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
30,900
55
Female
91,980
Divorced
0
High School
Employed
12.451142
Urban
Comprehensive
1
8
677
8
2023-02-06 15:21:39.219432
Poor
Yes
Weekly
Condo
327
30,901
45
Female
27,157
Divorced
4
Bachelor's
Self-Employed
29.829997
Urban
Comprehensive
1
14
421
9
2020-12-18 15:21:39.233998
Good
No
Rarely
Apartment
657
30,902
46
Male
38,150
Divorced
1
High School
null
7.924651
Urban
Premium
null
19
527
5
2023-12-24 15:21:39.088124
Good
Yes
Monthly
Condo
2,575
30,903
52
Female
46,682
Married
1
Master's
null
21.267845
Urban
Basic
0
14
350
5
2023-01-30 15:21:39.149731
Good
Yes
Monthly
Apartment
1,363
30,904
18
Female
25,473
Divorced
3
Master's
Employed
28.202484
Suburban
Premium
1
10
818
9
2023-09-27 15:21:39.147735
Good
Yes
Daily
Condo
522
30,905
null
Male
22,272
Married
1
Master's
null
40.938398
Urban
Comprehensive
1
13
775
2
2022-09-19 15:21:39.171102
Average
Yes
Monthly
House
76
30,906
44
Female
1,135
Single
2
Master's
Unemployed
14.058289
Suburban
Premium
2
1
668
5
2024-07-27 15:21:39.199447
Good
Yes
Monthly
Condo
618
30,907
47
Male
7,073
Divorced
1
Bachelor's
Employed
29.945554
Rural
Comprehensive
0
10
778
3
2021-02-18 15:21:39.185215
Average
Yes
Daily
Condo
671
30,908
46
Female
695
Divorced
4
Bachelor's
Unemployed
42.662484
Rural
Comprehensive
2
18
717
1
2021-07-17 15:21:39.189223
Poor
Yes
Rarely
Condo
744
30,909
54
Female
111,295
Married
1
Master's
null
36.025617
Suburban
Basic
null
10
391
9
2021-01-30 15:21:39.085129
Poor
No
Rarely
House
1,127
30,910
35
Female
94,024
Married
3
Bachelor's
null
14.817758
Suburban
Basic
1
17
446
6
2023-09-03 15:21:39.237118
Poor
Yes
Weekly
Condo
1,311
30,911
53
Male
2,783
Single
0
Bachelor's
Self-Employed
37.126911
Suburban
Basic
0
15
755
1
2023-12-14 15:21:39.131192
Poor
No
Daily
House
2,059
30,912
35
Male
84,063
Single
1
Bachelor's
Self-Employed
15.642788
Rural
Premium
1
2
526
7
2023-12-30 15:21:39.237118
Good
No
Daily
House
162
30,913
28
Male
104,057
Divorced
1
PhD
Self-Employed
37.641768
Suburban
Basic
2
17
502
2
2019-12-10 15:21:39.102694
Poor
No
Rarely
House
1,326
30,914
50
Female
6,190
Married
2
Bachelor's
Employed
21.769471
Rural
Comprehensive
null
4
624
4
2023-11-09 15:21:39.271453
Average
Yes
Daily
Apartment
992
30,915
51
Female
3,342
Divorced
0
Master's
Unemployed
12.052901
Suburban
Comprehensive
2
6
null
8
2023-09-16 15:21:39.181605
null
Yes
Daily
House
2,626
30,916
46
Female
16,863
Married
1
Bachelor's
null
11.373479
Urban
Basic
0
16
478
5
2022-11-20 15:21:39.134960
Good
No
Daily
Apartment
726
30,917
34
Male
5,879
Single
1
Master's
null
10.251479
Suburban
Comprehensive
null
16
621
3
2023-12-15 15:21:39.134960
Poor
Yes
Monthly
House
883
30,918
24
Male
17,861
Married
1
PhD
Self-Employed
25.662697
Suburban
Basic
null
3
829
8
2023-09-27 15:21:39.192212
Average
No
Monthly
House
788
30,919
31
Male
16,087
Single
2
High School
Self-Employed
30.377847
Urban
Comprehensive
0
12
null
9
2024-07-16 15:21:39.134960
Good
No
Rarely
House
1,810
30,920
30
Female
28,665
Divorced
1
Bachelor's
null
15.244809
Urban
Basic
1
8
778
7
2022-08-27 15:21:39.237118
Good
No
Rarely
House
2,416
30,921
43
Female
29,593
Married
4
Master's
Self-Employed
19.924644
Rural
Basic
null
18
805
7
2020-05-06 15:21:39.151732
Good
Yes
Monthly
Condo
689
30,922
47
Male
7,999
Married
0
Master's
null
17.937686
Urban
Premium
null
15
770
5
2020-09-27 15:21:39.128286
Average
No
Rarely
House
154
30,923
29
Female
172
Divorced
null
High School
null
22.929753
Urban
Comprehensive
1
15
484
7
2021-01-27 15:21:39.172097
Average
Yes
Monthly
House
285
30,924
59
Female
734
Divorced
4
High School
null
22.187055
Urban
Premium
1
18
705
2
2023-10-07 15:21:39.134960
Poor
Yes
Rarely
Apartment
3,262
30,925
50
Female
29,892
Single
2
Master's
Employed
39.385893
Suburban
Premium
1
14
null
2
2024-01-03 15:21:39.134960
Poor
No
Monthly
House
1,777
30,926
30
Female
58,977
Married
2
PhD
Self-Employed
28.753939
Urban
Premium
1
5
350
9
2024-03-09 15:21:39.086123
Poor
Yes
Monthly
Condo
866
30,927
43
Female
56,740
Single
0
PhD
null
19.638
Rural
Premium
0
17
567
8
2020-03-27 15:21:39.151732
Poor
Yes
Rarely
Condo
112
30,928
54
Female
6,162
Divorced
1
Bachelor's
Self-Employed
15.722397
Rural
Premium
0
6
678
9
2022-12-18 15:21:39.224915
Average
No
Daily
Apartment
612
30,929
50
Female
53,869
Married
2
Bachelor's
null
28.722328
Suburban
Basic
0
5
null
9
2021-09-25 15:21:39.134960
Average
Yes
Daily
Apartment
422
30,930
23
Male
2,865
Single
4
PhD
Unemployed
28.582339
Suburban
Comprehensive
null
10
393
5
2023-07-18 15:21:39.084065
Average
Yes
Daily
House
1,752
30,931
32
Male
null
Single
2
PhD
Unemployed
45.933136
Urban
Basic
0
13
311
9
2021-06-12 15:21:39.164044
Poor
Yes
Rarely
House
725
30,932
29
Female
16,884
Married
1
Master's
null
35.556925
Rural
Comprehensive
0
9
815
4
2020-06-08 15:21:39.237118
Poor
No
Weekly
Condo
1,916
30,933
31
Female
37,669
Married
0
Master's
Employed
36.990852
Suburban
Basic
0
7
528
4
2020-12-29 15:21:39.290098
Average
No
Daily
Apartment
1,498
30,934
20
Female
1,227
Married
1
PhD
null
10.859092
Rural
Basic
2
10
null
9
2022-05-25 15:21:39.155231
Average
No
Monthly
Condo
988
30,935
61
Male
16,015
Divorced
4
Bachelor's
null
23.895314
Suburban
Comprehensive
0
3
505
9
2021-02-02 15:21:39.152732
Poor
Yes
Monthly
House
479
30,936
51
Male
21,989
Divorced
0
High School
Unemployed
28.279837
Urban
Premium
0
11
825
7
2020-09-28 15:21:39.194829
Average
Yes
Weekly
Condo
1,052
30,937
59
Female
44,953
Single
0
PhD
Self-Employed
39.778769
Urban
Premium
0
15
843
6
2019-12-19 15:21:39.154008
Good
Yes
Weekly
Condo
1,808
30,938
50
Female
1,159
Single
1
Master's
Employed
33.92635
Rural
Comprehensive
0
18
481
1
2019-12-17 15:21:39.278402
Average
No
Monthly
House
28
30,939
43
Male
35,975
Single
null
Bachelor's
Self-Employed
29.18555
Urban
Comprehensive
0
8
472
4
2024-06-15 15:21:39.080440
Average
Yes
Rarely
House
1,367
30,940
30
Male
39,146
Married
0
Master's
null
26.672138
Urban
Comprehensive
null
2
471
4
2024-01-13 15:21:39.226954
Good
Yes
Rarely
House
1,647
30,941
35
Male
20,254
Divorced
2
Master's
Employed
null
Urban
Comprehensive
0
19
693
1
2020-07-11 15:21:39.130190
Average
No
Monthly
Condo
533
30,942
27
Female
5,947
Married
1
PhD
null
17.913681
Rural
Basic
0
11
797
8
2023-11-15 15:21:39.237118
Good
Yes
Weekly
Apartment
1,405
30,943
20
Female
1,851
Divorced
1
High School
Employed
50.676714
Rural
Premium
0
9
391
6
2020-03-06 15:21:39.288099
Poor
No
Weekly
Condo
1,383
30,944
39
Male
25,481
Married
4
High School
Self-Employed
19.688908
Suburban
Basic
0
9
543
9
2024-07-09 15:21:39.194829
Average
No
Monthly
Condo
3,034
30,945
63
Female
79,847
Divorced
3
Bachelor's
Self-Employed
16.9444
Rural
Basic
1
0
363
6
2020-04-26 15:21:39.237118
Good
Yes
Monthly
Condo
643
30,946
18
Male
15,274
null
2
PhD
Employed
12.585125
Suburban
Premium
0
12
489
3
2024-07-02 15:21:39.149731
Good
No
Daily
Apartment
3,054
30,947
24
Male
914
Divorced
null
Master's
null
38.324427
Urban
Comprehensive
3
13
627
4
2020-07-14 15:21:39.179186
Good
Yes
Weekly
Condo
1,684
30,948
38
Female
31,218
Divorced
null
Master's
null
6.947126
Suburban
Comprehensive
1
4
564
9
2024-05-16 15:21:39.151732
Poor
No
Daily
Apartment
538
30,949
25
Female
45,673
Married
2
Master's
null
null
Urban
Premium
1
12
517
3
2020-12-29 15:21:39.172097
Good
Yes
Monthly
Condo
393
30,950
56
Male
26,707
Married
0
Bachelor's
null
34.735608
Rural
Premium
2
17
532
5
2024-02-20 15:21:39.132191
Good
Yes
Weekly
House
572
30,951
64
Male
12,071
Single
0
PhD
Unemployed
20.948588
Urban
Basic
0
9
615
5
2022-03-15 15:21:39.226954
Average
Yes
Monthly
Apartment
1,213
30,952
58
Female
43,866
Single
null
PhD
Unemployed
null
Urban
Premium
null
17
705
3
2021-03-09 15:21:39.186212
Good
Yes
Daily
House
834
30,953
40
Male
44,333
Divorced
1
High School
Employed
33.527077
Suburban
Comprehensive
null
2
696
7
2024-01-30 15:21:39.130190
Average
No
Weekly
Apartment
618
30,954
56
Female
5,414
Married
2
Bachelor's
Self-Employed
19.906322
Suburban
Premium
1
11
522
8
2024-04-16 15:21:39.134819
Good
No
Daily
House
2,023
30,955
54
Female
44,987
Divorced
0
High School
null
10.249419
Suburban
Premium
2
7
620
6
2020-11-05 15:21:39.149731
Good
No
Daily
House
3,678
30,956
18
Male
35,706
Divorced
1
High School
Employed
15.936989
Urban
Basic
0
10
641
8
2024-07-08 15:21:39.171102
Average
Yes
Monthly
Condo
210
30,957
62
Male
8,881
Single
4
PhD
Self-Employed
27.827572
Urban
Premium
null
1
592
7
2023-07-31 15:21:39.094752
Average
Yes
Monthly
House
757
30,958
30
Male
2,819
Single
4
Bachelor's
Employed
50.878687
Urban
Premium
0
3
665
6
2022-01-11 15:21:39.231531
Average
Yes
Daily
House
28
30,959
58
Female
3,231
Divorced
0
High School
Employed
26.900056
Suburban
Comprehensive
1
15
793
5
2021-03-21 15:21:39.237118
Good
No
Daily
Apartment
2,035
30,960
58
Male
50,593
Divorced
4
Bachelor's
Unemployed
9.729512
Rural
Basic
null
15
634
5
2024-06-12 15:21:39.145732
null
No
Rarely
Apartment
106
30,961
63
Male
70,767
Married
null
Master's
Employed
17.793802
Urban
Basic
1
4
433
1
2023-01-22 15:21:39.134960
Good
No
Monthly
House
1,043
30,962
19
Female
1,138
Divorced
3
High School
Self-Employed
null
Suburban
Premium
2
8
765
9
2020-06-29 15:21:39.098696
Average
Yes
Rarely
House
1,076
30,963
24
Male
36,557
Divorced
0
Master's
null
7.827572
Suburban
Comprehensive
null
17
null
1
2021-04-24 15:21:39.290098
Poor
Yes
Daily
Apartment
522
30,964
44
Male
44,891
Single
0
Bachelor's
Unemployed
28.052416
Suburban
Basic
1
8
408
9
2022-08-19 15:21:39.181605
Good
No
Monthly
Apartment
1,361
30,965
63
Male
16,370
Divorced
3
PhD
Employed
8.070415
Urban
Basic
1
6
635
9
2022-09-22 15:21:39.224915
Good
No
Weekly
Apartment
793
30,966
40
Male
20,389
Single
0
PhD
null
32.138069
Suburban
Comprehensive
null
9
431
8
2024-08-12 15:21:39.155231
Poor
No
Weekly
Apartment
461
30,967
28
Male
60,945
Single
3
PhD
Employed
16.638799
Suburban
Basic
null
16
598
4
2023-06-02 15:21:39.172097
Poor
No
Monthly
Apartment
101
30,968
33
Male
37,125
Married
null
Master's
null
38.121637
Rural
Premium
null
17
799
5
2020-11-10 15:21:39.106582
Good
No
Monthly
Condo
28
30,969
42
Male
913
Married
1
Bachelor's
Employed
23.78827
Rural
Premium
null
15
822
8
2021-04-17 15:21:39.154008
null
No
Weekly
Condo
1,145
30,970
28
Male
35,794
Single
0
Bachelor's
null
34.569077
Rural
Premium
1
15
null
7
2024-06-11 15:21:39.196387
Average
Yes
Daily
House
731
30,971
57
Male
24,000
null
3
Master's
null
15.834606
Urban
Premium
0
18
761
6
2022-09-07 15:21:39.155231
Poor
No
Rarely
Apartment
1,201
30,972
40
Female
45,673
Married
1
Bachelor's
Employed
23.287634
Rural
Premium
null
8
null
8
2021-07-23 15:21:39.230483
Good
Yes
Rarely
Condo
3,261
30,973
33
Male
132,796
Divorced
4
Master's
Employed
31.050025
Rural
Premium
0
1
438
2
2023-07-19 15:21:39.279729
Average
Yes
Weekly
Condo
821
30,974
23
Female
4,825
Single
null
Master's
null
15.823985
Suburban
Comprehensive
2
0
null
7
2021-02-01 15:21:39.186212
Average
No
Daily
Condo
3,626
30,975
41
Male
3,979
Divorced
0
Master's
Employed
42.272803
Urban
Comprehensive
0
5
806
3
2021-02-12 15:21:39.246098
null
Yes
Weekly
Apartment
2,051
30,976
43
Female
64,540
Divorced
3
Bachelor's
Self-Employed
25.592251
Suburban
Premium
2
11
406
7
2019-08-17 15:21:39.233485
Good
Yes
Monthly
Condo
1,335
30,977
49
Female
44,792
Married
null
Bachelor's
Unemployed
36.735674
Rural
Premium
null
7
672
5
2023-12-04 15:21:39.230483
Average
No
Weekly
Apartment
2,463
30,978
37
Female
5,874
Married
4
PhD
Self-Employed
6.730426
Suburban
Premium
2
4
815
2
2022-06-04 15:21:39.109552
Good
Yes
Weekly
Apartment
2,800
30,979
25
Female
25,962
Divorced
1
Bachelor's
null
31.569059
Urban
Premium
0
19
345
6
2023-03-28 15:21:39.172097
Average
No
Rarely
Apartment
2,094
30,980
47
Male
92,071
Single
1
Bachelor's
Self-Employed
33.335783
Rural
Basic
null
1
806
5
2024-03-13 15:21:39.083497
Poor
No
Daily
Condo
341
30,981
48
Female
97,767
Single
0
Bachelor's
Unemployed
19.85801
Rural
Premium
1
0
321
4
2020-09-03 15:21:39.216387
Good
Yes
Weekly
House
815
30,982
58
Male
56,841
Divorced
2
PhD
Employed
50.085427
Urban
Basic
1
8
667
7
2024-04-13 15:21:39.168099
Average
No
Monthly
House
2,131
30,983
22
Female
131,347
Single
0
High School
Unemployed
12.979165
Urban
Comprehensive
0
11
400
1
2020-02-02 15:21:39.117183
null
No
Monthly
House
934
30,984
63
Male
18,783
Married
1
Bachelor's
Unemployed
8.064405
Urban
Comprehensive
0
12
781
5
2019-12-17 15:21:39.092127
Good
No
Monthly
House
1,552
30,985
44
Female
27,641
Married
0
PhD
null
42.129993
Rural
Comprehensive
1
6
638
8
2022-02-16 15:21:39.097737
Average
Yes
Daily
Condo
1,157
30,986
22
Female
23,634
Divorced
1
Bachelor's
Self-Employed
20.412538
Rural
Comprehensive
0
15
464
6
2020-08-29 15:21:39.181605
Good
No
Daily
Condo
668
30,987
30
Female
82,309
Divorced
null
Bachelor's
null
23.471541
Rural
Premium
2
19
440
9
2022-07-08 15:21:39.270454
Average
No
Rarely
House
662
30,988
40
Male
2,541
Divorced
1
Bachelor's
Employed
31.080195
Suburban
Comprehensive
0
5
659
4
2023-08-19 15:21:39.155231
Good
No
Rarely
Condo
40
30,989
27
Male
46,465
Divorced
0
Bachelor's
Unemployed
27.352942
Rural
Basic
0
16
null
6
2021-12-01 15:21:39.134960
Average
No
Daily
Condo
35
30,990
64
Female
624
Married
1
High School
Employed
18.569353
Rural
Basic
0
5
591
1
2023-12-09 15:21:39.228521
Good
Yes
Weekly
Condo
27
30,991
44
Male
27,692
Divorced
null
PhD
Unemployed
20.485433
Suburban
Basic
null
11
688
3
2023-10-21 15:21:39.237118
Average
Yes
Daily
House
1,005
30,992
48
Female
null
Married
4
Bachelor's
Employed
25.679315
Rural
Basic
null
10
350
5
2020-01-24 15:21:39.087123
Poor
Yes
Daily
House
253
30,993
35
Male
38,245
Single
4
Master's
null
28.488895
Rural
Basic
0
1
516
6
2020-11-17 15:21:39.171102
Poor
No
Monthly
Condo
536
30,994
61
Male
6,868
null
null
Master's
Self-Employed
37.01557
Urban
Basic
null
3
null
5
2021-08-05 15:21:39.109552
Poor
Yes
Weekly
Condo
2,266
30,995
31
Male
28,666
Married
2
High School
null
16.990544
Urban
Premium
null
0
null
4
2020-01-08 15:21:39.182597
Average
Yes
Rarely
House
551
30,996
61
Female
61,685
Single
1
Bachelor's
Self-Employed
37.145054
Urban
Basic
0
17
425
4
2021-05-25 15:21:39.290098
Good
Yes
Weekly
Apartment
112
30,997
61
Male
34,749
Divorced
0
Bachelor's
null
9.067312
Suburban
Comprehensive
1
9
678
4
2022-01-12 15:21:39.194829
Good
Yes
Monthly
Apartment
527
30,998
48
Male
15,161
Divorced
4
Bachelor's
Self-Employed
10.241465
Urban
Premium
0
10
824
4
2023-02-14 15:21:39.237118
Poor
No
Rarely
House
464
30,999
51
Female
null
Divorced
1
Master's
null
23.759739
Suburban
Premium
0
7
790
7
2021-06-08 15:21:39.177724
null
No
Rarely
House
30