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
6,900
39
Female
30,709
Married
2
PhD
null
38.811407
Urban
Comprehensive
null
5
397
9
2022-08-03 15:21:39.107553
Good
Yes
Weekly
Condo
1,237
6,901
47
Female
43,250
Married
0
Master's
null
12.144037
Urban
Basic
3
8
312
3
2022-12-23 15:21:39.290098
Average
Yes
Daily
Apartment
1,148
6,902
48
Male
90,831
Single
null
High School
null
null
Rural
Premium
3
1
593
6
2021-04-10 15:21:39.253660
Average
Yes
Rarely
Condo
2,080
6,903
34
Male
3,359
Single
3
PhD
Employed
27.933699
Rural
Comprehensive
1
10
480
7
2024-04-18 15:21:39.155231
Good
Yes
Daily
House
514
6,904
63
Male
61,165
Single
2
PhD
null
24.660538
Suburban
Basic
0
1
342
6
2024-06-02 15:21:39.236064
null
No
Rarely
House
469
6,905
63
Male
43,960
Divorced
null
Bachelor's
null
null
Suburban
Basic
0
3
710
3
2021-07-03 15:21:39.187211
Average
Yes
Rarely
Apartment
1,030
6,906
29
Male
36,100
Single
0
High School
null
38.690968
Urban
Premium
0
18
792
2
2020-05-19 15:21:39.223390
Poor
No
Daily
Condo
934
6,907
null
Male
6,072
Married
0
Master's
Employed
31.333421
Rural
Basic
null
4
629
2
2020-09-24 15:21:39.224915
Poor
No
Rarely
Apartment
1,452
6,908
49
Male
479
Married
4
Bachelor's
null
27.929082
Rural
Comprehensive
1
16
562
7
2021-10-25 15:21:39.155231
Average
No
Daily
Condo
27
6,909
57
Female
2,628
Single
2
Bachelor's
Self-Employed
11.096388
Urban
Comprehensive
null
1
439
5
2019-09-28 15:21:39.270454
Poor
No
Rarely
House
923
6,910
56
Female
36,377
Divorced
0
Master's
Unemployed
11.730433
Suburban
Basic
0
10
695
4
2023-09-27 15:21:39.171102
Poor
No
Daily
Condo
745
6,911
22
Male
9,727
Married
4
High School
null
12.007599
Urban
Comprehensive
0
3
582
6
2023-12-15 15:21:39.166062
Poor
Yes
Daily
House
3,132
6,912
59
Female
45,674
Married
3
High School
null
14.411114
Suburban
Comprehensive
0
9
430
7
2019-09-04 15:21:39.237118
Good
No
Daily
House
38
6,913
28
Male
18,668
Divorced
null
High School
null
12.525331
Urban
Premium
1
19
674
3
2023-01-05 15:21:39.271453
null
Yes
Monthly
House
1,443
6,914
33
Female
17,085
Divorced
null
Master's
Self-Employed
10.898371
Rural
Basic
1
9
null
8
2021-07-13 15:21:39.205850
Average
Yes
Monthly
Apartment
818
6,915
39
Male
36,992
Divorced
1
Master's
Unemployed
25.959008
Urban
Premium
1
8
null
6
2021-02-02 15:21:39.186212
Average
Yes
Daily
Condo
459
6,916
50
Male
25,472
Single
2
Master's
null
20.331115
Suburban
Basic
1
13
607
5
2022-12-28 15:21:39.253660
Good
No
Rarely
Apartment
807
6,917
40
Male
20,982
Single
2
High School
Employed
37.572065
Rural
Basic
0
7
null
3
2023-12-20 15:21:39.177724
Average
Yes
Weekly
House
2,379
6,918
36
Male
28,421
Married
0
Bachelor's
Unemployed
36.676493
Suburban
Comprehensive
null
8
565
9
2021-11-02 15:21:39.186212
Poor
Yes
Rarely
Condo
1,192
6,919
31
Male
30,895
Married
1
Bachelor's
null
15.749555
Suburban
Basic
3
2
607
6
2020-08-24 15:21:39.134960
Poor
Yes
Rarely
Apartment
2,085
6,920
38
Male
143,485
Married
null
Bachelor's
Unemployed
13.702156
Suburban
Basic
2
1
391
4
2021-08-22 15:21:39.123711
Good
Yes
Rarely
Condo
1,068
6,921
58
Male
1,646
Married
3
Bachelor's
Employed
19.950069
Suburban
Premium
null
1
824
5
2020-03-28 15:21:39.261856
Poor
No
Weekly
Apartment
2,200
6,922
38
Male
4,879
Married
1
Master's
Employed
51.956674
Suburban
Comprehensive
1
7
null
3
2021-04-22 15:21:39.264504
Good
Yes
Weekly
Apartment
1,724
6,923
46
Male
18,795
Single
0
PhD
null
19.893671
Suburban
Premium
3
5
699
7
2022-08-07 15:21:39.231531
Good
No
Weekly
Apartment
1,615
6,924
33
Male
17,058
Divorced
1
Master's
Self-Employed
41.37136
Rural
Comprehensive
0
15
424
2
2024-07-01 15:21:39.082499
Poor
Yes
Monthly
Condo
744
6,925
32
Female
27,864
Married
2
PhD
null
24.814138
Rural
Premium
null
19
694
7
2020-01-18 15:21:39.172097
Poor
No
Daily
House
747
6,926
58
Male
5,545
Divorced
1
Master's
Self-Employed
17.730739
Rural
Comprehensive
0
10
779
5
2021-07-13 15:21:39.134960
Average
Yes
Monthly
Apartment
689
6,927
30
Male
35,692
Divorced
2
High School
Unemployed
17.179842
Urban
Premium
1
18
731
5
2020-02-18 15:21:39.264504
Poor
Yes
Rarely
Condo
1,296
6,928
35
Female
48,862
Married
2
PhD
Unemployed
26.900064
Urban
Basic
0
15
307
1
2022-06-10 15:21:39.209847
Average
No
Rarely
House
447
6,929
24
Male
20,861
Married
null
Master's
Employed
4.887145
Rural
Comprehensive
1
13
532
5
2022-04-20 15:21:39.188220
Poor
No
Weekly
Condo
1,720
6,930
56
Male
118,561
Married
3
Master's
Unemployed
20.984644
Suburban
Comprehensive
1
15
737
4
2019-11-17 15:21:39.155231
Average
Yes
Weekly
House
132
6,931
58
Female
1,671
Married
3
Master's
null
null
Suburban
Premium
3
15
690
3
2022-08-21 15:21:39.134960
Average
No
Daily
Apartment
659
6,932
53
Male
11,513
Single
3
Bachelor's
Employed
22.182734
Suburban
Comprehensive
2
2
795
8
2022-10-13 15:21:39.171102
Good
Yes
Daily
Condo
2,161
6,933
55
Male
105,775
Married
4
High School
null
41.527302
Suburban
Comprehensive
null
6
538
2
2024-01-27 15:21:39.253660
Poor
Yes
Rarely
House
119
6,934
19
Male
26,741
Single
0
Bachelor's
Employed
26.769224
Rural
Basic
null
6
581
3
2019-11-25 15:21:39.090124
Good
No
Monthly
Condo
2,984
6,935
19
Female
7,894
Married
4
High School
null
34.701419
Urban
Comprehensive
1
12
667
3
2021-07-03 15:21:39.091080
Poor
No
Rarely
Condo
782
6,936
63
Male
35,178
null
4
PhD
Unemployed
21.352726
Suburban
Basic
1
16
null
8
2023-12-19 15:21:39.233998
Average
Yes
Monthly
House
664
6,937
43
Female
4,601
Single
2
Master's
null
39.387819
Urban
Basic
1
13
493
4
2019-11-05 15:21:39.225916
Good
No
Rarely
Condo
3,045
6,938
26
Male
57,697
Married
2
High School
Unemployed
16.294918
Rural
Comprehensive
1
14
791
9
2020-11-25 15:21:39.245086
Good
Yes
Monthly
Condo
386
6,939
23
Female
null
Single
2
PhD
null
24.826544
Suburban
Premium
1
9
613
6
2022-11-27 15:21:39.274993
Average
Yes
Daily
Apartment
112
6,940
44
Female
28,332
Married
0
High School
Employed
13.297035
Urban
Basic
0
16
659
6
2020-07-16 15:21:39.082499
Poor
No
Daily
House
885
6,941
30
Female
84,595
Divorced
0
Master's
null
9.590988
Rural
Basic
3
15
554
4
2020-09-25 15:21:39.092127
Poor
No
Monthly
Apartment
362
6,942
48
Female
74,814
Single
2
Bachelor's
Self-Employed
29.078519
Rural
Basic
2
17
775
7
2022-02-07 15:21:39.254678
null
No
Daily
Apartment
998
6,943
58
Male
57,872
Divorced
0
Master's
Self-Employed
30.948314
Rural
Premium
0
17
389
7
2020-12-26 15:21:39.191219
Good
Yes
Monthly
Apartment
191
6,944
25
Male
3,342
Single
4
Master's
null
51.246765
Rural
Premium
0
7
691
4
2020-11-13 15:21:39.134960
Average
Yes
Weekly
Apartment
939
6,945
55
Female
50,867
Married
4
High School
null
21.072775
Urban
Basic
1
4
693
4
2021-12-24 15:21:39.155231
Good
Yes
Monthly
Apartment
381
6,946
33
Female
3,793
Single
0
PhD
Employed
7.391899
Urban
Premium
null
0
674
2
2022-04-29 15:21:39.147735
Poor
No
Monthly
Condo
382
6,947
27
Male
18,500
Divorced
0
Bachelor's
Self-Employed
9.12474
Urban
Premium
null
19
729
6
2024-08-13 15:21:39.246098
Poor
No
Rarely
Condo
572
6,948
34
Male
7,772
Divorced
1
Bachelor's
Self-Employed
27.977381
Suburban
Comprehensive
0
7
498
5
2021-06-23 15:21:39.086123
null
No
Monthly
Condo
777
6,949
63
Female
null
Divorced
2
High School
null
14.80665
Rural
Comprehensive
2
10
614
5
2022-03-21 15:21:39.134960
Average
Yes
Weekly
Condo
391
6,950
39
Male
4,818
Single
1
PhD
Employed
14.382906
Suburban
Comprehensive
0
9
426
4
2023-04-19 15:21:39.209847
Average
Yes
Rarely
House
703
6,951
31
Female
7,417
Divorced
3
Master's
Self-Employed
45.805562
Rural
Comprehensive
4
16
768
4
2023-05-03 15:21:39.128286
Good
Yes
Daily
House
1,029
6,952
55
Male
91,784
Single
1
Bachelor's
Employed
26.142828
Suburban
Comprehensive
2
14
426
5
2021-03-19 15:21:39.221386
Poor
Yes
Monthly
Apartment
1,176
6,953
53
Male
2,744
Married
4
PhD
Unemployed
23.913257
Urban
Premium
0
17
477
9
2022-09-16 15:21:39.083497
Poor
No
Weekly
Apartment
581
6,954
19
Male
656
Single
null
High School
null
null
Urban
Comprehensive
0
11
619
5
2021-06-29 15:21:39.180553
Poor
Yes
Rarely
Apartment
1,020
6,955
49
Female
6,021
Married
1
Master's
Unemployed
21.182646
Suburban
Comprehensive
null
18
770
4
2021-01-06 15:21:39.155231
Good
No
Weekly
Condo
38
6,956
52
Female
17,053
Married
3
High School
Employed
38.175979
Rural
Basic
1
7
null
4
2021-05-08 15:21:39.155231
Good
Yes
Rarely
Condo
916
6,957
30
Female
15,961
Single
4
PhD
Employed
27.926115
Rural
Comprehensive
null
10
null
2
2022-05-14 15:21:39.145732
Average
No
Daily
Condo
769
6,958
23
Female
48,272
Single
4
PhD
Unemployed
39.702514
Urban
Premium
0
19
381
8
2022-02-11 15:21:39.096739
Poor
Yes
Weekly
Apartment
1,670
6,959
34
Male
7,007
Divorced
null
PhD
Employed
31.858599
Suburban
Basic
1
7
799
9
2024-02-01 15:21:39.126661
null
Yes
Rarely
Condo
26
6,960
22
Female
723
Married
2
Master's
Unemployed
18.383746
Suburban
Basic
3
14
542
8
2021-11-29 15:21:39.253660
Poor
Yes
Daily
Condo
1,219
6,961
25
Female
1,039
Single
3
PhD
Unemployed
36.859664
Rural
Comprehensive
0
17
591
5
2021-05-05 15:21:39.221386
null
No
Daily
Apartment
1,734
6,962
48
Male
8,988
Divorced
2
PhD
Employed
29.79598
Rural
Basic
null
4
null
9
2020-02-03 15:21:39.129190
Average
No
Monthly
Apartment
1,089
6,963
52
Female
1,260
Single
0
High School
null
36.527082
Rural
Basic
null
4
644
2
2022-10-09 15:21:39.086123
Good
Yes
Daily
Condo
434
6,964
28
Male
53,032
Divorced
2
Bachelor's
Unemployed
38.516919
Urban
Basic
null
15
332
2
2020-10-10 15:21:39.202448
Average
Yes
Rarely
Apartment
1,813
6,965
41
Female
81,585
Married
3
PhD
null
50.627856
Rural
Comprehensive
null
13
495
8
2020-08-20 15:21:39.085129
Poor
No
Monthly
House
397
6,966
20
Male
29,113
Single
1
Master's
Employed
35.895007
Rural
Comprehensive
null
7
635
3
2024-07-18 15:21:39.254678
Good
No
Daily
Apartment
613
6,967
38
Female
17,796
Married
2
PhD
Unemployed
27.849345
Urban
Premium
1
18
null
7
2022-04-20 15:21:39.096739
Good
Yes
Weekly
House
714
6,968
53
Male
34,294
Divorced
2
PhD
Unemployed
51.998942
Suburban
Premium
null
14
609
9
2022-02-26 15:21:39.133866
Poor
No
Weekly
House
3,861
6,969
30
Female
25,465
Single
1
Bachelor's
null
12.737803
Suburban
Basic
0
1
803
1
2023-04-07 15:21:39.134960
Average
Yes
Daily
Apartment
472
6,970
53
Female
22,952
Divorced
2
PhD
null
22.244407
Urban
Comprehensive
null
16
514
6
2023-01-28 15:21:39.249100
Average
Yes
Monthly
Condo
1,163
6,971
59
Female
623
Married
0
Master's
null
26.392795
Urban
Basic
null
7
803
8
2021-11-20 15:21:39.256696
null
Yes
Rarely
Apartment
476
6,972
50
Male
76,660
Divorced
2
PhD
Self-Employed
35.716298
Rural
Premium
0
7
581
8
2019-11-18 15:21:39.237118
Poor
No
Rarely
House
1,856
6,973
47
Male
60,945
Divorced
3
High School
Employed
33.922239
Suburban
Basic
null
17
null
6
2023-02-21 15:21:39.155231
Good
Yes
Rarely
Apartment
284
6,974
43
Male
null
null
4
High School
Unemployed
22.771711
Urban
Comprehensive
0
1
442
1
2024-02-24 15:21:39.172097
Average
No
Monthly
Apartment
1,121
6,975
39
Male
12,092
Single
0
Master's
Employed
11.657939
Rural
Basic
1
6
728
3
2021-04-11 15:21:39.281787
Good
Yes
Monthly
Condo
1,186
6,976
58
Male
18,671
Divorced
4
Bachelor's
Self-Employed
22.676916
Suburban
Basic
3
11
415
1
2021-04-30 15:21:39.149731
Poor
Yes
Daily
House
1,414
6,977
22
Male
46,901
Single
3
Bachelor's
Unemployed
44.738986
Suburban
Premium
null
12
734
1
2023-03-14 15:21:39.084065
Average
No
Daily
House
100
6,978
20
Female
2,867
Married
4
Master's
Unemployed
22.107655
Rural
Comprehensive
2
13
784
5
2023-12-25 15:21:39.251142
Average
Yes
Daily
Apartment
1,798
6,979
29
Female
27,951
Single
0
Bachelor's
Self-Employed
28.95789
Urban
Premium
1
11
679
3
2023-07-18 15:21:39.246098
Average
No
Monthly
Condo
784
6,980
57
Male
35,391
Divorced
0
PhD
Employed
26.753968
Urban
Basic
0
2
434
5
2022-12-05 15:21:39.134960
Average
No
Monthly
Apartment
903
6,981
30
Female
32,013
Single
1
Bachelor's
Employed
25.865731
Rural
Premium
0
2
627
6
2024-05-19 15:21:39.177724
Good
No
Daily
Apartment
1,041
6,982
52
Female
1,025
Married
4
Bachelor's
Employed
24.824373
Suburban
Comprehensive
1
16
616
9
2021-12-01 15:21:39.182597
Average
Yes
Daily
Apartment
25
6,983
47
Male
20,303
Divorced
3
PhD
null
40.739513
Suburban
Premium
null
12
null
9
2020-10-05 15:21:39.283783
Average
No
Weekly
Apartment
244
6,984
59
Female
120,591
Single
0
Master's
null
19.988276
Suburban
Premium
1
13
397
2
2023-03-07 15:21:39.155231
Good
No
Monthly
Condo
35
6,985
31
Female
26,889
Single
4
Master's
null
5.081408
Suburban
Comprehensive
0
6
819
1
2023-05-27 15:21:39.096739
Poor
No
Rarely
House
1,731
6,986
60
Male
null
Divorced
4
Master's
Unemployed
29.964213
Suburban
Premium
null
6
778
3
2023-11-06 15:21:39.193945
Average
Yes
Rarely
Condo
150
6,987
47
Male
104,424
Married
2
Master's
null
null
Suburban
Premium
1
5
439
6
2023-10-31 15:21:39.086123
Good
Yes
Rarely
Condo
1,057
6,988
55
Male
15,148
Married
4
PhD
null
27.09963
Rural
Premium
1
13
582
5
2020-11-09 15:21:39.237118
Poor
No
Weekly
Apartment
1,103
6,989
20
Male
145,725
Divorced
3
Bachelor's
Self-Employed
52.012362
Urban
Basic
1
19
572
2
2020-09-22 15:21:39.108562
Poor
Yes
Daily
Apartment
482
6,990
26
Female
39,603
Married
4
High School
Unemployed
41.836126
Rural
Premium
null
19
652
8
2022-10-30 15:21:39.134960
Good
No
Rarely
Condo
3,171
6,991
20
Female
24,663
Divorced
0
Bachelor's
Self-Employed
47.072361
Urban
Comprehensive
null
3
662
9
2023-12-09 15:21:39.186212
Poor
Yes
Rarely
Condo
471
6,992
37
Male
141,517
Single
3
Master's
Unemployed
32.154946
Rural
Basic
null
15
446
7
2024-02-17 15:21:39.170099
Average
No
Monthly
Apartment
453
6,993
22
Female
28,561
Divorced
3
PhD
Unemployed
27.547003
Rural
Premium
null
10
699
7
2023-02-16 15:21:39.182597
Good
Yes
Weekly
Apartment
1,318
6,994
32
Male
24
Single
1
High School
Unemployed
19.396836
Rural
Premium
1
11
572
3
2020-12-16 15:21:39.149731
Poor
Yes
Weekly
House
1,168
6,995
64
Female
8,081
Single
2
High School
null
28.824343
Suburban
Basic
null
7
355
9
2024-04-16 15:21:39.155231
Average
Yes
Rarely
Condo
973
6,996
19
Female
4,466
Divorced
2
PhD
Employed
14.390439
Rural
Premium
null
18
418
7
2019-08-18 15:21:39.097737
Good
No
Rarely
Apartment
195
6,997
35
Male
61,221
Single
4
Bachelor's
Unemployed
null
Urban
Premium
3
14
582
7
2021-02-14 15:21:39.089116
Poor
Yes
Monthly
Condo
2,585
6,998
27
Female
45,754
Single
3
Master's
Employed
40.247776
Urban
Basic
null
1
565
6
2023-11-21 15:21:39.279729
Average
Yes
Daily
Apartment
1,709
6,999
37
Female
17,091
Married
4
Bachelor's
Unemployed
null
Suburban
Premium
null
0
558
5
2021-07-20 15:21:39.237118
Poor
Yes
Daily
House
1,853