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
47,800
61
Female
54,401
Married
3
Bachelor's
Unemployed
24.153537
Rural
Comprehensive
null
2
537
8
2020-02-01 15:21:39.187211
Poor
No
Weekly
House
3,866
47,801
53
Female
39,054
Divorced
0
PhD
Unemployed
5.83469
Rural
Comprehensive
3
16
811
6
2022-01-01 15:21:39.081504
Poor
No
Weekly
House
776
47,802
60
Male
80,112
Divorced
2
High School
Unemployed
15.634364
Rural
Premium
0
10
558
9
2020-02-25 15:21:39.173834
Good
No
Weekly
Apartment
381
47,803
58
Male
2,576
Single
1
PhD
Employed
29.69129
Urban
Basic
2
13
572
3
2020-02-14 15:21:39.094752
Poor
Yes
Daily
House
692
47,804
42
Female
100,135
Divorced
2
Master's
Employed
null
Urban
Comprehensive
null
10
765
6
2021-12-16 15:21:39.131192
Good
Yes
Weekly
House
1,855
47,805
31
Male
91,786
Married
null
PhD
Employed
27.279416
Suburban
Premium
1
7
416
1
2022-11-30 15:21:39.200452
Poor
No
Weekly
Apartment
798
47,806
28
Female
1,597
Divorced
4
PhD
Employed
13.581476
Rural
Basic
3
2
724
6
2021-12-25 15:21:39.125660
Good
No
Daily
Condo
1,631
47,807
46
Male
null
Single
1
Bachelor's
null
33.441409
Suburban
Basic
1
0
765
7
2019-11-20 15:21:39.247098
Poor
Yes
Weekly
Apartment
169
47,808
53
Female
54,710
Married
1
PhD
Employed
8.845694
Rural
Comprehensive
0
12
449
1
2022-03-09 15:21:39.152732
Good
Yes
Weekly
House
1,575
47,809
23
Male
4,565
Married
4
High School
Employed
10.755057
Urban
Comprehensive
0
10
558
6
2022-05-08 15:21:39.129190
Good
Yes
Monthly
Condo
3,983
47,810
64
Male
3,769
Single
4
Bachelor's
Unemployed
21.624789
Urban
Premium
null
14
672
3
2024-01-01 15:21:39.190215
Average
No
Weekly
House
27
47,811
52
Female
82,916
Divorced
4
Master's
Unemployed
32.122951
Urban
Premium
1
15
819
8
2023-10-29 15:21:39.235012
Good
No
Weekly
Apartment
101
47,812
24
Male
137
Divorced
0
Bachelor's
Self-Employed
6.398632
Rural
Basic
null
1
512
7
2021-04-28 15:21:39.155231
Good
No
Monthly
Apartment
32
47,813
35
Female
51,277
Married
1
Bachelor's
Self-Employed
34.49004
Rural
Premium
2
4
744
9
2023-10-21 15:21:39.192212
Average
Yes
Rarely
Condo
147
47,814
29
Male
92,455
Divorced
null
Master's
null
13.59019
Urban
Comprehensive
1
9
446
2
2024-01-25 15:21:39.250151
Good
Yes
Daily
House
3,765
47,815
45
Male
20,245
Single
3
PhD
Employed
null
Suburban
Premium
3
7
null
2
2020-07-19 15:21:39.145732
Average
Yes
Rarely
Condo
1,420
47,816
43
Female
27,892
Single
0
PhD
Self-Employed
28.72656
Urban
Premium
null
18
791
3
2019-10-16 15:21:39.177724
Poor
No
Weekly
Condo
518
47,817
62
Male
27,190
Single
3
Master's
Employed
30.266433
Suburban
Comprehensive
0
2
513
5
2024-04-28 15:21:39.088124
Poor
No
Daily
Apartment
857
47,818
57
Female
1,148
Married
2
Master's
Self-Employed
14.092801
Suburban
Premium
2
13
null
8
2020-02-19 15:21:39.249100
Average
No
Daily
Condo
1,543
47,819
41
Female
11,510
Single
3
Master's
Unemployed
36.642023
Urban
Premium
0
18
486
6
2022-08-24 15:21:39.155231
Poor
No
Rarely
Apartment
882
47,820
46
Female
6,547
Divorced
4
Bachelor's
Employed
21.691983
Suburban
Comprehensive
1
1
590
8
2021-11-28 15:21:39.134960
null
No
Rarely
House
607
47,821
49
Male
3,277
Married
4
Bachelor's
Employed
29.342246
Rural
Comprehensive
2
0
815
3
2021-10-16 15:21:39.222387
Average
Yes
Rarely
Apartment
1,177
47,822
63
Female
null
Single
4
High School
null
8.273618
Suburban
Basic
1
3
434
4
2023-08-31 15:21:39.155231
Good
Yes
Rarely
Apartment
1,217
47,823
48
Female
26,351
Divorced
2
Bachelor's
Employed
28.262571
Rural
Comprehensive
1
15
null
8
2019-09-15 15:21:39.097737
Average
Yes
Weekly
House
1,410
47,824
22
Male
52,623
Single
3
PhD
null
50.523637
Urban
Premium
null
12
496
1
2022-09-02 15:21:39.134960
Average
Yes
Rarely
Condo
36
47,825
59
Female
6,965
Married
1
PhD
null
18.69399
Suburban
Comprehensive
null
2
454
9
2020-02-10 15:21:39.134960
Poor
Yes
Weekly
Condo
1,755
47,826
24
Female
235
Divorced
2
Master's
Employed
4.14852
Urban
Comprehensive
1
15
759
9
2021-09-08 15:21:39.213373
Poor
Yes
Monthly
Apartment
181
47,827
29
Female
62,695
Divorced
0
Bachelor's
Unemployed
43.854306
Rural
Premium
null
13
833
3
2022-07-03 15:21:39.250151
Good
No
Weekly
Apartment
4,513
47,828
55
Male
15,556
Single
4
PhD
null
39.773271
Suburban
Comprehensive
null
18
786
5
2019-10-13 15:21:39.278402
Poor
No
Weekly
House
1,730
47,829
39
Female
67,433
Divorced
4
PhD
Employed
45.62425
Rural
Premium
null
0
481
2
2021-10-18 15:21:39.201446
Good
No
Rarely
House
131
47,830
37
Male
7,879
Married
4
Bachelor's
Self-Employed
15.838696
Suburban
Premium
null
4
815
3
2024-02-05 15:21:39.134960
Good
No
Rarely
House
1,722
47,831
29
Female
7,087
Divorced
1
Master's
Self-Employed
22.816005
Urban
Comprehensive
1
13
652
2
2020-06-30 15:21:39.092127
Average
Yes
Rarely
Apartment
940
47,832
36
Female
798
Divorced
1
Bachelor's
Unemployed
25.865731
Rural
Basic
2
6
581
8
2021-01-13 15:21:39.105504
Average
No
Rarely
Apartment
722
47,833
34
Male
122,525
Single
0
High School
Self-Employed
27.824228
Rural
Premium
null
8
505
5
2023-10-20 15:21:39.152732
Average
Yes
Monthly
Condo
362
47,834
58
Male
17,774
Married
4
High School
Unemployed
47.883337
Rural
Comprehensive
2
4
408
1
2022-08-01 15:21:39.134960
Good
No
Daily
Condo
2,811
47,835
22
Male
3,570
Single
3
High School
Employed
8.633988
Urban
Premium
0
11
494
9
2023-01-04 15:21:39.134960
Poor
No
Weekly
House
1,283
47,836
42
Female
26,894
Divorced
3
Bachelor's
Self-Employed
36.675738
Urban
Comprehensive
1
11
784
3
2020-06-16 15:21:39.237118
Poor
Yes
Monthly
House
1,341
47,837
51
Female
27,983
Single
2
Master's
Unemployed
19.935361
Suburban
Basic
null
5
572
7
2022-05-03 15:21:39.176717
Poor
Yes
Daily
Apartment
830
47,838
39
Female
17,092
Divorced
3
High School
Self-Employed
27.991663
Suburban
Premium
1
18
null
3
2022-08-15 15:21:39.134960
Poor
Yes
Weekly
Condo
434
47,839
54
Male
33,691
Married
0
PhD
Employed
20.098587
Rural
Comprehensive
null
7
694
8
2024-07-20 15:21:39.155231
Poor
No
Daily
Condo
471
47,840
48
Female
1,709
Married
0
Master's
Unemployed
28.824409
Suburban
Premium
0
6
null
9
2024-05-16 15:21:39.125660
Good
Yes
Weekly
House
23
47,841
30
Female
122,571
Married
2
PhD
Employed
null
Urban
Comprehensive
null
18
null
5
2020-08-07 15:21:39.170099
Average
No
Weekly
House
2,522
47,842
28
Male
2,818
Single
null
High School
Unemployed
null
Suburban
Comprehensive
1
0
822
2
2024-06-23 15:21:39.279729
Good
Yes
Rarely
Condo
815
47,843
27
Male
65,527
Divorced
0
Bachelor's
null
14.633139
Urban
Comprehensive
0
6
487
9
2024-05-19 15:21:39.268507
Average
Yes
Daily
Condo
2,370
47,844
21
Female
91,741
Divorced
2
High School
null
17.92429
Suburban
Premium
0
12
746
7
2022-04-01 15:21:39.134960
Average
Yes
Daily
Apartment
242
47,845
27
Female
19,623
Single
3
Master's
null
17.981666
Urban
Premium
2
9
535
5
2020-11-21 15:21:39.126661
Average
Yes
Monthly
Condo
940
47,846
29
Male
2,833
Single
3
High School
Unemployed
38.845134
Rural
Premium
0
8
436
6
2021-09-23 15:21:39.155231
Average
Yes
Weekly
House
3,577
47,847
null
Female
17
Single
1
PhD
null
11.926311
Urban
Comprehensive
2
3
352
3
2021-09-09 15:21:39.224915
Good
No
Monthly
House
934
47,848
39
Male
44,091
Single
4
PhD
Unemployed
30.904212
Rural
Premium
0
0
588
8
2020-03-26 15:21:39.210805
Poor
No
Weekly
Apartment
1,109
47,849
37
Male
29,585
Married
1
Bachelor's
Unemployed
37.076064
Urban
Basic
null
7
null
4
2020-11-03 15:21:39.126661
Poor
Yes
Daily
Condo
939
47,850
50
Male
10,106
Divorced
4
Bachelor's
Self-Employed
36.675764
Rural
Premium
1
2
437
9
2021-03-12 15:21:39.132191
Poor
Yes
Rarely
Apartment
1,371
47,851
45
Male
20,863
Single
3
Master's
Employed
null
Suburban
Comprehensive
1
5
598
5
2021-07-12 15:21:39.237118
Average
No
Weekly
Apartment
549
47,852
51
Female
30,895
Divorced
1
PhD
Self-Employed
29.17108
Suburban
Premium
null
11
597
3
2022-06-30 15:21:39.237118
Good
Yes
Daily
Apartment
1,391
47,853
32
Female
10,189
Single
3
High School
Self-Employed
10.00944
Urban
Premium
null
12
613
4
2020-02-12 15:21:39.231531
Average
Yes
Rarely
House
709
47,854
25
Male
96,726
Single
4
PhD
Employed
34.878283
Urban
Premium
3
6
442
3
2021-11-26 15:21:39.095696
Average
Yes
Weekly
House
1,007
47,855
57
Female
7,856
Divorced
0
Master's
null
16.493547
Rural
Comprehensive
2
12
531
8
2022-01-24 15:21:39.273973
Poor
Yes
Rarely
Condo
512
47,856
22
Female
142,239
Divorced
0
High School
Unemployed
17.05587
Urban
Basic
1
16
449
3
2023-03-30 15:21:39.211806
Good
No
Daily
House
776
47,857
52
Male
17,072
Divorced
4
PhD
Self-Employed
26.539804
Suburban
Premium
2
7
null
9
2022-11-17 15:21:39.204790
Poor
Yes
Rarely
Apartment
994
47,858
42
Male
42,764
Divorced
1
Bachelor's
null
28.937983
Suburban
Basic
null
4
null
5
2023-08-19 15:21:39.155231
Poor
Yes
Daily
Condo
1,193
47,859
52
Female
15,188
Divorced
4
Master's
Employed
15.644728
Urban
Comprehensive
0
9
727
8
2021-07-08 15:21:39.282785
Average
No
Rarely
Condo
619
47,860
60
Female
6,924
Married
2
High School
Self-Employed
20.067252
Rural
Basic
0
2
755
5
2022-01-05 15:21:39.288099
Average
No
Daily
Apartment
725
47,861
34
Female
17,056
Married
null
PhD
Unemployed
19.793967
Urban
Comprehensive
1
17
508
2
2022-09-23 15:21:39.181605
Poor
Yes
Weekly
Condo
3,091
47,862
24
Male
1,057
Married
3
High School
Employed
null
Urban
Premium
null
9
766
4
2020-09-10 15:21:39.192212
Average
No
Monthly
House
835
47,863
42
Female
12,058
Single
2
PhD
null
25.794017
Suburban
Premium
0
0
744
4
2022-06-05 15:21:39.151732
Good
No
Rarely
Condo
717
47,864
21
Female
24,603
Married
1
Master's
Unemployed
37.715764
Urban
Premium
0
16
647
5
2021-11-01 15:21:39.121169
Poor
Yes
Monthly
House
2,894
47,865
25
Male
29,073
Single
4
PhD
Employed
37.0372
Suburban
Comprehensive
null
2
511
2
2023-04-13 15:21:39.155231
Average
No
Monthly
House
981
47,866
19
Male
46,926
Divorced
2
High School
Employed
40.494861
Urban
Basic
0
12
474
1
2022-02-19 15:21:39.151732
Good
Yes
Monthly
Apartment
3,243
47,867
41
Female
2,814
Single
4
PhD
null
23.772709
Suburban
Comprehensive
0
11
647
5
2020-11-30 15:21:39.086123
Poor
No
Daily
Apartment
20
47,868
53
Female
17,607
Divorced
3
Master's
null
17.577816
Rural
Comprehensive
null
15
377
7
2023-08-03 15:21:39.134960
Good
Yes
Weekly
House
2,517
47,869
25
Male
46,320
Married
2
Master's
Self-Employed
41.346151
Urban
Comprehensive
0
1
463
9
2021-10-18 15:21:39.155231
Poor
Yes
Monthly
Apartment
823
47,870
46
Male
39,997
Single
null
High School
null
23.205723
Suburban
Basic
null
9
816
7
2019-09-03 15:21:39.192212
Poor
No
Monthly
House
1,861
47,871
64
Female
79,755
Single
1
High School
null
24.571196
Urban
Comprehensive
0
5
442
8
2024-03-07 15:21:39.226954
Poor
No
Weekly
Apartment
2,314
47,872
36
Male
59,418
Married
0
Bachelor's
null
20.824625
Rural
Premium
null
17
736
6
2023-11-21 15:21:39.188220
Average
Yes
Rarely
Apartment
164
47,873
64
Female
45,831
Married
4
Master's
null
17.879318
Rural
Comprehensive
null
10
769
9
2024-06-17 15:21:39.097737
Good
Yes
Weekly
House
889
47,874
59
Male
3,163
Divorced
2
Bachelor's
null
21.574303
Rural
Premium
null
0
477
3
2020-09-23 15:21:39.237118
Average
Yes
Rarely
House
3,526
47,875
60
Female
18,681
Single
null
Master's
null
15.025815
Rural
Premium
null
9
786
1
2020-12-18 15:21:39.283783
Average
No
Monthly
House
1,401
47,876
54
Female
133,346
Married
2
Bachelor's
null
8.455737
Suburban
Basic
1
17
498
8
2023-11-14 15:21:39.134960
Poor
No
Rarely
House
38
47,877
54
Female
24,881
Divorced
3
Master's
null
16.434824
Urban
Comprehensive
0
16
645
6
2022-09-06 15:21:39.132191
Average
No
Rarely
Condo
618
47,878
29
Male
5,881
Single
3
Bachelor's
null
32.2896
Urban
Basic
0
8
561
8
2020-02-16 15:21:39.155231
Good
Yes
Monthly
Apartment
1,403
47,879
30
Female
35,681
Single
4
PhD
null
6.098742
Rural
Premium
3
0
727
8
2023-12-03 15:21:39.115178
Poor
Yes
Monthly
House
538
47,880
48
Female
16,696
Married
0
Bachelor's
null
29.823233
Suburban
Basic
0
7
669
5
2023-01-19 15:21:39.244069
Poor
Yes
Weekly
Condo
720
47,881
18
Male
126,581
Divorced
3
PhD
Self-Employed
8.823198
Rural
Basic
0
16
null
7
2020-05-14 15:21:39.155231
Poor
Yes
Monthly
Condo
286
47,882
27
Female
29,227
Married
0
High School
null
27.933675
Rural
Basic
null
4
null
8
2023-04-07 15:21:39.144722
Good
Yes
Monthly
Condo
652
47,883
55
Female
823
Married
0
Master's
Self-Employed
null
Urban
Basic
null
18
838
1
2023-08-21 15:21:39.134960
Poor
No
Daily
Apartment
809
47,884
23
Female
39,738
Divorced
2
High School
Self-Employed
null
Suburban
Premium
null
4
null
8
2024-01-03 15:21:39.214388
Average
Yes
Monthly
Condo
1,035
47,885
60
Male
10,072
Divorced
2
Bachelor's
null
8.161133
Urban
Basic
null
3
723
4
2022-06-25 15:21:39.155231
Poor
No
Monthly
Apartment
1,285
47,886
39
Female
52,710
Divorced
1
High School
Self-Employed
18.766994
Urban
Premium
null
2
320
1
2020-04-09 15:21:39.211806
Good
No
Daily
Apartment
917
47,887
61
Male
10,156
Divorced
3
Master's
Unemployed
17.318616
Rural
Comprehensive
2
0
696
4
2021-07-04 15:21:39.144722
Good
Yes
Weekly
Condo
27
47,888
57
Female
59,964
Married
0
PhD
null
7.103668
Urban
Comprehensive
0
7
323
7
2021-11-02 15:21:39.092127
Poor
No
Monthly
Condo
1,641
47,889
21
Male
1,499
Single
1
Master's
Unemployed
28.169927
Urban
Basic
2
13
607
2
2024-05-17 15:21:39.231531
Average
Yes
Daily
House
1,081
47,890
24
Male
2,780
Single
null
Bachelor's
null
27.811153
Rural
Comprehensive
null
19
844
5
2023-03-05 15:21:39.272456
null
No
Daily
House
1,447
47,891
44
Male
15,254
Married
3
Bachelor's
Unemployed
34.938306
Suburban
Basic
null
18
718
8
2022-11-05 15:21:39.190215
Good
No
Rarely
Condo
1,866
47,892
44
Female
68,983
Divorced
3
Master's
Self-Employed
43.655095
Rural
Comprehensive
null
11
567
8
2024-02-25 15:21:39.087123
Average
No
Daily
Condo
77
47,893
52
Male
5,720
Single
0
PhD
Self-Employed
30.904011
Suburban
Premium
0
8
386
2
2019-12-17 15:21:39.290098
Poor
No
Rarely
Condo
882
47,894
21
Male
31,652
Divorced
2
Master's
Unemployed
18.814081
Rural
Basic
1
18
300
9
2022-01-22 15:21:39.144722
Average
Yes
Rarely
House
1,649
47,895
61
Female
1,415
Married
4
High School
null
null
Rural
Comprehensive
null
7
462
8
2023-12-26 15:21:39.223901
null
No
Daily
House
1,601
47,896
22
Female
29,215
Divorced
3
Master's
Unemployed
17.002344
Suburban
Basic
2
16
778
3
2024-06-15 15:21:39.205850
Poor
Yes
Monthly
Condo
862
47,897
18
Female
82,404
Divorced
0
Master's
Employed
52.907996
Rural
Basic
0
3
555
3
2022-02-07 15:21:39.092127
Poor
Yes
Monthly
Condo
719
47,898
33
Female
1,301
Single
null
Master's
Employed
null
Rural
Basic
3
5
749
7
2024-01-23 15:21:39.149731
Average
No
Monthly
Apartment
40
47,899
57
Male
17,963
Married
3
High School
Employed
13.730865
Rural
Premium
null
13
602
5
2021-07-29 15:21:39.218388
Average
No
Monthly
Apartment
553