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
1,172,900
24
Male
38,962
Divorced
4
Master's
Unemployed
8.888967
Rural
Basic
2
16
548
1
2020-06-26 15:21:39.261856
Good
Yes
Daily
Condo
792
1,172,901
28
Female
33,749
Single
4
PhD
null
27.810046
Suburban
Premium
0
0
null
5
2023-07-04 15:21:39.259648
Good
Yes
Monthly
Apartment
2,305
1,172,902
21
Male
6,841
Married
2
PhD
Employed
19.473886
Rural
Basic
0
14
538
9
2021-06-20 15:21:39.226954
Good
No
Daily
Condo
153
1,172,903
36
Male
30,224
Divorced
1
Bachelor's
null
35.58436
Urban
Premium
1
4
766
5
2024-04-01 15:21:39.134960
Poor
Yes
Rarely
House
774
1,172,904
28
Male
44,715
Divorced
null
PhD
Employed
26.167947
Urban
Basic
null
2
802
8
2021-05-14 15:21:39.188220
Average
Yes
Weekly
Condo
1,337
1,172,905
23
Male
66,468
Married
0
Bachelor's
Employed
null
Urban
Premium
null
6
506
1
2023-02-26 15:21:39.134960
Poor
No
Daily
Apartment
1,009
1,172,906
38
Male
74,889
Single
3
PhD
Self-Employed
null
Urban
Premium
1
7
478
4
2022-11-14 15:21:39.086123
Poor
No
Weekly
Apartment
923
1,172,907
28
Female
67,899
Single
1
High School
Unemployed
17.686716
Urban
Comprehensive
0
9
446
8
2021-11-23 15:21:39.082499
Average
No
Rarely
House
2,073
1,172,908
36
Male
30,407
Single
3
Master's
Unemployed
16.717916
Urban
Basic
1
13
442
9
2020-11-02 15:21:39.091080
null
Yes
Rarely
Condo
567
1,172,909
40
Female
25,011
Married
0
Bachelor's
Employed
22.739217
Suburban
Comprehensive
null
3
594
4
2021-06-23 15:21:39.289099
Average
Yes
Weekly
Condo
513
1,172,910
26
Male
23,913
Married
0
Bachelor's
Unemployed
12.848269
Urban
Comprehensive
1
7
775
6
2024-03-14 15:21:39.104139
Good
No
Daily
Condo
448
1,172,911
33
Female
40,343
Married
2
High School
Employed
24.998933
Rural
Premium
1
19
485
7
2023-06-30 15:21:39.178918
null
No
Weekly
Condo
1,035
1,172,912
26
Male
2,456
null
null
High School
Unemployed
9.979017
Urban
Basic
0
5
578
7
2023-07-06 15:21:39.155231
Poor
Yes
Monthly
Condo
576
1,172,913
50
Male
8,970
Divorced
0
PhD
Unemployed
20.865905
Rural
Comprehensive
null
13
null
4
2023-12-07 15:21:39.237118
Poor
Yes
Weekly
Condo
1,040
1,172,914
38
Male
6,544
Married
null
High School
Self-Employed
40.894266
Suburban
Premium
0
7
636
2
2021-05-26 15:21:39.229482
Good
Yes
Daily
House
860
1,172,915
57
Female
61,162
Married
0
High School
Employed
31.285946
Suburban
Basic
1
18
827
2
2022-02-14 15:21:39.260856
Poor
Yes
Daily
House
191
1,172,916
34
Male
59,330
Single
1
Bachelor's
Employed
21.06095
Suburban
Premium
1
18
447
5
2019-09-21 15:21:39.231531
Good
Yes
Daily
Apartment
54
1,172,917
23
Male
23,015
Married
4
PhD
Employed
28.120788
Urban
Premium
1
4
624
2
2020-04-17 15:21:39.221386
Average
No
Monthly
Condo
562
1,172,918
21
Male
714
Divorced
2
High School
null
8.564431
Rural
Comprehensive
0
17
470
6
2020-01-01 15:21:39.131192
Good
Yes
Rarely
Condo
612
1,172,919
57
Male
13,300
Divorced
0
PhD
null
44.662286
Rural
Basic
2
12
677
2
2021-02-25 15:21:39.178918
Average
Yes
Rarely
House
4,045
1,172,920
48
Female
39,589
null
4
Master's
Unemployed
49.054413
Suburban
Comprehensive
2
9
736
2
2024-07-05 15:21:39.252145
Good
Yes
Weekly
House
2,799
1,172,921
57
Female
38,561
Single
3
High School
Unemployed
33.890599
Urban
Basic
null
4
576
5
2020-02-26 15:21:39.180553
Average
No
Monthly
Condo
1,318
1,172,922
22
Female
12,407
Single
2
Master's
Employed
20.493717
Rural
Comprehensive
null
4
455
3
2020-05-16 15:21:39.288099
Poor
Yes
Weekly
Apartment
4,471
1,172,923
31
Female
814
Married
4
High School
Unemployed
12.793283
Rural
Basic
3
9
677
5
2019-12-10 15:21:39.209847
Good
No
Weekly
Condo
837
1,172,924
36
Male
1,369
Single
null
High School
null
49.254565
Urban
Premium
null
5
null
8
2020-03-11 15:21:39.204790
Poor
No
Monthly
Apartment
25
1,172,925
61
Male
17,272
Divorced
0
PhD
Employed
22.492349
Rural
Premium
0
8
709
4
2020-11-30 15:21:39.155231
Good
Yes
Rarely
Apartment
2,869
1,172,926
47
Female
23,720
Divorced
4
Master's
null
32.038535
Suburban
Premium
null
9
762
3
2024-05-09 15:21:39.168099
Average
No
Daily
House
687
1,172,927
46
Female
658
Divorced
null
Bachelor's
Employed
44.777028
Rural
Premium
3
13
585
2
2022-04-09 15:21:39.155231
Average
Yes
Weekly
Apartment
782
1,172,928
62
Female
4,908
Married
0
Bachelor's
Self-Employed
27.383064
Urban
Basic
1
17
742
2
2023-01-21 15:21:39.155231
Good
No
Rarely
Apartment
2,811
1,172,929
49
Female
5,045
Single
null
High School
null
31.907369
Suburban
Comprehensive
1
2
622
5
2020-03-05 15:21:39.125660
Poor
Yes
Rarely
House
268
1,172,930
20
Female
37,881
Married
1
Master's
Unemployed
13.442631
Rural
Comprehensive
1
15
835
9
2023-06-24 15:21:39.237118
Average
Yes
Daily
Apartment
1,740
1,172,931
39
Male
3,565
Divorced
1
PhD
null
54.264881
Rural
Premium
1
18
577
9
2024-04-20 15:21:39.117183
null
Yes
Daily
Condo
1,107
1,172,932
57
Female
18,671
Married
1
High School
null
18.918816
Urban
Basic
null
1
786
5
2020-07-20 15:21:39.237118
Good
No
Monthly
Condo
2,433
1,172,933
64
Male
22,297
Divorced
4
High School
Employed
40.839857
Urban
Premium
null
0
439
9
2024-07-14 15:21:39.199447
Poor
Yes
Daily
House
2,418
1,172,934
49
Male
966
Divorced
4
High School
Self-Employed
37.754728
Urban
Comprehensive
null
3
699
6
2020-03-07 15:21:39.147735
Poor
Yes
Monthly
Condo
130
1,172,935
28
Female
3,801
Married
3
PhD
null
39.835638
Suburban
Premium
1
12
746
6
2020-11-03 15:21:39.283783
null
Yes
Weekly
House
632
1,172,936
26
Male
47,253
null
2
High School
Self-Employed
28.140818
Urban
Premium
null
7
null
5
2021-06-29 15:21:39.172097
Poor
Yes
Monthly
Condo
3,262
1,172,937
19
Male
26,939
Single
2
Bachelor's
null
27.845006
Rural
Premium
null
17
582
2
2023-07-31 15:21:39.102694
Good
Yes
Rarely
House
469
1,172,938
44
Female
121,280
Single
1
Master's
null
20.985849
Suburban
Comprehensive
3
17
462
7
2024-06-11 15:21:39.194829
null
No
Daily
House
642
1,172,939
42
Female
5,426
Single
4
PhD
Unemployed
16.674406
Suburban
Basic
1
2
590
2
2019-12-03 15:21:39.095696
Poor
No
Rarely
Apartment
890
1,172,940
56
Male
82,442
Married
1
PhD
null
51.262328
Rural
Basic
2
16
847
5
2022-11-06 15:21:39.131192
Poor
No
Monthly
House
3,356
1,172,941
58
Male
1,330
Divorced
1
Master's
null
9.064168
Rural
Basic
1
11
336
5
2022-01-14 15:21:39.123711
Good
No
Daily
Condo
23
1,172,942
64
Female
20,363
Single
1
Bachelor's
Unemployed
9.958195
Urban
Basic
0
18
758
3
2021-03-07 15:21:39.226954
Good
No
Weekly
Condo
876
1,172,943
56
Female
106,928
Divorced
null
Bachelor's
Self-Employed
39.513624
Urban
Comprehensive
null
13
584
5
2021-05-04 15:21:39.155231
Poor
Yes
Rarely
House
108
1,172,944
55
Male
26,685
Married
2
Master's
Self-Employed
8.653203
Rural
Comprehensive
1
4
null
2
2020-05-11 15:21:39.208842
Good
No
Daily
House
1,686
1,172,945
20
Male
4,936
Divorced
1
Bachelor's
Unemployed
25.66246
Rural
Basic
0
6
464
6
2022-09-25 15:21:39.155231
Good
Yes
Rarely
House
788
1,172,946
27
Male
28,408
Single
null
High School
Unemployed
17.737506
Urban
Basic
null
0
545
1
2022-05-05 15:21:39.086123
Poor
No
Rarely
Apartment
1,421
1,172,947
22
Male
23,755
Divorced
3
Master's
Self-Employed
14.908749
Rural
Basic
2
10
null
4
2019-12-15 15:21:39.271453
Average
No
Monthly
Condo
955
1,172,948
55
Male
40,984
Married
0
Bachelor's
Self-Employed
null
Urban
Comprehensive
null
8
551
7
2020-08-06 15:21:39.194829
Good
Yes
Weekly
Apartment
1,647
1,172,949
54
Female
85,525
Married
0
Bachelor's
Self-Employed
null
Rural
Comprehensive
3
16
null
5
2024-03-15 15:21:39.237118
Good
No
Rarely
Condo
788
1,172,950
61
Male
7,378
Single
3
Bachelor's
Employed
24.898451
Rural
Basic
null
8
591
1
2023-06-01 15:21:39.155061
Poor
Yes
Monthly
House
3,066
1,172,951
30
Female
31,685
Married
4
Bachelor's
Unemployed
8.529816
Suburban
Comprehensive
1
6
null
3
2020-11-22 15:21:39.237118
Good
Yes
Daily
Condo
2,134
1,172,952
21
Female
1,389
Married
3
Bachelor's
Unemployed
null
Rural
Comprehensive
null
2
706
9
2023-11-09 15:21:39.231531
Good
Yes
Weekly
Condo
2,221
1,172,953
25
Male
5,899
Married
0
High School
Employed
26.593706
Suburban
Premium
3
9
552
2
2020-02-26 15:21:39.134960
Average
Yes
Daily
House
1,142
1,172,954
62
Male
52,898
Single
2
Bachelor's
null
16.287562
Rural
Premium
null
16
674
3
2020-03-04 15:21:39.192212
Poor
Yes
Rarely
House
281
1,172,955
42
Female
23,611
Married
3
PhD
Employed
20.81461
Urban
Premium
1
16
534
9
2022-02-18 15:21:39.288099
Average
Yes
Weekly
Apartment
1,605
1,172,956
64
Male
7,073
Divorced
3
PhD
Employed
null
Urban
Basic
1
4
679
7
2019-11-22 15:21:39.276901
Poor
Yes
Monthly
House
803
1,172,957
25
Female
43,030
Married
1
PhD
null
28.816589
Urban
Basic
1
8
609
2
2020-04-06 15:21:39.208842
Poor
Yes
Rarely
Apartment
677
1,172,958
23
Male
2,786
Divorced
1
Master's
Self-Employed
40.802484
Suburban
Premium
1
18
432
7
2020-03-18 15:21:39.223901
Poor
Yes
Rarely
House
250
1,172,959
46
Female
1,575
Single
4
High School
Unemployed
15.569154
Suburban
Comprehensive
2
4
727
1
2024-04-29 15:21:39.256696
Poor
Yes
Daily
House
724
1,172,960
40
Male
14,969
Single
4
PhD
Self-Employed
28.681921
Suburban
Premium
1
3
319
4
2023-06-26 15:21:39.155231
Poor
Yes
Weekly
Condo
495
1,172,961
56
Female
18,194
Married
3
High School
Employed
44.013311
Rural
Basic
null
17
604
7
2021-01-05 15:21:39.223901
Average
Yes
Monthly
House
1,034
1,172,962
56
Male
14,774
Married
4
High School
null
16.352554
Urban
Comprehensive
2
4
531
4
2022-04-04 15:21:39.180553
Good
No
Daily
House
1,402
1,172,963
64
Female
29,350
Single
null
High School
Self-Employed
14.57268
Suburban
Premium
0
6
651
6
2024-07-20 15:21:39.134960
Good
No
Monthly
House
573
1,172,964
23
Male
10,936
Single
2
PhD
Employed
8.656689
Urban
Basic
2
13
816
9
2021-09-05 15:21:39.190215
Poor
No
Daily
House
1,007
1,172,965
35
Female
35,357
Married
4
High School
Employed
null
Rural
Comprehensive
1
12
759
5
2023-08-24 15:21:39.226954
Good
Yes
Rarely
Condo
708
1,172,966
29
Male
35,139
Divorced
1
PhD
null
13.974253
Urban
Basic
0
0
562
2
2021-06-05 15:21:39.155231
Poor
No
Daily
Apartment
855
1,172,967
34
Male
79,953
Married
4
PhD
null
35.914405
Rural
Premium
null
6
446
9
2024-03-17 15:21:39.182597
Poor
Yes
Daily
Condo
543
1,172,968
46
Female
93,856
Single
3
Master's
Employed
20.938259
Urban
Premium
1
3
751
4
2022-03-23 15:21:39.122134
Poor
No
Daily
House
126
1,172,969
32
Female
13,863
Divorced
null
PhD
Unemployed
14.011578
Rural
Premium
null
4
784
1
2022-11-28 15:21:39.259788
Average
Yes
Monthly
House
930
1,172,970
18
Female
7,791
Divorced
1
PhD
Employed
34.087049
Urban
Comprehensive
null
11
476
6
2020-01-30 15:21:39.134960
Poor
Yes
Weekly
Apartment
1,171
1,172,971
28
Male
53,664
Single
null
PhD
null
19.849325
Suburban
Premium
2
10
457
7
2022-09-16 15:21:39.148733
Average
Yes
Daily
Condo
861
1,172,972
39
Male
487
Divorced
4
Master's
null
33.977957
Rural
Comprehensive
2
8
699
7
2021-07-23 15:21:39.221386
Good
Yes
Rarely
Apartment
624
1,172,973
23
Female
28,285
Married
2
Master's
Employed
28.892334
Suburban
Comprehensive
null
0
511
9
2021-01-12 15:21:39.143476
Average
Yes
Daily
House
636
1,172,974
58
Male
43,871
Single
0
Bachelor's
Unemployed
33.645713
Rural
Comprehensive
null
19
759
3
2023-10-08 15:21:39.237118
Good
Yes
Monthly
Apartment
1,233
1,172,975
21
Female
30,984
Single
0
Bachelor's
Unemployed
null
Urban
Premium
null
4
565
6
2020-01-09 15:21:39.134960
Average
Yes
Weekly
Apartment
1,735
1,172,976
33
Male
34,530
Divorced
0
PhD
Employed
29.674559
Suburban
Basic
0
14
344
3
2021-03-31 15:21:39.214388
Poor
Yes
Weekly
House
2,010
1,172,977
27
Male
62,620
Divorced
2
PhD
null
null
Rural
Comprehensive
1
15
481
8
2020-04-11 15:21:39.079128
Poor
No
Weekly
Apartment
2,399
1,172,978
46
Female
24,894
Married
1
PhD
Employed
8.822268
Urban
Premium
0
4
null
7
2019-09-13 15:21:39.212862
Poor
No
Monthly
House
153
1,172,979
31
Male
71,521
Single
1
High School
Employed
5.878641
Urban
Comprehensive
1
9
542
4
2021-07-15 15:21:39.092127
Average
No
Weekly
Apartment
382
1,172,980
36
Male
26,701
Married
4
High School
Employed
7.917914
Rural
Basic
null
17
498
1
2022-06-04 15:21:39.221386
Average
Yes
Weekly
House
1,676
1,172,981
49
Male
58,543
Married
1
PhD
Unemployed
31.966894
Urban
Basic
0
6
659
5
2021-11-14 15:21:39.134960
Good
No
Weekly
House
111
1,172,982
26
Female
39,737
Married
4
High School
Employed
47.350079
Rural
Basic
0
7
677
9
2021-10-15 15:21:39.134960
Average
No
Weekly
Apartment
814
1,172,983
33
Female
39,266
Married
3
High School
null
7.759802
Urban
Premium
null
1
836
1
2022-10-20 15:21:39.253660
Average
No
Daily
House
1,629
1,172,984
39
Male
8,982
Married
1
PhD
Self-Employed
50.793727
Rural
Comprehensive
1
17
699
1
2021-09-07 15:21:39.144722
Good
No
Daily
Apartment
1,282
1,172,985
40
Female
35,754
Married
1
High School
Self-Employed
13.047629
Suburban
Comprehensive
1
8
585
5
2019-12-13 15:21:39.252145
null
No
Monthly
Condo
788
1,172,986
57
Female
73,372
Single
0
High School
Unemployed
17.738566
Rural
Comprehensive
0
19
559
8
2024-03-20 15:21:39.134960
Good
Yes
Monthly
Apartment
78
1,172,987
27
Male
811
Divorced
1
PhD
Self-Employed
20.664946
Rural
Comprehensive
null
7
581
4
2023-01-14 15:21:39.092127
Good
No
Daily
House
28
1,172,988
29
Female
26,897
Single
2
Master's
null
32.506086
Suburban
Premium
1
13
766
2
2023-02-19 15:21:39.144722
Good
Yes
Rarely
Apartment
1,738
1,172,989
52
Female
10,198
Married
0
Bachelor's
null
22.188859
Urban
Basic
null
10
842
1
2020-12-08 15:21:39.082499
Poor
Yes
Monthly
Apartment
2,770
1,172,990
64
Male
95,874
Single
2
High School
Self-Employed
2.37875
Urban
Premium
1
4
635
7
2020-02-24 15:21:39.111551
Good
Yes
Rarely
Condo
23
1,172,991
27
Female
18,113
Divorced
1
Master's
Employed
30.726207
Urban
Comprehensive
null
10
843
7
2022-05-27 15:21:39.236064
Average
Yes
Weekly
House
793
1,172,992
50
Male
40,774
Married
3
PhD
Self-Employed
22.966987
Suburban
Premium
0
6
470
3
2022-06-23 15:21:39.172097
Good
No
Weekly
Condo
492
1,172,993
28
Male
72,251
Divorced
null
Master's
Self-Employed
26.089319
Urban
Comprehensive
null
16
415
5
2023-12-20 15:21:39.229482
Good
Yes
Daily
Condo
1,165
1,172,994
49
Female
27,003
Single
4
Master's
Self-Employed
19.444775
Rural
Comprehensive
null
2
null
3
2022-06-29 15:21:39.218388
Average
Yes
Weekly
House
673
1,172,995
null
Male
2,453
Married
1
PhD
Unemployed
51.570965
Rural
Premium
0
5
416
1
2021-10-06 15:21:39.193945
Average
Yes
Monthly
House
714
1,172,996
48
Female
17,900
Single
2
Bachelor's
Employed
26.455067
Urban
Premium
null
8
null
7
2020-04-08 15:21:39.155231
Average
No
Weekly
Apartment
604
1,172,997
21
Male
54,489
Single
0
PhD
null
null
Suburban
Comprehensive
1
19
463
6
2022-11-30 15:21:39.221386
null
No
Weekly
House
549
1,172,998
56
Female
17,237
Married
4
PhD
Employed
41.456967
Rural
Basic
2
3
774
2
2024-03-30 15:21:39.111551
Good
Yes
Rarely
Condo
202
1,172,999
53
Male
36,456
Divorced
2
Bachelor's
Self-Employed
20.088934
Urban
Premium
1
5
511
8
2023-11-23 15:21:39.208842
Poor
Yes
Daily
Condo
944