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
37,400
null
Male
63,815
Single
3
High School
Employed
18.362595
Urban
Comprehensive
1
16
753
6
2020-06-26 15:21:39.264504
Poor
Yes
Monthly
Apartment
338
37,401
22
Male
146,415
Single
4
High School
null
40.835873
Rural
Basic
null
16
815
8
2019-11-30 15:21:39.208842
Good
Yes
Weekly
Condo
2,315
37,402
50
Male
64,347
Divorced
null
Master's
Self-Employed
7.898029
Suburban
Comprehensive
2
15
825
3
2019-10-31 15:21:39.091080
Average
No
Weekly
Apartment
1,881
37,403
53
Female
18,063
Single
0
Bachelor's
Self-Employed
36.560745
Rural
Basic
null
17
619
5
2021-04-30 15:21:39.170099
Average
Yes
Monthly
Condo
801
37,404
52
Female
63,170
Single
3
High School
Unemployed
22.898748
Urban
Comprehensive
null
16
739
5
2021-04-24 15:21:39.118178
Poor
No
Weekly
Condo
79
37,405
52
Male
23,140
null
0
Master's
Unemployed
26.788701
Rural
Premium
null
15
null
9
2021-05-30 15:21:39.194829
Poor
No
Rarely
Apartment
571
37,406
44
Male
36,140
Married
4
Master's
Unemployed
23.964755
Urban
Basic
null
10
383
7
2022-07-13 15:21:39.235012
Average
No
Monthly
Apartment
895
37,407
24
Male
10,728
Single
0
Master's
Unemployed
19.926001
Urban
Comprehensive
null
14
702
4
2022-01-15 15:21:39.199447
Good
Yes
Daily
Condo
1,323
37,408
64
Female
44,763
Single
2
Master's
Employed
31.945822
Urban
Basic
2
10
null
8
2021-06-04 15:21:39.274993
Poor
No
Monthly
Condo
710
37,409
51
Female
15,401
Single
4
Bachelor's
Self-Employed
47.933105
Suburban
Basic
1
4
482
1
2021-08-25 15:21:39.187211
null
No
Weekly
Condo
1,875
37,410
23
Male
3,908
Single
3
PhD
Unemployed
33.836399
Urban
Basic
1
14
559
2
2019-10-28 15:21:39.272456
Poor
No
Daily
House
1,022
37,411
58
Male
29,862
Divorced
1
Master's
Employed
22.354933
Urban
Comprehensive
3
2
591
8
2024-05-29 15:21:39.130190
Average
Yes
Monthly
Condo
2,548
37,412
63
Male
27,824
Divorced
3
Bachelor's
Self-Employed
26.954932
Suburban
Basic
null
6
436
3
2022-03-29 15:21:39.271453
Average
No
Rarely
House
326
37,413
48
Male
14,567
Single
null
PhD
Unemployed
33.312628
Rural
Basic
0
1
null
4
2022-06-19 15:21:39.116179
Good
Yes
Monthly
House
1,486
37,414
21
Female
39,078
Married
4
High School
Self-Employed
22.183858
Urban
Basic
3
7
null
1
2024-05-27 15:21:39.165120
Good
No
Monthly
Condo
222
37,415
20
Male
23,870
Married
null
PhD
Employed
5.71113
Suburban
Basic
1
15
806
7
2020-05-06 15:21:39.188220
Poor
No
Monthly
House
1,359
37,416
37
Female
24,881
Single
0
Bachelor's
Unemployed
21.177711
Urban
Basic
null
9
559
6
2020-12-24 15:21:39.204790
Good
No
Rarely
House
2,063
37,417
46
Female
8,801
Single
0
High School
null
21.881895
Urban
Comprehensive
1
16
638
2
2021-12-08 15:21:39.116179
Average
No
Weekly
Apartment
956
37,418
24
Male
609
Divorced
2
Master's
Self-Employed
46.099495
Urban
Basic
3
6
573
4
2023-03-15 15:21:39.278402
Poor
Yes
Daily
House
1,297
37,419
49
Male
null
Married
3
Bachelor's
null
23.516525
Urban
Basic
0
15
799
3
2021-05-13 15:21:39.146733
Poor
Yes
Rarely
House
111
37,420
30
Female
34,184
Married
4
Bachelor's
Self-Employed
15.923764
Suburban
Basic
1
16
456
2
2019-11-28 15:21:39.131192
Average
No
Monthly
House
1,264
37,421
40
Male
16,095
Divorced
3
PhD
Employed
16.906299
Urban
Premium
0
5
603
9
2024-01-02 15:21:39.126661
Poor
Yes
Monthly
House
112
37,422
24
Female
24,863
Married
null
PhD
null
36.030427
Urban
Basic
1
5
464
6
2024-01-05 15:21:39.208842
Poor
No
Daily
Apartment
1,494
37,423
55
Male
39,259
Married
1
High School
Employed
40.838444
Suburban
Basic
0
15
null
3
2022-05-04 15:21:39.170099
Poor
No
Weekly
Apartment
706
37,424
32
Male
10,971
Married
4
High School
null
26.955418
Rural
Basic
null
6
705
7
2022-09-16 15:21:39.199447
Good
Yes
Rarely
Condo
515
37,425
49
Male
44,943
Married
4
Bachelor's
Self-Employed
28.829947
Suburban
Basic
null
18
726
7
2020-05-11 15:21:39.172097
Poor
Yes
Monthly
Condo
632
37,426
45
Male
13,863
Divorced
3
High School
Employed
22.371188
Rural
Basic
1
3
740
7
2023-07-01 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,118
37,427
45
Male
2,482
Divorced
0
High School
Unemployed
15.564231
Suburban
Comprehensive
1
17
492
8
2023-11-22 15:21:39.154008
Poor
Yes
Daily
Condo
952
37,428
25
Male
20
Married
null
Bachelor's
Employed
31.802535
Suburban
Premium
1
3
null
6
2023-08-10 15:21:39.176717
Average
No
Monthly
Condo
874
37,429
34
Female
119,575
Married
3
High School
null
9.846166
Urban
Premium
null
9
427
2
2024-02-13 15:21:39.155231
Average
Yes
Rarely
Apartment
412
37,430
21
Female
35,200
Single
4
Bachelor's
Self-Employed
13.838242
Urban
Premium
2
9
467
4
2020-12-10 15:21:39.087123
Average
Yes
Daily
Apartment
29
37,431
28
Male
915
Married
2
Bachelor's
Employed
null
Rural
Comprehensive
0
7
583
9
2021-04-17 15:21:39.134960
Good
No
Monthly
House
1,256
37,432
41
Female
null
Single
1
Bachelor's
null
13.652098
Suburban
Basic
null
17
353
3
2020-05-23 15:21:39.155231
Poor
No
Rarely
House
1,526
37,433
40
Male
2,129
Single
2
Bachelor's
null
9.184531
Rural
Basic
null
8
827
6
2023-03-05 15:21:39.080440
Poor
Yes
Weekly
Apartment
252
37,434
60
Male
28,215
Single
0
PhD
Unemployed
31.788175
Suburban
Premium
0
2
454
9
2023-04-05 15:21:39.185215
Good
Yes
Weekly
Apartment
230
37,435
56
Female
26,668
Single
1
High School
Employed
15.867271
Urban
Premium
null
9
677
9
2022-03-05 15:21:39.092127
Good
Yes
Weekly
Condo
595
37,436
48
Female
23,861
Married
3
PhD
Employed
17.749696
Rural
Premium
null
12
407
5
2020-03-10 15:21:39.223901
Poor
No
Rarely
Apartment
790
37,437
29
Female
111,076
Divorced
1
High School
Self-Employed
36.896734
Rural
Premium
0
3
381
9
2020-11-15 15:21:39.134960
Good
Yes
Monthly
House
704
37,438
63
Female
2,513
Divorced
2
Bachelor's
Unemployed
20.824307
Urban
Basic
0
12
767
4
2021-03-02 15:21:39.191219
Good
Yes
Weekly
Condo
23
37,439
21
Female
34,753
Married
0
Bachelor's
Unemployed
48.175914
Suburban
Comprehensive
null
16
531
1
2022-09-30 15:21:39.254678
Good
Yes
Rarely
Apartment
799
37,440
37
Female
37,669
Married
4
PhD
null
45.96518
Rural
Premium
1
8
731
1
2023-07-16 15:21:39.228521
Poor
Yes
Rarely
House
565
37,441
57
Female
5,881
Married
2
Bachelor's
Employed
6.5891
Urban
Premium
1
6
727
9
2023-07-07 15:21:39.084065
Average
Yes
Rarely
Apartment
1,131
37,442
31
Male
63,512
Divorced
2
Bachelor's
null
17.465749
Suburban
Premium
2
2
694
7
2021-10-05 15:21:39.221386
Average
Yes
Rarely
Apartment
2,421
37,443
48
Male
18,224
Divorced
1
Master's
Self-Employed
21.946173
Rural
Comprehensive
null
8
703
6
2020-03-02 15:21:39.172097
Good
No
Monthly
Apartment
1,430
37,444
51
Female
13,395
Divorced
2
Master's
Unemployed
36.643026
Urban
Premium
null
1
531
7
2020-09-17 15:21:39.289099
null
Yes
Weekly
House
1,497
37,445
23
Female
23,192
Divorced
0
High School
null
19.893242
Urban
Comprehensive
null
8
557
5
2020-09-12 15:21:39.281787
Average
Yes
Monthly
Apartment
951
37,446
43
Female
67,862
Single
0
Master's
Self-Employed
41.353888
Suburban
Premium
3
10
393
9
2024-06-11 15:21:39.263607
Poor
Yes
Daily
House
562
37,447
57
Male
1,006
Divorced
0
High School
Self-Employed
26.637784
Rural
Premium
2
1
586
5
2021-07-22 15:21:39.134960
Poor
No
Rarely
House
942
37,448
58
Female
45,570
Married
0
Bachelor's
null
27.086246
Suburban
Comprehensive
1
5
null
7
2024-06-18 15:21:39.105504
Good
No
Daily
House
560
37,449
59
Female
37,714
Divorced
1
Bachelor's
Employed
23.581446
Urban
Basic
2
17
634
9
2021-07-04 15:21:39.124659
Poor
Yes
Daily
Condo
1,012
37,450
49
Male
4,726
Single
0
PhD
Employed
19.279733
Urban
Basic
0
9
432
5
2021-11-02 15:21:39.209847
Poor
Yes
Daily
House
122
37,451
26
Male
25,702
Single
4
PhD
Employed
48.845378
Rural
Premium
0
14
457
2
2024-03-08 15:21:39.151732
Average
No
Monthly
Condo
1,443
37,452
19
Male
93,468
Married
0
High School
Employed
50.598323
Urban
Comprehensive
0
0
431
5
2023-05-24 15:21:39.223901
Average
Yes
Monthly
House
2,438
37,453
22
Male
75,789
Divorced
null
Bachelor's
null
5.262579
Suburban
Premium
0
10
431
7
2022-02-24 15:21:39.252145
Poor
No
Monthly
Apartment
649
37,454
42
Male
125,937
Married
null
Master's
null
12.739734
Suburban
Basic
null
1
515
4
2019-09-17 15:21:39.149731
Average
Yes
Monthly
Apartment
2,196
37,455
61
Male
null
Single
0
PhD
null
13.959258
Urban
Premium
0
6
310
8
2020-08-24 15:21:39.182597
Poor
No
Monthly
House
2,605
37,456
51
Male
86,439
Divorced
2
Bachelor's
Unemployed
38.283836
Suburban
Comprehensive
1
13
734
1
2019-11-15 15:21:39.259788
Good
Yes
Daily
House
100
37,457
31
Female
26,625
Married
1
PhD
Self-Employed
40.835275
Suburban
Comprehensive
null
1
null
8
2019-12-12 15:21:39.172097
Poor
Yes
Weekly
Apartment
1,091
37,458
38
Male
5,091
Divorced
2
Bachelor's
Employed
19.472712
Rural
Basic
null
4
709
7
2023-06-21 15:21:39.122134
Poor
Yes
Daily
Condo
48
37,459
64
Female
42,143
Married
4
Master's
Unemployed
26.837362
Rural
Premium
1
14
402
2
2023-09-17 15:21:39.172097
Average
No
Monthly
Apartment
763
37,460
64
Female
12,056
Married
1
Bachelor's
Self-Employed
12.828808
Suburban
Basic
null
1
596
5
2020-12-01 15:21:39.092127
Poor
No
Monthly
Condo
462
37,461
33
Male
133,031
Married
2
High School
Employed
51.749841
Urban
Comprehensive
0
7
614
8
2023-07-27 15:21:39.109552
Good
Yes
Daily
Condo
695
37,462
36
Female
723
Single
3
High School
Employed
31.052557
Urban
Basic
2
7
432
6
2023-06-01 15:21:39.188220
Poor
No
Monthly
Apartment
1,178
37,463
52
Male
36,713
Married
4
Bachelor's
Unemployed
23.141348
Suburban
Comprehensive
1
5
714
4
2021-12-14 15:21:39.134960
Good
Yes
Monthly
Apartment
714
37,464
45
Female
15,982
Married
0
Bachelor's
Self-Employed
8.18458
Rural
Comprehensive
null
18
642
1
2023-04-13 15:21:39.147735
Average
Yes
Rarely
Condo
1,249
37,465
60
Male
143,832
Divorced
2
PhD
null
29.564203
Rural
Basic
null
11
665
7
2023-09-15 15:21:39.144722
Good
Yes
Monthly
House
153
37,466
29
Male
26,754
Divorced
3
Master's
Unemployed
31.945807
Suburban
Premium
0
7
748
3
2024-02-29 15:21:39.134960
Poor
No
Rarely
House
1,447
37,467
20
Male
811
Single
1
High School
null
27.724797
Rural
Basic
null
1
626
7
2022-01-07 15:21:39.179186
null
No
Weekly
House
1,514
37,468
25
Male
22,852
Single
2
Bachelor's
null
23.813876
Urban
Basic
1
18
743
3
2022-11-16 15:21:39.254678
Good
No
Weekly
Condo
2,142
37,469
60
Male
39,042
Married
1
PhD
null
19.007724
Rural
Basic
null
9
725
2
2023-09-18 15:21:39.134960
Poor
No
Weekly
House
589
37,470
34
Male
20,984
Married
3
Master's
null
37.1264
Urban
Basic
null
15
602
7
2020-08-23 15:21:39.132191
Average
Yes
Monthly
Apartment
586
37,471
57
Female
2,447
Single
3
Bachelor's
Unemployed
47.681959
Urban
Basic
null
9
847
1
2024-07-15 15:21:39.279729
Poor
No
Rarely
Condo
417
37,472
62
Male
15,892
Single
2
PhD
Employed
16.79465
Urban
Premium
null
0
791
9
2022-08-24 15:21:39.172097
Poor
No
Rarely
Condo
821
37,473
61
Female
10,124
Married
4
PhD
null
42.735255
Suburban
Premium
null
15
438
3
2021-04-26 15:21:39.079128
Average
Yes
Weekly
House
1,002
37,474
43
Male
60,556
Divorced
4
Bachelor's
null
6.606469
Urban
Basic
0
7
565
4
2022-08-28 15:21:39.168099
Good
Yes
Daily
House
345
37,475
33
Male
2,820
Married
2
PhD
null
31.574813
Rural
Basic
2
0
null
6
2020-12-24 15:21:39.146733
Good
Yes
Daily
House
861
37,476
36
Male
20,360
Married
0
PhD
Employed
46.75658
Urban
Comprehensive
0
11
434
6
2023-07-07 15:21:39.237118
Average
No
Rarely
Condo
659
37,477
51
Male
6,965
Married
4
High School
Self-Employed
35.979822
Suburban
Comprehensive
0
10
483
4
2023-12-03 15:21:39.094752
Good
No
Weekly
House
523
37,478
34
Male
130,178
Divorced
3
Master's
Unemployed
8.853116
Urban
Comprehensive
1
9
467
6
2022-11-09 15:21:39.147735
Poor
Yes
Weekly
House
1,841
37,479
55
Female
5,519
Single
1
PhD
Self-Employed
45.017744
Suburban
Basic
1
13
697
9
2022-08-31 15:21:39.134960
Poor
No
Monthly
Apartment
1,116
37,480
52
Male
6,472
Divorced
1
PhD
Employed
30.041748
Suburban
Comprehensive
null
9
318
1
2020-04-26 15:21:39.184157
Average
Yes
Rarely
Condo
852
37,481
25
Female
6,014
Single
2
High School
null
29.569162
Urban
Premium
0
8
551
4
2021-06-15 15:21:39.126661
Poor
No
Daily
Condo
387
37,482
20
Male
1,345
Divorced
3
PhD
Unemployed
null
Suburban
Basic
null
14
null
1
2019-08-18 15:21:39.258696
Average
No
Monthly
Apartment
744
37,483
42
Male
43,989
Married
4
High School
Unemployed
34.331416
Urban
Basic
1
11
582
2
2021-08-05 15:21:39.208842
Good
No
Monthly
Apartment
942
37,484
39
Female
141,388
Single
3
PhD
Employed
42.844452
Urban
Comprehensive
0
14
660
9
2024-05-13 15:21:39.120168
Average
No
Monthly
Condo
202
37,485
39
Male
2,558
Divorced
4
Master's
Self-Employed
32.59259
Rural
Comprehensive
0
2
431
1
2021-05-03 15:21:39.124659
Good
Yes
Daily
Apartment
609
37,486
64
Male
729
Divorced
0
PhD
Self-Employed
21.879203
Urban
Comprehensive
1
1
731
1
2024-06-19 15:21:39.288099
Poor
No
Monthly
Condo
23
37,487
23
Male
103,849
Married
2
Bachelor's
Unemployed
17.065889
Suburban
Basic
null
6
451
8
2023-03-13 15:21:39.129190
Poor
No
Weekly
Condo
1,112
37,488
23
Male
33,478
Single
0
High School
Unemployed
38.646783
Suburban
Comprehensive
0
18
682
2
2019-11-05 15:21:39.175719
Average
No
Monthly
Condo
1,331
37,489
60
Male
5,935
Divorced
1
Bachelor's
Self-Employed
43.490772
Urban
Basic
0
11
811
8
2022-08-10 15:21:39.172097
Average
No
Daily
Apartment
1,828
37,490
29
Female
20,489
Married
2
High School
Self-Employed
16.6739
Rural
Comprehensive
2
18
830
3
2020-10-19 15:21:39.174719
Good
No
Monthly
Apartment
2,353
37,491
59
Male
2,499
Divorced
0
High School
Employed
27.914391
Suburban
Basic
3
12
null
2
2021-07-31 15:21:39.155231
Average
Yes
Rarely
Condo
805
37,492
41
Female
23,272
Single
1
Master's
Self-Employed
28.005927
Rural
Comprehensive
1
17
null
9
2024-05-29 15:21:39.172097
Poor
No
Weekly
House
642
37,493
50
Male
62,509
Single
1
High School
Unemployed
46.681709
Suburban
Comprehensive
null
7
484
6
2022-03-19 15:21:39.092127
Poor
Yes
Rarely
House
369
37,494
46
Male
4,821
Married
3
High School
Self-Employed
42.261749
Rural
Premium
null
10
null
5
2024-03-29 15:21:39.221386
Average
No
Rarely
Apartment
35
37,495
27
Male
67,551
Single
0
High School
Unemployed
26.352822
Urban
Basic
null
15
null
5
2021-12-20 15:21:39.155231
Good
No
Weekly
House
105
37,496
30
Male
1,318
Married
2
High School
Unemployed
6.935805
Urban
Premium
2
10
558
8
2020-08-19 15:21:39.194829
Good
Yes
Rarely
Condo
1,777
37,497
47
Female
5,817
Married
0
High School
Employed
34.052919
Rural
Comprehensive
2
19
null
5
2022-10-22 15:21:39.134960
Good
Yes
Daily
Apartment
482
37,498
19
Male
10,104
Married
3
PhD
Unemployed
23.754685
Urban
Comprehensive
1
18
390
4
2021-11-13 15:21:39.132191
Poor
Yes
Monthly
Condo
718
37,499
60
Male
20,303
Single
2
High School
null
32.459466
Urban
Premium
null
0
564
2
2021-03-02 15:21:39.206847
Average
No
Daily
Apartment
1,656