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
1,188,800
23
Female
4,533
Divorced
2
PhD
null
35.676822
Suburban
Premium
null
14
473
1
2020-06-15 15:21:39.268507
Poor
No
Weekly
Apartment
484
1,188,801
49
Male
23,564
Married
null
Master's
Employed
29.573577
Rural
Comprehensive
1
16
490
7
2020-11-04 15:21:39.243823
Good
No
Weekly
Condo
608
1,188,802
54
Female
15,983
Single
0
Bachelor's
null
46.734933
Suburban
Premium
1
17
462
8
2023-04-15 15:21:39.122134
Poor
No
Weekly
House
1,863
1,188,803
27
Female
16,538
Single
1
Bachelor's
Employed
23.911717
Rural
Premium
0
10
null
6
2021-01-26 15:21:39.177724
Poor
Yes
Weekly
Apartment
1,371
1,188,804
43
Female
108
Divorced
null
Bachelor's
null
15.55101
Rural
Basic
null
0
530
3
2020-05-19 15:21:39.148733
Average
Yes
Monthly
House
685
1,188,805
24
Male
1,227
Divorced
0
PhD
Employed
null
Suburban
Premium
1
10
692
7
2019-09-01 15:21:39.186212
Average
Yes
Daily
Condo
2,196
1,188,806
49
Female
39,088
Single
4
High School
Employed
23.83872
Rural
Comprehensive
1
18
517
8
2022-01-20 15:21:39.098696
Average
No
Weekly
Apartment
1,096
1,188,807
21
Female
3,565
Divorced
0
Bachelor's
null
25.99095
Urban
Premium
null
8
478
2
2022-01-06 15:21:39.143708
Average
Yes
Daily
House
652
1,188,808
45
Female
16,077
Single
4
PhD
null
29.965795
Suburban
Basic
null
18
462
9
2024-03-03 15:21:39.222387
Good
Yes
Weekly
Condo
837
1,188,809
62
Female
87,629
Married
1
Master's
Self-Employed
11.929422
Suburban
Comprehensive
3
2
472
1
2024-06-10 15:21:39.222387
Poor
Yes
Daily
Condo
585
1,188,810
21
Female
15,284
Married
0
Bachelor's
Employed
37.848786
Rural
Comprehensive
null
16
553
8
2022-02-15 15:21:39.172097
Average
No
Daily
Apartment
886
1,188,811
34
Female
17,054
Divorced
0
Master's
null
18.153317
Suburban
Basic
1
7
729
4
2020-10-09 15:21:39.155231
Good
No
Daily
House
647
1,188,812
27
Male
28,961
Divorced
3
Master's
Employed
43.470716
Rural
Basic
2
6
719
5
2020-01-03 15:21:39.134960
Poor
No
Weekly
Condo
934
1,188,813
18
Male
8,061
Single
3
Master's
Unemployed
44.456466
Suburban
Premium
null
11
543
3
2021-10-10 15:21:39.235012
Average
Yes
Rarely
House
1,037
1,188,814
43
Female
2,700
Single
2
PhD
Self-Employed
7.859607
Suburban
Comprehensive
0
1
624
1
2019-09-20 15:21:39.185215
Good
Yes
Weekly
Condo
25
1,188,815
18
Male
80,725
Married
4
Bachelor's
Unemployed
31.084859
Rural
Comprehensive
null
15
662
2
2022-02-19 15:21:39.155231
Average
Yes
Daily
House
150
1,188,816
34
Female
19,435
Single
2
High School
Self-Employed
27.894067
Urban
Basic
0
3
null
6
2023-01-28 15:21:39.155231
null
Yes
Rarely
Apartment
196
1,188,817
38
Female
3,126
Single
0
Master's
Employed
8.071515
Suburban
Basic
2
6
659
2
2020-11-10 15:21:39.248098
Poor
Yes
Daily
House
1,829
1,188,818
29
Male
78,285
Married
4
Bachelor's
Employed
27.353018
Suburban
Basic
null
11
680
8
2020-07-18 15:21:39.150730
Good
No
Rarely
Apartment
78
1,188,819
24
Female
16,862
Single
1
PhD
Employed
4.68385
Urban
Comprehensive
2
2
null
2
2021-12-15 15:21:39.134960
Poor
Yes
Daily
House
821
1,188,820
33
Female
56,387
Divorced
2
Master's
null
16.879365
Urban
Premium
null
5
728
9
2020-06-01 15:21:39.152732
Poor
No
Weekly
Condo
261
1,188,821
45
Female
61,164
Divorced
4
Master's
null
32.594358
Rural
Premium
null
12
553
1
2022-10-13 15:21:39.134960
Good
Yes
Weekly
Condo
353
1,188,822
51
Male
3,193
Divorced
null
PhD
Employed
28.07985
Rural
Basic
1
17
690
9
2022-08-10 15:21:39.254678
Average
No
Rarely
Condo
1,854
1,188,823
21
Female
57,865
Married
0
Master's
Self-Employed
51.849036
Suburban
Comprehensive
null
6
730
2
2021-01-31 15:21:39.091080
Good
No
Rarely
House
101
1,188,824
50
Female
5,958
Divorced
1
Bachelor's
Unemployed
34.469525
Urban
Comprehensive
3
0
469
8
2023-09-18 15:21:39.226954
Good
No
Weekly
House
2,251
1,188,825
57
Male
39,505
Divorced
1
Bachelor's
null
51.807006
Rural
Premium
null
6
377
3
2021-05-03 15:21:39.117183
Average
No
Daily
House
1,465
1,188,826
20
Female
27,962
Married
2
Master's
Self-Employed
24.486794
Urban
Basic
1
0
356
6
2024-07-27 15:21:39.134960
Poor
Yes
Weekly
Condo
681
1,188,827
47
Male
14,091
Divorced
2
Bachelor's
Self-Employed
null
Suburban
Comprehensive
1
10
622
2
2023-02-27 15:21:39.209847
Average
No
Daily
Apartment
918
1,188,828
28
Female
70,797
Divorced
3
PhD
Unemployed
null
Rural
Premium
2
2
675
9
2024-02-09 15:21:39.172097
Good
No
Daily
Condo
652
1,188,829
48
Male
47,445
Divorced
4
Bachelor's
Self-Employed
41.773043
Urban
Comprehensive
1
6
434
6
2020-04-12 15:21:39.155231
Average
No
Monthly
House
397
1,188,830
56
Female
43,463
Single
0
High School
null
15.12895
Suburban
Comprehensive
0
1
779
1
2020-10-18 15:21:39.264504
Poor
No
Weekly
Apartment
761
1,188,831
47
Male
45,966
Married
1
PhD
Unemployed
7.05277
Rural
Comprehensive
0
18
528
2
2020-01-27 15:21:39.155231
Good
No
Monthly
Condo
724
1,188,832
49
Female
9,962
Married
0
PhD
Employed
32.085385
Suburban
Comprehensive
0
8
718
6
2023-06-13 15:21:39.191219
Poor
Yes
Rarely
Apartment
1,801
1,188,833
44
Female
28,791
Married
0
PhD
Employed
32.979441
Urban
Comprehensive
1
12
null
5
2020-12-02 15:21:39.235012
Average
Yes
Weekly
Condo
487
1,188,834
35
Male
14,502
Married
3
Bachelor's
null
22.944448
Suburban
Premium
2
16
847
5
2020-02-03 15:21:39.169102
Average
No
Monthly
Apartment
850
1,188,835
41
Female
15,966
Divorced
4
Bachelor's
Self-Employed
13.912877
Urban
Basic
null
19
843
1
2021-12-07 15:21:39.081504
null
No
Weekly
Apartment
1,329
1,188,836
20
Male
2,832
Single
2
PhD
Unemployed
20.749804
Urban
Premium
2
8
513
6
2023-07-22 15:21:39.155231
Good
Yes
Monthly
House
815
1,188,837
37
Male
27,172
Single
0
High School
Employed
42.073068
Rural
Basic
null
18
476
5
2021-03-23 15:21:39.168099
Poor
Yes
Monthly
House
3,929
1,188,838
42
Male
46,902
null
1
Master's
Unemployed
17.066381
Rural
Premium
null
0
459
1
2020-01-19 15:21:39.134960
Poor
Yes
Daily
House
467
1,188,839
22
Male
24,863
Divorced
4
PhD
Employed
40.097389
Rural
Comprehensive
1
11
590
1
2020-01-15 15:21:39.084065
Poor
Yes
Rarely
Apartment
1,083
1,188,840
26
Female
8,880
Divorced
null
Bachelor's
Employed
6.556664
Suburban
Premium
null
8
693
1
2024-07-04 15:21:39.134960
Good
Yes
Weekly
House
1,232
1,188,841
53
Female
6,278
Single
4
High School
Unemployed
9.332717
Rural
Basic
0
13
725
5
2023-06-20 15:21:39.208842
Good
No
Daily
Apartment
412
1,188,842
30
Male
5,817
Single
null
High School
Self-Employed
26.39473
Rural
Comprehensive
null
12
663
6
2021-04-14 15:21:39.237118
Good
Yes
Weekly
House
830
1,188,843
23
Male
54,494
Single
4
High School
Self-Employed
37.891998
Suburban
Premium
2
3
472
1
2022-12-15 15:21:39.098696
Good
No
Weekly
House
426
1,188,844
31
Male
66,772
Married
0
Master's
Self-Employed
3.366867
Rural
Premium
1
2
465
9
2021-05-31 15:21:39.283783
null
Yes
Daily
House
812
1,188,845
52
Male
34,753
Single
3
PhD
Employed
27.726368
Rural
Comprehensive
0
7
400
7
2021-01-29 15:21:39.226954
Good
Yes
Daily
House
2,430
1,188,846
43
Male
44,244
Divorced
1
Master's
Employed
44.498426
Rural
Premium
1
7
795
8
2021-03-07 15:21:39.155231
Poor
No
Weekly
House
44
1,188,847
59
Female
56,583
Single
2
Bachelor's
Self-Employed
null
Suburban
Premium
0
18
469
4
2019-11-20 15:21:39.155231
null
Yes
Daily
Condo
1,452
1,188,848
51
Male
11,004
Divorced
2
High School
Unemployed
16.719649
Urban
Basic
null
18
664
6
2021-02-03 15:21:39.276901
Poor
No
Rarely
House
801
1,188,849
19
Male
30,535
Married
0
Master's
Unemployed
18.373178
Suburban
Comprehensive
0
10
816
7
2021-09-15 15:21:39.091080
Poor
Yes
Daily
Apartment
996
1,188,850
21
Male
648
Divorced
2
High School
Unemployed
39.054846
Urban
Premium
0
8
434
2
2024-03-16 15:21:39.237118
Good
Yes
Rarely
House
603
1,188,851
24
Female
1,268
Divorced
4
PhD
Employed
16.939102
Suburban
Basic
2
8
null
8
2023-08-22 15:21:39.254678
Poor
No
Rarely
House
1,590
1,188,852
40
Male
51,603
Single
3
Master's
Self-Employed
null
Suburban
Basic
null
19
381
6
2023-08-02 15:21:39.179186
Good
Yes
Rarely
Condo
603
1,188,853
62
Female
63,947
Divorced
2
High School
null
30.162674
Urban
Premium
2
0
330
9
2020-03-22 15:21:39.226954
Good
No
Rarely
House
767
1,188,854
29
Male
50,819
Married
2
High School
Employed
21.782899
Urban
Basic
0
12
325
7
2020-11-27 15:21:39.286113
Poor
No
Rarely
House
489
1,188,855
20
Female
56,336
Married
3
PhD
Unemployed
36.703503
Rural
Comprehensive
0
3
696
9
2024-02-24 15:21:39.205850
Poor
No
Monthly
Condo
282
1,188,856
32
Male
17,297
Married
3
Master's
null
7.063123
Suburban
Comprehensive
0
5
null
8
2024-04-08 15:21:39.180553
Poor
No
Rarely
Apartment
1,604
1,188,857
36
Female
5,876
Married
1
High School
Self-Employed
11.777633
Suburban
Premium
0
17
481
6
2022-04-06 15:21:39.219432
Average
Yes
Monthly
Condo
1,320
1,188,858
33
Male
32,281
Single
4
High School
Unemployed
6.804959
Rural
Premium
0
8
449
1
2022-01-16 15:21:39.081504
Good
Yes
Weekly
Apartment
1,255
1,188,859
63
Female
1,486
Divorced
0
Bachelor's
Self-Employed
32.686483
Urban
Comprehensive
0
17
431
6
2023-06-13 15:21:39.134960
Poor
Yes
Monthly
Condo
1,421
1,188,860
33
Female
55,875
Single
null
PhD
Employed
15.523976
Suburban
Comprehensive
3
12
759
8
2021-12-07 15:21:39.249100
Good
Yes
Daily
House
2,512
1,188,861
53
Female
87,032
Divorced
4
Master's
Self-Employed
11.827161
Suburban
Comprehensive
1
6
544
2
2023-10-06 15:21:39.206847
Average
No
Monthly
Condo
130
1,188,862
null
Male
84,853
Married
2
High School
null
27.572488
Suburban
Basic
null
14
488
5
2023-04-29 15:21:39.126661
Poor
Yes
Monthly
House
4,547
1,188,863
26
Male
33,014
Married
2
High School
null
33.051314
Urban
Premium
null
0
647
4
2022-12-15 15:21:39.110557
Poor
Yes
Daily
Apartment
1,113
1,188,864
47
Male
1,389
Divorced
4
Bachelor's
Employed
null
Suburban
Comprehensive
null
10
449
8
2022-08-12 15:21:39.192212
Poor
Yes
Daily
Apartment
1,746
1,188,865
39
Female
3,851
Single
0
PhD
null
37.28161
Urban
Premium
2
1
840
7
2019-10-30 15:21:39.251142
Average
No
Monthly
House
1,184
1,188,866
37
Male
36,729
Married
4
Bachelor's
Self-Employed
30.955759
Rural
Basic
1
4
null
6
2023-11-04 15:21:39.114118
Good
Yes
Daily
House
972
1,188,867
21
Female
45,987
Divorced
4
Bachelor's
null
26.945774
Urban
Premium
null
8
752
1
2022-12-23 15:21:39.250151
Average
No
Weekly
House
1,238
1,188,868
53
Female
114,774
Divorced
3
High School
Self-Employed
22.7727
Rural
Premium
null
17
484
7
2020-01-05 15:21:39.099739
Good
No
Rarely
Condo
2,685
1,188,869
50
Female
10,287
Married
3
High School
Self-Employed
15.653018
Urban
Comprehensive
0
10
575
5
2023-03-31 15:21:39.249100
null
No
Weekly
Apartment
118
1,188,870
60
Male
16,649
Single
4
Master's
null
13.48493
Suburban
Comprehensive
1
7
661
1
2023-01-18 15:21:39.214388
Poor
No
Rarely
Apartment
712
1,188,871
29
Female
44,976
Divorced
3
Master's
Self-Employed
36.906381
Rural
Comprehensive
1
3
null
1
2024-02-14 15:21:39.087123
Average
No
Weekly
Apartment
1,014
1,188,872
63
Male
23,652
Single
1
Bachelor's
null
19.736836
Suburban
Basic
0
14
586
4
2023-12-20 15:21:39.194829
Good
No
Rarely
Condo
2,216
1,188,873
60
Female
17,013
Single
0
PhD
Unemployed
43.286657
Rural
Basic
0
18
585
1
2023-04-02 15:21:39.254678
Poor
No
Weekly
House
2,456
1,188,874
43
Male
24,371
Single
0
PhD
Unemployed
37.478628
Suburban
Basic
1
19
453
3
2024-03-25 15:21:39.213373
Good
No
Weekly
Condo
735
1,188,875
28
Male
6,916
Married
2
Master's
null
13.916567
Urban
Premium
0
18
455
9
2022-06-27 15:21:39.236064
Good
Yes
Weekly
Condo
882
1,188,876
30
Male
393
Single
3
Bachelor's
Unemployed
19.776574
Suburban
Basic
null
3
836
8
2022-08-30 15:21:39.155231
Good
Yes
Weekly
Condo
776
1,188,877
20
Female
3,046
Divorced
3
Master's
Employed
9.12626
Rural
Premium
0
13
null
4
2023-02-21 15:21:39.265513
Poor
No
Daily
Condo
2,773
1,188,878
48
Male
6,942
Divorced
4
PhD
Employed
10.812168
Rural
Comprehensive
null
5
null
8
2022-06-21 15:21:39.155231
Good
No
Monthly
Apartment
1,426
1,188,879
57
Male
5,879
Married
4
High School
Employed
9.835886
Rural
Comprehensive
2
9
586
5
2021-11-14 15:21:39.154008
Good
No
Monthly
Condo
3,603
1,188,880
57
Female
26,604
Married
4
High School
Self-Employed
8.829887
Rural
Comprehensive
null
10
577
3
2021-07-18 15:21:39.143708
Average
No
Monthly
House
474
1,188,881
23
Male
23,590
Married
3
PhD
null
16.749762
Urban
Basic
null
12
653
7
2021-05-22 15:21:39.134960
Average
Yes
Monthly
Condo
741
1,188,882
48
Male
24,603
Married
1
PhD
Unemployed
23.263936
Urban
Basic
2
13
476
6
2023-02-11 15:21:39.122134
Good
No
Daily
Apartment
909
1,188,883
45
Female
7,821
Single
1
Bachelor's
Unemployed
24.83785
Urban
Comprehensive
0
9
null
5
2022-11-18 15:21:39.236064
Good
No
Rarely
House
524
1,188,884
43
Female
53,361
Divorced
1
Bachelor's
null
28.244038
Urban
Premium
2
1
459
8
2022-07-25 15:21:39.208842
Poor
Yes
Weekly
Apartment
2,377
1,188,885
18
Male
2,854
Single
2
PhD
Employed
27.284584
Rural
Basic
2
7
398
9
2020-01-30 15:21:39.155231
Poor
Yes
Rarely
House
803
1,188,886
40
Male
10,861
Married
4
Bachelor's
null
21.095437
Urban
Basic
1
7
677
5
2021-01-18 15:21:39.143708
Average
No
Monthly
Condo
627
1,188,887
50
Male
1,235
Single
2
PhD
Unemployed
null
Rural
Basic
1
11
585
5
2022-10-08 15:21:39.134960
Poor
No
Monthly
House
1,377
1,188,888
42
Female
73,974
Single
2
PhD
Unemployed
5.054086
Rural
Basic
2
18
492
4
2022-09-10 15:21:39.134960
Poor
No
Monthly
House
380
1,188,889
60
Female
45,926
Single
0
High School
Self-Employed
8.270625
Urban
Premium
0
11
618
5
2022-12-26 15:21:39.221386
Poor
No
Rarely
Condo
966
1,188,890
33
Male
132,412
Divorced
2
Bachelor's
null
28.067803
Suburban
Basic
null
2
467
2
2024-08-01 15:21:39.175719
Poor
Yes
Monthly
House
1,879
1,188,891
38
Male
27,633
Married
0
Bachelor's
Unemployed
18.07823
Suburban
Basic
1
11
503
8
2023-04-26 15:21:39.096739
Poor
No
Monthly
Condo
745
1,188,892
63
Female
62,818
Divorced
1
Bachelor's
Self-Employed
21.651372
Suburban
Premium
0
9
709
2
2023-02-02 15:21:39.132191
Good
Yes
Weekly
Condo
213
1,188,893
42
Female
43,471
Divorced
null
Bachelor's
Employed
23.776881
Suburban
Basic
4
4
526
3
2023-01-03 15:21:39.121169
Poor
Yes
Monthly
Apartment
1,806
1,188,894
46
Male
86,381
Single
1
High School
null
45.07918
Suburban
Comprehensive
null
17
377
8
2022-12-01 15:21:39.155231
Poor
Yes
Rarely
Condo
1,378
1,188,895
43
Male
69,645
Divorced
null
High School
Employed
25.278939
Rural
Premium
1
12
310
4
2023-09-08 15:21:39.092127
Average
Yes
Rarely
Condo
1,390
1,188,896
60
Female
28,096
Divorced
3
PhD
null
16.847351
Urban
Comprehensive
null
7
388
9
2022-02-14 15:21:39.237118
Average
No
Daily
House
1,008
1,188,897
18
Female
20,236
Single
0
PhD
Self-Employed
10.519824
Urban
Premium
3
1
678
1
2020-05-08 15:21:39.154008
Good
No
Monthly
Condo
1,248
1,188,898
46
Female
27,358
Single
2
PhD
Self-Employed
29.769253
Suburban
Premium
0
7
null
2
2022-03-29 15:21:39.261856
Good
No
Weekly
House
919
1,188,899
62
Female
17,955
Single
3
High School
Employed
46.896173
Rural
Comprehensive
0
16
777
6
2023-12-23 15:21:39.082499
Average
No
Weekly
House
1,622