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
1,189,800
59
Female
16,453
Divorced
2
Master's
null
18.407364
Urban
Premium
1
3
null
4
2023-05-14 15:21:39.276901
Average
No
Weekly
Condo
30
1,189,801
47
Female
2,853
Divorced
null
Master's
Employed
27.993563
Suburban
Premium
2
14
597
8
2022-06-16 15:21:39.096739
Good
No
Weekly
Apartment
1,005
1,189,802
60
Male
34,390
Single
4
High School
Unemployed
19.13281
Rural
Premium
2
9
484
1
2022-03-17 15:21:39.237118
Good
Yes
Weekly
House
1,657
1,189,803
60
Female
10,402
Married
1
Bachelor's
Self-Employed
20.954947
Urban
Premium
1
1
451
3
2023-05-25 15:21:39.134960
Good
Yes
Daily
House
942
1,189,804
27
Female
136,932
Divorced
0
PhD
Self-Employed
18.553115
Suburban
Basic
null
8
null
2
2022-01-11 15:21:39.226954
Average
Yes
Weekly
House
311
1,189,805
55
Male
23,235
Married
null
Bachelor's
Self-Employed
24.785402
Urban
Basic
null
6
387
3
2024-02-17 15:21:39.272456
Average
Yes
Weekly
Apartment
1,571
1,189,806
42
Male
16,652
Divorced
1
Bachelor's
Self-Employed
16.632155
Suburban
Comprehensive
2
19
null
5
2024-05-22 15:21:39.236064
Average
Yes
Monthly
House
2,443
1,189,807
24
Female
125,957
Married
0
Bachelor's
Unemployed
33.918308
Suburban
Premium
1
7
379
1
2020-06-27 15:21:39.274993
Average
Yes
Weekly
House
756
1,189,808
32
Female
8,072
Single
1
Bachelor's
Self-Employed
16.928222
Suburban
Premium
null
0
373
1
2022-11-13 15:21:39.194829
Good
No
Rarely
House
1,833
1,189,809
37
Male
72,675
Married
4
Master's
null
25.284209
Urban
Basic
3
9
616
9
2023-10-25 15:21:39.272456
Average
Yes
Daily
Apartment
2,134
1,189,810
29
Female
23,755
Divorced
1
PhD
Unemployed
17.73913
Suburban
Premium
0
14
756
6
2021-05-23 15:21:39.107553
Average
Yes
Weekly
Apartment
723
1,189,811
30
Female
10,116
Divorced
null
Master's
Unemployed
47.179861
Suburban
Comprehensive
null
19
null
7
2020-10-29 15:21:39.145732
Average
No
Weekly
Apartment
893
1,189,812
37
Male
2,592
Married
3
Bachelor's
Self-Employed
27.4936
Urban
Comprehensive
1
19
584
7
2024-01-16 15:21:39.288099
null
Yes
Rarely
House
1,670
1,189,813
57
Male
45,921
Single
4
Master's
null
14.818368
Rural
Comprehensive
0
18
572
2
2024-02-02 15:21:39.134960
Good
Yes
Weekly
Condo
2,140
1,189,814
62
Female
6,471
Married
3
High School
Unemployed
14.056806
Urban
Premium
1
11
659
5
2022-01-08 15:21:39.182597
Average
Yes
Monthly
Condo
831
1,189,815
44
Male
29,408
Divorced
3
High School
Self-Employed
13.097362
Suburban
Comprehensive
1
17
584
8
2020-04-12 15:21:39.154008
Good
No
Rarely
Apartment
3,256
1,189,816
37
Male
34,201
Divorced
3
Master's
null
29.739718
Rural
Premium
1
12
592
9
2022-07-28 15:21:39.167099
Good
No
Weekly
Apartment
574
1,189,817
41
Female
46,560
Married
2
High School
Self-Employed
47.688815
Rural
Comprehensive
0
1
null
2
2023-07-19 15:21:39.132191
Poor
Yes
Rarely
House
422
1,189,818
63
Female
128,890
Single
0
Bachelor's
Unemployed
12.454543
Rural
Comprehensive
0
1
403
9
2022-12-02 15:21:39.143708
Good
No
Rarely
Apartment
624
1,189,819
52
Male
6,051
Single
1
Master's
null
21.081689
Urban
Premium
1
17
734
2
2022-12-04 15:21:39.155231
Average
Yes
Daily
Apartment
2,956
1,189,820
53
Female
2,579
Single
4
Bachelor's
Unemployed
12.442299
Rural
Comprehensive
null
17
364
1
2024-07-28 15:21:39.209847
Average
No
Weekly
House
3,278
1,189,821
46
Female
20,429
Married
2
High School
Self-Employed
37.813542
Rural
Premium
1
1
598
4
2023-03-05 15:21:39.279729
Poor
Yes
Rarely
Apartment
1,035
1,189,822
54
Female
74,477
Divorced
1
Bachelor's
Self-Employed
21.088771
Urban
Basic
null
0
422
9
2022-04-19 15:21:39.286113
Poor
No
Rarely
House
522
1,189,823
47
Male
114,550
Divorced
1
High School
Self-Employed
31.67116
Suburban
Basic
1
17
417
9
2022-04-02 15:21:39.237118
null
No
Daily
Apartment
537
1,189,824
49
Male
5,050
Single
1
PhD
Employed
23.759465
Rural
Comprehensive
null
14
731
8
2023-09-13 15:21:39.196387
Average
Yes
Rarely
Apartment
36
1,189,825
25
Female
12,217
Single
2
Bachelor's
null
16.366914
Rural
Comprehensive
null
13
842
6
2021-12-05 15:21:39.081504
Average
No
Weekly
Apartment
2,575
1,189,826
39
Male
102,767
Married
0
PhD
null
8.634338
Urban
Comprehensive
0
11
411
3
2022-06-13 15:21:39.155231
Average
No
Rarely
Condo
113
1,189,827
31
Female
102,331
Divorced
4
High School
Self-Employed
4.637471
Suburban
Basic
1
16
453
5
2021-05-19 15:21:39.244069
Good
No
Rarely
Apartment
571
1,189,828
49
Male
30,986
Married
0
High School
Self-Employed
46.456313
Rural
Comprehensive
0
9
487
7
2022-05-26 15:21:39.286113
Poor
No
Weekly
House
1,657
1,189,829
61
Male
16,863
Divorced
null
Bachelor's
Employed
20.948338
Rural
Basic
null
14
308
8
2022-01-06 15:21:39.108562
Good
No
Rarely
House
1,136
1,189,830
43
Male
1,067
Divorced
2
PhD
Unemployed
14.160738
Rural
Comprehensive
1
0
null
8
2024-02-01 15:21:39.247098
Poor
No
Monthly
Condo
2,915
1,189,831
46
Female
12,053
Divorced
1
Master's
null
9.716673
Rural
Premium
null
13
null
5
2020-02-19 15:21:39.079128
Average
Yes
Rarely
Condo
913
1,189,832
39
Female
25,881
Single
3
High School
Employed
7.069948
Rural
Basic
0
4
null
4
2024-01-18 15:21:39.237118
Poor
Yes
Daily
House
828
1,189,833
21
Female
23,324
Married
2
PhD
Employed
16.619112
Suburban
Basic
0
8
773
4
2020-06-22 15:21:39.230483
Average
No
Rarely
Apartment
365
1,189,834
54
Male
27,382
Married
3
Master's
Unemployed
20.313966
Suburban
Comprehensive
3
0
841
8
2019-12-22 15:21:39.096739
Poor
No
Rarely
Condo
1,074
1,189,835
35
Female
6,829
Single
4
High School
Employed
7.955179
Rural
Premium
2
9
715
1
2020-12-21 15:21:39.224915
Average
No
Weekly
Apartment
1,036
1,189,836
42
Male
38,999
Single
0
High School
Self-Employed
27.084596
Suburban
Premium
null
13
null
1
2020-12-29 15:21:39.131192
Average
Yes
Daily
Apartment
3,504
1,189,837
22
Male
1,844
Single
0
Master's
Employed
17.826594
Urban
Comprehensive
0
13
671
7
2024-06-13 15:21:39.286113
Good
No
Daily
House
2,554
1,189,838
56
Female
119,622
Divorced
2
PhD
null
39.862848
Suburban
Comprehensive
null
7
424
8
2020-04-07 15:21:39.124659
Average
No
Weekly
Apartment
1,236
1,189,839
54
Male
18,857
Married
4
Master's
Employed
9.858318
Suburban
Premium
2
13
829
6
2020-06-29 15:21:39.274993
Good
Yes
Monthly
Condo
1,090
1,189,840
63
Male
62,929
Married
1
Master's
Self-Employed
51.184574
Rural
Comprehensive
0
0
699
1
2022-10-01 15:21:39.092127
Poor
Yes
Weekly
House
344
1,189,841
54
Male
18,101
Divorced
3
Master's
Unemployed
22.641911
Urban
Comprehensive
null
19
558
9
2022-03-03 15:21:39.118178
Average
No
Daily
Apartment
2,636
1,189,842
58
Female
10,014
Single
2
PhD
Self-Employed
27.734393
Suburban
Comprehensive
0
17
689
9
2023-09-04 15:21:39.172097
Average
Yes
Rarely
House
1,170
1,189,843
38
Female
97,536
Married
3
Bachelor's
Self-Employed
32.929056
Urban
Basic
1
19
531
8
2019-09-05 15:21:39.224915
null
No
Weekly
House
1,813
1,189,844
51
Female
49,061
Married
3
High School
null
22.068782
Urban
Basic
2
11
691
6
2019-09-29 15:21:39.237118
Good
No
Daily
House
2,094
1,189,845
39
Male
13,229
Married
3
PhD
Employed
5.357056
Rural
Comprehensive
0
10
585
1
2024-02-22 15:21:39.233998
Good
No
Weekly
House
1,382
1,189,846
22
Male
55,475
Single
3
Bachelor's
null
8.351055
Rural
Basic
1
14
330
4
2023-12-16 15:21:39.146733
Average
No
Rarely
Apartment
473
1,189,847
36
Male
33,247
Single
0
Bachelor's
null
8.928786
Suburban
Basic
null
19
449
2
2020-03-07 15:21:39.134960
null
Yes
Daily
Condo
814
1,189,848
35
Male
16,078
Divorced
2
Master's
Employed
17.68493
Rural
Comprehensive
0
10
null
6
2021-03-21 15:21:39.253660
Poor
No
Rarely
Apartment
442
1,189,849
35
Female
27,113
Single
null
Master's
Self-Employed
9.175536
Urban
Basic
1
1
807
5
2023-07-15 15:21:39.177724
Average
No
Monthly
Apartment
532
1,189,850
23
Male
11,086
Divorced
1
Bachelor's
Employed
30.898211
Rural
Premium
2
13
783
3
2020-09-30 15:21:39.155231
Poor
Yes
Rarely
Apartment
557
1,189,851
46
Female
29,785
Divorced
0
Master's
Self-Employed
11.656499
Urban
Basic
0
5
781
9
2021-12-21 15:21:39.263607
Average
No
Rarely
Apartment
2,210
1,189,852
31
Female
6,951
Married
0
High School
null
26.162218
Suburban
Comprehensive
null
6
455
6
2024-05-22 15:21:39.274993
Poor
No
Monthly
House
598
1,189,853
20
Male
13,565
Divorced
2
PhD
Unemployed
12.527717
Rural
Basic
1
6
342
4
2020-08-06 15:21:39.164044
Poor
Yes
Daily
Condo
3,943
1,189,854
31
Male
65,853
Divorced
2
Bachelor's
Employed
19.591323
Suburban
Comprehensive
null
9
705
9
2019-11-08 15:21:39.274993
Average
No
Weekly
House
2,146
1,189,855
19
Female
null
Single
0
High School
null
21.564124
Suburban
Comprehensive
2
6
null
9
2024-06-27 15:21:39.134960
Average
No
Weekly
Apartment
100
1,189,856
62
Female
9,259
Single
0
High School
Employed
43.984852
Rural
Basic
null
6
796
2
2023-05-17 15:21:39.194829
Good
No
Weekly
Apartment
1,439
1,189,857
null
Female
87,932
Married
1
Bachelor's
Employed
44.957224
Rural
Premium
0
15
439
2
2019-11-27 15:21:39.221386
Average
No
Daily
Condo
2,554
1,189,858
27
Male
13,643
Single
2
High School
Unemployed
25.579317
Urban
Comprehensive
1
3
322
3
2020-08-08 15:21:39.231531
Poor
Yes
Monthly
House
1,271
1,189,859
61
Female
10,084
Single
null
Bachelor's
null
31.836961
Suburban
Basic
null
2
774
4
2021-12-04 15:21:39.122134
Poor
No
Rarely
House
709
1,189,860
44
Female
145,668
Married
3
Master's
null
31.181187
Suburban
Comprehensive
null
3
640
9
2022-12-01 15:21:39.210805
null
No
Daily
Apartment
3,099
1,189,861
25
Male
null
Married
4
PhD
Unemployed
null
Urban
Basic
0
18
371
4
2023-09-01 15:21:39.226954
Poor
Yes
Weekly
House
776
1,189,862
34
Male
81,078
Divorced
3
Bachelor's
Employed
18.896662
Urban
Basic
0
11
409
2
2023-07-27 15:21:39.226954
Good
No
Monthly
Condo
921
1,189,863
46
Female
6,875
Single
1
Bachelor's
Unemployed
6.483894
Urban
Comprehensive
3
11
433
5
2021-02-10 15:21:39.267454
Good
Yes
Weekly
Apartment
49
1,189,864
19
Female
15,540
Divorced
0
Bachelor's
null
9.979144
Rural
Comprehensive
0
15
481
7
2021-12-23 15:21:39.232526
Poor
No
Rarely
Apartment
1,297
1,189,865
46
Female
38,991
Divorced
4
High School
Unemployed
32.624382
Urban
Comprehensive
0
15
645
2
2020-06-02 15:21:39.134960
Good
No
Weekly
House
759
1,189,866
60
Female
44,633
Divorced
2
Bachelor's
Employed
21.276068
Suburban
Premium
0
10
402
3
2022-08-18 15:21:39.126661
Average
Yes
Monthly
Apartment
1,281
1,189,867
50
Male
null
Single
4
PhD
Self-Employed
null
Rural
Comprehensive
1
16
406
2
2022-03-23 15:21:39.133866
Average
No
Daily
House
25
1,189,868
62
Male
59,500
Divorced
2
Master's
Unemployed
18.858248
Rural
Basic
1
14
330
7
2022-04-29 15:21:39.251142
Poor
Yes
Weekly
Condo
1,269
1,189,869
34
Male
2,712
Married
1
PhD
Unemployed
42.525217
Suburban
Comprehensive
null
6
656
7
2022-10-21 15:21:39.134960
Average
No
Daily
Apartment
48
1,189,870
null
Female
65,640
Married
4
PhD
Unemployed
46.8916
Rural
Basic
null
7
422
1
2024-08-12 15:21:39.272456
Good
Yes
Daily
Apartment
4,597
1,189,871
45
Female
2,894
Married
1
Master's
null
23.567826
Urban
Comprehensive
0
0
309
8
2023-05-24 15:21:39.279729
Average
No
Monthly
House
882
1,189,872
52
Female
81,783
Single
null
Bachelor's
Employed
38.378048
Suburban
Premium
0
2
578
6
2022-08-22 15:21:39.222387
Poor
Yes
Weekly
Apartment
394
1,189,873
22
Female
15,217
Married
4
Bachelor's
Employed
40.249854
Suburban
Comprehensive
null
0
310
2
2023-02-08 15:21:39.174719
Average
No
Monthly
Apartment
610
1,189,874
52
Female
105,826
Divorced
3
PhD
null
28.145915
Suburban
Comprehensive
null
13
426
3
2024-05-27 15:21:39.237118
Average
No
Daily
House
1,177
1,189,875
56
Male
23,982
Divorced
null
Master's
Unemployed
30.014085
Rural
Premium
0
7
787
8
2020-11-16 15:21:39.134960
Poor
Yes
Weekly
House
1,237
1,189,876
59
Female
66,847
Divorced
2
PhD
Employed
null
Urban
Basic
0
17
531
7
2019-10-22 15:21:39.147735
null
No
Weekly
Apartment
23
1,189,877
45
Female
67,735
Single
4
Master's
Self-Employed
null
Rural
Premium
2
9
501
3
2022-05-11 15:21:39.105504
Poor
Yes
Weekly
Apartment
2,635
1,189,878
51
Female
29,467
Divorced
2
Master's
Employed
36.983996
Urban
Comprehensive
0
11
730
6
2021-11-20 15:21:39.098696
Good
No
Monthly
Condo
1,487
1,189,879
59
Female
3,858
Married
1
Master's
Unemployed
28.826006
Suburban
Comprehensive
2
1
737
8
2020-05-15 15:21:39.288099
Average
Yes
Daily
House
615
1,189,880
34
Male
93,311
Married
1
Master's
Self-Employed
5.330111
Rural
Premium
3
6
358
8
2024-07-09 15:21:39.249100
Poor
Yes
Rarely
Apartment
1,713
1,189,881
28
Male
3,185
Divorced
1
Bachelor's
null
null
Suburban
Basic
1
8
680
6
2020-03-22 15:21:39.171102
Good
Yes
Rarely
Apartment
865
1,189,882
57
Female
63,313
Married
4
High School
null
25.859428
Suburban
Basic
2
8
704
7
2022-05-01 15:21:39.259788
Average
Yes
Monthly
House
20
1,189,883
48
Male
1,133
Divorced
4
PhD
null
22.692758
Rural
Basic
1
18
449
5
2022-09-19 15:21:39.237118
Average
Yes
Rarely
Condo
539
1,189,884
40
Female
2,592
Married
0
Bachelor's
null
null
Urban
Premium
1
18
779
1
2020-02-05 15:21:39.155231
Poor
No
Monthly
House
452
1,189,885
27
Male
5,198
Married
3
Master's
null
32.41893
Urban
Premium
null
19
617
2
2023-05-08 15:21:39.237118
Poor
No
Weekly
Condo
1,423
1,189,886
23
Male
24,552
Married
3
PhD
Unemployed
42.664805
Suburban
Premium
0
4
524
5
2024-05-29 15:21:39.134960
Average
No
Rarely
House
766
1,189,887
39
Male
16,818
Single
4
Bachelor's
null
28.933015
Urban
Premium
null
3
745
2
2019-12-17 15:21:39.114118
Average
No
Monthly
Condo
231
1,189,888
49
Male
25,892
Divorced
2
Bachelor's
Unemployed
10.912293
Suburban
Premium
0
16
848
7
2022-05-06 15:21:39.155231
Good
Yes
Monthly
Apartment
1,193
1,189,889
27
Male
19,025
Single
0
Master's
Self-Employed
22.243396
Suburban
Comprehensive
2
18
367
2
2023-02-11 15:21:39.094752
Good
Yes
Rarely
House
915
1,189,890
50
Female
9,711
Married
0
Bachelor's
null
20.845221
Suburban
Basic
0
11
678
6
2024-03-19 15:21:39.155231
Average
Yes
Rarely
Condo
1,755
1,189,891
56
Female
1,427
Single
4
Bachelor's
Employed
21.726136
Rural
Comprehensive
0
8
552
9
2021-10-29 15:21:39.155231
Good
No
Weekly
House
29
1,189,892
62
Female
13,082
Married
4
PhD
Self-Employed
10.008425
Rural
Basic
null
16
678
5
2022-07-25 15:21:39.155231
Good
Yes
Monthly
Apartment
205
1,189,893
52
Female
29,467
Divorced
0
High School
Self-Employed
26.849185
Rural
Comprehensive
null
5
486
7
2024-02-10 15:21:39.094752
null
Yes
Rarely
Apartment
692
1,189,894
57
Female
74,996
Divorced
0
Master's
Employed
25.907732
Urban
Premium
null
16
401
2
2020-07-23 15:21:39.276901
Poor
Yes
Weekly
Apartment
760
1,189,895
28
Female
144,974
Single
1
Bachelor's
Unemployed
36.858694
Rural
Comprehensive
2
0
507
8
2022-06-22 15:21:39.264504
Good
No
Daily
Apartment
801
1,189,896
33
Male
20,202
Married
0
Bachelor's
Unemployed
22.604878
Urban
Premium
null
14
371
1
2023-03-05 15:21:39.224915
Poor
Yes
Rarely
Condo
1,119
1,189,897
26
Female
131,525
Married
1
High School
null
8.711757
Urban
Comprehensive
null
5
546
8
2021-10-23 15:21:39.134960
Good
No
Daily
Apartment
401
1,189,898
51
Male
17,074
Married
2
High School
null
26.581655
Urban
Comprehensive
1
6
811
9
2022-11-24 15:21:39.237118
Average
Yes
Rarely
House
940
1,189,899
52
Female
45,927
Single
2
Bachelor's
Unemployed
16.064937
Suburban
Premium
null
18
null
2
2023-01-25 15:21:39.086123
Poor
Yes
Monthly
Condo
1,273