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
1,164,900
47
Female
15,862
Single
null
Master's
Self-Employed
47.722303
Urban
Basic
0
2
790
4
2021-12-01 15:21:39.182597
Average
No
Rarely
Apartment
1,417
1,164,901
39
Female
37,389
Married
3
Master's
Self-Employed
15.396673
Rural
Premium
null
7
647
7
2022-08-04 15:21:39.155231
Average
No
Rarely
Condo
892
1,164,902
37
Male
140,579
null
4
Bachelor's
Unemployed
29.817557
Urban
Basic
1
15
685
8
2022-07-17 15:21:39.181605
null
No
Weekly
House
893
1,164,903
57
Male
54,791
Divorced
1
Master's
Employed
null
Rural
Comprehensive
0
6
691
4
2022-06-26 15:21:39.094752
Poor
No
Daily
House
3,529
1,164,904
43
Female
20,337
Divorced
4
High School
Unemployed
null
Urban
Basic
null
13
585
5
2020-12-17 15:21:39.155231
Poor
No
Monthly
Apartment
744
1,164,905
63
Male
70,883
Single
1
Bachelor's
Employed
25.944803
Suburban
Premium
1
17
335
5
2021-06-03 15:21:39.237118
Good
Yes
Rarely
Apartment
577
1,164,906
42
Male
14,644
Divorced
2
High School
null
28.86936
Rural
Premium
0
16
545
5
2023-09-30 15:21:39.150730
Average
Yes
Monthly
Condo
584
1,164,907
59
Male
2,237
Married
4
PhD
null
23.790519
Urban
Basic
4
4
390
6
2023-04-17 15:21:39.209847
Average
Yes
Daily
Condo
535
1,164,908
47
Female
26,541
Divorced
4
High School
Employed
19.497541
Urban
Comprehensive
1
15
579
9
2020-11-11 15:21:39.120168
Good
Yes
Rarely
House
479
1,164,909
63
Female
46,110
Married
3
PhD
Unemployed
34.133877
Rural
Basic
null
18
812
6
2021-12-07 15:21:39.279729
Good
Yes
Monthly
Condo
1,308
1,164,910
25
Male
514
Single
2
PhD
Self-Employed
null
Urban
Comprehensive
1
15
838
9
2022-03-25 15:21:39.168099
Poor
No
Rarely
Condo
835
1,164,911
null
Male
1,029
Divorced
0
High School
Employed
22.282626
Suburban
Premium
null
0
603
4
2021-12-15 15:21:39.144722
Poor
No
Daily
Condo
48
1,164,912
49
Male
23,496
Single
2
High School
Unemployed
21.185977
Rural
Premium
0
6
766
4
2023-11-21 15:21:39.111551
Poor
Yes
Daily
Apartment
1,141
1,164,913
43
Male
22,087
Married
3
High School
Employed
18.849245
Rural
Premium
1
3
766
4
2022-12-04 15:21:39.155231
Poor
Yes
Weekly
Condo
1,448
1,164,914
53
Male
1,377
Divorced
2
Master's
null
null
Urban
Basic
1
18
572
4
2020-08-20 15:21:39.092127
Average
Yes
Rarely
House
724
1,164,915
62
Male
43,944
Married
1
High School
Self-Employed
45.079786
Suburban
Basic
2
6
403
2
2021-03-06 15:21:39.090124
Poor
Yes
Monthly
House
1,709
1,164,916
47
Male
22,030
Single
2
Master's
Unemployed
18.621105
Urban
Premium
2
5
638
1
2021-02-20 15:21:39.279729
Poor
No
Daily
House
761
1,164,917
19
Male
28,499
Married
0
High School
Self-Employed
5.776433
Rural
Comprehensive
1
5
null
7
2022-12-22 15:21:39.202448
Average
Yes
Monthly
House
3,361
1,164,918
44
Male
44,641
Single
2
PhD
null
33.883799
Rural
Premium
1
9
668
3
2021-05-20 15:21:39.164044
Average
No
Weekly
Apartment
1,575
1,164,919
57
Female
26,111
Single
3
Master's
null
18.12668
Urban
Premium
null
8
775
2
2020-01-26 15:21:39.093681
Good
No
Rarely
House
833
1,164,920
59
Male
27,311
Divorced
4
PhD
Unemployed
null
Urban
Comprehensive
0
1
438
6
2022-03-01 15:21:39.231531
Average
No
Rarely
Condo
2,416
1,164,921
41
Female
9,076
Single
2
High School
Unemployed
18.797784
Urban
Premium
1
1
null
5
2023-03-22 15:21:39.209847
Good
Yes
Daily
House
2,144
1,164,922
24
Male
12,058
Single
4
Bachelor's
Unemployed
22.794463
Rural
Basic
3
19
346
1
2023-07-03 15:21:39.166062
Poor
No
Weekly
Condo
659
1,164,923
51
Male
43,936
Single
0
PhD
null
40.828742
Rural
Comprehensive
null
15
571
1
2021-10-27 15:21:39.187211
Average
No
Rarely
House
861
1,164,924
18
Male
5,812
Divorced
2
PhD
Employed
30.676498
Urban
Comprehensive
null
4
558
3
2021-04-09 15:21:39.209847
Average
No
Monthly
Apartment
474
1,164,925
null
Female
21,199
Married
4
Bachelor's
null
25.711179
Urban
Basic
0
8
673
1
2021-05-28 15:21:39.155231
Good
No
Daily
Apartment
906
1,164,926
30
Male
43,051
Married
2
High School
Self-Employed
27.390535
Suburban
Comprehensive
null
1
803
7
2024-01-24 15:21:39.108562
Poor
Yes
Monthly
House
725
1,164,927
38
Male
17,069
Married
3
High School
null
42.829438
Urban
Premium
1
16
581
3
2019-12-01 15:21:39.224915
Poor
No
Weekly
Condo
1,517
1,164,928
42
Male
23,037
Single
3
PhD
null
14.723456
Suburban
Comprehensive
0
9
null
3
2021-01-31 15:21:39.170099
Poor
Yes
Daily
Condo
23
1,164,929
20
Female
120,114
Married
4
High School
Employed
17.069645
Rural
Comprehensive
null
2
473
8
2020-11-19 15:21:39.155231
Poor
No
Weekly
House
2,398
1,164,930
62
Female
34,139
Divorced
null
Master's
null
48.935573
Suburban
Comprehensive
1
0
573
3
2022-11-06 15:21:39.168099
Poor
Yes
Rarely
Condo
979
1,164,931
34
Female
37,163
Married
4
PhD
Unemployed
49.136598
Urban
Comprehensive
0
3
529
2
2019-12-28 15:21:39.114118
Average
No
Rarely
Condo
2,036
1,164,932
64
Female
null
Married
1
PhD
Unemployed
34.335934
Urban
Comprehensive
null
11
420
8
2024-07-13 15:21:39.274993
Poor
Yes
Monthly
House
775
1,164,933
61
Male
76,499
Single
null
PhD
Employed
null
Rural
Comprehensive
null
6
481
3
2021-10-20 15:21:39.134960
Good
No
Daily
House
2,167
1,164,934
54
Male
933
Divorced
1
PhD
Self-Employed
17.959229
Suburban
Comprehensive
1
5
785
3
2020-10-12 15:21:39.192212
Poor
No
Daily
Condo
49
1,164,935
36
Male
16,461
Single
3
Bachelor's
Self-Employed
19.392369
Suburban
Premium
null
18
786
8
2021-10-30 15:21:39.089116
Poor
No
Monthly
Condo
213
1,164,936
26
Male
null
Divorced
1
PhD
null
34.846141
Suburban
Comprehensive
0
6
474
3
2024-08-11 15:21:39.155231
Good
No
Monthly
House
50
1,164,937
44
Female
null
Divorced
3
Bachelor's
Employed
6.231175
Suburban
Comprehensive
1
1
644
2
2022-05-03 15:21:39.155231
null
No
Rarely
Apartment
2,216
1,164,938
60
Female
28,745
Single
0
Master's
null
40.097351
Urban
Basic
null
4
609
4
2024-01-18 15:21:39.226954
Good
No
Daily
House
632
1,164,939
64
Male
28,465
Married
4
High School
Unemployed
16.788543
Suburban
Basic
null
8
751
1
2024-07-14 15:21:39.134960
Poor
No
Weekly
Condo
454
1,164,940
39
Female
39,425
Married
null
PhD
Employed
16.012368
Rural
Comprehensive
1
17
601
5
2020-11-03 15:21:39.229482
Average
No
Weekly
Apartment
23
1,164,941
29
Female
3,878
Married
0
Bachelor's
Unemployed
10.181715
Urban
Comprehensive
0
4
798
9
2024-05-01 15:21:39.237118
Poor
Yes
Daily
Condo
420
1,164,942
19
Male
111,260
Single
0
High School
null
11.519787
Rural
Premium
2
11
829
3
2019-12-22 15:21:39.116179
null
Yes
Weekly
Condo
468
1,164,943
56
Female
53,699
Single
null
Master's
Employed
31.135859
Rural
Premium
2
17
625
4
2022-02-27 15:21:39.114118
Good
No
Rarely
Condo
2,478
1,164,944
50
Female
33,438
null
4
High School
Employed
18.739336
Suburban
Basic
1
1
468
2
2022-08-29 15:21:39.090124
Poor
Yes
Daily
Condo
1,855
1,164,945
30
Male
15,380
Married
1
PhD
Employed
31.172616
Urban
Basic
1
16
479
3
2023-02-08 15:21:39.081504
Good
No
Daily
Condo
554
1,164,946
48
Male
29,897
Single
1
PhD
null
11.793737
Urban
Premium
0
8
758
9
2019-08-19 15:21:39.115178
null
No
Rarely
Condo
1,554
1,164,947
36
Male
879
Married
0
PhD
null
null
Suburban
Basic
0
8
613
5
2022-08-27 15:21:39.134960
null
Yes
Daily
Condo
736
1,164,948
32
Female
382
Single
3
Bachelor's
Employed
3.918047
Urban
Comprehensive
1
1
472
9
2021-08-15 15:21:39.167099
Poor
Yes
Monthly
Apartment
928
1,164,949
29
Male
45,388
Single
3
PhD
Employed
33.155098
Urban
Comprehensive
null
1
397
9
2020-11-28 15:21:39.102694
Average
No
Weekly
Condo
1,338
1,164,950
38
Male
1,216
Married
3
Master's
Unemployed
15.286958
Rural
Premium
2
18
679
1
2020-04-07 15:21:39.134960
Good
Yes
Rarely
Apartment
966
1,164,951
50
Female
14,085
Single
4
Master's
null
null
Urban
Premium
null
4
521
4
2022-04-30 15:21:39.134960
Good
No
Monthly
House
603
1,164,952
53
Female
18,053
Married
4
Master's
null
36.232859
Urban
Comprehensive
null
16
null
9
2023-03-31 15:21:39.261856
Poor
No
Weekly
Condo
2,848
1,164,953
62
Male
86,027
Single
3
Bachelor's
Self-Employed
18.387711
Suburban
Premium
2
3
488
7
2021-01-14 15:21:39.134960
Poor
Yes
Daily
House
29
1,164,954
18
Male
28,054
Married
2
High School
null
29.936384
Rural
Premium
0
16
416
9
2022-07-22 15:21:39.204790
Good
Yes
Weekly
Condo
1,234
1,164,955
51
Male
29,365
Married
4
High School
null
7.986796
Rural
Premium
1
4
null
8
2022-04-26 15:21:39.089116
Poor
No
Monthly
Condo
1,311
1,164,956
25
Female
10,104
Married
1
High School
null
24.583944
Rural
Basic
null
19
531
6
2021-02-16 15:21:39.237118
Poor
Yes
Weekly
House
906
1,164,957
59
Female
138,508
Married
1
PhD
Unemployed
39.967133
Urban
Basic
1
4
564
9
2019-09-05 15:21:39.221386
Average
No
Monthly
House
1,963
1,164,958
28
Female
89,939
Divorced
0
High School
Unemployed
43.171025
Rural
Basic
0
9
442
4
2022-06-24 15:21:39.155231
Good
Yes
Daily
House
542
1,164,959
49
Male
4,864
Single
0
High School
Self-Employed
51.624991
Rural
Comprehensive
0
0
306
5
2021-12-28 15:21:39.237118
Good
No
Rarely
House
2,606
1,164,960
18
Female
76,684
Single
2
Bachelor's
Self-Employed
30.652596
Rural
Comprehensive
1
14
532
1
2020-03-09 15:21:39.182597
null
No
Rarely
Condo
1,875
1,164,961
34
Male
null
Divorced
1
Master's
Unemployed
null
Urban
Comprehensive
2
9
452
2
2023-06-08 15:21:39.126661
Good
Yes
Daily
House
827
1,164,962
21
Male
25,236
Single
0
High School
Unemployed
14.45692
Urban
Comprehensive
null
14
453
5
2020-06-01 15:21:39.235012
Average
No
Rarely
Condo
2,445
1,164,963
42
Male
6,972
Single
3
Master's
Self-Employed
26.984031
Rural
Premium
null
9
697
5
2022-11-11 15:21:39.205850
Average
Yes
Weekly
Condo
1,130
1,164,964
31
Female
71,573
Married
3
Master's
Unemployed
25.553782
Urban
Premium
null
1
405
5
2019-10-26 15:21:39.252145
null
Yes
Rarely
House
626
1,164,965
18
Female
59,664
Married
1
High School
null
null
Suburban
Comprehensive
3
14
310
8
2021-08-09 15:21:39.232526
Average
Yes
Rarely
Condo
684
1,164,966
49
Female
41,960
Married
4
Master's
Self-Employed
37.944105
Rural
Comprehensive
1
9
556
5
2022-03-25 15:21:39.192212
Average
No
Daily
House
479
1,164,967
24
Male
3,400
Single
2
Master's
Employed
21.002119
Urban
Basic
null
5
478
5
2020-06-22 15:21:39.191219
Good
No
Monthly
Condo
1,330
1,164,968
29
Female
30,768
Married
0
Master's
Self-Employed
45.121807
Suburban
Premium
0
17
785
8
2021-01-31 15:21:39.182597
Good
Yes
Monthly
House
1,005
1,164,969
23
Male
43,846
Married
2
High School
null
13.826887
Suburban
Premium
1
0
677
1
2019-10-14 15:21:39.282785
Good
Yes
Daily
Apartment
438
1,164,970
50
Male
3,413
Divorced
0
Master's
null
null
Suburban
Premium
1
5
705
3
2020-01-18 15:21:39.134960
Average
Yes
Rarely
Apartment
498
1,164,971
47
Female
27,112
Married
3
Bachelor's
null
38.36999
Rural
Basic
0
2
617
1
2022-06-07 15:21:39.122134
Average
No
Weekly
Apartment
635
1,164,972
64
Female
1,099
Divorced
4
PhD
Unemployed
14.847278
Rural
Basic
1
19
725
2
2022-03-25 15:21:39.134960
Good
No
Monthly
Apartment
1,879
1,164,973
50
Female
120,725
Divorced
3
PhD
Employed
27.791535
Urban
Comprehensive
2
15
534
5
2022-11-07 15:21:39.092127
Poor
No
Monthly
Apartment
2,366
1,164,974
29
Male
41,155
Married
0
Master's
Self-Employed
39.926674
Rural
Basic
1
10
648
5
2020-11-30 15:21:39.122134
Poor
Yes
Weekly
Condo
103
1,164,975
63
Female
93,435
Single
1
Master's
Employed
15.996308
Urban
Comprehensive
null
16
345
5
2022-12-14 15:21:39.233485
Average
Yes
Daily
Condo
1,842
1,164,976
19
Male
17,224
Married
null
High School
null
44.022341
Suburban
Comprehensive
0
18
544
1
2021-06-27 15:21:39.174719
Average
Yes
Weekly
House
1,081
1,164,977
63
Female
41,985
Divorced
1
Bachelor's
Unemployed
42.867834
Suburban
Basic
0
1
null
9
2024-03-25 15:21:39.122134
Good
Yes
Monthly
Condo
992
1,164,978
23
Female
18,217
Single
4
High School
null
17.144831
Suburban
Basic
1
5
544
1
2022-03-22 15:21:39.134960
Average
No
Daily
Condo
1,224
1,164,979
41
Male
52,710
Married
1
High School
Unemployed
14.92351
Rural
Comprehensive
null
8
355
6
2023-02-27 15:21:39.134960
Good
Yes
Rarely
Condo
469
1,164,980
29
Male
52,723
Divorced
0
Bachelor's
Self-Employed
35.619122
Suburban
Basic
null
6
359
2
2023-06-29 15:21:39.095696
Good
Yes
Monthly
Apartment
1,203
1,164,981
30
Female
5,737
Married
3
PhD
Self-Employed
23.769132
Urban
Premium
null
8
null
2
2024-05-07 15:21:39.237118
Good
Yes
Rarely
Condo
1,330
1,164,982
56
Male
4,067
Divorced
3
PhD
Unemployed
29.739223
Rural
Basic
0
14
751
4
2019-09-19 15:21:39.254678
Average
No
Daily
Condo
1,195
1,164,983
21
Female
26,351
Divorced
3
Bachelor's
null
36.55107
Rural
Comprehensive
2
11
null
1
2020-03-05 15:21:39.247098
Average
No
Daily
House
468
1,164,984
45
Female
30,287
Single
null
High School
null
22.41295
Rural
Basic
1
3
430
9
2020-10-09 15:21:39.209847
Good
Yes
Monthly
House
766
1,164,985
49
Female
null
Single
2
Master's
Employed
17.883577
Suburban
Basic
null
7
622
2
2020-05-02 15:21:39.134960
Poor
No
Daily
House
45
1,164,986
53
Female
39
Single
1
Master's
Unemployed
null
Urban
Comprehensive
null
1
615
9
2020-10-18 15:21:39.155231
Poor
Yes
Weekly
House
816
1,164,987
27
Male
91,601
Married
2
Master's
null
null
Rural
Comprehensive
0
5
698
1
2022-05-05 15:21:39.095696
Average
Yes
Monthly
Condo
2,518
1,164,988
38
Female
144,764
Single
3
Master's
null
44.366819
Suburban
Premium
0
8
381
6
2022-05-04 15:21:39.165120
Poor
Yes
Rarely
House
2,501
1,164,989
35
Female
102,290
Married
0
PhD
Self-Employed
49.630719
Rural
Comprehensive
1
16
339
9
2023-03-25 15:21:39.281787
Good
Yes
Weekly
House
497
1,164,990
48
Female
14,096
Single
4
Bachelor's
Unemployed
36.284729
Suburban
Premium
1
18
766
4
2022-06-23 15:21:39.148733
Poor
No
Monthly
Apartment
1,403
1,164,991
35
Male
28,503
Married
3
High School
Unemployed
22.611643
Rural
Comprehensive
0
10
558
4
2022-09-08 15:21:39.237118
Good
Yes
Weekly
Condo
1,296
1,164,992
45
Male
23,110
Single
1
Bachelor's
Unemployed
14.087828
Rural
Comprehensive
null
7
393
4
2019-10-24 15:21:39.123711
Good
Yes
Weekly
Apartment
597
1,164,993
59
Male
45,638
Divorced
null
Master's
Self-Employed
24.458426
Rural
Comprehensive
1
17
502
5
2021-11-17 15:21:39.155231
Average
No
Monthly
Condo
647
1,164,994
60
Male
31,116
Married
2
PhD
Self-Employed
20.542187
Suburban
Premium
0
13
668
8
2023-04-07 15:21:39.091080
Good
No
Rarely
Apartment
608
1,164,995
50
Female
16,881
Married
4
High School
null
40.054968
Suburban
Comprehensive
0
2
572
2
2024-08-09 15:21:39.186212
Poor
Yes
Monthly
House
2,367
1,164,996
22
Female
6,095
Divorced
2
PhD
Employed
25.845786
Suburban
Basic
null
2
661
4
2023-12-06 15:21:39.237118
Good
Yes
Daily
Condo
539
1,164,997
44
Female
8,078
Married
3
PhD
Unemployed
null
Rural
Basic
null
0
684
5
2023-04-08 15:21:39.285112
Poor
No
Monthly
Condo
659
1,164,998
61
Male
8,063
Married
2
Bachelor's
Unemployed
16.908665
Suburban
Basic
1
5
582
7
2020-06-24 15:21:39.134960
Average
No
Weekly
House
974
1,164,999
53
Female
58,006
Single
1
PhD
Employed
14.588833
Rural
Basic
0
5
368
9
2023-01-01 15:21:39.259788
Average
No
Monthly
Condo
155