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
4,900
25
Male
6,973
Married
2
Bachelor's
Self-Employed
27.637348
Urban
Premium
1
3
622
4
2023-03-03 15:21:39.222387
Average
No
Monthly
Apartment
722
4,901
34
Male
6,939
Divorced
4
Bachelor's
Unemployed
29.894199
Rural
Basic
2
14
796
2
2020-12-22 15:21:39.086123
Good
Yes
Daily
Condo
642
4,902
45
Female
27,429
Divorced
0
Master's
Employed
25.06538
Urban
Comprehensive
1
8
635
3
2024-07-10 15:21:39.187211
Average
Yes
Rarely
Condo
1,044
4,903
49
Female
11,286
Divorced
0
High School
Unemployed
36.389839
Urban
Comprehensive
null
14
490
3
2023-12-25 15:21:39.283783
Average
No
Daily
Condo
578
4,904
32
Male
1,316
Married
0
Master's
Self-Employed
30.738975
Suburban
Premium
null
2
479
1
2020-08-28 15:21:39.147735
Good
Yes
Daily
Condo
1,161
4,905
23
Female
30,274
Single
1
High School
Unemployed
33.868654
Rural
Premium
null
1
308
7
2021-06-20 15:21:39.122134
Average
No
Weekly
Apartment
1,403
4,906
18
Male
10,983
Divorced
null
PhD
Employed
33.912986
Rural
Premium
1
10
676
9
2024-03-26 15:21:39.226954
Good
Yes
Monthly
House
486
4,907
30
Female
28,057
Single
1
High School
Unemployed
22.907851
Suburban
Premium
null
19
830
2
2023-08-28 15:21:39.237118
Average
Yes
Monthly
Apartment
1,650
4,908
31
Male
609
Single
1
PhD
null
44.812903
Rural
Basic
2
12
538
2
2021-01-19 15:21:39.172097
Average
Yes
Daily
House
669
4,909
38
Male
34,149
Divorced
4
PhD
Self-Employed
20.947165
Suburban
Basic
null
0
788
5
2024-04-30 15:21:39.149731
Poor
Yes
Weekly
Apartment
66
4,910
26
Male
823
Divorced
1
PhD
Self-Employed
30.85713
Rural
Premium
null
5
705
8
2024-07-16 15:21:39.155231
Average
No
Daily
House
26
4,911
30
Male
6,860
Married
0
PhD
null
29.347944
Suburban
Basic
1
5
725
3
2020-10-09 15:21:39.288099
Poor
No
Monthly
House
807
4,912
20
Female
62,843
Divorced
0
High School
Self-Employed
30.867457
Suburban
Comprehensive
1
5
351
9
2020-03-27 15:21:39.170099
Good
No
Weekly
House
1,677
4,913
47
Male
26,881
Married
3
Master's
Employed
27.979261
Rural
Comprehensive
1
6
589
7
2023-11-03 15:21:39.082499
Average
Yes
Rarely
House
959
4,914
46
Female
null
Divorced
0
High School
Employed
13.346672
Suburban
Basic
2
2
583
1
2019-09-07 15:21:39.168099
Good
Yes
Monthly
Apartment
3,734
4,915
59
Male
39,209
Single
0
High School
Employed
23.854808
Rural
Premium
1
2
718
7
2020-02-06 15:21:39.264504
Average
No
Rarely
Condo
1,747
4,916
22
Male
1,664
Married
2
High School
null
49.095368
Urban
Basic
null
8
822
1
2023-08-29 15:21:39.289099
Good
No
Daily
Apartment
3,073
4,917
30
Female
73,063
Divorced
2
PhD
Employed
37.153867
Suburban
Basic
0
5
348
3
2021-08-25 15:21:39.193945
Poor
No
Weekly
Apartment
781
4,918
34
Female
10,048
Divorced
null
Bachelor's
Unemployed
7.262203
Suburban
Basic
0
8
842
7
2024-06-14 15:21:39.147735
Average
Yes
Daily
Condo
1,433
4,919
27
Female
2,658
Single
0
PhD
Employed
46.982458
Urban
Basic
2
10
514
4
2023-06-22 15:21:39.134960
Poor
Yes
Monthly
Condo
2,516
4,920
54
Male
2,429
Married
2
High School
null
33.934756
Suburban
Comprehensive
2
13
804
4
2022-09-23 15:21:39.237118
Good
Yes
Daily
Apartment
593
4,921
44
Male
12,074
Single
4
Bachelor's
Employed
35.355848
Rural
Comprehensive
null
8
674
5
2021-12-26 15:21:39.186212
Good
Yes
Monthly
Apartment
537
4,922
33
Male
36,555
Single
4
Master's
Self-Employed
17.008915
Rural
Premium
0
8
588
8
2024-02-04 15:21:39.288099
Average
Yes
Weekly
Condo
172
4,923
61
Male
75,986
Divorced
2
Bachelor's
Unemployed
17.067888
Rural
Basic
null
5
314
4
2020-06-19 15:21:39.183598
Average
No
Monthly
Condo
571
4,924
32
Male
45,059
Divorced
2
Bachelor's
Unemployed
14.473462
Suburban
Comprehensive
2
17
418
4
2024-02-07 15:21:39.186212
null
No
Monthly
House
604
4,925
54
Female
52,306
Divorced
1
Master's
Employed
51.088882
Suburban
Comprehensive
1
12
445
6
2022-03-08 15:21:39.289099
Poor
No
Daily
Apartment
543
4,926
21
Male
16,456
null
4
Bachelor's
Self-Employed
15.671527
Rural
Comprehensive
null
5
642
1
2024-07-14 15:21:39.095696
Good
No
Monthly
Apartment
29
4,927
63
Male
96,924
Married
3
Bachelor's
null
30.456909
Urban
Basic
1
17
302
7
2019-10-05 15:21:39.216387
Average
No
Monthly
Apartment
1,713
4,928
40
Female
2,798
Single
3
High School
Unemployed
null
Rural
Comprehensive
null
6
313
1
2023-04-07 15:21:39.093681
Average
Yes
Monthly
Condo
722
4,929
39
Male
11,584
Married
2
Master's
Self-Employed
33.264556
Suburban
Premium
1
14
693
9
2023-12-21 15:21:39.165120
Average
No
Monthly
House
1,410
4,930
24
Male
121,888
Married
3
PhD
Unemployed
13.919504
Urban
Comprehensive
2
15
725
4
2020-01-22 15:21:39.119168
Good
Yes
Weekly
Condo
2,730
4,931
29
Male
null
Divorced
0
Master's
null
41.725729
Urban
Basic
0
4
391
5
2022-12-02 15:21:39.166062
Poor
Yes
Rarely
Condo
111
4,932
34
Female
5,510
Divorced
0
High School
Employed
41.755816
Rural
Comprehensive
0
19
531
8
2020-04-10 15:21:39.274993
Average
No
Monthly
House
2,666
4,933
27
Male
15,774
Divorced
2
High School
Employed
14.728839
Rural
Premium
0
6
null
2
2020-11-10 15:21:39.155231
Average
Yes
Monthly
Condo
1,745
4,934
62
Female
21,275
Married
3
Master's
Employed
20.223341
Urban
Premium
null
11
590
5
2020-11-17 15:21:39.095696
Average
Yes
Daily
House
1,916
4,935
51
Male
7,041
Married
2
Master's
Unemployed
21.494028
Suburban
Comprehensive
null
11
381
8
2020-05-29 15:21:39.088124
Average
Yes
Rarely
House
1,552
4,936
63
Male
5,894
Divorced
1
High School
null
15.824102
Urban
Basic
1
16
null
7
2022-06-12 15:21:39.134960
Average
No
Weekly
House
622
4,937
19
Female
44,629
Married
3
Bachelor's
null
19.559818
Urban
Basic
0
16
644
8
2020-05-05 15:21:39.180553
Average
No
Daily
House
24
4,938
59
Male
128,812
Single
2
PhD
Unemployed
6.673795
Suburban
Basic
0
5
361
2
2020-07-12 15:21:39.274993
Good
Yes
Weekly
Apartment
831
4,939
59
Male
14,072
Single
3
Master's
Employed
48.740859
Rural
Comprehensive
0
12
359
4
2021-11-06 15:21:39.273454
Poor
No
Monthly
Apartment
647
4,940
63
Female
101,065
Married
3
Bachelor's
Self-Employed
38.140436
Urban
Premium
0
12
691
7
2021-05-18 15:21:39.095696
null
Yes
Daily
Apartment
1,885
4,941
44
Male
547
Married
0
High School
Self-Employed
23.869477
Suburban
Basic
0
7
474
9
2022-02-16 15:21:39.261856
Good
No
Weekly
Apartment
1,256
4,942
59
Female
44,165
Single
4
Bachelor's
Self-Employed
40.683489
Urban
Basic
null
19
731
2
2021-11-18 15:21:39.125660
Good
Yes
Rarely
Apartment
761
4,943
33
Male
18,815
Married
null
Bachelor's
Employed
20.918609
Urban
Premium
null
13
323
9
2023-03-02 15:21:39.090124
null
No
Rarely
Apartment
510
4,944
64
Male
6,819
Divorced
3
Master's
null
32.331577
Suburban
Comprehensive
1
5
431
2
2020-05-27 15:21:39.237118
Poor
No
Weekly
House
1,420
4,945
52
Male
7,931
Married
0
PhD
Self-Employed
20.075042
Suburban
Premium
0
10
439
1
2021-02-07 15:21:39.231531
Good
Yes
Daily
Condo
318
4,946
22
Female
46,797
Single
2
High School
Employed
15.959561
Suburban
Basic
0
10
311
8
2021-09-25 15:21:39.228521
null
No
Daily
Condo
498
4,947
24
Male
53,889
Single
2
PhD
Unemployed
11.814186
Rural
Basic
0
2
552
9
2020-01-30 15:21:39.202448
Good
Yes
Weekly
Condo
130
4,948
22
Female
6,094
Divorced
null
High School
null
16.934694
Suburban
Comprehensive
0
9
716
2
2022-12-23 15:21:39.134960
Average
No
Monthly
Apartment
556
4,949
40
Male
65,934
Married
0
PhD
null
14.516551
Suburban
Premium
null
10
387
3
2021-10-29 15:21:39.098696
Poor
No
Monthly
Condo
952
4,950
51
Female
15,963
Married
2
Master's
Self-Employed
37.072159
Rural
Comprehensive
0
15
486
5
2023-12-15 15:21:39.155231
Average
Yes
Daily
Apartment
1,180
4,951
64
Female
13,791
Single
4
Master's
null
15.965267
Urban
Basic
1
15
681
5
2023-11-07 15:21:39.092127
Poor
Yes
Monthly
Condo
391
4,952
46
Male
9,616
Divorced
1
High School
Self-Employed
31.739508
Rural
Basic
2
13
530
7
2021-05-12 15:21:39.288099
Poor
No
Monthly
House
95
4,953
27
Male
44,931
Married
2
Bachelor's
Unemployed
16.939144
Suburban
Basic
null
2
481
8
2021-10-03 15:21:39.155231
Poor
Yes
Monthly
Condo
632
4,954
51
Male
35,297
Married
0
Bachelor's
Self-Employed
31.753054
Suburban
Comprehensive
null
18
710
2
2022-11-02 15:21:39.092127
Good
No
Daily
Apartment
1,322
4,955
52
Male
2,452
Single
1
PhD
Self-Employed
32.848508
Rural
Comprehensive
0
5
381
4
2023-06-01 15:21:39.154008
Good
No
Rarely
Apartment
1,199
4,956
54
Male
15,556
Single
1
Master's
Self-Employed
51.162288
Urban
Premium
null
4
827
4
2023-06-27 15:21:39.204790
null
No
Daily
Condo
767
4,957
20
Male
94,931
Married
0
High School
Unemployed
34.835943
Urban
Premium
null
6
449
6
2022-11-18 15:21:39.134960
Average
No
Daily
House
1,641
4,958
63
Female
18,716
Married
0
PhD
null
21.724365
Urban
Comprehensive
2
1
null
5
2019-09-09 15:21:39.231531
Average
Yes
Weekly
House
134
4,959
51
Female
27,383
Single
3
Bachelor's
Employed
33.927971
Rural
Premium
null
16
816
7
2023-02-08 15:21:39.167099
Poor
Yes
Daily
Apartment
611
4,960
38
Male
17,822
Married
2
Master's
Unemployed
14.231809
Rural
Basic
0
16
421
2
2019-09-19 15:21:39.097737
null
Yes
Weekly
House
1,337
4,961
41
Female
20,451
Married
null
Bachelor's
Employed
41.681909
Suburban
Premium
1
15
577
8
2021-02-08 15:21:39.092127
Poor
No
Monthly
Condo
473
4,962
54
Male
1,067
Single
3
PhD
Self-Employed
27.927597
Suburban
Comprehensive
null
12
375
1
2021-08-08 15:21:39.208842
Poor
No
Monthly
Apartment
792
4,963
31
Female
15,242
Divorced
2
Master's
Employed
42.272351
Rural
Comprehensive
null
5
null
4
2020-01-05 15:21:39.155231
Average
No
Daily
House
661
4,964
31
Female
29,861
Married
0
PhD
Self-Employed
12.648969
Rural
Comprehensive
1
18
535
6
2023-09-29 15:21:39.248098
Average
Yes
Monthly
House
519
4,965
62
Male
17,961
Single
4
Bachelor's
Unemployed
13.946117
Urban
Premium
3
19
690
6
2020-02-02 15:21:39.094752
Poor
Yes
Weekly
Apartment
1,004
4,966
48
Male
129,937
Married
4
Master's
null
null
Rural
Premium
null
19
461
2
2021-08-01 15:21:39.189223
Good
No
Weekly
Condo
1,662
4,967
24
Female
59,506
Married
1
Master's
Employed
27.386797
Rural
Comprehensive
1
2
381
9
2023-09-21 15:21:39.079128
Poor
Yes
Daily
House
1,734
4,968
27
Female
8,646
Divorced
4
Bachelor's
Self-Employed
8.927379
Suburban
Premium
1
3
738
1
2023-01-05 15:21:39.206847
Average
Yes
Daily
Apartment
3,191
4,969
34
Male
24,862
Single
1
Bachelor's
Self-Employed
29.268534
Urban
Premium
1
2
778
1
2022-01-05 15:21:39.131192
Good
No
Weekly
Condo
595
4,970
31
Female
55,100
Single
4
PhD
null
36.049721
Rural
Comprehensive
2
11
451
3
2020-02-09 15:21:39.236064
Good
Yes
Daily
Condo
2,291
4,971
30
Male
2,760
Divorced
0
PhD
Employed
50.168881
Rural
Premium
null
7
415
3
2023-05-21 15:21:39.155231
Good
No
Rarely
Apartment
455
4,972
46
Male
2,312
Single
2
High School
null
37.843239
Rural
Premium
0
12
462
6
2020-10-26 15:21:39.120168
Poor
No
Weekly
Apartment
48
4,973
61
Male
null
Married
1
Bachelor's
Self-Employed
18.372583
Suburban
Premium
2
18
578
9
2023-07-13 15:21:39.226954
Poor
No
Daily
House
183
4,974
60
Female
20,311
Married
3
High School
null
48.081194
Rural
Basic
1
12
625
1
2022-05-05 15:21:39.155231
Average
Yes
Daily
House
246
4,975
20
Male
16,272
Married
2
High School
null
6.695589
Suburban
Comprehensive
1
7
816
7
2022-10-14 15:21:39.086123
Poor
Yes
Monthly
Apartment
1,628
4,976
35
Male
23,782
Married
0
Bachelor's
Unemployed
35.591395
Rural
Basic
0
12
461
4
2019-11-26 15:21:39.192212
Average
Yes
Monthly
Apartment
939
4,977
19
Female
6,826
Married
4
Bachelor's
null
6.607631
Rural
Comprehensive
0
0
673
5
2020-06-26 15:21:39.143708
Poor
Yes
Weekly
Apartment
746
4,978
30
Male
65,833
Married
4
Bachelor's
Unemployed
36.751349
Suburban
Comprehensive
0
17
370
1
2021-01-24 15:21:39.134960
Average
No
Monthly
Condo
1,363
4,979
59
Female
3,537
Married
3
PhD
Unemployed
11.719043
Urban
Comprehensive
1
13
815
9
2022-03-06 15:21:39.202448
Average
No
Monthly
House
49
4,980
44
Male
3,848
Married
3
High School
Employed
47.756775
Rural
Premium
0
19
441
1
2021-04-03 15:21:39.219432
Good
No
Monthly
House
1,346
4,981
48
Female
45,368
Divorced
2
Bachelor's
null
24.415219
Suburban
Premium
null
17
479
4
2020-12-08 15:21:39.280784
Poor
Yes
Daily
Condo
4,524
4,982
44
Female
null
Married
4
Bachelor's
Unemployed
20.858282
Urban
Comprehensive
null
17
422
8
2020-05-17 15:21:39.202448
Poor
No
Monthly
House
1,223
4,983
34
Male
100,991
Married
4
High School
Employed
30.484435
Urban
Basic
0
2
501
4
2023-04-05 15:21:39.151732
Poor
No
Monthly
Condo
3,063
4,984
54
Male
20
Married
null
PhD
Unemployed
49.090322
Rural
Basic
null
5
833
8
2022-12-17 15:21:39.199447
Average
No
Monthly
House
1,651
4,985
38
Male
69,706
Divorced
2
PhD
Self-Employed
18.594477
Suburban
Comprehensive
0
15
575
9
2023-02-25 15:21:39.134960
Poor
No
Weekly
House
267
4,986
64
Male
19,337
Married
3
PhD
Employed
34.979398
Suburban
Basic
null
7
519
2
2023-04-05 15:21:39.256696
null
Yes
Monthly
Apartment
790
4,987
54
Female
120,898
Single
2
PhD
Unemployed
30.154875
Suburban
Comprehensive
0
1
727
4
2019-10-10 15:21:39.170099
null
Yes
Rarely
Apartment
1,380
4,988
38
Male
27,299
Single
2
High School
Self-Employed
17.670079
Rural
Premium
null
0
455
6
2022-09-25 15:21:39.225916
Average
No
Daily
House
519
4,989
61
Female
122,316
Single
3
PhD
Employed
31.396063
Urban
Premium
1
13
339
6
2023-02-13 15:21:39.155231
Good
Yes
Daily
Condo
926
4,990
23
Female
1,790
Single
2
Bachelor's
Employed
43.638313
Rural
Basic
0
2
804
3
2019-09-04 15:21:39.170099
Poor
Yes
Daily
Condo
1,052
4,991
34
Female
19,831
Single
4
PhD
null
28.481524
Urban
Basic
1
2
795
7
2021-03-08 15:21:39.282785
null
Yes
Monthly
Apartment
191
4,992
26
Male
30,595
Divorced
2
High School
null
23.735732
Urban
Premium
null
19
null
4
2022-12-21 15:21:39.174719
Good
No
Daily
Apartment
364
4,993
52
Male
801
Divorced
0
Bachelor's
Unemployed
3.857219
Suburban
Premium
0
1
748
4
2019-08-28 15:21:39.125660
Poor
No
Rarely
House
119
4,994
61
Female
3,118
Divorced
2
PhD
null
27.204927
Suburban
Premium
2
14
719
5
2021-06-05 15:21:39.121169
Good
Yes
Weekly
House
456
4,995
58
Male
26,076
Divorced
2
Master's
Unemployed
20.837454
Suburban
Basic
0
18
802
1
2021-08-13 15:21:39.186212
Average
No
Monthly
Condo
517
4,996
28
Male
25,246
Single
0
Bachelor's
Employed
34.180743
Rural
Basic
1
0
497
3
2022-02-17 15:21:39.155231
Good
No
Weekly
House
1,447
4,997
26
Male
5,894
Divorced
3
Master's
Unemployed
24.63377
Rural
Comprehensive
1
3
639
5
2021-03-06 15:21:39.155231
Good
No
Weekly
Condo
1,662
4,998
64
Female
53,336
Married
0
Bachelor's
null
24.270824
Rural
Basic
0
0
423
2
2024-02-01 15:21:39.131192
Average
No
Daily
Condo
452
4,999
64
Female
9,095
Single
3
High School
Self-Employed
23.28171
Urban
Premium
0
12
522
8
2023-05-21 15:21:39.230483
Good
No
Daily
Apartment
1,708