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
11,000
49
Female
69,519
Single
4
High School
null
51.466945
Urban
Comprehensive
1
6
null
9
2023-08-07 15:21:39.237118
null
Yes
Monthly
Condo
1,284
11,001
27
Male
null
Divorced
3
Bachelor's
null
14.859685
Suburban
Comprehensive
2
9
814
9
2021-02-27 15:21:39.237118
Good
No
Rarely
Apartment
231
11,002
null
Male
27,089
Single
1
PhD
Unemployed
12.271593
Urban
Premium
0
4
806
9
2024-04-29 15:21:39.150730
Poor
No
Monthly
Apartment
2,895
11,003
62
Female
15,409
Married
3
PhD
null
4.967504
Rural
Premium
1
7
791
3
2020-06-25 15:21:39.237118
Poor
Yes
Monthly
Condo
33
11,004
55
Male
16,071
Married
2
High School
Unemployed
25.396914
Suburban
Premium
1
11
528
6
2024-01-13 15:21:39.134960
Good
No
Weekly
House
790
11,005
18
Female
3,067
Single
2
Bachelor's
Employed
37.381676
Rural
Basic
null
8
718
1
2021-02-15 15:21:39.175719
Poor
Yes
Rarely
Condo
29
11,006
64
Female
32,349
Divorced
4
Bachelor's
Unemployed
16.333872
Suburban
Basic
0
7
840
1
2024-07-15 15:21:39.245086
Average
Yes
Monthly
House
322
11,007
61
Male
24,897
Single
1
Bachelor's
Unemployed
42.266598
Rural
Premium
0
9
513
8
2021-12-30 15:21:39.134960
Average
Yes
Monthly
Condo
703
11,008
62
Male
35,808
Divorced
3
Bachelor's
null
16.83927
Rural
Basic
null
18
null
6
2022-08-03 15:21:39.145732
Poor
Yes
Rarely
Apartment
35
11,009
56
Male
66,829
Married
1
Bachelor's
Self-Employed
30.948802
Suburban
Premium
2
15
null
5
2020-12-23 15:21:39.264504
null
No
Weekly
Apartment
1,646
11,010
27
Female
51,178
Married
0
Master's
Self-Employed
29.89493
Rural
Premium
3
12
582
7
2019-12-23 15:21:39.176717
null
Yes
Weekly
Apartment
926
11,011
20
Male
27,517
Single
2
High School
Employed
25.553665
Urban
Comprehensive
3
11
680
8
2020-02-29 15:21:39.090124
Average
Yes
Monthly
House
260
11,012
34
Female
34,669
Single
null
High School
Employed
18.958399
Rural
Basic
null
13
334
3
2021-01-03 15:21:39.184157
Average
No
Monthly
Apartment
3,480
11,013
60
Male
41,383
Divorced
null
High School
Self-Employed
25.894192
Rural
Premium
0
11
577
5
2020-05-10 15:21:39.169102
Poor
Yes
Monthly
Condo
320
11,014
43
Female
29,084
Single
0
PhD
Unemployed
24.711702
Suburban
Comprehensive
0
4
829
3
2020-12-04 15:21:39.120168
Poor
Yes
Daily
Condo
644
11,015
53
Female
18,300
Single
3
PhD
null
45.458966
Urban
Comprehensive
1
7
745
8
2023-12-16 15:21:39.208842
Average
No
Monthly
House
2,686
11,016
33
Female
3,450
Single
4
High School
Employed
null
Rural
Comprehensive
1
0
null
9
2024-01-04 15:21:39.285112
Average
Yes
Monthly
Apartment
441
11,017
22
Male
6,837
Single
null
PhD
null
27.527266
Suburban
Comprehensive
1
1
578
4
2023-03-08 15:21:39.259788
Poor
No
Rarely
Apartment
1,519
11,018
37
Female
5,535
Married
null
Master's
Unemployed
11.387864
Urban
Premium
0
15
521
7
2019-10-31 15:21:39.190215
Good
Yes
Monthly
Condo
1,328
11,019
46
Male
16,211
Single
null
PhD
Self-Employed
15.036212
Urban
Premium
1
17
772
7
2019-10-04 15:21:39.166062
Good
Yes
Monthly
House
533
11,020
47
Female
28,785
Single
4
Master's
Employed
30.567237
Suburban
Premium
null
15
833
4
2021-03-25 15:21:39.265513
Good
Yes
Weekly
House
615
11,021
42
Male
937
Married
3
PhD
Self-Employed
6.388903
Urban
Premium
2
5
767
1
2023-07-20 15:21:39.155231
Average
No
Weekly
House
25
11,022
null
Male
16,649
Married
3
PhD
Unemployed
51.955014
Urban
Comprehensive
0
9
null
6
2024-06-02 15:21:39.192212
Average
No
Rarely
Apartment
469
11,023
44
Male
40,336
Single
2
Bachelor's
null
11.958579
Rural
Comprehensive
null
2
523
4
2023-05-26 15:21:39.290098
Poor
Yes
Daily
House
1,363
11,024
28
Male
47,008
Single
null
High School
Self-Employed
12.077446
Suburban
Premium
0
18
415
5
2024-05-23 15:21:39.134960
Good
No
Monthly
Apartment
1,758
11,025
57
Female
2,905
Single
4
PhD
Employed
43.382278
Rural
Basic
1
2
772
1
2022-07-25 15:21:39.111551
Average
Yes
Rarely
Apartment
130
11,026
25
Male
70,792
Divorced
0
Master's
Unemployed
13.939863
Suburban
Premium
1
18
632
9
2022-05-13 15:21:39.199447
Poor
No
Daily
House
115
11,027
60
Male
5,295
Married
1
PhD
Unemployed
7.924227
Suburban
Premium
1
0
333
4
2020-02-22 15:21:39.134960
Average
Yes
Monthly
House
1,250
11,028
47
Male
11,582
Divorced
1
PhD
null
9.262669
Urban
Comprehensive
null
16
562
1
2024-01-31 15:21:39.089116
Good
Yes
Daily
Apartment
840
11,029
38
Female
97,518
Married
1
High School
Employed
42.724862
Rural
Premium
1
12
467
3
2023-06-03 15:21:39.250151
Poor
Yes
Weekly
Apartment
3,700
11,030
47
Male
45,416
Divorced
3
High School
Self-Employed
43.638854
Urban
Premium
2
0
703
2
2019-12-03 15:21:39.080440
Poor
No
Rarely
House
3,279
11,031
22
Male
75,779
Married
null
PhD
Employed
21.039052
Urban
Comprehensive
null
14
519
2
2021-07-13 15:21:39.105504
null
Yes
Monthly
House
96
11,032
48
Male
12,962
Divorced
2
Bachelor's
null
null
Suburban
Premium
0
13
657
2
2021-02-13 15:21:39.276901
Good
Yes
Weekly
Apartment
677
11,033
22
Male
73,385
Single
1
High School
Self-Employed
13.908264
Suburban
Comprehensive
0
19
487
5
2023-03-18 15:21:39.155231
Poor
Yes
Daily
Condo
2,238
11,034
38
Male
6,962
Divorced
3
High School
Employed
16.56763
Rural
Premium
null
5
621
2
2023-07-22 15:21:39.272456
Good
No
Weekly
House
805
11,035
38
Female
45,689
Single
null
High School
Self-Employed
12.243095
Suburban
Premium
1
4
336
5
2020-04-09 15:21:39.204201
Average
No
Monthly
Apartment
1,281
11,036
35
Male
41,784
Married
1
Bachelor's
Employed
33.067668
Urban
Comprehensive
1
11
510
3
2021-01-17 15:21:39.134960
Average
Yes
Daily
Condo
269
11,037
63
Female
712
Single
1
PhD
Self-Employed
40.145097
Urban
Comprehensive
1
14
795
9
2021-08-20 15:21:39.237118
Average
Yes
Daily
Apartment
2,428
11,038
56
Female
78,136
Married
2
Master's
Self-Employed
12.241106
Rural
Comprehensive
null
3
531
3
2020-12-21 15:21:39.134960
Poor
No
Monthly
Apartment
82
11,039
42
Male
5,938
Divorced
null
Bachelor's
null
null
Rural
Premium
1
19
658
7
2020-11-09 15:21:39.134960
Poor
Yes
Rarely
Condo
587
11,040
44
Male
10,127
Single
1
Bachelor's
Self-Employed
43.094808
Suburban
Premium
0
2
522
8
2020-09-24 15:21:39.256696
Good
Yes
Rarely
House
1,090
11,041
26
Male
166
Divorced
3
High School
Self-Employed
32.637895
Suburban
Basic
null
18
390
7
2024-01-19 15:21:39.092127
null
Yes
Monthly
House
614
11,042
63
Female
10,904
Single
1
Master's
null
11.555067
Urban
Comprehensive
0
3
622
5
2021-11-12 15:21:39.121169
Poor
Yes
Monthly
Condo
458
11,043
36
Male
1,475
Divorced
1
High School
Self-Employed
null
Suburban
Premium
0
2
831
9
2024-07-13 15:21:39.279729
Good
No
Weekly
Condo
874
11,044
61
Male
23,700
Single
0
Master's
null
null
Urban
Comprehensive
1
1
476
3
2024-07-23 15:21:39.134960
null
Yes
Daily
House
1,639
11,045
50
Male
24,249
Single
2
Bachelor's
null
17.764265
Suburban
Premium
1
14
791
3
2024-07-24 15:21:39.237118
Good
Yes
Rarely
Condo
857
11,046
64
Male
45,927
Divorced
0
Bachelor's
Employed
14.170836
Rural
Basic
0
7
813
4
2022-10-02 15:21:39.231531
Average
Yes
Daily
House
846
11,047
43
Female
35,337
Single
3
Master's
Employed
42.096293
Suburban
Comprehensive
0
9
436
1
2023-11-20 15:21:39.215386
Poor
Yes
Monthly
House
232
11,048
19
Female
7,894
Married
4
Bachelor's
Unemployed
28.865996
Urban
Basic
0
1
734
9
2019-12-18 15:21:39.134960
Average
No
Daily
Apartment
976
11,049
31
Male
1,277
Divorced
1
Master's
Unemployed
20.338825
Rural
Premium
2
5
588
9
2023-07-31 15:21:39.175719
Average
Yes
Monthly
Apartment
617
11,050
25
Male
10,051
Divorced
0
Master's
null
20.144908
Suburban
Basic
0
5
364
8
2024-06-14 15:21:39.107553
Average
Yes
Rarely
Condo
1,324
11,051
47
Female
18,051
Married
1
PhD
Employed
19.996252
Rural
Comprehensive
null
12
581
5
2022-08-23 15:21:39.208842
Poor
No
Monthly
House
1,033
11,052
40
Male
15,201
Divorced
1
High School
Employed
null
Urban
Basic
2
14
690
9
2020-04-17 15:21:39.237118
Average
Yes
Daily
Apartment
867
11,053
23
Female
27,463
Single
0
PhD
Employed
null
Rural
Comprehensive
null
9
824
9
2024-05-01 15:21:39.271453
Average
No
Monthly
Apartment
1,601
11,054
52
Female
72,593
Divorced
4
High School
Self-Employed
28.597769
Suburban
Basic
0
19
463
4
2021-11-30 15:21:39.134960
Poor
No
Weekly
Condo
30
11,055
64
Female
63,949
Divorced
3
PhD
null
32.097516
Suburban
Premium
2
6
543
5
2020-12-09 15:21:39.082499
Average
No
Monthly
Condo
2,731
11,056
47
Male
11,534
Divorced
null
Bachelor's
Self-Employed
22.238033
Urban
Premium
0
7
778
4
2022-09-10 15:21:39.087123
Poor
Yes
Rarely
House
749
11,057
46
Female
4,988
Married
2
High School
Unemployed
22.929562
Suburban
Comprehensive
2
15
null
6
2020-10-03 15:21:39.237118
Average
Yes
Rarely
Condo
49
11,058
35
Male
6,991
Single
3
Bachelor's
Self-Employed
11.664893
Urban
Basic
1
9
725
8
2021-08-20 15:21:39.172097
Average
Yes
Monthly
Condo
643
11,059
38
Female
888
Divorced
3
Master's
Employed
11.956419
Urban
Comprehensive
2
7
657
5
2023-11-27 15:21:39.190215
Average
No
Rarely
Condo
1,718
11,060
53
Male
60,069
Married
3
Master's
Self-Employed
51.849183
Rural
Comprehensive
null
9
732
9
2021-04-07 15:21:39.237118
Good
No
Rarely
Apartment
1,441
11,061
20
Female
28,682
Divorced
3
Master's
Unemployed
10.359429
Urban
Premium
null
3
762
9
2021-02-26 15:21:39.134960
Average
No
Daily
Condo
1,349
11,062
58
Female
47,857
Divorced
3
Bachelor's
Unemployed
28.232725
Suburban
Basic
null
17
null
3
2020-09-21 15:21:39.121169
Poor
No
Weekly
Apartment
220
11,063
25
Male
10,984
Divorced
1
Bachelor's
Self-Employed
10.681979
Suburban
Basic
0
6
761
9
2023-02-23 15:21:39.092127
Good
Yes
Daily
Apartment
240
11,064
54
Male
6,016
Single
2
Master's
Employed
18.716672
Urban
Premium
null
0
null
3
2022-11-10 15:21:39.176717
Poor
Yes
Daily
House
1,505
11,065
41
Female
5,523
Single
2
Bachelor's
Unemployed
39.456857
Suburban
Basic
2
6
439
3
2020-06-21 15:21:39.250151
Poor
Yes
Monthly
House
1,686
11,066
51
Male
899
Divorced
2
High School
Employed
32.955164
Urban
Basic
0
4
373
9
2023-12-27 15:21:39.148733
Good
Yes
Rarely
Apartment
381
11,067
18
Female
9,894
Single
4
PhD
Employed
22.085092
Rural
Basic
null
17
705
3
2023-07-24 15:21:39.092127
Average
Yes
Weekly
Condo
1,662
11,068
61
Male
44,997
Single
3
High School
Unemployed
5.816373
Rural
Comprehensive
3
9
744
3
2019-12-24 15:21:39.155231
Average
Yes
Daily
House
1,203
11,069
60
Male
51,834
Single
0
PhD
Employed
23.945679
Urban
Basic
0
19
615
9
2022-10-13 15:21:39.229482
Average
No
Rarely
Apartment
406
11,070
54
Male
23,151
Married
4
Bachelor's
Employed
18.006973
Rural
Basic
2
12
324
9
2022-05-28 15:21:39.209847
null
Yes
Monthly
Apartment
1,419
11,071
50
Male
25,787
Divorced
2
PhD
Employed
14.382509
Suburban
Basic
1
8
null
4
2022-06-03 15:21:39.151732
Good
Yes
Monthly
Condo
2,577
11,072
53
Female
13,224
Married
2
Master's
Self-Employed
23.624011
Urban
Premium
0
3
437
6
2023-02-25 15:21:39.134960
Poor
Yes
Daily
House
2,269
11,073
29
Female
6,023
Divorced
0
Master's
null
27.91281
Suburban
Premium
0
0
489
5
2020-08-02 15:21:39.250151
Poor
Yes
Daily
House
709
11,074
43
Female
7,704
Divorced
2
Master's
Self-Employed
16.972756
Rural
Premium
2
2
533
4
2022-04-06 15:21:39.260856
Good
No
Weekly
Condo
546
11,075
64
Male
38,492
Married
null
High School
Unemployed
5.635899
Suburban
Basic
null
8
776
3
2023-08-11 15:21:39.165120
Poor
Yes
Daily
Condo
160
11,076
55
Female
12,084
Single
0
High School
Self-Employed
22.944464
Rural
Basic
null
0
582
8
2022-11-19 15:21:39.236064
Good
No
Daily
House
709
11,077
24
Male
43,232
Divorced
2
Bachelor's
null
16.539731
Rural
Basic
0
6
null
5
2023-07-18 15:21:39.173834
Good
Yes
Rarely
House
298
11,078
41
Female
61,168
Single
2
High School
Employed
51.69371
Rural
Comprehensive
0
16
701
3
2021-01-07 15:21:39.080440
Average
No
Rarely
Condo
852
11,079
51
Female
14,082
Divorced
0
Bachelor's
Unemployed
11.382599
Suburban
Comprehensive
0
13
489
8
2021-08-02 15:21:39.261856
Average
No
Daily
House
912
11,080
35
Male
83,845
Divorced
3
Master's
Unemployed
33.586469
Urban
Comprehensive
2
13
453
4
2020-03-04 15:21:39.119168
Poor
Yes
Monthly
House
473
11,081
37
Female
88,652
Single
0
High School
Unemployed
57.415771
Rural
Basic
null
10
692
5
2020-08-07 15:21:39.145732
Good
Yes
Daily
House
915
11,082
42
Female
6,891
Single
0
Master's
Unemployed
11.017922
Rural
Premium
1
7
729
3
2021-07-03 15:21:39.155231
Average
Yes
Monthly
Apartment
744
11,083
34
Male
28,109
Single
1
Bachelor's
null
9.741401
Rural
Basic
3
10
543
8
2021-04-05 15:21:39.250151
Good
No
Rarely
House
1,732
11,084
23
Female
14,881
Single
2
High School
Self-Employed
12.814194
Suburban
Comprehensive
null
7
549
3
2020-06-28 15:21:39.192212
Good
No
Weekly
House
782
11,085
64
Male
34,177
Married
3
Master's
Employed
48.66776
Rural
Basic
2
16
438
8
2020-01-27 15:21:39.106582
Poor
Yes
Rarely
Apartment
1,874
11,086
57
Female
null
Divorced
null
High School
Unemployed
20.634138
Rural
Basic
null
11
811
4
2020-11-30 15:21:39.154008
Good
No
Daily
Apartment
122
11,087
27
Male
15,583
Divorced
0
PhD
Unemployed
48.583319
Suburban
Basic
null
14
455
9
2021-02-04 15:21:39.126661
Average
No
Weekly
Condo
1,525
11,088
48
Female
33,976
Married
4
Master's
Employed
12.926575
Suburban
Premium
2
14
null
4
2021-09-26 15:21:39.219432
Average
Yes
Daily
House
517
11,089
43
Female
25,247
Single
3
Master's
Unemployed
22.381612
Urban
Premium
0
9
819
2
2023-12-14 15:21:39.134960
Good
No
Weekly
Apartment
647
11,090
50
Female
17,183
Single
null
High School
null
32.067478
Rural
Premium
1
7
658
9
2023-12-13 15:21:39.259788
Average
Yes
Daily
House
661
11,091
49
Male
44,127
Single
3
PhD
Employed
9.857647
Rural
Premium
null
2
459
7
2023-04-21 15:21:39.185215
Good
Yes
Rarely
House
880
11,092
51
Male
24,294
Single
null
Master's
Employed
27.923369
Urban
Comprehensive
1
8
565
6
2023-04-16 15:21:39.245086
Good
No
Monthly
Apartment
622
11,093
18
Male
104,049
Divorced
0
Master's
Employed
11.966597
Rural
Basic
null
18
614
1
2023-07-25 15:21:39.270454
Good
Yes
Monthly
Apartment
176
11,094
37
Female
35,123
Single
0
PhD
null
11.526768
Suburban
Premium
1
0
704
6
2023-10-04 15:21:39.253660
Average
No
Rarely
House
942
11,095
26
Male
35,659
Divorced
0
High School
Unemployed
7.802622
Rural
Basic
0
18
832
1
2022-04-20 15:21:39.134960
Good
No
Monthly
House
220
11,096
38
Male
34,369
Single
3
High School
Unemployed
44.016876
Urban
Basic
1
19
468
9
2022-09-07 15:21:39.132191
Average
Yes
Rarely
Apartment
626
11,097
38
Male
98,838
Married
3
High School
Employed
38.407715
Urban
Basic
null
10
452
4
2024-04-22 15:21:39.192212
Good
No
Rarely
Condo
2,273
11,098
41
Male
26,584
Single
1
PhD
Unemployed
21.913643
Urban
Premium
null
8
718
3
2021-12-07 15:21:39.176717
Poor
No
Rarely
Condo
591
11,099
37
Male
36,272
Married
2
PhD
Unemployed
43.842536
Urban
Premium
null
10
330
7
2019-08-28 15:21:39.260856
Average
Yes
Rarely
Apartment
560