022-06-21 15:21:39.155231
Poor
Yes
Rarely
Apartment
2,415
55,439
47
Female
40,984
Single
2
Master's
Self-Employed
9.085201
Suburban
Comprehensive
null
0
557
4
2024-06-19 15:21:39.085129
Poor
No
Weekly
Apartment
1,708
55,440
49
Female
23,258
Divorced
0
Bachelor's
null
35.2498
Urban
Comprehensive
null
1
683
6
2021-07-11 15:21:39.155231
Average
No
Daily
Apartment
479
55,441
25
Male
46,850
Divorced
0
Master's
null
34.822233
Rural
Premium
null
7
301
7
2020-08-10 15:21:39.223901
Poor
Yes
Weekly
House
45
55,442
21
Male
20,300
Married
null
Master's
Self-Employed
12.569113
Urban
Comprehensive
0
17
828
3
2022-10-16 15:21:39.185215
Poor
Yes
Daily
Condo
643
55,443
51
Female
17,579
Married
0
High School
null
34.45253
Suburban
Premium
1
3
511
4
2021-11-21 15:21:39.181605
Poor
No
Rarely
House
1,453
55,444
48
Male
17,310
Divorced
1
Master's
Unemployed
31.93532
Rural
Basic
2
17
516
2
2022-03-06 15:21:39.208842
Good
No
Daily
Apartment
605
55,445
41
Female
2,670
Single
1
PhD
null
46.552523
Suburban
Comprehensive
0
3
683
6
2019-08-22 15:21:39.120168
Poor
Yes
Daily
Apartment
1,764
55,446
55
Male
44,284
Divorced
0
PhD
Self-Employed
9.893339
Rural
Comprehensive
null
12
829
7
2020-08-14 15:21:39.289099
Average
Yes
Rarely
House
1,421
55,447
39
Male
12,074
Divorced
4
Master's
null
4.615617
Urban
Basic
null
15
668
7
2022-10-15 15:21:39.224915
Good
Yes
Daily
Condo
1,236
55,448
35
Male
10,791
Married
4
High School
Employed
20.792502
Suburban
Comprehensive
null
19
647
8
2022-09-17 15:21:39.080440
Good
No
Daily
Apartment
477
55,449
49
Male
19,503
Single
2
Bachelor's
Self-Employed
5.779947
Rural
Comprehensive
1
19
455
3
2019-12-09 15:21:39.087123
null
No
Monthly
Condo
859
55,450
45
Female
3,815
Married
0
Master's
Self-Employed
9.374291
Urban
Basic
2
9
667
9
2024-07-16 15:21:39.102694
null
No
Monthly
Apartment
612
55,451
29
Male
45,421
Divorced
2
Bachelor's
null
39.501918
Urban
Basic
0
10
482
5
2022-01-22 15:21:39.132191
Good
Yes
Weekly
Apartment
884
55,452
49
Male
33,600
Divorced
1
Bachelor's
null
16.946108
Rural
Comprehensive
null
10
625
5
2021-01-28 15:21:39.185215
Good
Yes
Monthly
Apartment
528
55,453
34
Female
43,498
Divorced
3
Master's
null
null
Suburban
Premium
null
6
762
6
2023-11-01 15:21:39.170099
Average
Yes
Rarely
Apartment
518
55,454
19
Male
7,660
Single
3
Bachelor's
Employed
10.796683
Suburban
Premium
0
14
447
4
2021-11-05 15:21:39.100695
Average
No
Daily
Condo
1,327
55,455
53
Male
17,131
Single
1
Master's
Employed
10.886621
Rural
Premium
1
11
350
6
2020-01-06 15:21:39.098696
Poor
No
Monthly
Condo
2,094
55,456
39
Male
5,820
Single
3
High School
Unemployed
28.17305
Rural
Premium
null
3
804
4
2024-01-02 15:21:39.223901
Poor
Yes
Monthly
Condo
1,839
55,457
23
Female
28,561
Divorced
1
PhD
Self-Employed
21.964456
Rural
Premium
0
19
586
9
2021-06-28 15:21:39.194829
Poor
Yes
Weekly
Condo
556
55,458
57
Male
null
Divorced
4
High School
null
33.827754
Urban
Premium
1
3
846
7
2024-07-07 15:21:39.115178
Average
No
Daily
House
336
55,459
43
Male
18,463
Married
3
Master's
Self-Employed
37.783423
Suburban
Comprehensive
null
15
null
7
2022-04-03 15:21:39.144722
Poor
No
Daily
Apartment
642
55,460
33
Male
12,991
Married
1
Bachelor's
Employed
16.936379
Urban
Premium
1
8
748
7
2024-06-13 15:21:39.237118
Average
No
Weekly
House
755
55,461
37
Male
29,074
Single
0
PhD
Employed
8.82251
Rural
Comprehensive
1
15
734
4
2020-01-24 15:21:39.098696
Poor
No
Monthly
Apartment
461
55,462
38
Male
2,790
Married
3
Bachelor's
null
31.008927
Urban
Comprehensive
0
10
307
4
2019-10-19 15:21:39.089116
Average
Yes
Monthly
House
2,694
55,463
34
Female
13,449
Married
4
PhD
null
27.927378
Suburban
Premium
null
7
780
9
2022-05-03 15:21:39.129190
Good
Yes
Monthly
House
278
55,464
21
Female
543
Single
2
High School
Employed
13.556696
Rural
Basic
1
19
423
7
2021-08-01 15:21:39.171102
Good
Yes
Weekly
Condo
571
55,465
63
Female
18,048
Married
2
High School
Employed
21.616439
Urban
Basic
0
3
null
1
2021-08-20 15:21:39.155231
Average
No
Daily
Condo
393
55,466
22
Female
43,747
Divorced
4
High School
Self-Employed
11.908989
Urban
Basic
null
0
718
6
2024-04-03 15:21:39.201446
Good
Yes
Rarely
House
709
55,467
27
Female
40,688
Divorced
1
Bachelor's
Self-Employed
38.65496
Suburban
Premium
1
19
513
9
2024-06-10 15:21:39.197445
Poor
Yes
Rarely
Condo
1,643
55,468
46
Female
6,445
Married
0
PhD
Employed
11.093635
Urban
Comprehensive
0
16
690
8
2020-04-05 15:21:39.147735
Poor
Yes
Monthly
Apartment
1,553
55,469
31
Male
17,177
Married
2
Master's
null
14.944795
Urban
Comprehensive
0
4
592
2
2021-12-18 15:21:39.175719
Poor
No
Monthly
Condo
596
55,470
63
Male
2,728
null
2
Master's
Employed
16.178975
Suburban
Comprehensive
null
14
803
2
2023-02-13 15:21:39.155231
Good
No
Rarely
House
733
55,471
28
Female
1,695
Divorced
4
Master's
null
16.955607
Urban
Comprehensive
0
9
363
5
2021-09-10 15:21:39.121169
Average
Yes
Daily
Apartment
616
55,472
62
Female
68,189
Divorced
null
Master's
Unemployed
30.717532
Rural
Premium
null
4
813
4
2024-08-15 15:21:39.134960
Average
No
Monthly
Condo
340
55,473
64
Female
44,762
Divorced
3
High School
Self-Employed
5.098457
Urban
Comprehensive
null
9
779
3
2023-04-25 15:21:39.121169
null
No
Monthly
House
1,089
55,474
33
Female
70,901
Single
0
Bachelor's
Self-Employed
47.248848
Suburban
Premium
null
6
397
9
2021-01-04 15:21:39.225916
Average
Yes
Rarely
Apartment
711
55,475
63
Male
36,368
Divorced
1
PhD
Self-Employed
23.279027
Urban
Comprehensive
null
3
546
3
2022-12-23 15:21:39.155231
Good
Yes
Weekly
Condo
603
55,476
37
Male
62,421
Single
1
High School
Self-Employed
9.859487
Rural
Premium
1
15
487
2
2024-01-13 15:21:39.231531
Poor
No
Rarely
Apartment
371
55,477
39
Male
24,249
Married
0
Master's
Employed
6.476835
Urban
Comprehensive
1
14
707
3
2023-03-20 15:21:39.155231
Good
No
Weekly
Apartment
627
55,478
41
Male
17,891
Single
4
Bachelor's
Employed
17.837772
Rural
Premium
1
19
null
6
2020-07-25 15:21:39.283783
Average
Yes
Monthly
Apartment
539
55,479
57
Male
11,943
Married
1
PhD
Self-Employed
39.314817
Suburban
Basic
0
9
815
7
2021-12-19 15:21:39.237118
Average
Yes
Monthly
Apartment
639
55,480
28
Female
5,094
Single
1
Bachelor's
null
19.6291
Urban
Comprehensive
null
9
763
8
2021-06-25 15:21:39.172097
Average
Yes
Daily
House
1,741
55,481
43
Female
56,556
Single
2
Master's
null
6.643639
Rural
Premium
null
13
344
4
2021-05-12 15:21:39.223390
Average
Yes
Weekly
House
899
55,482
37
Male
18,671
Divorced
2
PhD
Self-Employed
35.92267
Suburban
Premium
3
7
434
1
2022-06-24 15:21:39.167099
Poor
No
Weekly
Apartment
722
55,483
null
Male
88,044
Divorced
null
PhD
null
39.99807
Rural
Comprehensive
0
15
496
4
2020-09-14 15:21:39.154008
Average
No
Rarely
Condo
27
55,484
27
Male
944
Divorced
null
Master's
null
17.52707
Suburban
Premium
0
0
614
5
2019-12-26 15:21:39.134960
null
Yes
Daily
Condo
874
55,485
42
Female
21,942
Divorced
1
Bachelor's
Unemployed
36.567386
Suburban
Basic
1
16
832
3
2022-06-07 15:21:39.098696
Poor
No
Daily
Condo
2,445
55,486
39
Male
5,935
Divorced
3
Master's
null
5.261203
Suburban
Premium
null
5
324
4
2020-08-21 15:21:39.252145
Average
No
Daily
House
2,767
55,487
29
Male
5,929
Married
2
Bachelor's
Self-Employed
40.496036
Rural
Premium
null
5
811
7
2019-12-26 15:21:39.211806
Average
Yes
Weekly
Apartment
1,598
55,488
64
Female
140,102
Single
4
Master's
Employed
46.416846
Suburban
Basic
2
2
422
5
2021-04-19 15:21:39.281787
Good
Yes
Weekly
Condo
474
55,489
64
Male
45,434
Married
1
Master's
Self-Employed
14.86729
Urban
Comprehensive
1
19
772
9
2020-07-07 15:21:39.287115
null
No
Rarely
House
757
55,490
43
Female
10,080
Divorced
4
Master's
Unemployed
15.807939
Suburban
Basic
2
0
491
9
2024-07-15 15:21:39.245086
null
Yes
Monthly
House
3,074
55,491
54
Male
15,962
Single
null
High School
Employed
38.848398
Rural
Premium
0
2
null
5
2020-07-22 15:21:39.177724
Average
No
Weekly
Condo
876
55,492
58
Male
27,513
Divorced
1
Bachelor's
null
30.959421
Suburban
Basic
null
9
434
9
2022-02-19 15:21:39.080440
Average
Yes
Weekly
House
908
55,493
59
Male
35,357
Single
1
PhD
Self-Employed
41.094003
Urban
Basic
1
16
417
3
2020-01-08 15:21:39.086123
Good
No
Monthly
Condo
1,390
55,494
62
Male
36,250
Single
1
PhD
Employed
22.843752
Suburban
Basic
2
4
748
4
2020-03-11 15:21:39.247098
null
No
Daily
House
1,449
55,495
21
Female
37,180
Single
null
Bachelor's
Employed
13.38314
Suburban
Comprehensive
4
7
331
9
2024-07-25 15:21:39.216387
Poor
No
Weekly
Condo
2,854
55,496
23
Female
39,741
Married
4
Master's
Unemployed
17.966906
Suburban
Premium
null
8
779
1
2022-02-26 15:21:39.246098
Good
Yes
Rarely
House
1,171
55,497
21
Male
733
Divorced
4
Bachelor's
Employed
21.764472
Rural
Comprehensive
1
17
438
5
2023-09-30 15:21:39.155231
Average
Yes
Daily
House
738
55,498
64
Female
43,712
Married
3
Master's
null
30.835257
Suburban
Premium
null
14
621
5
2023-03-13 15:21:39.155231
Poor
Yes
Weekly
Condo
627
55,499
47
Male
49,970
Married
3
Bachelor's
Unemployed
32.624289
Urban
Premium
0
8
312
4
2020-10-27 15:21:39.274993
Poor
No
Daily
Condo
405