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
44,900
36
Male
712
Single
2
Master's
Self-Employed
40.828644
Suburban
Premium
0
11
534
9
2024-06-12 15:21:39.237118
Average
No
Rarely
Apartment
25
44,901
27
Male
12,256
Divorced
2
PhD
Employed
12.695001
Suburban
Premium
null
18
null
2
2019-11-18 15:21:39.237118
Good
Yes
Weekly
Condo
1,282
44,902
27
Male
6,905
Married
null
PhD
Employed
16.447614
Suburban
Basic
null
8
null
8
2020-07-06 15:21:39.155231
Poor
No
Rarely
Condo
652
44,903
19
Male
51,576
Married
2
Bachelor's
Self-Employed
16.039362
Rural
Premium
0
17
394
7
2023-04-19 15:21:39.191219
Good
No
Monthly
House
1,447
44,904
52
Female
40,593
Married
0
PhD
null
19.495438
Urban
Premium
null
19
330
9
2021-08-07 15:21:39.130190
Good
Yes
Daily
Condo
565
44,905
30
Male
35,306
Divorced
0
PhD
Employed
8.780905
Urban
Basic
null
15
672
5
2020-07-29 15:21:39.237118
Poor
Yes
Monthly
House
1,661
44,906
55
Female
8,098
Married
2
PhD
Unemployed
27.97978
Suburban
Basic
2
16
481
4
2021-12-31 15:21:39.155231
Average
No
Rarely
House
684
44,907
59
Female
27,244
Married
1
Bachelor's
Employed
23.520412
Urban
Basic
1
4
817
7
2020-02-02 15:21:39.155231
Average
No
Rarely
House
1,078
44,908
32
Female
2,909
Divorced
null
PhD
null
24.412871
Urban
Premium
null
16
787
6
2022-10-22 15:21:39.079128
Good
No
Monthly
Condo
2,147
44,909
54
Female
39,803
Divorced
3
Bachelor's
Self-Employed
19.679723
Rural
Premium
1
8
null
4
2023-06-08 15:21:39.172097
Good
No
Rarely
House
1,216
44,910
56
Female
54,745
Divorced
0
High School
null
31.766816
Suburban
Basic
null
16
431
6
2023-01-04 15:21:39.171102
Poor
No
Weekly
Apartment
872
44,911
52
Male
10,050
Married
2
Master's
Unemployed
null
Urban
Premium
0
18
699
3
2023-02-27 15:21:39.134960
Poor
No
Monthly
House
807
44,912
38
Female
919
Divorced
1
PhD
Employed
12.811147
Urban
Comprehensive
null
16
471
1
2021-10-20 15:21:39.134960
Poor
No
Weekly
Condo
992
44,913
61
Female
53,247
Divorced
2
High School
null
25.127914
Suburban
Comprehensive
0
16
417
1
2022-09-03 15:21:39.087123
Good
No
Monthly
House
1,986
44,914
64
Female
32,010
Married
0
High School
null
6.175895
Suburban
Premium
0
2
749
9
2022-03-29 15:21:39.170099
Good
No
Rarely
House
1,217
44,915
45
Male
118,720
Married
null
High School
Self-Employed
17.955541
Rural
Comprehensive
null
15
null
5
2022-02-22 15:21:39.155231
Good
No
Rarely
Apartment
291
44,916
42
Male
null
Divorced
4
Master's
Employed
41.012899
Urban
Premium
0
18
775
3
2022-02-27 15:21:39.095696
Average
No
Daily
Condo
218
44,917
36
Male
55,191
Married
null
Master's
Employed
28.272358
Suburban
Premium
1
14
624
9
2019-12-11 15:21:39.281787
Average
No
Rarely
House
2,134
44,918
41
Male
13,271
Single
3
High School
Employed
43.527611
Rural
Comprehensive
null
12
664
4
2023-12-04 15:21:39.268507
null
Yes
Weekly
House
2,064
44,919
58
Male
1,019
Married
3
Master's
null
11.908989
Urban
Comprehensive
0
19
407
3
2023-08-28 15:21:39.167099
Poor
No
Weekly
House
884
44,920
61
Male
8,096
Divorced
4
PhD
null
10.571699
Suburban
Comprehensive
1
15
516
2
2022-05-11 15:21:39.107553
Average
Yes
Daily
House
830
44,921
42
Female
99,236
Married
4
Master's
Unemployed
21.35383
Suburban
Premium
0
17
394
5
2020-12-07 15:21:39.134960
Poor
Yes
Daily
Apartment
1,811
44,922
60
Male
45,901
Divorced
1
Master's
Employed
7.838241
Urban
Premium
2
16
661
1
2020-06-23 15:21:39.223901
Average
Yes
Daily
Condo
572
44,923
48
Female
23,952
Single
2
Bachelor's
null
33.764306
Suburban
Premium
1
14
687
9
2023-08-10 15:21:39.223901
Average
No
Daily
House
789
44,924
29
Female
2,452
Married
null
High School
Employed
9.933222
Rural
Premium
null
3
397
7
2023-04-13 15:21:39.226954
Average
Yes
Rarely
Condo
612
44,925
54
Female
79,826
Married
1
PhD
Self-Employed
23.792727
Urban
Comprehensive
0
9
690
3
2019-11-02 15:21:39.208842
Poor
No
Daily
House
2,155
44,926
28
Female
28,266
Divorced
null
PhD
Employed
22.016926
Urban
Premium
null
12
393
9
2021-10-02 15:21:39.116179
Good
No
Weekly
Apartment
1,743
44,927
30
Male
121,101
Married
4
High School
Employed
8.819268
Suburban
Basic
0
4
441
1
2023-07-28 15:21:39.184157
Average
No
Daily
Condo
2,077
44,928
28
Male
12,631
Single
null
High School
Unemployed
24.308411
Urban
Comprehensive
1
14
788
6
2021-04-07 15:21:39.191219
Average
No
Daily
Condo
1,436
44,929
18
Female
636
Divorced
2
PhD
null
11.420423
Suburban
Basic
null
4
763
6
2024-03-08 15:21:39.086123
Average
Yes
Daily
Condo
2,053
44,930
42
Female
4,580
Single
1
High School
Unemployed
41.751629
Suburban
Basic
null
2
701
9
2023-02-04 15:21:39.249100
null
Yes
Daily
Apartment
873
44,931
29
Female
21,712
Single
2
PhD
null
12.497597
Suburban
Basic
0
13
729
9
2024-01-04 15:21:39.155231
Average
No
Daily
Apartment
1,283
44,932
42
Male
2,093
Divorced
0
High School
Self-Employed
40.924401
Rural
Basic
1
11
511
1
2023-06-06 15:21:39.256696
Average
No
Weekly
Condo
2,238
44,933
41
Male
71,075
Divorced
1
Master's
Employed
35.545973
Rural
Basic
2
4
456
8
2022-04-09 15:21:39.168099
Poor
Yes
Daily
House
946
44,934
null
Female
17,881
Married
2
Master's
Self-Employed
19.72787
Suburban
Premium
null
14
579
9
2022-06-16 15:21:39.188220
Poor
No
Weekly
Apartment
1,045
44,935
64
Male
12,096
Single
1
Bachelor's
Unemployed
32.50884
Suburban
Premium
0
18
589
6
2023-03-12 15:21:39.081504
null
No
Monthly
Condo
2,044
44,936
64
Male
39,739
Married
2
Master's
Employed
4.095169
Urban
Premium
1
4
551
4
2023-01-30 15:21:39.079128
Good
No
Rarely
Apartment
1,554
44,937
31
Male
26,203
Divorced
null
Bachelor's
Employed
18.918674
Suburban
Basic
null
18
720
6
2020-05-13 15:21:39.237118
Average
Yes
Weekly
Condo
266
44,938
56
Male
17,131
Divorced
0
Master's
Self-Employed
49.006823
Urban
Premium
null
11
828
5
2020-10-12 15:21:39.120168
Good
No
Daily
Condo
2,329
44,939
53
Female
15,689
Married
3
PhD
Self-Employed
null
Urban
Basic
2
13
683
1
2024-06-06 15:21:39.194829
Good
Yes
Rarely
House
1,561
44,940
52
Male
4,972
Married
4
Master's
Self-Employed
40.847762
Suburban
Comprehensive
null
14
621
7
2022-07-09 15:21:39.131192
null
No
Rarely
House
996
44,941
55
Female
16,078
Single
null
PhD
Employed
39.460876
Rural
Comprehensive
null
2
743
5
2022-06-30 15:21:39.231531
Average
No
Rarely
Apartment
727
44,942
61
Female
40,745
Single
0
High School
Unemployed
31.091867
Rural
Basic
1
12
null
1
2022-01-08 15:21:39.205850
Average
Yes
Weekly
Condo
806
44,943
61
Female
85,591
Married
1
Bachelor's
Unemployed
3.48769
Suburban
Basic
0
10
451
7
2023-09-23 15:21:39.194829
Good
No
Weekly
Condo
153
44,944
49
Female
92,656
Single
0
PhD
Employed
9.994717
Suburban
Basic
1
3
491
1
2021-01-06 15:21:39.088124
Average
No
Monthly
Apartment
198
44,945
36
Female
533
Married
3
Master's
Employed
11.082812
Urban
Premium
2
3
629
5
2023-11-12 15:21:39.192212
Poor
Yes
Monthly
House
881
44,946
38
Male
16,079
Single
3
Bachelor's
null
40.142979
Urban
Basic
0
1
719
8
2023-12-27 15:21:39.125660
Good
No
Daily
House
39
44,947
61
Male
43,429
Married
1
High School
Employed
24.92826
Urban
Basic
null
18
607
8
2021-03-15 15:21:39.149731
Average
Yes
Monthly
Condo
503
44,948
56
Female
73,618
Single
0
PhD
Unemployed
37.383377
Urban
Premium
null
18
698
4
2021-07-30 15:21:39.255696
Good
No
Monthly
Condo
131
44,949
54
Female
28,533
Single
4
PhD
Self-Employed
13.053438
Rural
Basic
0
9
473
7
2024-03-17 15:21:39.122134
Average
Yes
Rarely
Condo
1,225
44,950
60
Male
24,828
Divorced
0
Master's
Unemployed
42.838696
Suburban
Comprehensive
0
0
653
7
2023-11-26 15:21:39.079128
Average
No
Weekly
Apartment
2,065
44,951
31
Female
8,820
Divorced
null
Master's
null
38.848009
Suburban
Basic
1
0
483
4
2023-08-25 15:21:39.155231
Average
No
Monthly
Apartment
921
44,952
53
Female
null
Divorced
3
Bachelor's
null
null
Rural
Basic
null
17
708
4
2019-10-28 15:21:39.134960
Good
No
Rarely
Condo
2,497
44,953
41
Male
80,989
Single
1
High School
Unemployed
26.258026
Urban
Premium
1
13
685
6
2019-08-21 15:21:39.170099
Good
Yes
Weekly
House
2,747
44,954
25
Female
949
Married
0
PhD
Self-Employed
null
Suburban
Premium
2
11
null
2
2020-07-09 15:21:39.155231
Average
No
Monthly
Apartment
1,375
44,955
51
Female
26,248
Married
1
PhD
null
22.777318
Rural
Premium
null
2
825
1
2023-09-01 15:21:39.122134
Good
Yes
Weekly
Condo
663
44,956
29
Female
20,389
Single
1
High School
Unemployed
null
Urban
Basic
0
5
776
3
2021-03-15 15:21:39.221386
Poor
Yes
Monthly
House
461
44,957
33
Female
24,467
Divorced
null
Bachelor's
null
29.129522
Urban
Basic
null
17
821
5
2023-03-19 15:21:39.279729
Average
No
Weekly
Condo
890
44,958
20
Female
44,712
Divorced
null
PhD
Unemployed
42.637459
Urban
Premium
0
0
631
7
2024-05-03 15:21:39.261856
Good
No
Weekly
Condo
616
44,959
null
Male
4,839
Divorced
1
Master's
Employed
38.378047
Urban
Comprehensive
0
17
479
9
2022-10-04 15:21:39.225916
Good
No
Monthly
House
1,338
44,960
18
Male
26,667
Single
null
High School
Unemployed
39.828195
Urban
Premium
1
4
633
9
2020-03-14 15:21:39.285112
Poor
No
Rarely
House
225
44,961
63
Female
106,859
Divorced
2
Bachelor's
Employed
27.067238
Rural
Premium
2
14
596
7
2020-07-13 15:21:39.102694
Average
Yes
Monthly
Apartment
29
44,962
56
Male
23,604
Divorced
3
High School
Employed
5.273901
Urban
Comprehensive
0
10
673
4
2022-06-21 15:21:39.182597
Good
Yes
Daily
Apartment
596
44,963
41
Female
1,420
Single
3
Bachelor's
Employed
36.844626
Urban
Comprehensive
2
18
816
3
2021-03-20 15:21:39.172097
Average
No
Monthly
House
645
44,964
21
Male
40,228
Single
4
High School
Self-Employed
20.17993
Urban
Premium
2
15
523
3
2022-10-02 15:21:39.237118
Average
Yes
Rarely
Condo
491
44,965
50
Male
28,561
Single
3
Master's
Self-Employed
12.624113
Suburban
Comprehensive
null
3
789
9
2023-05-27 15:21:39.155231
Poor
Yes
Rarely
Condo
1,127
44,966
18
Female
5,150
Single
4
Master's
null
24.266301
Suburban
Basic
null
13
745
7
2023-10-15 15:21:39.155231
Good
Yes
Daily
Apartment
41
44,967
27
Female
959
Single
0
Master's
null
11.641726
Urban
Basic
0
9
592
4
2020-04-24 15:21:39.197445
Average
Yes
Weekly
House
2,426
44,968
53
Female
20,983
Married
3
Bachelor's
null
null
Rural
Premium
null
19
752
5
2022-07-24 15:21:39.194829
Good
No
Rarely
Condo
564
44,969
47
Female
43,906
Single
0
PhD
Self-Employed
22.157768
Rural
Comprehensive
null
11
511
8
2022-03-11 15:21:39.206847
Average
Yes
Rarely
House
2,410
44,970
49
Male
92,577
Single
2
Bachelor's
Employed
37.696495
Rural
Basic
0
3
766
5
2023-08-08 15:21:39.261856
Poor
No
Daily
Apartment
296
44,971
30
Female
29,655
Single
0
PhD
Self-Employed
42.137612
Urban
Premium
0
8
658
2
2020-12-15 15:21:39.208842
Average
Yes
Rarely
Apartment
1,527
44,972
52
Female
8,145
Divorced
1
PhD
null
4.781261
Urban
Premium
0
6
628
8
2022-02-17 15:21:39.128286
Good
No
Monthly
Condo
1,005
44,973
42
Female
1,664
Divorced
3
PhD
Employed
49.838592
Suburban
Basic
null
2
575
6
2020-10-04 15:21:39.184157
Poor
No
Weekly
Condo
434
44,974
51
Female
46,898
Single
4
Master's
Employed
18.586056
Rural
Premium
2
16
598
1
2024-05-31 15:21:39.182597
Poor
No
Daily
Apartment
2,959
44,975
61
Male
null
Divorced
0
High School
Self-Employed
4.958673
Rural
Premium
null
5
491
7
2020-07-31 15:21:39.131192
Poor
Yes
Weekly
Condo
384
44,976
39
Female
49,051
Divorced
0
Bachelor's
Employed
22.539376
Suburban
Comprehensive
2
6
581
6
2020-11-10 15:21:39.280784
Poor
Yes
Daily
Apartment
2,967
44,977
57
Male
41,009
Divorced
2
High School
Self-Employed
17.39295
Suburban
Comprehensive
2
2
488
8
2021-09-29 15:21:39.100695
null
No
Weekly
Apartment
1,196
44,978
25
Female
5,116
Single
2
Bachelor's
Employed
9.131839
Urban
Comprehensive
2
18
828
8
2021-01-16 15:21:39.288099
Good
Yes
Weekly
Apartment
964
44,979
37
Female
39,079
Married
0
Bachelor's
Self-Employed
43.835494
Rural
Premium
null
10
847
7
2024-06-27 15:21:39.092127
Poor
Yes
Monthly
Apartment
722
44,980
39
Male
null
Divorced
1
PhD
null
38.039684
Suburban
Premium
1
14
811
7
2021-08-16 15:21:39.209847
Poor
No
Weekly
House
211
44,981
46
Male
44,284
Divorced
0
Master's
Employed
39.184945
Rural
Premium
2
1
629
2
2020-02-01 15:21:39.237118
Good
No
Daily
Apartment
1,133
44,982
64
Female
34,374
Married
0
Bachelor's
Employed
21.12589
Rural
Comprehensive
0
5
524
7
2022-12-28 15:21:39.155231
Average
No
Daily
Apartment
784
44,983
51
Female
132,753
Single
4
PhD
Employed
25.788991
Urban
Basic
0
0
782
5
2019-12-13 15:21:39.107553
Good
Yes
Monthly
House
3,913
44,984
63
Male
10,025
Divorced
4
High School
Employed
47.288923
Urban
Comprehensive
3
4
636
7
2022-06-01 15:21:39.109552
null
No
Weekly
House
1,511
44,985
20
Female
23,590
Divorced
3
High School
Employed
33.573564
Suburban
Comprehensive
null
7
596
8
2021-06-04 15:21:39.244069
Average
No
Daily
House
1,531
44,986
49
Male
20,991
Single
null
Bachelor's
Self-Employed
6.567868
Rural
Comprehensive
3
14
804
4
2021-05-31 15:21:39.089116
Good
Yes
Weekly
Condo
234
44,987
52
Male
85,726
Divorced
0
PhD
Employed
22.849888
Urban
Basic
1
1
577
7
2021-02-16 15:21:39.100695
Good
No
Rarely
Apartment
282
44,988
50
Male
24,682
Divorced
2
Master's
null
23.904331
Rural
Comprehensive
null
3
604
5
2022-03-23 15:21:39.101733
Average
Yes
Weekly
House
1,337
44,989
39
Male
16,579
Married
2
Master's
null
9.352835
Urban
Basic
null
16
589
4
2021-11-03 15:21:39.105192
Good
Yes
Weekly
Condo
3,061
44,990
42
Male
10,186
Single
null
PhD
Employed
12.923627
Urban
Comprehensive
1
14
null
8
2021-10-29 15:21:39.173834
Average
Yes
Rarely
Apartment
783
44,991
33
Female
44,969
Divorced
2
Master's
Employed
24.945988
Suburban
Comprehensive
1
17
725
5
2023-11-26 15:21:39.252145
Average
Yes
Rarely
House
1,345
44,992
31
Male
5,099
Married
1
Bachelor's
Unemployed
34.486479
Suburban
Comprehensive
null
8
764
9
2022-08-30 15:21:39.171102
Good
Yes
Rarely
Apartment
1,516
44,993
48
Male
17,891
Married
2
High School
null
46.566893
Rural
Basic
null
17
736
5
2022-11-12 15:21:39.082499
Poor
Yes
Monthly
Apartment
1,588
44,994
28
Male
44,489
Single
1
Master's
null
19.298007
Urban
Comprehensive
null
5
753
8
2021-01-20 15:21:39.152732
Good
No
Monthly
House
201
44,995
21
Female
47,745
Divorced
3
Bachelor's
Unemployed
23.652151
Suburban
Premium
null
2
384
9
2021-11-22 15:21:39.190215
Poor
No
Weekly
House
1,114
44,996
45
Female
116,467
Married
4
Bachelor's
Employed
48.473912
Rural
Premium
null
6
410
7
2022-04-08 15:21:39.102694
Poor
No
Daily
Apartment
2,413
44,997
28
Female
29,069
Single
3
High School
Self-Employed
19.886613
Suburban
Basic
null
3
null
9
2024-07-03 15:21:39.192212
Average
No
Monthly
Apartment
307
44,998
43
Female
73,637
Married
4
High School
null
13.164435
Urban
Premium
1
0
543
1
2022-01-29 15:21:39.207847
Good
No
Rarely
House
111
44,999
50
Male
7,903
Single
3
Bachelor's
Employed
39.157086
Rural
Basic
0
5
null
5
2022-12-15 15:21:39.170099
Average
No
Monthly
Condo
1,622