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
800
52
Male
23,456
Divorced
3
High School
Self-Employed
35.958227
Rural
Comprehensive
2
14
577
2
2020-08-15 15:21:39.184157
Average
Yes
Daily
House
657
801
37
Male
1,784
Single
1
Bachelor's
Self-Employed
47.599844
Suburban
Comprehensive
2
11
456
2
2019-10-24 15:21:39.286113
Average
Yes
Rarely
Condo
2,100
802
21
Female
18,282
Single
2
High School
Employed
45.284423
Rural
Basic
3
5
644
9
2020-03-25 15:21:39.290098
Average
No
Rarely
House
717
803
63
Male
29,415
Single
1
Master's
null
null
Rural
Premium
null
19
469
9
2020-11-21 15:21:39.180553
Good
No
Weekly
Apartment
1,378
804
64
Female
64,857
Single
0
PhD
Unemployed
5.959314
Suburban
Comprehensive
0
13
715
8
2024-01-18 15:21:39.090124
Poor
Yes
Monthly
Apartment
379
805
21
Female
2,541
Single
null
PhD
Self-Employed
26.891013
Suburban
Premium
3
13
406
8
2019-08-29 15:21:39.179186
null
Yes
Daily
House
1,091
806
45
Male
63,715
Married
2
PhD
Employed
16.933003
Rural
Premium
null
1
607
3
2022-11-15 15:21:39.237118
Good
No
Rarely
House
3,688
807
45
Male
141,161
Divorced
3
PhD
null
29.443733
Rural
Comprehensive
3
15
564
9
2020-09-08 15:21:39.172097
Poor
No
Daily
Apartment
310
808
25
Male
13,096
Divorced
3
PhD
null
9.837453
Urban
Premium
null
3
501
1
2021-04-27 15:21:39.196387
null
No
Rarely
Apartment
36
809
23
Female
12,094
Divorced
1
PhD
Unemployed
28.976117
Rural
Comprehensive
1
14
845
1
2024-06-16 15:21:39.259788
Good
Yes
Weekly
Apartment
817
810
25
Male
87,873
Divorced
3
High School
Employed
17.811192
Rural
Premium
1
5
397
8
2023-04-10 15:21:39.283783
Average
No
Rarely
Condo
492
811
43
Female
8,054
Divorced
0
Bachelor's
Self-Employed
12.849269
Urban
Comprehensive
0
18
639
7
2023-11-21 15:21:39.092127
Good
Yes
Monthly
House
546
812
21
Female
20,797
Single
4
Bachelor's
Self-Employed
12.693567
Rural
Basic
0
17
696
3
2024-06-03 15:21:39.106582
Poor
Yes
Rarely
Apartment
1,584
813
61
Female
117,465
Divorced
null
High School
Employed
50.320134
Suburban
Premium
1
15
null
7
2021-12-11 15:21:39.254678
null
Yes
Monthly
Condo
1,491
814
21
Female
106,792
Married
2
Master's
Employed
28.147898
Urban
Premium
null
15
423
7
2020-10-05 15:21:39.155231
Poor
No
Weekly
House
2,766
815
36
Male
16,863
Single
1
Bachelor's
null
16.246836
Urban
Comprehensive
1
17
729
2
2021-05-27 15:21:39.261856
Good
Yes
Monthly
Condo
685
816
43
Female
2,452
Divorced
2
PhD
Employed
51.231582
Urban
Premium
0
1
524
3
2023-02-11 15:21:39.237118
Poor
No
Daily
House
80
817
20
Male
16,339
Single
4
Bachelor's
null
10.086499
Rural
Comprehensive
0
14
508
8
2019-11-26 15:21:39.237118
Average
No
Monthly
Condo
921
818
43
Female
40,323
Divorced
2
Bachelor's
null
31.914605
Suburban
Basic
0
14
646
5
2021-01-28 15:21:39.250151
Average
No
Rarely
Condo
996
819
52
Male
13,982
Single
2
High School
Unemployed
41.836972
Urban
Comprehensive
null
2
417
6
2021-09-14 15:21:39.134960
Good
No
Weekly
Apartment
32
820
62
Female
54,560
Married
4
Master's
Employed
14.096036
Suburban
Comprehensive
null
16
361
9
2021-06-15 15:21:39.204790
Poor
No
Monthly
Apartment
2,534
821
55
Female
3,904
Single
1
High School
Unemployed
20.623881
Rural
Comprehensive
null
13
721
1
2022-07-04 15:21:39.182597
Average
Yes
Weekly
Condo
23
822
null
Female
5,541
Divorced
3
Master's
Self-Employed
18.838129
Rural
Basic
0
15
761
6
2022-04-29 15:21:39.249100
Poor
Yes
Daily
Condo
468
823
63
Female
15,641
Married
2
PhD
Self-Employed
9.129983
Urban
Premium
1
18
524
7
2022-07-19 15:21:39.155231
Poor
No
Rarely
Apartment
1,182
824
29
Female
2,934
Single
1
Bachelor's
Employed
28.539158
Rural
Premium
1
7
639
6
2019-10-03 15:21:39.121169
Average
Yes
Monthly
House
710
825
55
Male
126,626
Divorced
null
High School
Employed
21.807902
Rural
Basic
2
11
834
2
2021-06-13 15:21:39.237118
null
No
Monthly
House
910
826
29
Male
39,149
Married
2
Bachelor's
Employed
15.007826
Urban
Basic
null
9
484
9
2021-07-06 15:21:39.290098
Average
Yes
Weekly
Apartment
53
827
34
Male
38,216
Married
4
Bachelor's
Unemployed
15.878373
Suburban
Basic
1
14
null
2
2021-11-19 15:21:39.121169
Good
Yes
Weekly
Condo
792
828
22
Male
74,988
Divorced
2
Master's
Employed
12.824472
Rural
Comprehensive
3
4
null
8
2024-04-21 15:21:39.080440
null
No
Monthly
House
1,140
829
51
Male
42,337
Divorced
2
High School
null
15.81679
Urban
Premium
1
18
null
1
2020-07-30 15:21:39.112553
Good
Yes
Rarely
Apartment
1,604
830
57
Male
25,558
Married
0
Master's
Employed
31.597629
Rural
Comprehensive
null
6
null
8
2022-07-20 15:21:39.126661
Average
Yes
Weekly
House
817
831
40
Male
16,285
Single
1
Bachelor's
Employed
21.643968
Urban
Basic
null
18
null
6
2022-08-29 15:21:39.155231
Good
No
Weekly
Apartment
26
832
33
Male
34,372
Divorced
2
Bachelor's
Self-Employed
6.788168
Suburban
Premium
0
16
523
1
2020-03-12 15:21:39.149731
Poor
Yes
Monthly
Condo
1,640
833
39
Female
5,829
Single
1
High School
Self-Employed
42.452194
Urban
Comprehensive
null
15
736
4
2020-11-22 15:21:39.233485
Average
Yes
Weekly
Condo
522
834
40
Male
23,407
Divorced
1
Master's
Employed
21.625967
Urban
Comprehensive
1
9
518
8
2019-08-29 15:21:39.265513
Good
Yes
Monthly
Apartment
3,633
835
62
Male
18,031
Married
2
Master's
Unemployed
5.293931
Suburban
Premium
0
12
467
6
2020-11-24 15:21:39.223901
Average
No
Monthly
Apartment
959
836
26
Male
45,907
Single
0
Bachelor's
Self-Employed
27.829013
Rural
Premium
null
18
522
2
2021-02-10 15:21:39.134960
Average
Yes
Daily
Condo
992
837
50
Male
132,437
Divorced
1
PhD
null
8.099578
Rural
Comprehensive
1
7
454
5
2024-03-13 15:21:39.134960
Good
No
Daily
Condo
1,562
838
43
Male
3,329
Single
2
PhD
Self-Employed
null
Urban
Comprehensive
0
0
706
9
2020-01-23 15:21:39.173834
null
Yes
Rarely
House
1,150
839
23
Male
17,781
Single
0
PhD
Unemployed
11.51022
Urban
Comprehensive
null
5
437
2
2021-09-29 15:21:39.180553
Good
No
Daily
Condo
1,150
840
62
Male
10,556
Single
4
Bachelor's
Employed
23.135535
Rural
Basic
1
14
790
4
2022-09-18 15:21:39.171102
Average
Yes
Monthly
Apartment
1,276
841
44
Female
43,886
Single
4
High School
Employed
29.827137
Urban
Premium
0
15
782
4
2021-06-22 15:21:39.134960
Poor
Yes
Weekly
Condo
656
842
30
Male
5,877
Divorced
0
Bachelor's
Unemployed
19.239326
Urban
Comprehensive
null
2
694
7
2021-03-13 15:21:39.247098
Good
No
Rarely
Condo
905
843
35
Male
27,791
Divorced
3
PhD
null
27.845006
Rural
Premium
2
3
573
1
2022-08-07 15:21:39.122134
Poor
Yes
Daily
Apartment
939
844
24
Male
5,857
Divorced
3
Master's
Unemployed
21.97225
Rural
Premium
0
17
418
4
2021-04-03 15:21:39.116179
Good
No
Weekly
House
2,895
845
30
Male
24,997
Divorced
3
High School
Unemployed
51.959162
Suburban
Comprehensive
0
2
699
5
2020-03-09 15:21:39.134960
Average
Yes
Weekly
Condo
1,139
846
42
Female
38,775
Single
4
Bachelor's
null
14.732128
Rural
Basic
1
8
760
2
2021-08-23 15:21:39.079128
Average
No
Rarely
Condo
1,140
847
46
Female
17,129
Married
3
Bachelor's
Unemployed
42.121078
Suburban
Basic
1
9
571
8
2019-09-14 15:21:39.265513
Average
Yes
Rarely
Apartment
2,340
848
43
Male
29,784
Divorced
0
PhD
Unemployed
31.851197
Rural
Premium
1
15
null
3
2020-01-06 15:21:39.108562
Average
Yes
Rarely
House
665
849
45
Male
60,760
Single
4
Bachelor's
Employed
23.186858
Urban
Basic
1
11
331
6
2023-03-22 15:21:39.155231
Good
No
Weekly
House
3,188
850
40
Female
24,604
Divorced
1
High School
Employed
28.869033
Rural
Comprehensive
null
4
778
4
2020-09-25 15:21:39.119168
Poor
Yes
Monthly
Apartment
1,400
851
27
Female
15,126
Divorced
3
High School
null
4.524535
Suburban
Comprehensive
1
15
null
3
2023-07-11 15:21:39.107553
Good
Yes
Rarely
House
862
852
24
Male
52,323
Married
null
High School
Unemployed
19.502464
Suburban
Premium
0
9
403
3
2023-10-30 15:21:39.155231
Poor
No
Monthly
Condo
821
853
31
Male
131,733
Divorced
3
Bachelor's
null
null
Rural
Basic
2
9
449
6
2021-11-22 15:21:39.106582
Good
No
Weekly
Apartment
1,631
854
48
Female
16,038
Married
3
Bachelor's
Employed
11.015823
Suburban
Comprehensive
1
10
563
6
2021-07-21 15:21:39.134960
Poor
Yes
Monthly
Condo
304
855
45
Female
45,122
Single
0
PhD
Self-Employed
7.560826
Rural
Premium
null
2
830
1
2022-08-24 15:21:39.155231
Good
Yes
Daily
House
2,949
856
57
Male
34,111
Single
null
Master's
Self-Employed
36.47235
Rural
Premium
null
3
759
6
2022-03-24 15:21:39.122134
Good
Yes
Rarely
Condo
557
857
21
Male
null
Single
4
PhD
Unemployed
null
Urban
Comprehensive
1
0
449
9
2021-04-23 15:21:39.245086
Poor
No
Weekly
House
596
858
33
Female
3,547
Single
4
Master's
null
26.393411
Suburban
Comprehensive
1
2
316
2
2022-11-08 15:21:39.229482
Good
No
Daily
House
1,131
859
27
Male
38,323
Single
2
PhD
Unemployed
22.478471
Suburban
Basic
0
11
null
9
2024-01-03 15:21:39.194829
Good
No
Weekly
Apartment
40
860
61
Male
10,580
Divorced
1
PhD
Unemployed
30.898422
Rural
Premium
0
6
573
3
2023-01-07 15:21:39.233485
Poor
Yes
Rarely
Apartment
1,970
861
41
Female
12,981
Divorced
2
High School
Unemployed
30.987924
Urban
Comprehensive
1
8
559
9
2020-04-21 15:21:39.237118
Poor
No
Weekly
Apartment
2,129
862
38
Female
947
Single
3
High School
Employed
17.502268
Suburban
Premium
0
5
693
9
2023-08-01 15:21:39.188220
Average
Yes
Rarely
House
171
863
23
Male
115,759
Divorced
0
Master's
null
14.745856
Urban
Premium
1
12
329
9
2021-08-25 15:21:39.237118
Good
Yes
Rarely
Apartment
1,380
864
27
Female
2,667
Married
0
High School
Employed
45.497652
Rural
Premium
1
8
null
6
2022-09-06 15:21:39.276901
Poor
Yes
Monthly
Condo
2,313
865
32
Female
25,168
Married
0
Bachelor's
null
32.719105
Suburban
Basic
3
15
null
7
2021-12-22 15:21:39.151732
Good
No
Monthly
Apartment
3,122
866
41
Male
3,891
Single
3
PhD
Employed
47.798251
Rural
Premium
0
10
586
9
2021-10-16 15:21:39.274993
null
Yes
Rarely
Apartment
130
867
39
Male
1,668
Single
null
PhD
null
23.47143
Suburban
Comprehensive
null
9
710
3
2021-12-14 15:21:39.131192
Good
No
Monthly
Apartment
3,214
868
47
Male
988
Married
1
High School
Employed
40.086333
Rural
Basic
null
4
505
1
2019-12-15 15:21:39.216387
Good
No
Monthly
Condo
1,878
869
64
Female
34,015
Single
2
High School
Self-Employed
13.771329
Suburban
Basic
null
15
797
5
2021-02-22 15:21:39.231531
Average
No
Weekly
House
1,218
870
18
Male
13,672
Divorced
null
Master's
Employed
26.452977
Suburban
Basic
0
15
567
6
2022-07-25 15:21:39.192212
Good
Yes
Rarely
Condo
2,678
871
47
Female
18,073
Divorced
2
Master's
Self-Employed
32.579341
Urban
Basic
null
14
null
1
2021-02-25 15:21:39.097737
Average
Yes
Weekly
House
635
872
60
Male
174
Married
null
PhD
Self-Employed
14.907277
Urban
Comprehensive
0
0
360
1
2020-07-25 15:21:39.211806
Poor
Yes
Daily
Apartment
876
873
29
Male
25,962
Divorced
4
PhD
Unemployed
13.912422
Urban
Basic
0
6
null
6
2020-09-12 15:21:39.237118
Poor
Yes
Monthly
Condo
495
874
29
Female
52,287
Divorced
null
Bachelor's
Unemployed
10.78866
Suburban
Comprehensive
2
16
437
8
2020-04-26 15:21:39.090124
Poor
No
Weekly
Condo
2,799
875
57
Female
43,738
null
4
PhD
Employed
32.084786
Rural
Premium
0
0
692
4
2024-04-27 15:21:39.182597
Good
No
Weekly
Condo
3,870
876
53
Male
25,845
Divorced
0
High School
null
17.957242
Urban
Premium
null
10
825
8
2019-08-24 15:21:39.080440
Poor
No
Weekly
House
584
877
42
Male
34,207
Married
3
PhD
Unemployed
26.813334
Rural
Comprehensive
null
0
755
9
2020-09-12 15:21:39.237118
Average
No
Daily
House
1,029
878
51
Male
7,076
Single
0
PhD
null
13.519911
Urban
Premium
null
19
802
4
2020-12-06 15:21:39.126661
Average
No
Weekly
Condo
1,181
879
41
Male
10,984
Divorced
4
Master's
Self-Employed
18.595553
Suburban
Comprehensive
null
16
699
3
2023-09-14 15:21:39.249100
Good
Yes
Rarely
Apartment
1,344
880
25
Male
18,110
Married
3
PhD
Self-Employed
21.616036
Suburban
Comprehensive
1
11
710
6
2023-11-16 15:21:39.090124
Average
Yes
Daily
Condo
1,068
881
41
Female
25,981
Divorced
1
Master's
Self-Employed
31.983092
Rural
Premium
2
3
554
1
2023-05-27 15:21:39.177724
Poor
Yes
Monthly
House
542
882
51
Male
1,250
Married
2
High School
null
37.857318
Suburban
Premium
1
13
302
5
2020-09-04 15:21:39.155231
Average
Yes
Monthly
House
1,282
883
45
Female
21,883
Divorced
3
High School
Unemployed
33.869357
Urban
Basic
0
18
682
8
2021-06-18 15:21:39.146733
Average
No
Rarely
Condo
1,367
884
48
Female
11,429
Single
2
High School
null
43.837345
Rural
Basic
0
4
588
7
2023-03-10 15:21:39.164044
null
Yes
Monthly
Apartment
955
885
33
Female
29,365
Single
4
Master's
Self-Employed
51.256726
Suburban
Basic
null
12
801
9
2020-10-16 15:21:39.237118
Average
Yes
Rarely
Apartment
1,552
886
27
Male
8,078
Single
3
Bachelor's
Self-Employed
20.908633
Suburban
Premium
null
4
834
8
2022-12-13 15:21:39.229482
Average
No
Daily
Apartment
2,226
887
30
Female
4,862
Married
2
High School
null
null
Urban
Comprehensive
1
17
495
6
2021-12-21 15:21:39.090124
Poor
Yes
Rarely
House
2,133
888
56
Female
53,820
Single
3
High School
null
17.735785
Rural
Premium
2
3
641
7
2020-05-22 15:21:39.145732
Average
Yes
Monthly
Apartment
3,111
889
37
Male
40,081
Single
1
High School
null
15.164424
Suburban
Comprehensive
null
14
350
5
2023-09-04 15:21:39.283783
Poor
No
Daily
Condo
2,519
890
42
Male
3,565
Married
4
PhD
null
33.898563
Rural
Basic
null
3
829
8
2024-01-11 15:21:39.094752
Good
No
Weekly
House
2,172
891
61
Male
14,803
Divorced
0
High School
null
19.857004
Urban
Basic
null
5
608
7
2020-06-16 15:21:39.198406
Average
Yes
Weekly
House
731
892
54
Male
53,518
Single
1
Bachelor's
Unemployed
16.377775
Rural
Comprehensive
2
5
786
8
2022-09-15 15:21:39.134960
Average
Yes
Monthly
House
39
893
29
Female
55,730
Divorced
3
High School
null
51.743179
Urban
Comprehensive
1
8
null
8
2023-11-04 15:21:39.170099
Good
No
Rarely
House
629
894
29
Female
52,812
Married
3
Bachelor's
Unemployed
51.869894
Rural
Basic
null
13
798
3
2023-05-12 15:21:39.096739
Average
No
Rarely
Condo
495
895
23
Male
8,987
Married
1
PhD
Employed
20.422324
Urban
Premium
null
14
376
3
2023-01-18 15:21:39.169102
Average
Yes
Monthly
Condo
2,972
896
28
Female
2,820
Divorced
0
Bachelor's
Employed
30.173513
Rural
Comprehensive
0
19
318
8
2020-07-06 15:21:39.166062
Average
No
Daily
House
588
897
50
Female
2,480
Married
3
Bachelor's
null
23.174049
Suburban
Comprehensive
0
8
711
8
2022-03-08 15:21:39.086123
Poor
No
Rarely
Condo
30
898
44
Female
113,066
Single
0
PhD
null
34.127076
Suburban
Comprehensive
2
1
308
5
2022-12-19 15:21:39.174719
Good
Yes
Rarely
House
724
899
34
Female
33,113
Married
4
Master's
Unemployed
19.754466
Rural
Premium
1
17
704
5
2019-11-17 15:21:39.155231
Poor
Yes
Weekly
House
581