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
1,170,600
59
Female
4,428
Married
3
Master's
null
16.827258
Rural
Basic
3
13
629
9
2024-07-09 15:21:39.155231
Average
Yes
Rarely
House
303
1,170,601
52
Male
83,715
Divorced
null
Bachelor's
Employed
null
Urban
Premium
1
0
657
9
2020-08-23 15:21:39.250151
null
Yes
Monthly
Condo
618
1,170,602
51
Male
13,894
Married
null
High School
null
9.509311
Rural
Premium
3
18
765
8
2019-10-18 15:21:39.134960
Poor
Yes
Rarely
Apartment
693
1,170,603
31
Male
45,664
Divorced
3
High School
Employed
23.40657
Rural
Basic
3
12
778
7
2023-12-28 15:21:39.097737
Poor
Yes
Weekly
Condo
3,381
1,170,604
44
Male
null
Single
2
Bachelor's
Self-Employed
19.232336
Rural
Premium
2
19
835
6
2020-06-02 15:21:39.134960
Good
Yes
Rarely
Apartment
2,041
1,170,605
55
Female
105,719
Single
0
Master's
null
20.094476
Suburban
Premium
null
6
403
1
2022-12-16 15:21:39.224915
Poor
No
Rarely
Condo
835
1,170,606
58
Female
749
Single
0
High School
Employed
18.753313
Urban
Premium
null
11
null
1
2022-01-20 15:21:39.223901
Good
Yes
Monthly
Apartment
4,084
1,170,607
37
Female
1,678
Married
2
High School
Unemployed
30.456668
Rural
Basic
1
15
437
2
2022-04-29 15:21:39.181605
Good
Yes
Rarely
Apartment
276
1,170,608
63
Female
823
Single
4
Bachelor's
Unemployed
21.878132
Suburban
Basic
2
14
635
2
2022-06-27 15:21:39.155231
Good
No
Daily
Condo
1,132
1,170,609
45
Female
74,941
Single
4
Bachelor's
Employed
35.876341
Suburban
Premium
null
9
348
5
2022-12-02 15:21:39.091080
Poor
Yes
Weekly
House
1,037
1,170,610
38
Female
30,286
Divorced
4
Bachelor's
null
23.284056
Suburban
Basic
0
10
null
6
2020-08-24 15:21:39.194829
Good
Yes
Monthly
Condo
442
1,170,611
47
Female
43,892
Single
4
Bachelor's
Unemployed
47.501546
Urban
Comprehensive
null
14
759
9
2024-02-19 15:21:39.201446
Poor
No
Rarely
House
372
1,170,612
48
Male
6,821
Divorced
4
Master's
Unemployed
36.948896
Suburban
Basic
null
18
518
7
2024-06-02 15:21:39.237118
Average
No
Monthly
Condo
2,745
1,170,613
30
Female
34,239
Married
2
Bachelor's
Self-Employed
11.566234
Urban
Premium
1
3
822
5
2022-04-28 15:21:39.086123
Poor
No
Rarely
Apartment
1,367
1,170,614
32
Male
15,893
Single
2
Master's
Employed
20.083674
Suburban
Premium
2
9
705
5
2021-11-17 15:21:39.257696
Poor
Yes
Monthly
Apartment
462
1,170,615
37
Male
28,574
Single
3
PhD
Unemployed
null
Urban
Premium
2
5
391
5
2022-09-19 15:21:39.134960
Good
No
Daily
Apartment
2,918
1,170,616
61
Male
13,300
Divorced
2
High School
Self-Employed
26.90422
Urban
Premium
0
19
null
1
2024-06-29 15:21:39.254678
Good
No
Monthly
Condo
1,215
1,170,617
24
Female
43,746
Single
0
Master's
Self-Employed
33.638235
Suburban
Basic
null
7
null
6
2024-05-25 15:21:39.223901
Average
No
Monthly
Condo
652
1,170,618
64
Male
31,602
Divorced
2
Bachelor's
null
18.153947
Rural
Comprehensive
1
6
302
8
2024-04-12 15:21:39.196387
null
Yes
Monthly
House
801
1,170,619
57
Male
15,123
Divorced
null
Master's
Employed
9.353349
Suburban
Premium
0
9
null
4
2020-10-28 15:21:39.102694
Poor
No
Monthly
House
495
1,170,620
60
Female
24,894
Married
4
PhD
Unemployed
null
Urban
Premium
0
17
null
1
2019-12-19 15:21:39.089116
Average
No
Rarely
Condo
719
1,170,621
37
Female
null
Single
3
High School
Unemployed
14.286971
Suburban
Basic
0
19
728
2
2022-09-15 15:21:39.237118
Good
Yes
Rarely
Apartment
112
1,170,622
56
Male
15,585
Married
0
High School
Self-Employed
14.883954
Urban
Premium
0
5
null
5
2022-10-11 15:21:39.263607
Good
No
Rarely
Condo
1,363
1,170,623
19
Female
5,121
Single
3
High School
Self-Employed
34.780518
Rural
Comprehensive
0
18
null
4
2023-06-06 15:21:39.126661
Good
No
Monthly
Apartment
766
1,170,624
23
Male
17,991
null
null
Bachelor's
null
25.076576
Rural
Comprehensive
1
9
678
8
2024-04-01 15:21:39.218388
Good
No
Rarely
House
1,666
1,170,625
20
Male
73,491
Divorced
3
High School
Employed
14.014002
Urban
Premium
0
18
446
5
2020-05-14 15:21:39.281787
null
Yes
Daily
Apartment
115
1,170,626
30
Male
17,764
Married
2
Bachelor's
null
24.907318
Urban
Premium
null
2
720
5
2020-05-05 15:21:39.177724
Good
No
Weekly
Condo
1,061
1,170,627
28
Female
3,069
Divorced
null
Master's
Unemployed
47.859762
Urban
Comprehensive
null
16
578
7
2019-10-17 15:21:39.155231
Poor
No
Weekly
Condo
129
1,170,628
22
Female
7,077
Single
2
Master's
Self-Employed
37.964738
Rural
Basic
0
18
607
3
2022-12-22 15:21:39.152732
Poor
Yes
Rarely
Condo
876
1,170,629
32
Female
22,456
Single
1
Bachelor's
Employed
40.86012
Rural
Premium
null
18
648
7
2020-08-01 15:21:39.155231
Good
No
Weekly
House
164
1,170,630
62
Male
59,092
Single
1
Bachelor's
Unemployed
null
Urban
Basic
null
16
835
7
2020-02-20 15:21:39.237118
null
Yes
Rarely
House
1,639
1,170,631
64
Female
2,799
Married
2
Master's
Employed
24.756526
Rural
Basic
0
12
449
4
2021-11-11 15:21:39.274993
Good
Yes
Rarely
Condo
537
1,170,632
25
Male
101,827
Divorced
1
Master's
null
14.691244
Rural
Premium
6
18
498
1
2020-04-20 15:21:39.132191
Average
Yes
Weekly
House
1,808
1,170,633
56
Male
4,182
Single
0
Bachelor's
null
31.830918
Rural
Premium
1
2
543
1
2020-10-11 15:21:39.087123
Average
Yes
Daily
House
64
1,170,634
34
Female
71,813
Divorced
null
Bachelor's
Self-Employed
51.604415
Rural
Comprehensive
null
13
528
4
2023-08-30 15:21:39.144722
Good
No
Rarely
Apartment
1,497
1,170,635
46
Female
54,183
null
4
Bachelor's
Unemployed
42.331431
Rural
Basic
2
2
692
6
2022-06-07 15:21:39.226954
null
No
Monthly
Condo
740
1,170,636
27
Female
24,497
Single
0
Master's
Employed
40.82824
Rural
Basic
null
14
749
9
2020-09-29 15:21:39.147735
Poor
No
Daily
Condo
715
1,170,637
43
Male
7,053
Married
0
Bachelor's
null
35.436766
Rural
Comprehensive
1
6
532
6
2022-01-01 15:21:39.263607
Average
Yes
Rarely
Condo
1,138
1,170,638
46
Female
38,612
Divorced
4
PhD
Unemployed
8.185844
Suburban
Premium
0
18
573
9
2021-10-24 15:21:39.218388
Average
Yes
Rarely
Apartment
851
1,170,639
36
Female
26,883
Divorced
3
High School
Employed
41.492558
Suburban
Premium
0
12
579
8
2022-09-06 15:21:39.254678
Average
No
Daily
Apartment
609
1,170,640
39
Female
30,224
Married
0
PhD
Self-Employed
5.984445
Rural
Comprehensive
null
1
708
5
2022-08-27 15:21:39.185215
Average
Yes
Monthly
Apartment
1,209
1,170,641
57
Male
17,091
Divorced
4
Bachelor's
null
48.854188
Suburban
Comprehensive
2
1
592
4
2021-10-08 15:21:39.194829
Good
No
Weekly
Condo
616
1,170,642
24
Female
18,472
Married
2
Master's
null
22.640012
Urban
Comprehensive
null
18
846
1
2020-07-15 15:21:39.134960
Good
No
Rarely
House
1,355
1,170,643
34
Female
34,298
Married
3
Bachelor's
Employed
40.31872
Suburban
Premium
null
6
791
1
2024-07-24 15:21:39.121169
Average
No
Daily
House
618
1,170,644
29
Female
24,761
Divorced
1
PhD
Self-Employed
3.632603
Suburban
Premium
1
3
null
6
2023-01-14 15:21:39.132191
Average
Yes
Weekly
House
2,848
1,170,645
56
Male
31,534
Married
0
PhD
null
27.912957
Suburban
Comprehensive
null
10
498
1
2020-01-26 15:21:39.208842
Average
No
Rarely
Apartment
285
1,170,646
41
Male
7,903
Married
0
High School
Employed
11.094765
Urban
Basic
1
16
782
8
2023-01-29 15:21:39.287115
Average
No
Daily
House
3,279
1,170,647
42
Male
13,098
Married
0
Bachelor's
null
33.455503
Urban
Comprehensive
0
19
757
7
2023-11-11 15:21:39.134960
Poor
Yes
Daily
Condo
779
1,170,648
38
Female
5,931
Married
2
Master's
null
11.836764
Suburban
Basic
0
10
689
2
2024-03-03 15:21:39.253660
Average
Yes
Daily
Apartment
618
1,170,649
28
Male
5,892
Single
1
Bachelor's
Self-Employed
34.913463
Urban
Basic
1
12
659
7
2020-07-03 15:21:39.183598
Average
Yes
Daily
Condo
382
1,170,650
35
Male
25,265
Married
2
Master's
Self-Employed
31.839542
Rural
Premium
null
3
825
8
2023-12-01 15:21:39.204790
Average
No
Rarely
Apartment
582
1,170,651
61
Female
39,681
Married
3
Master's
null
21.933743
Urban
Comprehensive
null
12
559
4
2022-01-14 15:21:39.172097
Good
No
Weekly
Condo
616
1,170,652
51
Female
18,082
Divorced
2
High School
Unemployed
18.590158
Rural
Comprehensive
0
7
null
7
2020-04-03 15:21:39.134960
Average
Yes
Rarely
Condo
1,225
1,170,653
27
Male
46,258
Married
0
Master's
Self-Employed
31.636266
Suburban
Basic
3
14
null
9
2021-01-25 15:21:39.120168
Poor
Yes
Rarely
House
829
1,170,654
56
Female
89,906
Married
0
Bachelor's
Unemployed
27.726365
Suburban
Comprehensive
2
5
674
6
2022-12-29 15:21:39.134960
Good
No
Daily
Condo
2,872
1,170,655
57
Male
16,007
Single
null
Bachelor's
Self-Employed
31.977294
Urban
Comprehensive
0
18
null
2
2021-12-05 15:21:39.079128
Average
No
Daily
House
996
1,170,656
34
Male
17,013
Divorced
4
Master's
Self-Employed
26.004934
Suburban
Comprehensive
null
13
758
3
2020-08-20 15:21:39.131192
Good
Yes
Rarely
Apartment
802
1,170,657
20
Male
667
Married
3
Master's
null
49.97225
Suburban
Comprehensive
2
17
646
8
2021-08-20 15:21:39.097737
Average
No
Rarely
Condo
1,313
1,170,658
63
Female
4,059
Married
null
PhD
null
19.633996
Suburban
Basic
4
11
731
1
2021-12-14 15:21:39.174719
Average
No
Daily
Apartment
1,240
1,170,659
45
Male
17,092
Divorced
1
Master's
Unemployed
10.938144
Suburban
Comprehensive
null
19
null
7
2024-07-19 15:21:39.178918
Average
Yes
Weekly
Condo
669
1,170,660
57
Male
43,273
Single
3
Bachelor's
Employed
null
Suburban
Comprehensive
null
16
579
8
2020-03-15 15:21:39.154008
Average
Yes
Rarely
Condo
857
1,170,661
22
Male
43,882
Married
3
High School
Unemployed
19.857894
Rural
Basic
0
14
728
4
2022-03-16 15:21:39.093681
Average
No
Daily
Apartment
1,410
1,170,662
46
Female
31,327
Single
2
PhD
Self-Employed
9.95941
Rural
Premium
null
1
363
7
2021-08-31 15:21:39.111551
Poor
Yes
Weekly
House
1,101
1,170,663
64
Male
44,922
Married
2
Bachelor's
null
35.176684
Suburban
Comprehensive
null
6
687
4
2022-02-25 15:21:39.226954
Good
Yes
Daily
Condo
651
1,170,664
56
Female
5,879
Married
1
Master's
Employed
36.672564
Urban
Basic
0
17
837
2
2022-12-18 15:21:39.155231
Average
Yes
Daily
Condo
584
1,170,665
47
Male
29,055
Divorced
1
Master's
Self-Employed
20.640128
Urban
Comprehensive
2
5
638
6
2023-04-08 15:21:39.173834
Good
Yes
Monthly
House
2,413
1,170,666
42
Male
17,668
Single
1
Bachelor's
Self-Employed
17.868842
Suburban
Premium
1
14
null
3
2022-01-01 15:21:39.194829
Good
No
Rarely
House
1,069
1,170,667
26
Male
1,233
Divorced
0
Master's
Employed
51.96619
Urban
Comprehensive
null
17
775
5
2020-10-05 15:21:39.226954
Good
Yes
Daily
Apartment
671
1,170,668
26
Male
28,454
Married
0
Bachelor's
null
44.372993
Suburban
Basic
1
17
670
6
2021-09-27 15:21:39.164044
Poor
Yes
Rarely
House
669
1,170,669
31
Male
null
Single
3
High School
Unemployed
41.937258
Rural
Premium
null
5
443
1
2022-04-30 15:21:39.193945
Average
No
Daily
Apartment
1,985
1,170,670
38
Female
716
Divorced
4
High School
Employed
10.143062
Suburban
Comprehensive
2
7
749
4
2021-03-16 15:21:39.173834
Average
Yes
Weekly
Apartment
1,029
1,170,671
null
Female
9,994
Married
4
Master's
null
23.038156
Rural
Comprehensive
1
13
842
8
2022-03-18 15:21:39.289099
Average
Yes
Rarely
Apartment
2,030
1,170,672
48
Female
null
Married
0
PhD
Self-Employed
23.564125
Urban
Premium
1
19
434
1
2020-02-18 15:21:39.134960
Good
Yes
Weekly
Apartment
1,453
1,170,673
53
Male
43,886
Married
0
High School
Self-Employed
34.371352
Suburban
Basic
0
11
549
6
2020-05-08 15:21:39.155231
Poor
Yes
Rarely
Apartment
549
1,170,674
56
Female
39,681
Divorced
1
Bachelor's
Employed
27.00798
Rural
Basic
1
18
663
7
2023-04-15 15:21:39.147735
Good
No
Rarely
House
761
1,170,675
41
Male
86,978
Married
null
Master's
Self-Employed
14.984449
Urban
Premium
null
9
848
8
2024-04-21 15:21:39.088124
Good
No
Monthly
Apartment
397
1,170,676
27
Male
8,098
Divorced
3
Master's
Self-Employed
46.659656
Suburban
Comprehensive
1
3
740
6
2023-01-27 15:21:39.237118
Average
No
Monthly
House
590
1,170,677
34
Male
4,922
Married
3
High School
Employed
25.959332
Rural
Comprehensive
1
18
492
5
2021-06-10 15:21:39.279729
Good
Yes
Monthly
Condo
2,087
1,170,678
23
Female
43,517
Divorced
2
Bachelor's
null
21.162404
Rural
Comprehensive
1
17
746
8
2022-10-14 15:21:39.112553
Good
No
Daily
Apartment
2,056
1,170,679
64
Male
15,476
Divorced
1
Master's
Self-Employed
33.019906
Urban
Premium
0
1
573
7
2020-04-25 15:21:39.167099
Poor
Yes
Rarely
Apartment
2,094
1,170,680
34
Female
12,709
Divorced
null
High School
Employed
22.828677
Rural
Comprehensive
2
8
396
1
2023-10-29 15:21:39.086123
Average
Yes
Monthly
House
508
1,170,681
55
Female
27,391
Single
0
PhD
Unemployed
48.977211
Suburban
Basic
null
14
null
8
2020-06-27 15:21:39.155231
Average
No
Monthly
Condo
627
1,170,682
44
Female
53,391
Divorced
2
PhD
Unemployed
16.947252
Urban
Premium
2
15
734
4
2021-02-23 15:21:39.091080
Average
No
Weekly
Condo
2,635
1,170,683
37
Female
35,297
Divorced
3
High School
null
23.927097
Rural
Basic
1
15
null
6
2023-01-10 15:21:39.102694
Poor
Yes
Daily
Condo
1,132
1,170,684
47
Male
12,894
Divorced
4
Bachelor's
null
51.099543
Urban
Comprehensive
1
12
758
1
2023-10-13 15:21:39.144722
Poor
Yes
Daily
House
790
1,170,685
40
Male
34,699
Single
4
High School
Employed
33.097427
Rural
Basic
1
3
539
4
2021-08-07 15:21:39.181605
Average
Yes
Daily
Apartment
69
1,170,686
20
Male
125,089
Single
4
Bachelor's
Self-Employed
17.868019
Urban
Basic
0
19
438
5
2019-11-09 15:21:39.289099
Average
No
Weekly
House
1,354
1,170,687
46
Female
64,943
Divorced
2
High School
null
null
Urban
Basic
null
8
742
5
2021-02-21 15:21:39.274993
null
Yes
Daily
House
1,216
1,170,688
56
Male
48,967
Married
4
High School
Employed
28.895209
Urban
Comprehensive
null
10
358
7
2019-12-02 15:21:39.155231
Good
Yes
Daily
House
514
1,170,689
58
Male
66,634
Single
0
Master's
Employed
23.859316
Rural
Premium
0
0
479
2
2020-12-26 15:21:39.097737
Poor
No
Weekly
Condo
4,123
1,170,690
26
Female
null
Single
1
PhD
Unemployed
39.158037
Rural
Basic
2
3
327
9
2021-08-24 15:21:39.247098
Poor
No
Daily
Condo
740
1,170,691
32
Female
14,054
Married
3
Bachelor's
Employed
31.4479
Suburban
Premium
3
9
730
6
2023-08-10 15:21:39.229482
Good
No
Monthly
Apartment
845
1,170,692
61
Female
127,585
Single
3
Bachelor's
null
12.813981
Suburban
Basic
null
2
513
3
2019-11-08 15:21:39.199447
Good
No
Weekly
Apartment
387
1,170,693
58
Female
29,759
Single
2
PhD
Employed
31.44238
Suburban
Premium
0
5
null
5
2023-09-06 15:21:39.186212
Average
Yes
Rarely
Condo
1,036
1,170,694
52
Female
12,962
Single
1
PhD
Employed
19.504057
Urban
Basic
0
2
486
9
2023-01-16 15:21:39.155231
Good
No
Weekly
House
772
1,170,695
21
Female
36,373
Divorced
2
High School
null
34.754753
Rural
Premium
0
6
730
2
2021-03-03 15:21:39.134960
null
No
Monthly
House
20
1,170,696
60
Female
null
Single
1
PhD
null
14.913728
Rural
Basic
2
6
822
6
2022-08-15 15:21:39.093681
Good
Yes
Weekly
Condo
116
1,170,697
62
Female
51,136
Married
0
PhD
Employed
8.868486
Rural
Basic
0
11
433
2
2023-02-17 15:21:39.180553
Average
Yes
Daily
House
1,561
1,170,698
45
Female
16,262
Divorced
3
Master's
Unemployed
19.890811
Rural
Premium
null
0
452
8
2020-04-14 15:21:39.229482
null
No
Rarely
Condo
1,010
1,170,699
29
Female
null
Married
2
High School
Unemployed
22.66473
Suburban
Comprehensive
0
0
381
5
2023-01-25 15:21:39.134960
Average
No
Monthly
Condo
1,449