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
35,400
52
Female
37,020
Married
4
Bachelor's
Unemployed
22.591805
Suburban
Premium
2
18
664
2
2020-04-02 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,252
35,401
45
Male
108,950
Single
4
PhD
Unemployed
30.735631
Suburban
Basic
null
17
794
7
2023-01-08 15:21:39.172097
Poor
Yes
Monthly
Apartment
165
35,402
30
Female
21,387
Married
null
Bachelor's
null
17.144475
Rural
Premium
0
4
668
4
2023-09-21 15:21:39.237118
Poor
No
Monthly
Condo
887
35,403
18
Male
27,311
Single
1
Bachelor's
Unemployed
11.47637
Suburban
Premium
2
13
383
9
2023-04-04 15:21:39.222387
Poor
No
Rarely
Condo
1,805
35,404
23
Male
95,512
Single
1
High School
Employed
5.722007
Urban
Premium
2
0
404
9
2022-11-04 15:21:39.193945
Good
Yes
Daily
Condo
940
35,405
23
Male
2,369
Divorced
4
High School
Unemployed
null
Suburban
Comprehensive
1
19
544
9
2020-12-26 15:21:39.209847
Poor
No
Rarely
House
716
35,406
58
Male
4,824
Divorced
3
PhD
Unemployed
28.232655
Urban
Premium
1
8
755
8
2019-08-25 15:21:39.237118
Poor
Yes
Daily
Apartment
712
35,407
42
Male
46,950
Divorced
4
Master's
Self-Employed
45.967773
Rural
Basic
3
2
419
2
2021-11-29 15:21:39.109552
Poor
Yes
Monthly
Apartment
632
35,408
33
Male
null
Married
0
Master's
Employed
36.428517
Urban
Premium
2
6
534
1
2024-05-18 15:21:39.095696
Poor
No
Weekly
Apartment
2,376
35,409
55
Male
10,584
Married
3
PhD
null
17.065152
Rural
Comprehensive
2
10
721
2
2022-06-02 15:21:39.229482
Poor
Yes
Daily
House
504
35,410
63
Male
57,778
Divorced
0
Bachelor's
null
10.898044
Urban
Premium
null
16
361
4
2020-01-19 15:21:39.214388
Poor
No
Monthly
Condo
1,313
35,411
29
Male
43,898
Single
3
PhD
null
37.685548
Urban
Basic
1
8
785
3
2024-04-15 15:21:39.134960
Good
No
Monthly
House
926
35,412
19
Female
717
Single
0
Bachelor's
Unemployed
35.935473
Suburban
Premium
0
13
552
1
2024-01-05 15:21:39.120168
Good
No
Weekly
House
1,868
35,413
60
Female
811
Divorced
1
PhD
Unemployed
47.143034
Rural
Basic
1
6
381
3
2023-12-10 15:21:39.273973
Average
Yes
Monthly
Condo
2,026
35,414
23
Female
915
Divorced
1
High School
Employed
43.68011
Rural
Basic
0
10
830
6
2019-10-14 15:21:39.202448
Good
No
Daily
House
708
35,415
58
Female
1,269
Divorced
2
High School
null
null
Rural
Comprehensive
1
1
734
6
2021-12-21 15:21:39.134960
Good
Yes
Rarely
House
615
35,416
33
Male
73,685
Married
null
High School
null
51.798028
Urban
Premium
0
1
636
7
2022-01-24 15:21:39.102694
Average
Yes
Weekly
Apartment
1,261
35,417
34
Female
5,978
Divorced
2
PhD
null
18.393358
Rural
Comprehensive
0
19
781
6
2020-10-28 15:21:39.237118
Average
Yes
Monthly
House
1,044
35,418
60
Female
17,107
Married
2
PhD
Self-Employed
20.248875
Rural
Comprehensive
5
1
320
4
2023-10-03 15:21:39.248098
Good
No
Daily
Condo
473
35,419
38
Female
43,478
Divorced
4
High School
null
21.98129
Urban
Comprehensive
null
0
null
7
2021-03-30 15:21:39.206847
Average
Yes
Daily
Apartment
581
35,420
28
Female
17,894
Divorced
1
High School
null
null
Suburban
Comprehensive
null
18
null
6
2022-04-04 15:21:39.237118
Average
Yes
Monthly
Apartment
2,225
35,421
63
Female
7,240
Single
null
PhD
null
40.058541
Rural
Basic
0
5
499
5
2022-05-29 15:21:39.185215
Good
No
Daily
Apartment
773
35,422
46
Male
43,976
Divorced
0
PhD
Self-Employed
47.039443
Rural
Basic
4
6
637
7
2023-09-17 15:21:39.176717
Poor
No
Weekly
House
642
35,423
39
Female
24,927
null
4
Master's
Employed
41.890776
Urban
Premium
null
9
627
3
2021-02-02 15:21:39.215386
Good
No
Monthly
House
871
35,424
30
Female
2,927
Divorced
4
PhD
Unemployed
28.823609
Rural
Basic
1
3
393
4
2023-12-22 15:21:39.134960
Average
No
Monthly
House
474
35,425
46
Male
17,888
Single
2
Bachelor's
Employed
25.891605
Rural
Basic
0
1
765
5
2021-01-19 15:21:39.134960
Poor
Yes
Weekly
Apartment
496
35,426
23
Male
17,561
Single
1
Master's
Employed
45.164521
Urban
Premium
0
15
607
5
2024-04-09 15:21:39.263607
Good
No
Monthly
Condo
954
35,427
52
Female
62,250
Married
0
Bachelor's
Employed
28.571648
Suburban
Premium
1
6
452
8
2020-04-07 15:21:39.274993
Poor
No
Weekly
Condo
1,071
35,428
44
Female
137,891
Single
2
Bachelor's
Employed
5.913821
Urban
Comprehensive
0
1
325
6
2020-12-25 15:21:39.145732
Poor
Yes
Monthly
Apartment
29
35,429
30
Female
71,821
Married
3
Master's
Unemployed
26.836582
Urban
Comprehensive
null
12
753
5
2023-11-07 15:21:39.237118
Poor
Yes
Daily
House
342
35,430
19
Male
106,544
null
null
Master's
Unemployed
17.981344
Urban
Comprehensive
1
17
649
6
2021-03-28 15:21:39.191219
Poor
No
Monthly
Apartment
2,894
35,431
49
Male
15,533
Married
null
Master's
null
22.723005
Urban
Comprehensive
2
14
799
9
2019-10-03 15:21:39.155231
Good
No
Rarely
House
542
35,432
60
Male
30,333
Divorced
3
PhD
null
34.527754
Rural
Comprehensive
0
16
833
3
2023-02-11 15:21:39.080440
Good
Yes
Rarely
Apartment
557
35,433
39
Female
19,620
Single
0
Bachelor's
null
12.91731
Rural
Premium
1
5
556
3
2023-06-06 15:21:39.090124
Good
No
Daily
House
119
35,434
23
Male
4,732
Divorced
3
Master's
Employed
15.646602
Urban
Comprehensive
1
17
316
3
2023-09-25 15:21:39.105504
Poor
No
Rarely
Apartment
391
35,435
39
Male
27,331
Divorced
2
High School
null
32.795074
Rural
Premium
3
2
841
5
2023-09-18 15:21:39.093681
Poor
No
Weekly
Condo
1,583
35,436
31
Female
75,970
Married
2
PhD
Employed
47.870437
Rural
Basic
2
15
738
6
2021-07-13 15:21:39.155231
Poor
No
Daily
Condo
20
35,437
54
Female
1,355
Married
4
High School
Self-Employed
3.860105
Suburban
Basic
null
6
null
8
2023-09-12 15:21:39.085129
Good
No
Weekly
House
45
35,438
45
Male
24,480
Single
0
Master's
Employed
32.829429
Urban
Comprehensive
1
15
612
4
2021-02-08 15:21:39.248098
Good
No
Daily
House
518
35,439
22
Female
17,078
Single
4
High School
null
30.729717
Urban
Basic
2
8
447
7
2019-10-15 15:21:39.267454
Average
No
Weekly
House
1,574
35,440
19
Female
515
Married
0
High School
Employed
null
Rural
Basic
null
2
null
4
2021-06-22 15:21:39.269494
Good
Yes
Monthly
Condo
688
35,441
25
Female
20,495
Single
1
Bachelor's
Self-Employed
45.990029
Urban
Basic
null
3
813
5
2020-03-10 15:21:39.181605
Good
Yes
Daily
Apartment
2,882
35,442
36
Male
40,323
Single
4
Master's
Unemployed
22.41385
Rural
Comprehensive
null
14
null
8
2023-11-08 15:21:39.134960
Good
No
Rarely
Apartment
1,144
35,443
37
Female
40,997
Single
3
High School
Employed
9.155856
Suburban
Basic
1
17
627
7
2022-09-17 15:21:39.233998
Good
No
Daily
House
574
35,444
38
Female
31,584
Married
3
Bachelor's
Unemployed
52.551293
Rural
Comprehensive
null
1
null
1
2021-03-15 15:21:39.134960
Good
No
Rarely
House
684
35,445
57
Male
82,946
Single
2
High School
Self-Employed
23.854269
Suburban
Comprehensive
0
19
366
6
2021-12-05 15:21:39.081504
Average
No
Monthly
House
3,663
35,446
19
Female
31,966
Married
4
PhD
Self-Employed
31.066361
Suburban
Basic
0
3
739
8
2019-11-06 15:21:39.120168
Average
Yes
Weekly
Condo
484
35,447
22
Female
38,768
Single
2
Master's
Unemployed
16.024416
Suburban
Comprehensive
2
3
636
4
2022-08-24 15:21:39.133866
Average
Yes
Monthly
Apartment
1,404
35,448
53
Female
78,236
Married
3
PhD
Unemployed
39.670902
Rural
Basic
null
19
665
2
2022-11-16 15:21:39.187211
Average
No
Rarely
House
329
35,449
63
Male
61,217
Divorced
0
PhD
null
33.09991
Suburban
Premium
2
1
614
6
2019-09-06 15:21:39.092127
Average
No
Daily
Condo
2,798
35,450
27
Male
null
Single
4
Master's
null
21.534321
Suburban
Comprehensive
null
8
641
7
2022-09-13 15:21:39.110557
Good
No
Daily
Apartment
264
35,451
56
Female
15,284
Married
1
High School
null
37.038168
Suburban
Basic
1
9
572
6
2024-07-16 15:21:39.134960
Average
No
Monthly
Condo
1,233
35,452
20
Female
18,192
Married
1
High School
Unemployed
45.596526
Suburban
Comprehensive
0
11
717
8
2021-05-29 15:21:39.214388
Average
Yes
Daily
House
462
35,453
63
Female
47,414
Married
1
Master's
Unemployed
32.673155
Urban
Premium
0
17
486
5
2022-11-11 15:21:39.282785
Average
Yes
Rarely
Apartment
127
35,454
60
Male
140,839
Married
4
Bachelor's
null
51.990626
Suburban
Basic
1
16
342
2
2022-07-26 15:21:39.134960
Good
No
Weekly
Apartment
1,351
35,455
61
Male
140,417
Divorced
1
High School
null
34.418726
Rural
Comprehensive
0
8
704
5
2019-12-08 15:21:39.197445
Average
No
Daily
Apartment
3,120
35,456
61
Male
71,834
Divorced
2
PhD
Employed
16.290925
Urban
Basic
1
9
326
7
2023-11-16 15:21:39.090124
null
Yes
Weekly
House
1,676
35,457
64
Female
68,943
Divorced
3
Bachelor's
Unemployed
11.410631
Urban
Comprehensive
1
9
513
1
2019-09-26 15:21:39.100695
Average
No
Rarely
House
211
35,458
45
Male
10,877
Divorced
1
PhD
null
37.361289
Suburban
Comprehensive
0
13
511
7
2020-02-22 15:21:39.155231
Average
Yes
Rarely
Condo
1,896
35,459
58
Female
18,262
Married
3
High School
Self-Employed
20.981445
Urban
Basic
null
14
815
7
2020-11-16 15:21:39.205850
Poor
Yes
Daily
Condo
1,006
35,460
34
Female
54,981
Married
0
Master's
Unemployed
45.788887
Rural
Premium
null
14
419
2
2021-12-09 15:21:39.122134
Average
No
Weekly
Condo
1,691
35,461
38
Male
34
Married
3
Bachelor's
Self-Employed
25.882337
Urban
Comprehensive
0
4
602
1
2022-04-08 15:21:39.192212
Good
Yes
Weekly
Apartment
1,110
35,462
38
Female
null
Married
2
Bachelor's
Self-Employed
38.937008
Urban
Comprehensive
0
3
null
4
2022-04-30 15:21:39.092127
Good
No
Rarely
House
401
35,463
44
Male
3,724
Divorced
null
High School
Unemployed
24.571833
Urban
Basic
null
0
404
2
2022-02-28 15:21:39.271453
Good
No
Rarely
Condo
907
35,464
59
Female
38,983
Married
4
High School
null
41.981107
Rural
Basic
0
1
759
2
2024-07-14 15:21:39.237118
Average
No
Monthly
Condo
219
35,465
40
Male
20,897
Divorced
1
Master's
Self-Employed
22.271279
Rural
Basic
null
18
663
8
2023-10-13 15:21:39.134960
Poor
No
Daily
Apartment
30
35,466
39
Male
null
Married
0
High School
null
20.717967
Suburban
Basic
null
16
639
6
2019-09-20 15:21:39.254678
Poor
Yes
Rarely
Apartment
102
35,467
41
Female
27,112
Divorced
2
PhD
Unemployed
40.351591
Urban
Premium
null
16
725
9
2022-12-23 15:21:39.172097
Poor
No
Monthly
Condo
513
35,468
25
Female
65,861
Divorced
0
Bachelor's
Unemployed
17.064392
Suburban
Basic
3
14
505
4
2021-12-14 15:21:39.204790
Poor
No
Rarely
House
1,641
35,469
41
Female
118,532
Married
1
High School
Employed
10.592019
Rural
Premium
null
7
821
6
2020-09-04 15:21:39.091080
Good
No
Monthly
House
397
35,470
56
Female
43,856
Divorced
1
Master's
Self-Employed
50.663736
Urban
Premium
null
5
775
3
2021-08-31 15:21:39.274993
Good
No
Weekly
House
1,347
35,471
28
Female
12,773
Married
0
PhD
Self-Employed
30.459953
Urban
Premium
1
4
506
7
2023-09-23 15:21:39.225916
Average
Yes
Weekly
House
391
35,472
30
Male
3,012
Divorced
0
Bachelor's
Unemployed
18.685519
Rural
Basic
1
13
701
3
2023-08-07 15:21:39.176717
Average
No
Daily
Condo
343
35,473
40
Male
915
Divorced
null
Bachelor's
Self-Employed
22.871012
Rural
Premium
3
3
694
9
2020-10-11 15:21:39.134960
Average
Yes
Daily
Apartment
725
35,474
36
Male
36,991
Divorced
0
Master's
Self-Employed
null
Rural
Comprehensive
null
6
704
1
2024-08-13 15:21:39.190215
null
No
Rarely
Apartment
1,258
35,475
55
Female
1,349
Single
1
High School
null
16.795606
Suburban
Comprehensive
null
9
647
9
2022-04-10 15:21:39.151732
Good
Yes
Monthly
House
2,161
35,476
34
Male
44,650
Divorced
3
Master's
Unemployed
13.552951
Suburban
Comprehensive
null
16
807
6
2024-03-26 15:21:39.118178
Average
Yes
Daily
Condo
632
35,477
33
Male
35,200
Married
1
High School
null
29.828659
Suburban
Premium
0
3
404
9
2020-06-29 15:21:39.280784
Poor
No
Monthly
House
1,465
35,478
36
Female
11,075
Divorced
1
High School
Employed
25.0146
Rural
Premium
null
3
null
7
2019-11-08 15:21:39.254678
Poor
No
Monthly
House
466
35,479
41
Male
8,837
Married
2
Master's
Employed
26.738225
Rural
Premium
null
19
534
7
2021-11-22 15:21:39.134960
Poor
Yes
Daily
House
1,363
35,480
30
Male
16,459
Single
0
Bachelor's
Employed
15.881986
Rural
Comprehensive
0
17
739
9
2020-05-25 15:21:39.249100
Poor
No
Monthly
House
263
35,481
29
Female
3,685
Divorced
1
Bachelor's
null
38.959617
Suburban
Basic
1
14
488
9
2023-06-14 15:21:39.180553
Poor
No
Rarely
Condo
893
35,482
27
Female
45,668
Single
0
Bachelor's
Unemployed
22.128702
Rural
Comprehensive
null
11
541
4
2022-03-11 15:21:39.182597
Good
No
Rarely
Apartment
661
35,483
60
Female
9,072
Divorced
null
PhD
null
36.914212
Urban
Premium
null
4
788
6
2023-06-24 15:21:39.237118
Average
No
Rarely
Apartment
174
35,484
54
Male
726
Divorced
3
Bachelor's
null
33.882734
Rural
Basic
3
8
693
8
2021-02-26 15:21:39.079128
Poor
Yes
Daily
House
382
35,485
64
Female
7,600
Single
0
PhD
Self-Employed
13.038859
Rural
Premium
0
15
821
7
2021-05-17 15:21:39.213373
Average
Yes
Monthly
House
761
35,486
23
Female
38,332
Single
4
Bachelor's
null
37.751886
Suburban
Basic
0
10
531
5
2022-10-03 15:21:39.132191
Poor
Yes
Rarely
Apartment
1,062
35,487
34
Female
2,746
Divorced
0
High School
Unemployed
51.812947
Urban
Basic
2
5
720
2
2023-06-24 15:21:39.198406
Average
No
Weekly
Condo
1,755
35,488
33
Female
18,059
Divorced
3
PhD
Unemployed
13.723933
Suburban
Basic
0
11
485
1
2020-11-15 15:21:39.281787
Good
Yes
Daily
Apartment
1,032
35,489
55
Female
119,118
Married
3
Master's
null
29.672503
Urban
Comprehensive
0
16
477
7
2024-07-13 15:21:39.151732
Poor
Yes
Rarely
Condo
123
35,490
22
Male
91,246
Single
4
High School
Unemployed
29.573175
Urban
Comprehensive
0
5
673
8
2020-12-08 15:21:39.226954
Poor
No
Rarely
Condo
201
35,491
41
Female
17,054
Married
2
Bachelor's
Unemployed
36.835703
Suburban
Premium
0
12
833
4
2021-09-14 15:21:39.283783
Good
Yes
Weekly
Condo
3,087
35,492
52
Female
788
Married
0
Bachelor's
Unemployed
23.011116
Rural
Premium
null
18
508
7
2021-03-16 15:21:39.237118
Good
No
Rarely
House
2,147
35,493
62
Female
87,552
Married
1
Bachelor's
Unemployed
51.470788
Urban
Comprehensive
0
5
null
6
2023-12-28 15:21:39.249100
Good
No
Weekly
House
2,527
35,494
26
Female
23,100
Single
2
High School
null
35.607536
Rural
Premium
null
18
719
3
2020-02-28 15:21:39.084065
Poor
No
Monthly
Apartment
806
35,495
23
Female
39,722
Divorced
null
Master's
Unemployed
11.704423
Suburban
Comprehensive
2
0
646
6
2022-12-10 15:21:39.185215
Average
Yes
Daily
Condo
807
35,496
59
Female
16,095
Divorced
4
PhD
Unemployed
39.226463
Urban
Basic
1
8
469
9
2023-02-13 15:21:39.254678
Good
Yes
Monthly
House
1,505
35,497
57
Female
57,994
Single
4
Bachelor's
Self-Employed
36.753215
Suburban
Basic
3
14
839
3
2020-07-21 15:21:39.114118
Good
Yes
Weekly
Condo
3,028
35,498
26
Male
17,791
Single
3
PhD
Employed
27.896466
Suburban
Premium
2
7
529
5
2024-04-25 15:21:39.084065
null
Yes
Weekly
House
769
35,499
26
Female
21,717
Married
0
Bachelor's
Unemployed
14.724997
Urban
Premium
1
0
830
8
2024-07-06 15:21:39.184157
Average
Yes
Weekly
House
25