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
1,190,900
32
Male
29,073
Single
0
Bachelor's
Self-Employed
5.356502
Urban
Comprehensive
0
19
716
1
2021-03-16 15:21:39.233485
Good
No
Rarely
House
2,940
1,190,901
57
Male
1,927
Married
1
Bachelor's
Employed
20.964887
Urban
Comprehensive
2
9
711
8
2023-12-05 15:21:39.231531
Average
No
Rarely
Condo
1,927
1,190,902
18
Male
5,520
Divorced
1
PhD
null
50.639427
Suburban
Basic
0
11
782
3
2023-04-09 15:21:39.123711
Good
Yes
Monthly
House
1,514
1,190,903
42
Male
5,920
Single
3
PhD
Employed
30.602618
Suburban
Comprehensive
null
9
null
6
2023-03-04 15:21:39.283783
Average
Yes
Weekly
Condo
1,762
1,190,904
30
Female
3,580
null
4
PhD
Self-Employed
null
Suburban
Premium
0
17
734
7
2022-10-21 15:21:39.188220
Poor
No
Rarely
Condo
923
1,190,905
40
Male
36,287
null
1
Bachelor's
Unemployed
24.452463
Rural
Comprehensive
0
3
null
8
2020-11-23 15:21:39.254678
Average
No
Daily
Condo
1,368
1,190,906
56
Male
15,274
Single
2
Master's
Employed
7.813121
Urban
Premium
null
15
674
4
2022-07-07 15:21:39.134960
Poor
Yes
Weekly
Apartment
782
1,190,907
33
Female
539
Divorced
2
High School
null
35.918849
Rural
Basic
null
9
null
7
2023-03-10 15:21:39.155231
Average
Yes
Daily
Condo
26
1,190,908
42
Female
16,072
Single
0
High School
null
19.923153
Urban
Comprehensive
1
0
619
4
2020-11-01 15:21:39.237118
Good
Yes
Rarely
Apartment
597
1,190,909
28
Female
30,206
Married
3
Bachelor's
null
28.087882
Suburban
Premium
1
16
791
7
2019-10-02 15:21:39.148733
Average
No
Monthly
Apartment
661
1,190,910
27
Male
51,484
Married
4
Bachelor's
Unemployed
10.908291
Rural
Basic
null
8
638
2
2023-01-21 15:21:39.091080
Poor
No
Monthly
House
101
1,190,911
47
Female
25,486
Single
4
Master's
Self-Employed
32.965806
Suburban
Premium
2
18
495
7
2023-08-30 15:21:39.289099
Poor
No
Rarely
Apartment
509
1,190,912
35
Male
46,476
Divorced
3
High School
Employed
13.92773
Rural
Comprehensive
0
19
572
9
2024-03-28 15:21:39.102694
Poor
Yes
Daily
House
158
1,190,913
34
Female
9,337
Married
4
Bachelor's
null
14.371955
Suburban
Basic
1
5
559
6
2022-04-11 15:21:39.144722
Poor
Yes
Rarely
Apartment
233
1,190,914
60
Male
5,950
Married
0
Master's
Self-Employed
25.430313
Urban
Premium
2
0
501
5
2021-08-05 15:21:39.130190
Good
Yes
Weekly
House
554
1,190,915
28
Female
31,006
Divorced
0
Master's
Employed
3.993162
Rural
Comprehensive
null
1
554
2
2020-11-05 15:21:39.146733
Good
No
Rarely
House
1,034
1,190,916
32
Female
14,069
Divorced
0
High School
Self-Employed
18.934692
Suburban
Basic
null
13
607
6
2021-03-28 15:21:39.226954
Poor
Yes
Monthly
Apartment
779
1,190,917
28
Female
54,701
Married
4
Bachelor's
null
5.674978
Urban
Premium
1
18
407
1
2024-07-04 15:21:39.168099
Poor
No
Daily
House
1,258
1,190,918
32
Male
null
Married
1
PhD
Unemployed
16.895406
Urban
Basic
null
1
685
3
2019-10-12 15:21:39.288099
Poor
Yes
Rarely
Apartment
35
1,190,919
54
Female
35,759
Divorced
4
Master's
Unemployed
31.73969
Urban
Comprehensive
1
14
653
2
2023-07-16 15:21:39.205850
Poor
No
Rarely
Condo
1,042
1,190,920
24
Female
43,969
Divorced
3
PhD
null
47.387514
Rural
Premium
1
18
628
3
2021-05-08 15:21:39.155231
Average
No
Daily
Apartment
618
1,190,921
46
Male
8,791
Married
0
Bachelor's
Employed
35.092834
Rural
Comprehensive
1
19
522
6
2024-05-03 15:21:39.167099
Good
Yes
Rarely
Apartment
1,430
1,190,922
45
Female
null
Single
1
PhD
Employed
16.259567
Suburban
Basic
0
8
327
4
2022-03-10 15:21:39.117183
Good
Yes
Monthly
House
812
1,190,923
56
Male
106,856
Married
1
Bachelor's
Self-Employed
26.257069
Suburban
Basic
null
16
761
3
2021-10-12 15:21:39.155231
Average
No
Weekly
Apartment
108
1,190,924
51
Male
50,433
Divorced
2
High School
Employed
32.293329
Suburban
Premium
1
10
445
3
2023-07-24 15:21:39.237118
Poor
No
Daily
Apartment
2,127
1,190,925
29
Male
52,686
Divorced
4
Bachelor's
Employed
13.382539
Urban
Comprehensive
1
12
398
8
2024-05-24 15:21:39.134960
Poor
Yes
Weekly
Apartment
712
1,190,926
52
Male
5,947
Divorced
3
Master's
Unemployed
30.879387
Urban
Basic
null
14
388
2
2020-04-29 15:21:39.155231
Average
No
Daily
House
2,860
1,190,927
60
Male
7,821
Divorced
1
Bachelor's
Unemployed
33.482909
Urban
Premium
1
8
582
3
2022-05-27 15:21:39.132191
Good
Yes
Weekly
House
1,094
1,190,928
37
Male
2,876
Married
3
Bachelor's
null
32.443469
Urban
Comprehensive
0
9
null
6
2023-12-30 15:21:39.280784
null
No
Monthly
Apartment
1,015
1,190,929
45
Female
1,806
Married
null
High School
Self-Employed
29.814871
Urban
Premium
0
9
366
6
2022-11-24 15:21:39.246098
Average
No
Monthly
Condo
929
1,190,930
36
Male
75,954
Married
2
High School
null
15.60282
Urban
Comprehensive
0
1
null
3
2022-06-05 15:21:39.095696
Average
Yes
Rarely
House
4,083
1,190,931
21
Male
4,075
Married
1
High School
null
8.784843
Rural
Comprehensive
1
9
376
8
2020-11-15 15:21:39.172097
Average
Yes
Weekly
Condo
992
1,190,932
31
Male
934
Single
1
Bachelor's
Unemployed
40.410979
Urban
Premium
1
18
636
5
2022-02-26 15:21:39.170099
null
Yes
Monthly
Apartment
548
1,190,933
33
Female
43,813
Married
4
Master's
Unemployed
13.079638
Suburban
Premium
2
13
554
4
2024-06-27 15:21:39.155231
Good
Yes
Daily
Condo
435
1,190,934
35
Male
22,465
Married
0
Bachelor's
Unemployed
50.744756
Suburban
Premium
0
2
452
1
2023-10-03 15:21:39.259788
Poor
No
Rarely
Apartment
1,525
1,190,935
58
Male
26,158
Married
2
Bachelor's
Employed
51.680747
Urban
Basic
1
17
802
4
2024-03-11 15:21:39.134960
Average
No
Daily
House
944
1,190,936
57
Male
33,055
Married
4
Bachelor's
Self-Employed
17.715707
Rural
Comprehensive
null
10
694
2
2022-08-30 15:21:39.101733
Average
No
Rarely
Apartment
2,159
1,190,937
48
Female
2,611
Single
0
High School
Unemployed
46.262366
Urban
Premium
1
8
724
2
2024-05-28 15:21:39.265513
Poor
No
Weekly
Condo
65
1,190,938
24
Female
28,863
Married
1
PhD
Employed
24.94736
Urban
Premium
2
18
849
4
2020-12-16 15:21:39.191219
Average
Yes
Weekly
Condo
805
1,190,939
41
Male
6,723
Divorced
0
Bachelor's
Employed
38.981091
Rural
Comprehensive
null
10
525
9
2023-07-13 15:21:39.217387
Poor
Yes
Monthly
Apartment
583
1,190,940
45
Male
31,057
Married
1
High School
Employed
21.881212
Rural
Premium
null
0
841
1
2023-06-11 15:21:39.228521
Good
Yes
Weekly
House
971
1,190,941
59
Male
24,855
Married
3
PhD
Unemployed
46.170863
Suburban
Basic
0
3
563
3
2020-11-08 15:21:39.274993
Average
No
Weekly
Apartment
1,152
1,190,942
57
Male
38,053
Single
2
Master's
Unemployed
12.002904
Urban
Premium
1
7
712
5
2021-09-28 15:21:39.107553
Average
Yes
Monthly
House
1,972
1,190,943
57
Female
36,115
Married
1
Master's
Unemployed
9.186617
Suburban
Premium
0
13
765
3
2019-10-17 15:21:39.248098
Average
Yes
Daily
House
717
1,190,944
54
Male
5,534
Single
4
High School
Employed
13.636634
Urban
Comprehensive
1
2
554
2
2024-02-02 15:21:39.090124
Good
Yes
Daily
House
530
1,190,945
27
Male
11,862
Married
4
High School
null
17.017867
Suburban
Basic
0
8
516
4
2021-05-24 15:21:39.098696
Poor
Yes
Daily
House
964
1,190,946
47
Female
87,060
Married
4
Master's
Unemployed
31.777916
Suburban
Basic
2
4
848
3
2020-04-25 15:21:39.237118
Average
Yes
Rarely
House
179
1,190,947
36
Female
34,882
Divorced
1
Master's
null
5.089814
Suburban
Premium
1
6
727
2
2023-11-25 15:21:39.114118
Poor
Yes
Rarely
House
2,038
1,190,948
52
Female
131,621
Single
3
Master's
Self-Employed
22.539592
Suburban
Premium
2
9
534
3
2024-01-22 15:21:39.122134
null
Yes
Rarely
Condo
1,094
1,190,949
42
Male
39,803
Single
1
High School
null
10.249429
Suburban
Premium
null
12
632
7
2020-12-16 15:21:39.247098
Good
No
Daily
House
4,835
1,190,950
35
Male
5,967
Married
2
High School
null
30.410526
Rural
Comprehensive
1
8
438
5
2021-04-01 15:21:39.152732
Poor
Yes
Weekly
Condo
234
1,190,951
53
Female
79,770
Married
2
Master's
null
17.907962
Rural
Comprehensive
null
18
437
5
2020-05-30 15:21:39.205850
Average
Yes
Monthly
Apartment
1,349
1,190,952
28
Female
25,008
Divorced
1
Master's
null
31.787939
Rural
Premium
null
1
524
4
2019-09-16 15:21:39.148733
Average
No
Monthly
Apartment
1,027
1,190,953
44
Female
17,272
Married
1
Bachelor's
Unemployed
10.011736
Rural
Comprehensive
0
14
578
5
2023-07-05 15:21:39.279729
Good
Yes
Monthly
House
549
1,190,954
33
Male
66,720
Single
1
Bachelor's
Employed
7.652883
Rural
Basic
0
15
810
4
2023-10-17 15:21:39.098696
null
No
Rarely
Apartment
374
1,190,955
61
Male
5,911
Divorced
0
Bachelor's
Employed
51.944241
Urban
Comprehensive
1
5
null
2
2022-10-04 15:21:39.147735
null
Yes
Monthly
Apartment
1,651
1,190,956
25
Male
11,220
Married
4
PhD
Self-Employed
16.366723
Urban
Comprehensive
2
8
431
9
2022-06-10 15:21:39.096739
Good
Yes
Weekly
Apartment
656
1,190,957
24
Female
11,494
Divorced
4
PhD
Self-Employed
33.670859
Rural
Basic
0
3
753
8
2021-03-02 15:21:39.206847
Poor
No
Weekly
House
793
1,190,958
46
Male
749
Single
2
High School
Unemployed
28.633308
Suburban
Premium
2
17
777
8
2020-03-19 15:21:39.188220
Average
No
Weekly
House
1,260
1,190,959
59
Female
30,429
Single
0
High School
Employed
7.362374
Rural
Premium
1
6
null
9
2023-01-14 15:21:39.182597
Poor
Yes
Daily
Condo
1,206
1,190,960
34
Male
18,341
Single
0
Master's
Unemployed
44.049447
Urban
Premium
1
0
554
3
2023-11-09 15:21:39.281787
Poor
No
Monthly
Apartment
565
1,190,961
58
Male
3,921
Divorced
1
PhD
Unemployed
12.246446
Suburban
Comprehensive
3
1
824
1
2021-07-18 15:21:39.290098
Good
No
Monthly
House
843
1,190,962
42
Male
113,766
Married
4
Bachelor's
Unemployed
22.351855
Urban
Comprehensive
1
4
573
6
2020-09-30 15:21:39.186212
Average
No
Daily
House
48
1,190,963
51
Male
16,078
Divorced
null
Master's
Employed
17.160429
Urban
Premium
0
2
459
2
2021-09-21 15:21:39.146733
Good
Yes
Monthly
House
2,127
1,190,964
53
Male
12,971
Divorced
4
Bachelor's
Unemployed
23.245317
Rural
Comprehensive
2
13
709
3
2019-12-11 15:21:39.182597
Poor
No
Daily
Condo
586
1,190,965
54
Female
76,985
Married
2
Master's
Employed
29.277792
Urban
Comprehensive
0
2
458
7
2019-10-12 15:21:39.134960
Average
No
Weekly
Apartment
1,165
1,190,966
60
Male
8,072
Divorced
null
High School
null
32.828267
Rural
Premium
2
15
589
1
2023-07-28 15:21:39.091080
Average
No
Monthly
Condo
2,842
1,190,967
57
Male
null
Married
4
Bachelor's
Unemployed
28.977936
Rural
Premium
3
19
434
7
2022-07-29 15:21:39.237118
Good
Yes
Rarely
Apartment
2,860
1,190,968
26
Male
55,145
Divorced
4
Bachelor's
Self-Employed
28.634109
Urban
Premium
1
15
330
6
2021-04-12 15:21:39.266452
Good
Yes
Weekly
Apartment
141
1,190,969
63
Female
29,082
Married
2
Bachelor's
null
null
Rural
Comprehensive
0
13
null
2
2024-03-24 15:21:39.134960
Poor
No
Rarely
House
692
1,190,970
44
Male
17,093
Married
null
PhD
Unemployed
43.699869
Suburban
Comprehensive
0
8
325
8
2021-06-04 15:21:39.155231
Good
Yes
Monthly
House
1,157
1,190,971
50
Male
51,148
null
0
Master's
Employed
5.567496
Urban
Premium
2
6
724
9
2019-12-28 15:21:39.126661
Average
Yes
Daily
House
872
1,190,972
26
Female
36,102
Single
0
Master's
Self-Employed
10.057612
Suburban
Basic
1
9
535
3
2023-05-18 15:21:39.134960
Good
Yes
Weekly
Condo
930
1,190,973
37
Female
5,100
Married
0
Master's
null
4.979608
Suburban
Premium
0
14
null
9
2022-06-08 15:21:39.155231
Average
Yes
Monthly
Apartment
425
1,190,974
45
Female
73,441
Single
0
PhD
Unemployed
38.933186
Suburban
Premium
null
19
759
7
2022-01-08 15:21:39.287115
Average
Yes
Rarely
House
214
1,190,975
49
Female
43,738
Single
1
Master's
Unemployed
28.977392
Rural
Basic
0
18
699
2
2021-03-08 15:21:39.134960
Good
Yes
Rarely
House
1,520
1,190,976
19
Male
1,925
Married
2
Master's
Self-Employed
37.937168
Rural
Premium
0
4
537
1
2020-02-23 15:21:39.221386
Average
No
Weekly
Condo
131
1,190,977
21
Female
27,194
Married
2
Master's
null
17.722991
Suburban
Premium
null
7
659
6
2023-10-28 15:21:39.272456
Average
No
Rarely
House
1,098
1,190,978
53
Female
137,128
Single
1
PhD
Self-Employed
48.867846
Rural
Basic
null
2
367
3
2023-05-14 15:21:39.104139
Poor
Yes
Daily
Apartment
1,615
1,190,979
24
Female
2,892
Married
3
PhD
Unemployed
16.876239
Urban
Comprehensive
null
2
385
2
2023-12-18 15:21:39.106582
Good
Yes
Daily
Apartment
2,475
1,190,980
60
Male
42,422
Married
3
Master's
Employed
36.876409
Suburban
Premium
1
2
432
3
2020-03-18 15:21:39.170099
Average
No
Daily
House
744
1,190,981
25
Female
10,752
Divorced
1
PhD
null
36.648539
Rural
Premium
null
15
590
1
2024-02-25 15:21:39.084065
Poor
No
Weekly
Condo
1,229
1,190,982
54
Male
106,778
Married
1
High School
Self-Employed
25.140723
Urban
Basic
null
6
384
3
2022-11-27 15:21:39.256696
null
No
Rarely
House
1,406
1,190,983
49
Male
20,676
Divorced
2
High School
Unemployed
25.59076
Suburban
Premium
3
14
512
2
2023-09-21 15:21:39.107553
Average
Yes
Monthly
Condo
2,497
1,190,984
18
Female
29,702
Single
1
High School
Unemployed
21.174465
Urban
Comprehensive
0
10
617
7
2022-10-23 15:21:39.134960
Poor
Yes
Rarely
Apartment
3,135
1,190,985
35
Male
10,963
Single
0
Master's
Employed
31.926249
Suburban
Basic
1
15
543
3
2020-02-17 15:21:39.235012
Good
Yes
Weekly
House
1,167
1,190,986
19
Female
36,901
Single
3
Master's
Employed
22.811572
Suburban
Comprehensive
0
14
537
8
2020-03-22 15:21:39.146733
Poor
Yes
Weekly
House
172
1,190,987
40
Male
96,634
Married
3
PhD
Self-Employed
null
Rural
Premium
null
18
342
3
2023-12-23 15:21:39.083497
Poor
Yes
Rarely
Condo
586
1,190,988
38
Female
5,874
Married
4
High School
Unemployed
13.828987
Suburban
Comprehensive
1
13
543
7
2023-12-23 15:21:39.121169
Poor
Yes
Rarely
Condo
1,696
1,190,989
64
Female
19,852
Married
null
High School
null
27.838961
Suburban
Basic
null
15
765
4
2021-08-17 15:21:39.092127
Good
No
Monthly
Apartment
591
1,190,990
29
Female
44,349
Single
3
High School
Employed
25.493951
Rural
Premium
null
12
727
2
2022-03-25 15:21:39.122134
Average
No
Weekly
Apartment
1,193
1,190,991
43
Male
24,223
Divorced
3
PhD
Unemployed
49.884626
Urban
Basic
null
1
516
8
2019-09-02 15:21:39.230483
Good
No
Rarely
House
814
1,190,992
18
Female
26,897
Divorced
null
PhD
Unemployed
9.8139
Suburban
Comprehensive
0
19
812
1
2020-06-15 15:21:39.237118
Average
Yes
Rarely
House
514
1,190,993
56
Male
44,756
Married
3
Master's
Unemployed
17.739682
Rural
Comprehensive
null
13
549
3
2019-11-27 15:21:39.102694
Average
Yes
Rarely
House
2,217
1,190,994
23
Male
77,978
Divorced
3
High School
null
null
Rural
Comprehensive
2
15
null
8
2022-07-15 15:21:39.237118
Average
No
Weekly
Condo
2,766
1,190,995
31
Male
6,942
Single
2
Bachelor's
Unemployed
13.964872
Urban
Premium
null
8
null
8
2023-05-15 15:21:39.091080
Average
No
Rarely
Condo
3,701
1,190,996
64
Male
17,576
Married
3
Master's
null
5.819032
Rural
Basic
1
11
440
3
2022-04-12 15:21:39.184157
null
Yes
Monthly
Condo
956
1,190,997
46
Male
16,387
Divorced
0
High School
Unemployed
40.912275
Rural
Comprehensive
null
0
806
7
2024-07-17 15:21:39.176717
Poor
Yes
Rarely
Condo
2,128
1,190,998
35
Male
47,429
Single
null
Master's
Employed
14.715905
Urban
Premium
1
0
483
3
2022-09-19 15:21:39.220389
Good
No
Weekly
House
2,114
1,190,999
18
Male
27,655
Married
2
Bachelor's
Self-Employed
3.953793
Urban
Basic
0
9
594
8
2022-09-30 15:21:39.155231
Average
No
Daily
House
382