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
11,800
26
Male
1,455
Single
0
Bachelor's
Employed
52.959005
Suburban
Comprehensive
1
8
459
1
2022-08-12 15:21:39.283783
Average
Yes
Monthly
Condo
1,873
11,801
57
Male
40,881
Married
null
PhD
null
15.382019
Rural
Basic
1
13
571
8
2021-02-05 15:21:39.231531
Good
No
Monthly
Apartment
2,196
11,802
19
Female
100,957
Married
3
PhD
null
14.926115
Suburban
Comprehensive
0
3
356
2
2021-03-23 15:21:39.237118
Average
Yes
Daily
Apartment
39
11,803
20
Female
8,179
Divorced
3
PhD
Employed
29.944004
Rural
Basic
1
3
null
2
2023-09-21 15:21:39.155231
Average
Yes
Daily
Condo
975
11,804
32
Female
72,314
Married
3
PhD
Unemployed
null
Rural
Premium
null
0
494
1
2020-01-18 15:21:39.134960
Good
Yes
Weekly
Condo
1,133
11,805
24
Female
25,103
Single
1
PhD
null
17.09112
Suburban
Basic
0
17
716
8
2019-10-14 15:21:39.191219
Poor
Yes
Monthly
Condo
1,067
11,806
22
Male
16,963
Married
1
PhD
Self-Employed
42.828391
Rural
Premium
2
16
591
7
2022-01-03 15:21:39.194829
Average
Yes
Rarely
House
726
11,807
58
Female
53,523
Married
2
PhD
Self-Employed
31.979656
Suburban
Comprehensive
1
10
303
4
2021-05-19 15:21:39.155231
Average
Yes
Daily
Apartment
646
11,808
29
Male
23,891
Divorced
null
Bachelor's
Unemployed
24.582044
Urban
Basic
2
10
null
9
2023-10-05 15:21:39.285112
Poor
No
Rarely
House
903
11,809
37
Female
null
Married
3
Master's
Self-Employed
22.769223
Suburban
Basic
2
5
null
4
2024-03-30 15:21:39.118178
null
No
Monthly
House
2,481
11,810
46
Male
133,449
Divorced
3
PhD
Unemployed
41.510062
Urban
Premium
null
4
375
6
2024-03-15 15:21:39.201446
Average
Yes
Monthly
House
774
11,811
45
Female
2,639
Single
2
High School
Unemployed
10.647958
Suburban
Comprehensive
4
9
753
2
2020-06-21 15:21:39.167099
Poor
Yes
Daily
Apartment
589
11,812
23
Male
null
Divorced
0
PhD
null
42.899835
Urban
Basic
null
4
690
1
2022-06-16 15:21:39.176717
null
No
Weekly
Apartment
2,941
11,813
57
Female
61,872
Single
null
High School
Self-Employed
16.447776
Suburban
Basic
0
10
456
4
2021-07-24 15:21:39.186212
Average
No
Weekly
Condo
1,311
11,814
63
Female
6,072
Married
0
PhD
Employed
17.711103
Suburban
Premium
0
5
null
4
2019-12-31 15:21:39.123711
Average
Yes
Daily
Condo
1,041
11,815
33
Male
1,011
Single
1
Bachelor's
null
null
Suburban
Comprehensive
0
6
766
2
2020-08-20 15:21:39.190215
Average
No
Weekly
Condo
813
11,816
56
Male
108,472
Divorced
3
High School
Unemployed
9.054703
Rural
Comprehensive
null
7
332
8
2019-12-02 15:21:39.272456
Average
Yes
Daily
House
1,007
11,817
60
Female
1,488
Married
1
Bachelor's
Employed
30.844799
Suburban
Premium
1
17
495
6
2020-08-17 15:21:39.086123
Good
Yes
Weekly
Apartment
1,099
11,818
45
Female
4,854
Married
0
Master's
Employed
null
Urban
Comprehensive
null
17
null
9
2024-07-18 15:21:39.092127
Average
No
Daily
House
431
11,819
20
Female
26,962
Single
3
Bachelor's
Self-Employed
12.844157
Rural
Premium
null
2
725
7
2020-08-23 15:21:39.208842
Poor
No
Daily
Condo
1,476
11,820
61
Male
2,529
Single
3
High School
null
14.481115
Urban
Premium
0
9
326
2
2021-10-14 15:21:39.095696
Poor
Yes
Daily
House
868
11,821
33
Male
null
Single
4
Bachelor's
Unemployed
16.906157
Urban
Comprehensive
1
2
554
8
2021-01-21 15:21:39.237118
Poor
No
Monthly
Apartment
240
11,822
45
Male
7,468
Married
2
High School
Unemployed
39.897918
Urban
Comprehensive
null
19
828
5
2022-10-31 15:21:39.134960
Good
Yes
Rarely
House
3,025
11,823
21
Male
90,862
Divorced
0
High School
Self-Employed
17.715409
Suburban
Comprehensive
1
2
334
5
2024-07-10 15:21:39.244069
Poor
No
Daily
Condo
30
11,824
38
Male
18,561
Divorced
0
Bachelor's
Employed
23.943109
Suburban
Basic
1
0
794
6
2020-03-01 15:21:39.182597
Poor
Yes
Weekly
Apartment
1,282
11,825
42
Female
121,450
Divorced
3
Master's
Unemployed
25.711156
Suburban
Basic
1
1
679
3
2023-10-07 15:21:39.134960
Good
No
Daily
Apartment
315
11,826
58
Female
2,310
Single
3
Bachelor's
Unemployed
14.991865
Urban
Basic
1
5
null
6
2023-04-15 15:21:39.170099
Average
No
Daily
Condo
2,149
11,827
42
Female
39,321
Married
2
PhD
null
19.477775
Suburban
Comprehensive
0
12
555
6
2021-09-25 15:21:39.176717
Good
Yes
Weekly
Condo
885
11,828
52
Male
44,641
Married
3
High School
Unemployed
null
Suburban
Comprehensive
1
19
null
9
2020-08-21 15:21:39.096739
Average
No
Daily
Apartment
1,603
11,829
21
Female
23,407
Single
null
Master's
Self-Employed
null
Rural
Premium
null
0
822
8
2020-04-10 15:21:39.148733
Average
Yes
Daily
House
874
11,830
44
Male
35,297
Single
0
PhD
Employed
9.818401
Urban
Basic
0
15
706
3
2023-07-20 15:21:39.219432
Poor
No
Weekly
Condo
26
11,831
59
Female
637
Single
2
Master's
Unemployed
32.717693
Urban
Premium
0
3
538
2
2019-10-29 15:21:39.183598
Good
No
Daily
House
481
11,832
64
Male
26,862
Married
4
High School
Self-Employed
26.095918
Rural
Premium
null
13
null
6
2020-08-04 15:21:39.134960
Average
No
Daily
House
101
11,833
22
Male
56,611
Divorced
1
PhD
Unemployed
9.73942
Urban
Comprehensive
null
16
631
5
2022-06-24 15:21:39.155231
Poor
Yes
Daily
Condo
271
11,834
63
Female
11,539
Married
0
High School
null
43.987824
Rural
Basic
1
17
573
5
2024-05-03 15:21:39.155231
Poor
No
Daily
Apartment
1,131
11,835
49
Female
9,964
Divorced
2
Bachelor's
Unemployed
10.07221
Urban
Premium
1
1
756
9
2021-07-01 15:21:39.263607
Average
Yes
Rarely
Apartment
437
11,836
49
Male
11,572
Married
0
High School
Self-Employed
6.522802
Suburban
Premium
2
16
747
3
2021-05-16 15:21:39.226954
Good
Yes
Monthly
Apartment
2,188
11,837
55
Male
23,439
Single
4
PhD
Unemployed
11.859176
Rural
Premium
null
5
673
3
2019-12-14 15:21:39.099739
Good
Yes
Monthly
Apartment
2,398
11,838
54
Female
10,852
Married
3
High School
Self-Employed
34.859147
Suburban
Comprehensive
2
16
847
3
2019-11-14 15:21:39.132191
Poor
Yes
Daily
Condo
298
11,839
46
Female
6,924
Married
0
PhD
null
24.982467
Urban
Comprehensive
1
9
519
5
2021-02-12 15:21:39.286113
Poor
No
Daily
House
669
11,840
46
Female
50,342
Married
2
PhD
Self-Employed
8.719955
Rural
Premium
2
14
442
9
2020-07-29 15:21:39.252145
Good
No
Weekly
Apartment
589
11,841
64
Male
125,682
Divorced
1
PhD
null
36.827095
Suburban
Basic
null
4
341
9
2023-12-08 15:21:39.154008
null
Yes
Rarely
Apartment
2,601
11,842
44
Male
482
Married
0
Master's
null
18.919605
Urban
Premium
2
1
739
1
2020-07-11 15:21:39.155231
Good
No
Daily
Apartment
3,223
11,843
25
Female
81,157
Divorced
3
Master's
Self-Employed
10.129311
Rural
Basic
2
2
670
2
2020-04-18 15:21:39.237118
null
No
Rarely
House
562
11,844
57
Female
1,159
Single
1
Bachelor's
Employed
null
Urban
Basic
1
3
765
5
2024-04-21 15:21:39.237118
Good
No
Monthly
House
1,031
11,845
37
Male
null
Divorced
2
Bachelor's
null
46.885873
Suburban
Basic
2
15
492
5
2023-06-29 15:21:39.258696
Average
Yes
Weekly
Apartment
373
11,846
21
Male
20,529
Single
0
Master's
null
38.147979
Rural
Premium
1
8
632
3
2022-10-17 15:21:39.231531
Poor
No
Rarely
Apartment
657
11,847
64
Male
32,239
Married
null
Master's
Unemployed
14.137515
Suburban
Premium
0
9
819
3
2021-05-07 15:21:39.250151
Good
Yes
Rarely
Condo
711
11,848
61
Male
18,373
Divorced
2
High School
null
19.231978
Urban
Premium
0
9
597
3
2021-11-29 15:21:39.261856
Poor
Yes
Daily
Condo
719
11,849
45
Male
17,844
Divorced
3
Bachelor's
null
13.310671
Suburban
Premium
null
12
467
3
2021-02-01 15:21:39.267454
Poor
No
Weekly
Apartment
330
11,850
22
Male
null
Single
2
PhD
Self-Employed
28.276027
Urban
Basic
null
16
432
6
2024-05-20 15:21:39.261856
Poor
Yes
Daily
Apartment
2,040
11,851
28
Male
50,766
Married
3
Master's
Employed
13.965425
Rural
Basic
2
13
742
4
2021-01-26 15:21:39.101733
Poor
No
Monthly
Condo
33
11,852
43
Male
24,299
Divorced
0
Bachelor's
Unemployed
26.567219
Urban
Premium
0
0
null
1
2024-05-06 15:21:39.229482
Average
No
Rarely
Condo
365
11,853
62
Male
29,324
Divorced
1
High School
Employed
31.923757
Urban
Comprehensive
0
10
554
1
2024-04-06 15:21:39.155231
Average
No
Monthly
Condo
2,265
11,854
33
Female
6,872
Single
0
Bachelor's
Self-Employed
10.744897
Rural
Premium
null
19
null
2
2023-12-11 15:21:39.170099
Average
No
Monthly
Condo
365
11,855
63
Female
23,007
Married
null
Master's
Unemployed
28.07672
Suburban
Basic
null
5
830
7
2022-10-07 15:21:39.192212
Good
No
Rarely
Apartment
29
11,856
61
Female
45,338
Single
1
High School
null
10.472581
Urban
Premium
0
4
466
1
2023-08-21 15:21:39.179186
Average
No
Rarely
House
1,128
11,857
53
Male
46,500
Divorced
1
Master's
Self-Employed
6.726449
Urban
Premium
null
1
421
7
2024-04-02 15:21:39.236064
Poor
Yes
Weekly
House
2,674
11,858
32
Male
4,603
Single
3
PhD
Self-Employed
25.812705
Suburban
Premium
1
16
691
8
2024-05-02 15:21:39.105504
Poor
No
Weekly
Condo
232
11,859
40
Female
6,054
Single
null
Master's
Unemployed
23.624064
Rural
Comprehensive
0
10
434
5
2023-04-21 15:21:39.084065
Poor
No
Weekly
Condo
639
11,860
21
Female
3,472
Divorced
3
High School
null
40.896474
Urban
Premium
2
11
658
4
2021-06-24 15:21:39.155231
Good
Yes
Rarely
Condo
1,061
11,861
46
Female
null
Divorced
null
Master's
Unemployed
19.472228
Rural
Premium
1
4
837
5
2022-08-08 15:21:39.095696
Average
Yes
Weekly
House
77
11,862
58
Male
68,333
Divorced
0
Master's
null
12.704673
Urban
Comprehensive
1
17
816
8
2022-02-27 15:21:39.176717
Poor
No
Weekly
Apartment
42
11,863
57
Female
67,760
Divorced
null
Master's
Employed
14.247326
Urban
Comprehensive
2
2
603
9
2022-02-11 15:21:39.253660
Good
No
Weekly
House
330
11,864
20
Male
62,975
Divorced
1
High School
Unemployed
25.952389
Urban
Comprehensive
null
12
null
4
2023-09-02 15:21:39.126661
Average
Yes
Weekly
House
382
11,865
44
Female
21,590
Married
4
PhD
Employed
25.848149
Urban
Comprehensive
1
15
720
1
2020-07-17 15:21:39.134960
Average
Yes
Weekly
Condo
131
11,866
33
Male
81,764
Single
1
PhD
Unemployed
11.088076
Rural
Basic
null
16
326
6
2021-03-07 15:21:39.280784
Good
No
Rarely
House
454
11,867
48
Female
48,542
Single
0
Bachelor's
Unemployed
25.977604
Rural
Premium
null
3
389
3
2023-02-10 15:21:39.155231
Poor
No
Monthly
Condo
588
11,868
33
Male
5,892
Married
2
High School
Employed
41.766826
Rural
Premium
0
6
642
5
2021-07-04 15:21:39.126661
Poor
No
Daily
Apartment
130
11,869
44
Male
50,342
Single
2
Bachelor's
null
8.719955
Urban
Comprehensive
null
6
745
7
2021-08-06 15:21:39.090124
Good
Yes
Daily
House
98
11,870
19
Female
19,150
Married
2
High School
Employed
19.951296
Rural
Premium
null
16
515
2
2024-02-06 15:21:39.237118
Poor
No
Daily
Condo
1,412
11,871
24
Female
8,447
Married
0
PhD
Unemployed
30.982085
Suburban
Basic
0
19
799
7
2022-10-05 15:21:39.134960
Average
Yes
Daily
Apartment
403
11,872
50
Female
45,904
Divorced
null
High School
Unemployed
11.717568
Suburban
Basic
0
13
690
4
2021-05-03 15:21:39.094752
Average
No
Daily
House
1,101
11,873
18
Male
54,793
Married
2
PhD
Employed
9.939033
Urban
Comprehensive
2
19
677
7
2022-01-25 15:21:39.206847
null
No
Daily
House
1,355
11,874
48
Female
14,207
Divorced
1
PhD
null
43.878983
Rural
Premium
0
15
727
2
2022-05-09 15:21:39.265513
Average
No
Rarely
House
582
11,875
55
Male
27,782
Single
1
PhD
Employed
22.817586
Rural
Basic
1
3
612
6
2024-05-08 15:21:39.221386
Good
Yes
Rarely
Condo
874
11,876
51
Male
29,061
Married
0
Bachelor's
null
38.837204
Urban
Premium
1
11
775
2
2019-10-26 15:21:39.190215
Poor
Yes
Rarely
House
809
11,877
43
Female
1,190
Married
3
PhD
Self-Employed
10.049424
Rural
Comprehensive
null
3
551
2
2024-05-25 15:21:39.093681
null
No
Daily
House
283
11,878
37
Female
59,943
Divorced
0
Bachelor's
Employed
31.38705
Suburban
Basic
3
11
null
1
2023-12-15 15:21:39.080440
Average
Yes
Monthly
Condo
426
11,879
27
Male
24,891
Single
0
High School
null
null
Urban
Premium
null
9
709
5
2020-12-11 15:21:39.151732
Average
Yes
Rarely
House
1,764
11,880
52
Male
37,496
Married
0
PhD
Self-Employed
33.566766
Rural
Comprehensive
null
12
313
3
2023-09-30 15:21:39.083497
Good
Yes
Weekly
House
1,632
11,881
44
Male
null
Married
null
PhD
Unemployed
44.362414
Suburban
Basic
0
17
328
6
2020-04-13 15:21:39.167099
Good
Yes
Weekly
Apartment
1,031
11,882
28
Male
64,360
Divorced
2
Bachelor's
null
32.88212
Suburban
Comprehensive
1
15
361
4
2020-12-02 15:21:39.268507
Good
Yes
Monthly
Apartment
2,434
11,883
61
Male
6,991
Divorced
3
PhD
null
31.470713
Suburban
Premium
0
18
654
6
2023-12-21 15:21:39.271453
Poor
No
Rarely
House
1,181
11,884
47
Female
40,217
Divorced
0
High School
Unemployed
13.026711
Urban
Comprehensive
null
6
719
8
2019-08-20 15:21:39.092127
Poor
Yes
Weekly
Apartment
496
11,885
26
Male
6,871
Married
2
Master's
Employed
5.652914
Urban
Comprehensive
null
5
823
6
2023-08-16 15:21:39.190215
Good
Yes
Weekly
Condo
24
11,886
23
Female
30,961
Married
2
High School
null
11.913672
Suburban
Comprehensive
0
19
null
6
2020-05-09 15:21:39.155231
null
Yes
Daily
Apartment
1,219
11,887
58
Male
40,186
Single
null
Bachelor's
Self-Employed
33.077013
Urban
Premium
1
13
662
2
2020-09-24 15:21:39.134960
null
Yes
Daily
Condo
2,523
11,888
33
Male
2,596
Married
3
PhD
Self-Employed
null
Urban
Basic
null
15
693
3
2024-05-26 15:21:39.081504
Good
Yes
Rarely
Condo
921
11,889
26
Male
87,543
Married
2
Master's
Self-Employed
17.676693
Urban
Basic
1
12
424
3
2024-07-09 15:21:39.185215
Good
No
Weekly
Condo
1,236
11,890
64
Male
2,393
Divorced
3
PhD
null
44.310341
Urban
Basic
4
19
null
1
2022-03-29 15:21:39.122134
Good
No
Monthly
Apartment
1,662
11,891
64
Male
1,642
Divorced
0
Bachelor's
Employed
12.69429
Suburban
Comprehensive
2
15
741
8
2021-09-05 15:21:39.237118
null
No
Monthly
Condo
438
11,892
28
Female
32,567
Single
0
Master's
null
12.733813
Urban
Basic
3
0
null
1
2023-02-23 15:21:39.176717
Poor
No
Daily
Condo
681
11,893
22
Male
15,126
Married
null
High School
Employed
32.945651
Urban
Basic
1
0
722
8
2023-04-30 15:21:39.134960
Average
No
Daily
Apartment
1,336
11,894
35
Male
null
Divorced
2
PhD
Unemployed
null
Urban
Comprehensive
1
12
511
7
2022-06-20 15:21:39.191219
null
Yes
Weekly
Condo
893
11,895
29
Female
63,423
Divorced
1
High School
null
16.99415
Rural
Premium
null
12
732
5
2023-06-26 15:21:39.132191
Poor
Yes
Weekly
Condo
192
11,896
44
Male
62,217
Married
0
High School
Employed
26.896656
Suburban
Comprehensive
null
1
444
8
2019-11-23 15:21:39.134960
Good
Yes
Monthly
Apartment
562
11,897
60
Female
14,072
Married
2
PhD
Unemployed
48.086822
Rural
Comprehensive
1
15
464
1
2020-11-03 15:21:39.226954
Poor
No
Monthly
Apartment
1,133
11,898
53
Male
15,983
Single
2
PhD
null
24.877879
Urban
Premium
1
4
527
9
2020-09-01 15:21:39.175719
Good
Yes
Monthly
Apartment
646
11,899
null
Female
5,817
Single
1
Master's
Unemployed
13.772867
Urban
Basic
null
16
null
5
2021-07-14 15:21:39.226954
Average
No
Monthly
House
467