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
3,900
24
Male
65,921
Single
3
Master's
Employed
15.162411
Urban
Premium
1
0
554
6
2022-02-22 15:21:39.200452
Poor
Yes
Rarely
Condo
91
3,901
43
Male
4,533
Married
4
Bachelor's
Self-Employed
27.551828
Rural
Premium
null
4
830
5
2019-12-22 15:21:39.192212
Good
Yes
Rarely
Apartment
2,792
3,902
30
Female
11,255
Married
3
Bachelor's
Self-Employed
39.146836
Suburban
Comprehensive
0
2
309
4
2021-04-22 15:21:39.081504
Average
No
Rarely
Condo
1,111
3,903
57
Female
18,280
Married
3
PhD
Employed
35.698835
Suburban
Comprehensive
1
6
437
4
2020-02-26 15:21:39.079128
Average
No
Daily
Apartment
2,234
3,904
39
Male
70,693
Married
0
PhD
Self-Employed
45.858306
Suburban
Comprehensive
2
2
605
8
2024-03-15 15:21:39.134960
null
Yes
Daily
Condo
323
3,905
63
Male
9,756
Single
1
Bachelor's
Unemployed
28.397966
Suburban
Premium
0
7
742
6
2021-09-13 15:21:39.192212
Good
No
Rarely
Condo
3,619
3,906
27
Female
134,987
Single
2
Master's
Employed
26.69231
Suburban
Basic
2
14
615
1
2024-03-21 15:21:39.285112
Average
Yes
Daily
Condo
181
3,907
22
Male
23,767
Single
1
PhD
Unemployed
15.753796
Urban
Basic
null
3
495
9
2021-07-01 15:21:39.237118
Poor
No
Weekly
Condo
566
3,908
43
Male
13,982
Divorced
0
PhD
Self-Employed
16.823735
Rural
Basic
2
13
530
9
2022-01-26 15:21:39.134960
Good
Yes
Weekly
Apartment
745
3,909
20
Female
44,333
Divorced
0
Master's
Unemployed
37.078456
Rural
Premium
null
0
null
7
2024-02-23 15:21:39.237118
Average
No
Rarely
House
1,588
3,910
48
Female
35,192
Divorced
2
Bachelor's
null
37.888927
Suburban
Premium
null
19
447
2
2022-01-13 15:21:39.175719
Poor
Yes
Daily
House
884
3,911
51
Male
20,109
Divorced
4
High School
Self-Employed
39.908268
Suburban
Premium
0
13
null
2
2020-09-05 15:21:39.155231
Poor
Yes
Monthly
Condo
187
3,912
57
Male
33,125
Divorced
3
Bachelor's
Self-Employed
46.481113
Suburban
Basic
1
18
789
2
2023-07-28 15:21:39.186212
Poor
Yes
Rarely
House
965
3,913
35
Male
65,390
Single
null
Master's
Employed
14.256714
Rural
Premium
null
1
625
2
2019-12-02 15:21:39.285112
null
Yes
Daily
House
2,254
3,914
47
Male
15,409
Married
3
High School
null
23.724339
Suburban
Basic
0
8
796
4
2020-12-08 15:21:39.097737
Good
No
Rarely
Condo
892
3,915
50
Male
33,976
Single
null
High School
Unemployed
30.967606
Urban
Comprehensive
0
18
null
2
2020-03-17 15:21:39.170099
Average
No
Rarely
House
864
3,916
46
Female
26,953
Divorced
0
Bachelor's
Self-Employed
9.597558
Urban
Comprehensive
0
4
359
7
2020-06-21 15:21:39.097737
null
No
Monthly
Condo
462
3,917
39
Male
44,190
Divorced
null
PhD
Self-Employed
18.828455
Urban
Premium
2
7
723
8
2021-11-26 15:21:39.164044
Good
Yes
Weekly
Apartment
414
3,918
null
Male
106,465
Married
3
PhD
Employed
39.206025
Suburban
Premium
0
6
456
6
2023-06-18 15:21:39.134960
Average
Yes
Daily
Apartment
571
3,919
50
Male
72,358
Single
null
Bachelor's
Unemployed
28.313635
Suburban
Basic
0
16
643
5
2023-05-19 15:21:39.091080
null
Yes
Monthly
House
3,044
3,920
47
Female
95,592
Single
null
Master's
null
45.974705
Suburban
Premium
3
8
807
8
2021-09-21 15:21:39.260856
Average
No
Monthly
House
2,075
3,921
46
Female
27,863
Married
0
Bachelor's
Employed
34.5689
Rural
Comprehensive
1
4
719
8
2021-10-03 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,515
3,922
49
Male
20,960
Divorced
1
High School
null
32.683136
Rural
Premium
3
9
711
3
2020-02-01 15:21:39.125660
Good
No
Daily
House
209
3,923
51
Female
3,398
Married
null
Bachelor's
Unemployed
11.67643
Urban
Basic
null
5
626
4
2020-01-24 15:21:39.098696
Good
Yes
Monthly
Apartment
2,586
3,924
49
Male
88,016
Divorced
3
PhD
Unemployed
32.792339
Rural
Premium
1
3
819
8
2020-02-05 15:21:39.117183
Poor
No
Rarely
House
98
3,925
43
Male
43,744
null
3
Master's
Unemployed
16.913296
Suburban
Premium
null
15
504
6
2024-03-21 15:21:39.120168
Good
No
Rarely
Condo
1,748
3,926
39
Female
23,708
Single
3
High School
Unemployed
25.571923
Urban
Comprehensive
2
3
null
7
2020-03-21 15:21:39.134960
Average
Yes
Weekly
House
1,838
3,927
45
Male
16,652
Single
3
Bachelor's
Employed
25.361457
Rural
Comprehensive
null
11
805
5
2020-08-17 15:21:39.134960
Poor
Yes
Rarely
Apartment
511
3,928
37
Female
120,959
Divorced
2
Bachelor's
Self-Employed
29.892132
Suburban
Comprehensive
null
12
718
7
2023-07-21 15:21:39.172097
Average
Yes
Rarely
Condo
354
3,929
25
Female
45,494
Single
0
Bachelor's
Self-Employed
15.71493
Urban
Comprehensive
1
12
609
2
2020-09-07 15:21:39.103737
Good
Yes
Rarely
House
427
3,930
62
Male
null
Married
4
Master's
Employed
42.539621
Suburban
Comprehensive
0
17
662
9
2024-02-23 15:21:39.251142
Poor
No
Monthly
Apartment
48
3,931
61
Female
53,350
Married
3
High School
Self-Employed
47.355957
Rural
Comprehensive
3
10
720
4
2023-11-25 15:21:39.124659
Poor
Yes
Weekly
House
2,211
3,932
42
Female
2,789
Married
1
Bachelor's
Self-Employed
33.18271
Suburban
Premium
0
4
467
7
2022-10-31 15:21:39.086123
Poor
Yes
Monthly
House
996
3,933
49
Female
50,908
Single
0
Bachelor's
Self-Employed
51.641241
Rural
Premium
null
4
788
8
2021-09-13 15:21:39.155231
Good
Yes
Weekly
Condo
1,858
3,934
21
Female
27,755
Single
3
Master's
Employed
32.889998
Suburban
Premium
0
12
551
2
2022-03-24 15:21:39.237118
Average
No
Monthly
Condo
1,630
3,935
30
Male
76,715
null
1
High School
Self-Employed
15.819368
Rural
Basic
2
12
591
8
2021-11-21 15:21:39.237118
Good
Yes
Weekly
House
3,128
3,936
50
Female
87,879
Married
1
PhD
Unemployed
null
Urban
Premium
2
19
609
9
2023-10-28 15:21:39.105504
Good
No
Daily
House
449
3,937
18
Male
23,590
Single
3
High School
Self-Employed
22.162333
Urban
Comprehensive
null
2
454
4
2022-09-19 15:21:39.095696
Good
Yes
Rarely
House
1,420
3,938
50
Female
20,630
Married
null
Bachelor's
Self-Employed
29.593271
Rural
Basic
null
7
309
2
2022-07-24 15:21:39.283783
Average
No
Daily
Apartment
3,738
3,939
21
Female
null
Single
0
Master's
Self-Employed
30.087279
Suburban
Premium
0
14
416
5
2023-02-02 15:21:39.121169
Good
No
Daily
Apartment
2,281
3,940
28
Female
36,115
Single
2
Master's
Self-Employed
16.997591
Urban
Comprehensive
1
14
588
8
2023-09-02 15:21:39.092127
Average
Yes
Monthly
Apartment
2,745
3,941
60
Male
4,533
Divorced
1
High School
Employed
22.233927
Suburban
Premium
null
11
534
1
2019-11-27 15:21:39.155231
Poor
Yes
Monthly
Condo
1,544
3,942
36
Female
46,134
Divorced
0
High School
Unemployed
24.668062
Rural
Comprehensive
null
10
578
1
2022-01-07 15:21:39.206847
Good
Yes
Daily
Condo
744
3,943
38
Male
113,752
Married
3
Master's
Employed
21.826586
Suburban
Basic
1
0
439
5
2021-11-27 15:21:39.259788
null
Yes
Daily
Apartment
1,436
3,944
42
Female
14,991
Single
null
High School
Self-Employed
35.878778
Urban
Basic
null
12
795
6
2020-10-27 15:21:39.247098
Poor
No
Monthly
Apartment
535
3,945
59
Male
20,991
Divorced
1
PhD
Unemployed
22.961576
Rural
Basic
1
12
559
2
2021-03-19 15:21:39.274993
Poor
Yes
Daily
House
923
3,946
37
Female
140,590
Married
1
PhD
Unemployed
13.243036
Suburban
Basic
0
13
327
5
2024-02-10 15:21:39.237118
Good
Yes
Monthly
House
829
3,947
30
Male
6,903
Single
2
Bachelor's
Self-Employed
39.009811
Rural
Basic
0
13
782
7
2020-07-12 15:21:39.204790
Poor
Yes
Daily
House
1,026
3,948
28
Female
43,551
Divorced
null
Master's
null
13.09281
Rural
Premium
null
17
635
4
2024-08-01 15:21:39.217387
null
No
Weekly
Apartment
1,673
3,949
56
Female
29,854
Single
null
PhD
null
30.909
Urban
Premium
0
16
309
6
2021-07-08 15:21:39.187211
Average
Yes
Daily
House
2,705
3,950
37
Female
16,088
Divorced
2
Bachelor's
Unemployed
43.847678
Suburban
Basic
null
17
444
2
2021-06-01 15:21:39.185215
Average
No
Rarely
Condo
838
3,951
63
Male
102,730
null
null
Bachelor's
Employed
45.749078
Rural
Comprehensive
2
9
null
1
2021-06-21 15:21:39.252145
null
Yes
Monthly
Apartment
2,742
3,952
33
Male
13,625
Divorced
4
Bachelor's
null
35.912545
Urban
Premium
3
7
null
7
2024-03-13 15:21:39.237118
Good
No
Monthly
House
164
3,953
35
Female
76,634
Single
2
PhD
Self-Employed
11.940511
Rural
Premium
null
1
756
2
2019-09-03 15:21:39.087123
Good
Yes
Weekly
House
2,540
3,954
26
Female
43,437
Married
0
Master's
Employed
3.749612
Urban
Basic
0
7
732
7
2022-05-27 15:21:39.237118
Poor
No
Weekly
Condo
42
3,955
38
Male
45,444
Single
3
High School
null
30.522832
Rural
Premium
null
5
542
3
2023-06-07 15:21:39.222387
Average
Yes
Daily
House
612
3,956
52
Male
730
Divorced
0
High School
Employed
10.938151
Suburban
Premium
null
15
467
4
2023-06-27 15:21:39.194829
Average
Yes
Weekly
House
1,195
3,957
40
Female
38,969
Married
0
High School
null
43.137987
Rural
Basic
null
4
472
4
2024-01-29 15:21:39.122134
Good
No
Weekly
House
456
3,958
22
Female
27,128
Divorced
4
Bachelor's
Self-Employed
22.947731
Suburban
Comprehensive
null
16
626
1
2023-10-31 15:21:39.170099
Good
Yes
Rarely
Condo
762
3,959
48
Female
39,559
Single
1
Master's
Employed
26.174027
Suburban
Premium
2
18
784
6
2022-11-10 15:21:39.087123
null
No
Daily
Condo
1,306
3,960
26
Male
43,682
Divorced
4
PhD
null
10.789641
Urban
Comprehensive
null
16
741
5
2020-07-30 15:21:39.112553
Good
No
Rarely
House
299
3,961
23
Male
18,062
null
3
High School
Unemployed
24.413313
Suburban
Comprehensive
1
11
632
5
2021-10-26 15:21:39.125660
Average
No
Monthly
Apartment
992
3,962
25
Female
133,060
Single
1
PhD
null
27.874808
Urban
Basic
null
0
488
9
2021-11-10 15:21:39.250151
Average
Yes
Monthly
Condo
3,184
3,963
25
Female
13,982
Married
2
Master's
Employed
44.637119
Suburban
Premium
2
13
693
6
2023-10-21 15:21:39.252145
Average
Yes
Daily
House
2,474
3,964
23
Male
34,392
Divorced
0
Bachelor's
null
17.371797
Suburban
Comprehensive
0
9
700
9
2020-04-24 15:21:39.250151
Poor
No
Monthly
Apartment
846
3,965
42
Male
17,863
Divorced
4
Master's
null
21.567221
Suburban
Basic
1
2
624
7
2024-01-02 15:21:39.283783
Poor
Yes
Monthly
Condo
1,206
3,966
44
Male
45,936
Single
2
Bachelor's
Employed
25.016669
Rural
Basic
1
13
695
4
2023-01-29 15:21:39.222387
Average
No
Daily
House
35
3,967
61
Female
39,722
Single
3
Bachelor's
Self-Employed
26.335908
Suburban
Comprehensive
0
14
716
6
2019-11-14 15:21:39.107553
Poor
Yes
Rarely
Apartment
1,221
3,968
26
Male
91,465
Single
0
High School
Employed
45.641709
Suburban
Comprehensive
null
18
456
6
2020-08-28 15:21:39.245086
Poor
No
Rarely
House
2,374
3,969
31
Male
74,824
Single
1
Bachelor's
Self-Employed
12.837232
Suburban
Basic
1
2
843
1
2022-07-12 15:21:39.101733
Poor
Yes
Daily
Apartment
39
3,970
18
Female
5,819
Married
4
Bachelor's
null
20.858677
Rural
Basic
2
18
469
4
2020-07-28 15:21:39.228521
null
No
Monthly
House
1,073
3,971
37
Male
524
Divorced
2
Master's
null
19.895608
Rural
Basic
2
14
482
8
2023-10-10 15:21:39.248098
Good
Yes
Daily
House
38
3,972
30
Female
57,589
Married
0
PhD
Unemployed
48.917804
Urban
Basic
2
19
443
7
2023-08-02 15:21:39.237118
Good
No
Daily
Apartment
883
3,973
50
Female
23,767
Married
1
High School
null
29.895853
Urban
Premium
null
13
471
5
2020-10-28 15:21:39.190215
Good
Yes
Rarely
House
1,263
3,974
20
Male
64,484
Divorced
2
High School
Unemployed
18.98814
Rural
Basic
0
1
502
1
2020-08-30 15:21:39.091080
Average
No
Daily
Condo
1,867
3,975
35
Male
63,692
Divorced
0
High School
Employed
12.086326
Urban
Premium
null
14
null
8
2021-05-09 15:21:39.107553
Average
No
Daily
Apartment
151
3,976
33
Male
56,711
Married
2
High School
Unemployed
8.742199
Urban
Premium
1
6
798
7
2022-10-21 15:21:39.271453
Poor
No
Weekly
Condo
381
3,977
36
Male
1,169
Divorced
3
Bachelor's
null
40.726317
Rural
Basic
2
0
761
5
2021-04-14 15:21:39.276901
Poor
Yes
Daily
House
822
3,978
40
Female
6,093
Divorced
1
Bachelor's
Unemployed
23.827321
Suburban
Comprehensive
0
18
617
9
2020-04-04 15:21:39.134960
Good
Yes
Weekly
House
958
3,979
56
Female
63,385
Single
0
PhD
Self-Employed
38.691716
Rural
Premium
1
18
335
7
2023-01-26 15:21:39.125660
Good
No
Daily
Condo
813
3,980
26
Female
1,197
Married
0
Master's
Unemployed
26.560436
Urban
Premium
null
0
619
6
2022-03-23 15:21:39.287115
Poor
No
Daily
Condo
2,930
3,981
23
Female
123,429
Divorced
4
Bachelor's
null
19.735977
Suburban
Basic
2
15
462
5
2022-09-30 15:21:39.134960
Good
Yes
Weekly
House
26
3,982
64
Female
91,059
Divorced
0
PhD
Unemployed
52.012146
Suburban
Basic
0
18
712
9
2023-11-17 15:21:39.252145
Average
Yes
Monthly
Condo
921
3,983
19
Female
30,644
Single
1
High School
Employed
19.290979
Suburban
Basic
0
12
799
4
2021-01-28 15:21:39.155231
Poor
Yes
Monthly
House
1,703
3,984
24
Female
109,425
Divorced
4
PhD
Unemployed
32.898933
Suburban
Basic
null
8
378
3
2022-07-01 15:21:39.276901
Average
No
Daily
Apartment
774
3,985
44
Female
44,745
Divorced
1
Bachelor's
null
17.099045
Suburban
Comprehensive
null
4
627
5
2020-12-18 15:21:39.106582
Good
Yes
Daily
House
38
3,986
43
Male
5,812
Single
2
Bachelor's
Self-Employed
18.0089
Rural
Comprehensive
5
9
null
2
2019-09-23 15:21:39.114118
Good
Yes
Monthly
Apartment
2,835
3,987
51
Female
140,883
Single
null
Bachelor's
Self-Employed
25.016676
Urban
Premium
2
9
561
9
2021-12-14 15:21:39.091080
Average
No
Daily
House
223
3,988
60
Female
2,453
Married
1
High School
Unemployed
47.387598
Suburban
Basic
2
0
656
7
2023-03-30 15:21:39.134960
Good
No
Rarely
House
514
3,989
18
Female
4,809
Divorced
1
Bachelor's
null
36.533327
Urban
Comprehensive
2
4
573
9
2022-01-09 15:21:39.251142
Good
No
Rarely
House
656
3,990
58
Male
8,983
Single
2
High School
Unemployed
20.392709
Urban
Premium
0
14
810
2
2022-06-02 15:21:39.134960
Poor
No
Weekly
House
676
3,991
64
Male
20,597
Divorced
0
High School
null
50.83942
Rural
Comprehensive
null
4
543
1
2024-04-25 15:21:39.206847
Average
No
Rarely
Apartment
1,557
3,992
21
Female
18,644
Divorced
4
PhD
Self-Employed
29.074097
Suburban
Basic
1
10
559
1
2019-09-12 15:21:39.197445
Average
Yes
Monthly
House
1,755
3,993
45
Female
39,477
null
null
Master's
Self-Employed
26.594782
Urban
Basic
null
11
600
4
2022-07-18 15:21:39.134960
Good
Yes
Daily
Apartment
519
3,994
63
Male
1,098
Single
0
PhD
Unemployed
28.483763
Urban
Premium
2
15
837
9
2023-08-02 15:21:39.119168
Good
No
Rarely
House
1,581
3,995
46
Female
8,791
Divorced
4
Master's
Employed
23.865494
Rural
Comprehensive
null
16
646
8
2024-01-13 15:21:39.193945
Poor
No
Weekly
House
809
3,996
62
Male
61,361
Single
2
PhD
Employed
null
Suburban
Comprehensive
2
2
584
7
2023-08-30 15:21:39.082499
null
Yes
Monthly
Condo
586
3,997
58
Female
29,819
Single
3
High School
Employed
33.07653
Urban
Basic
1
1
563
8
2021-08-28 15:21:39.179186
Average
Yes
Weekly
Condo
439
3,998
30
Male
30,629
Single
4
High School
Unemployed
18.296863
Suburban
Premium
0
5
552
1
2021-03-21 15:21:39.176717
Good
Yes
Daily
House
1,629
3,999
27
Female
4,566
Divorced
0
Bachelor's
null
16.583272
Rural
Basic
null
12
322
8
2024-01-27 15:21:39.199447
Average
No
Rarely
Condo
1,102