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
13,800
39
Male
39,886
Married
2
Master's
Self-Employed
39.632112
Rural
Premium
2
19
483
5
2024-02-22 15:21:39.236064
Poor
Yes
Daily
House
1,613
13,801
30
Female
15,663
Divorced
4
Bachelor's
null
null
Urban
Comprehensive
1
18
null
5
2024-01-02 15:21:39.106582
Average
No
Monthly
Condo
1,315
13,802
21
Male
23,755
Married
3
Bachelor's
Self-Employed
12.636534
Suburban
Comprehensive
null
9
589
7
2020-07-16 15:21:39.145732
Good
Yes
Rarely
House
2,214
13,803
58
Male
2,384
Divorced
2
High School
Employed
3.715602
Rural
Basic
1
15
485
5
2020-10-31 15:21:39.201446
Good
Yes
Weekly
Apartment
985
13,804
18
Male
5,098
Single
1
PhD
Employed
25.377557
Suburban
Comprehensive
null
15
397
6
2021-12-08 15:21:39.155231
Good
No
Weekly
Condo
20
13,805
26
Male
9,519
Single
3
Master's
Employed
17.241852
Suburban
Premium
null
10
765
4
2024-07-16 15:21:39.267454
Average
No
Daily
House
491
13,806
60
Female
1,798
Divorced
4
PhD
Self-Employed
8.615965
Urban
Premium
2
4
561
3
2023-06-17 15:21:39.092127
Poor
No
Rarely
House
559
13,807
57
Male
18,500
Divorced
4
Master's
null
45.393333
Urban
Basic
null
3
682
2
2022-09-22 15:21:39.123711
Poor
Yes
Monthly
Apartment
729
13,808
47
Male
44,826
Divorced
3
Bachelor's
null
22.908324
Urban
Comprehensive
0
15
739
9
2022-07-24 15:21:39.092127
Poor
No
Daily
House
751
13,809
41
Female
29,038
Married
0
Master's
Unemployed
43.985564
Suburban
Comprehensive
null
4
763
2
2024-05-29 15:21:39.265513
Good
No
Weekly
House
3,910
13,810
23
Female
22,452
Single
1
Bachelor's
Self-Employed
50.792977
Rural
Basic
2
9
336
1
2023-02-27 15:21:39.237118
Poor
No
Daily
House
2,044
13,811
20
Female
4,901
Divorced
1
High School
Unemployed
19.678034
Rural
Comprehensive
2
6
844
2
2021-02-01 15:21:39.237118
Average
No
Rarely
House
1,809
13,812
50
Male
108,537
Single
3
Bachelor's
Unemployed
50.641017
Urban
Basic
null
16
null
1
2023-05-24 15:21:39.282785
Average
No
Rarely
Apartment
2,219
13,813
22
Male
2,589
Single
0
PhD
null
null
Rural
Basic
null
10
651
7
2020-10-11 15:21:39.231531
Good
No
Monthly
Apartment
589
13,814
43
Female
54,898
Single
3
PhD
Unemployed
28.56412
Rural
Basic
2
2
334
6
2019-12-13 15:21:39.134960
Average
No
Daily
House
1,082
13,815
23
Male
35,781
Single
4
Master's
Self-Employed
47.502048
Rural
Comprehensive
0
15
775
4
2021-06-24 15:21:39.080440
Good
Yes
Monthly
Condo
1,019
13,816
64
Female
4,932
Single
2
High School
Self-Employed
33.297954
Urban
Basic
null
17
null
4
2020-01-28 15:21:39.174719
Poor
No
Monthly
Condo
258
13,817
32
Male
5,801
Divorced
2
Master's
null
25.990013
Urban
Basic
1
17
509
6
2020-06-06 15:21:39.278402
Poor
Yes
Monthly
Condo
783
13,818
38
Female
30,646
Divorced
2
Bachelor's
Employed
48.829803
Urban
Basic
null
7
621
6
2020-01-21 15:21:39.167099
Poor
Yes
Daily
House
200
13,819
34
Female
20,797
Married
0
Bachelor's
Self-Employed
29.965693
Rural
Comprehensive
null
5
796
4
2020-02-09 15:21:39.273973
Good
No
Daily
Condo
881
13,820
33
Female
37,486
Married
4
High School
null
5.556774
Rural
Comprehensive
null
15
445
2
2022-02-16 15:21:39.223901
Average
Yes
Daily
House
3,722
13,821
55
Female
1,831
Divorced
4
Bachelor's
Unemployed
25.716018
Urban
Comprehensive
2
7
571
3
2023-02-20 15:21:39.134960
Poor
Yes
Weekly
Condo
100
13,822
41
Female
95,267
Divorced
2
PhD
Self-Employed
11.203698
Urban
Basic
1
10
379
2
2022-12-08 15:21:39.209847
Good
No
Daily
Apartment
761
13,823
55
Male
16,999
Married
0
Master's
null
20.692575
Urban
Comprehensive
1
17
744
3
2022-02-24 15:21:39.092127
Poor
No
Monthly
Condo
1,568
13,824
30
Female
16,071
Divorced
3
Bachelor's
null
29.958017
Urban
Premium
null
11
468
2
2022-08-03 15:21:39.111551
Poor
Yes
Monthly
House
549
13,825
46
Male
54,598
Married
3
Master's
Self-Employed
24.744773
Suburban
Premium
null
10
477
3
2023-08-31 15:21:39.134960
Good
No
Weekly
Condo
3,128
13,826
42
Female
60,555
Married
4
Bachelor's
Self-Employed
39.038477
Suburban
Basic
0
18
756
8
2020-12-22 15:21:39.148733
null
Yes
Daily
Apartment
302
13,827
57
Male
9,434
Single
0
Master's
null
14.170862
Suburban
Premium
0
9
486
4
2021-10-22 15:21:39.192212
Good
No
Weekly
Condo
126
13,828
56
Male
112,388
Divorced
1
High School
null
25.583769
Suburban
Comprehensive
2
5
657
9
2019-10-16 15:21:39.149731
Good
No
Rarely
House
116
13,829
44
Female
25,963
Divorced
3
PhD
Employed
23.935696
Suburban
Premium
null
0
797
7
2020-06-16 15:21:39.194829
Good
No
Rarely
Condo
909
13,830
32
Female
30,466
Married
2
High School
Employed
30.248439
Suburban
Comprehensive
1
19
552
2
2023-06-01 15:21:39.251142
Average
No
Weekly
House
2,104
13,831
51
Male
3,859
Divorced
0
Bachelor's
null
28.989729
Rural
Comprehensive
2
4
506
1
2021-12-28 15:21:39.184157
Good
Yes
Daily
Condo
478
13,832
31
Female
61,723
Divorced
0
Bachelor's
Unemployed
18.936518
Urban
Basic
null
0
574
8
2021-10-20 15:21:39.226954
Good
Yes
Weekly
Apartment
306
13,833
29
Male
22,101
Married
2
PhD
null
32.64998
Urban
Premium
null
7
779
2
2022-11-01 15:21:39.134960
Good
No
Rarely
Condo
1,006
13,834
20
Female
119,332
Divorced
3
PhD
Employed
44.485833
Urban
Comprehensive
0
13
431
3
2021-08-11 15:21:39.251142
Average
Yes
Rarely
Condo
1,189
13,835
null
Female
46,255
Divorced
0
High School
Self-Employed
27.973753
Rural
Premium
1
7
431
8
2020-03-05 15:21:39.181605
Good
No
Rarely
House
647
13,836
64
Male
28,582
Married
null
PhD
null
35.897449
Rural
Comprehensive
1
14
744
3
2020-08-13 15:21:39.087123
Average
Yes
Weekly
House
457
13,837
53
Male
23,755
Divorced
4
High School
null
20.845271
Rural
Premium
null
11
656
2
2024-03-10 15:21:39.086123
Good
No
Daily
Condo
1,421
13,838
32
Male
5,197
Single
3
PhD
null
5.93669
Urban
Premium
null
15
694
6
2023-08-25 15:21:39.155231
Poor
No
Monthly
Condo
1,564
13,839
34
Male
2,589
Married
4
PhD
Self-Employed
22.688513
Urban
Comprehensive
0
6
573
9
2021-05-03 15:21:39.084065
Good
No
Monthly
House
268
13,840
59
Male
3,915
Divorced
2
Bachelor's
Self-Employed
5.848134
Urban
Premium
0
9
492
7
2021-10-10 15:21:39.190215
Poor
Yes
Rarely
House
846
13,841
33
Male
30,382
Divorced
0
Master's
Unemployed
43.326469
Rural
Basic
null
16
null
8
2023-06-30 15:21:39.115178
Good
No
Monthly
Condo
2,150
13,842
20
Male
28,982
Single
0
Bachelor's
Employed
50.694628
Rural
Premium
null
6
609
3
2021-04-10 15:21:39.282785
Average
Yes
Monthly
Apartment
1,140
13,843
23
Female
14,096
Divorced
0
Bachelor's
null
26.836793
Suburban
Premium
null
11
null
4
2022-01-23 15:21:39.261856
Poor
No
Weekly
House
646
13,844
59
Female
55,650
Married
1
Master's
Self-Employed
10.869659
Suburban
Basic
0
17
506
5
2021-09-22 15:21:39.094752
null
Yes
Rarely
House
514
13,845
22
Male
22,847
Single
2
Master's
Employed
7.926464
Suburban
Basic
0
0
587
2
2021-03-18 15:21:39.170099
Good
No
Daily
House
829
13,846
64
Male
112,087
Single
2
Bachelor's
null
32.466821
Rural
Comprehensive
2
1
386
6
2020-11-01 15:21:39.201446
Average
Yes
Weekly
Condo
3,976
13,847
28
Female
30,709
Married
2
PhD
Employed
31.649315
Rural
Basic
0
9
552
4
2020-06-11 15:21:39.261856
Average
Yes
Weekly
Apartment
679
13,848
51
Female
23,105
Divorced
0
Bachelor's
Unemployed
17.958298
Urban
Premium
1
18
449
4
2019-12-28 15:21:39.278402
Poor
No
Rarely
Condo
22
13,849
36
Female
28,215
Married
2
Master's
Self-Employed
21.856137
Rural
Basic
null
0
null
2
2021-02-02 15:21:39.256696
Average
No
Monthly
House
904
13,850
33
Female
8,365
Divorced
2
Master's
Employed
21.047823
Suburban
Premium
1
0
null
3
2023-04-04 15:21:39.120168
Average
Yes
Daily
Condo
836
13,851
28
Female
35,557
Divorced
null
Master's
Employed
34.816804
Suburban
Premium
null
17
801
9
2022-10-19 15:21:39.150730
Good
No
Rarely
House
2,344
13,852
42
Male
2,907
Married
3
High School
null
null
Urban
Comprehensive
1
6
451
4
2021-06-28 15:21:39.155231
Average
Yes
Daily
House
775
13,853
29
Female
9,183
Divorced
4
Master's
Self-Employed
36.869081
Rural
Premium
1
7
449
3
2022-03-24 15:21:39.150730
Average
Yes
Rarely
Condo
718
13,854
26
Male
45,320
Single
2
High School
Employed
31.053193
Urban
Premium
null
14
531
3
2023-08-29 15:21:39.185215
Average
No
Daily
Apartment
1,479
13,855
20
Female
16,077
Single
3
Master's
Self-Employed
null
Rural
Comprehensive
1
4
759
8
2022-05-29 15:21:39.274993
Poor
Yes
Daily
Condo
130
13,856
23
Male
106,002
Single
1
High School
null
35.977056
Suburban
Premium
3
3
null
3
2023-06-20 15:21:39.177724
Average
No
Daily
House
74
13,857
45
Female
38,690
Single
3
PhD
Unemployed
16.958704
Urban
Comprehensive
null
8
636
8
2023-11-06 15:21:39.254678
null
No
Daily
Apartment
657
13,858
21
Male
null
Single
1
Bachelor's
null
43.837345
Suburban
Premium
1
3
536
2
2021-12-15 15:21:39.134960
Good
No
Monthly
Apartment
304
13,859
61
Female
17,659
Single
4
High School
Employed
null
Suburban
Premium
1
2
327
4
2021-10-09 15:21:39.233998
Poor
Yes
Daily
Apartment
483
13,860
40
Female
18,126
Married
null
PhD
Employed
24.723648
Urban
Premium
1
11
441
5
2020-11-01 15:21:39.256696
Poor
No
Weekly
Condo
149
13,861
18
Male
104,490
Single
null
PhD
Employed
21.808097
Rural
Basic
0
4
328
7
2024-03-20 15:21:39.274993
Average
No
Rarely
Apartment
1,012
13,862
39
Female
22,782
Single
2
Master's
null
14.259827
Suburban
Basic
null
3
712
2
2022-02-16 15:21:39.122134
Poor
Yes
Daily
House
1,327
13,863
28
Female
11,347
Single
3
PhD
Self-Employed
30.596085
Rural
Premium
null
0
723
5
2023-12-31 15:21:39.155231
Average
Yes
Monthly
House
431
13,864
39
Male
43,832
Married
3
PhD
null
21.957287
Rural
Premium
null
5
347
4
2022-05-03 15:21:39.171102
Average
No
Rarely
House
498
13,865
42
Female
29,488
Single
1
PhD
Employed
35.966104
Urban
Premium
2
12
819
4
2023-09-21 15:21:39.134960
Good
Yes
Monthly
Condo
860
13,866
62
Female
26,773
Single
4
Bachelor's
Employed
49.906187
Urban
Comprehensive
0
10
null
9
2020-12-13 15:21:39.155231
Good
Yes
Daily
Condo
1,488
13,867
30
Male
73,927
Single
null
PhD
Employed
9.486927
Suburban
Premium
2
3
361
5
2021-12-03 15:21:39.197445
Good
No
Monthly
Condo
886
13,868
58
Female
103,628
Divorced
1
PhD
Self-Employed
null
Suburban
Premium
0
7
731
8
2021-05-26 15:21:39.134960
Poor
No
Weekly
Condo
2,710
13,869
33
Female
13,876
Single
4
Bachelor's
Employed
19.31882
Urban
Premium
null
5
742
1
2024-05-03 15:21:39.229482
Good
No
Daily
Apartment
313
13,870
40
Male
8,981
Divorced
2
High School
null
14.795842
Rural
Basic
null
9
641
8
2022-10-29 15:21:39.237118
Poor
Yes
Rarely
Condo
479
13,871
63
Male
64,627
Divorced
1
Bachelor's
Unemployed
12.235781
Rural
Premium
2
1
372
8
2022-08-17 15:21:39.115178
Average
No
Weekly
Apartment
910
13,872
24
Female
5,544
Married
0
Master's
Employed
40.990526
Suburban
Comprehensive
null
9
657
4
2021-02-27 15:21:39.209847
Poor
Yes
Rarely
House
1,117
13,873
42
Male
74,433
Single
1
High School
Self-Employed
26.802505
Suburban
Comprehensive
null
17
604
3
2023-06-12 15:21:39.230483
Poor
Yes
Rarely
Condo
386
13,874
58
Male
9,894
Married
null
Master's
Self-Employed
13.990671
Suburban
Premium
0
0
485
8
2023-09-10 15:21:39.155231
Average
Yes
Rarely
House
479
13,875
20
Male
844
Single
4
Bachelor's
null
11.601835
Suburban
Comprehensive
4
10
569
4
2020-12-03 15:21:39.226954
Average
Yes
Rarely
House
25
13,876
30
Female
26,681
Divorced
0
PhD
null
10.128414
Suburban
Premium
0
2
566
9
2024-03-04 15:21:39.134960
Poor
Yes
Weekly
Condo
596
13,877
58
Female
59,634
Divorced
4
Master's
Unemployed
null
Rural
Premium
0
13
793
3
2022-08-01 15:21:39.151732
Poor
No
Monthly
House
2,597
13,878
63
Female
76,167
Married
1
High School
Self-Employed
13.822887
Suburban
Basic
null
0
null
2
2023-06-13 15:21:39.176717
Good
No
Weekly
Apartment
363
13,879
50
Female
18,051
Married
2
Master's
Self-Employed
42.233608
Rural
Comprehensive
1
19
556
9
2021-04-09 15:21:39.134960
Average
No
Weekly
Condo
556
13,880
53
Female
6,071
Divorced
0
Bachelor's
Employed
12.638334
Urban
Basic
null
5
656
4
2022-02-21 15:21:39.126661
Good
No
Rarely
House
1,450
13,881
49
Male
6,462
Single
2
High School
Employed
14.137515
Rural
Premium
2
18
614
2
2020-12-07 15:21:39.276901
Good
No
Monthly
House
615
13,882
45
Male
17,091
Single
3
PhD
Employed
26.954729
Rural
Comprehensive
1
5
null
2
2022-01-18 15:21:39.155231
Average
No
Monthly
Apartment
526
13,883
42
Male
15,641
Married
2
Bachelor's
Self-Employed
27.093755
Suburban
Basic
null
19
751
2
2023-12-15 15:21:39.182597
Poor
Yes
Daily
Apartment
110
13,884
43
Male
28,550
Married
1
Bachelor's
Employed
34.418545
Suburban
Premium
null
7
391
2
2021-01-08 15:21:39.276901
Poor
No
Monthly
Apartment
777
13,885
null
Female
59,526
Divorced
2
Master's
Employed
null
Urban
Comprehensive
null
4
368
3
2022-01-02 15:21:39.216387
Average
No
Monthly
Condo
1,752
13,886
55
Male
17,862
Single
2
Master's
Employed
21.412899
Rural
Premium
0
12
569
1
2022-09-07 15:21:39.204790
Poor
Yes
Daily
Condo
687
13,887
48
Male
1,064
Married
0
Bachelor's
Unemployed
24.472082
Rural
Basic
null
15
438
2
2021-10-09 15:21:39.121169
Good
No
Weekly
House
2,688
13,888
null
Female
17,881
Married
3
PhD
null
17.26559
Urban
Basic
1
17
683
5
2021-02-05 15:21:39.223390
Good
No
Rarely
House
2,741
13,889
38
Male
30,984
Divorced
3
Bachelor's
Unemployed
41.484803
Urban
Comprehensive
null
16
639
8
2020-01-11 15:21:39.231531
Average
No
Rarely
House
1,533
13,890
55
Male
25,632
Divorced
1
Master's
null
19.934982
Suburban
Basic
0
15
797
3
2024-01-11 15:21:39.245086
Average
Yes
Daily
Condo
256
13,891
27
Female
1,756
Divorced
1
Master's
Self-Employed
18.86766
Suburban
Premium
null
2
396
4
2021-01-01 15:21:39.152732
Average
No
Weekly
House
1,762
13,892
46
Male
12,791
Married
4
PhD
Employed
20.08203
Rural
Premium
1
13
446
7
2020-02-22 15:21:39.134960
Poor
No
Daily
Apartment
874
13,893
null
Female
10,407
Single
4
High School
Self-Employed
18.405076
Rural
Basic
null
12
390
4
2021-01-20 15:21:39.152732
Poor
No
Rarely
Condo
679
13,894
52
Female
68,097
Single
3
High School
Employed
18.243938
Rural
Basic
2
9
365
5
2022-04-16 15:21:39.220389
Poor
Yes
Weekly
Condo
923
13,895
59
Male
7,981
Single
2
High School
null
32.867889
Rural
Premium
0
16
834
4
2022-10-08 15:21:39.155231
Average
No
Weekly
Condo
3,091
13,896
53
Female
16,566
Single
null
Master's
Unemployed
19.937161
Rural
Basic
null
0
null
5
2024-05-07 15:21:39.134960
Good
No
Rarely
Condo
327
13,897
37
Male
null
Single
1
High School
Unemployed
26.124417
Rural
Basic
null
9
572
9
2020-12-20 15:21:39.186212
Good
Yes
Rarely
Apartment
75
13,898
26
Female
43,463
Divorced
2
Master's
null
28.827496
Urban
Comprehensive
null
18
526
5
2021-02-14 15:21:39.225916
Average
Yes
Daily
Apartment
1,557
13,899
26
Male
16,078
Married
1
Bachelor's
Employed
12.281842
Suburban
Basic
null
15
null
3
2022-04-04 15:21:39.237118
Poor
Yes
Daily
Condo
840