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
1,180,000
48
Male
18,382
Married
null
Bachelor's
null
13.935347
Suburban
Basic
null
10
null
7
2022-04-15 15:21:39.267454
Good
Yes
Monthly
Condo
828
1,180,001
53
Female
10,088
Divorced
0
Master's
null
43.26361
Rural
Basic
2
9
null
1
2019-10-14 15:21:39.282785
Good
No
Daily
House
1,309
1,180,002
28
Male
6,093
Married
4
Master's
Employed
17.917262
Suburban
Premium
2
9
null
1
2019-09-22 15:21:39.134960
Poor
Yes
Rarely
House
798
1,180,003
19
Male
18,997
Single
3
PhD
Unemployed
15.583974
Rural
Premium
1
15
769
2
2021-05-14 15:21:39.155231
Average
No
Weekly
House
472
1,180,004
55
Female
216
Married
4
Bachelor's
null
34.887672
Urban
Comprehensive
3
6
492
9
2023-10-08 15:21:39.132191
Average
Yes
Weekly
Condo
1,666
1,180,005
38
Male
3,988
Married
1
Master's
null
7.923891
Rural
Basic
0
2
437
5
2023-01-19 15:21:39.257696
Average
Yes
Rarely
House
1,852
1,180,006
60
Male
15,963
Single
1
Bachelor's
Unemployed
50.996693
Rural
Premium
null
14
742
3
2021-06-26 15:21:39.194829
Average
No
Monthly
House
2,918
1,180,007
47
Male
27,895
Married
4
Master's
null
37.522939
Rural
Comprehensive
1
18
711
3
2024-04-28 15:21:39.093681
Average
No
Rarely
Apartment
842
1,180,008
54
Male
94,586
Married
3
High School
Employed
5.715765
Suburban
Premium
1
18
369
3
2023-03-17 15:21:39.086123
Good
No
Daily
Condo
1,244
1,180,009
25
Male
41,976
Single
0
PhD
Employed
36.141614
Suburban
Basic
0
15
null
1
2023-12-26 15:21:39.103944
Average
Yes
Weekly
Apartment
1,192
1,180,010
26
Female
24,610
Married
2
Bachelor's
null
26.837205
Urban
Basic
1
17
null
1
2021-02-13 15:21:39.146733
Average
Yes
Rarely
House
472
1,180,011
48
Female
16,281
Divorced
1
High School
Self-Employed
24.755949
Suburban
Premium
null
4
541
3
2021-10-04 15:21:39.246098
Average
No
Daily
Condo
1,057
1,180,012
null
Male
23,151
Single
3
Bachelor's
Unemployed
20.08422
Suburban
Comprehensive
null
0
742
7
2022-07-06 15:21:39.132191
Poor
Yes
Weekly
Apartment
632
1,180,013
30
Female
47,377
Single
2
PhD
Unemployed
20.140624
Suburban
Premium
0
4
586
5
2024-02-17 15:21:39.146733
null
Yes
Rarely
House
272
1,180,014
57
Male
10,104
Single
null
PhD
Self-Employed
21.478436
Suburban
Premium
2
19
719
3
2022-04-05 15:21:39.134960
null
No
Daily
House
568
1,180,015
53
Female
null
Married
0
High School
Employed
4.869362
Suburban
Comprehensive
4
19
648
5
2020-02-27 15:21:39.099739
null
Yes
Monthly
Condo
3,031
1,180,016
29
Female
5,060
Married
0
Bachelor's
null
null
Urban
Premium
1
16
728
3
2020-11-22 15:21:39.226954
Average
No
Monthly
Apartment
561
1,180,017
56
Female
38,156
Married
1
Master's
Employed
5.633902
Suburban
Basic
1
13
704
6
2023-11-15 15:21:39.126661
Good
No
Rarely
Condo
24
1,180,018
46
Male
9,576
Married
3
Master's
null
31.967602
Suburban
Comprehensive
null
9
648
6
2023-12-26 15:21:39.170099
Average
Yes
Monthly
House
951
1,180,019
63
Female
20,882
Divorced
2
Bachelor's
Unemployed
18.38398
Suburban
Basic
0
0
825
1
2023-02-26 15:21:39.206847
Poor
No
Rarely
House
358
1,180,020
52
Male
111,026
Married
3
Master's
Self-Employed
25.973132
Rural
Basic
0
15
566
4
2020-08-03 15:21:39.188220
Average
No
Monthly
Condo
110
1,180,021
33
Male
56,847
Married
2
Master's
Employed
17.918124
Suburban
Premium
null
4
439
9
2024-02-22 15:21:39.253660
Average
No
Daily
Condo
604
1,180,022
35
Male
26,989
Married
1
Bachelor's
Employed
30.138027
Rural
Premium
null
8
602
2
2023-06-17 15:21:39.226954
Poor
Yes
Weekly
Apartment
2,070
1,180,023
61
Male
1,025
Single
2
Bachelor's
Unemployed
38.858987
Rural
Premium
null
3
498
5
2024-06-02 15:21:39.100695
Good
Yes
Rarely
Condo
489
1,180,024
59
Female
44,333
Single
1
Master's
Unemployed
41.342575
Suburban
Comprehensive
1
13
469
9
2020-03-27 15:21:39.237118
Good
No
Rarely
Condo
464
1,180,025
19
Female
11,705
Single
1
Bachelor's
Self-Employed
25.658959
Suburban
Basic
0
17
751
9
2021-06-19 15:21:39.265513
Poor
No
Weekly
House
736
1,180,026
31
Male
9,072
Single
2
Master's
Unemployed
30.719269
Rural
Comprehensive
1
12
null
4
2021-11-22 15:21:39.226954
Poor
Yes
Daily
Condo
382
1,180,027
48
Male
121,637
Divorced
3
PhD
Unemployed
18.010852
Suburban
Premium
1
17
371
8
2020-01-11 15:21:39.155231
Good
Yes
Weekly
Apartment
590
1,180,028
58
Male
5,966
Divorced
1
High School
Self-Employed
null
Suburban
Basic
null
7
554
2
2020-07-24 15:21:39.194829
Average
No
Rarely
House
941
1,180,029
31
Female
29,502
Divorced
4
PhD
Employed
10.035958
Suburban
Basic
1
3
756
1
2022-05-16 15:21:39.133866
Poor
No
Weekly
Apartment
1,534
1,180,030
60
Female
10,073
Married
1
Bachelor's
Self-Employed
36.077197
Suburban
Basic
0
4
517
8
2020-11-07 15:21:39.126661
Good
No
Monthly
Apartment
562
1,180,031
35
Female
30,779
Divorced
1
Bachelor's
null
8.577918
Urban
Basic
1
11
null
8
2020-03-21 15:21:39.155231
Good
No
Monthly
House
713
1,180,032
18
Female
39,069
Divorced
2
Bachelor's
Unemployed
11.097762
Rural
Premium
0
4
371
5
2024-03-22 15:21:39.237118
Poor
Yes
Daily
Apartment
1,731
1,180,033
39
Male
108,801
Divorced
0
High School
null
22.826365
Rural
Premium
4
11
434
7
2020-05-01 15:21:39.259788
Poor
No
Monthly
House
1,342
1,180,034
32
Male
2,494
Single
3
Bachelor's
null
27.483121
Urban
Basic
null
8
365
6
2024-01-12 15:21:39.281787
Good
No
Weekly
House
206
1,180,035
24
Female
122,635
Divorced
2
Master's
Employed
8.248516
Suburban
Comprehensive
null
19
393
3
2022-12-23 15:21:39.080440
Average
No
Weekly
Condo
2,977
1,180,036
24
Male
588
Divorced
4
Bachelor's
Self-Employed
19.811811
Urban
Comprehensive
0
10
639
2
2021-04-26 15:21:39.145732
Good
Yes
Daily
Apartment
2,339
1,180,037
48
Male
49,731
Divorced
0
PhD
null
20.624592
Suburban
Basic
null
16
766
1
2021-11-13 15:21:39.155231
null
No
Monthly
Condo
4,045
1,180,038
54
Female
5,864
Divorced
2
High School
null
10.937345
Rural
Basic
0
3
null
2
2022-05-30 15:21:39.124659
Average
Yes
Weekly
Condo
917
1,180,039
58
Male
42,052
Single
0
PhD
Self-Employed
7.59153
Suburban
Premium
null
5
493
7
2022-05-29 15:21:39.089116
Average
No
Rarely
Condo
380
1,180,040
49
Female
50,711
Divorced
4
Bachelor's
null
28.374325
Suburban
Premium
2
7
null
6
2021-09-27 15:21:39.134960
Good
Yes
Weekly
Condo
393
1,180,041
22
Male
103,491
Married
2
Master's
Employed
33.929491
Suburban
Comprehensive
0
10
362
2
2020-03-26 15:21:39.208842
Good
Yes
Weekly
House
2,554
1,180,042
41
Male
12,154
Married
4
Master's
null
31.939359
Suburban
Premium
null
12
null
2
2022-12-29 15:21:39.102694
Average
No
Weekly
House
1,174
1,180,043
56
Male
25,211
Single
1
PhD
Unemployed
33.756026
Suburban
Basic
1
14
508
2
2022-11-28 15:21:39.149731
Average
Yes
Rarely
Condo
884
1,180,044
41
Male
6,612
Single
0
Bachelor's
Self-Employed
40.338728
Urban
Basic
2
11
590
4
2023-08-20 15:21:39.116179
null
No
Daily
Apartment
151
1,180,045
58
Male
63,382
Single
null
High School
null
20.634138
Urban
Comprehensive
3
5
449
9
2023-03-18 15:21:39.279729
Poor
Yes
Rarely
Condo
362
1,180,046
48
Female
1,007
Married
2
Master's
Self-Employed
10.936355
Rural
Premium
1
11
706
4
2019-12-06 15:21:39.146733
Good
No
Daily
Condo
2,701
1,180,047
19
Male
65,791
Married
1
High School
Employed
30.991351
Rural
Basic
0
18
705
5
2024-05-26 15:21:39.224915
Average
No
Rarely
House
227
1,180,048
27
Female
93,060
Married
3
High School
Self-Employed
27.84141
Urban
Basic
1
19
456
9
2020-11-10 15:21:39.092127
Good
Yes
Weekly
Condo
1,045
1,180,049
25
Male
17,391
Divorced
null
High School
Unemployed
20.438616
Urban
Comprehensive
0
13
814
6
2023-12-09 15:21:39.147735
Poor
No
Weekly
House
1,414
1,180,050
null
Male
39,938
Single
4
Master's
Unemployed
42.766405
Suburban
Comprehensive
0
19
727
4
2023-08-11 15:21:39.204790
Good
Yes
Weekly
Apartment
197
1,180,051
49
Female
658
Married
1
Bachelor's
Self-Employed
null
Suburban
Premium
1
1
719
1
2023-12-28 15:21:39.191219
Poor
Yes
Weekly
Apartment
1,813
1,180,052
22
Female
92,991
Single
1
Master's
Employed
37.272378
Rural
Basic
3
1
493
6
2024-01-18 15:21:39.261856
null
Yes
Rarely
Apartment
549
1,180,053
18
Female
1,039
Married
2
High School
Unemployed
22.918866
Rural
Comprehensive
3
0
null
2
2023-07-02 15:21:39.179186
Good
Yes
Monthly
Condo
735
1,180,054
62
Female
4,871
Divorced
4
PhD
null
34.583766
Urban
Premium
1
5
514
4
2020-02-03 15:21:39.155231
Poor
Yes
Weekly
Condo
361
1,180,055
45
Male
34,392
Divorced
4
PhD
Unemployed
19.844807
Suburban
Premium
null
6
831
3
2021-09-08 15:21:39.155231
Average
No
Weekly
Apartment
2,847
1,180,056
19
Male
22,012
Married
null
Bachelor's
Employed
6.636221
Urban
Comprehensive
1
6
746
8
2019-10-04 15:21:39.092127
Poor
Yes
Rarely
House
861
1,180,057
52
Female
15,198
Divorced
1
Master's
Employed
26.90422
Suburban
Basic
null
6
573
9
2022-07-26 15:21:39.090124
null
No
Daily
Condo
1,215
1,180,058
37
Male
6,908
Married
1
High School
Employed
null
Urban
Premium
null
9
614
2
2023-09-16 15:21:39.188220
Average
No
Weekly
Apartment
496
1,180,059
25
Male
16,073
Divorced
null
Bachelor's
Unemployed
3.941795
Suburban
Comprehensive
0
9
839
7
2023-12-25 15:21:39.210805
Good
Yes
Weekly
Condo
884
1,180,060
63
Female
5,663
Single
1
Master's
Self-Employed
43.22143
Rural
Premium
null
9
704
7
2024-04-21 15:21:39.213373
Good
Yes
Rarely
Apartment
675
1,180,061
29
Female
10,179
Married
4
High School
Unemployed
31.898118
Rural
Comprehensive
0
13
690
6
2021-04-30 15:21:39.237118
Poor
Yes
Weekly
Apartment
130
1,180,062
44
Male
55,371
Single
3
PhD
null
3.64862
Urban
Basic
1
18
365
1
2019-12-18 15:21:39.134960
Good
Yes
Weekly
House
3,626
1,180,063
35
Female
7,076
Divorced
4
Bachelor's
Self-Employed
9.444217
Suburban
Comprehensive
0
0
783
7
2022-01-25 15:21:39.214388
Good
Yes
Rarely
Condo
703
1,180,064
20
Female
23,480
Single
0
Master's
Unemployed
3.841913
Rural
Comprehensive
null
14
598
9
2020-08-13 15:21:39.185215
Poor
No
Daily
House
2,096
1,180,065
58
Female
36,991
Divorced
2
PhD
null
28.3941
Rural
Basic
null
16
695
9
2020-08-21 15:21:39.247098
Poor
No
Weekly
House
845
1,180,066
43
Female
89,957
Married
null
PhD
Self-Employed
35.97427
Suburban
Basic
1
7
372
8
2022-04-30 15:21:39.289099
Good
Yes
Rarely
House
394
1,180,067
58
Male
22,220
Married
4
High School
Unemployed
34.87601
Suburban
Basic
1
2
461
1
2021-01-25 15:21:39.101733
Poor
No
Rarely
House
693
1,180,068
48
Female
31,475
Divorced
4
Master's
Unemployed
30.737223
Rural
Comprehensive
2
18
325
6
2023-12-25 15:21:39.094752
Good
No
Monthly
Apartment
2,731
1,180,069
59
Male
26,582
Divorced
0
High School
null
25.874283
Urban
Basic
null
5
761
9
2022-10-19 15:21:39.092127
Good
No
Daily
Apartment
461
1,180,070
34
Female
null
Married
0
PhD
Employed
30.486719
Urban
Premium
3
4
308
8
2022-02-24 15:21:39.126661
Poor
No
Daily
Condo
886
1,180,071
19
Male
76,531
Divorced
0
Master's
Employed
null
Suburban
Basic
0
9
509
3
2020-09-23 15:21:39.110557
Poor
No
Rarely
Apartment
476
1,180,072
37
Female
40,252
Single
4
High School
Self-Employed
9.097105
Urban
Basic
0
14
449
5
2024-04-22 15:21:39.086123
Good
No
Monthly
Condo
189
1,180,073
29
Male
533
Single
0
Master's
Unemployed
47.89881
Rural
Basic
null
6
478
1
2019-10-11 15:21:39.130190
Average
No
Daily
House
497
1,180,074
57
Female
80,542
Single
3
High School
Unemployed
36.168567
Suburban
Comprehensive
null
4
441
8
2022-09-18 15:21:39.155231
Good
Yes
Weekly
Apartment
130
1,180,075
56
Male
29,173
Divorced
0
Bachelor's
Unemployed
10.351367
Urban
Premium
1
11
833
8
2021-09-25 15:21:39.237118
Poor
Yes
Daily
House
596
1,180,076
39
Male
2,579
Divorced
4
High School
Unemployed
29.384413
Rural
Comprehensive
1
16
463
2
2020-06-05 15:21:39.089116
Poor
Yes
Daily
Condo
798
1,180,077
41
Female
29,047
Single
2
Bachelor's
Employed
29.908171
Rural
Basic
0
4
580
2
2023-06-24 15:21:39.122134
Average
No
Daily
House
1,926
1,180,078
45
Female
13,475
Single
4
Bachelor's
Employed
15.184767
Urban
Comprehensive
0
16
667
5
2021-10-02 15:21:39.109552
Poor
No
Weekly
House
946
1,180,079
63
Male
146,075
Divorced
1
High School
Unemployed
49.78375
Urban
Premium
null
7
807
2
2021-12-14 15:21:39.155231
Poor
No
Weekly
House
2,363
1,180,080
46
Male
23,998
Married
2
Bachelor's
Employed
null
Urban
Basic
0
18
483
6
2020-06-08 15:21:39.172097
Poor
Yes
Daily
Apartment
1,111
1,180,081
39
Female
28,897
Divorced
3
Bachelor's
Unemployed
27.99132
Rural
Comprehensive
1
1
null
7
2022-10-13 15:21:39.175719
Average
Yes
Monthly
Condo
587
1,180,082
19
Male
74,364
Single
1
Bachelor's
null
14.077694
Urban
Basic
2
15
511
2
2022-03-26 15:21:39.092127
Average
No
Rarely
Condo
66
1,180,083
44
Male
70,345
Married
null
Master's
Unemployed
47.443872
Rural
Basic
3
13
null
4
2023-04-26 15:21:39.100695
Average
Yes
Monthly
House
322
1,180,084
19
Male
9,780
Married
1
Bachelor's
Self-Employed
30.835303
Rural
Comprehensive
null
1
null
5
2021-10-22 15:21:39.182597
Good
Yes
Daily
Condo
1,398
1,180,085
38
Female
45,638
Divorced
1
Master's
Self-Employed
null
Urban
Basic
null
1
819
1
2022-02-11 15:21:39.256696
Average
Yes
Weekly
Apartment
3,033
1,180,086
41
Female
2,998
Single
2
Master's
null
7.938919
Suburban
Comprehensive
1
10
null
4
2020-06-17 15:21:39.125660
Average
Yes
Weekly
Condo
2,385
1,180,087
21
Female
7,623
Single
0
High School
null
14.12708
Rural
Premium
0
16
565
8
2023-03-31 15:21:39.152732
Average
Yes
Weekly
House
84
1,180,088
38
Female
35,974
Single
1
PhD
Employed
24.278747
Rural
Comprehensive
null
11
477
5
2023-03-26 15:21:39.169102
null
Yes
Monthly
Apartment
557
1,180,089
55
Female
45,652
Single
null
Master's
Self-Employed
15.942249
Rural
Comprehensive
1
15
null
3
2023-09-30 15:21:39.233998
Average
Yes
Monthly
House
35
1,180,090
23
Female
15,594
Married
1
PhD
Unemployed
33.297427
Rural
Comprehensive
0
9
772
8
2021-06-07 15:21:39.273973
Good
No
Monthly
Apartment
832
1,180,091
39
Female
null
Married
3
Bachelor's
null
26.181312
Suburban
Premium
null
18
697
1
2021-11-04 15:21:39.196387
Average
Yes
Monthly
Apartment
155
1,180,092
57
Female
38,112
Married
1
PhD
Unemployed
48.185951
Urban
Comprehensive
0
16
514
7
2020-11-16 15:21:39.154008
Average
Yes
Weekly
Apartment
792
1,180,093
60
Male
57,819
Married
4
PhD
Unemployed
24.95867
Urban
Premium
1
15
614
5
2020-12-23 15:21:39.134960
Poor
No
Daily
Apartment
394
1,180,094
41
Male
5,988
Married
1
High School
Unemployed
43.957197
Urban
Comprehensive
0
3
463
7
2021-02-24 15:21:39.114118
Average
Yes
Rarely
Apartment
887
1,180,095
19
Female
17,092
Divorced
2
PhD
null
24.55475
Urban
Premium
null
18
788
7
2021-04-05 15:21:39.191219
Average
Yes
Weekly
Apartment
769
1,180,096
40
Female
94,986
Single
4
Bachelor's
Unemployed
15.053402
Urban
Basic
null
13
622
3
2019-09-04 15:21:39.281787
Poor
No
Rarely
Condo
2,188
1,180,097
63
Female
29,474
Single
4
Bachelor's
null
5.24128
Urban
Comprehensive
2
9
519
7
2019-12-14 15:21:39.115178
Average
Yes
Monthly
House
478
1,180,098
42
Male
29,173
Single
0
PhD
null
22.944806
Rural
Basic
2
6
727
4
2020-04-04 15:21:39.283783
Poor
Yes
Rarely
House
755
1,180,099
38
Female
35,796
Divorced
1
Bachelor's
null
7.69455
Suburban
Comprehensive
0
18
687
2
2022-02-20 15:21:39.134960
Good
No
Weekly
Apartment
1,201