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
1,162,900
30
Male
20,862
Single
null
Master's
Employed
28.68483
Urban
Premium
1
4
612
9
2019-12-19 15:21:39.151732
Good
No
Daily
Apartment
719
1,162,901
33
Female
16,862
Single
4
PhD
Unemployed
4.28571
Urban
Comprehensive
1
17
626
5
2023-05-24 15:21:39.278402
Poor
Yes
Daily
Apartment
838
1,162,902
40
Female
26
Divorced
2
Master's
Employed
null
Rural
Comprehensive
null
3
708
9
2023-10-14 15:21:39.155231
Poor
Yes
Rarely
House
874
1,162,903
62
Male
38,103
Married
0
High School
Employed
24.976257
Suburban
Premium
null
5
614
3
2023-10-25 15:21:39.276901
Average
No
Daily
Condo
1,020
1,162,904
48
Male
31,412
Married
4
Bachelor's
Self-Employed
9.142258
Rural
Comprehensive
3
2
672
3
2023-04-19 15:21:39.169102
Good
Yes
Daily
Apartment
2,054
1,162,905
44
Female
1,029
null
4
High School
Employed
20.898891
Rural
Comprehensive
0
5
837
1
2023-11-02 15:21:39.125660
Average
No
Weekly
House
1,670
1,162,906
33
Female
32,627
Single
3
Bachelor's
Self-Employed
35.876341
Urban
Premium
null
4
348
8
2022-05-06 15:21:39.181605
null
No
Monthly
Apartment
1,037
1,162,907
27
Male
18,058
Divorced
2
High School
null
16.937182
Urban
Basic
0
16
null
1
2024-07-26 15:21:39.155231
Poor
No
Monthly
Condo
740
1,162,908
22
Female
1,098
Married
3
High School
null
13.965411
Suburban
Comprehensive
0
5
592
3
2023-12-07 15:21:39.254678
null
No
Rarely
House
1,642
1,162,909
53
Female
23,648
Married
1
PhD
null
16.935189
Urban
Comprehensive
0
9
779
2
2021-09-15 15:21:39.288099
Good
Yes
Weekly
Condo
477
1,162,910
60
Female
72,555
Married
1
PhD
Employed
29.244742
Urban
Comprehensive
1
4
818
8
2020-05-25 15:21:39.081504
Good
No
Rarely
House
188
1,162,911
null
Male
null
Divorced
4
Bachelor's
Unemployed
8.242459
Urban
Comprehensive
1
4
337
6
2019-12-03 15:21:39.201446
Good
Yes
Rarely
Apartment
2,066
1,162,912
37
Female
16,408
Married
2
High School
Self-Employed
19.509421
Urban
Basic
1
7
null
3
2023-03-15 15:21:39.087123
Average
Yes
Weekly
Condo
1,720
1,162,913
60
Male
30,894
Single
1
Master's
Self-Employed
42.899729
Suburban
Premium
1
7
684
4
2022-12-31 15:21:39.231531
Poor
No
Rarely
Condo
146
1,162,914
35
Female
30,450
Married
3
Master's
null
35.163437
Urban
Comprehensive
0
10
551
7
2021-01-23 15:21:39.081504
Average
Yes
Monthly
Condo
1,197
1,162,915
58
Female
35,200
Married
4
PhD
Employed
44.16153
Suburban
Premium
4
0
486
6
2024-04-12 15:21:39.114118
Good
No
Weekly
Condo
792
1,162,916
51
Male
16,105
Married
3
PhD
Employed
11.664888
Rural
Comprehensive
1
17
683
8
2024-06-12 15:21:39.248098
Good
No
Weekly
Condo
832
1,162,917
25
Female
108,391
Married
0
PhD
null
36.559844
Suburban
Comprehensive
0
7
779
5
2021-10-27 15:21:39.148733
Good
No
Daily
Apartment
407
1,162,918
39
Female
709
Divorced
1
Master's
null
12.813943
Suburban
Premium
null
4
799
8
2020-10-16 15:21:39.179186
Poor
No
Daily
Condo
388
1,162,919
28
Male
855
Divorced
3
Bachelor's
null
6.444218
Rural
Comprehensive
null
10
431
1
2019-12-07 15:21:39.134960
Good
No
Monthly
Apartment
705
1,162,920
42
Male
6,962
Married
0
High School
null
null
Rural
Basic
0
1
595
7
2020-09-18 15:21:39.237118
Average
Yes
Weekly
House
885
1,162,921
24
Male
3,546
Divorced
2
High School
Employed
39.085723
Urban
Basic
1
2
365
1
2022-11-11 15:21:39.090124
Good
No
Rarely
Condo
1,606
1,162,922
60
Male
103,376
Single
4
PhD
Unemployed
34.923172
Rural
Comprehensive
null
17
null
6
2020-07-28 15:21:39.219432
Average
No
Rarely
Apartment
115
1,162,923
29
Female
null
Single
4
Bachelor's
null
17.547489
Urban
Basic
1
17
null
2
2021-07-22 15:21:39.134960
Good
Yes
Monthly
House
95
1,162,924
24
Female
null
Single
1
High School
Unemployed
null
Urban
Comprehensive
1
6
447
7
2021-03-19 15:21:39.107553
Good
No
Daily
Apartment
1,325
1,162,925
28
Female
43,839
Single
3
Bachelor's
Unemployed
40.678097
Urban
Premium
null
0
605
1
2021-01-23 15:21:39.170099
Good
Yes
Monthly
Apartment
622
1,162,926
38
Female
24,996
Divorced
3
Master's
Self-Employed
23.137548
Urban
Premium
2
15
730
7
2024-05-21 15:21:39.261856
Good
No
Rarely
Condo
587
1,162,927
47
Female
44,289
Married
3
PhD
null
16.816375
Urban
Basic
null
15
559
3
2022-01-31 15:21:39.188220
Good
No
Weekly
Apartment
1,409
1,162,928
35
Male
492
Divorced
1
Master's
Self-Employed
null
Urban
Basic
null
0
589
2
2021-06-17 15:21:39.150730
Average
No
Weekly
Apartment
1,498
1,162,929
59
Male
15,507
Married
0
High School
Unemployed
19.946164
Urban
Comprehensive
1
0
695
4
2019-09-27 15:21:39.134960
Poor
No
Rarely
House
291
1,162,930
58
Female
4,878
Single
4
Bachelor's
Employed
38.505837
Urban
Comprehensive
null
12
685
4
2023-05-16 15:21:39.186212
Good
No
Daily
Apartment
101
1,162,931
27
Male
null
Married
1
PhD
null
25.676345
Suburban
Premium
null
0
437
7
2019-09-30 15:21:39.155231
Average
Yes
Daily
Apartment
592
1,162,932
36
Female
75,923
Single
1
High School
Employed
28.938314
Rural
Basic
3
9
653
6
2023-06-21 15:21:39.267454
Good
No
Weekly
Condo
293
1,162,933
35
Female
3,323
Single
3
PhD
Unemployed
37.881912
Urban
Basic
null
18
596
4
2022-10-21 15:21:39.237118
Poor
No
Daily
Apartment
2,660
1,162,934
25
Male
17,111
Single
4
Bachelor's
Self-Employed
30.757859
Urban
Basic
2
19
553
5
2021-01-02 15:21:39.134960
Average
Yes
Weekly
Apartment
684
1,162,935
55
Male
25,195
Married
4
Bachelor's
Employed
37.828115
Rural
Comprehensive
2
10
462
8
2024-04-08 15:21:39.134960
Good
No
Rarely
House
939
1,162,936
25
Female
15,215
Married
3
PhD
null
20.144819
Suburban
Basic
0
9
845
1
2022-09-30 15:21:39.150730
Good
Yes
Weekly
Condo
1,075
1,162,937
37
Male
30,373
Married
0
Bachelor's
Self-Employed
22.544431
Rural
Premium
0
7
702
5
2019-10-26 15:21:39.237118
Good
No
Rarely
House
449
1,162,938
51
Male
29,093
Divorced
0
PhD
Unemployed
24.454779
Urban
Premium
1
19
536
2
2020-12-01 15:21:39.285112
Poor
Yes
Weekly
Condo
2,286
1,162,939
29
Female
58,844
Single
4
PhD
null
39.509986
Urban
Comprehensive
1
17
761
2
2023-06-16 15:21:39.209847
null
Yes
Rarely
Apartment
2,925
1,162,940
33
Male
94,825
Divorced
1
PhD
Employed
46.564223
Rural
Basic
null
11
460
3
2023-07-04 15:21:39.226954
Poor
No
Daily
Apartment
1,269
1,162,941
34
Female
45,111
Married
0
High School
Unemployed
27.004625
Rural
Basic
3
4
637
8
2022-12-02 15:21:39.144722
Poor
No
Weekly
Condo
2,879
1,162,942
33
Male
41,086
Married
1
High School
Employed
33.926499
Rural
Basic
null
18
768
1
2020-09-11 15:21:39.132191
Poor
No
Daily
Condo
456
1,162,943
53
Male
null
Married
4
High School
Self-Employed
24.594314
Rural
Premium
0
2
690
2
2020-04-27 15:21:39.276901
Average
No
Monthly
House
278
1,162,944
18
Female
71,222
Divorced
4
Master's
null
11.659066
Suburban
Basic
2
16
482
2
2022-11-22 15:21:39.236064
Average
Yes
Monthly
Condo
2,416
1,162,945
43
Male
32,414
Single
2
Master's
Unemployed
21.089345
Urban
Basic
1
15
null
8
2019-09-18 15:21:39.278402
Poor
No
Monthly
Condo
358
1,162,946
54
Male
3,148
Single
null
Bachelor's
Self-Employed
7.782203
Suburban
Premium
0
2
706
2
2023-02-27 15:21:39.226954
Poor
Yes
Daily
Condo
100
1,162,947
38
Male
6,903
Single
1
High School
Unemployed
42.667437
Urban
Basic
null
6
749
7
2021-08-23 15:21:39.237118
Average
No
Daily
House
1,029
1,162,948
60
Male
45,927
Single
0
PhD
Employed
40.927981
Urban
Premium
0
8
586
4
2022-11-08 15:21:39.288099
Good
No
Monthly
House
839
1,162,949
58
Female
30,984
Married
3
PhD
null
13.816146
Rural
Premium
0
17
830
8
2024-07-24 15:21:39.286113
Average
Yes
Weekly
House
1,349
1,162,950
38
Male
68,994
Married
4
Bachelor's
Self-Employed
16.080075
Urban
Premium
null
2
405
5
2021-12-07 15:21:39.264504
Good
Yes
Daily
Apartment
199
1,162,951
21
Female
878
Divorced
4
High School
null
38.077262
Urban
Premium
0
18
744
9
2020-12-20 15:21:39.204790
Average
Yes
Rarely
Apartment
2,386
1,162,952
47
Male
10,949
Single
2
Bachelor's
Self-Employed
19.946186
Rural
Comprehensive
1
16
753
8
2020-10-16 15:21:39.167099
Poor
Yes
Weekly
Apartment
923
1,162,953
18
Male
1,064
Divorced
4
High School
Unemployed
null
Urban
Comprehensive
null
9
588
6
2022-09-22 15:21:39.273973
Good
Yes
Monthly
Condo
669
1,162,954
19
Male
52,548
Married
3
Bachelor's
Self-Employed
12.926605
Rural
Premium
0
19
357
4
2021-03-10 15:21:39.237118
Poor
Yes
Rarely
Condo
654
1,162,955
36
Female
17,077
Divorced
4
Bachelor's
null
26.827304
Urban
Comprehensive
1
0
null
4
2022-05-31 15:21:39.237118
Poor
No
Monthly
Condo
872
1,162,956
45
Male
24,885
Married
2
Bachelor's
Employed
47.05428
Urban
Basic
null
9
538
9
2020-12-13 15:21:39.169102
Poor
No
Monthly
Apartment
1,061
1,162,957
27
Female
914
Divorced
1
Bachelor's
Employed
46.987958
Urban
Basic
1
5
744
6
2021-11-27 15:21:39.106582
Poor
Yes
Weekly
Condo
2,536
1,162,958
51
Male
14,086
Married
1
High School
null
28.15102
Urban
Comprehensive
2
1
651
2
2023-01-27 15:21:39.237118
Average
No
Daily
House
1,085
1,162,959
59
Male
61,514
Single
2
PhD
null
35.557977
Rural
Basic
2
11
487
6
2019-09-07 15:21:39.237118
null
No
Daily
House
299
1,162,960
32
Female
70,878
Divorced
1
PhD
Unemployed
28.785256
Rural
Premium
1
13
359
2
2020-06-17 15:21:39.134960
Poor
Yes
Daily
House
103
1,162,961
20
Male
909
Married
2
High School
null
5.792889
Rural
Comprehensive
1
6
793
5
2020-04-16 15:21:39.155231
Average
Yes
Monthly
House
2,168
1,162,962
40
Male
40,512
Single
null
High School
Unemployed
7.367043
Suburban
Comprehensive
3
1
577
4
2024-05-20 15:21:39.216387
Poor
Yes
Daily
House
1,733
1,162,963
46
Male
36,711
Married
null
High School
null
20.836255
Suburban
Comprehensive
0
3
765
7
2019-11-18 15:21:39.110557
Good
Yes
Monthly
Apartment
149
1,162,964
42
Female
93,781
Divorced
4
High School
Employed
38.471895
Urban
Comprehensive
2
5
324
7
2021-12-15 15:21:39.265513
Good
Yes
Daily
Apartment
2,271
1,162,965
30
Male
26,822
Married
1
PhD
Employed
26.813578
Rural
Comprehensive
1
0
725
5
2022-04-18 15:21:39.188220
Average
No
Weekly
Condo
1,627
1,162,966
34
Female
2,391
Single
0
PhD
Self-Employed
14.99176
Urban
Premium
1
19
767
7
2024-04-07 15:21:39.118178
null
No
Weekly
Condo
2,658
1,162,967
32
Female
6,977
Married
null
Bachelor's
Self-Employed
18.058134
Urban
Basic
2
5
495
8
2022-09-23 15:21:39.155231
Good
Yes
Rarely
Apartment
1,414
1,162,968
50
Female
20,676
Divorced
1
PhD
Unemployed
30.152691
Rural
Premium
null
8
805
1
2024-07-07 15:21:39.155231
Poor
Yes
Weekly
Condo
1,116
1,162,969
24
Male
12,097
Divorced
3
Master's
Employed
37.957916
Suburban
Comprehensive
0
16
596
7
2022-07-18 15:21:39.087123
Average
No
Rarely
Apartment
1,643
1,162,970
28
Male
26,625
Single
0
Bachelor's
Employed
6.947104
Rural
Premium
null
4
785
8
2021-02-28 15:21:39.097737
Poor
Yes
Daily
Apartment
597
1,162,971
62
Male
61,670
Single
1
Master's
null
32.280014
Urban
Premium
2
6
745
4
2021-04-27 15:21:39.180553
Average
No
Daily
Condo
49
1,162,972
53
Male
18,280
Single
4
High School
null
22.845741
Suburban
Basic
null
14
656
1
2022-12-21 15:21:39.155231
Good
Yes
Monthly
Apartment
4,016
1,162,973
64
Male
6,866
Single
3
Master's
Unemployed
28.908756
Urban
Premium
null
10
453
6
2023-10-13 15:21:39.134960
Good
Yes
Daily
Condo
361
1,162,974
25
Male
4,723
Divorced
0
PhD
null
10.472386
Urban
Comprehensive
null
10
482
2
2023-01-11 15:21:39.247098
Poor
No
Daily
House
3,830
1,162,975
21
Male
3,323
Divorced
0
Bachelor's
Employed
20.240598
Urban
Comprehensive
1
2
798
1
2023-11-05 15:21:39.134960
Poor
No
Monthly
House
3,322
1,162,976
19
Male
15,671
Married
2
PhD
Employed
46.126767
Urban
Comprehensive
3
6
592
8
2020-04-17 15:21:39.225916
Good
Yes
Monthly
Condo
596
1,162,977
45
Female
99,561
Divorced
null
PhD
Employed
26.766404
Urban
Comprehensive
null
15
347
9
2024-05-09 15:21:39.250151
Poor
No
Weekly
House
366
1,162,978
40
Female
1,719
Divorced
0
Master's
null
null
Rural
Premium
null
11
486
9
2022-12-18 15:21:39.094752
Average
Yes
Weekly
House
687
1,162,979
40
Female
13,406
Married
3
High School
Employed
21.263553
Urban
Premium
1
7
836
3
2023-07-27 15:21:39.208842
Good
Yes
Rarely
Condo
872
1,162,980
null
Male
25,169
null
3
Bachelor's
null
31.058176
Rural
Basic
0
14
734
9
2021-03-28 15:21:39.172097
Poor
Yes
Daily
Apartment
1,150
1,162,981
31
Female
70,535
Married
2
Bachelor's
Employed
27.868584
Urban
Premium
0
8
664
6
2019-09-01 15:21:39.260856
Average
No
Daily
House
23
1,162,982
52
Female
61,812
Married
0
PhD
Self-Employed
21.998989
Urban
Basic
0
18
826
5
2020-05-03 15:21:39.172097
Good
Yes
Weekly
Condo
222
1,162,983
30
Male
24,275
Divorced
3
PhD
Self-Employed
40.569619
Suburban
Basic
1
6
null
2
2019-09-19 15:21:39.088124
Average
Yes
Rarely
Apartment
1,040
1,162,984
21
Female
87,942
Married
0
Bachelor's
null
26.958448
Urban
Basic
0
0
327
2
2023-05-22 15:21:39.172097
Good
No
Weekly
Condo
853
1,162,985
46
Male
728
Married
0
PhD
Unemployed
38.4538
Suburban
Premium
3
6
652
8
2023-01-05 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,422
1,162,986
56
Male
27,190
Single
4
Bachelor's
Self-Employed
33.01132
Urban
Comprehensive
null
15
633
1
2020-04-18 15:21:39.134960
Good
No
Weekly
Condo
564
1,162,987
58
Male
1,407
Divorced
2
High School
Employed
41.743296
Rural
Comprehensive
2
15
667
3
2024-03-25 15:21:39.206847
Poor
Yes
Daily
Condo
382
1,162,988
27
Female
8,069
Divorced
4
Bachelor's
null
21.895392
Rural
Basic
0
3
661
7
2023-06-02 15:21:39.263607
Poor
No
Monthly
Apartment
586
1,162,989
34
Female
44,667
Divorced
4
Master's
Unemployed
26.387928
Suburban
Basic
null
2
null
6
2023-06-29 15:21:39.257696
Average
Yes
Rarely
Apartment
862
1,162,990
32
Female
34,454
Single
1
Master's
null
6.489499
Suburban
Premium
null
6
762
5
2023-09-27 15:21:39.244069
Average
Yes
Monthly
Apartment
434
1,162,991
35
Female
20,276
Divorced
2
High School
null
39.868367
Suburban
Comprehensive
null
2
449
6
2022-05-03 15:21:39.218388
Good
Yes
Weekly
Apartment
992
1,162,992
48
Female
53,735
Single
1
Bachelor's
null
20.881699
Rural
Premium
null
19
334
3
2021-12-16 15:21:39.092127
Poor
No
Monthly
Condo
752
1,162,993
50
Male
20,361
Single
3
High School
Self-Employed
35.844699
Rural
Premium
0
3
769
5
2023-08-03 15:21:39.231531
Good
No
Weekly
Apartment
2,414
1,162,994
57
Male
14,887
Divorced
2
Bachelor's
Self-Employed
17.939139
Rural
Comprehensive
null
8
779
8
2022-08-16 15:21:39.204201
Average
Yes
Monthly
Condo
668
1,162,995
40
Male
58,514
Divorced
null
High School
Employed
21.958477
Rural
Comprehensive
null
1
435
3
2020-02-19 15:21:39.134960
Good
Yes
Weekly
Apartment
2,840
1,162,996
59
Female
25,554
Divorced
1
Master's
Unemployed
5.308082
Suburban
Premium
1
17
689
9
2020-09-12 15:21:39.155231
Poor
Yes
Daily
Apartment
33
1,162,997
60
Male
6,871
Divorced
0
Master's
Employed
3.939261
Urban
Basic
1
13
690
5
2024-03-03 15:21:39.246098
Average
Yes
Weekly
House
3,056
1,162,998
42
Female
24,603
Single
4
PhD
Employed
null
Suburban
Comprehensive
0
12
699
7
2020-03-03 15:21:39.180553
Poor
No
Weekly
Apartment
1,331
1,162,999
31
Male
95,575
Married
3
Bachelor's
null
12.994748
Suburban
Comprehensive
0
3
694
9
2024-06-16 15:21:39.283783
Good
No
Weekly
Condo
4,551