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
1,199,900
20
Male
23,134
Married
3
PhD
null
16.316081
Rural
Comprehensive
0
0
844
7
2023-10-12 15:21:39.205850
Poor
Yes
Weekly
House
2,579
1,199,901
37
Female
4,723
Single
null
Bachelor's
Unemployed
25.083033
Suburban
Basic
2
19
699
3
2024-06-01 15:21:39.204790
Average
No
Weekly
Condo
973
1,199,902
48
Male
17,553
Divorced
1
Master's
Employed
10.935186
Urban
Comprehensive
null
7
650
2
2021-11-24 15:21:39.274993
Good
Yes
Daily
Condo
1,775
1,199,903
35
Male
9,325
Married
4
Bachelor's
null
27.973705
Urban
Comprehensive
null
5
null
7
2022-03-01 15:21:39.228521
Poor
No
Monthly
Apartment
355
1,199,904
57
Female
17,900
Married
0
PhD
null
null
Suburban
Premium
null
11
596
1
2024-04-20 15:21:39.170099
Average
No
Monthly
Condo
645
1,199,905
37
Male
24,271
Single
1
Master's
Unemployed
17.24313
Suburban
Comprehensive
2
5
363
3
2021-10-09 15:21:39.220389
Poor
Yes
Monthly
Apartment
958
1,199,906
57
Male
6,071
Divorced
1
High School
null
35.004294
Rural
Premium
2
19
612
4
2020-11-06 15:21:39.164044
null
Yes
Daily
Condo
1,229
1,199,907
32
Male
71,899
Single
0
Master's
Employed
25.882904
Suburban
Comprehensive
null
17
710
6
2024-01-24 15:21:39.248098
Good
No
Rarely
House
303
1,199,908
42
Male
18,063
Divorced
0
Bachelor's
null
24.999878
Suburban
Basic
0
13
689
8
2020-08-17 15:21:39.134960
Poor
No
Monthly
House
1,042
1,199,909
51
Male
24,991
Single
null
High School
null
26.423537
Suburban
Basic
0
2
311
6
2022-03-19 15:21:39.155231
Average
No
Rarely
House
656
1,199,910
55
Male
94,865
Married
1
Master's
Self-Employed
null
Urban
Basic
null
8
691
3
2022-11-06 15:21:39.207847
Poor
Yes
Daily
House
2,635
1,199,911
61
Male
11,836
Married
4
Bachelor's
Self-Employed
29.395499
Rural
Comprehensive
2
6
null
9
2021-05-26 15:21:39.237118
null
Yes
Monthly
Condo
240
1,199,912
28
Male
4,400
Married
0
Master's
Unemployed
27.279009
Rural
Premium
null
16
519
2
2020-04-12 15:21:39.145732
Average
No
Rarely
Apartment
2,323
1,199,913
64
Male
5,065
Married
3
High School
Self-Employed
13.836586
Urban
Premium
1
14
841
5
2023-04-30 15:21:39.164044
Good
Yes
Daily
House
612
1,199,914
46
Male
29,137
Single
null
High School
null
16.081086
Rural
Comprehensive
0
7
831
5
2023-01-26 15:21:39.224915
Poor
No
Rarely
House
3,731
1,199,915
47
Female
44,711
Single
null
Master's
null
26.292373
Suburban
Basic
0
19
684
3
2020-11-26 15:21:39.255696
Average
No
Monthly
House
1,514
1,199,916
62
Female
22,295
Divorced
4
PhD
Employed
17.861375
Suburban
Premium
1
4
542
1
2022-10-22 15:21:39.285112
Good
No
Daily
Condo
1,419
1,199,917
63
Male
44,159
Single
1
High School
Unemployed
23.527181
Rural
Premium
1
14
null
5
2024-02-25 15:21:39.079128
null
Yes
Daily
Apartment
3,522
1,199,918
55
Female
40,368
Married
2
Master's
Employed
9.824329
Suburban
Comprehensive
3
3
null
9
2020-08-01 15:21:39.093681
Good
No
Rarely
Apartment
1,342
1,199,919
52
Male
17,289
Married
1
Bachelor's
null
19.82619
Urban
Premium
2
9
786
3
2021-07-31 15:21:39.152732
Poor
Yes
Rarely
Condo
1,518
1,199,920
35
Male
9,922
Divorced
0
Bachelor's
Unemployed
22.75397
Rural
Premium
1
9
704
4
2019-12-06 15:21:39.133866
Poor
Yes
Daily
House
881
1,199,921
45
Male
17,961
Married
2
High School
Employed
15.395869
Urban
Premium
1
3
658
5
2022-03-10 15:21:39.095696
Average
No
Monthly
Apartment
2,892
1,199,922
41
Female
18,082
Divorced
4
PhD
Self-Employed
32.735328
Suburban
Basic
1
3
538
2
2023-03-06 15:21:39.080440
Average
No
Daily
Condo
783
1,199,923
61
Male
38,136
Single
null
PhD
Self-Employed
25.572627
Rural
Comprehensive
null
6
567
4
2024-05-02 15:21:39.243823
Good
Yes
Rarely
Apartment
782
1,199,924
41
Female
798
Married
3
Bachelor's
Unemployed
16.414978
Urban
Comprehensive
2
6
508
8
2023-10-30 15:21:39.186212
Average
No
Rarely
Apartment
1,793
1,199,925
45
Male
null
Married
0
High School
Self-Employed
51.402797
Urban
Basic
0
2
null
8
2023-06-30 15:21:39.263607
Good
No
Rarely
Condo
1,526
1,199,926
52
Male
17,650
Married
2
Bachelor's
null
null
Suburban
Basic
null
10
591
6
2022-05-02 15:21:39.155231
Average
Yes
Rarely
Apartment
705
1,199,927
26
Male
944
Married
3
High School
Self-Employed
31.580637
Rural
Basic
null
15
818
2
2021-09-18 15:21:39.281787
Poor
No
Rarely
Condo
1,975
1,199,928
54
Male
40,552
Married
4
Master's
null
43.897133
Rural
Comprehensive
1
4
776
9
2022-08-30 15:21:39.081504
Good
No
Weekly
Condo
1,560
1,199,929
29
Male
14,975
Single
4
Bachelor's
Unemployed
10.840878
Urban
Premium
null
10
330
2
2022-11-06 15:21:39.155231
Average
Yes
Rarely
Apartment
1,321
1,199,930
57
Male
51,472
Married
4
Master's
null
46.252162
Rural
Basic
0
12
358
5
2020-08-19 15:21:39.256696
Average
Yes
Weekly
House
552
1,199,931
56
Female
39,042
Married
4
High School
Unemployed
22.684047
Rural
Comprehensive
2
19
634
6
2020-03-11 15:21:39.274993
Average
Yes
Weekly
House
1,813
1,199,932
60
Female
11,897
Divorced
null
High School
null
45.845172
Suburban
Basic
0
15
586
2
2023-02-19 15:21:39.134960
Average
Yes
Rarely
Apartment
724
1,199,933
57
Male
44,611
Single
2
Bachelor's
null
32.455035
Suburban
Premium
null
18
739
3
2022-10-08 15:21:39.261856
Average
Yes
Rarely
Apartment
1,450
1,199,934
30
Female
15,404
Single
0
PhD
Self-Employed
13.8409
Rural
Premium
null
16
316
4
2023-12-25 15:21:39.235012
Average
No
Daily
Apartment
1,142
1,199,935
18
Male
2,719
Married
0
Master's
Self-Employed
5.642758
Rural
Basic
null
13
510
4
2019-12-07 15:21:39.170099
Average
Yes
Daily
Condo
36
1,199,936
44
Female
1,699
Married
4
High School
Unemployed
25.071534
Suburban
Premium
4
19
847
8
2021-04-04 15:21:39.172097
Poor
Yes
Monthly
Apartment
943
1,199,937
27
Female
44,270
Single
4
Master's
Self-Employed
50.737303
Rural
Premium
1
16
647
9
2022-02-25 15:21:39.170099
Average
Yes
Daily
Apartment
716
1,199,938
21
Female
20,595
Married
3
High School
Self-Employed
22.272586
Suburban
Premium
1
11
740
4
2022-01-09 15:21:39.196387
Good
Yes
Weekly
House
1,581
1,199,939
33
Male
547
Single
3
Bachelor's
Unemployed
35.704076
Urban
Comprehensive
2
9
762
1
2023-09-19 15:21:39.168099
Poor
No
Weekly
Apartment
1,581
1,199,940
57
Female
6,871
Married
null
Bachelor's
null
null
Rural
Basic
2
19
456
5
2022-01-25 15:21:39.151732
Good
Yes
Rarely
Apartment
1,675
1,199,941
32
Female
43,166
Married
3
PhD
Employed
9.817585
Rural
Comprehensive
0
6
705
3
2021-11-25 15:21:39.155231
Average
Yes
Weekly
Condo
1,722
1,199,942
45
Male
107,739
Divorced
0
High School
Employed
31.708402
Rural
Basic
null
12
308
1
2023-03-23 15:21:39.121169
Good
No
Rarely
Apartment
1,233
1,199,943
28
Male
17,680
Married
3
PhD
Self-Employed
20.637844
Urban
Basic
null
14
639
3
2024-05-17 15:21:39.245086
Poor
Yes
Weekly
Condo
258
1,199,944
25
Female
10,559
Married
3
High School
Employed
12.906175
Urban
Comprehensive
null
19
818
5
2020-01-25 15:21:39.155231
Poor
Yes
Weekly
House
721
1,199,945
26
Female
17,554
Divorced
3
PhD
Self-Employed
31.727813
Urban
Basic
null
2
null
4
2021-03-30 15:21:39.237118
Average
Yes
Monthly
House
3,308
1,199,946
39
Female
3,422
Single
1
High School
null
51.724504
Suburban
Basic
0
16
638
4
2020-01-04 15:21:39.121169
Average
Yes
Daily
House
2,213
1,199,947
36
Female
38,612
Single
3
Master's
Self-Employed
37.592026
Urban
Premium
0
14
748
4
2020-07-18 15:21:39.226954
Poor
No
Weekly
Condo
1,035
1,199,948
31
Female
18,368
Divorced
1
Bachelor's
Self-Employed
15.527483
Rural
Basic
1
8
734
7
2023-06-25 15:21:39.237118
Good
Yes
Weekly
Condo
1,052
1,199,949
19
Female
968
Married
2
Bachelor's
Employed
22.738222
Rural
Basic
0
12
662
4
2021-10-18 15:21:39.155231
null
No
Weekly
Apartment
1,721
1,199,950
46
Male
53,590
Divorced
1
High School
Self-Employed
21.937247
Suburban
Premium
null
1
390
5
2021-08-05 15:21:39.255696
Good
No
Rarely
House
1,199
1,199,951
64
Male
10,644
Divorced
3
Master's
null
23.677836
Suburban
Premium
1
16
786
3
2023-05-30 15:21:39.254678
Good
No
Monthly
Condo
2,268
1,199,952
34
Female
134,908
Divorced
2
High School
Unemployed
41.398524
Suburban
Basic
null
13
356
1
2020-08-04 15:21:39.265513
Poor
No
Rarely
Condo
821
1,199,953
27
Male
8,255
Divorced
1
Master's
Employed
30.945659
Suburban
Comprehensive
null
0
838
9
2021-10-14 15:21:39.251142
Good
Yes
Rarely
Condo
957
1,199,954
47
Female
30,791
Married
1
PhD
Self-Employed
44.926588
Rural
Basic
1
15
691
3
2022-04-21 15:21:39.174719
Average
Yes
Monthly
Condo
538
1,199,955
42
Male
54,801
Divorced
0
High School
Unemployed
15.242425
Urban
Premium
2
6
381
9
2021-09-09 15:21:39.274993
Poor
No
Monthly
House
1,195
1,199,956
58
Male
99,860
Married
null
High School
Self-Employed
14.082348
Urban
Comprehensive
2
18
307
3
2022-05-08 15:21:39.134960
Poor
Yes
Rarely
Condo
2,694
1,199,957
32
Female
16,221
Divorced
1
High School
null
28.695917
Urban
Comprehensive
1
15
null
6
2023-11-27 15:21:39.206847
Good
No
Monthly
Apartment
537
1,199,958
23
Male
29,190
Married
1
Bachelor's
Employed
18.392866
Suburban
Premium
null
19
466
2
2019-10-15 15:21:39.286113
Good
Yes
Weekly
Condo
3,301
1,199,959
48
Male
1,167
Married
3
PhD
Employed
15.751501
Suburban
Comprehensive
0
11
null
4
2024-06-16 15:21:39.278402
Good
Yes
Monthly
Condo
28
1,199,960
64
Female
56,653
Single
2
Bachelor's
null
25.049481
Suburban
Premium
null
4
458
3
2021-01-23 15:21:39.253660
Poor
Yes
Daily
Condo
1,809
1,199,961
28
Female
6,868
Divorced
null
PhD
Employed
18.405534
Urban
Basic
null
17
543
5
2021-12-12 15:21:39.228521
Poor
Yes
Monthly
Apartment
963
1,199,962
36
Female
705
Single
1
High School
Self-Employed
39.145749
Urban
Comprehensive
3
19
469
2
2023-03-28 15:21:39.237118
Good
Yes
Daily
Apartment
1,028
1,199,963
22
Female
1,682
Single
4
Bachelor's
Employed
38.351028
Urban
Premium
0
0
663
2
2021-03-02 15:21:39.087123
Good
No
Weekly
House
49
1,199,964
29
Female
72,882
Single
1
High School
Unemployed
null
Rural
Basic
null
6
507
7
2022-03-19 15:21:39.281787
Good
Yes
Daily
House
1,063
1,199,965
36
Female
46,446
Single
1
Master's
Self-Employed
22.036927
Rural
Comprehensive
0
14
438
3
2019-10-10 15:21:39.170099
Good
No
Rarely
Apartment
1,029
1,199,966
38
Female
41,035
Divorced
2
Bachelor's
null
30.389946
Suburban
Premium
0
0
579
9
2020-06-06 15:21:39.254678
null
Yes
Daily
Condo
1,672
1,199,967
18
Female
111,949
Divorced
2
High School
Employed
null
Urban
Basic
0
6
460
2
2023-07-29 15:21:39.134960
Average
No
Daily
Apartment
922
1,199,968
48
Male
50,844
Divorced
4
Master's
Unemployed
32.98883
Rural
Basic
0
18
403
5
2021-01-17 15:21:39.155231
Average
Yes
Weekly
Condo
1,725
1,199,969
37
Female
54,875
Married
2
High School
null
25.845124
Rural
Premium
0
5
354
1
2023-08-17 15:21:39.190215
Poor
Yes
Monthly
Condo
679
1,199,970
56
Female
39,077
Divorced
1
Bachelor's
Self-Employed
24.849265
Rural
Premium
null
18
687
9
2023-06-27 15:21:39.091080
Average
Yes
Weekly
House
1,229
1,199,971
26
Female
46,110
Married
0
High School
Unemployed
37.564857
Urban
Comprehensive
2
1
580
1
2023-07-01 15:21:39.089116
Average
Yes
Daily
Condo
818
1,199,972
64
Male
17,347
Single
4
Master's
null
44.622741
Rural
Premium
null
7
534
7
2019-09-02 15:21:39.145732
Poor
No
Rarely
House
1,762
1,199,973
60
Female
9,539
Divorced
3
Master's
null
42.229626
Rural
Comprehensive
0
5
534
5
2019-08-19 15:21:39.134960
Poor
Yes
Rarely
Apartment
813
1,199,974
20
Male
25,749
Single
2
Bachelor's
null
28.835494
Urban
Premium
1
1
360
4
2023-02-18 15:21:39.095696
Good
Yes
Weekly
House
609
1,199,975
27
Male
15,704
Divorced
2
Bachelor's
null
23.014742
Suburban
Basic
0
11
550
1
2022-02-21 15:21:39.155231
Good
No
Daily
Apartment
3,905
1,199,976
24
Female
937
Divorced
4
High School
null
43.84319
Urban
Premium
2
9
748
9
2021-09-22 15:21:39.217387
Poor
No
Weekly
Apartment
1,568
1,199,977
61
Female
26,396
Divorced
2
Bachelor's
null
14.873283
Urban
Comprehensive
2
10
842
4
2021-10-18 15:21:39.198406
Good
No
Daily
Condo
890
1,199,978
32
Male
6,972
Divorced
2
Bachelor's
Employed
41.83812
Urban
Basic
0
14
500
8
2022-06-02 15:21:39.196387
Average
No
Daily
Apartment
3,080
1,199,979
42
Male
44,691
Married
null
Bachelor's
null
null
Suburban
Premium
null
7
516
8
2019-10-10 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,358
1,199,980
48
Female
83,965
Married
3
High School
null
44.838448
Urban
Basic
0
9
326
1
2023-04-28 15:21:39.237118
Average
Yes
Weekly
Condo
526
1,199,981
20
Female
23,685
Single
1
High School
Self-Employed
15.173435
Suburban
Basic
null
14
441
8
2023-05-07 15:21:39.237118
Average
No
Weekly
House
101
1,199,982
51
Male
6,011
Single
4
Master's
Unemployed
41.662597
Suburban
Comprehensive
1
16
547
9
2022-11-03 15:21:39.222387
Average
Yes
Monthly
House
563
1,199,983
43
Female
4,518
Divorced
0
High School
null
19.145097
Suburban
Premium
3
12
489
4
2022-08-14 15:21:39.254678
Poor
No
Weekly
Condo
573
1,199,984
20
Female
16,582
Divorced
2
Master's
Employed
39.756904
Rural
Comprehensive
null
8
633
3
2020-03-21 15:21:39.134960
Poor
No
Daily
Apartment
524
1,199,985
45
Male
39,724
Married
0
Bachelor's
Employed
29.457817
Suburban
Basic
1
13
519
4
2020-11-29 15:21:39.085129
Average
No
Monthly
House
563
1,199,986
19
Male
1,098
Divorced
4
High School
Employed
13.097153
Suburban
Comprehensive
1
17
551
3
2019-08-27 15:21:39.218388
Average
No
Weekly
Condo
2,760
1,199,987
25
Female
4,089
Single
1
Bachelor's
Unemployed
12.335586
Urban
Basic
0
17
557
1
2022-12-02 15:21:39.079128
null
Yes
Monthly
House
473
1,199,988
40
Female
5,711
Divorced
4
Master's
Employed
47.096909
Rural
Basic
2
4
710
3
2023-03-05 15:21:39.211806
Good
Yes
Rarely
Apartment
1,542
1,199,989
18
Female
29,092
Single
2
High School
Employed
null
Rural
Premium
null
14
null
1
2023-03-17 15:21:39.106582
Poor
Yes
Rarely
Apartment
543
1,199,990
55
Female
72,384
Single
0
High School
Unemployed
13.661678
Urban
Basic
1
3
789
5
2020-01-10 15:21:39.155231
Average
Yes
Monthly
Apartment
231
1,199,991
59
Female
23,706
Divorced
4
High School
Self-Employed
24.913204
Suburban
Comprehensive
null
17
null
1
2021-06-22 15:21:39.188220
Good
Yes
Monthly
Apartment
3,381
1,199,992
53
Female
6,837
Married
2
High School
Self-Employed
17.844235
Urban
Comprehensive
null
15
406
4
2021-01-09 15:21:39.281787
Good
No
Rarely
House
1,251
1,199,993
38
Male
1,607
Married
1
High School
null
18.552314
Suburban
Comprehensive
0
12
469
2
2022-08-10 15:21:39.132191
Good
No
Rarely
House
1,027
1,199,994
34
Male
23,456
Single
4
Master's
Self-Employed
14.783439
Rural
Basic
null
12
548
9
2023-06-09 15:21:39.134960
Good
No
Monthly
Apartment
1,584
1,199,995
36
Female
27,316
Married
0
Master's
Unemployed
13.772907
Urban
Premium
null
5
372
3
2023-05-03 15:21:39.257696
Poor
No
Daily
Apartment
1,303
1,199,996
54
Male
35,786
Divorced
null
Master's
Self-Employed
11.483482
Rural
Comprehensive
null
10
597
4
2022-09-10 15:21:39.134960
Poor
No
Weekly
Apartment
821
1,199,997
19
Male
51,884
Divorced
0
Master's
null
14.724469
Suburban
Basic
0
19
null
6
2021-05-25 15:21:39.106582
Good
No
Monthly
Condo
371
1,199,998
55
Male
null
Single
1
PhD
null
18.547381
Suburban
Premium
1
7
407
4
2021-09-19 15:21:39.190215
Poor
No
Daily
Apartment
596
1,199,999
21
Female
null
Divorced
0
PhD
null
10.125323
Rural
Premium
0
18
502
6
2020-08-26 15:21:39.155231
Good
Yes
Monthly
House
2,480