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
1,176,800
57
Male
62,657
Single
1
High School
null
45.81739
Urban
Premium
null
5
null
6
2020-05-21 15:21:39.265513
Good
Yes
Rarely
Condo
287
1,176,801
34
Female
48,012
null
null
Bachelor's
null
7.711422
Suburban
Premium
2
1
null
5
2019-09-19 15:21:39.209847
Poor
Yes
Rarely
House
1,189
1,176,802
null
Female
1,006
Single
2
High School
Employed
26.836119
Rural
Premium
null
2
436
7
2021-05-12 15:21:39.181605
Good
No
Weekly
House
481
1,176,803
57
Female
9,947
Married
2
High School
null
51.5177
Suburban
Premium
0
18
744
9
2023-10-02 15:21:39.090124
null
Yes
Monthly
Apartment
543
1,176,804
24
Female
91,426
Married
4
PhD
null
23.69292
Suburban
Basic
null
12
null
6
2020-09-06 15:21:39.134960
Good
Yes
Daily
Condo
100
1,176,805
60
Male
65,638
Single
4
Bachelor's
Self-Employed
35.829437
Rural
Premium
0
14
441
2
2020-12-14 15:21:39.271453
Average
No
Daily
Apartment
1,297
1,176,806
36
Female
17,272
Divorced
2
Master's
null
19.083972
Rural
Premium
1
11
589
8
2022-03-19 15:21:39.289099
Poor
Yes
Rarely
Apartment
589
1,176,807
32
Female
75,909
Divorced
2
PhD
Employed
22.796038
Suburban
Premium
null
3
488
4
2021-05-08 15:21:39.264504
Average
Yes
Rarely
Condo
24
1,176,808
56
Female
76,653
Single
4
PhD
null
4.104211
Urban
Premium
null
17
452
6
2019-12-21 15:21:39.194829
Good
No
Daily
House
786
1,176,809
21
Female
3,689
Divorced
4
Master's
Self-Employed
8.946553
Rural
Premium
2
16
734
7
2024-02-14 15:21:39.155231
Good
Yes
Weekly
Condo
1,258
1,176,810
39
Female
56,531
Single
2
High School
null
23.271824
Suburban
Premium
null
6
430
9
2022-04-24 15:21:39.278402
Average
No
Weekly
Condo
906
1,176,811
49
Female
36,316
Divorced
0
PhD
Employed
21.816707
Rural
Comprehensive
0
6
709
9
2022-05-03 15:21:39.187211
Good
Yes
Weekly
Apartment
790
1,176,812
35
Female
2,858
Divorced
0
Bachelor's
null
40.361224
Suburban
Premium
0
13
397
9
2020-08-21 15:21:39.185215
Poor
Yes
Monthly
Apartment
1,035
1,176,813
53
Male
16,985
Divorced
4
PhD
Unemployed
null
Rural
Basic
1
15
null
5
2023-03-08 15:21:39.175719
Poor
Yes
Daily
Apartment
1,839
1,176,814
51
Male
635
Divorced
4
Bachelor's
Unemployed
39.835845
Rural
Premium
null
16
652
3
2023-04-15 15:21:39.206847
Good
No
Monthly
House
2,946
1,176,815
25
Female
114,418
Divorced
4
PhD
Employed
45.039152
Suburban
Comprehensive
null
13
343
6
2020-07-07 15:21:39.237118
null
Yes
Daily
Condo
981
1,176,816
29
Male
81,132
Divorced
1
Master's
null
27.634396
Urban
Comprehensive
2
7
682
6
2021-11-19 15:21:39.226954
null
Yes
Rarely
Condo
26
1,176,817
62
Female
116,995
Divorced
3
Master's
Unemployed
23.525646
Urban
Premium
0
1
788
4
2023-01-01 15:21:39.268507
Poor
Yes
Monthly
Apartment
428
1,176,818
60
Male
75,989
Single
4
High School
Employed
26.294761
Suburban
Premium
1
19
359
1
2020-10-22 15:21:39.155231
Good
Yes
Weekly
Apartment
1,044
1,176,819
52
Male
3,610
Divorced
1
High School
Unemployed
7.888345
Urban
Basic
2
13
462
5
2023-10-12 15:21:39.186212
Good
Yes
Daily
Condo
686
1,176,820
41
Female
72,327
Married
0
High School
Self-Employed
30.185514
Rural
Basic
0
6
353
5
2020-01-09 15:21:39.202448
Good
Yes
Daily
House
1,341
1,176,821
43
Male
null
Divorced
3
PhD
Employed
35.392447
Rural
Basic
null
14
727
2
2021-01-30 15:21:39.117183
Poor
No
Daily
Apartment
74
1,176,822
20
Male
9,093
Married
0
PhD
null
10.868171
Urban
Basic
null
13
554
2
2022-08-25 15:21:39.155231
Average
Yes
Weekly
House
474
1,176,823
39
Female
44,936
Married
2
Bachelor's
Employed
15.967131
Urban
Comprehensive
1
12
486
2
2020-03-13 15:21:39.205850
Average
Yes
Monthly
Apartment
619
1,176,824
46
Female
11,292
Married
0
PhD
Unemployed
40.265729
Suburban
Comprehensive
null
8
null
7
2021-11-06 15:21:39.254678
Good
Yes
Daily
House
638
1,176,825
36
Male
3,740
Married
3
Master's
Self-Employed
null
Rural
Premium
null
10
676
7
2020-02-01 15:21:39.155231
Poor
Yes
Rarely
Condo
1,542
1,176,826
27
Male
3,067
Single
3
Master's
Self-Employed
39.177595
Suburban
Premium
0
6
766
8
2020-06-09 15:21:39.265513
null
Yes
Rarely
Condo
537
1,176,827
63
Female
26,344
Married
4
PhD
Employed
30.567357
Urban
Basic
1
15
null
8
2021-07-13 15:21:39.134960
Poor
No
Monthly
Apartment
637
1,176,828
50
Female
64,970
Married
1
PhD
Unemployed
22.977281
Urban
Comprehensive
null
12
478
9
2020-08-30 15:21:39.255696
Poor
Yes
Daily
Condo
378
1,176,829
55
Female
44,969
Married
4
Master's
null
40.246764
Urban
Premium
0
16
659
3
2022-07-26 15:21:39.182597
Average
Yes
Monthly
Apartment
1,034
1,176,830
56
Female
27,116
Divorced
0
PhD
Employed
33.994835
Suburban
Basic
2
8
772
6
2023-07-09 15:21:39.155231
Average
Yes
Weekly
Apartment
1,037
1,176,831
43
Male
19,986
Married
4
PhD
Unemployed
35.696857
Urban
Basic
0
3
487
2
2023-08-22 15:21:39.179186
Poor
No
Monthly
Apartment
714
1,176,832
33
Male
3,868
Divorced
3
PhD
null
null
Suburban
Basic
0
14
557
9
2021-06-22 15:21:39.155231
Average
No
Daily
Condo
1,329
1,176,833
36
Female
16,210
Married
2
High School
Self-Employed
43.593436
Urban
Basic
null
8
352
7
2022-05-06 15:21:39.184157
Poor
Yes
Monthly
Apartment
616
1,176,834
51
Female
18,227
Divorced
4
High School
Unemployed
17.959069
Rural
Basic
0
10
613
6
2022-10-10 15:21:39.198406
Average
Yes
Rarely
House
1,442
1,176,835
59
Female
43,916
Divorced
null
Master's
Self-Employed
null
Urban
Premium
2
6
731
7
2023-01-14 15:21:39.147735
Average
No
Monthly
Apartment
1,015
1,176,836
33
Male
16,892
Single
3
High School
Unemployed
33.261616
Rural
Comprehensive
3
16
null
3
2020-03-20 15:21:39.272456
Good
Yes
Monthly
Apartment
1,734
1,176,837
54
Female
16,077
Single
null
Bachelor's
null
13.009897
Suburban
Comprehensive
1
17
470
4
2024-01-30 15:21:39.080440
Good
Yes
Monthly
Condo
2,061
1,176,838
62
Female
46,494
Single
null
PhD
Self-Employed
null
Suburban
Premium
3
10
424
5
2020-08-04 15:21:39.261856
Average
Yes
Weekly
Apartment
1,109
1,176,839
null
Female
7,811
null
1
Bachelor's
null
15.983633
Suburban
Basic
null
7
542
5
2020-10-28 15:21:39.133866
Good
Yes
Rarely
Condo
870
1,176,840
58
Female
82,263
Married
3
High School
Unemployed
18.991384
Urban
Comprehensive
1
17
361
8
2022-07-14 15:21:39.271453
Poor
Yes
Daily
Condo
2,501
1,176,841
62
Female
null
null
1
High School
Self-Employed
20.181188
Suburban
Basic
null
11
508
9
2021-11-09 15:21:39.223901
Average
No
Monthly
House
260
1,176,842
42
Male
17,053
Married
4
High School
Employed
35.99807
Rural
Comprehensive
0
2
745
9
2022-06-20 15:21:39.286113
Average
Yes
Monthly
Apartment
518
1,176,843
28
Female
36,008
Married
0
High School
null
17.099632
Suburban
Premium
1
1
846
7
2023-06-10 15:21:39.091080
Good
No
Daily
House
870
1,176,844
51
Female
25,917
Divorced
4
Bachelor's
Employed
25.798723
Rural
Premium
1
15
731
4
2022-12-20 15:21:39.155231
Average
No
Rarely
House
857
1,176,845
24
Female
18,313
Divorced
3
Bachelor's
Employed
19.569669
Urban
Comprehensive
0
15
796
7
2022-07-07 15:21:39.121169
Poor
Yes
Weekly
Apartment
657
1,176,846
20
Male
46,327
Married
3
Master's
null
18.531502
Suburban
Basic
1
2
657
8
2024-01-23 15:21:39.256696
Good
Yes
Rarely
House
783
1,176,847
25
Male
29,839
Single
1
PhD
null
30.823106
Rural
Premium
0
16
790
7
2021-09-19 15:21:39.237118
Average
No
Rarely
Apartment
2,546
1,176,848
53
Male
22,553
Divorced
0
Master's
Employed
30.097449
Suburban
Premium
null
17
null
8
2021-04-18 15:21:39.182597
Poor
No
Rarely
Condo
1,307
1,176,849
62
Male
44,927
Single
3
Bachelor's
null
36.822751
Suburban
Basic
null
12
577
6
2023-06-01 15:21:39.134960
Good
Yes
Daily
House
1,609
1,176,850
54
Female
17,227
Married
4
Bachelor's
null
30.923997
Urban
Comprehensive
0
8
626
9
2024-07-17 15:21:39.144722
Good
No
Weekly
House
930
1,176,851
37
Male
8,910
Divorced
3
Bachelor's
null
13.938123
Rural
Basic
2
17
542
8
2022-02-06 15:21:39.131192
Poor
No
Rarely
House
3,447
1,176,852
35
Male
5,926
Single
null
PhD
Unemployed
14.734666
Urban
Basic
1
5
695
5
2022-04-24 15:21:39.149731
Poor
Yes
Rarely
Condo
596
1,176,853
64
Male
15,642
Married
3
Bachelor's
Self-Employed
18.595327
Urban
Basic
0
6
612
4
2022-03-12 15:21:39.237118
Average
Yes
Weekly
Condo
741
1,176,854
30
Male
52,832
Single
3
High School
Unemployed
33.717472
Suburban
Basic
3
2
370
2
2023-07-14 15:21:39.237118
Average
Yes
Monthly
House
1,618
1,176,855
59
Female
45,650
Divorced
4
Master's
Self-Employed
16.847451
Rural
Comprehensive
1
15
null
7
2024-01-08 15:21:39.172097
Poor
Yes
Daily
Condo
986
1,176,856
37
Female
13,081
Married
3
Master's
Unemployed
14.839728
Rural
Premium
0
19
434
9
2020-12-27 15:21:39.274993
Good
No
Monthly
House
852
1,176,857
45
Male
9,082
Divorced
3
Bachelor's
null
24.868757
Urban
Basic
null
17
674
7
2021-05-13 15:21:39.155231
Poor
Yes
Monthly
House
518
1,176,858
48
Male
18,443
Divorced
2
Bachelor's
Self-Employed
29.964179
Rural
Basic
null
3
464
5
2021-07-18 15:21:39.083497
Poor
Yes
Daily
Condo
1,316
1,176,859
46
Male
73,394
Married
3
High School
null
12.443598
Rural
Comprehensive
null
5
319
9
2022-11-30 15:21:39.194829
null
No
Rarely
Apartment
48
1,176,860
62
Female
20,597
Divorced
1
PhD
null
11.657071
Rural
Comprehensive
null
1
null
9
2020-05-10 15:21:39.237118
Good
No
Daily
Apartment
35
1,176,861
26
Female
39,752
Divorced
2
Bachelor's
null
21.513816
Urban
Comprehensive
1
18
null
8
2020-10-03 15:21:39.118178
Poor
No
Rarely
Condo
2,976
1,176,862
48
Female
41,115
Married
3
PhD
Self-Employed
8.63859
Rural
Basic
1
18
515
3
2024-02-15 15:21:39.271453
Good
No
Weekly
Condo
285
1,176,863
60
Male
17,091
Married
3
Master's
null
23.404479
Urban
Comprehensive
3
8
468
6
2020-06-19 15:21:39.188220
Average
No
Rarely
Condo
49
1,176,864
41
Female
29,093
Divorced
0
High School
null
null
Rural
Premium
null
12
646
7
2019-10-18 15:21:39.245086
Good
No
Monthly
Condo
595
1,176,865
31
Male
1,138
Divorced
0
PhD
Employed
15.955102
Urban
Premium
1
2
706
9
2022-04-21 15:21:39.134960
Good
Yes
Monthly
Condo
67
1,176,866
56
Female
45,971
Single
3
Bachelor's
Unemployed
48.365514
Suburban
Premium
null
6
456
8
2022-03-06 15:21:39.200452
Poor
No
Daily
Apartment
2,580
1,176,867
54
Male
5,868
Married
0
Master's
Unemployed
34.0598
Rural
Basic
0
12
622
9
2021-06-08 15:21:39.095696
Average
Yes
Weekly
Apartment
788
1,176,868
44
Female
48,969
Married
4
Master's
null
8.959215
Urban
Premium
2
9
335
8
2024-03-04 15:21:39.155231
Good
Yes
Monthly
Apartment
437
1,176,869
54
Female
914
Single
2
PhD
Unemployed
null
Rural
Comprehensive
null
8
647
8
2022-06-16 15:21:39.134960
Poor
Yes
Daily
House
590
1,176,870
33
Male
5,701
Divorced
1
Bachelor's
null
17.946388
Rural
Basic
0
18
668
2
2021-05-27 15:21:39.087123
Poor
Yes
Rarely
Condo
1,142
1,176,871
34
Female
44,574
Single
2
PhD
null
22.245718
Rural
Premium
1
14
555
4
2022-08-02 15:21:39.184157
null
Yes
Monthly
House
111
1,176,872
49
Female
6,169
Single
2
High School
null
31.894078
Rural
Premium
null
17
351
7
2020-09-18 15:21:39.246098
Poor
Yes
Rarely
House
1,568
1,176,873
59
Female
6,829
Married
null
Bachelor's
Employed
40.788357
Urban
Basic
null
12
571
2
2021-04-21 15:21:39.134960
Average
No
Monthly
House
2,323
1,176,874
53
Female
26,881
Married
0
High School
null
16.859674
Rural
Premium
null
4
null
3
2021-04-29 15:21:39.155231
Average
Yes
Monthly
House
923
1,176,875
47
Female
16,861
Single
1
Master's
Employed
37.973182
Rural
Comprehensive
null
5
706
9
2022-03-17 15:21:39.149731
Good
No
Daily
House
1,257
1,176,876
36
Female
23,827
Divorced
null
Master's
null
19.443907
Rural
Premium
3
2
392
4
2021-07-30 15:21:39.126661
Good
No
Daily
House
2,552
1,176,877
60
Female
381
Single
4
High School
null
26.988147
Suburban
Premium
2
13
786
1
2023-07-16 15:21:39.254678
Good
Yes
Weekly
House
1,873
1,176,878
23
Male
54,486
Married
null
Bachelor's
Self-Employed
31.638484
Urban
Premium
2
6
310
8
2021-02-18 15:21:39.134960
Poor
Yes
Weekly
Apartment
463
1,176,879
45
Male
2,042
Married
0
PhD
null
32.992602
Suburban
Basic
4
5
530
2
2023-04-13 15:21:39.190215
Good
No
Weekly
Apartment
1,355
1,176,880
35
Male
28,991
Married
0
PhD
Employed
8.794729
Urban
Premium
1
9
648
2
2020-01-08 15:21:39.134960
Average
Yes
Weekly
House
2,555
1,176,881
19
Male
null
Married
3
PhD
Employed
32.935889
Urban
Premium
null
10
414
9
2023-02-20 15:21:39.100695
Good
No
Monthly
House
357
1,176,882
21
Female
29,759
Single
0
Master's
Unemployed
34.275341
Suburban
Premium
1
19
null
8
2023-02-10 15:21:39.199447
Average
Yes
Daily
Apartment
23
1,176,883
36
Male
20,497
Married
3
PhD
Self-Employed
21.813336
Urban
Comprehensive
0
5
null
8
2020-06-14 15:21:39.252145
Average
No
Rarely
House
1,597
1,176,884
19
Male
10,098
Married
3
High School
Employed
31.093912
Rural
Basic
0
10
510
9
2020-03-21 15:21:39.186212
Average
Yes
Daily
House
1,430
1,176,885
35
Female
6,964
Married
1
High School
Self-Employed
8.869236
Suburban
Premium
null
13
null
9
2024-05-23 15:21:39.256696
Good
Yes
Monthly
House
598
1,176,886
61
Male
67,873
Divorced
3
Bachelor's
Employed
11.940502
Rural
Basic
2
11
683
4
2022-12-22 15:21:39.120168
Average
No
Monthly
Apartment
2,135
1,176,887
37
Male
13,497
Divorced
1
Bachelor's
Self-Employed
31.037448
Suburban
Basic
1
4
829
8
2020-02-10 15:21:39.237118
Average
No
Rarely
Condo
1,474
1,176,888
33
Female
2,637
Divorced
2
High School
Self-Employed
18.912138
Suburban
Basic
0
9
null
7
2019-10-19 15:21:39.222387
Poor
Yes
Weekly
Condo
654
1,176,889
56
Female
37,207
Married
3
Master's
null
38.249839
Suburban
Basic
null
19
529
7
2021-08-02 15:21:39.146733
Good
Yes
Rarely
Condo
615
1,176,890
24
Male
30,377
Divorced
2
Master's
Employed
4.289416
Rural
Basic
null
16
812
9
2023-08-12 15:21:39.154008
Good
No
Monthly
Apartment
1,206
1,176,891
25
Male
53,476
Divorced
3
Bachelor's
Unemployed
12.639364
Suburban
Comprehensive
null
4
406
3
2020-01-11 15:21:39.248098
Average
Yes
Daily
Apartment
1,043
1,176,892
59
Female
14,081
Divorced
1
High School
Unemployed
18.625969
Suburban
Basic
1
14
703
2
2020-01-30 15:21:39.179186
Average
Yes
Weekly
Apartment
1,251
1,176,893
52
Male
106,963
Single
3
High School
Self-Employed
14.778112
Urban
Basic
2
4
835
5
2021-06-08 15:21:39.285112
Average
No
Monthly
Apartment
86
1,176,894
33
Female
33,506
Single
1
Master's
Unemployed
6.837696
Rural
Basic
1
5
792
2
2021-07-18 15:21:39.134960
Average
Yes
Weekly
Apartment
966
1,176,895
31
Female
51,135
Single
4
Bachelor's
Unemployed
30.495856
Urban
Premium
1
14
387
9
2022-04-30 15:21:39.155231
Good
Yes
Rarely
Condo
936
1,176,896
25
Male
null
Single
3
Master's
null
46.171988
Rural
Basic
1
13
335
8
2020-12-02 15:21:39.198406
Good
No
Daily
Condo
507
1,176,897
37
Female
25,155
Single
0
Master's
Employed
20.398886
Urban
Premium
null
13
604
8
2024-01-06 15:21:39.185215
Poor
Yes
Weekly
Apartment
1,590
1,176,898
36
Male
60,969
Married
0
High School
null
11.472822
Suburban
Basic
2
17
644
1
2024-06-05 15:21:39.167099
Poor
Yes
Monthly
House
83
1,176,899
63
Female
14,072
Divorced
3
High School
Unemployed
13.619657
Rural
Basic
null
14
574
4
2021-01-01 15:21:39.087123
Poor
Yes
Rarely
Condo
696