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
45,900
29
Male
18,644
Divorced
2
High School
Unemployed
6.29556
Suburban
Basic
2
16
541
3
2021-11-24 15:21:39.177724
Good
No
Rarely
House
562
45,901
27
Male
66,826
Married
2
High School
Employed
3.944162
Suburban
Basic
1
0
302
9
2021-08-18 15:21:39.192212
Good
Yes
Daily
House
548
45,902
64
Male
35,755
Single
0
PhD
null
17.003325
Suburban
Premium
0
9
588
3
2024-04-26 15:21:39.088124
Good
Yes
Daily
House
1,603
45,903
32
Female
8,077
Single
2
PhD
null
null
Urban
Comprehensive
null
5
null
9
2023-02-24 15:21:39.188220
Average
Yes
Monthly
House
629
45,904
38
Female
null
Divorced
3
High School
Self-Employed
29.254027
Rural
Basic
2
13
757
6
2021-07-27 15:21:39.134960
null
No
Weekly
Condo
127
45,905
47
Female
39,711
Divorced
3
High School
Unemployed
26.137429
Rural
Premium
0
0
829
9
2022-04-25 15:21:39.187211
Average
Yes
Weekly
Apartment
1,409
45,906
40
Male
6,935
Married
2
PhD
Unemployed
32.75269
Urban
Premium
0
15
562
3
2019-10-02 15:21:39.236064
Average
Yes
Rarely
Apartment
498
45,907
46
Female
106,720
Divorced
2
PhD
Employed
16.474562
Suburban
Premium
null
16
412
3
2020-02-13 15:21:39.155231
Good
No
Daily
House
1,025
45,908
44
Male
4,071
Married
2
High School
null
18.003516
Rural
Comprehensive
1
12
377
3
2021-10-03 15:21:39.102694
Average
Yes
Weekly
Apartment
30
45,909
45
Female
41,749
Single
2
PhD
Employed
48.654945
Suburban
Comprehensive
2
18
824
9
2021-05-16 15:21:39.105504
Poor
Yes
Weekly
Apartment
484
45,910
42
Male
2,976
Divorced
4
Bachelor's
Self-Employed
43.259811
Urban
Basic
0
15
null
9
2021-07-05 15:21:39.152732
null
Yes
Rarely
Condo
1,507
45,911
43
Male
60,553
Single
0
High School
Employed
27.276426
Rural
Comprehensive
1
1
481
3
2021-03-25 15:21:39.237118
Good
No
Rarely
Condo
2,035
45,912
42
Female
103,511
Divorced
2
Master's
null
16.867447
Suburban
Basic
2
18
441
3
2022-02-07 15:21:39.180553
Poor
No
Monthly
House
1,060
45,913
26
Male
1,457
Divorced
0
High School
Employed
9.0773
Rural
Premium
0
6
null
9
2021-09-19 15:21:39.093681
Average
No
Monthly
Apartment
2,525
45,914
31
Female
35,475
Divorced
null
Master's
Employed
13.290671
Urban
Comprehensive
null
13
642
3
2023-12-21 15:21:39.187211
Poor
No
Daily
Condo
551
45,915
40
Male
965
Divorced
1
PhD
Self-Employed
7.064012
Urban
Comprehensive
1
17
318
9
2021-03-13 15:21:39.237118
Average
Yes
Monthly
Apartment
543
45,916
45
Female
23,173
Divorced
3
Bachelor's
Self-Employed
11.923604
Urban
Comprehensive
null
18
687
2
2023-08-13 15:21:39.173834
Average
Yes
Monthly
House
1,674
45,917
32
Female
27,039
Single
0
Master's
Unemployed
20.817357
Suburban
Basic
0
18
395
3
2021-10-06 15:21:39.259788
Poor
No
Rarely
House
2,094
45,918
41
Female
2,690
Single
3
Master's
Unemployed
50.974346
Rural
Comprehensive
2
16
809
6
2020-07-05 15:21:39.221386
null
Yes
Rarely
Condo
44
45,919
31
Female
71,283
Single
1
High School
Unemployed
43.87862
Suburban
Basic
2
1
661
6
2022-09-08 15:21:39.194829
Average
Yes
Daily
Apartment
1,849
45,920
30
Female
34,447
Single
3
Bachelor's
null
9.859433
Rural
Premium
0
12
306
4
2020-09-18 15:21:39.155231
Average
Yes
Weekly
House
809
45,921
35
Female
98,922
Single
null
Bachelor's
Employed
13.272593
Rural
Comprehensive
3
8
626
6
2022-08-25 15:21:39.129190
Average
Yes
Daily
House
393
45,922
31
Female
28,861
Married
0
PhD
Employed
34.288881
Suburban
Comprehensive
null
4
723
9
2019-11-07 15:21:39.155231
Poor
Yes
Weekly
Condo
2,370
45,923
53
Male
4,921
Single
4
PhD
null
22.751341
Rural
Comprehensive
null
9
null
9
2024-07-27 15:21:39.173834
Poor
Yes
Weekly
Apartment
2,619
45,924
18
Male
6,791
Married
3
Master's
Employed
17.917287
Suburban
Premium
null
6
632
2
2019-12-09 15:21:39.184157
Poor
No
Monthly
House
1,242
45,925
41
Female
50,829
Divorced
1
Bachelor's
null
14.693944
Rural
Comprehensive
null
14
398
1
2022-07-27 15:21:39.237118
Average
Yes
Rarely
Condo
466
45,926
63
Female
141,826
Divorced
4
High School
Unemployed
50.797856
Urban
Comprehensive
0
19
602
7
2023-10-02 15:21:39.152732
Average
No
Daily
Apartment
2,565
45,927
37
Female
9,391
Married
2
Bachelor's
null
9.555852
Urban
Basic
0
12
438
2
2023-02-02 15:21:39.259788
Good
Yes
Daily
House
4,070
45,928
44
Female
485
null
0
High School
Employed
31.189512
Urban
Comprehensive
null
4
463
5
2024-03-28 15:21:39.155231
Average
Yes
Weekly
Apartment
1,031
45,929
41
Female
30,962
Married
2
PhD
null
15.636902
Suburban
Comprehensive
0
2
758
7
2020-06-03 15:21:39.126661
Poor
No
Weekly
House
1,325
45,930
51
Male
71,434
Divorced
3
Bachelor's
Self-Employed
40.926582
Suburban
Premium
3
13
589
6
2019-11-24 15:21:39.236064
Average
No
Monthly
House
2,846
45,931
57
Female
129,820
Married
4
Master's
Self-Employed
14.011584
Urban
Premium
0
17
705
3
2022-12-14 15:21:39.194829
Average
No
Monthly
House
301
45,932
29
Male
21,555
Single
null
PhD
null
27.879085
Rural
Premium
null
9
843
4
2023-05-16 15:21:39.155231
Average
Yes
Daily
House
530
45,933
21
Female
10,791
Married
2
High School
Employed
6.913821
Suburban
Comprehensive
null
5
658
7
2020-08-08 15:21:39.134960
Poor
No
Weekly
House
1,003
45,934
58
Female
93,421
Single
null
Master's
null
51.836177
Suburban
Premium
null
2
624
5
2024-04-15 15:21:39.166062
Average
No
Monthly
Condo
731
45,935
32
Male
9,897
Single
2
PhD
Unemployed
42.024437
Suburban
Comprehensive
0
0
738
1
2020-11-13 15:21:39.283783
Good
No
Rarely
Condo
591
45,936
49
Female
3,398
Divorced
2
Master's
Self-Employed
24.412966
Rural
Comprehensive
0
10
477
3
2021-08-20 15:21:39.134960
Average
Yes
Daily
Condo
2,073
45,937
41
Female
142,581
Married
null
High School
null
27.894222
Rural
Comprehensive
null
11
537
6
2023-06-23 15:21:39.213373
Good
No
Rarely
Condo
49
45,938
21
Female
35,220
Single
null
PhD
Self-Employed
26.739053
Suburban
Premium
2
3
378
2
2020-01-07 15:21:39.148733
Poor
No
Rarely
Apartment
745
45,939
53
Male
33,540
Single
3
High School
null
8.715253
Suburban
Comprehensive
0
13
489
5
2023-08-29 15:21:39.081504
Poor
Yes
Rarely
Apartment
360
45,940
34
Female
706
Divorced
3
Master's
null
38.106828
Rural
Basic
1
12
741
9
2024-03-19 15:21:39.106582
Good
Yes
Monthly
House
2,493
45,941
22
Female
80,549
Divorced
0
Bachelor's
null
17.759767
Suburban
Basic
2
2
552
4
2022-01-15 15:21:39.221386
Poor
No
Monthly
House
48
45,942
57
Female
34,550
Divorced
0
High School
Self-Employed
33.553379
Suburban
Comprehensive
1
6
724
4
2021-07-03 15:21:39.168099
Poor
No
Weekly
House
4,928
45,943
55
Female
29,397
Divorced
4
PhD
Self-Employed
29.959325
Suburban
Basic
4
16
317
4
2020-10-31 15:21:39.090124
Average
No
Daily
Condo
1,860
45,944
40
Female
5,857
Divorced
0
Master's
Self-Employed
13.555061
Urban
Basic
null
4
613
8
2020-06-30 15:21:39.219432
Poor
No
Daily
Condo
1,358
45,945
50
Female
90,725
Married
2
PhD
null
22.554945
Urban
Basic
3
12
387
1
2022-09-23 15:21:39.215386
Poor
Yes
Rarely
House
1,479
45,946
53
Female
72,892
Divorced
4
Master's
Unemployed
null
Suburban
Basic
null
4
647
1
2023-10-25 15:21:39.084065
Good
Yes
Daily
Apartment
397
45,947
44
Male
9,704
Divorced
2
High School
Self-Employed
2.520712
Suburban
Comprehensive
null
19
670
5
2023-03-10 15:21:39.224915
null
Yes
Monthly
Apartment
611
45,948
59
Male
72,674
null
3
High School
Unemployed
29.699908
Urban
Basic
null
2
533
8
2021-08-31 15:21:39.194829
Poor
No
Daily
Apartment
2,274
45,949
53
Female
2,829
Single
0
High School
Unemployed
17.425827
Suburban
Premium
1
0
658
9
2021-09-30 15:21:39.256696
null
No
Monthly
House
456
45,950
50
Female
7,181
Divorced
0
Master's
Employed
20.955156
Rural
Basic
2
12
null
1
2022-01-22 15:21:39.090124
Average
No
Monthly
House
1,281
45,951
58
Female
15,783
Married
2
Master's
null
7.893931
Rural
Comprehensive
null
13
816
1
2022-02-14 15:21:39.155231
Poor
Yes
Daily
Apartment
825
45,952
32
Male
5,814
Single
0
Bachelor's
null
42.537436
Rural
Premium
1
3
684
3
2021-10-29 15:21:39.094752
Average
No
Daily
Apartment
843
45,953
23
Male
548
Married
1
PhD
Employed
null
Urban
Premium
1
4
822
4
2019-11-02 15:21:39.204790
Good
No
Daily
Apartment
809
45,954
61
Female
24,428
Married
3
Master's
null
17.35234
Rural
Comprehensive
null
0
784
8
2023-03-02 15:21:39.154008
Average
No
Rarely
House
819
45,955
41
Male
18,368
Divorced
2
Master's
Unemployed
26.845289
Rural
Basic
1
6
534
2
2023-04-27 15:21:39.146733
Average
Yes
Daily
House
1,449
45,956
19
Male
10,104
Married
0
PhD
Employed
11.472786
Urban
Premium
0
16
786
1
2022-10-01 15:21:39.229482
Good
No
Monthly
House
3,553
45,957
58
Female
11,561
Single
1
Bachelor's
null
25.859693
Rural
Comprehensive
0
16
552
7
2023-07-28 15:21:39.264504
Good
No
Weekly
Apartment
1,020
45,958
43
Male
25,759
Divorced
null
PhD
Self-Employed
44.07104
Suburban
Premium
2
2
647
5
2022-07-11 15:21:39.167099
Poor
No
Daily
Apartment
1,939
45,959
61
Female
85,588
Married
3
High School
Employed
null
Suburban
Basic
0
12
478
6
2020-05-15 15:21:39.155231
Average
Yes
Monthly
House
583
45,960
18
Male
81,558
Single
3
High School
Unemployed
23.391348
Urban
Basic
0
2
449
1
2023-05-18 15:21:39.134960
Good
Yes
Daily
House
886
45,961
57
Female
109,243
Divorced
3
High School
Unemployed
14.492802
Suburban
Premium
null
7
609
8
2019-12-09 15:21:39.134960
Poor
Yes
Monthly
House
199
45,962
55
Male
4,916
Single
2
High School
Employed
10.558131
Suburban
Comprehensive
1
5
301
6
2023-08-25 15:21:39.226954
Poor
No
Daily
Apartment
34
45,963
60
Female
91,859
Single
null
PhD
Employed
null
Suburban
Basic
1
16
487
5
2021-09-06 15:21:39.237118
Good
Yes
Monthly
Apartment
1,016
45,964
34
Male
12,963
Married
0
PhD
null
44.05846
Rural
Comprehensive
0
14
647
2
2020-06-15 15:21:39.205850
Average
No
Rarely
Condo
489
45,965
39
Female
2,883
Married
4
High School
Unemployed
null
Suburban
Comprehensive
null
0
782
9
2023-09-22 15:21:39.205850
Poor
No
Rarely
House
2,455
45,966
18
Female
24,595
Divorced
3
PhD
Unemployed
13.726117
Urban
Basic
null
12
320
5
2022-02-13 15:21:39.155231
Poor
Yes
Monthly
Condo
1,056
45,967
60
Male
null
Single
null
PhD
null
null
Urban
Premium
1
17
372
6
2023-06-27 15:21:39.090124
Good
Yes
Daily
House
1,119
45,968
51
Female
7,981
Single
3
High School
Employed
16.988701
Rural
Premium
null
3
774
7
2024-05-04 15:21:39.155231
Average
No
Daily
Apartment
764
45,969
59
Male
47,351
Married
3
PhD
Employed
25.826305
Rural
Premium
0
13
531
9
2024-05-15 15:21:39.095696
Poor
Yes
Rarely
Apartment
201
45,970
52
Female
627
Married
4
Bachelor's
Self-Employed
11.496859
Suburban
Basic
1
1
477
3
2022-07-12 15:21:39.083497
Poor
No
Weekly
Condo
1,811
45,971
26
Female
44,616
Married
1
Master's
Self-Employed
31.080831
Urban
Premium
1
19
576
9
2021-11-28 15:21:39.134960
Good
No
Rarely
Condo
1,057
45,972
23
Male
26,861
Divorced
1
Bachelor's
Employed
15.085519
Urban
Comprehensive
2
5
624
1
2023-03-22 15:21:39.154008
Average
No
Monthly
House
1,170
45,973
null
Male
1,060
Single
2
High School
Employed
5.506812
Urban
Basic
2
8
596
2
2022-07-23 15:21:39.134960
Poor
Yes
Monthly
House
481
45,974
19
Male
33,147
Divorced
3
Bachelor's
Unemployed
40.221381
Suburban
Comprehensive
2
3
690
7
2022-03-02 15:21:39.155231
Average
Yes
Monthly
House
1,051
45,975
58
Female
2,858
Divorced
0
High School
null
21.868986
Suburban
Premium
0
13
null
2
2021-08-02 15:21:39.155231
Average
Yes
Daily
Condo
396
45,976
20
Male
13,982
Married
0
PhD
Employed
5.846136
Suburban
Premium
2
13
546
6
2024-06-03 15:21:39.256696
Average
Yes
Daily
Apartment
1,094
45,977
30
Female
637
Married
1
Bachelor's
Self-Employed
26.696701
Rural
Basic
null
0
478
3
2023-11-02 15:21:39.092127
Good
Yes
Monthly
House
1,044
45,978
38
Male
104,729
Single
null
Bachelor's
Self-Employed
44.497864
Urban
Basic
1
5
532
8
2019-09-13 15:21:39.224915
Average
Yes
Rarely
Apartment
3,515
45,979
40
Male
966
Married
0
PhD
Self-Employed
null
Suburban
Basic
1
0
613
9
2021-10-04 15:21:39.194829
Good
No
Monthly
Apartment
615
45,980
18
Male
515
Single
4
Master's
null
22.534157
Urban
Basic
null
10
431
5
2022-05-31 15:21:39.134960
Average
Yes
Daily
House
1,219
45,981
58
Female
5,938
Single
0
PhD
null
22.679912
Rural
Comprehensive
1
15
685
1
2022-01-29 15:21:39.191219
Average
Yes
Weekly
House
616
45,982
39
Male
38,171
Divorced
1
High School
Employed
30.891706
Suburban
Basic
1
14
587
9
2022-12-07 15:21:39.084065
Good
No
Weekly
Condo
684
45,983
38
Male
17,850
Single
0
Bachelor's
Employed
19.396625
Urban
Premium
0
1
784
5
2021-12-10 15:21:39.183598
Poor
No
Weekly
House
671
45,984
21
Male
16,058
Married
0
High School
null
14.159775
Urban
Premium
null
3
768
2
2020-11-21 15:21:39.209847
Average
No
Rarely
Apartment
942
45,985
34
Female
1,215
Divorced
4
Master's
Unemployed
23.279027
Suburban
Premium
0
2
819
8
2021-12-27 15:21:39.288099
Good
No
Weekly
House
131
45,986
60
Female
42,822
Divorced
1
Master's
null
44.738986
Urban
Comprehensive
0
14
722
2
2019-12-12 15:21:39.123711
Average
Yes
Rarely
Condo
2,859
45,987
22
Female
4,968
Single
1
Bachelor's
Employed
15.664403
Suburban
Comprehensive
1
1
484
3
2020-04-11 15:21:39.251142
Good
No
Rarely
Apartment
491
45,988
52
Female
6,675
Married
1
Bachelor's
Unemployed
30.159524
Rural
Comprehensive
1
15
603
5
2023-08-01 15:21:39.286113
Poor
Yes
Monthly
Apartment
965
45,989
62
Male
12,061
Divorced
0
Bachelor's
Self-Employed
25.086276
Urban
Premium
null
19
723
3
2020-01-10 15:21:39.087123
Average
Yes
Rarely
Apartment
1,854
45,990
54
Male
8,061
Married
2
PhD
Employed
null
Urban
Basic
0
17
543
8
2023-12-05 15:21:39.155231
Poor
Yes
Monthly
Apartment
913
45,991
56
Male
145,481
Divorced
0
High School
Self-Employed
30.157971
Suburban
Basic
2
11
353
7
2022-04-08 15:21:39.134960
Good
No
Rarely
Condo
3,315
45,992
41
Male
20,597
Married
3
High School
Self-Employed
52.736514
Urban
Comprehensive
null
18
668
2
2019-11-23 15:21:39.091080
Good
No
Monthly
House
2,813
45,993
52
Female
27,190
Single
null
Master's
Unemployed
44.722102
Rural
Basic
null
5
410
4
2023-02-02 15:21:39.125660
Average
No
Monthly
Apartment
2,693
45,994
19
Male
52,685
Single
1
Bachelor's
Self-Employed
14.934189
Suburban
Premium
0
17
543
9
2020-07-03 15:21:39.180553
Average
No
Daily
House
382
45,995
55
Female
3,414
Single
1
High School
Employed
39.282737
Urban
Premium
2
12
513
5
2023-03-02 15:21:39.132191
Average
Yes
Monthly
Apartment
1,577
45,996
29
Male
1,098
Divorced
0
Bachelor's
Employed
null
Rural
Basic
0
9
641
3
2022-07-31 15:21:39.134960
Poor
Yes
Rarely
Apartment
559
45,997
29
Female
10,033
Single
2
High School
null
22.981067
Rural
Basic
0
6
653
1
2022-04-24 15:21:39.250151
Average
No
Monthly
Condo
843
45,998
24
Male
20,237
Single
2
PhD
Self-Employed
26.755851
Urban
Premium
2
14
303
2
2022-08-30 15:21:39.129190
Good
No
Daily
Condo
1,183
45,999
59
Female
5,875
Divorced
0
Master's
Employed
25.354299
Suburban
Premium
1
11
786
8
2023-10-03 15:21:39.198406
Average
No
Weekly
Condo
2,612