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
1,180,900
26
Female
55,791
Single
3
Bachelor's
Unemployed
18.955348
Rural
Comprehensive
null
14
679
6
2019-08-30 15:21:39.228521
Good
No
Rarely
House
2,560
1,180,901
null
Female
7,073
Single
1
PhD
Self-Employed
26.945505
Urban
Comprehensive
0
10
682
7
2023-11-12 15:21:39.171102
Good
No
Weekly
Condo
611
1,180,902
25
Male
43,291
Single
1
High School
Employed
21.283513
Rural
Premium
null
8
734
3
2023-09-21 15:21:39.173834
Good
Yes
Weekly
Apartment
3,107
1,180,903
44
Female
2,587
Married
4
Bachelor's
Employed
40.714957
Suburban
Premium
2
5
826
3
2023-01-02 15:21:39.181605
Average
Yes
Monthly
House
609
1,180,904
39
Male
19,062
Single
0
High School
null
29.898319
Urban
Comprehensive
0
2
392
7
2022-05-28 15:21:39.184157
Average
No
Rarely
House
2,758
1,180,905
44
Female
69,129
Divorced
null
Master's
Unemployed
41.659523
Urban
Premium
1
3
455
3
2020-09-07 15:21:39.249100
null
Yes
Daily
Condo
3,276
1,180,906
60
Male
2,957
Married
0
High School
null
11.164901
Urban
Comprehensive
3
12
706
8
2024-08-15 15:21:39.122134
Average
Yes
Rarely
Apartment
39
1,180,907
52
Female
24,211
Married
null
Master's
Employed
null
Urban
Basic
null
10
756
9
2023-07-27 15:21:39.134960
Poor
Yes
Monthly
House
1,353
1,180,908
60
Male
3,908
Married
2
Bachelor's
Employed
9.869448
Urban
Comprehensive
1
4
637
2
2019-09-02 15:21:39.143708
Average
Yes
Rarely
Condo
634
1,180,909
19
Male
17,779
Married
4
Bachelor's
null
23.08674
Urban
Premium
1
0
762
7
2022-08-19 15:21:39.225916
Average
No
Monthly
Apartment
827
1,180,910
53
Female
40,862
Married
1
PhD
Self-Employed
41.912593
Suburban
Comprehensive
null
18
714
5
2023-10-01 15:21:39.134960
Poor
Yes
Rarely
Apartment
942
1,180,911
22
Male
82,677
Married
0
Master's
Self-Employed
46.927443
Urban
Comprehensive
0
14
459
1
2021-03-26 15:21:39.147735
Poor
Yes
Daily
Apartment
676
1,180,912
62
Male
57,979
Divorced
4
PhD
null
23.088848
Suburban
Basic
0
15
529
6
2022-12-18 15:21:39.133866
null
No
Weekly
House
90
1,180,913
50
Female
39,416
Divorced
3
PhD
Self-Employed
30.82638
Rural
Basic
1
0
544
2
2023-01-21 15:21:39.237118
Average
Yes
Monthly
House
722
1,180,914
61
Female
54,132
Divorced
0
PhD
null
22.814134
Suburban
Comprehensive
1
8
445
3
2022-07-15 15:21:39.087123
Average
No
Monthly
Condo
54
1,180,915
28
Female
29,102
Divorced
1
PhD
null
6.89251
Urban
Premium
3
18
581
1
2020-02-08 15:21:39.267454
Average
Yes
Monthly
Apartment
3,227
1,180,916
43
Male
6,062
Single
2
Bachelor's
null
45.766931
Suburban
Comprehensive
0
9
734
6
2021-02-18 15:21:39.155231
Poor
No
Weekly
Condo
499
1,180,917
30
Female
38,156
Single
1
High School
Unemployed
30.017988
Urban
Basic
1
14
558
2
2021-12-24 15:21:39.206847
Average
Yes
Monthly
Condo
27
1,180,918
36
Male
77,915
Divorced
1
Bachelor's
Unemployed
13.567998
Rural
Premium
null
11
727
5
2023-07-29 15:21:39.211806
null
Yes
Weekly
Apartment
4,097
1,180,919
55
Male
38,662
Divorced
1
Bachelor's
Employed
14.038891
Suburban
Comprehensive
1
16
587
5
2022-09-09 15:21:39.282785
Good
Yes
Rarely
Apartment
546
1,180,920
46
Female
61,472
Single
4
Bachelor's
null
24.083839
Suburban
Basic
0
15
809
5
2020-04-29 15:21:39.172097
Average
Yes
Monthly
Apartment
273
1,180,921
58
Female
29,076
Married
3
PhD
Employed
41.07731
Urban
Basic
null
5
817
4
2023-06-08 15:21:39.216387
Good
No
Weekly
Condo
125
1,180,922
57
Male
81,441
Divorced
0
High School
Self-Employed
51.974262
Urban
Comprehensive
1
5
771
8
2020-06-26 15:21:39.180553
Poor
No
Weekly
House
1,167
1,180,923
25
Male
12,932
Single
0
PhD
Unemployed
36.788224
Rural
Comprehensive
null
12
849
5
2024-08-05 15:21:39.216387
Average
No
Weekly
House
654
1,180,924
18
Female
47,561
Married
1
PhD
Self-Employed
23.583298
Rural
Premium
0
4
839
2
2021-10-13 15:21:39.237118
Average
No
Daily
Condo
291
1,180,925
22
Male
32,501
Divorced
1
High School
Employed
50.665866
Suburban
Premium
1
9
549
5
2021-12-08 15:21:39.097737
Average
No
Rarely
Condo
127
1,180,926
20
Female
68,534
Single
1
Bachelor's
Self-Employed
41.265028
Suburban
Comprehensive
2
17
553
2
2023-07-30 15:21:39.150730
null
Yes
Daily
Condo
1,121
1,180,927
57
Male
6,097
Divorced
3
Master's
null
27.253668
Rural
Premium
0
13
725
8
2023-07-29 15:21:39.172097
Good
Yes
Daily
House
674
1,180,928
29
Female
81,453
Married
1
High School
Employed
31.714898
Suburban
Premium
1
16
null
7
2019-09-28 15:21:39.146733
null
No
Rarely
House
2,142
1,180,929
20
Female
67,816
Single
4
High School
Employed
28.839171
Urban
Basic
2
18
380
6
2021-09-17 15:21:39.181605
Average
No
Daily
House
723
1,180,930
20
Male
24,359
Single
1
PhD
null
15.885058
Urban
Premium
1
19
662
4
2021-07-14 15:21:39.184157
Average
Yes
Monthly
Apartment
562
1,180,931
48
Female
97,767
Married
0
Bachelor's
Unemployed
19.85801
Suburban
Comprehensive
1
16
321
7
2024-06-15 15:21:39.116179
Good
No
Monthly
Condo
945
1,180,932
63
Female
82,322
Married
0
Bachelor's
null
5.788322
Suburban
Basic
2
16
846
1
2020-07-07 15:21:39.091080
Poor
Yes
Rarely
House
24
1,180,933
38
Male
26,163
Divorced
1
Bachelor's
Employed
43.836661
Urban
Basic
null
14
439
1
2020-09-16 15:21:39.120168
Poor
No
Monthly
Apartment
1,082
1,180,934
21
Male
2,464
Divorced
2
PhD
null
20.362757
Urban
Comprehensive
1
7
518
6
2020-01-24 15:21:39.216387
Good
Yes
Daily
Condo
45
1,180,935
55
Male
20,892
Divorced
1
PhD
null
14.539649
Urban
Premium
0
0
616
6
2023-09-09 15:21:39.273973
Good
No
Monthly
Apartment
907
1,180,936
27
Male
null
Single
4
Master's
null
26.936108
Suburban
Basic
null
5
null
1
2020-03-06 15:21:39.174719
Average
Yes
Monthly
Apartment
122
1,180,937
59
Male
38,509
Married
1
Bachelor's
Employed
18.276679
Rural
Premium
null
16
769
3
2021-04-17 15:21:39.225916
null
No
Weekly
Apartment
743
1,180,938
53
Female
30,881
Divorced
0
High School
Employed
22.935592
Rural
Premium
0
1
734
1
2021-04-19 15:21:39.167099
Poor
Yes
Weekly
House
627
1,180,939
31
Male
49,430
Married
3
Master's
Employed
52.204439
Urban
Comprehensive
3
4
821
1
2023-09-06 15:21:39.229482
Average
Yes
Rarely
House
642
1,180,940
28
Female
38,413
Divorced
1
High School
null
4.868509
Urban
Premium
3
1
509
2
2020-05-05 15:21:39.210805
Good
Yes
Monthly
House
1,197
1,180,941
64
Male
932
Single
4
PhD
Employed
18.785426
Rural
Comprehensive
1
1
445
9
2022-03-04 15:21:39.283783
Good
No
Weekly
Condo
536
1,180,942
43
Female
32,273
Divorced
2
PhD
null
25.812579
Rural
Comprehensive
0
3
787
8
2021-08-16 15:21:39.217387
Poor
No
Weekly
House
1,060
1,180,943
51
Female
1,885
Married
2
High School
null
29.088465
Suburban
Premium
0
16
661
7
2020-08-08 15:21:39.126661
Average
No
Weekly
House
3,259
1,180,944
null
Male
469
Divorced
3
Bachelor's
null
35.581576
Rural
Basic
1
11
704
9
2021-07-10 15:21:39.134960
Poor
No
Monthly
Condo
1,853
1,180,945
42
Female
38,263
Divorced
3
PhD
Unemployed
25.986852
Rural
Premium
0
3
516
7
2023-12-30 15:21:39.092127
Poor
No
Daily
Apartment
827
1,180,946
41
Female
67,589
Single
3
Bachelor's
null
45.038741
Suburban
Basic
1
1
519
7
2024-03-07 15:21:39.154008
Average
Yes
Rarely
Apartment
409
1,180,947
39
Female
578
Married
2
Master's
Employed
10.352971
Urban
Comprehensive
2
14
549
6
2021-01-19 15:21:39.237118
Average
Yes
Weekly
House
1,199
1,180,948
22
Male
108,910
Single
null
High School
Self-Employed
45.06885
Suburban
Comprehensive
0
3
361
6
2023-05-10 15:21:39.102694
Poor
Yes
Weekly
Condo
113
1,180,949
57
Female
1,514
Single
2
High School
Unemployed
null
Suburban
Basic
1
4
513
4
2020-05-13 15:21:39.205850
Good
Yes
Monthly
Apartment
1,448
1,180,950
26
Female
64,216
Single
null
PhD
Unemployed
31.181374
Suburban
Basic
null
18
403
4
2020-05-17 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,076
1,180,951
32
Female
5,874
Single
2
PhD
Unemployed
11.543643
Suburban
Comprehensive
0
5
636
6
2020-04-19 15:21:39.155231
Poor
Yes
Monthly
Condo
1,447
1,180,952
30
Male
null
Single
3
PhD
Unemployed
25.456819
Rural
Comprehensive
null
16
839
1
2021-09-28 15:21:39.186212
Poor
Yes
Rarely
House
130
1,180,953
33
Male
35,329
Divorced
1
PhD
Employed
31.253947
Urban
Comprehensive
null
0
603
8
2020-09-27 15:21:39.193945
Poor
Yes
Rarely
Condo
2,689
1,180,954
38
Male
17,175
Married
2
Master's
Employed
25.539107
Urban
Comprehensive
0
0
719
2
2022-09-10 15:21:39.081504
Average
Yes
Monthly
Condo
807
1,180,955
null
Female
15,961
Divorced
3
PhD
Employed
null
Urban
Basic
null
10
569
2
2020-05-14 15:21:39.096739
Poor
Yes
Rarely
House
788
1,180,956
20
Male
3,813
Married
0
Bachelor's
Unemployed
36.076933
Suburban
Premium
1
11
541
2
2020-08-29 15:21:39.149731
Poor
No
Daily
Condo
2,750
1,180,957
31
Male
91,813
Single
4
High School
Employed
32.299612
Suburban
Premium
1
9
null
7
2022-03-29 15:21:39.085129
null
No
Weekly
Apartment
24
1,180,958
18
Male
9,086
Divorced
1
Bachelor's
Employed
21.176747
Rural
Premium
1
11
508
3
2023-02-26 15:21:39.155231
Good
Yes
Weekly
House
793
1,180,959
56
Female
15,407
Divorced
0
Bachelor's
Employed
14.798547
Urban
Basic
0
5
809
7
2020-12-03 15:21:39.104139
Average
Yes
Weekly
House
104
1,180,960
49
Male
16,076
Single
2
PhD
Employed
5.971521
Urban
Comprehensive
2
13
571
4
2024-08-09 15:21:39.122134
Average
Yes
Daily
Condo
1,601
1,180,961
22
Female
20,961
Divorced
0
Master's
Employed
19.749412
Suburban
Premium
null
2
null
3
2020-09-07 15:21:39.151732
Good
Yes
Weekly
Apartment
535
1,180,962
60
Female
17,883
Divorced
null
Master's
Employed
20.790766
Urban
Premium
null
15
621
9
2021-07-31 15:21:39.107553
Poor
Yes
Rarely
House
1,471
1,180,963
41
Male
695
Single
null
Master's
null
41.37008
Urban
Basic
0
16
364
7
2019-09-14 15:21:39.134960
Poor
No
Monthly
Condo
884
1,180,964
52
Male
43,881
Married
1
High School
Unemployed
9.749224
Urban
Basic
1
3
825
2
2023-04-11 15:21:39.134960
Average
Yes
Weekly
Apartment
1,052
1,180,965
61
Female
25,962
Divorced
0
Master's
null
29.562999
Urban
Premium
1
9
474
4
2024-07-09 15:21:39.171102
Good
No
Monthly
Apartment
1,082
1,180,966
50
Female
17,095
Single
0
High School
null
19.58506
Urban
Premium
1
18
535
4
2022-05-11 15:21:39.172097
Poor
Yes
Daily
Condo
29
1,180,967
null
Female
13,189
Single
4
PhD
Unemployed
null
Urban
Comprehensive
0
9
709
6
2020-11-12 15:21:39.237118
Average
Yes
Monthly
Condo
659
1,180,968
44
Female
125,084
Married
1
Master's
Unemployed
null
Suburban
Comprehensive
0
16
713
1
2020-03-17 15:21:39.279729
Average
No
Rarely
Condo
2,265
1,180,969
61
Male
15,151
Divorced
3
Master's
Employed
31.097788
Suburban
Comprehensive
1
5
697
5
2021-01-20 15:21:39.237118
Average
No
Weekly
Condo
792
1,180,970
28
Female
30,663
Married
4
PhD
Employed
46.471545
Urban
Premium
1
7
585
4
2019-12-25 15:21:39.198406
Poor
No
Daily
House
494
1,180,971
57
Female
723
Single
0
Bachelor's
Self-Employed
23.493099
Rural
Comprehensive
null
9
806
6
2019-11-08 15:21:39.155231
Poor
No
Monthly
Condo
3,472
1,180,972
64
Male
6,517
Married
1
PhD
null
17.965886
Urban
Basic
0
0
457
7
2023-10-09 15:21:39.184157
Good
Yes
Daily
Apartment
1,139
1,180,973
47
Male
2,845
Divorced
0
Bachelor's
Self-Employed
16.278516
Suburban
Basic
null
4
754
2
2024-05-13 15:21:39.098696
Good
Yes
Rarely
House
3,749
1,180,974
33
Male
45,940
Single
3
PhD
null
null
Rural
Premium
0
12
778
5
2021-05-09 15:21:39.085129
Poor
Yes
Monthly
Apartment
638
1,180,975
64
Female
1,119
Single
4
High School
null
23.584579
Rural
Comprehensive
4
17
393
6
2023-03-20 15:21:39.251142
Poor
No
Monthly
House
556
1,180,976
55
Male
5,818
Divorced
4
Master's
Employed
24.270437
Rural
Comprehensive
null
5
310
5
2022-02-08 15:21:39.126661
Average
No
Monthly
House
1,100
1,180,977
30
Female
26,889
Divorced
4
Master's
Self-Employed
8.769691
Suburban
Comprehensive
1
4
837
6
2024-03-19 15:21:39.221386
Average
No
Weekly
Apartment
1,203
1,180,978
61
Male
15,284
Single
0
Master's
Unemployed
36.180319
Suburban
Basic
1
17
null
1
2020-01-10 15:21:39.132191
Good
No
Monthly
Condo
826
1,180,979
63
Male
1,434
Single
3
High School
null
21.967892
Urban
Basic
null
15
588
7
2020-07-13 15:21:39.245086
Good
Yes
Monthly
House
2,035
1,180,980
61
Male
909
Married
2
Master's
null
37.737506
Suburban
Premium
2
16
792
1
2023-03-08 15:21:39.090124
Poor
Yes
Weekly
House
837
1,180,981
38
Female
2,909
Single
1
Bachelor's
Self-Employed
38.739873
Rural
Comprehensive
null
0
579
6
2024-05-19 15:21:39.155231
null
No
Monthly
House
1,563
1,180,982
26
Female
39,766
Divorced
2
PhD
Unemployed
39.130108
Rural
Premium
3
6
596
3
2022-11-27 15:21:39.208842
Average
No
Rarely
House
1,536
1,180,983
24
Male
1,806
Single
0
High School
Unemployed
null
Urban
Premium
0
5
716
1
2021-01-14 15:21:39.194829
Good
No
Rarely
Condo
1,108
1,180,984
60
Female
17,086
Single
4
Master's
null
32.95817
Suburban
Premium
2
14
848
8
2020-05-23 15:21:39.190215
Poor
Yes
Weekly
Apartment
815
1,180,985
60
Male
5,838
Single
0
Bachelor's
Self-Employed
42.924133
Rural
Premium
1
12
806
2
2020-01-20 15:21:39.190215
Poor
Yes
Daily
Apartment
731
1,180,986
38
Female
null
Married
3
High School
null
null
Suburban
Comprehensive
1
17
424
3
2023-02-10 15:21:39.180553
Poor
No
Weekly
Condo
917
1,180,987
55
Female
26,124
Married
1
PhD
Employed
8.958661
Rural
Basic
2
15
506
7
2023-11-12 15:21:39.193945
Good
Yes
Daily
Condo
206
1,180,988
62
Male
5,090
Divorced
0
Bachelor's
Unemployed
4.16185
Suburban
Premium
null
1
485
1
2024-01-27 15:21:39.106582
Good
No
Daily
Apartment
1,155
1,180,989
31
Male
909
Divorced
2
High School
Employed
38.096803
Suburban
Basic
1
9
742
6
2020-11-17 15:21:39.215386
Average
No
Weekly
Condo
107
1,180,990
60
Female
36,759
Single
4
High School
Employed
20.735309
Urban
Comprehensive
1
13
749
8
2021-06-03 15:21:39.192212
Good
Yes
Daily
House
955
1,180,991
26
Male
83,811
Married
2
High School
Self-Employed
27.14553
Rural
Basic
1
1
513
4
2024-02-03 15:21:39.209847
Good
No
Daily
House
36
1,180,992
18
Male
null
Single
3
PhD
Unemployed
3.390044
Rural
Premium
1
6
705
4
2023-04-03 15:21:39.130190
Poor
No
Daily
Condo
100
1,180,993
43
Female
135,548
null
4
High School
Self-Employed
11.965998
Urban
Premium
2
19
691
8
2024-07-14 15:21:39.266452
Good
No
Daily
Apartment
1,322
1,180,994
22
Female
2,563
Divorced
0
High School
Self-Employed
33.923109
Urban
Premium
null
17
517
1
2024-07-22 15:21:39.155231
Average
No
Daily
Condo
2,194
1,180,995
25
Male
36,378
Single
1
Bachelor's
null
40.567337
Rural
Comprehensive
0
6
633
4
2022-05-27 15:21:39.129190
Poor
Yes
Monthly
House
1,068
1,180,996
50
Male
36,992
Married
2
Master's
Employed
16.03061
Urban
Basic
0
8
535
8
2024-06-04 15:21:39.202448
Good
Yes
Daily
Apartment
1,854
1,180,997
20
Female
45,140
Divorced
3
Bachelor's
Self-Employed
13.88203
Suburban
Premium
2
19
459
9
2021-08-31 15:21:39.092127
Poor
No
Weekly
House
83
1,180,998
21
Female
29,092
Married
3
Bachelor's
Employed
29.957274
Urban
Comprehensive
0
18
615
5
2020-06-02 15:21:39.079128
null
Yes
Weekly
Apartment
827
1,180,999
31
Female
1,310
Married
2
Bachelor's
Self-Employed
12.445636
Rural
Premium
0
8
536
1
2023-12-18 15:21:39.129190
null
No
Daily
Condo
2,072