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
1,178,600
43
Female
1,009
Divorced
0
Master's
Unemployed
12.836985
Rural
Comprehensive
2
5
661
6
2022-11-03 15:21:39.155231
Good
No
Rarely
Condo
963
1,178,601
62
Female
30,226
Married
3
High School
Unemployed
33.822351
Rural
Premium
1
1
334
2
2024-03-18 15:21:39.274993
Average
Yes
Monthly
House
618
1,178,602
41
Male
1,510
Single
0
PhD
Unemployed
null
Suburban
Premium
1
13
530
6
2023-08-26 15:21:39.131192
Poor
No
Monthly
House
2,035
1,178,603
null
Female
2,482
Single
4
PhD
Unemployed
27.530817
Rural
Premium
2
1
511
3
2022-11-14 15:21:39.094752
Poor
Yes
Rarely
House
1,684
1,178,604
63
Female
26,428
Divorced
null
Bachelor's
Unemployed
44.292736
Urban
Basic
1
9
684
6
2021-06-05 15:21:39.172097
Average
No
Rarely
House
956
1,178,605
43
Male
16,891
Married
3
Bachelor's
Unemployed
16.35975
Rural
Basic
null
17
554
6
2022-08-05 15:21:39.155231
Average
No
Rarely
Apartment
813
1,178,606
33
Female
10,380
Married
4
High School
Unemployed
9.859894
Urban
Premium
null
18
516
1
2020-08-02 15:21:39.274993
Poor
No
Monthly
Condo
1,661
1,178,607
48
Female
35,244
Married
3
Bachelor's
Employed
21.068833
Suburban
Basic
null
16
591
6
2020-06-21 15:21:39.196387
Good
No
Daily
House
918
1,178,608
55
Female
57,575
Married
null
Bachelor's
Self-Employed
22.906171
Rural
Comprehensive
null
0
462
1
2023-07-02 15:21:39.096739
null
No
Daily
Condo
552
1,178,609
51
Female
72,623
Single
0
High School
Employed
23.715525
Urban
Premium
null
8
453
9
2023-02-20 15:21:39.172097
Good
No
Monthly
Condo
740
1,178,610
20
Male
86,665
Divorced
3
Master's
Self-Employed
51.12041
Rural
Comprehensive
null
14
816
8
2020-09-27 15:21:39.237118
Poor
Yes
Rarely
House
3,932
1,178,611
44
Male
24,249
Divorced
1
High School
Unemployed
16.947401
Suburban
Basic
null
15
754
6
2024-07-11 15:21:39.194829
Good
No
Rarely
Apartment
871
1,178,612
24
Male
137,977
Married
3
Master's
Unemployed
35.828892
Urban
Basic
2
10
743
8
2020-02-22 15:21:39.237118
Poor
Yes
Daily
Apartment
3,145
1,178,613
31
Male
72,548
Married
2
Master's
Employed
22.579636
Urban
Comprehensive
null
19
732
7
2022-01-27 15:21:39.237118
null
No
Rarely
House
2,374
1,178,614
43
Female
1,269
Single
0
Bachelor's
Self-Employed
21.656984
Rural
Premium
6
12
677
5
2024-05-11 15:21:39.237118
Poor
Yes
Daily
House
39
1,178,615
18
Male
28,976
Single
0
High School
Employed
34.079452
Rural
Basic
2
10
829
4
2022-10-09 15:21:39.285112
null
Yes
Weekly
Apartment
1,557
1,178,616
26
Male
27,401
Divorced
1
High School
null
19.314766
Urban
Premium
null
13
677
1
2020-09-04 15:21:39.134960
Poor
Yes
Monthly
Apartment
2,549
1,178,617
40
Female
39,467
Single
4
PhD
Self-Employed
27.174464
Rural
Premium
null
12
511
2
2023-06-17 15:21:39.252145
Poor
Yes
Daily
Apartment
933
1,178,618
24
Male
84,554
Divorced
0
Bachelor's
null
21.385414
Urban
Comprehensive
1
9
305
6
2020-02-28 15:21:39.094752
Good
Yes
Monthly
Condo
864
1,178,619
33
Female
71,512
Single
4
PhD
Employed
11.682624
Rural
Basic
1
1
589
8
2021-02-26 15:21:39.289099
Average
No
Weekly
House
394
1,178,620
25
Female
104,593
Divorced
null
Bachelor's
null
44.272243
Rural
Basic
null
13
507
2
2021-11-06 15:21:39.134960
Good
No
Daily
Condo
1,874
1,178,621
52
Female
7,093
Single
1
Bachelor's
Self-Employed
23.826594
Urban
Comprehensive
null
13
546
3
2019-11-30 15:21:39.128286
Poor
No
Weekly
House
719
1,178,622
56
Male
76,839
Single
4
Master's
null
46.025329
Rural
Comprehensive
1
5
405
2
2023-04-24 15:21:39.261856
Good
No
Monthly
House
768
1,178,623
30
Female
37,979
Divorced
3
Bachelor's
Unemployed
34.015639
Suburban
Premium
null
0
338
6
2020-02-17 15:21:39.193945
Poor
No
Daily
Condo
486
1,178,624
39
Male
15,333
Divorced
4
Bachelor's
Unemployed
19.412548
Urban
Comprehensive
null
3
590
6
2021-09-25 15:21:39.257696
Good
Yes
Rarely
Condo
821
1,178,625
58
Male
29,761
Married
3
Master's
null
18.743254
Urban
Comprehensive
1
3
410
7
2022-02-09 15:21:39.155061
Good
Yes
Rarely
Condo
1,867
1,178,626
64
Female
7,073
Divorced
2
Bachelor's
Self-Employed
39.837901
Urban
Premium
null
8
772
9
2023-10-04 15:21:39.085129
Poor
No
Rarely
House
948
1,178,627
24
Male
1,753
Divorced
3
Bachelor's
Unemployed
52.53413
Rural
Comprehensive
null
8
516
5
2020-09-13 15:21:39.219432
Poor
No
Rarely
House
1,219
1,178,628
27
Male
18,992
Single
null
PhD
Employed
18.781458
Urban
Comprehensive
null
14
382
2
2021-02-16 15:21:39.134960
Poor
No
Monthly
House
452
1,178,629
50
Female
43,714
Married
0
Bachelor's
Self-Employed
20.91214
Urban
Basic
0
15
812
1
2020-08-27 15:21:39.206847
Poor
No
Monthly
Condo
1,404
1,178,630
49
Male
38,133
Divorced
4
Bachelor's
Employed
20.791867
Suburban
Comprehensive
1
14
null
9
2022-03-16 15:21:39.134960
Poor
Yes
Daily
Apartment
563
1,178,631
24
Female
17,663
Single
0
PhD
Employed
24.822347
Urban
Basic
0
16
662
1
2022-05-27 15:21:39.134960
Average
Yes
Monthly
Condo
2,344
1,178,632
51
Female
5,531
Single
null
Bachelor's
Employed
19.142581
Urban
Comprehensive
0
6
759
6
2024-05-26 15:21:39.254678
Poor
No
Weekly
Apartment
62
1,178,633
50
Male
53,342
Single
1
Master's
Self-Employed
13.959862
Suburban
Premium
0
0
433
3
2024-04-08 15:21:39.190215
Average
No
Monthly
Condo
1,089
1,178,634
30
Male
116,576
Single
4
Master's
null
33.812103
Rural
Premium
0
11
352
5
2022-01-15 15:21:39.093681
Poor
Yes
Daily
Condo
3,410
1,178,635
37
Male
null
Single
0
Bachelor's
Unemployed
6.913228
Suburban
Comprehensive
0
2
356
5
2024-01-19 15:21:39.155231
Average
No
Rarely
Apartment
1,273
1,178,636
23
Female
null
null
null
Master's
Employed
23.244441
Urban
Comprehensive
2
4
575
9
2023-05-08 15:21:39.114118
Good
No
Monthly
Apartment
3,107
1,178,637
51
Female
35,063
Married
4
PhD
Self-Employed
20.543409
Suburban
Premium
0
1
772
7
2022-06-24 15:21:39.095696
Poor
Yes
Weekly
Condo
350
1,178,638
31
Female
2,057
Divorced
3
Bachelor's
Self-Employed
38.914995
Suburban
Comprehensive
0
9
744
2
2022-07-10 15:21:39.126661
Average
Yes
Rarely
House
2,156
1,178,639
53
Female
767
Married
3
PhD
null
29.05895
Suburban
Premium
1
10
699
9
2023-10-10 15:21:39.134960
Average
No
Weekly
Apartment
33
1,178,640
19
Male
14,541
Married
2
Bachelor's
null
38.017226
Rural
Basic
null
3
null
3
2020-10-13 15:21:39.186212
Poor
No
Monthly
Condo
112
1,178,641
40
Male
8,063
Divorced
2
PhD
null
19.896433
Rural
Premium
0
8
699
2
2021-03-25 15:21:39.081504
Poor
Yes
Rarely
Apartment
719
1,178,642
48
Male
23,270
Divorced
0
High School
Unemployed
15.430534
Rural
Comprehensive
null
12
785
9
2020-08-11 15:21:39.237118
Poor
No
Weekly
House
360
1,178,643
33
Male
108,838
Single
1
PhD
Employed
20.662241
Urban
Premium
null
2
477
2
2022-06-16 15:21:39.126661
Good
No
Weekly
House
2,466
1,178,644
61
Male
27,631
Married
0
Master's
Employed
41.012333
Urban
Comprehensive
1
17
545
8
2020-12-05 15:21:39.121169
Poor
No
Weekly
Condo
1,144
1,178,645
21
Male
48,284
Single
4
PhD
null
10.484555
Urban
Comprehensive
null
0
496
1
2021-09-30 15:21:39.193945
Average
No
Weekly
Apartment
227
1,178,646
38
Male
37,689
Married
null
High School
Self-Employed
24.637307
Suburban
Basic
1
9
767
7
2023-12-05 15:21:39.084065
Good
No
Rarely
Apartment
801
1,178,647
46
Female
26,246
Divorced
4
Bachelor's
Self-Employed
6.848965
Rural
Basic
1
13
529
2
2020-09-29 15:21:39.109552
Poor
Yes
Weekly
Condo
2,098
1,178,648
23
Male
4,854
Married
null
Master's
Employed
31.39488
Urban
Premium
3
14
634
6
2022-12-05 15:21:39.167099
Average
No
Rarely
House
28
1,178,649
37
Female
1,026
Married
3
PhD
Employed
47.849036
Urban
Comprehensive
null
8
330
4
2021-06-24 15:21:39.109552
Poor
Yes
Weekly
House
1,201
1,178,650
61
Male
28,233
Divorced
3
PhD
Employed
31.078104
Suburban
Basic
1
15
353
8
2024-08-05 15:21:39.290098
null
No
Weekly
Apartment
953
1,178,651
31
Female
19,067
Single
0
Bachelor's
null
20.167852
Urban
Basic
null
13
778
6
2021-05-08 15:21:39.097737
Average
No
Rarely
Condo
141
1,178,652
32
Female
14,787
Married
null
Master's
Unemployed
26.72479
Suburban
Basic
null
8
712
2
2023-07-20 15:21:39.170099
Poor
Yes
Daily
House
1,619
1,178,653
47
Female
10,086
Divorced
4
High School
Employed
null
Suburban
Premium
null
16
null
7
2022-08-22 15:21:39.097737
Poor
No
Monthly
Condo
441
1,178,654
50
Female
107,812
Single
4
Master's
null
25.078248
Suburban
Comprehensive
0
14
477
4
2021-02-05 15:21:39.285112
Poor
Yes
Monthly
Apartment
2,075
1,178,655
37
Male
26,604
Married
2
PhD
null
30.83537
Suburban
Premium
2
17
767
5
2020-11-27 15:21:39.237118
Good
Yes
Monthly
House
1,131
1,178,656
33
Female
65,387
Single
3
Bachelor's
null
14.243431
Suburban
Premium
null
3
442
2
2019-12-14 15:21:39.263607
Average
No
Rarely
Apartment
602
1,178,657
33
Female
63,768
Divorced
2
PhD
Self-Employed
35.55649
Urban
Comprehensive
0
12
434
5
2021-02-08 15:21:39.207847
Average
Yes
Daily
Condo
476
1,178,658
62
Female
126,974
Married
2
Bachelor's
Employed
38.072117
Rural
Comprehensive
0
19
437
6
2022-07-17 15:21:39.134960
Poor
Yes
Weekly
Apartment
710
1,178,659
31
Male
50,250
Single
1
Master's
Self-Employed
22.944851
Urban
Basic
null
1
585
3
2022-11-24 15:21:39.271453
Good
No
Daily
Apartment
219
1,178,660
56
Female
124,978
null
1
High School
Employed
36.287946
Rural
Premium
2
15
632
9
2022-09-19 15:21:39.250151
Poor
No
Weekly
Apartment
556
1,178,661
56
Male
null
Married
4
High School
null
39.705922
Rural
Premium
0
10
675
9
2019-11-19 15:21:39.226954
Average
Yes
Weekly
Condo
111
1,178,662
29
Male
26,777
Divorced
1
PhD
Unemployed
39.423365
Urban
Premium
1
2
null
9
2021-06-17 15:21:39.090124
Poor
No
Daily
House
319
1,178,663
18
Male
110,256
Single
2
High School
Unemployed
17.827107
Suburban
Premium
null
0
454
3
2023-02-10 15:21:39.288099
Poor
Yes
Weekly
Apartment
874
1,178,664
23
Female
92,955
Divorced
4
Master's
Employed
20.56656
Suburban
Basic
null
3
456
7
2021-05-26 15:21:39.108562
Average
Yes
Daily
House
1,547
1,178,665
46
Male
18,028
Single
1
PhD
Employed
33.75453
Suburban
Basic
1
3
809
4
2022-04-12 15:21:39.256696
Poor
Yes
Rarely
Apartment
418
1,178,666
46
Male
34,205
Single
4
Bachelor's
null
13.441888
Suburban
Basic
0
15
614
7
2019-11-11 15:21:39.152732
Poor
Yes
Rarely
House
817
1,178,667
55
Female
8,053
Married
2
High School
Self-Employed
29.829105
Urban
Premium
null
8
null
9
2023-10-29 15:21:39.155231
Average
No
Daily
Apartment
842
1,178,668
37
Male
6,825
Married
4
Master's
Unemployed
13.41652
Suburban
Premium
1
19
461
9
2023-12-10 15:21:39.151732
Average
No
Rarely
House
671
1,178,669
56
Female
29,091
Married
1
Bachelor's
Employed
32.078235
Suburban
Premium
null
19
463
8
2020-01-28 15:21:39.252145
Good
Yes
Monthly
House
798
1,178,670
40
Female
25,844
Divorced
0
PhD
Self-Employed
42.310726
Suburban
Basic
null
8
838
1
2019-09-24 15:21:39.152732
Average
No
Weekly
Condo
531
1,178,671
61
Female
21,597
Single
3
High School
Unemployed
14.073754
Rural
Basic
1
2
515
9
2023-08-15 15:21:39.155231
Average
Yes
Rarely
Apartment
23
1,178,672
20
Male
90
Single
0
High School
Self-Employed
32.155466
Urban
Premium
1
10
null
3
2022-03-17 15:21:39.155231
Average
No
Rarely
Condo
619
1,178,673
18
Male
17,013
Divorced
4
Bachelor's
Unemployed
13.936659
Rural
Premium
null
12
567
4
2023-11-19 15:21:39.252145
Average
No
Weekly
Condo
1,033
1,178,674
36
Male
128,865
Married
1
PhD
Unemployed
16.716429
Rural
Basic
2
14
447
9
2021-03-09 15:21:39.155231
Average
Yes
Rarely
Apartment
26
1,178,675
51
Male
27,114
Single
null
Bachelor's
null
28.448044
Urban
Premium
0
15
null
6
2021-01-10 15:21:39.084065
Poor
No
Rarely
Condo
549
1,178,676
24
Male
17,091
Married
3
PhD
Unemployed
14.818903
Urban
Basic
null
12
682
5
2022-10-08 15:21:39.130190
Average
Yes
Rarely
House
662
1,178,677
24
Female
20,313
Married
3
Master's
null
19.739204
Suburban
Comprehensive
0
15
580
1
2022-09-06 15:21:39.134960
Average
Yes
Rarely
House
1,414
1,178,678
30
Male
74,839
Married
4
Bachelor's
Unemployed
33.606499
Suburban
Comprehensive
2
3
588
3
2022-07-06 15:21:39.231531
Good
No
Daily
House
1,849
1,178,679
57
Male
28,672
Single
1
Master's
Unemployed
34.664774
Urban
Premium
1
6
null
2
2022-12-07 15:21:39.095696
Average
No
Daily
House
1,355
1,178,680
39
Male
15,641
Single
4
High School
null
19.996955
Suburban
Premium
3
3
null
9
2019-08-24 15:21:39.174719
Poor
No
Rarely
Condo
1,531
1,178,681
44
Female
null
Married
null
Bachelor's
null
10.72216
Rural
Comprehensive
0
19
489
6
2022-12-07 15:21:39.155231
Average
No
Rarely
Apartment
48
1,178,682
37
Male
19,071
Married
4
Master's
null
49.107895
Urban
Premium
null
4
693
7
2024-07-21 15:21:39.164044
Good
No
Daily
Condo
1,287
1,178,683
22
Female
1,027
Single
0
PhD
Employed
29.514712
Rural
Basic
2
15
null
8
2022-05-18 15:21:39.172097
Average
No
Rarely
Apartment
686
1,178,684
19
Male
19,532
Single
0
Master's
Employed
23.125003
Rural
Premium
1
8
486
7
2023-06-11 15:21:39.252145
Average
No
Monthly
Condo
195
1,178,685
24
Female
3,837
Single
0
Bachelor's
Self-Employed
4.717016
Suburban
Premium
null
4
464
9
2022-09-12 15:21:39.201446
null
No
Rarely
House
882
1,178,686
32
Female
11,588
Married
3
Master's
null
12.794584
Urban
Premium
null
10
null
1
2021-03-20 15:21:39.280784
Average
No
Rarely
Apartment
1,113
1,178,687
19
Male
null
Single
2
High School
Employed
41.142318
Rural
Comprehensive
3
18
799
1
2022-07-29 15:21:39.180553
Average
No
Weekly
Condo
29
1,178,688
18
Female
30,650
Divorced
null
High School
null
47.452905
Urban
Premium
0
15
583
1
2023-03-18 15:21:39.171102
Good
No
Rarely
House
1,073
1,178,689
47
Male
67,763
Single
2
Bachelor's
Self-Employed
48.715281
Rural
Basic
null
14
710
3
2019-11-28 15:21:39.155231
Good
No
Rarely
House
2,564
1,178,690
18
Female
18,442
Single
3
PhD
Employed
25.835654
Suburban
Premium
0
8
548
5
2022-08-15 15:21:39.155231
Average
Yes
Daily
Condo
1,011
1,178,691
44
Male
24,595
Married
0
PhD
null
27.929304
Suburban
Premium
0
1
null
7
2022-04-14 15:21:39.274993
Average
Yes
Monthly
Apartment
472
1,178,692
47
Female
1,448
Married
3
Bachelor's
null
4.539638
Suburban
Premium
3
13
381
9
2022-03-24 15:21:39.285112
Poor
No
Weekly
Condo
692
1,178,693
38
Male
127,812
Single
2
Bachelor's
Employed
7.708549
Rural
Comprehensive
null
9
447
9
2020-11-24 15:21:39.208842
Average
Yes
Rarely
Condo
1,138
1,178,694
23
Female
25,683
Divorced
1
PhD
Unemployed
36.858009
Suburban
Basic
2
17
689
2
2022-09-14 15:21:39.189223
Good
Yes
Weekly
House
1,483
1,178,695
30
Male
110,142
Married
4
Bachelor's
null
50.8495
Rural
Comprehensive
null
0
734
4
2023-08-14 15:21:39.155231
Good
Yes
Weekly
House
37
1,178,696
24
Male
17,991
Single
3
High School
null
23.353071
Suburban
Basic
1
18
639
3
2020-10-11 15:21:39.134960
Poor
Yes
Weekly
House
1,310
1,178,697
32
Female
24,111
Married
0
High School
null
32.839875
Rural
Premium
0
16
null
8
2022-02-07 15:21:39.190215
Average
No
Weekly
Apartment
755
1,178,698
41
Male
11,729
Divorced
1
High School
null
18.722891
Urban
Premium
1
12
631
7
2019-08-31 15:21:39.175719
Good
No
Daily
Apartment
533
1,178,699
42
Male
818
Married
2
Bachelor's
null
30.454048
Urban
Premium
null
2
402
9
2022-04-28 15:21:39.237118
Poor
Yes
Monthly
Condo
763