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
31,900
61
Male
1,696
Single
0
High School
null
51.953289
Rural
Basic
null
0
null
5
2024-07-09 15:21:39.224915
null
No
Weekly
Condo
464
31,901
33
Male
1,098
Divorced
1
Bachelor's
Employed
23.556324
Suburban
Basic
0
2
780
9
2023-08-29 15:21:39.101733
Good
Yes
Daily
Condo
223
31,902
29
Female
4,437
Married
1
High School
Employed
26.258918
Rural
Premium
2
15
null
2
2023-04-15 15:21:39.147735
Poor
No
Weekly
House
544
31,903
64
Female
10,178
Divorced
1
PhD
null
22.090694
Urban
Basic
2
1
772
8
2019-10-12 15:21:39.134960
Good
No
Rarely
House
1,308
31,904
45
Male
80,961
Divorced
3
PhD
null
20.458858
Rural
Basic
2
13
null
6
2020-03-22 15:21:39.226954
Poor
Yes
Weekly
House
3,385
31,905
24
Male
22,859
Single
2
Master's
Self-Employed
26.359906
Rural
Premium
null
3
448
9
2023-01-03 15:21:39.134960
Good
Yes
Daily
Condo
448
31,906
28
Female
118,882
Married
3
Bachelor's
Self-Employed
null
Rural
Comprehensive
1
1
489
6
2020-01-01 15:21:39.188220
Good
Yes
Daily
Apartment
557
31,907
50
Male
24,182
Divorced
1
High School
Self-Employed
45.62224
Suburban
Premium
0
6
801
7
2020-04-28 15:21:39.237118
Average
No
Rarely
House
728
31,908
52
Female
17,937
Married
4
Bachelor's
Self-Employed
21.054454
Rural
Basic
null
16
786
7
2020-06-07 15:21:39.087123
Average
Yes
Rarely
House
406
31,909
25
Female
1,761
Divorced
2
Master's
null
36.723561
Urban
Premium
1
16
742
7
2021-09-09 15:21:39.168099
Average
Yes
Rarely
House
29
31,910
27
Female
24,591
Married
0
Bachelor's
Employed
41.802444
Suburban
Comprehensive
0
11
565
2
2023-08-28 15:21:39.246098
Poor
No
Daily
House
1,115
31,911
52
Male
38,981
Divorced
0
Bachelor's
Employed
19.865997
Urban
Basic
1
12
667
7
2023-10-10 15:21:39.272456
Poor
No
Weekly
Apartment
2,085
31,912
32
Female
1,313
Single
null
Bachelor's
null
20.187874
Suburban
Basic
0
15
690
3
2020-08-29 15:21:39.193945
Average
Yes
Rarely
Apartment
431
31,913
37
Male
2,445
Single
0
Bachelor's
null
45.162429
Rural
Comprehensive
1
15
676
5
2022-02-08 15:21:39.288099
Poor
Yes
Monthly
House
4,567
31,914
31
Female
4,077
Divorced
0
Bachelor's
Employed
13.834952
Rural
Comprehensive
null
8
478
3
2023-08-24 15:21:39.085129
Average
Yes
Daily
House
1,105
31,915
null
Male
100,721
Married
null
Bachelor's
Employed
9.192346
Rural
Premium
null
18
406
2
2019-11-05 15:21:39.245086
Good
No
Rarely
Condo
604
31,916
42
Male
14,142
Single
4
Bachelor's
Employed
17.552033
Rural
Comprehensive
0
0
null
6
2023-12-15 15:21:39.188220
Poor
No
Daily
Condo
2,080
31,917
64
Male
23,593
Divorced
2
Master's
Unemployed
21.146879
Suburban
Basic
null
12
756
9
2022-04-20 15:21:39.155231
Poor
Yes
Daily
Condo
1,179
31,918
22
Female
37,149
Single
null
Master's
Unemployed
26.185314
Suburban
Comprehensive
null
10
588
1
2022-10-28 15:21:39.155231
Average
Yes
Daily
Apartment
712
31,919
57
Male
5,732
Married
3
High School
Self-Employed
38.395231
Suburban
Basic
0
0
314
7
2022-05-31 15:21:39.170099
Good
Yes
Monthly
Apartment
864
31,920
54
Male
11,986
Divorced
1
Master's
Self-Employed
23.275887
Suburban
Premium
1
6
711
1
2023-04-17 15:21:39.155231
Good
Yes
Daily
Condo
1,466
31,921
26
Female
54,500
Divorced
2
Master's
Unemployed
14.923162
Urban
Premium
4
19
497
7
2024-05-13 15:21:39.199447
Good
Yes
Rarely
Apartment
1,849
31,922
54
Female
2,840
Married
null
Master's
null
49.244577
Rural
Basic
0
9
null
7
2024-03-03 15:21:39.265513
Poor
No
Monthly
House
45
31,923
52
Female
31,640
Single
1
Master's
Self-Employed
22.740312
Suburban
Premium
0
13
null
8
2021-09-11 15:21:39.150730
Average
No
Rarely
House
38
31,924
58
Male
29,739
Married
2
Master's
null
6.051099
Suburban
Comprehensive
0
12
752
2
2023-12-17 15:21:39.209847
Average
No
Monthly
Condo
1,896
31,925
27
Female
24,706
Divorced
2
PhD
null
36.681085
Suburban
Basic
0
9
null
6
2022-09-06 15:21:39.081504
Poor
No
Daily
Condo
253
31,926
58
Male
130,577
Divorced
0
Master's
Self-Employed
7.799802
Rural
Premium
null
10
653
8
2020-02-16 15:21:39.081504
Average
Yes
Daily
Apartment
258
31,927
58
Male
12,982
Married
4
Master's
Employed
null
Suburban
Premium
0
8
null
9
2021-12-10 15:21:39.155231
Average
Yes
Weekly
House
531
31,928
48
Male
2,218
Divorced
1
Master's
null
43.695024
Suburban
Basic
null
3
552
4
2023-12-25 15:21:39.097737
Average
Yes
Weekly
Apartment
138
31,929
32
Male
4,765
Divorced
0
Master's
Self-Employed
46.777655
Urban
Comprehensive
2
7
517
8
2022-08-22 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,400
31,930
47
Male
63,708
Single
2
Bachelor's
null
36.567642
Suburban
Basic
1
2
711
8
2024-04-03 15:21:39.134960
Average
Yes
Weekly
Apartment
125
31,931
44
Male
140,140
Single
0
Bachelor's
Self-Employed
7.004779
Suburban
Premium
null
0
313
7
2020-03-12 15:21:39.237118
Good
No
Rarely
Apartment
459
31,932
59
Male
26,296
Married
2
Bachelor's
null
24.269927
Suburban
Basic
null
3
848
8
2022-02-07 15:21:39.155231
Good
Yes
Rarely
Condo
956
31,933
50
Male
45,348
Married
2
Master's
null
47.509989
Urban
Basic
1
10
516
2
2022-12-07 15:21:39.237118
Poor
No
Weekly
House
1,225
31,934
29
Female
2,286
Married
3
High School
null
15.937659
Suburban
Premium
null
8
731
6
2022-05-15 15:21:39.110557
Average
No
Weekly
House
145
31,935
58
Male
51,390
Single
4
Bachelor's
Self-Employed
51.955583
Suburban
Basic
null
17
512
4
2022-12-31 15:21:39.134960
Poor
No
Daily
Apartment
772
31,936
52
Male
59,535
Married
0
PhD
Self-Employed
38.938619
Rural
Premium
null
4
753
9
2022-08-03 15:21:39.276901
Poor
Yes
Monthly
Apartment
49
31,937
34
Female
19,812
Single
null
High School
Unemployed
43.137866
Suburban
Basic
0
5
569
1
2021-01-21 15:21:39.281787
Average
No
Monthly
Apartment
584
31,938
45
Male
11,537
Single
1
High School
Employed
37.657049
Suburban
Comprehensive
1
7
728
1
2024-02-12 15:21:39.105504
Average
Yes
Monthly
Condo
487
31,939
42
Female
75,853
Married
0
PhD
Employed
21.816171
Suburban
Comprehensive
1
16
343
8
2020-10-06 15:21:39.264504
Poor
Yes
Rarely
Apartment
1,604
31,940
41
Male
2,770
Divorced
3
PhD
Employed
25.09063
Suburban
Basic
1
19
704
5
2021-04-16 15:21:39.226954
Poor
No
Daily
Condo
3,263
31,941
45
Male
576
Single
2
PhD
Self-Employed
35.501414
Suburban
Comprehensive
2
12
613
7
2023-06-15 15:21:39.283783
null
Yes
Daily
Apartment
1,710
31,942
21
Female
17,069
Divorced
2
PhD
Employed
27.907725
Rural
Premium
1
6
669
6
2022-06-05 15:21:39.226954
Poor
No
Weekly
Apartment
1,010
31,943
54
Female
null
Divorced
2
Bachelor's
Employed
16.710016
Suburban
Basic
0
19
446
8
2020-06-08 15:21:39.092127
Good
No
Daily
Apartment
244
31,944
42
Female
4,947
Married
4
High School
Employed
14.883195
Urban
Comprehensive
null
17
395
9
2020-08-09 15:21:39.133866
Average
No
Rarely
Apartment
317
31,945
49
Male
45,911
Single
null
Master's
Employed
38.869251
Urban
Comprehensive
1
12
720
2
2019-09-19 15:21:39.229482
Average
No
Monthly
Apartment
1,203
31,946
30
Female
35,318
Divorced
4
Master's
Employed
50.427914
Rural
Premium
null
0
785
3
2021-06-14 15:21:39.222387
Good
Yes
Rarely
House
2,053
31,947
42
Male
89,912
Single
0
Bachelor's
Unemployed
37.998881
Suburban
Premium
0
10
541
5
2022-10-07 15:21:39.123711
null
Yes
Daily
House
3,430
31,948
19
Male
60,543
Married
1
High School
null
null
Suburban
Basic
1
7
508
7
2021-06-14 15:21:39.237118
Poor
Yes
Daily
House
2,925
31,949
34
Female
16,991
Single
1
Bachelor's
Employed
29.965641
Suburban
Basic
0
15
701
3
2020-01-23 15:21:39.288099
Poor
No
Daily
Apartment
1,187
31,950
35
Male
35,998
Divorced
3
Master's
Unemployed
37.59553
Rural
Comprehensive
0
13
320
5
2021-04-13 15:21:39.083497
Poor
No
Monthly
Condo
3,237
31,951
38
Male
85,701
Married
4
Bachelor's
Unemployed
20.596746
Urban
Comprehensive
0
18
304
7
2020-06-18 15:21:39.193945
Average
No
Rarely
Apartment
688
31,952
19
Male
13,647
Divorced
null
Master's
Unemployed
41.146814
Urban
Comprehensive
null
14
478
3
2021-10-10 15:21:39.264504
Poor
No
Rarely
Condo
20
31,953
37
Male
10,278
Single
2
High School
null
36.636257
Urban
Premium
2
9
701
2
2022-06-30 15:21:39.204790
Good
Yes
Daily
Apartment
603
31,954
58
Male
12,962
Divorced
3
Bachelor's
null
null
Rural
Premium
null
4
null
9
2020-11-02 15:21:39.148733
Poor
No
Weekly
House
884
31,955
46
Male
21,891
Married
2
Bachelor's
null
20.717967
Urban
Comprehensive
null
10
null
4
2020-06-20 15:21:39.259788
Poor
Yes
Weekly
Condo
102
31,956
21
Male
29,593
Divorced
1
High School
Unemployed
11.087199
Suburban
Basic
0
14
711
2
2022-07-08 15:21:39.251142
Poor
No
Monthly
Condo
728
31,957
36
Male
17,607
Married
0
PhD
null
31.52033
Rural
Premium
0
14
759
5
2023-09-23 15:21:39.175719
Average
Yes
Monthly
Apartment
896
31,958
32
Female
14,056
Divorced
2
High School
Self-Employed
7.680971
Rural
Premium
null
0
null
4
2021-04-28 15:21:39.154008
Good
Yes
Monthly
House
2,056
31,959
61
Female
2,937
Married
1
Master's
Unemployed
null
Urban
Premium
null
4
665
8
2019-09-26 15:21:39.090124
Poor
Yes
Rarely
Condo
548
31,960
61
Male
12,614
Married
4
High School
Self-Employed
10.281111
Urban
Comprehensive
null
4
813
3
2021-05-30 15:21:39.134960
Good
Yes
Monthly
Apartment
1,805
31,961
54
Male
1,055
Divorced
4
Bachelor's
Unemployed
22.977932
Urban
Comprehensive
2
5
692
5
2024-03-06 15:21:39.133866
Good
Yes
Weekly
Apartment
722
31,962
41
Male
66,861
Married
2
Master's
null
14.858223
Urban
Premium
2
1
788
9
2020-11-13 15:21:39.164044
Average
Yes
Rarely
House
417
31,963
38
Female
836
Married
null
Master's
Self-Employed
29.682584
Urban
Basic
2
5
517
5
2023-09-29 15:21:39.232526
Good
Yes
Daily
Condo
1,773
31,964
62
Male
5,962
Married
1
Master's
Self-Employed
null
Urban
Comprehensive
2
2
485
1
2022-06-14 15:21:39.093681
Poor
No
Weekly
Apartment
1,411
31,965
51
Female
93,809
Divorced
2
PhD
Unemployed
14.099642
Urban
Comprehensive
0
16
407
2
2022-09-29 15:21:39.171102
Average
Yes
Weekly
Apartment
1,653
31,966
23
Male
18,451
Divorced
0
High School
Unemployed
4.726906
Rural
Comprehensive
1
3
null
2
2019-11-24 15:21:39.134960
Good
No
Monthly
Condo
755
31,967
25
Female
27,589
Divorced
0
High School
Employed
38.942146
Suburban
Comprehensive
0
12
456
9
2020-08-08 15:21:39.155231
Poor
No
Daily
Apartment
1,308
31,968
61
Female
2,979
Married
1
Bachelor's
null
14.944138
Rural
Premium
0
18
484
5
2022-11-26 15:21:39.155231
Poor
Yes
Rarely
Condo
1,715
31,969
22
Male
4,942
Single
2
PhD
Self-Employed
47.706422
Rural
Comprehensive
null
19
463
6
2019-12-09 15:21:39.111551
Good
Yes
Monthly
Apartment
290
31,970
38
Male
4,053
Divorced
2
PhD
Unemployed
47.627739
Rural
Premium
3
3
648
9
2023-07-01 15:21:39.116179
Good
No
Daily
Condo
24
31,971
36
Male
67
Divorced
4
PhD
Self-Employed
45.997052
Suburban
Basic
1
11
636
1
2022-10-19 15:21:39.151732
Good
Yes
Rarely
House
562
31,972
50
Male
29,373
Married
0
PhD
null
10.088411
Suburban
Basic
2
14
715
9
2022-04-14 15:21:39.152732
Good
No
Monthly
Condo
1,820
31,973
25
Female
5,072
Divorced
0
Bachelor's
Unemployed
48.125816
Suburban
Basic
3
4
614
4
2023-03-25 15:21:39.122134
Good
Yes
Monthly
House
487
31,974
36
Male
25,247
Married
0
Master's
Unemployed
38.243669
Suburban
Premium
0
12
512
4
2021-01-11 15:21:39.143708
Good
No
Weekly
House
2,415
31,975
59
Female
52,844
Single
3
High School
Self-Employed
37.386468
Urban
Basic
1
18
319
9
2024-07-08 15:21:39.204790
Average
No
Rarely
Apartment
1,209
31,976
37
Female
29,055
Single
1
High School
null
43.187751
Suburban
Premium
1
13
379
9
2021-10-31 15:21:39.226954
Average
Yes
Weekly
House
489
31,977
23
Female
null
Divorced
1
PhD
Employed
18.991736
Suburban
Basic
1
0
337
8
2022-02-02 15:21:39.172097
Average
No
Rarely
House
489
31,978
null
Female
11,269
Divorced
4
PhD
Employed
23.610469
Rural
Basic
null
18
682
8
2022-01-21 15:21:39.237118
Poor
No
Weekly
Condo
1,138
31,979
41
Female
2,840
Divorced
1
Bachelor's
null
10.413766
Suburban
Premium
null
14
538
5
2021-06-04 15:21:39.145732
Good
Yes
Rarely
Condo
2,577
31,980
62
Male
24,682
Single
2
High School
null
35.752311
Suburban
Premium
0
18
553
1
2020-07-14 15:21:39.152732
Average
No
Rarely
House
684
31,981
43
Male
2,564
Divorced
0
Master's
null
16.771205
Rural
Premium
0
2
652
9
2022-08-14 15:21:39.133866
Average
Yes
Monthly
House
2,077
31,982
32
Male
5,818
Single
2
Master's
Unemployed
17.076155
Urban
Comprehensive
2
0
608
7
2021-05-30 15:21:39.134960
Good
No
Weekly
Apartment
755
31,983
null
Female
2,498
Married
0
PhD
Self-Employed
null
Urban
Premium
null
12
686
4
2022-01-18 15:21:39.237118
Poor
Yes
Weekly
Condo
1,629
31,984
21
Male
589
Single
0
High School
Employed
8.08506
Suburban
Comprehensive
null
10
641
6
2024-04-07 15:21:39.100695
Poor
No
Monthly
House
2,228
31,985
39
Male
77,432
Single
3
High School
null
34.098457
Urban
Premium
null
2
523
7
2020-04-02 15:21:39.254678
Poor
No
Monthly
House
162
31,986
52
Female
37,678
Married
null
High School
Self-Employed
24.003846
Rural
Premium
1
12
841
3
2020-06-13 15:21:39.256696
null
Yes
Monthly
Apartment
452
31,987
49
Male
86,654
Divorced
3
PhD
null
10.827325
Rural
Comprehensive
null
4
313
2
2023-01-31 15:21:39.217387
Average
No
Weekly
House
2,509
31,988
46
Male
1,355
Married
0
High School
Employed
25.455775
Suburban
Premium
1
7
579
2
2023-08-16 15:21:39.086123
Poor
Yes
Rarely
House
3,311
31,989
33
Male
17,359
Single
2
Bachelor's
null
43.681517
Urban
Comprehensive
null
8
657
2
2022-01-10 15:21:39.248098
Poor
No
Daily
House
719
31,990
60
Male
83,892
Divorced
2
High School
Unemployed
null
Suburban
Premium
0
16
421
2
2022-04-22 15:21:39.079128
Good
Yes
Daily
Condo
757
31,991
19
Female
1,029
Married
2
Master's
null
18.94814
Urban
Basic
0
10
null
8
2022-01-16 15:21:39.134960
Poor
Yes
Monthly
Apartment
2,922
31,992
34
Female
23,173
Married
4
PhD
Unemployed
28.826455
Rural
Comprehensive
1
7
694
5
2019-12-14 15:21:39.134960
Poor
Yes
Weekly
House
454
31,993
43
Female
4,005
Single
4
PhD
Employed
24.086225
Urban
Premium
0
11
429
9
2021-03-13 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,566
31,994
47
Male
59,235
Married
0
PhD
Unemployed
10.195972
Urban
Comprehensive
null
10
732
8
2023-10-14 15:21:39.194829
Average
Yes
Rarely
Condo
99
31,995
46
Female
740
Married
1
PhD
Employed
51.96619
Rural
Comprehensive
1
19
833
6
2023-05-19 15:21:39.254678
Poor
No
Monthly
Condo
1,173
31,996
51
Male
1,577
Divorced
0
High School
Employed
29.482079
Suburban
Basic
null
11
323
3
2021-04-22 15:21:39.250151
null
No
Monthly
Apartment
30
31,997
47
Male
115,090
Married
1
PhD
Unemployed
39.868606
Suburban
Comprehensive
0
19
449
4
2020-10-01 15:21:39.155231
Average
Yes
Daily
Apartment
1,099
31,998
47
Male
71,865
Married
null
PhD
Self-Employed
12.936273
Suburban
Comprehensive
0
17
652
1
2021-11-26 15:21:39.108562
Good
Yes
Rarely
Condo
262
31,999
50
Male
23,013
Divorced
1
Bachelor's
null
27.845821
Urban
Basic
1
17
null
3
2020-11-20 15:21:39.267454
Average
No
Daily
House
119