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
1,198,900
58
Female
3,465
Married
2
High School
Employed
27.14397
Suburban
Premium
1
8
506
1
2023-03-16 15:21:39.081504
Poor
No
Daily
House
861
1,198,901
21
Male
1,637
Married
1
Master's
null
22.163053
Rural
Premium
2
15
586
3
2020-02-24 15:21:39.188220
Poor
No
Weekly
Apartment
654
1,198,902
20
Female
3,923
Divorced
0
PhD
Employed
27.072766
Urban
Comprehensive
1
2
462
3
2020-10-06 15:21:39.132191
Good
Yes
Monthly
Apartment
25
1,198,903
44
Male
28,637
Married
2
Bachelor's
null
25.353715
Rural
Comprehensive
2
4
336
7
2020-08-04 15:21:39.175719
Good
Yes
Rarely
Apartment
1,071
1,198,904
43
Female
26,581
Single
2
High School
Unemployed
45.974197
Urban
Basic
0
0
722
1
2021-10-03 15:21:39.231531
Average
Yes
Weekly
House
1,496
1,198,905
48
Female
11,278
Divorced
1
PhD
Self-Employed
34.722963
Urban
Comprehensive
null
9
null
2
2023-01-08 15:21:39.134960
Poor
Yes
Daily
Condo
2,057
1,198,906
36
Male
51,249
Single
1
Bachelor's
Unemployed
23.290184
Suburban
Comprehensive
null
17
494
2
2019-08-19 15:21:39.265513
Average
No
Daily
House
101
1,198,907
25
Female
9,091
Single
3
Bachelor's
Self-Employed
44.0756
Suburban
Basic
0
13
607
2
2021-09-24 15:21:39.168099
Good
Yes
Weekly
House
1,714
1,198,908
32
Female
76,685
Married
null
Bachelor's
Unemployed
13.624994
Urban
Basic
2
5
581
6
2022-06-04 15:21:39.125660
Poor
No
Weekly
Condo
29
1,198,909
26
Female
38,297
Divorced
3
Bachelor's
null
11.92301
Rural
Premium
1
14
786
7
2024-05-11 15:21:39.232526
Poor
No
Monthly
Apartment
1,104
1,198,910
45
Female
43,777
Divorced
4
PhD
null
17.566801
Suburban
Basic
2
15
662
6
2022-12-23 15:21:39.155231
Poor
No
Weekly
Apartment
1,347
1,198,911
32
Male
26,625
Single
0
PhD
Unemployed
8.074715
Urban
Basic
0
7
518
4
2021-01-21 15:21:39.168099
Average
Yes
Rarely
Condo
130
1,198,912
64
Male
20,237
Divorced
4
High School
Self-Employed
30.345052
Rural
Basic
0
13
583
7
2020-10-12 15:21:39.173834
Average
No
Rarely
Apartment
3,472
1,198,913
34
Female
62,698
Single
1
Master's
Self-Employed
22.810039
Urban
Basic
null
11
318
1
2022-12-16 15:21:39.167099
Good
Yes
Rarely
Apartment
922
1,198,914
58
Female
1,379
Married
4
Master's
null
20.143047
Suburban
Premium
2
11
591
8
2021-08-09 15:21:39.190215
Poor
Yes
Rarely
Condo
901
1,198,915
52
Male
5,527
Single
4
High School
null
40.567337
Urban
Basic
null
9
533
4
2023-05-24 15:21:39.155231
Average
No
Monthly
Condo
785
1,198,916
50
Female
null
Divorced
1
High School
Employed
null
Suburban
Basic
null
4
837
4
2023-07-01 15:21:39.084065
Good
Yes
Rarely
Apartment
100
1,198,917
51
Female
5,838
Single
3
High School
Employed
6.639336
Suburban
Basic
1
16
523
5
2021-04-30 15:21:39.263607
Poor
Yes
Weekly
Condo
675
1,198,918
39
Female
801
Single
null
High School
Unemployed
24.495908
Suburban
Comprehensive
0
1
null
7
2023-11-03 15:21:39.276901
Average
No
Rarely
House
2,217
1,198,919
20
Male
12,984
Divorced
0
Bachelor's
Employed
8.251843
Suburban
Comprehensive
0
6
577
5
2021-02-18 15:21:39.155231
Good
Yes
Daily
Condo
532
1,198,920
54
Male
62,813
Married
null
PhD
null
13.086742
Urban
Premium
null
0
349
6
2024-06-11 15:21:39.213373
Average
No
Monthly
Condo
514
1,198,921
36
Female
49,523
Married
3
Bachelor's
Employed
33.754541
Rural
Basic
null
2
453
3
2019-10-11 15:21:39.086123
Average
No
Weekly
House
587
1,198,922
56
Female
18,227
Divorced
3
Master's
Employed
12.865677
Rural
Premium
null
8
589
3
2021-04-15 15:21:39.257696
Average
Yes
Monthly
House
1,498
1,198,923
49
Female
7,653
Married
4
Master's
null
40.553842
Rural
Comprehensive
null
5
792
5
2022-04-23 15:21:39.096739
Average
Yes
Weekly
Condo
742
1,198,924
46
Male
33,247
Married
0
PhD
Self-Employed
19.917882
Rural
Premium
0
2
331
3
2023-10-16 15:21:39.134960
Average
Yes
Monthly
Apartment
469
1,198,925
19
Male
707
Single
null
High School
null
34.914588
Urban
Premium
2
0
555
8
2020-11-06 15:21:39.251142
Poor
Yes
Daily
House
1,799
1,198,926
48
Female
944
Married
0
PhD
null
38.751348
Urban
Basic
null
2
693
9
2019-12-05 15:21:39.118178
Good
Yes
Weekly
House
3,046
1,198,927
21
Female
8,049
Divorced
1
PhD
null
18.397215
Suburban
Premium
1
4
null
3
2021-09-25 15:21:39.192212
Poor
No
Rarely
House
2,087
1,198,928
29
Female
626
Divorced
null
High School
null
26.829058
Urban
Premium
null
15
694
7
2023-05-29 15:21:39.198406
Poor
Yes
Daily
Condo
27
1,198,929
37
Female
100,846
Divorced
3
High School
null
40.168951
Suburban
Basic
null
11
533
3
2022-02-27 15:21:39.087123
Good
No
Daily
Apartment
362
1,198,930
44
Male
28,409
Divorced
4
PhD
Self-Employed
16.056821
Rural
Basic
null
8
null
5
2019-12-20 15:21:39.134960
Poor
Yes
Monthly
House
1,356
1,198,931
52
Male
44,604
Divorced
1
Master's
Self-Employed
43.79787
Urban
Basic
null
3
652
4
2019-10-26 15:21:39.080440
Poor
No
Rarely
Condo
1,236
1,198,932
22
Female
47,839
Single
3
PhD
null
44.766836
Rural
Premium
null
7
505
2
2023-11-21 15:21:39.079128
Average
Yes
Daily
Condo
33
1,198,933
55
Female
60,616
Married
3
PhD
null
39.576663
Rural
Comprehensive
null
1
557
2
2021-12-27 15:21:39.211806
Average
No
Monthly
Condo
292
1,198,934
50
Female
10,742
Divorced
0
PhD
null
27.945175
Urban
Basic
1
9
476
1
2021-01-29 15:21:39.206847
Average
No
Weekly
House
847
1,198,935
48
Female
675
Single
2
High School
Unemployed
16.366331
Urban
Comprehensive
3
3
835
3
2021-02-11 15:21:39.222387
Average
No
Monthly
Apartment
571
1,198,936
35
Female
74,075
Divorced
0
PhD
Unemployed
12.088214
Rural
Comprehensive
0
10
444
4
2022-08-01 15:21:39.134960
Average
Yes
Weekly
Apartment
2,629
1,198,937
61
Female
5,909
Single
4
Master's
Employed
22.957284
Suburban
Basic
3
14
472
7
2023-08-03 15:21:39.155231
Average
Yes
Rarely
House
1,228
1,198,938
64
Female
1,540
Single
3
Bachelor's
Self-Employed
null
Urban
Comprehensive
1
3
519
7
2021-03-30 15:21:39.126661
Average
No
Weekly
Condo
795
1,198,939
32
Male
1,076
Single
1
Master's
Employed
11.935204
Urban
Basic
null
19
362
3
2023-11-08 15:21:39.164044
Average
Yes
Weekly
House
403
1,198,940
54
Male
1,328
Single
0
PhD
Employed
27.352428
Urban
Basic
2
4
null
6
2021-09-02 15:21:39.097737
Poor
Yes
Monthly
Apartment
671
1,198,941
44
Female
17,087
Single
2
Bachelor's
null
33.865103
Rural
Comprehensive
null
2
727
5
2020-09-19 15:21:39.122134
Poor
No
Daily
Condo
3,286
1,198,942
61
Male
615
Divorced
2
High School
null
25.944276
Rural
Basic
1
8
372
9
2019-09-28 15:21:39.282785
Poor
Yes
Monthly
Condo
558
1,198,943
18
Male
3,622
Divorced
3
Bachelor's
Self-Employed
18.039105
Rural
Basic
null
8
448
7
2021-09-21 15:21:39.198406
Poor
No
Monthly
Apartment
1,001
1,198,944
58
Female
43,481
Divorced
2
Master's
Self-Employed
51.342825
Rural
Premium
null
10
776
7
2023-02-06 15:21:39.109552
Good
Yes
Daily
House
215
1,198,945
20
Male
10,991
Single
3
High School
Self-Employed
25.489565
Suburban
Basic
null
5
684
9
2024-08-13 15:21:39.174719
Average
Yes
Rarely
House
1,422
1,198,946
59
Female
122,049
Single
3
Bachelor's
Employed
21.868163
Rural
Premium
3
18
616
6
2022-01-11 15:21:39.126661
Poor
No
Monthly
Condo
77
1,198,947
26
Male
23,768
Divorced
0
Master's
Self-Employed
9.15199
Suburban
Premium
null
13
774
3
2020-11-26 15:21:39.249100
Average
Yes
Rarely
Condo
813
1,198,948
20
Male
10,097
Single
3
Bachelor's
Unemployed
null
Rural
Premium
0
12
null
6
2024-07-19 15:21:39.085129
null
Yes
Rarely
House
1,092
1,198,949
null
Male
14,791
Divorced
4
Master's
Employed
23.754045
Rural
Basic
null
0
626
7
2022-10-27 15:21:39.283783
Poor
No
Rarely
Condo
511
1,198,950
58
Female
96,590
Married
null
Master's
null
35.25772
Rural
Premium
null
11
469
7
2020-04-07 15:21:39.182597
Poor
Yes
Daily
House
34
1,198,951
24
Male
4,083
Married
0
High School
Unemployed
19.835225
Suburban
Comprehensive
2
7
695
8
2020-05-09 15:21:39.198406
Poor
Yes
Weekly
Apartment
2,031
1,198,952
41
Female
11,536
Divorced
2
Bachelor's
Unemployed
16.684023
Suburban
Basic
1
15
512
8
2021-05-21 15:21:39.134960
Average
Yes
Weekly
Apartment
1,148
1,198,953
44
Male
1,416
Single
3
PhD
Self-Employed
23.710716
Rural
Basic
3
2
654
5
2023-06-20 15:21:39.126661
Poor
Yes
Weekly
Condo
836
1,198,954
39
Male
18,757
Single
0
PhD
null
19.484438
Rural
Premium
0
13
634
1
2023-12-05 15:21:39.194829
Average
Yes
Daily
House
764
1,198,955
42
Female
25,861
Married
3
High School
null
13.533829
Rural
Premium
2
6
506
8
2024-04-21 15:21:39.112553
Good
No
Rarely
Apartment
598
1,198,956
44
Female
101,732
Divorced
4
Master's
null
51.813589
Suburban
Basic
0
7
767
3
2022-03-02 15:21:39.171102
Average
No
Weekly
Condo
562
1,198,957
49
Male
28,418
Divorced
4
High School
null
18.006771
Rural
Premium
0
6
390
6
2022-12-04 15:21:39.085129
Poor
No
Daily
Apartment
647
1,198,958
30
Female
null
Single
2
High School
Employed
39.275048
Urban
Basic
null
14
346
5
2019-12-11 15:21:39.237118
Average
No
Monthly
Condo
1,776
1,198,959
23
Female
31,170
Single
2
PhD
Self-Employed
8.173944
Rural
Comprehensive
1
15
386
8
2023-09-05 15:21:39.082499
Poor
Yes
Weekly
House
40
1,198,960
30
Female
935
Divorced
1
Bachelor's
null
14.534998
Suburban
Comprehensive
1
3
379
7
2022-12-02 15:21:39.235012
Good
No
Daily
House
657
1,198,961
51
Male
109,618
Divorced
0
PhD
Self-Employed
27.752272
Urban
Comprehensive
4
13
508
4
2022-02-01 15:21:39.151732
Poor
Yes
Monthly
Apartment
1,359
1,198,962
62
Male
42,469
Single
0
Master's
null
10.80595
Urban
Premium
null
1
770
7
2024-01-17 15:21:39.171102
Good
Yes
Monthly
Condo
2,430
1,198,963
44
Male
26,557
Married
1
Master's
Employed
33.640413
Urban
Comprehensive
2
3
803
8
2020-09-05 15:21:39.237118
null
Yes
Daily
Condo
868
1,198,964
51
Male
35,791
Single
0
Master's
Self-Employed
20.928555
Suburban
Premium
0
13
668
5
2021-12-23 15:21:39.102694
Poor
No
Rarely
Condo
683
1,198,965
46
Female
71,855
Divorced
0
High School
Self-Employed
null
Urban
Basic
2
8
636
9
2023-01-15 15:21:39.155231
Poor
Yes
Monthly
Condo
2,434
1,198,966
21
Female
32,483
Married
1
Master's
null
30.15805
Urban
Comprehensive
1
9
504
2
2023-10-20 15:21:39.121169
Good
No
Rarely
Apartment
98
1,198,967
30
Female
30,201
Divorced
1
PhD
Employed
41.743266
Rural
Basic
2
18
668
5
2020-03-31 15:21:39.206847
Poor
Yes
Daily
Apartment
1,616
1,198,968
36
Male
36,454
Divorced
4
PhD
Self-Employed
46.392896
Rural
Basic
null
14
798
5
2021-07-10 15:21:39.192212
Average
No
Daily
Condo
1,499
1,198,969
36
Female
16,882
Divorced
1
Master's
Self-Employed
7.873604
Rural
Basic
1
6
678
8
2020-09-10 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,686
1,198,970
57
Female
51,471
Divorced
4
High School
null
19.711895
Urban
Comprehensive
null
4
586
4
2021-09-08 15:21:39.248098
Average
Yes
Weekly
House
111
1,198,971
41
Male
74,946
Married
2
PhD
Unemployed
4.509978
Suburban
Basic
0
10
410
6
2022-12-08 15:21:39.204790
Average
No
Daily
House
946
1,198,972
43
Female
64,446
Single
1
Master's
null
18.879207
Urban
Premium
1
10
309
2
2022-01-08 15:21:39.134960
Good
Yes
Weekly
Apartment
1,172
1,198,973
57
Female
138,869
Divorced
2
PhD
Unemployed
4.884848
Urban
Basic
3
7
825
5
2022-07-11 15:21:39.155231
Good
No
Rarely
Condo
80
1,198,974
44
Male
7,098
Married
2
Master's
Employed
26.920024
Urban
Premium
2
4
681
7
2021-01-15 15:21:39.202448
Poor
No
Monthly
Condo
964
1,198,975
35
Female
2,975
Single
3
Bachelor's
Employed
22.604411
Suburban
Premium
1
13
747
2
2021-05-27 15:21:39.237118
Average
No
Weekly
House
232
1,198,976
25
Male
946
Single
1
Master's
Employed
29.977393
Rural
Basic
null
8
505
5
2024-02-13 15:21:39.237118
Poor
Yes
Rarely
Condo
531
1,198,977
60
Male
140,564
Divorced
4
High School
Employed
8.656879
Suburban
Comprehensive
null
7
381
5
2024-02-15 15:21:39.207847
Average
No
Rarely
Condo
1,173
1,198,978
45
Male
145,767
Divorced
4
Master's
null
31.717707
Urban
Premium
0
19
null
8
2019-09-16 15:21:39.134960
Poor
No
Daily
House
3,940
1,198,979
35
Male
32,781
Single
0
High School
Self-Employed
19.716304
Suburban
Comprehensive
null
16
639
5
2019-09-08 15:21:39.086123
Good
No
Daily
Apartment
192
1,198,980
58
Female
45,244
Single
1
High School
Unemployed
42.991574
Urban
Basic
0
5
602
7
2024-02-07 15:21:39.204790
Average
No
Rarely
House
26
1,198,981
61
Female
23,260
null
0
PhD
Unemployed
46.957999
Urban
Comprehensive
0
0
331
5
2024-04-06 15:21:39.225916
Good
Yes
Rarely
House
1,791
1,198,982
23
Male
3,563
Married
4
High School
null
20.827521
Urban
Basic
null
9
543
2
2021-10-19 15:21:39.205850
Poor
No
Daily
House
25
1,198,983
37
Female
26
Married
null
High School
Self-Employed
46.282746
Rural
Basic
3
3
null
5
2023-03-01 15:21:39.287115
Good
Yes
Monthly
House
948
1,198,984
43
Male
38,305
Single
1
Master's
null
44.512515
Suburban
Comprehensive
null
8
448
4
2022-11-22 15:21:39.167099
Poor
No
Weekly
House
739
1,198,985
57
Male
4,029
Married
3
Bachelor's
Self-Employed
41.17062
Urban
Comprehensive
2
3
708
5
2022-07-14 15:21:39.134960
Poor
Yes
Weekly
House
723
1,198,986
24
Male
4,833
Married
3
Master's
null
19.011546
Suburban
Basic
1
9
699
3
2020-01-17 15:21:39.122134
Poor
Yes
Monthly
Apartment
2,385
1,198,987
34
Male
16,284
Divorced
2
PhD
Self-Employed
22.096908
Urban
Premium
0
14
null
6
2023-08-29 15:21:39.092127
Poor
Yes
Daily
Condo
1,199
1,198,988
22
Female
28,026
Divorced
3
High School
Self-Employed
47.933145
Rural
Comprehensive
1
12
645
8
2021-05-25 15:21:39.134960
Poor
No
Daily
House
1,021
1,198,989
62
Male
23,628
Divorced
3
PhD
Unemployed
7.173978
Urban
Basic
null
3
443
2
2023-01-17 15:21:39.256696
Poor
No
Rarely
Apartment
3,086
1,198,990
31
Female
2,261
Divorced
1
PhD
null
6.934173
Suburban
Comprehensive
0
3
635
7
2024-04-12 15:21:39.180553
Average
Yes
Rarely
House
2,261
1,198,991
54
Male
29,003
Single
2
PhD
null
35.251458
Urban
Comprehensive
0
5
778
8
2024-05-09 15:21:39.155231
Good
No
Monthly
Apartment
619
1,198,992
54
Female
16,096
Married
1
Master's
Self-Employed
42.122294
Rural
Comprehensive
1
11
null
3
2022-01-31 15:21:39.155231
Poor
Yes
Weekly
Apartment
885
1,198,993
40
Male
16,054
Married
3
PhD
null
51.919009
Urban
Premium
null
5
646
6
2022-02-17 15:21:39.176717
Good
No
Weekly
Apartment
992
1,198,994
20
Male
3,924
Married
4
High School
Unemployed
36.684589
Rural
Comprehensive
null
1
561
8
2023-06-15 15:21:39.091080
Poor
No
Weekly
Apartment
2,108
1,198,995
25
Female
18,199
Single
0
Master's
null
11.440061
Rural
Premium
0
15
null
5
2021-08-31 15:21:39.155231
Good
No
Rarely
Apartment
1,213
1,198,996
60
Male
2,910
Divorced
2
High School
null
8.928698
Urban
Basic
null
15
713
9
2022-01-21 15:21:39.237118
null
Yes
Daily
Condo
122
1,198,997
36
Male
21,848
Married
4
Bachelor's
null
11.171869
Rural
Comprehensive
1
8
403
1
2023-09-09 15:21:39.122134
Poor
No
Rarely
Apartment
1,225
1,198,998
58
Female
53,717
Married
3
Master's
Self-Employed
42.318439
Rural
Comprehensive
null
10
412
4
2022-04-25 15:21:39.288099
Average
No
Weekly
House
1,078
1,198,999
38
Male
3,424
Married
2
Master's
Self-Employed
29.750184
Suburban
Basic
1
19
501
9
2021-10-29 15:21:39.155231
Poor
Yes
Daily
Condo
1,875