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
35,800
57
Female
17,177
Single
1
PhD
Self-Employed
null
Suburban
Basic
3
3
758
4
2021-11-09 15:21:39.244069
Poor
No
Daily
Apartment
1,224
35,801
54
Male
3,842
Single
1
Bachelor's
Employed
34.126597
Rural
Premium
null
8
null
8
2021-02-22 15:21:39.105504
Average
Yes
Monthly
Condo
3,021
35,802
24
Male
13,639
Married
3
PhD
Unemployed
35.751133
Suburban
Premium
null
13
null
3
2022-02-07 15:21:39.267454
Poor
No
Monthly
Condo
2,356
35,803
27
Male
71,298
Single
3
Master's
Self-Employed
28.510428
Urban
Comprehensive
1
6
496
1
2021-04-07 15:21:39.125660
Average
No
Monthly
Condo
34
35,804
33
Male
38,298
Married
0
PhD
Self-Employed
25.839301
Urban
Basic
0
13
586
5
2024-06-05 15:21:39.155231
Average
No
Daily
Condo
932
35,805
57
Male
30,372
Divorced
2
PhD
null
12.240536
Rural
Premium
0
11
446
9
2022-10-07 15:21:39.192212
Poor
Yes
Rarely
House
1,856
35,806
50
Male
9,098
Single
4
PhD
Unemployed
21.920144
Urban
Comprehensive
0
4
734
1
2024-03-16 15:21:39.188220
Poor
Yes
Rarely
House
296
35,807
38
Male
635
Single
1
PhD
Unemployed
31.86848
Urban
Comprehensive
null
5
595
4
2023-10-30 15:21:39.202448
null
Yes
Monthly
House
813
35,808
24
Male
14,410
Married
1
Bachelor's
Self-Employed
52.039107
Suburban
Basic
0
18
712
8
2023-12-12 15:21:39.254678
Good
Yes
Daily
Apartment
914
35,809
35
Male
11,806
Married
0
Bachelor's
Self-Employed
16.094727
Rural
Premium
null
14
559
8
2023-01-29 15:21:39.096739
Average
Yes
Daily
Condo
454
35,810
43
Female
3,933
Married
3
PhD
Employed
23.551058
Rural
Premium
2
11
null
4
2022-05-02 15:21:39.202448
Good
No
Rarely
Apartment
34
35,811
63
Male
5,382
Married
4
High School
Employed
26.699871
Suburban
Basic
2
13
765
7
2020-11-15 15:21:39.148733
Average
Yes
Daily
Apartment
524
35,812
19
Male
1,335
Single
1
Bachelor's
null
17.882596
Rural
Comprehensive
0
9
null
8
2023-04-21 15:21:39.121169
Average
Yes
Daily
Condo
2,801
35,813
42
Male
5,958
Divorced
3
High School
Unemployed
42.907815
Urban
Basic
1
13
778
4
2022-05-07 15:21:39.237118
Average
Yes
Rarely
Condo
2,180
35,814
24
Female
25,982
Married
null
Master's
null
null
Urban
Comprehensive
1
7
487
4
2023-03-21 15:21:39.278402
Average
Yes
Monthly
Condo
2,402
35,815
48
Male
20,984
Divorced
0
Bachelor's
Self-Employed
19.558974
Rural
Premium
null
13
713
4
2020-06-04 15:21:39.111551
Good
Yes
Rarely
Condo
788
35,816
31
Male
null
Married
3
High School
Unemployed
49.672535
Urban
Basic
0
13
null
8
2019-11-14 15:21:39.092127
Average
No
Weekly
Apartment
2,268
35,817
20
Male
87,401
Single
2
PhD
Employed
17.164854
Rural
Premium
2
4
844
5
2022-09-22 15:21:39.101733
Poor
Yes
Rarely
Condo
129
35,818
21
Female
17,663
Divorced
null
PhD
null
28.695828
Suburban
Basic
3
2
null
5
2023-06-01 15:21:39.176717
Average
Yes
Weekly
House
2,897
35,819
27
Female
2,673
Married
2
Bachelor's
Unemployed
39.337944
Urban
Basic
null
18
836
3
2020-10-22 15:21:39.237118
Average
Yes
Rarely
Apartment
2,505
35,820
61
Male
6,821
Divorced
0
PhD
null
42.64953
Suburban
Premium
null
7
null
2
2019-10-10 15:21:39.247098
Good
Yes
Daily
Condo
1,578
35,821
43
Female
6,892
Divorced
0
High School
null
15.927357
Rural
Basic
1
2
null
3
2021-03-02 15:21:39.204790
Good
No
Monthly
Apartment
607
35,822
48
Male
95,665
Married
3
Master's
null
29.397833
Suburban
Comprehensive
null
3
372
6
2020-12-26 15:21:39.268507
Average
No
Monthly
Condo
1,041
35,823
54
Male
15,289
Single
3
Bachelor's
Unemployed
10.594579
Rural
Comprehensive
0
10
751
1
2019-09-15 15:21:39.204790
Good
No
Weekly
Apartment
1,479
35,824
55
Female
18,554
Married
0
PhD
null
36.096388
Urban
Comprehensive
0
14
788
3
2020-07-04 15:21:39.164044
Average
Yes
Monthly
Apartment
1,204
35,825
31
Male
46,469
Divorced
2
PhD
Unemployed
6.844336
Suburban
Basic
1
13
832
8
2019-11-07 15:21:39.155231
Poor
Yes
Weekly
Apartment
3,241
35,826
33
Female
17,013
Divorced
4
Master's
Employed
null
Urban
Premium
null
14
551
5
2020-02-03 15:21:39.134960
Good
No
Daily
House
452
35,827
30
Male
43,771
Married
3
Master's
Self-Employed
12.240745
Rural
Comprehensive
1
0
null
1
2021-01-10 15:21:39.288099
Average
No
Monthly
Apartment
1,089
35,828
53
Male
2,490
Single
3
PhD
Unemployed
32.124919
Suburban
Basic
2
16
753
6
2023-07-18 15:21:39.172097
Average
No
Weekly
Condo
838
35,829
25
Female
91,473
Single
1
Bachelor's
Unemployed
43.935515
Rural
Basic
0
10
503
1
2019-08-24 15:21:39.134960
Poor
No
Monthly
Apartment
496
35,830
57
Male
49,354
Divorced
1
Master's
Employed
null
Suburban
Basic
0
7
552
4
2022-01-13 15:21:39.145732
Good
Yes
Rarely
Condo
1,878
35,831
41
Male
16,891
Divorced
4
High School
Unemployed
20.98588
Rural
Comprehensive
2
1
742
3
2024-04-21 15:21:39.088124
Average
No
Daily
Apartment
1,115
35,832
34
Female
16,077
Married
1
Bachelor's
Employed
8.694315
Urban
Premium
0
11
615
2
2019-12-19 15:21:39.259788
Average
No
Monthly
Condo
571
35,833
32
Female
10,919
Single
2
Bachelor's
null
10.079044
Rural
Comprehensive
1
12
425
7
2020-11-12 15:21:39.219432
Poor
Yes
Daily
Apartment
543
35,834
39
Male
14,087
Single
2
PhD
null
null
Urban
Premium
null
12
null
7
2023-05-22 15:21:39.245086
Good
Yes
Rarely
Condo
533
35,835
36
Male
5,938
Divorced
3
Master's
null
17.766558
Rural
Premium
null
3
804
6
2020-07-31 15:21:39.089116
Poor
No
Daily
Condo
172
35,836
29
Male
17,086
Single
null
Master's
Self-Employed
28.37642
Rural
Comprehensive
4
13
598
6
2021-12-02 15:21:39.132191
Poor
Yes
Weekly
House
1,379
35,837
25
Male
6,973
Single
1
Bachelor's
null
35.7884
Suburban
Comprehensive
0
9
616
6
2021-01-30 15:21:39.134960
Good
No
Weekly
Condo
543
35,838
31
Male
44,604
Divorced
3
High School
null
null
Suburban
Premium
0
18
694
8
2019-10-17 15:21:39.197445
Average
No
Weekly
Condo
706
35,839
24
Female
54,870
Divorced
3
Master's
null
12.152479
Suburban
Comprehensive
null
19
423
2
2023-05-22 15:21:39.089116
Average
No
Rarely
House
3,044
35,840
27
Female
134,770
Single
3
Bachelor's
Employed
21.057902
Suburban
Premium
2
11
null
6
2023-04-09 15:21:39.146733
Poor
Yes
Monthly
House
30
35,841
32
Female
56,638
Divorced
1
Master's
Employed
10.517512
Rural
Comprehensive
3
12
834
3
2021-12-23 15:21:39.133866
null
No
Monthly
House
1,450
35,842
44
Female
25,168
Married
1
Bachelor's
null
38.064646
Suburban
Premium
null
16
593
5
2022-03-25 15:21:39.130190
Average
No
Monthly
Condo
934
35,843
26
Male
73,395
Divorced
1
Bachelor's
Self-Employed
null
Rural
Premium
0
17
653
3
2021-12-07 15:21:39.233485
null
No
Rarely
Condo
1,084
35,844
48
Male
12,087
Single
4
PhD
Employed
26.162258
Rural
Comprehensive
null
10
327
1
2020-02-20 15:21:39.164044
Average
No
Monthly
Apartment
727
35,845
30
Male
71,271
Divorced
1
Master's
null
22.361069
Rural
Comprehensive
1
9
null
9
2021-05-06 15:21:39.150730
null
Yes
Monthly
House
4,044
35,846
58
Male
17,087
Divorced
4
Master's
null
null
Urban
Basic
0
15
null
8
2020-03-02 15:21:39.093681
Average
Yes
Daily
Apartment
1,078
35,847
31
Female
898
Married
4
High School
null
null
Suburban
Basic
1
11
null
3
2022-08-31 15:21:39.208842
Average
No
Monthly
Condo
668
35,848
35
Male
16,541
Single
null
Bachelor's
Employed
44.878373
Urban
Comprehensive
0
11
466
2
2022-05-28 15:21:39.237118
Average
Yes
Monthly
Apartment
496
35,849
36
Female
null
Married
4
PhD
null
39.926268
Urban
Premium
0
2
434
8
2023-02-16 15:21:39.151732
Good
No
Rarely
House
1,057
35,850
25
Male
35,113
Married
2
Bachelor's
null
8.973803
Rural
Comprehensive
null
1
798
9
2022-11-29 15:21:39.206847
Good
Yes
Rarely
Condo
1,445
35,851
53
Female
2,386
Single
0
Bachelor's
Self-Employed
50.092851
Urban
Premium
2
2
454
5
2024-03-08 15:21:39.155231
Poor
Yes
Monthly
Condo
663
35,852
57
Male
48,398
Divorced
4
Master's
Self-Employed
47.596835
Urban
Comprehensive
0
19
305
5
2019-10-03 15:21:39.128286
Average
No
Monthly
Condo
581
35,853
60
Male
1,788
Single
1
Bachelor's
Employed
29.782553
Urban
Comprehensive
2
11
694
4
2022-07-17 15:21:39.268507
Poor
No
Daily
Apartment
1,015
35,854
24
Female
24,862
Divorced
0
PhD
Self-Employed
7.993708
Urban
Premium
1
6
627
6
2022-01-16 15:21:39.125660
Poor
No
Daily
Condo
2,901
35,855
30
Female
24,891
Divorced
null
PhD
Self-Employed
28.275799
Suburban
Comprehensive
0
14
597
4
2022-01-26 15:21:39.219432
Good
No
Monthly
Apartment
1,158
35,856
21
Male
4,828
Single
2
Bachelor's
Employed
54.054443
Rural
Comprehensive
1
4
null
1
2023-10-28 15:21:39.183598
Good
Yes
Daily
Apartment
763
35,857
43
Female
null
Divorced
4
Bachelor's
null
10.926893
Rural
Basic
null
5
381
1
2024-06-27 15:21:39.176717
Poor
No
Weekly
House
1,489
35,858
30
Male
30,744
Divorced
4
High School
Unemployed
22.819099
Suburban
Premium
0
8
378
8
2022-03-17 15:21:39.237118
Average
No
Weekly
House
1,479
35,859
60
Male
103,547
Divorced
null
PhD
Self-Employed
null
Urban
Comprehensive
0
10
725
4
2024-04-18 15:21:39.213373
Poor
No
Weekly
House
2,196
35,860
49
Female
null
Single
0
Bachelor's
Unemployed
21.967662
Urban
Comprehensive
null
10
765
7
2023-04-07 15:21:39.274993
Poor
No
Monthly
House
281
35,861
64
Female
9,032
Single
4
Bachelor's
null
13.14106
Urban
Basic
null
14
657
8
2022-08-20 15:21:39.102694
Good
Yes
Monthly
Apartment
467
35,862
42
Female
141,411
Divorced
2
Bachelor's
Employed
39.29232
Urban
Basic
2
13
null
6
2020-12-15 15:21:39.245086
Poor
No
Weekly
Apartment
3,100
35,863
52
Female
20,489
Single
3
Master's
Employed
29.694826
Rural
Basic
2
16
656
6
2022-10-12 15:21:39.194829
null
No
Rarely
House
1,678
35,864
63
Female
63,419
Divorced
0
High School
null
23.935005
Rural
Basic
1
1
null
9
2020-08-27 15:21:39.192212
Poor
Yes
Monthly
House
224
35,865
34
Male
2,088
Married
3
Bachelor's
Self-Employed
40.121889
Rural
Comprehensive
1
6
637
6
2021-03-29 15:21:39.105504
Good
Yes
Monthly
Apartment
20
35,866
43
Female
29,894
Married
0
Master's
Unemployed
44.829134
Rural
Basic
null
12
595
7
2020-03-18 15:21:39.084065
Good
No
Weekly
House
795
35,867
38
Female
47,921
Single
0
High School
Unemployed
50.066236
Rural
Premium
0
3
364
6
2022-05-09 15:21:39.147735
Average
Yes
Weekly
House
1,452
35,868
40
Male
40,863
Married
null
Master's
Self-Employed
28.929441
Urban
Premium
1
9
646
4
2022-01-24 15:21:39.155231
Good
Yes
Rarely
Apartment
651
35,869
35
Male
81,816
Married
1
PhD
Unemployed
27.824413
Suburban
Comprehensive
null
18
308
8
2022-04-04 15:21:39.276901
Poor
No
Rarely
Apartment
2,846
35,870
32
Male
6,839
Divorced
0
Master's
null
5.661667
Suburban
Basic
0
19
528
4
2024-04-22 15:21:39.221386
Good
No
Weekly
House
509
35,871
57
Female
25,683
Single
4
High School
Self-Employed
44.564304
Suburban
Comprehensive
0
13
775
7
2020-09-11 15:21:39.096739
Average
No
Daily
Apartment
2,347
35,872
19
Female
20,571
Single
2
High School
Self-Employed
24.81203
Rural
Basic
0
18
313
8
2024-04-24 15:21:39.128286
Average
No
Monthly
House
514
35,873
56
Female
57,501
Single
null
PhD
Unemployed
16.486814
Urban
Premium
2
2
570
8
2023-08-03 15:21:39.226954
Good
No
Monthly
House
2,940
35,874
57
Male
14,750
Divorced
3
High School
Employed
38.649431
Rural
Premium
null
3
398
2
2019-10-07 15:21:39.226954
Good
Yes
Monthly
House
873
35,875
40
Female
27,210
Single
0
Bachelor's
null
11.750046
Rural
Comprehensive
0
17
764
9
2023-10-30 15:21:39.085129
Poor
No
Rarely
House
1,670
35,876
61
Male
38,538
Married
4
High School
Unemployed
11.416721
Rural
Basic
null
9
null
4
2024-05-07 15:21:39.191219
Good
No
Weekly
Condo
3,254
35,877
57
Male
51,187
Single
3
Bachelor's
Unemployed
null
Rural
Premium
1
3
576
1
2023-07-26 15:21:39.236064
Good
No
Weekly
House
2,144
35,878
54
Male
27,961
Married
3
Bachelor's
Unemployed
3.260123
Urban
Premium
null
13
753
9
2023-11-23 15:21:39.155231
Poor
Yes
Weekly
Condo
1,377
35,879
29
Male
13,892
Single
2
Bachelor's
Employed
49.010429
Suburban
Comprehensive
1
11
622
5
2020-11-08 15:21:39.134960
Average
No
Weekly
Apartment
197
35,880
24
Female
137,149
null
4
Master's
Self-Employed
29.781046
Suburban
Premium
null
4
711
2
2024-04-03 15:21:39.173834
Good
Yes
Monthly
Condo
151
35,881
47
Female
596
Divorced
1
Bachelor's
Employed
4.049686
Urban
Premium
2
17
496
5
2020-08-20 15:21:39.155231
Average
No
Monthly
Condo
903
35,882
64
Female
20,750
Divorced
0
Master's
Unemployed
30.622132
Suburban
Comprehensive
null
4
489
1
2023-12-28 15:21:39.207847
Good
Yes
Weekly
House
1,240
35,883
57
Female
24,065
Divorced
0
Bachelor's
null
30.935585
Suburban
Comprehensive
0
9
594
5
2022-12-02 15:21:39.079128
Average
No
Weekly
House
1,485
35,884
26
Female
18,063
Married
1
Bachelor's
Self-Employed
17.854132
Rural
Premium
null
4
711
3
2021-05-17 15:21:39.181605
Poor
Yes
Rarely
Condo
2,321
35,885
41
Female
8,966
Divorced
0
Master's
Unemployed
30.829362
Rural
Basic
0
5
391
3
2023-08-19 15:21:39.092127
Poor
No
Rarely
Condo
35
35,886
26
Female
12,071
Married
2
High School
null
49.13991
Suburban
Premium
1
19
584
4
2022-09-20 15:21:39.208842
Good
No
Weekly
House
1,221
35,887
42
Male
null
Divorced
4
High School
null
12.988978
Rural
Basic
null
7
566
2
2021-01-10 15:21:39.191219
Average
No
Rarely
Condo
98
35,888
33
Male
18,082
Married
1
Bachelor's
null
26.051584
Suburban
Basic
3
2
null
6
2022-06-17 15:21:39.223901
Average
No
Monthly
Apartment
395
35,889
60
Female
76,568
Divorced
3
High School
null
31.939009
Urban
Comprehensive
null
14
null
1
2022-05-18 15:21:39.231531
Good
Yes
Weekly
House
112
35,890
51
Male
24,249
Divorced
0
High School
Unemployed
37.09548
Suburban
Comprehensive
1
10
831
8
2019-09-22 15:21:39.130190
Good
Yes
Daily
Apartment
46
35,891
42
Female
6,902
Married
4
Bachelor's
Self-Employed
55.589212
Urban
Basic
1
14
569
8
2023-11-02 15:21:39.212862
Good
No
Monthly
House
495
35,892
43
Female
34,240
Single
4
High School
Unemployed
9.639404
Urban
Comprehensive
null
1
582
5
2024-04-08 15:21:39.134960
Good
No
Monthly
Apartment
2,389
35,893
19
Female
35,223
Married
3
High School
Employed
22.698951
Urban
Basic
1
4
702
5
2020-06-12 15:21:39.230483
null
No
Rarely
House
495
35,894
22
Female
17,886
Married
2
PhD
Employed
26.682473
Urban
Basic
null
10
641
7
2023-05-28 15:21:39.155231
Average
No
Monthly
Apartment
1,640
35,895
50
Male
75,899
Single
4
Bachelor's
Employed
41.71554
Urban
Comprehensive
1
15
338
9
2021-03-25 15:21:39.283783
Poor
Yes
Weekly
House
3,027
35,896
59
Female
20,243
Single
null
Bachelor's
Unemployed
23.828193
Rural
Premium
1
1
null
3
2024-07-09 15:21:39.185215
Poor
Yes
Weekly
House
1,109
35,897
53
Female
105,512
Divorced
2
High School
null
51.646399
Urban
Comprehensive
null
16
779
8
2021-10-06 15:21:39.167099
Poor
No
Daily
House
518
35,898
41
Female
25,943
Married
1
High School
Unemployed
9.508045
Rural
Premium
0
6
828
7
2022-12-06 15:21:39.175719
Good
Yes
Daily
Apartment
152
35,899
51
Female
998
Single
0
PhD
null
14.566366
Rural
Comprehensive
1
15
null
2
2022-02-28 15:21:39.146733
Average
Yes
Weekly
House
3,453