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
1,159,400
61
Male
38,651
Divorced
1
Master's
null
4.534741
Suburban
Premium
0
5
549
7
2022-03-20 15:21:39.084065
Average
Yes
Rarely
Apartment
3,929
1,159,401
53
Male
39,058
Single
2
High School
null
4.331447
Suburban
Premium
1
14
758
6
2022-11-19 15:21:39.134960
Poor
No
Daily
Condo
1,355
1,159,402
39
Female
57,157
Married
1
PhD
Employed
16.049489
Rural
Comprehensive
null
3
648
2
2020-08-05 15:21:39.093681
null
Yes
Monthly
Apartment
92
1,159,403
30
Female
8,281
Single
0
Bachelor's
Unemployed
41.18444
Urban
Comprehensive
1
19
613
6
2023-01-22 15:21:39.184157
Good
No
Weekly
Apartment
1,005
1,159,404
49
Male
55,954
Divorced
4
High School
Self-Employed
14.247215
Suburban
Basic
1
11
711
2
2020-04-16 15:21:39.219432
Good
Yes
Weekly
Apartment
85
1,159,405
60
Female
27,616
Single
0
High School
null
23.290184
Rural
Basic
null
7
552
5
2021-06-07 15:21:39.210805
Average
Yes
Monthly
Condo
898
1,159,406
39
Male
17,074
Married
2
Bachelor's
Self-Employed
10.636377
Urban
Premium
1
5
752
9
2023-07-20 15:21:39.259788
Average
Yes
Daily
Condo
551
1,159,407
62
Male
5,942
Divorced
0
PhD
Unemployed
21.093848
Suburban
Premium
null
2
542
3
2023-07-12 15:21:39.134960
Average
No
Weekly
Condo
1,831
1,159,408
52
Female
24,862
Single
3
PhD
Unemployed
29.235513
Urban
Comprehensive
1
18
382
3
2022-12-11 15:21:39.129190
Good
Yes
Monthly
Condo
1,065
1,159,409
52
Male
61,777
Single
null
High School
Self-Employed
38.628639
Urban
Premium
1
19
675
7
2023-06-15 15:21:39.179186
Good
Yes
Weekly
Condo
237
1,159,410
59
Male
121,381
Single
4
High School
Employed
28.845164
Rural
Comprehensive
2
14
635
7
2023-11-26 15:21:39.155231
Poor
No
Monthly
House
49
1,159,411
20
Female
67,872
Single
3
PhD
Employed
23.906237
Suburban
Premium
4
9
560
1
2023-01-02 15:21:39.244069
Average
Yes
Monthly
House
2,169
1,159,412
47
Male
39,752
Married
3
Bachelor's
Employed
25.381923
Suburban
Comprehensive
2
4
766
6
2021-12-02 15:21:39.223901
Good
Yes
Monthly
House
755
1,159,413
52
Male
30,444
null
2
PhD
Self-Employed
46.241679
Urban
Basic
3
12
551
9
2022-09-05 15:21:39.155231
Average
Yes
Weekly
Apartment
829
1,159,414
35
Male
6,152
Divorced
1
Master's
Unemployed
39.71492
Urban
Comprehensive
5
13
739
2
2021-07-29 15:21:39.097737
Average
No
Rarely
Condo
672
1,159,415
44
Female
36,159
Married
2
PhD
Self-Employed
13.779788
Rural
Premium
1
3
847
1
2023-04-17 15:21:39.134960
Poor
No
Rarely
Condo
1,448
1,159,416
43
Female
116,570
Divorced
0
Bachelor's
Unemployed
32.672547
Suburban
Premium
1
14
351
8
2023-12-01 15:21:39.204790
Average
No
Rarely
Condo
602
1,159,417
37
Male
11,118
Married
0
High School
Employed
null
Urban
Comprehensive
4
1
607
7
2024-02-26 15:21:39.282785
Good
No
Rarely
Apartment
846
1,159,418
51
Female
65,914
Married
2
Master's
null
51.924643
Suburban
Basic
0
6
null
1
2023-11-14 15:21:39.164044
Average
No
Monthly
Apartment
1,281
1,159,419
30
Male
6,909
Single
null
PhD
Unemployed
8.823666
Suburban
Premium
1
15
657
8
2022-02-01 15:21:39.237118
Good
Yes
Monthly
Apartment
578
1,159,420
57
Female
14,697
Married
0
PhD
Employed
12.593903
Rural
Comprehensive
1
18
804
5
2023-03-09 15:21:39.180553
Good
No
Weekly
Condo
1,030
1,159,421
36
Female
24,704
Single
4
High School
Unemployed
9.011212
Rural
Premium
1
14
541
4
2021-12-24 15:21:39.237118
Average
Yes
Rarely
House
926
1,159,422
52
Female
5,894
Married
0
Master's
Self-Employed
34.033602
Urban
Comprehensive
1
4
536
8
2021-05-25 15:21:39.255696
Good
No
Rarely
Condo
675
1,159,423
35
Female
7,991
Single
2
PhD
Employed
18.908356
Rural
Comprehensive
0
18
null
6
2021-06-23 15:21:39.176717
Good
No
Weekly
Condo
551
1,159,424
25
Male
27,894
Divorced
2
High School
null
35.793951
Suburban
Basic
0
12
null
1
2023-09-19 15:21:39.237118
Good
No
Daily
Apartment
3,106
1,159,425
27
Female
5,813
Single
1
Master's
Employed
46.16844
Rural
Premium
0
14
null
5
2022-07-31 15:21:39.250151
Average
Yes
Monthly
Condo
1,415
1,159,426
39
Female
30,157
Divorced
null
Bachelor's
Self-Employed
35.383716
Urban
Premium
null
8
513
7
2024-07-15 15:21:39.134960
Poor
Yes
Daily
Condo
2,836
1,159,427
46
Female
18,161
null
3
High School
Employed
27.836314
Suburban
Premium
null
17
null
7
2023-04-30 15:21:39.101733
Good
Yes
Rarely
Condo
1,613
1,159,428
42
Female
86,893
Married
0
PhD
null
42.601941
Urban
Premium
null
12
372
7
2021-09-18 15:21:39.122134
Good
No
Weekly
Apartment
3,328
1,159,429
53
Male
null
Divorced
4
PhD
Unemployed
40.924401
Suburban
Basic
2
15
749
4
2023-11-17 15:21:39.191219
Average
No
Monthly
Condo
48
1,159,430
36
Male
9,744
Married
0
High School
Self-Employed
13.87635
Rural
Premium
null
12
575
3
2020-03-14 15:21:39.185215
Good
No
Daily
Condo
377
1,159,431
57
Female
25,211
Divorced
3
PhD
Self-Employed
6.512524
Suburban
Comprehensive
1
17
775
1
2023-03-22 15:21:39.092127
Poor
No
Weekly
Apartment
881
1,159,432
37
Male
14,061
Married
2
PhD
Unemployed
3.716904
Suburban
Premium
1
10
688
6
2023-02-11 15:21:39.171102
Average
Yes
Weekly
Apartment
919
1,159,433
26
Male
30,286
Divorced
3
Master's
Employed
32.151021
Rural
Premium
0
19
554
7
2024-03-15 15:21:39.273454
Good
Yes
Daily
House
684
1,159,434
42
Female
79,831
Single
2
Master's
null
38.251948
Rural
Comprehensive
0
6
431
3
2022-01-11 15:21:39.259788
Average
No
Daily
House
615
1,159,435
29
Female
33,374
Married
3
Master's
null
23.711104
Rural
Basic
2
2
433
1
2024-03-02 15:21:39.086123
Average
No
Monthly
House
1,404
1,159,436
41
Female
34,973
Divorced
null
Bachelor's
null
37.36793
Urban
Premium
null
2
582
5
2021-12-02 15:21:39.087123
Poor
No
Weekly
House
258
1,159,437
60
Female
382
Married
4
Master's
Employed
21.556911
Urban
Premium
1
10
677
6
2022-04-18 15:21:39.134960
Good
Yes
Monthly
House
1,005
1,159,438
22
Male
27,984
Married
3
Bachelor's
Unemployed
10.273615
Urban
Premium
0
3
473
2
2024-01-12 15:21:39.187211
null
No
Monthly
House
829
1,159,439
19
Female
null
Divorced
4
Master's
Unemployed
23.738817
Rural
Premium
0
15
367
2
2021-10-30 15:21:39.202448
Good
Yes
Daily
Apartment
163
1,159,440
58
Female
36,456
Divorced
4
Master's
Employed
22.085594
Suburban
Comprehensive
null
17
522
1
2019-09-08 15:21:39.148733
Poor
No
Weekly
House
834
1,159,441
63
Female
14,475
Divorced
2
Bachelor's
Self-Employed
19.593731
Suburban
Basic
0
16
441
6
2024-03-04 15:21:39.279729
Average
No
Rarely
House
893
1,159,442
57
Male
48,620
Married
1
Bachelor's
Self-Employed
26.387864
Rural
Comprehensive
null
8
372
1
2022-03-15 15:21:39.155231
Good
Yes
Rarely
Apartment
381
1,159,443
40
Female
16,035
Divorced
0
High School
Unemployed
29.081413
Urban
Premium
0
10
346
8
2023-10-15 15:21:39.134960
Good
No
Rarely
House
679
1,159,444
41
Male
18,382
Married
3
Bachelor's
Unemployed
37.12675
Urban
Comprehensive
1
0
null
7
2022-06-16 15:21:39.282785
Good
Yes
Daily
House
1,180
1,159,445
58
Male
57,358
Married
3
PhD
Self-Employed
33.82738
Urban
Basic
2
8
459
2
2021-12-01 15:21:39.102694
Average
Yes
Daily
Apartment
358
1,159,446
28
Female
26,963
Married
4
High School
Employed
52.278615
Urban
Comprehensive
0
15
764
5
2021-12-14 15:21:39.170099
Poor
Yes
Weekly
Condo
783
1,159,447
38
Male
44,165
Single
2
Master's
null
16.91767
Suburban
Premium
0
14
825
3
2021-04-24 15:21:39.093681
Average
No
Monthly
Apartment
562
1,159,448
59
Female
25,683
Single
0
Master's
Self-Employed
21.678935
Urban
Basic
2
18
null
2
2020-01-26 15:21:39.134960
Poor
No
Weekly
Condo
1,358
1,159,449
36
Female
11,588
Divorced
null
PhD
null
15.829532
Suburban
Premium
4
11
783
7
2022-10-02 15:21:39.155231
Good
No
Rarely
House
521
1,159,450
39
Female
37,977
Married
0
Bachelor's
Unemployed
38.176062
Rural
Premium
null
8
537
5
2020-09-29 15:21:39.171102
Poor
Yes
Rarely
Condo
485
1,159,451
25
Male
null
Single
1
Bachelor's
Unemployed
17.24313
Suburban
Comprehensive
null
2
363
2
2022-11-10 15:21:39.134960
Poor
No
Monthly
House
958
1,159,452
29
Female
39,769
Divorced
1
High School
null
17.03931
Urban
Premium
2
10
692
6
2020-09-13 15:21:39.206847
Poor
Yes
Weekly
House
2,195
1,159,453
47
Female
38,612
Single
2
Bachelor's
Employed
21.892833
Suburban
Basic
0
15
813
7
2020-03-23 15:21:39.213373
Poor
Yes
Rarely
Condo
781
1,159,454
52
Male
2,559
Divorced
2
High School
null
10.04877
Rural
Premium
1
14
452
8
2022-11-02 15:21:39.264504
Good
Yes
Monthly
House
836
1,159,455
58
Female
16,453
Married
1
PhD
Unemployed
13.271805
Urban
Premium
null
14
779
5
2020-04-18 15:21:39.104139
Average
Yes
Rarely
Condo
1,626
1,159,456
29
Male
27,442
Divorced
3
PhD
Employed
15.065204
Suburban
Premium
0
3
653
7
2022-06-04 15:21:39.190215
null
No
Daily
Condo
1,703
1,159,457
58
Male
6,927
Married
1
Master's
Unemployed
36.816406
Urban
Premium
null
0
784
9
2022-04-04 15:21:39.155231
Average
Yes
Rarely
Condo
774
1,159,458
null
Male
45,660
Married
4
Master's
Employed
26.853114
Urban
Comprehensive
1
7
589
3
2021-09-09 15:21:39.145732
Good
No
Monthly
Apartment
462
1,159,459
35
Female
8,143
Married
2
High School
Unemployed
16.868359
Urban
Comprehensive
0
17
725
8
2021-03-23 15:21:39.111551
Good
No
Rarely
House
3,605
1,159,460
28
Male
41,923
Single
0
Master's
Self-Employed
13.878943
Suburban
Premium
null
4
470
2
2021-07-02 15:21:39.252145
Good
No
Monthly
Condo
925
1,159,461
24
Male
null
Single
1
PhD
Self-Employed
30.527181
Urban
Comprehensive
4
13
438
2
2021-11-01 15:21:39.261856
Average
No
Monthly
Condo
1,673
1,159,462
22
Female
9,957
Divorced
3
PhD
Employed
16.637692
Rural
Premium
0
14
542
5
2023-04-20 15:21:39.235012
Average
No
Daily
Apartment
1,147
1,159,463
33
Male
21,729
Single
4
High School
Self-Employed
29.68206
Urban
Basic
2
15
667
7
2024-01-03 15:21:39.172097
Good
Yes
Monthly
House
1,309
1,159,464
25
Male
27,281
Married
4
Master's
Employed
22.813983
Suburban
Comprehensive
1
14
637
9
2022-07-21 15:21:39.206847
Poor
No
Daily
Condo
675
1,159,465
24
Male
36,322
Married
0
PhD
Unemployed
26.488089
Suburban
Premium
1
13
null
4
2024-01-16 15:21:39.126661
Good
No
Rarely
Apartment
829
1,159,466
57
Male
37,669
Single
null
PhD
null
25.959139
Urban
Basic
null
12
804
2
2024-02-04 15:21:39.272456
Good
No
Rarely
Condo
942
1,159,467
58
Male
4,626
Married
2
Master's
null
32.171498
Suburban
Premium
null
8
682
3
2022-02-01 15:21:39.172097
Poor
No
Monthly
House
30
1,159,468
41
Male
17,053
Single
3
PhD
Unemployed
33.917389
Suburban
Basic
2
14
762
7
2020-05-27 15:21:39.254678
Average
Yes
Daily
Apartment
539
1,159,469
33
Female
26,354
Married
3
Master's
Unemployed
5.622182
Urban
Premium
1
5
349
7
2020-06-10 15:21:39.215386
Poor
Yes
Daily
Apartment
1,191
1,159,470
31
Female
4,908
Single
1
PhD
null
32.849296
Rural
Basic
null
18
559
5
2024-04-06 15:21:39.175719
Average
No
Daily
Apartment
2,141
1,159,471
18
Male
11,539
Divorced
2
Bachelor's
Unemployed
15.083823
Suburban
Comprehensive
null
19
449
3
2022-02-05 15:21:39.190215
Average
Yes
Monthly
Apartment
2,392
1,159,472
39
Female
23,981
Married
2
PhD
Employed
35.739168
Urban
Basic
1
15
691
4
2022-08-28 15:21:39.155231
Good
No
Daily
Condo
837
1,159,473
48
Male
2,369
Single
3
PhD
Unemployed
28.99603
Rural
Comprehensive
0
5
538
8
2019-10-05 15:21:39.122134
Good
No
Monthly
House
2,967
1,159,474
19
Female
34,757
Married
null
High School
Employed
47.255064
Rural
Basic
1
0
744
8
2024-06-12 15:21:39.261856
Good
Yes
Monthly
Condo
616
1,159,475
26
Male
2,695
Divorced
1
Bachelor's
null
10.009618
Suburban
Premium
0
19
401
9
2022-07-19 15:21:39.261856
Poor
No
Monthly
House
1,130
1,159,476
48
Male
2,575
Divorced
2
Bachelor's
Unemployed
42.982891
Rural
Comprehensive
1
12
444
9
2022-09-26 15:21:39.251142
Poor
No
Monthly
Condo
536
1,159,477
18
Male
539
Single
0
Master's
Unemployed
37.52711
Urban
Comprehensive
0
12
526
6
2019-11-12 15:21:39.170099
Good
No
Daily
Apartment
623
1,159,478
55
Male
26,449
Divorced
4
Master's
Employed
30.834747
Suburban
Premium
1
8
500
7
2023-04-25 15:21:39.171102
Good
Yes
Daily
House
744
1,159,479
59
Female
677
Divorced
3
PhD
Unemployed
14.858158
Urban
Premium
0
10
582
3
2022-02-01 15:21:39.081504
Average
No
Monthly
House
269
1,159,480
62
Female
30,372
Divorced
0
PhD
Self-Employed
12.739763
Urban
Comprehensive
null
12
null
3
2022-06-16 15:21:39.134960
Poor
Yes
Weekly
House
627
1,159,481
22
Female
6,965
Divorced
3
Master's
Unemployed
3.879452
Urban
Comprehensive
0
10
null
1
2020-10-19 15:21:39.093681
Average
No
Daily
Apartment
1,745
1,159,482
49
Female
5,902
Single
0
High School
null
30.451345
Urban
Basic
2
3
529
8
2024-02-14 15:21:39.084065
Poor
Yes
Daily
Apartment
1,349
1,159,483
55
Male
538
Married
1
Bachelor's
Unemployed
26.744765
Rural
Premium
0
5
615
9
2022-10-19 15:21:39.271453
Average
No
Weekly
Apartment
2,140
1,159,484
23
Female
9,552
Divorced
3
High School
Employed
10.288628
Urban
Premium
2
3
702
1
2024-04-24 15:21:39.216387
Good
No
Daily
Condo
3,482
1,159,485
53
Male
6,601
Single
0
Bachelor's
null
33.610446
Rural
Premium
null
17
664
2
2022-04-14 15:21:39.117183
Average
No
Rarely
Apartment
889
1,159,486
29
Male
15,983
Married
4
High School
Employed
31.491721
Rural
Basic
0
15
683
6
2021-07-16 15:21:39.283783
Poor
No
Daily
House
1,089
1,159,487
23
Female
43,327
Single
4
High School
Employed
26.013602
Rural
Basic
0
10
388
2
2021-09-04 15:21:39.147735
Good
No
Rarely
Condo
1,148
1,159,488
56
Female
23,719
Single
1
PhD
Unemployed
29.764056
Urban
Basic
null
12
699
4
2021-05-14 15:21:39.265513
Good
No
Rarely
House
1,415
1,159,489
19
Male
18,071
Married
4
Master's
Unemployed
null
Rural
Comprehensive
1
17
713
7
2022-08-24 15:21:39.092127
Good
Yes
Weekly
Condo
1,006
1,159,490
38
Male
20,351
Divorced
null
Master's
Unemployed
23.056591
Rural
Comprehensive
null
19
544
1
2023-06-20 15:21:39.271453
Good
No
Weekly
Condo
644
1,159,491
64
Male
105,780
Single
4
High School
Employed
null
Rural
Basic
null
6
842
6
2019-09-25 15:21:39.245086
Good
No
Weekly
Condo
2,087
1,159,492
54
Male
24,552
Married
2
Bachelor's
Employed
11.966237
Rural
Premium
null
11
533
2
2024-02-05 15:21:39.237118
Poor
No
Daily
Condo
2,144
1,159,493
52
Female
29,351
Married
3
High School
Unemployed
43.906924
Urban
Premium
0
6
628
8
2021-10-04 15:21:39.272456
Good
Yes
Monthly
Apartment
1,258
1,159,494
35
Male
48,984
Married
null
High School
Employed
44.792444
Rural
Basic
0
2
null
5
2022-10-30 15:21:39.155231
Poor
Yes
Weekly
Condo
328
1,159,495
63
Male
2,894
Married
3
Bachelor's
Unemployed
23.790925
Rural
Premium
null
15
489
3
2021-01-25 15:21:39.118178
null
Yes
Monthly
House
733
1,159,496
47
Male
1,333
Single
2
High School
Self-Employed
45.567259
Urban
Premium
0
10
733
1
2020-01-07 15:21:39.122134
Poor
Yes
Weekly
House
124
1,159,497
32
Male
71,130
Divorced
0
Bachelor's
Employed
14.816482
Suburban
Comprehensive
0
1
535
1
2023-07-07 15:21:39.096739
Good
Yes
Weekly
Condo
371
1,159,498
60
Male
42,881
Single
1
PhD
Self-Employed
4.25595
Suburban
Basic
2
5
464
8
2023-11-02 15:21:39.117183
Poor
Yes
Monthly
Condo
355
1,159,499
45
Male
135,556
Single
3
High School
Unemployed
36.064683
Rural
Basic
2
19
389
7
2022-02-17 15:21:39.246098
null
No
Monthly
Condo
404