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
1,178,900
61
Female
17,114
Single
0
PhD
Unemployed
14.85651
Suburban
Comprehensive
0
12
562
4
2023-10-12 15:21:39.208842
Good
Yes
Monthly
Condo
34
1,178,901
48
Female
20,891
Married
0
Master's
null
42.497413
Suburban
Comprehensive
null
0
817
8
2021-02-19 15:21:39.134960
Good
No
Daily
Condo
3,267
1,178,902
49
Male
3,440
Single
2
Bachelor's
Unemployed
8.029418
Suburban
Basic
2
3
704
7
2019-08-19 15:21:39.134960
null
No
Weekly
Condo
655
1,178,903
53
Male
17,123
Single
0
PhD
Employed
31.446465
Urban
Basic
1
9
566
6
2021-04-25 15:21:39.208842
Poor
Yes
Monthly
Apartment
705
1,178,904
52
Female
28,997
Divorced
0
PhD
Self-Employed
39.636208
Rural
Basic
null
3
null
1
2020-07-30 15:21:39.245086
Poor
No
Monthly
Apartment
1,061
1,178,905
64
Female
6,707
Married
1
Bachelor's
Self-Employed
41.362701
Suburban
Comprehensive
0
13
691
9
2022-11-29 15:21:39.183598
Good
No
Weekly
Condo
561
1,178,906
36
Female
27,804
Married
0
PhD
Self-Employed
4.536518
Suburban
Comprehensive
1
2
761
9
2020-06-06 15:21:39.082499
Poor
No
Weekly
Condo
101
1,178,907
51
Male
19,317
Single
2
Bachelor's
null
9.071999
Rural
Premium
null
13
762
1
2019-09-23 15:21:39.079128
Average
No
Daily
Condo
562
1,178,908
49
Female
24,927
Single
null
PhD
Self-Employed
32.390469
Suburban
Comprehensive
null
16
798
5
2020-09-12 15:21:39.134960
Good
Yes
Weekly
Apartment
1,501
1,178,909
31
Female
2,452
Married
0
PhD
Employed
27.926115
Suburban
Comprehensive
null
9
467
5
2022-09-01 15:21:39.085129
Average
No
Weekly
Apartment
822
1,178,910
20
Female
10,098
Divorced
2
PhD
Self-Employed
18.694548
Suburban
Premium
null
12
585
1
2023-11-29 15:21:39.092127
null
Yes
Rarely
Apartment
1,725
1,178,911
34
Male
null
Single
0
High School
Unemployed
18.35276
Suburban
Comprehensive
2
11
364
4
2019-10-04 15:21:39.219432
Average
Yes
Weekly
Apartment
709
1,178,912
58
Female
72,280
Married
2
Master's
null
51.482804
Rural
Comprehensive
null
12
643
4
2024-05-10 15:21:39.263607
Good
Yes
Weekly
Condo
2,167
1,178,913
55
Male
51,440
Divorced
4
Master's
Unemployed
null
Suburban
Comprehensive
2
18
749
6
2019-12-23 15:21:39.154008
Good
Yes
Weekly
Condo
654
1,178,914
62
Male
536
Married
1
High School
Employed
13.247799
Urban
Basic
2
2
731
4
2021-02-22 15:21:39.155231
Average
No
Daily
House
721
1,178,915
24
Female
24,868
Married
0
High School
null
22.992243
Rural
Comprehensive
null
0
454
3
2020-05-27 15:21:39.155231
Good
Yes
Rarely
House
248
1,178,916
54
Male
8,791
Single
1
Master's
Unemployed
27.735984
Urban
Comprehensive
1
14
658
5
2020-12-04 15:21:39.184157
Average
No
Monthly
Condo
562
1,178,917
58
Female
6,909
Married
3
PhD
Self-Employed
16.965256
Suburban
Premium
null
19
636
3
2021-09-10 15:21:39.155231
Average
No
Rarely
Condo
632
1,178,918
64
Male
116,590
Single
3
High School
null
null
Urban
Premium
null
6
494
7
2021-07-27 15:21:39.237118
Average
Yes
Rarely
Condo
2,655
1,178,919
47
Male
29,708
Married
3
High School
null
45.097305
Urban
Premium
2
11
738
2
2020-06-09 15:21:39.171102
Good
Yes
Weekly
Apartment
1,424
1,178,920
39
Male
81
Divorced
4
PhD
Unemployed
27.929402
Suburban
Comprehensive
null
18
658
8
2021-12-28 15:21:39.146733
Poor
Yes
Rarely
Condo
77
1,178,921
32
Male
6,862
Married
1
Bachelor's
Self-Employed
24.975746
Rural
Basic
2
19
831
5
2020-01-11 15:21:39.285112
Poor
Yes
Rarely
House
2,698
1,178,922
21
Female
11,527
Married
3
PhD
Employed
13.724168
Urban
Basic
null
14
603
1
2024-08-04 15:21:39.188220
Poor
No
Weekly
House
1,019
1,178,923
25
Male
4,901
Single
2
High School
Unemployed
24.194468
Suburban
Premium
2
8
691
5
2021-03-14 15:21:39.149731
Poor
Yes
Weekly
House
80
1,178,924
45
Male
6,959
Single
null
Master's
null
29.067786
Urban
Comprehensive
0
14
764
9
2023-05-12 15:21:39.264504
Good
No
Daily
House
1,640
1,178,925
51
Female
44,915
Divorced
0
Bachelor's
Self-Employed
34.318025
Suburban
Basic
null
12
718
7
2022-08-06 15:21:39.082499
Average
No
Weekly
Apartment
719
1,178,926
61
Female
92,951
Married
4
High School
Employed
30.180381
Urban
Basic
1
9
307
3
2021-12-25 15:21:39.170099
Poor
No
Rarely
House
3,646
1,178,927
52
Female
9,081
Single
1
Bachelor's
Employed
22.946012
Suburban
Basic
2
4
449
6
2019-10-07 15:21:39.128286
Average
No
Rarely
Apartment
2,142
1,178,928
21
Male
76,956
Single
3
PhD
null
10.82251
Suburban
Comprehensive
2
10
607
7
2020-04-20 15:21:39.111551
Average
Yes
Daily
House
25
1,178,929
22
Male
9,005
Married
2
PhD
Unemployed
27.07196
Urban
Basic
1
5
807
2
2020-10-02 15:21:39.087123
Good
Yes
Monthly
Condo
900
1,178,930
30
Male
21,934
Single
2
Master's
Employed
25.403681
Rural
Premium
1
5
null
3
2021-09-19 15:21:39.134960
Poor
No
Weekly
Apartment
1,329
1,178,931
52
Male
1,808
Single
3
PhD
null
11.071228
Rural
Comprehensive
null
18
469
1
2022-01-09 15:21:39.237118
Good
No
Daily
Condo
2,133
1,178,932
47
Male
8,069
Single
2
High School
Self-Employed
39.858596
Suburban
Basic
0
9
null
4
2020-09-17 15:21:39.282785
Average
Yes
Weekly
Condo
2,104
1,178,933
54
Male
44,131
Divorced
null
High School
null
49.595792
Rural
Comprehensive
1
5
310
2
2024-05-05 15:21:39.232526
Poor
No
Weekly
Apartment
1,324
1,178,934
26
Male
25,756
Divorced
2
Master's
null
18.611838
Rural
Premium
1
4
564
1
2023-10-26 15:21:39.237118
Average
Yes
Daily
Condo
2,028
1,178,935
57
Male
21,761
Married
0
High School
Self-Employed
33.859631
Suburban
Premium
1
1
784
4
2024-07-20 15:21:39.172097
Poor
Yes
Monthly
Condo
1,986
1,178,936
56
Female
20,498
Married
1
High School
Unemployed
20.091311
Urban
Basic
null
4
755
4
2023-05-14 15:21:39.219432
Poor
Yes
Monthly
Condo
2,108
1,178,937
20
Male
2,899
Single
0
Bachelor's
Self-Employed
39.620171
Urban
Premium
1
7
534
6
2019-11-20 15:21:39.090124
Average
No
Daily
Condo
769
1,178,938
38
Male
39,721
Single
4
PhD
Employed
19.202702
Urban
Basic
0
19
477
7
2020-09-29 15:21:39.174719
Poor
Yes
Rarely
House
2,361
1,178,939
25
Male
29,585
Single
1
PhD
Unemployed
32.868288
Suburban
Basic
0
6
834
8
2023-09-01 15:21:39.155231
Good
Yes
Daily
House
784
1,178,940
33
Female
54,960
Divorced
2
PhD
Employed
20.977732
Suburban
Basic
1
8
699
3
2021-12-20 15:21:39.171102
Poor
No
Weekly
Condo
49
1,178,941
29
Male
81,454
Single
4
Master's
Employed
10.136441
Suburban
Comprehensive
5
0
357
3
2019-11-16 15:21:39.081504
Average
No
Weekly
Apartment
1,193
1,178,942
40
Male
9,862
Married
2
Master's
Employed
11.908176
Suburban
Premium
0
18
582
5
2023-07-26 15:21:39.226954
Average
Yes
Daily
Apartment
606
1,178,943
18
Female
22,123
Married
1
Bachelor's
Self-Employed
15.073996
Rural
Premium
null
16
825
6
2022-10-22 15:21:39.274993
Average
No
Weekly
House
903
1,178,944
62
Female
26,625
Married
4
Bachelor's
null
null
Rural
Basic
null
10
699
2
2022-09-06 15:21:39.134960
Poor
No
Rarely
Condo
728
1,178,945
22
Male
14,077
Married
0
High School
Self-Employed
4.634454
Urban
Basic
0
12
null
6
2022-03-29 15:21:39.134960
Average
Yes
Rarely
House
1,525
1,178,946
55
Female
1,196
Divorced
0
Bachelor's
Employed
10.396913
Suburban
Comprehensive
1
14
538
1
2022-08-08 15:21:39.261856
Average
Yes
Monthly
Apartment
23
1,178,947
58
Male
37,944
Single
4
High School
null
39.943131
Urban
Comprehensive
1
16
782
1
2022-06-26 15:21:39.154008
Good
Yes
Weekly
House
1,019
1,178,948
38
Female
20,891
Divorced
0
High School
Self-Employed
21.917407
Urban
Comprehensive
null
14
838
1
2020-12-04 15:21:39.172097
Average
No
Rarely
House
1,732
1,178,949
18
Female
1,174
Divorced
0
High School
Employed
46.264056
Rural
Premium
0
19
848
5
2024-05-31 15:21:39.147735
Good
No
Daily
Condo
3,521
1,178,950
64
Female
2,889
Single
0
Master's
Unemployed
16.485345
Rural
Basic
0
10
657
5
2019-10-12 15:21:39.237118
Average
No
Monthly
Apartment
2,216
1,178,951
31
Female
123,255
Married
4
Master's
Employed
23.784677
Rural
Basic
0
9
337
3
2022-01-05 15:21:39.244069
Poor
Yes
Daily
House
813
1,178,952
54
Male
1,851
Divorced
4
Bachelor's
null
48.772562
Suburban
Comprehensive
1
0
534
6
2021-02-23 15:21:39.087123
Average
No
Weekly
Apartment
1,970
1,178,953
28
Male
33,125
Single
0
Master's
Unemployed
22.068475
Urban
Premium
2
9
741
7
2024-06-03 15:21:39.226954
Good
Yes
Monthly
Apartment
358
1,178,954
19
Female
24,224
Married
4
Bachelor's
Employed
17.632305
Suburban
Basic
0
17
513
7
2022-02-08 15:21:39.279729
Poor
No
Monthly
Apartment
1,053
1,178,955
34
Male
40,552
Single
2
PhD
null
20.633292
Urban
Basic
2
4
590
1
2022-01-02 15:21:39.265513
Poor
No
Rarely
Condo
713
1,178,956
62
Male
37,344
Divorced
4
PhD
Employed
51.061823
Rural
Premium
1
8
537
1
2023-08-16 15:21:39.082499
Good
No
Rarely
Condo
1,913
1,178,957
20
Male
50,633
Married
0
PhD
Unemployed
35.472031
Suburban
Premium
2
12
786
8
2020-12-22 15:21:39.134960
Poor
Yes
Weekly
Apartment
112
1,178,958
47
Male
43,492
Divorced
0
Master's
null
28.059868
Urban
Premium
0
2
382
3
2022-02-21 15:21:39.247098
Average
Yes
Rarely
House
977
1,178,959
35
Female
8,481
Divorced
3
Bachelor's
Employed
24.286726
Suburban
Comprehensive
null
16
396
7
2021-11-20 15:21:39.224915
Poor
Yes
Rarely
Condo
447
1,178,960
46
Male
20,893
Divorced
0
High School
Unemployed
13.936954
Urban
Basic
null
4
354
4
2022-12-15 15:21:39.258696
Good
No
Rarely
Condo
657
1,178,961
42
Male
1,066
Single
0
Master's
Unemployed
21.923994
Rural
Premium
1
1
341
8
2021-02-20 15:21:39.132191
Average
Yes
Rarely
House
874
1,178,962
53
Male
1,694
Divorced
3
Bachelor's
Employed
18.014884
Urban
Basic
null
1
474
4
2021-03-30 15:21:39.188220
Average
Yes
Daily
House
1,156
1,178,963
54
Male
123,306
Single
3
High School
null
48.717853
Rural
Basic
2
14
797
6
2021-12-23 15:21:39.218388
Poor
Yes
Monthly
Condo
248
1,178,964
62
Female
36,316
Divorced
3
High School
Unemployed
5.398638
Suburban
Comprehensive
0
18
786
3
2023-04-08 15:21:39.082499
Good
Yes
Daily
Apartment
1,033
1,178,965
39
Male
109,179
Divorced
2
High School
Employed
15.959609
Rural
Premium
0
18
511
9
2020-12-25 15:21:39.261856
Poor
Yes
Rarely
Apartment
355
1,178,966
26
Male
6,894
Divorced
2
High School
Self-Employed
17.737849
Urban
Premium
0
6
579
6
2023-01-13 15:21:39.205850
Good
Yes
Weekly
Condo
1,122
1,178,967
31
Male
106,883
Single
2
Master's
Unemployed
34.882246
Suburban
Basic
1
16
563
3
2020-11-30 15:21:39.286113
Poor
Yes
Monthly
House
172
1,178,968
45
Female
9,288
Married
0
High School
null
34.835904
Urban
Basic
null
2
626
1
2023-09-23 15:21:39.283783
Good
No
Rarely
House
711
1,178,969
42
Female
99,856
Married
0
Bachelor's
Unemployed
23.294464
Rural
Comprehensive
2
6
697
8
2020-09-20 15:21:39.166062
null
Yes
Weekly
House
1,263
1,178,970
30
Male
null
Single
4
Bachelor's
null
34.945302
Urban
Basic
null
4
371
8
2021-08-08 15:21:39.111551
Poor
No
Daily
House
372
1,178,971
40
Female
11,551
Divorced
2
Master's
null
42.560854
Urban
Comprehensive
2
19
313
9
2021-05-20 15:21:39.173834
Poor
No
Rarely
Condo
1,793
1,178,972
56
Female
77,921
Divorced
1
PhD
null
30.521196
Urban
Basic
0
10
407
7
2024-08-12 15:21:39.134960
Poor
Yes
Daily
House
749
1,178,973
null
Male
22,916
Married
4
Master's
Unemployed
25.383399
Suburban
Comprehensive
1
17
410
6
2023-03-11 15:21:39.089116
Average
Yes
Weekly
Apartment
722
1,178,974
29
Female
35,178
Divorced
4
Master's
Employed
13.774983
Urban
Basic
3
19
480
2
2024-02-04 15:21:39.237118
Poor
No
Monthly
Apartment
3,524
1,178,975
49
Female
1,335
Divorced
3
High School
null
12.914278
Suburban
Premium
1
10
617
4
2021-02-20 15:21:39.134960
Poor
No
Weekly
Condo
25
1,178,976
46
Male
45,624
Single
4
PhD
Employed
37.858175
Urban
Premium
0
8
805
2
2020-03-28 15:21:39.250151
Good
Yes
Daily
Apartment
495
1,178,977
19
Male
11,219
Divorced
3
Bachelor's
Unemployed
51.961904
Urban
Premium
1
9
729
9
2022-04-02 15:21:39.100695
Good
Yes
Daily
House
115
1,178,978
43
Male
6,920
Single
2
Master's
null
47.751636
Rural
Premium
0
11
647
2
2024-01-20 15:21:39.237118
Average
No
Rarely
Apartment
1,117
1,178,979
39
Male
51,860
Single
0
High School
null
33.619181
Urban
Comprehensive
2
4
660
6
2023-03-23 15:21:39.084065
Good
No
Daily
Apartment
396
1,178,980
51
Female
24,140
Single
2
Bachelor's
Employed
27.616838
Rural
Premium
1
17
752
6
2024-07-07 15:21:39.224915
Good
Yes
Rarely
Apartment
27
1,178,981
null
Female
3,636
Married
2
Bachelor's
Employed
13.030812
Suburban
Premium
1
18
411
3
2023-02-10 15:21:39.099739
Good
Yes
Rarely
House
1,854
1,178,982
31
Female
41,391
Single
null
PhD
Self-Employed
42.681197
Rural
Comprehensive
0
1
659
7
2022-09-22 15:21:39.261856
Poor
Yes
Daily
House
1,159
1,178,983
27
Male
17,992
Married
3
Bachelor's
Employed
44.96678
Urban
Comprehensive
null
0
785
4
2024-02-23 15:21:39.223390
Good
No
Rarely
Condo
772
1,178,984
46
Female
61,419
Divorced
2
Bachelor's
null
40.292213
Rural
Basic
1
18
453
9
2024-07-04 15:21:39.147735
Average
Yes
Weekly
House
1,110
1,178,985
25
Female
17,924
Married
4
Bachelor's
null
27.492417
Urban
Basic
1
9
684
3
2023-03-20 15:21:39.112553
Average
Yes
Daily
House
236
1,178,986
52
Female
122,269
Married
4
Master's
Employed
16.828653
Urban
Basic
null
8
778
6
2020-08-12 15:21:39.148733
Good
No
Daily
House
88
1,178,987
47
Female
15,380
Married
null
PhD
Employed
35.694908
Rural
Premium
0
10
null
7
2020-09-27 15:21:39.226954
Poor
Yes
Rarely
Condo
860
1,178,988
36
Female
85,964
Single
2
Bachelor's
Self-Employed
29.158909
Urban
Premium
2
11
306
8
2024-06-30 15:21:39.083497
Average
Yes
Daily
Apartment
757
1,178,989
null
Female
397
Married
3
PhD
Unemployed
23.240537
Urban
Premium
3
16
507
1
2021-09-17 15:21:39.096739
Average
Yes
Daily
House
635
1,178,990
23
Male
488
Married
0
PhD
Unemployed
null
Rural
Premium
null
0
698
4
2022-05-22 15:21:39.092127
Average
No
Monthly
Condo
522
1,178,991
29
Male
16,696
Married
3
Bachelor's
Employed
20.124733
Suburban
Comprehensive
null
2
584
8
2021-09-05 15:21:39.132191
Average
No
Daily
Condo
2,268
1,178,992
57
Male
49,520
Married
3
High School
null
50.757413
Urban
Basic
0
18
420
9
2022-11-25 15:21:39.096739
Good
Yes
Monthly
House
1,644
1,178,993
51
Female
3,329
Married
1
PhD
null
21.73513
Urban
Comprehensive
1
4
485
4
2021-07-25 15:21:39.180553
Average
No
Monthly
Condo
1,616
1,178,994
48
Female
20,881
Divorced
1
Bachelor's
Self-Employed
15.737759
Rural
Premium
null
1
837
3
2021-08-17 15:21:39.134960
Average
No
Daily
Condo
483
1,178,995
48
Female
28,886
Married
3
Master's
Unemployed
27.933271
Suburban
Premium
4
2
846
3
2024-01-25 15:21:39.192212
Average
No
Daily
House
1,363
1,178,996
55
Male
141,588
Divorced
0
Master's
Unemployed
33.845792
Urban
Comprehensive
null
9
403
1
2020-07-30 15:21:39.164044
Good
No
Weekly
House
774
1,178,997
33
Male
5,892
Divorced
1
Master's
Employed
11.719041
Urban
Comprehensive
3
14
535
7
2020-08-04 15:21:39.254678
Poor
Yes
Weekly
Apartment
813
1,178,998
45
Male
4,094
Single
0
Bachelor's
Employed
3.223938
Rural
Comprehensive
1
8
null
7
2019-12-18 15:21:39.154008
Good
No
Monthly
Apartment
1,822
1,178,999
47
Female
7,629
Divorced
0
Bachelor's
Unemployed
42.581187
Urban
Premium
1
4
549
9
2019-09-04 15:21:39.089116
Average
Yes
Daily
Apartment
834