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
9,800
62
Male
19,580
Divorced
3
High School
Self-Employed
18.98814
Suburban
Basic
0
1
502
7
2024-07-12 15:21:39.254678
Good
No
Rarely
Condo
1,223
9,801
44
Male
37,183
Married
3
Master's
Self-Employed
38.981286
Urban
Comprehensive
1
8
834
6
2020-11-02 15:21:39.134960
Good
Yes
Daily
Apartment
964
9,802
28
Male
23,248
Married
0
PhD
Employed
24.735161
Urban
Comprehensive
1
8
849
3
2022-12-06 15:21:39.175719
Average
No
Weekly
Condo
32
9,803
31
Female
81,677
Single
3
High School
Self-Employed
51.769158
Suburban
Basic
null
6
796
7
2020-10-25 15:21:39.134960
Poor
Yes
Daily
House
514
9,804
28
Male
11,211
Divorced
2
High School
Self-Employed
36.879589
Rural
Comprehensive
2
11
676
4
2021-12-02 15:21:39.279729
Good
No
Rarely
House
1,317
9,805
37
Male
96,465
Divorced
1
High School
Self-Employed
26.519959
Rural
Premium
0
0
null
6
2024-05-15 15:21:39.148733
Good
Yes
Daily
Apartment
4,058
9,806
52
Female
48,810
Divorced
0
Bachelor's
Employed
36.265096
Suburban
Comprehensive
2
7
320
6
2019-08-18 15:21:39.134960
Average
Yes
Monthly
House
592
9,807
59
Male
20,977
Married
0
High School
Employed
25.152981
Rural
Premium
null
8
657
6
2020-03-19 15:21:39.168099
Poor
No
Daily
Apartment
1,921
9,808
53
Male
90,917
Married
null
Master's
Self-Employed
38.451652
Suburban
Basic
null
8
null
7
2024-02-24 15:21:39.196387
Average
No
Rarely
Apartment
98
9,809
25
Male
648
Married
2
Bachelor's
null
32.679789
Suburban
Basic
2
18
716
7
2023-07-11 15:21:39.237118
Average
No
Rarely
House
266
9,810
54
Female
20,231
Single
3
High School
Unemployed
39.533848
Rural
Premium
0
5
637
8
2021-04-01 15:21:39.191219
Good
Yes
Daily
Condo
659
9,811
35
Female
18,585
Single
2
PhD
Employed
31.066257
Suburban
Comprehensive
2
9
496
9
2019-12-13 15:21:39.113566
Average
No
Daily
House
1,337
9,812
63
Male
66,895
null
1
High School
null
17.275546
Suburban
Comprehensive
2
3
695
7
2023-06-27 15:21:39.134960
Poor
Yes
Weekly
Condo
2,331
9,813
23
Male
20,212
Married
2
Master's
Employed
null
Urban
Comprehensive
0
0
685
4
2019-12-25 15:21:39.249100
Poor
No
Weekly
House
494
9,814
33
Female
49,553
Single
1
Bachelor's
Employed
32.142552
Suburban
Comprehensive
0
13
774
7
2023-07-03 15:21:39.237118
Average
No
Rarely
House
330
9,815
18
Male
68,975
Single
3
PhD
Employed
8.864579
Urban
Comprehensive
4
1
539
2
2020-04-07 15:21:39.198406
null
Yes
Weekly
Apartment
788
9,816
52
Male
32,727
Single
1
Master's
null
21.907742
Rural
Basic
null
4
762
8
2021-06-10 15:21:39.181605
Average
Yes
Monthly
Condo
2,481
9,817
25
Male
30,776
Divorced
1
High School
Employed
19.89307
Urban
Premium
0
18
685
6
2020-07-27 15:21:39.134960
Good
Yes
Daily
House
1,040
9,818
19
Female
27,894
Single
3
Master's
Unemployed
18.814081
Suburban
Basic
1
7
622
8
2020-05-28 15:21:39.134960
Average
Yes
Rarely
Apartment
534
9,819
43
Female
10,107
Single
3
Bachelor's
Self-Employed
41.904104
Urban
Comprehensive
2
9
null
3
2021-05-08 15:21:39.225916
Poor
Yes
Rarely
Condo
1,099
9,820
54
Female
22,273
Married
1
Bachelor's
null
42.884042
Urban
Basic
null
6
697
5
2023-08-14 15:21:39.226954
Good
Yes
Monthly
House
4,291
9,821
42
Female
44,835
Single
0
Master's
null
20.413946
Urban
Basic
2
2
null
4
2022-09-28 15:21:39.110557
Poor
Yes
Daily
Apartment
25
9,822
56
Female
22,424
Single
1
Bachelor's
Self-Employed
26.907856
Urban
Comprehensive
null
15
505
5
2020-04-08 15:21:39.217387
Good
Yes
Daily
Apartment
303
9,823
null
Male
9,059
Divorced
3
Bachelor's
Employed
12.61802
Suburban
Basic
0
13
null
2
2021-01-17 15:21:39.237118
Poor
Yes
Daily
Condo
1,625
9,824
31
Female
57,951
Married
4
Master's
Self-Employed
10.882619
Urban
Premium
2
3
803
9
2024-04-07 15:21:39.155231
Poor
Yes
Rarely
Apartment
2,295
9,825
26
Male
144,949
Single
4
Master's
null
29.835656
Urban
Comprehensive
null
16
383
8
2020-12-04 15:21:39.172097
Good
Yes
Monthly
Condo
805
9,826
40
Female
4,656
Single
0
Master's
Unemployed
20.317065
Urban
Premium
1
5
336
3
2021-12-26 15:21:39.168099
Average
No
Weekly
Condo
40
9,827
45
Female
9,110
Divorced
4
High School
Employed
16.813138
Urban
Comprehensive
null
4
459
1
2021-10-30 15:21:39.099739
Average
No
Monthly
House
141
9,828
34
Female
16,063
Married
1
Bachelor's
null
33.824483
Rural
Comprehensive
1
14
598
8
2021-03-16 15:21:39.097737
Good
Yes
Rarely
Condo
647
9,829
44
Male
127,514
Divorced
4
Master's
Unemployed
53.823526
Suburban
Premium
2
12
752
7
2024-08-15 15:21:39.132191
Good
Yes
Monthly
Apartment
1,856
9,830
31
Male
40,791
Single
2
Master's
null
35.985864
Suburban
Comprehensive
null
6
null
7
2024-07-29 15:21:39.155231
Good
No
Monthly
Condo
2,149
9,831
43
Male
17,104
Divorced
3
Master's
null
28.615729
Suburban
Comprehensive
2
3
779
5
2022-02-25 15:21:39.226954
Poor
Yes
Daily
Apartment
567
9,832
44
Male
24,991
Single
4
Bachelor's
Unemployed
30.797788
Rural
Basic
0
11
null
1
2021-01-13 15:21:39.237118
Poor
No
Rarely
Condo
2,534
9,833
23
Female
19,883
Single
3
PhD
Self-Employed
37.954695
Urban
Comprehensive
0
18
499
9
2023-10-31 15:21:39.237118
Average
No
Monthly
House
1,646
9,834
42
Male
15,776
Married
2
High School
Self-Employed
9.744013
Suburban
Basic
1
11
796
4
2021-03-15 15:21:39.194829
Good
Yes
Monthly
Condo
1,554
9,835
58
Female
20,300
Married
3
Bachelor's
Unemployed
27.739334
Suburban
Basic
null
14
664
4
2022-06-19 15:21:39.248098
Average
Yes
Rarely
Apartment
1,094
9,836
54
Female
8,881
Single
1
Master's
null
8.099364
Urban
Premium
0
5
588
7
2023-05-27 15:21:39.272456
Average
Yes
Daily
Condo
2,376
9,837
51
Female
37,197
Divorced
0
High School
Self-Employed
51.878447
Urban
Premium
2
0
397
3
2022-12-26 15:21:39.222387
Poor
Yes
Weekly
House
1,375
9,838
23
Female
14,079
Divorced
0
Master's
Unemployed
21.838545
Suburban
Basic
2
0
null
1
2022-06-04 15:21:39.092127
Average
No
Daily
House
597
9,839
24
Male
null
Divorced
0
PhD
null
38.776865
Rural
Comprehensive
null
12
326
9
2021-10-18 15:21:39.171102
Average
Yes
Monthly
Apartment
614
9,840
40
Female
null
Married
0
PhD
null
30.936804
Urban
Basic
1
0
528
9
2020-11-22 15:21:39.132191
Average
Yes
Monthly
House
120
9,841
64
Male
13,078
Single
0
PhD
Employed
24.571393
Urban
Premium
2
2
837
7
2019-09-10 15:21:39.155231
Average
Yes
Monthly
Condo
930
9,842
64
Female
23,708
Married
1
Bachelor's
Self-Employed
5.997527
Rural
Basic
null
4
745
1
2023-11-18 15:21:39.233485
Poor
Yes
Daily
Apartment
1,794
9,843
55
Female
29,829
Single
3
Master's
Employed
9.867448
Urban
Premium
1
9
735
1
2019-12-14 15:21:39.093681
Poor
Yes
Weekly
House
724
9,844
45
Female
31,159
Married
null
Master's
Employed
39.165874
Urban
Basic
0
6
644
6
2022-03-08 15:21:39.208842
Average
Yes
Rarely
Condo
3,469
9,845
44
Female
44,302
Divorced
1
PhD
Unemployed
40.738589
Suburban
Comprehensive
1
11
null
7
2020-11-03 15:21:39.228521
Good
Yes
Daily
House
225
9,846
38
Male
36,270
Divorced
null
PhD
Self-Employed
6.569543
Urban
Basic
0
3
null
8
2024-07-02 15:21:39.167099
Average
No
Daily
Apartment
602
9,847
50
Male
1,324
Single
3
High School
null
15.634677
Rural
Premium
0
2
734
6
2021-05-07 15:21:39.209847
Good
No
Monthly
House
2,188
9,848
24
Female
27,804
null
0
High School
Self-Employed
17.182076
Suburban
Basic
null
5
614
2
2022-05-29 15:21:39.228521
null
Yes
Monthly
House
485
9,849
47
Female
17,210
Single
4
Bachelor's
Self-Employed
16.68438
Rural
Basic
null
12
349
7
2023-12-06 15:21:39.237118
Poor
No
Rarely
Apartment
1,778
9,850
51
Female
40,978
Divorced
0
PhD
Unemployed
40.090571
Suburban
Basic
0
2
719
7
2021-03-06 15:21:39.279729
null
No
Rarely
Condo
1,641
9,851
49
Female
22,822
Divorced
2
PhD
Self-Employed
17.793394
Urban
Basic
null
9
479
9
2023-10-13 15:21:39.134960
Good
No
Daily
Apartment
545
9,852
56
Female
27,331
Single
2
Master's
Employed
22.937256
Suburban
Basic
0
4
682
3
2021-01-31 15:21:39.201446
Poor
Yes
Weekly
House
1,678
9,853
23
Male
2,866
Single
2
Bachelor's
Employed
23.599923
Suburban
Basic
0
10
567
8
2023-05-23 15:21:39.087123
Average
No
Monthly
House
293
9,854
52
Male
1,513
Married
1
High School
Unemployed
null
Urban
Premium
0
6
690
6
2023-07-23 15:21:39.276901
Good
Yes
Weekly
House
2,098
9,855
44
Female
null
Single
2
Master's
null
22.386811
Urban
Premium
0
13
411
4
2021-03-27 15:21:39.173834
Good
Yes
Weekly
House
1,591
9,856
null
Male
null
Divorced
1
High School
Self-Employed
20.086504
Urban
Comprehensive
null
5
786
2
2020-12-30 15:21:39.237118
Good
No
Weekly
House
422
9,857
23
Male
89,878
Married
null
High School
Employed
38.654894
Suburban
Premium
1
19
null
9
2023-11-21 15:21:39.205850
Average
Yes
Monthly
Apartment
188
9,858
34
Male
16,381
Single
2
Master's
Self-Employed
11.9774
Suburban
Premium
1
19
511
1
2020-05-17 15:21:39.274993
Average
Yes
Rarely
House
1,093
9,859
56
Female
3,908
Single
3
PhD
Employed
null
Rural
Comprehensive
1
3
null
3
2020-03-22 15:21:39.105504
Good
No
Weekly
Condo
662
9,860
32
Female
3,718
Married
1
Bachelor's
Employed
44.824656
Suburban
Comprehensive
null
9
741
5
2023-01-03 15:21:39.134960
Average
Yes
Weekly
House
3,431
9,861
25
Male
45,506
Divorced
4
Master's
null
14.89698
Rural
Comprehensive
0
19
766
1
2024-02-18 15:21:39.175719
Good
Yes
Monthly
Apartment
2,592
9,862
28
Male
46,232
Single
4
PhD
Self-Employed
null
Urban
Basic
1
15
587
4
2024-01-18 15:21:39.081504
Poor
No
Weekly
Apartment
2,734
9,863
30
Male
2,445
Divorced
2
High School
Unemployed
null
Suburban
Premium
0
19
359
3
2021-06-02 15:21:39.131192
Good
No
Daily
Condo
1,609
9,864
59
Female
29,053
Married
null
Bachelor's
Employed
47.9123
Urban
Basic
0
1
820
9
2020-09-22 15:21:39.134960
Good
Yes
Rarely
Condo
2,126
9,865
30
Male
77,926
Single
3
PhD
Employed
11.869106
Rural
Comprehensive
null
9
381
5
2021-11-29 15:21:39.122134
Average
Yes
Daily
House
366
9,866
32
Male
34,369
Divorced
4
High School
null
50.453638
Urban
Basic
null
19
526
2
2022-08-18 15:21:39.155231
Average
Yes
Weekly
House
2,089
9,867
62
Female
39,084
Single
4
PhD
Employed
34.569352
Rural
Basic
1
16
400
1
2024-02-06 15:21:39.288099
Good
Yes
Rarely
House
1,131
9,868
34
Male
13,841
Single
0
Bachelor's
Employed
40.093876
Urban
Basic
1
7
583
2
2021-12-09 15:21:39.216387
Poor
Yes
Monthly
House
1,421
9,869
32
Female
48,901
Married
4
Master's
null
4.530216
Urban
Premium
null
0
null
5
2023-09-07 15:21:39.285112
Good
No
Daily
Apartment
252
9,870
59
Female
null
Married
4
Bachelor's
Employed
18.619373
Rural
Comprehensive
null
11
507
9
2022-11-14 15:21:39.152732
Poor
No
Rarely
Apartment
430
9,871
27
Female
85,921
Divorced
null
High School
null
22.386901
Urban
Comprehensive
null
7
738
5
2023-02-07 15:21:39.175719
Average
Yes
Daily
House
332
9,872
34
Female
5,200
Married
2
High School
null
46.367846
Suburban
Comprehensive
1
19
683
4
2021-09-15 15:21:39.087123
Poor
Yes
Weekly
Condo
437
9,873
47
Male
6,966
Married
0
High School
Unemployed
26.846507
Urban
Comprehensive
null
8
674
1
2021-07-06 15:21:39.233998
Average
No
Weekly
House
45
9,874
24
Male
71,271
Divorced
3
Bachelor's
Self-Employed
27.945887
Urban
Comprehensive
null
14
583
4
2020-07-22 15:21:39.250151
Poor
Yes
Weekly
Apartment
85
9,875
25
Female
57,781
Divorced
2
Master's
Unemployed
7.737162
Suburban
Basic
0
15
301
4
2022-06-17 15:21:39.188220
Good
Yes
Rarely
Apartment
2,298
9,876
36
Female
29,438
Married
3
Master's
Employed
24.662066
Urban
Premium
null
17
null
4
2022-09-19 15:21:39.094752
Average
No
Rarely
Apartment
262
9,877
58
Female
null
Single
4
PhD
Unemployed
51.929998
Urban
Comprehensive
2
1
680
4
2022-03-12 15:21:39.114118
Average
Yes
Monthly
Condo
910
9,878
19
Male
85,553
Married
null
High School
Employed
42.585931
Urban
Basic
2
19
391
1
2024-07-19 15:21:39.237118
Poor
No
Weekly
Apartment
3,040
9,879
52
Male
70,601
Single
4
Bachelor's
Employed
9.181352
Suburban
Comprehensive
1
12
361
9
2023-09-02 15:21:39.150730
Poor
No
Daily
House
706
9,880
42
Female
28,266
Married
2
Master's
Self-Employed
17.174899
Suburban
Premium
null
18
702
1
2023-11-20 15:21:39.177724
Good
No
Daily
Condo
719
9,881
51
Female
8,984
Single
4
PhD
Employed
11.717609
Suburban
Comprehensive
null
10
696
1
2021-08-16 15:21:39.209847
null
No
Monthly
Condo
438
9,882
28
Male
6,093
Divorced
3
High School
Employed
22.624171
Urban
Basic
0
3
null
9
2021-10-20 15:21:39.126661
Poor
No
Daily
House
493
9,883
61
Male
25,863
Single
3
Bachelor's
null
23.987979
Urban
Premium
1
12
null
2
2020-10-20 15:21:39.236064
Poor
Yes
Monthly
Apartment
661
9,884
31
Female
29,058
Married
null
Bachelor's
Employed
27.42692
Urban
Basic
null
0
515
7
2020-11-17 15:21:39.192212
Poor
No
Daily
Condo
1,162
9,885
47
Female
42,760
Single
2
Master's
null
38.095824
Urban
Comprehensive
2
2
535
3
2022-12-02 15:21:39.102694
null
Yes
Weekly
Apartment
457
9,886
21
Female
38,623
Married
4
Bachelor's
Unemployed
34.177072
Rural
Premium
1
15
null
3
2022-10-17 15:21:39.112553
Average
No
Weekly
House
762
9,887
64
Male
12,181
Married
4
Master's
Unemployed
13.372768
Urban
Basic
null
6
794
3
2020-07-01 15:21:39.152732
Average
No
Rarely
House
235
9,888
61
Female
107,704
Divorced
3
High School
null
25.242015
Suburban
Basic
null
1
478
4
2024-05-12 15:21:39.091080
Good
Yes
Monthly
House
2,579
9,889
53
Male
36,800
Divorced
4
Bachelor's
Self-Employed
25.975728
Suburban
Comprehensive
null
10
370
3
2020-10-07 15:21:39.175719
Average
No
Daily
House
3,704
9,890
46
Male
24,249
Divorced
1
Bachelor's
Employed
13.976389
Urban
Basic
null
11
743
3
2020-01-27 15:21:39.155231
Good
No
Monthly
Apartment
767
9,891
38
Male
28,706
Divorced
4
Bachelor's
Unemployed
15.812248
Suburban
Basic
1
13
null
9
2021-12-05 15:21:39.134960
Good
No
Daily
Apartment
1,284
9,892
56
Male
2,426
Divorced
null
PhD
null
37.064865
Rural
Comprehensive
0
3
738
5
2021-01-16 15:21:39.134960
Average
Yes
Weekly
House
197
9,893
54
Male
9,965
Married
3
High School
Unemployed
42.92221
Suburban
Basic
0
4
802
8
2021-04-20 15:21:39.201446
Average
No
Monthly
Condo
1,439
9,894
21
Female
27,709
Divorced
1
High School
Unemployed
18.181283
Urban
Basic
1
17
364
5
2023-01-12 15:21:39.089116
Poor
No
Rarely
Condo
1,806
9,895
31
Male
959
Married
1
High School
Self-Employed
null
Rural
Premium
1
16
778
9
2022-03-21 15:21:39.185215
Good
No
Monthly
House
1,043
9,896
25
Female
16,107
Married
2
Bachelor's
null
null
Rural
Premium
null
10
723
4
2020-01-22 15:21:39.131192
Poor
No
Rarely
House
553
9,897
56
Male
5,096
Married
3
High School
Employed
20.75419
Urban
Basic
1
1
838
3
2020-12-28 15:21:39.109552
Poor
No
Monthly
Condo
1,185
9,898
30
Male
20,303
Married
3
High School
null
9.120563
Urban
Premium
1
18
758
3
2024-03-27 15:21:39.250151
Average
Yes
Monthly
Condo
889
9,899
21
Male
null
Divorced
4
Master's
Unemployed
19.305765
Urban
Basic
1
8
613
9
2024-05-29 15:21:39.091080
Good
No
Monthly
House
100