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
1,189,900
61
Female
5,596
Divorced
4
High School
Employed
28.527586
Urban
Basic
1
14
517
5
2020-02-04 15:21:39.134960
Average
Yes
Rarely
Apartment
1,187
1,189,901
40
Female
1,698
Divorced
1
Bachelor's
Unemployed
23.451902
Urban
Basic
2
4
607
5
2022-12-05 15:21:39.155231
Good
No
Monthly
Apartment
28
1,189,902
43
Female
39,266
Married
1
Master's
Employed
41.814148
Suburban
Premium
1
19
null
2
2021-05-06 15:21:39.155231
Poor
No
Rarely
House
607
1,189,903
63
Female
38,445
Married
4
High School
null
34.988071
Suburban
Premium
0
1
538
9
2020-05-07 15:21:39.155231
Good
Yes
Daily
Apartment
121
1,189,904
41
Female
1,238
Divorced
3
PhD
null
45.373836
Urban
Premium
2
11
352
8
2020-05-12 15:21:39.226954
Average
No
Monthly
Condo
411
1,189,905
54
Male
1,629
Divorced
2
High School
Unemployed
null
Suburban
Comprehensive
null
15
776
2
2020-05-06 15:21:39.208842
Poor
No
Daily
Apartment
683
1,189,906
46
Male
36,006
Married
0
Master's
Employed
12.849495
Rural
Comprehensive
null
7
567
8
2022-03-23 15:21:39.155231
Average
Yes
Rarely
House
871
1,189,907
25
Male
9,072
Divorced
2
High School
null
15.069692
Rural
Comprehensive
null
14
497
9
2020-07-13 15:21:39.123711
Poor
No
Daily
House
463
1,189,908
32
Female
928
Divorced
3
Bachelor's
null
20.28992
Rural
Premium
3
1
685
6
2022-11-06 15:21:39.084065
Poor
Yes
Weekly
Condo
886
1,189,909
41
Female
14,306
Divorced
2
Master's
Unemployed
45.595078
Urban
Comprehensive
3
9
753
6
2023-01-05 15:21:39.211806
Good
No
Weekly
Condo
2,778
1,189,910
45
Male
837
Single
4
Bachelor's
null
27.874321
Urban
Basic
null
12
423
1
2022-04-29 15:21:39.244069
Average
Yes
Rarely
House
591
1,189,911
24
Female
53,861
Married
4
PhD
Self-Employed
43.120895
Rural
Basic
1
11
791
2
2022-08-13 15:21:39.155231
null
No
Rarely
Apartment
2,385
1,189,912
51
Male
10,854
Married
4
PhD
Unemployed
33.717255
Rural
Basic
null
0
437
9
2021-08-24 15:21:39.274993
Good
No
Daily
Apartment
2,661
1,189,913
null
Female
88,936
Divorced
0
High School
Employed
null
Rural
Premium
null
6
456
3
2022-06-27 15:21:39.193945
Average
No
Daily
House
816
1,189,914
48
Female
67,869
Married
1
Bachelor's
null
33.852605
Rural
Premium
null
12
703
4
2019-12-18 15:21:39.237118
Poor
No
Rarely
House
2,073
1,189,915
27
Female
48,937
Married
1
PhD
Unemployed
28.48756
Suburban
Basic
3
5
604
9
2022-12-17 15:21:39.117183
Poor
Yes
Monthly
Apartment
406
1,189,916
63
Male
43,817
Married
3
Bachelor's
Employed
35.944626
Rural
Basic
null
15
693
9
2020-11-10 15:21:39.087123
Poor
Yes
Weekly
Apartment
749
1,189,917
45
Female
106,860
Married
3
Bachelor's
null
51.569183
Rural
Comprehensive
1
4
null
1
2021-01-17 15:21:39.173834
Good
No
Monthly
Apartment
1,020
1,189,918
58
Male
2,883
Married
2
Master's
Self-Employed
null
Rural
Premium
null
3
795
4
2021-07-03 15:21:39.205850
Average
Yes
Weekly
Apartment
740
1,189,919
28
Male
74,889
Divorced
null
Master's
Employed
37.888955
Rural
Basic
null
15
616
5
2024-07-16 15:21:39.193945
Average
Yes
Monthly
Condo
187
1,189,920
45
Female
30,462
Single
4
Bachelor's
Employed
21.235589
Suburban
Premium
2
6
564
9
2024-01-18 15:21:39.237118
Poor
Yes
Weekly
House
1,038
1,189,921
34
Female
27,863
Divorced
4
Master's
Unemployed
43.849765
Suburban
Basic
2
4
533
7
2022-12-07 15:21:39.093681
Poor
No
Rarely
House
1,404
1,189,922
36
Female
2,588
Divorced
2
PhD
Employed
null
Suburban
Comprehensive
1
16
null
1
2019-10-28 15:21:39.109552
Average
Yes
Rarely
Condo
598
1,189,923
40
Female
65,638
Married
1
PhD
Unemployed
49.410052
Rural
Premium
5
6
605
1
2022-08-24 15:21:39.172097
null
Yes
Rarely
House
101
1,189,924
35
Male
730
Married
1
Master's
Employed
null
Suburban
Premium
0
0
659
4
2022-08-15 15:21:39.252145
Average
Yes
Rarely
House
446
1,189,925
59
Female
30,221
Married
4
PhD
null
48.427213
Suburban
Basic
1
6
368
3
2021-03-09 15:21:39.122134
Good
Yes
Daily
House
991
1,189,926
26
Male
39,813
Married
2
Master's
Unemployed
6.961557
Rural
Basic
null
11
526
9
2021-09-12 15:21:39.134960
Poor
No
Daily
House
398
1,189,927
35
Male
617
Single
2
Master's
Employed
38.383585
Urban
Comprehensive
null
5
null
2
2024-02-10 15:21:39.134960
Average
Yes
Rarely
Apartment
39
1,189,928
48
Female
9,891
Single
1
Master's
null
33.917389
Urban
Comprehensive
1
0
591
8
2021-05-25 15:21:39.095696
Poor
Yes
Rarely
House
1,172
1,189,929
64
Female
15,642
Divorced
0
Master's
Unemployed
16.818883
Urban
Premium
1
5
746
4
2024-07-25 15:21:39.096739
Good
No
Weekly
Condo
916
1,189,930
39
Female
26,122
Married
1
Bachelor's
Unemployed
13.818956
Suburban
Premium
2
13
null
5
2021-05-23 15:21:39.223901
Average
No
Daily
House
2,745
1,189,931
20
Male
15,274
Single
0
Bachelor's
Employed
9.683627
Rural
Premium
null
7
775
2
2023-07-28 15:21:39.194829
Good
No
Monthly
House
643
1,189,932
36
Male
6,306
Divorced
2
PhD
Self-Employed
34.064701
Urban
Premium
1
11
629
8
2020-03-10 15:21:39.270454
Good
Yes
Monthly
Condo
713
1,189,933
50
Male
5,529
Divorced
4
Bachelor's
Self-Employed
31.714826
Rural
Basic
0
14
766
4
2021-11-08 15:21:39.190215
Poor
Yes
Daily
House
487
1,189,934
38
Male
33,591
Divorced
null
PhD
Employed
37.98805
Urban
Basic
2
12
704
7
2021-10-03 15:21:39.172097
Good
Yes
Weekly
House
1,165
1,189,935
22
Female
71,632
Single
4
PhD
Unemployed
16.820427
Suburban
Premium
1
6
327
1
2024-05-24 15:21:39.106582
Good
No
Daily
House
3,638
1,189,936
42
Male
29,253
Single
0
Bachelor's
null
18.231143
Rural
Comprehensive
0
17
527
5
2019-11-11 15:21:39.155231
Good
No
Weekly
House
1,007
1,189,937
18
Male
18,082
Single
1
PhD
Unemployed
47.038497
Urban
Comprehensive
0
18
622
5
2022-05-13 15:21:39.133866
Poor
Yes
Rarely
House
506
1,189,938
49
Female
73,437
Single
null
Bachelor's
Employed
20.082423
Urban
Basic
1
14
304
5
2022-03-17 15:21:39.226954
Poor
No
Monthly
Condo
930
1,189,939
47
Female
5,949
Divorced
4
High School
Unemployed
26.766377
Urban
Comprehensive
null
16
771
1
2020-06-07 15:21:39.155231
Average
No
Monthly
Apartment
773
1,189,940
28
Male
65,947
Married
null
PhD
Unemployed
33.939155
Urban
Comprehensive
null
5
607
6
2023-08-24 15:21:39.094752
null
Yes
Rarely
Condo
2,380
1,189,941
36
Female
7,053
Divorced
2
High School
Unemployed
52.918276
Urban
Basic
1
10
549
2
2020-08-31 15:21:39.191219
Average
No
Rarely
Condo
919
1,189,942
29
Male
59,953
Divorced
3
Master's
null
29.818231
Rural
Premium
2
11
651
5
2019-10-08 15:21:39.134960
Poor
Yes
Daily
Condo
2,411
1,189,943
24
Female
3,731
Single
0
High School
null
27.396961
Suburban
Basic
4
0
529
3
2022-09-06 15:21:39.283783
Poor
Yes
Daily
Apartment
1,932
1,189,944
44
Female
72,389
Single
0
High School
Unemployed
7.751076
Urban
Basic
null
12
779
2
2021-03-16 15:21:39.201446
null
Yes
Rarely
Apartment
2,516
1,189,945
50
Female
1,447
Married
0
Master's
Unemployed
18.915399
Suburban
Premium
0
18
759
2
2020-11-14 15:21:39.276901
Average
Yes
Daily
Condo
393
1,189,946
35
Male
28,399
Single
3
Bachelor's
Self-Employed
14.769648
Suburban
Comprehensive
null
10
813
5
2019-09-08 15:21:39.254678
Poor
Yes
Rarely
Condo
2,102
1,189,947
43
Male
7,054
Single
2
PhD
null
15.331799
Urban
Basic
1
0
725
8
2023-11-27 15:21:39.267454
Average
Yes
Rarely
Condo
1,290
1,189,948
22
Male
null
Single
1
Bachelor's
Self-Employed
29.895115
Rural
Comprehensive
2
7
398
2
2022-11-07 15:21:39.092127
null
Yes
Rarely
House
1,048
1,189,949
58
Female
33
Single
4
PhD
Unemployed
28.122348
Rural
Premium
null
17
null
6
2020-09-13 15:21:39.188220
Average
No
Daily
Apartment
169
1,189,950
62
Male
null
Married
4
High School
Self-Employed
13.567409
Suburban
Basic
null
12
469
4
2022-12-01 15:21:39.094752
Poor
No
Weekly
Condo
62
1,189,951
26
Female
82,534
Married
4
PhD
null
22.647661
Suburban
Comprehensive
null
2
636
7
2023-03-02 15:21:39.134960
null
Yes
Weekly
House
27
1,189,952
48
Female
60,783
Single
0
Bachelor's
Self-Employed
32.951129
Suburban
Basic
3
3
333
3
2022-04-08 15:21:39.155231
null
Yes
Daily
House
739
1,189,953
40
Male
55,017
Single
3
PhD
null
31.442051
Rural
Basic
1
3
336
9
2023-04-10 15:21:39.122134
Poor
No
Rarely
Condo
1,714
1,189,954
43
Male
35,706
Single
null
PhD
null
8.147878
Rural
Basic
0
2
727
1
2021-12-05 15:21:39.144722
Good
Yes
Monthly
House
821
1,189,955
26
Female
924
Divorced
1
Master's
null
21.881637
Rural
Comprehensive
0
4
493
1
2021-03-30 15:21:39.237118
Good
Yes
Weekly
Condo
834
1,189,956
32
Male
null
Single
1
High School
Self-Employed
24.829484
Rural
Basic
1
12
426
5
2022-03-01 15:21:39.092127
Good
Yes
Daily
Condo
182
1,189,957
36
Male
25,126
Married
3
High School
Employed
20.613411
Urban
Basic
null
19
629
2
2021-10-26 15:21:39.123711
Poor
No
Rarely
Condo
595
1,189,958
39
Female
39,589
Divorced
2
High School
Unemployed
14.696581
Rural
Comprehensive
1
19
654
7
2019-12-12 15:21:39.155231
Good
Yes
Monthly
House
788
1,189,959
23
Male
23,755
Single
2
PhD
null
20.635469
Suburban
Basic
2
14
492
4
2021-11-18 15:21:39.237118
Good
No
Monthly
Condo
434
1,189,960
27
Female
47,209
Single
2
Master's
Unemployed
15.811897
Suburban
Comprehensive
null
4
447
5
2019-10-20 15:21:39.289099
Average
No
Monthly
Condo
371
1,189,961
60
Male
25,791
Single
3
Bachelor's
null
5.753887
Urban
Premium
null
6
713
2
2021-08-31 15:21:39.155231
Poor
Yes
Daily
House
811
1,189,962
39
Male
72,970
Married
0
PhD
Employed
23.796406
Urban
Premium
0
7
421
9
2021-11-07 15:21:39.150730
Good
Yes
Daily
Condo
1,570
1,189,963
53
Female
62,715
Married
3
PhD
Unemployed
3.183605
Rural
Premium
0
6
null
4
2022-04-05 15:21:39.155231
Good
Yes
Daily
Condo
49
1,189,964
39
Female
48,770
Married
4
PhD
Self-Employed
48.9171
Rural
Comprehensive
0
4
844
9
2022-10-06 15:21:39.198406
Average
No
Weekly
Apartment
365
1,189,965
56
Male
29,071
Divorced
3
Master's
Unemployed
12.002557
Suburban
Basic
null
0
381
5
2024-04-24 15:21:39.155231
Good
Yes
Daily
Apartment
1,710
1,189,966
56
Female
28,897
Single
2
High School
Unemployed
34.984101
Rural
Premium
1
3
594
2
2020-05-15 15:21:39.130190
Good
No
Daily
House
1,593
1,189,967
47
Female
27,616
Single
2
Master's
null
23.290184
Suburban
Basic
0
5
null
1
2022-11-05 15:21:39.106582
Average
No
Monthly
Apartment
581
1,189,968
61
Female
23,269
Single
0
High School
null
8.928698
Urban
Premium
0
7
723
2
2022-02-06 15:21:39.274993
Poor
No
Rarely
Apartment
1,722
1,189,969
61
Female
62,471
Single
null
Bachelor's
null
49.505763
Suburban
Basic
0
14
705
6
2019-11-19 15:21:39.274993
Good
Yes
Weekly
Condo
2,343
1,189,970
33
Male
712
Married
4
Bachelor's
Self-Employed
5.00186
Urban
Premium
1
0
493
8
2020-01-18 15:21:39.265513
Poor
No
Weekly
House
818
1,189,971
38
Female
6,783
Divorced
4
Bachelor's
Self-Employed
15.288861
Suburban
Basic
2
4
805
5
2021-04-16 15:21:39.219432
Average
Yes
Rarely
Apartment
1,281
1,189,972
30
Male
null
Divorced
2
Master's
Self-Employed
null
Urban
Basic
3
5
811
6
2024-01-25 15:21:39.253660
Good
Yes
Rarely
Apartment
1,479
1,189,973
31
Female
43,729
Divorced
2
Master's
null
10.591904
Urban
Comprehensive
null
15
641
3
2020-09-12 15:21:39.174719
Good
No
Monthly
Apartment
1,353
1,189,974
36
Female
6,962
Single
1
High School
Employed
26.792751
Urban
Premium
null
0
null
1
2020-04-01 15:21:39.090124
Average
Yes
Rarely
Apartment
1,867
1,189,975
46
Female
16,285
Single
2
PhD
null
5.296978
Rural
Basic
null
8
545
8
2021-01-25 15:21:39.149731
Average
No
Weekly
Condo
586
1,189,976
57
Female
5,599
Divorced
2
Master's
null
34.525903
Suburban
Comprehensive
2
9
775
5
2022-01-13 15:21:39.206847
Good
Yes
Monthly
Apartment
1,571
1,189,977
57
Male
14,097
Single
3
Master's
Self-Employed
30.964896
Rural
Comprehensive
null
16
588
2
2023-09-18 15:21:39.194829
Good
No
Rarely
House
1,799
1,189,978
23
Male
25,822
Single
1
PhD
null
11.266587
Suburban
Premium
null
13
444
1
2020-03-02 15:21:39.182597
Good
Yes
Rarely
House
2,646
1,189,979
51
Female
2,748
Divorced
2
High School
Self-Employed
33.123923
Suburban
Comprehensive
null
16
569
7
2021-11-04 15:21:39.173661
Average
Yes
Rarely
House
3,056
1,189,980
20
Male
21,236
Single
1
Master's
null
16.939737
Rural
Comprehensive
null
16
699
8
2019-12-21 15:21:39.088124
Average
Yes
Monthly
Condo
4,177
1,189,981
60
Male
32,359
Divorced
1
High School
Employed
40.939167
Suburban
Basic
null
6
680
6
2022-03-14 15:21:39.095696
Poor
Yes
Monthly
House
695
1,189,982
31
Female
18,093
Married
2
PhD
Unemployed
16.676777
Rural
Premium
1
11
719
1
2020-07-28 15:21:39.244069
Poor
Yes
Monthly
House
709
1,189,983
45
Female
23,258
Married
0
High School
null
27.038495
Suburban
Premium
null
14
784
3
2022-04-07 15:21:39.237118
Average
No
Daily
Condo
632
1,189,984
30
Male
44,315
Single
3
Bachelor's
null
20.274807
Suburban
Basic
0
5
376
7
2020-09-21 15:21:39.288099
Average
Yes
Weekly
Condo
676
1,189,985
52
Male
2,695
Divorced
0
High School
Employed
null
Rural
Basic
null
1
778
4
2020-05-25 15:21:39.134960
Good
No
Weekly
Apartment
1,284
1,189,986
44
Female
1,289
Married
null
Bachelor's
null
31.865309
Rural
Comprehensive
null
15
342
3
2024-06-15 15:21:39.172097
Average
No
Weekly
House
3,016
1,189,987
45
Male
26,822
Divorced
2
Master's
null
44.015927
Urban
Premium
1
4
699
2
2023-06-29 15:21:39.155231
Good
No
Weekly
Apartment
2,723
1,189,988
31
Female
45,779
Single
4
PhD
Self-Employed
34.822604
Urban
Premium
2
16
697
2
2021-05-07 15:21:39.082499
Poor
Yes
Daily
House
1,290
1,189,989
64
Female
14,861
Single
0
Bachelor's
Employed
24.938404
Rural
Premium
0
0
667
2
2024-07-17 15:21:39.184157
Average
No
Daily
House
545
1,189,990
60
Female
26,881
Single
2
PhD
Employed
29.828403
Urban
Comprehensive
0
9
797
1
2023-09-30 15:21:39.171102
null
Yes
Weekly
House
1,232
1,189,991
47
Female
13,982
Single
1
High School
Employed
18.290533
Rural
Basic
1
8
302
6
2023-04-18 15:21:39.250151
Good
Yes
Weekly
House
469
1,189,992
58
Female
8,051
Married
3
Bachelor's
Employed
28.195952
Suburban
Basic
1
2
548
3
2023-07-31 15:21:39.231531
Poor
No
Daily
House
1,166
1,189,993
60
Female
27,190
Married
3
Master's
null
33.446576
Rural
Comprehensive
null
4
334
9
2023-09-26 15:21:39.144722
Poor
Yes
Rarely
House
767
1,189,994
34
Female
21,790
Married
0
Bachelor's
Self-Employed
22.907865
Suburban
Basic
null
8
505
7
2024-08-11 15:21:39.280784
Average
No
Weekly
Apartment
1,190
1,189,995
42
Male
71,470
Divorced
1
Bachelor's
null
50.84572
Urban
Comprehensive
0
18
345
8
2024-04-24 15:21:39.155231
Average
No
Rarely
Condo
1,172
1,189,996
23
Male
25,913
Divorced
null
Bachelor's
null
25.678503
Urban
Basic
0
11
673
9
2021-10-16 15:21:39.134960
Good
Yes
Weekly
House
254
1,189,997
28
Female
13,539
Single
3
Bachelor's
Self-Employed
30.392555
Suburban
Comprehensive
null
19
null
1
2023-02-07 15:21:39.109552
Good
No
Weekly
Apartment
1,503
1,189,998
38
Male
null
Married
null
PhD
Self-Employed
3.253698
Suburban
Premium
1
9
395
4
2020-08-07 15:21:39.085129
Good
No
Weekly
Apartment
1,033
1,189,999
30
Male
15,023
Divorced
0
High School
Self-Employed
45.598057
Rural
Basic
0
13
566
4
2020-09-16 15:21:39.152732
null
Yes
Monthly
House
1,266