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
16,400
59
Male
39,010
Single
4
PhD
Unemployed
32.769657
Urban
Comprehensive
null
14
546
8
2023-12-06 15:21:39.134960
Good
Yes
Monthly
Condo
2,597
16,401
24
Male
43,828
Divorced
4
PhD
null
51.685638
Suburban
Basic
null
16
816
7
2022-10-06 15:21:39.173834
Good
Yes
Monthly
Condo
1,179
16,402
49
Female
2,198
Married
2
PhD
null
7.941957
Urban
Comprehensive
0
14
803
7
2021-07-20 15:21:39.271453
Average
No
Monthly
Apartment
382
16,403
38
Female
34,198
Single
4
Master's
Unemployed
30.948863
Rural
Comprehensive
null
10
447
6
2024-05-08 15:21:39.283783
Average
Yes
Rarely
House
2,577
16,404
43
Male
79,074
Divorced
null
High School
Employed
28.202398
Rural
Premium
2
4
830
5
2022-09-28 15:21:39.263607
null
No
Daily
Condo
1,105
16,405
18
Female
46,748
Married
0
PhD
null
14.60897
Urban
Premium
1
8
302
3
2022-09-02 15:21:39.194829
Good
Yes
Weekly
Apartment
27
16,406
36
Female
2,978
Divorced
null
PhD
null
15.737173
Rural
Comprehensive
1
17
null
6
2022-12-22 15:21:39.280784
Average
No
Rarely
Condo
2,096
16,407
60
Female
5,938
Divorced
0
PhD
null
7.639302
Urban
Comprehensive
null
10
613
3
2023-08-25 15:21:39.256696
null
Yes
Daily
House
150
16,408
60
Male
19,067
Single
null
Bachelor's
Employed
50.667775
Urban
Comprehensive
null
0
567
8
2023-04-30 15:21:39.152732
Average
No
Daily
Condo
1,000
16,409
34
Male
48,929
Married
0
High School
Unemployed
30.948449
Urban
Comprehensive
null
0
null
3
2023-11-25 15:21:39.246098
Poor
Yes
Monthly
Condo
191
16,410
24
Male
2,796
Divorced
0
Master's
null
23.859609
Rural
Basic
2
18
678
5
2021-06-17 15:21:39.285112
Average
No
Weekly
Condo
1,725
16,411
63
Female
75,793
Divorced
0
Bachelor's
null
26.723877
Urban
Comprehensive
2
11
487
5
2023-09-15 15:21:39.252145
null
No
Weekly
House
934
16,412
63
Female
null
Married
3
High School
null
37.651473
Urban
Premium
1
10
378
2
2023-11-19 15:21:39.134960
Good
Yes
Monthly
Condo
154
16,413
23
Male
75,906
Single
4
Master's
Unemployed
21.412815
Suburban
Comprehensive
null
16
349
1
2021-05-20 15:21:39.264504
Average
No
Rarely
Apartment
1,221
16,414
43
Female
90,112
Divorced
3
High School
Employed
15.608943
Rural
Comprehensive
1
7
408
7
2021-08-16 15:21:39.167099
Poor
No
Daily
Condo
394
16,415
60
Male
14,094
Divorced
1
High School
null
18.964953
Urban
Comprehensive
null
2
null
5
2022-07-16 15:21:39.246098
Average
No
Weekly
Condo
1,205
16,416
37
Female
10,045
Single
3
Bachelor's
Self-Employed
17.792538
Urban
Comprehensive
1
13
652
2
2021-05-25 15:21:39.187211
Average
Yes
Daily
Condo
1,104
16,417
41
Female
35,682
Divorced
4
High School
Unemployed
12.714876
Rural
Basic
null
13
515
7
2023-10-06 15:21:39.237118
null
Yes
Monthly
House
582
16,418
18
Male
null
Single
1
Bachelor's
Unemployed
33.443699
Rural
Basic
1
14
376
1
2020-05-10 15:21:39.221386
Average
No
Rarely
Condo
1,204
16,419
54
Female
6,939
Divorced
4
High School
Unemployed
31.396484
Urban
Basic
null
11
552
3
2023-02-26 15:21:39.289099
Average
No
Rarely
Apartment
1,732
16,420
60
Male
53,359
Married
2
Master's
Self-Employed
31.820836
Suburban
Comprehensive
1
16
422
7
2023-05-13 15:21:39.145732
Good
No
Rarely
Apartment
740
16,421
61
Female
45,675
Married
1
Master's
Self-Employed
44.845758
Urban
Premium
null
6
567
1
2022-07-07 15:21:39.134960
Average
Yes
Rarely
House
556
16,422
59
Male
72,341
Single
1
High School
Employed
14.275837
Suburban
Premium
0
2
410
2
2022-09-20 15:21:39.134960
Good
No
Weekly
Apartment
4,917
16,423
64
Male
55,636
Single
4
Bachelor's
null
27.24228
Suburban
Basic
1
8
474
3
2024-08-10 15:21:39.187211
Good
Yes
Rarely
House
49
16,424
40
Female
25,145
Single
4
High School
Self-Employed
26.964359
Suburban
Comprehensive
null
1
329
2
2023-12-27 15:21:39.134960
Average
No
Monthly
Apartment
946
16,425
58
Male
7,881
Married
2
Master's
Unemployed
51.249532
Rural
Basic
3
6
null
1
2021-02-09 15:21:39.237118
Good
No
Weekly
Condo
519
16,426
51
Male
43,795
Single
2
PhD
null
18.183923
Rural
Premium
1
12
616
1
2024-01-24 15:21:39.256696
Poor
Yes
Daily
House
735
16,427
53
Female
62,690
Single
4
High School
Self-Employed
25.389631
Urban
Premium
null
1
376
6
2023-02-17 15:21:39.237118
Average
Yes
Weekly
Condo
518
16,428
27
Female
21,253
Divorced
2
PhD
Unemployed
30.846135
Rural
Basic
null
14
658
2
2021-06-20 15:21:39.265513
Good
No
Monthly
House
930
16,429
42
Female
null
Single
4
PhD
null
21.443665
Suburban
Basic
null
8
470
6
2023-04-30 15:21:39.254678
Poor
Yes
Monthly
House
48
16,430
23
Male
57,812
Divorced
4
Master's
Employed
24.959175
Urban
Basic
1
6
447
8
2022-11-17 15:21:39.126661
Good
No
Weekly
House
1,273
16,431
23
Male
43,938
Divorced
1
Bachelor's
null
10.996465
Urban
Basic
2
18
308
5
2024-01-21 15:21:39.134960
Average
No
Rarely
House
28
16,432
45
Male
8,861
null
3
Bachelor's
Unemployed
21.126867
Rural
Basic
1
14
579
8
2024-02-08 15:21:39.278180
Average
No
Monthly
Apartment
4,128
16,433
21
Female
9,894
Divorced
0
Bachelor's
Self-Employed
14.084702
Suburban
Basic
3
14
773
2
2023-02-27 15:21:39.155231
Average
No
Monthly
House
712
16,434
46
Female
9,072
Single
2
High School
Employed
11.908607
Suburban
Premium
null
6
null
9
2022-08-14 15:21:39.155231
Poor
Yes
Daily
House
662
16,435
40
Female
76,670
Married
1
Master's
null
34.256471
Suburban
Basic
null
16
382
2
2019-12-26 15:21:39.134960
null
Yes
Rarely
Apartment
507
16,436
53
Male
24,663
Single
null
High School
Unemployed
20.641389
Urban
Basic
null
1
727
1
2022-12-23 15:21:39.187211
Average
No
Daily
Condo
463
16,437
26
Female
6,851
Married
0
Master's
null
21.724521
Rural
Comprehensive
4
15
480
8
2019-09-14 15:21:39.093681
null
Yes
Weekly
Apartment
1,591
16,438
25
Male
21,556
Divorced
null
High School
Employed
18.872176
Rural
Basic
null
13
810
3
2021-03-21 15:21:39.133866
Poor
No
Weekly
Condo
1,347
16,439
25
Male
16,094
Divorced
0
Bachelor's
Self-Employed
45.00362
Suburban
Basic
null
8
null
7
2024-05-12 15:21:39.134960
Average
No
Monthly
Apartment
2,932
16,440
18
Male
11,160
Married
2
Bachelor's
Unemployed
19.919381
Urban
Basic
1
19
null
2
2022-11-30 15:21:39.155231
Poor
Yes
Weekly
Apartment
214
16,441
62
Male
17,642
Married
null
Master's
Unemployed
20.592828
Urban
Comprehensive
2
18
707
1
2019-09-22 15:21:39.122134
Poor
Yes
Rarely
Condo
651
16,442
53
Male
74,977
Married
2
Bachelor's
null
8.780546
Suburban
Premium
null
13
468
1
2020-07-02 15:21:39.193945
Average
Yes
Weekly
Condo
1,885
16,443
36
Female
23,325
Single
1
Master's
null
9.637208
Urban
Comprehensive
2
8
null
5
2021-02-12 15:21:39.173834
Average
No
Weekly
Apartment
840
16,444
58
Female
522
Single
3
Master's
null
27.35667
Urban
Comprehensive
1
7
831
5
2022-06-03 15:21:39.133866
Poor
No
Daily
Condo
27
16,445
45
Female
72,907
Married
2
PhD
null
32.674016
Suburban
Basic
1
7
788
6
2022-03-29 15:21:39.276388
Average
No
Rarely
Apartment
50
16,446
56
Male
9,147
Married
2
Master's
Employed
18.823204
Suburban
Comprehensive
0
3
430
5
2021-04-29 15:21:39.243823
Average
Yes
Weekly
House
1,543
16,447
62
Male
108,465
Divorced
2
PhD
null
5.624772
Rural
Premium
1
10
466
1
2021-11-01 15:21:39.237118
Poor
Yes
Weekly
Condo
3,167
16,448
46
Female
94,078
Divorced
4
Master's
Self-Employed
19.293786
Suburban
Basic
null
10
430
5
2023-09-27 15:21:39.166062
Good
No
Weekly
Condo
1,002
16,449
43
Female
96,700
Single
1
Master's
Employed
16.473898
Urban
Premium
3
11
null
6
2021-03-07 15:21:39.130190
null
Yes
Monthly
Condo
1,150
16,450
59
Female
29,329
Married
3
High School
Self-Employed
10.74437
Rural
Premium
null
0
661
1
2021-08-19 15:21:39.219432
Poor
No
Monthly
Apartment
293
16,451
55
Female
56,895
Single
1
High School
Employed
null
Suburban
Comprehensive
2
9
469
5
2022-06-26 15:21:39.237118
Average
Yes
Monthly
Apartment
614
16,452
50
Female
16,078
Single
0
Master's
Employed
29.027317
Rural
Comprehensive
1
3
535
1
2022-05-15 15:21:39.155231
Good
No
Monthly
House
539
16,453
38
Female
11,970
Single
0
Bachelor's
Self-Employed
18.014046
Urban
Basic
0
15
719
6
2019-10-06 15:21:39.146733
Average
No
Rarely
Condo
529
16,454
36
Female
31,641
Married
4
PhD
Employed
21.71114
Urban
Basic
1
17
389
4
2024-04-24 15:21:39.252145
Average
Yes
Monthly
Condo
951
16,455
46
Male
5,907
Married
0
Bachelor's
Self-Employed
43.442728
Suburban
Comprehensive
1
5
720
3
2023-07-04 15:21:39.183598
Average
No
Daily
Apartment
617
16,456
25
Male
16,053
Married
2
Master's
Unemployed
29.879225
Rural
Basic
1
0
704
3
2021-03-28 15:21:39.206847
Good
No
Rarely
Apartment
243
16,457
63
Male
null
Divorced
4
Bachelor's
Unemployed
22.857963
Rural
Comprehensive
null
17
463
4
2020-11-18 15:21:39.146733
Average
Yes
Weekly
House
27
16,458
21
Female
3,908
Single
2
Master's
Unemployed
22.056287
Urban
Basic
null
9
509
3
2022-06-19 15:21:39.167099
Good
Yes
Monthly
Apartment
2,597
16,459
22
Male
1,238
Divorced
0
PhD
Self-Employed
39.735591
Urban
Comprehensive
2
19
408
4
2020-07-13 15:21:39.155231
Good
No
Daily
Apartment
582
16,460
32
Female
5,541
Single
1
Bachelor's
null
34.812673
Urban
Basic
1
15
null
9
2022-04-28 15:21:39.207847
Poor
Yes
Daily
House
1,210
16,461
18
Male
14,079
Married
2
PhD
Employed
16.934896
Suburban
Premium
0
13
null
5
2023-01-15 15:21:39.261856
Poor
Yes
Monthly
House
229
16,462
31
Male
16,076
Divorced
4
Master's
Employed
47.469027
Suburban
Comprehensive
1
12
613
7
2023-06-13 15:21:39.155231
Good
No
Rarely
House
878
16,463
55
Female
6,898
Married
1
High School
Unemployed
40.099943
Rural
Premium
1
14
609
4
2020-10-20 15:21:39.154008
Good
Yes
Rarely
Apartment
874
16,464
43
Female
16,331
Married
3
PhD
null
26.295873
Urban
Basic
null
13
746
6
2020-05-31 15:21:39.204790
Poor
Yes
Rarely
Apartment
891
16,465
54
Female
3,721
Single
2
Bachelor's
Self-Employed
18.388886
Rural
Comprehensive
0
1
447
8
2024-07-24 15:21:39.198406
Good
No
Weekly
Apartment
493
16,466
43
Female
67,572
Single
null
High School
Unemployed
26.084601
Urban
Comprehensive
4
13
447
9
2020-01-08 15:21:39.154008
Average
No
Daily
Condo
506
16,467
50
Female
113,337
Divorced
3
PhD
null
6.908158
Urban
Comprehensive
1
2
403
2
2021-12-08 15:21:39.237118
Good
Yes
Rarely
Apartment
1,471
16,468
31
Female
17,897
Divorced
1
Bachelor's
null
28.713469
Suburban
Premium
1
7
718
8
2020-11-02 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,232
16,469
28
Female
4,997
Single
2
Bachelor's
Unemployed
37.274528
Rural
Premium
null
1
362
6
2023-06-18 15:21:39.175719
Average
Yes
Weekly
House
1,526
16,470
62
Male
17,086
Divorced
1
Master's
Self-Employed
17.817453
Rural
Premium
1
2
null
6
2021-10-29 15:21:39.155231
Good
Yes
Daily
Apartment
38
16,471
38
Male
5,837
Divorced
4
PhD
Unemployed
31.271133
Urban
Comprehensive
1
12
428
3
2023-04-18 15:21:39.244069
Good
No
Rarely
House
752
16,472
46
Female
null
null
2
PhD
Self-Employed
20.854251
Suburban
Comprehensive
1
13
397
8
2019-09-01 15:21:39.149731
Good
No
Weekly
Apartment
557
16,473
25
Male
6,538
Married
3
Master's
Self-Employed
10.780945
Urban
Premium
2
17
581
5
2021-03-11 15:21:39.221386
Poor
Yes
Daily
Condo
488
16,474
22
Male
24,595
Divorced
1
Bachelor's
null
47.830906
Urban
Comprehensive
3
19
694
1
2024-06-02 15:21:39.134960
Good
Yes
Daily
Apartment
1,121
16,475
62
Female
25,602
Divorced
2
Bachelor's
Employed
10.065708
Urban
Premium
2
5
727
7
2022-09-14 15:21:39.288099
Poor
Yes
Monthly
Apartment
228
16,476
41
Female
123,640
Single
null
PhD
null
20.824625
Suburban
Premium
1
15
712
5
2021-12-15 15:21:39.134960
Poor
No
Rarely
Condo
164
16,477
48
Female
26,142
Single
null
Bachelor's
null
31.446465
Urban
Premium
2
8
709
2
2020-05-08 15:21:39.270454
Good
No
Weekly
House
548
16,478
21
Female
58,664
Married
null
High School
Employed
14.086223
Rural
Comprehensive
2
17
null
9
2023-05-24 15:21:39.106582
Good
No
Rarely
Apartment
115
16,479
51
Male
15,258
Single
3
PhD
null
38.00832
Rural
Comprehensive
null
2
517
6
2024-03-10 15:21:39.192212
Poor
No
Weekly
Condo
49
16,480
46
Male
17,983
Single
0
PhD
null
21.266613
Rural
Comprehensive
1
15
530
4
2024-01-26 15:21:39.106582
Good
No
Weekly
House
2,295
16,481
25
Male
27,659
Divorced
0
Bachelor's
null
11.067952
Suburban
Basic
0
10
750
3
2024-02-26 15:21:39.251142
Average
No
Weekly
House
310
16,482
36
Female
11,584
Divorced
3
Master's
null
42.343475
Suburban
Basic
null
9
625
6
2023-01-09 15:21:39.208842
Good
No
Monthly
Condo
2,330
16,483
54
Female
49,352
Divorced
0
Master's
Self-Employed
9.742428
Suburban
Comprehensive
1
7
401
7
2022-04-04 15:21:39.177724
Good
Yes
Rarely
Apartment
1,335
16,484
36
Female
5,943
Divorced
2
Master's
null
26.495579
Rural
Basic
null
16
725
6
2021-04-29 15:21:39.237118
null
No
Monthly
House
1,826
16,485
52
Female
7,071
Married
0
High School
Employed
28.053913
Urban
Comprehensive
0
11
802
4
2020-08-06 15:21:39.237118
Good
Yes
Monthly
Condo
554
16,486
44
Female
2,907
null
1
Master's
Self-Employed
19.07827
Urban
Premium
2
4
557
3
2021-09-01 15:21:39.287115
Poor
Yes
Daily
House
362
16,487
57
Female
21,169
null
3
High School
Unemployed
35.056309
Suburban
Comprehensive
4
3
569
9
2022-10-29 15:21:39.194829
Average
Yes
Monthly
Condo
1,002
16,488
41
Male
93,612
Divorced
2
Master's
Employed
null
Rural
Basic
0
14
651
1
2021-07-30 15:21:39.175719
Average
No
Weekly
House
150
16,489
63
Male
44,964
Divorced
4
Master's
Employed
50.148915
Urban
Basic
2
15
null
4
2021-01-15 15:21:39.202448
Poor
Yes
Weekly
House
727
16,490
18
Female
2,876
Divorced
2
PhD
Unemployed
3.769441
Urban
Premium
null
11
440
6
2022-12-30 15:21:39.230483
null
No
Weekly
Condo
1,930
16,491
41
Female
14,862
Divorced
2
PhD
null
19.984947
Rural
Basic
2
10
727
9
2024-04-27 15:21:39.082499
Good
No
Daily
Condo
1,138
16,492
46
Male
64,918
Married
1
Bachelor's
Unemployed
33.011276
Suburban
Basic
1
15
447
8
2021-12-13 15:21:39.096739
Average
No
Monthly
Apartment
1,139
16,493
26
Male
33,966
Married
1
Bachelor's
Employed
35.744856
Suburban
Basic
1
19
733
3
2019-08-24 15:21:39.117183
Average
No
Monthly
Apartment
364
16,494
62
Male
19,761
Divorced
4
High School
Self-Employed
26.954849
Rural
Premium
1
4
709
3
2021-11-20 15:21:39.233998
Poor
Yes
Rarely
Apartment
1,976
16,495
22
Female
140,819
Married
4
Master's
Unemployed
36.550009
Suburban
Comprehensive
3
0
617
8
2019-08-28 15:21:39.237118
Good
No
Daily
House
830
16,496
64
Male
11,737
Divorced
0
High School
null
21.527876
Suburban
Basic
2
11
460
2
2024-02-18 15:21:39.187211
Poor
Yes
Weekly
Condo
1,012
16,497
36
Male
10,081
Married
3
High School
Self-Employed
43.687814
Rural
Basic
null
15
543
5
2022-06-26 15:21:39.155231
Good
Yes
Monthly
House
658
16,498
48
Male
17,495
Married
null
PhD
Employed
4.011301
Urban
Premium
null
7
697
2
2024-07-21 15:21:39.155231
Average
No
Rarely
Apartment
677
16,499
58
Female
29,003
Married
3
Bachelor's
null
33.48704
Suburban
Basic
null
8
617
1
2023-10-08 15:21:39.236064
Poor
Yes
Rarely
House
602