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
1,182,800
58
Female
93,835
Divorced
2
High School
Self-Employed
25.719286
Suburban
Comprehensive
0
5
522
5
2023-08-23 15:21:39.248098
Average
No
Daily
House
112
1,182,801
20
Female
53,790
Divorced
4
Bachelor's
null
13.064986
Rural
Premium
null
14
761
3
2022-06-21 15:21:39.086123
Good
Yes
Monthly
Apartment
145
1,182,802
39
Female
85,091
Married
0
PhD
null
17.857233
Urban
Basic
3
2
null
9
2021-12-29 15:21:39.276901
Poor
Yes
Daily
Apartment
386
1,182,803
61
Female
54,496
Divorced
2
Bachelor's
Unemployed
43.938204
Urban
Premium
2
10
438
1
2022-03-03 15:21:39.177724
Average
Yes
Monthly
House
887
1,182,804
52
Female
20,676
Single
4
Master's
null
9.460945
Urban
Basic
0
11
681
3
2022-03-21 15:21:39.108562
Good
Yes
Monthly
Apartment
223
1,182,805
58
Female
60,777
Single
1
Bachelor's
Employed
41.79585
Rural
Premium
0
5
563
7
2021-04-25 15:21:39.145732
Poor
No
Daily
House
177
1,182,806
22
Male
4,064
Married
2
High School
Self-Employed
null
Suburban
Comprehensive
1
18
459
6
2022-11-30 15:21:39.081504
Average
Yes
Monthly
Apartment
1,357
1,182,807
29
Male
60,920
Married
4
PhD
Employed
17.263374
Rural
Comprehensive
3
8
477
6
2021-05-27 15:21:39.206847
Average
No
Weekly
Apartment
224
1,182,808
43
Female
1,555
Single
null
Master's
Employed
51.849183
Suburban
Premium
3
14
null
2
2023-04-09 15:21:39.237118
Good
No
Weekly
Condo
933
1,182,809
31
Male
25,897
Divorced
3
Bachelor's
Self-Employed
15.898666
Urban
Basic
1
7
816
7
2021-04-22 15:21:39.289099
Poor
Yes
Monthly
Apartment
1,241
1,182,810
63
Male
38,274
Divorced
0
PhD
null
14.879677
Rural
Premium
0
18
464
1
2024-07-06 15:21:39.091080
Poor
No
Rarely
Apartment
710
1,182,811
21
Female
6,526
Divorced
0
PhD
null
36.647839
Suburban
Basic
0
13
766
2
2020-08-20 15:21:39.175719
Good
Yes
Daily
Condo
561
1,182,812
27
Female
71,512
Divorced
1
Master's
null
52.698528
Suburban
Premium
1
8
582
7
2020-02-03 15:21:39.092127
Good
Yes
Weekly
Condo
729
1,182,813
40
Female
null
Single
0
High School
Self-Employed
42.736625
Suburban
Premium
1
2
543
4
2020-10-08 15:21:39.172097
Poor
No
Rarely
House
130
1,182,814
31
Female
96,732
Divorced
3
Master's
Unemployed
44.141851
Urban
Basic
0
15
null
5
2023-11-08 15:21:39.231531
Average
Yes
Weekly
Condo
112
1,182,815
26
Male
33,174
Single
null
PhD
Employed
48.739653
Suburban
Comprehensive
3
3
707
4
2022-02-08 15:21:39.219432
Good
No
Rarely
House
638
1,182,816
40
Male
7,087
Single
0
Master's
Employed
33.922667
Rural
Comprehensive
0
7
403
5
2020-06-03 15:21:39.133866
Good
Yes
Monthly
House
1,031
1,182,817
34
Male
145,747
Married
2
Bachelor's
Unemployed
27.959558
Urban
Premium
1
6
795
7
2023-08-26 15:21:39.271453
Poor
Yes
Daily
Apartment
161
1,182,818
21
Male
37,332
Married
0
PhD
Unemployed
45.834949
Suburban
Premium
1
2
325
3
2022-11-14 15:21:39.079128
Good
No
Weekly
House
654
1,182,819
59
Male
947
Single
3
High School
Self-Employed
10.648523
Rural
Comprehensive
null
15
465
6
2023-04-09 15:21:39.084065
Average
No
Monthly
House
162
1,182,820
39
Male
17,109
Single
2
Master's
null
47.010783
Rural
Basic
2
4
452
2
2020-08-16 15:21:39.196387
Average
No
Monthly
Apartment
589
1,182,821
50
Female
27,113
Married
2
High School
Self-Employed
13.824153
Rural
Premium
null
14
517
9
2022-08-20 15:21:39.264504
Poor
No
Daily
Condo
138
1,182,822
32
Male
125,949
Married
0
Bachelor's
Unemployed
null
Rural
Premium
null
12
447
1
2023-06-06 15:21:39.164044
Average
Yes
Monthly
Condo
725
1,182,823
43
Male
27,358
Single
null
Bachelor's
Employed
7.922102
Urban
Comprehensive
null
10
488
9
2024-01-14 15:21:39.149731
Good
Yes
Monthly
House
1,391
1,182,824
51
Male
3,898
Single
3
High School
null
25.979399
Urban
Premium
0
6
652
9
2021-01-24 15:21:39.194829
Poor
Yes
Daily
Condo
2,525
1,182,825
31
Female
24,366
Single
2
High School
Employed
11.656499
Suburban
Comprehensive
null
5
423
8
2020-04-06 15:21:39.155231
Average
Yes
Weekly
Condo
2,555
1,182,826
28
Female
10,095
Divorced
3
Master's
Self-Employed
15.063579
Suburban
Comprehensive
2
13
424
7
2023-01-29 15:21:39.084065
Poor
No
Monthly
Condo
2,823
1,182,827
32
Female
null
Married
4
High School
Self-Employed
33.09906
Suburban
Basic
1
14
632
7
2022-04-17 15:21:39.244069
Poor
No
Weekly
Condo
48
1,182,828
43
Male
8,791
Divorced
4
PhD
Employed
43.61064
Suburban
Premium
0
1
828
9
2022-09-17 15:21:39.150730
null
No
Monthly
Condo
798
1,182,829
37
Male
5,820
Married
null
High School
null
25.491606
Rural
Comprehensive
1
10
692
4
2022-12-14 15:21:39.206847
Good
Yes
Weekly
House
616
1,182,830
64
Female
3,717
Married
0
High School
Unemployed
22.58369
Suburban
Premium
1
11
null
2
2020-08-07 15:21:39.116179
null
No
Daily
Apartment
1,023
1,182,831
51
Female
33,153
Married
2
Master's
Employed
15.98264
Rural
Premium
2
10
null
6
2022-05-17 15:21:39.092127
Average
Yes
Rarely
House
2,030
1,182,832
35
Male
38,925
Single
1
PhD
Self-Employed
44.851299
Suburban
Comprehensive
3
1
742
5
2022-12-13 15:21:39.252145
null
No
Weekly
Condo
1,479
1,182,833
18
Female
11,903
Single
4
Master's
Unemployed
7.791512
Suburban
Basic
0
6
379
5
2024-01-16 15:21:39.245086
Average
No
Rarely
House
1,734
1,182,834
43
Male
28,813
Single
3
Bachelor's
Unemployed
40.964687
Rural
Comprehensive
1
2
435
8
2021-03-02 15:21:39.247098
Good
Yes
Weekly
House
1,961
1,182,835
31
Female
35,796
Divorced
1
PhD
null
24.619298
Suburban
Basic
null
12
846
8
2020-12-20 15:21:39.109552
Average
No
Rarely
Condo
739
1,182,836
34
Female
1,038
Single
3
Bachelor's
Employed
17.869108
Rural
Basic
1
7
695
1
2022-06-08 15:21:39.155231
Poor
No
Monthly
Apartment
39
1,182,837
55
Female
25,152
Married
1
Bachelor's
Employed
41.772616
Suburban
Basic
0
6
null
3
2020-05-16 15:21:39.288099
null
No
Monthly
Condo
210
1,182,838
55
Female
141,736
Single
4
Master's
Employed
19.615328
Suburban
Premium
1
7
843
1
2020-05-31 15:21:39.194829
Poor
No
Weekly
House
369
1,182,839
33
Female
36,278
Divorced
0
PhD
null
29.687039
Suburban
Premium
2
3
578
5
2020-01-18 15:21:39.096739
Poor
No
Weekly
Apartment
825
1,182,840
24
Male
40,512
Single
4
Master's
Unemployed
21.509953
Urban
Basic
null
6
463
7
2024-03-13 15:21:39.114118
Good
No
Weekly
House
1,503
1,182,841
23
Male
null
Divorced
2
PhD
Self-Employed
31.052984
Suburban
Comprehensive
0
6
505
5
2020-09-13 15:21:39.193945
Good
Yes
Monthly
House
397
1,182,842
60
Male
15,282
Single
3
Master's
Self-Employed
38.837204
Urban
Basic
1
11
758
2
2020-12-12 15:21:39.208842
Poor
No
Monthly
Condo
683
1,182,843
null
Male
38,542
Divorced
3
High School
Self-Employed
17.862862
Suburban
Basic
1
1
460
6
2023-06-18 15:21:39.237118
Average
No
Rarely
House
2,454
1,182,844
47
Male
18,445
Divorced
4
High School
Unemployed
16.83975
Rural
Basic
0
13
743
9
2019-11-28 15:21:39.088124
Good
Yes
Weekly
Condo
1,954
1,182,845
49
Male
28,572
Married
4
Bachelor's
null
15.588934
Urban
Basic
1
11
815
8
2019-12-25 15:21:39.134960
Average
No
Rarely
Apartment
776
1,182,846
61
Female
null
Married
3
PhD
Employed
32.240561
Rural
Premium
0
16
393
2
2023-02-17 15:21:39.171102
Poor
Yes
Monthly
Condo
2,058
1,182,847
54
Male
47,172
Married
0
High School
Self-Employed
33.849855
Rural
Comprehensive
2
17
780
7
2021-01-17 15:21:39.279729
Good
Yes
Monthly
House
3,040
1,182,848
35
Female
17,272
Married
4
Bachelor's
Self-Employed
15.174724
Suburban
Comprehensive
0
7
null
8
2022-03-19 15:21:39.237118
Good
No
Rarely
Apartment
801
1,182,849
37
Male
2,088
Single
3
Bachelor's
Self-Employed
24.247955
Suburban
Basic
null
6
540
9
2024-03-04 15:21:39.155231
Poor
No
Daily
House
2,145
1,182,850
42
Female
18,087
Divorced
1
Bachelor's
Self-Employed
53.165542
Urban
Comprehensive
1
18
775
6
2021-09-24 15:21:39.221386
Good
No
Monthly
Apartment
1,187
1,182,851
44
Male
5,837
Married
null
Bachelor's
null
38.629575
Suburban
Premium
null
6
533
3
2020-10-13 15:21:39.134960
Good
No
Daily
Condo
837
1,182,852
55
Male
5,055
Single
null
High School
Self-Employed
33.923609
Urban
Basic
1
10
693
4
2023-04-01 15:21:39.086123
Good
Yes
Daily
House
2,793
1,182,853
35
Female
10,071
Married
1
PhD
null
45.710738
Suburban
Basic
null
0
797
9
2021-05-07 15:21:39.082499
Poor
Yes
Monthly
Condo
774
1,182,854
59
Male
2,561
Divorced
4
PhD
Self-Employed
40.816739
Urban
Basic
2
11
434
9
2023-01-07 15:21:39.230483
Poor
Yes
Weekly
Condo
1,132
1,182,855
61
Male
14,436
null
0
High School
null
14.757843
Suburban
Premium
null
2
null
9
2023-06-25 15:21:39.119168
Average
No
Monthly
House
211
1,182,856
24
Female
5,962
Divorced
4
High School
null
10.787922
Urban
Premium
null
3
693
7
2020-03-03 15:21:39.122134
Poor
No
Rarely
Condo
585
1,182,857
54
Male
35,318
Single
0
PhD
Employed
45.371146
Suburban
Comprehensive
0
18
576
9
2024-07-08 15:21:39.155231
Poor
No
Monthly
Condo
814
1,182,858
30
Male
24,746
Married
null
PhD
null
3.9331
Urban
Comprehensive
0
10
395
9
2020-07-25 15:21:39.134960
Average
No
Rarely
House
594
1,182,859
30
Male
74,917
Married
1
High School
Employed
22.573982
Suburban
Premium
2
13
543
8
2021-11-15 15:21:39.259788
null
Yes
Daily
House
1,037
1,182,860
20
Male
null
Single
0
Master's
null
35.86765
Rural
Basic
2
3
617
9
2022-08-12 15:21:39.204790
Average
No
Daily
Apartment
1,878
1,182,861
53
Male
54,801
Single
1
High School
Employed
32.858876
Rural
Premium
4
2
727
8
2022-11-26 15:21:39.155231
Good
Yes
Daily
House
2,772
1,182,862
19
Female
12,074
Married
4
Bachelor's
Self-Employed
5.66216
Suburban
Basic
0
1
788
2
2019-09-15 15:21:39.186212
null
Yes
Rarely
House
492
1,182,863
58
Male
44,365
Divorced
null
PhD
null
43.6342
Urban
Premium
null
1
613
9
2024-05-24 15:21:39.147735
Average
No
Daily
House
581
1,182,864
22
Female
132,980
Married
1
PhD
Unemployed
9.729512
Urban
Premium
null
0
409
1
2021-06-27 15:21:39.105504
Average
Yes
Daily
Apartment
1,755
1,182,865
54
Female
104,069
Divorced
0
High School
null
18.735575
Rural
Comprehensive
0
2
332
1
2020-12-19 15:21:39.237118
Good
No
Daily
Apartment
121
1,182,866
31
Male
26,800
Married
4
Master's
Employed
49.828199
Urban
Basic
null
6
670
7
2019-10-07 15:21:39.150730
Poor
No
Rarely
House
2,341
1,182,867
23
Female
62,384
Divorced
2
Bachelor's
null
12.793692
Suburban
Premium
1
8
452
4
2022-11-22 15:21:39.134960
Average
No
Weekly
Condo
2,195
1,182,868
47
Female
16,123
Single
1
Master's
Unemployed
38.906919
Urban
Comprehensive
null
10
393
4
2022-05-16 15:21:39.184157
Average
Yes
Monthly
House
473
1,182,869
30
Female
12,071
Married
1
Master's
Self-Employed
11.936753
Suburban
Basic
1
0
372
4
2024-08-14 15:21:39.134960
Average
Yes
Rarely
Apartment
1,847
1,182,870
19
Female
56,083
Married
null
High School
Self-Employed
23.792779
Suburban
Basic
1
16
661
9
2019-12-25 15:21:39.109552
Good
No
Weekly
Apartment
110
1,182,871
36
Female
null
Divorced
4
PhD
Employed
9.192545
Suburban
Basic
3
19
342
7
2022-06-21 15:21:39.134960
Poor
No
Weekly
Apartment
745
1,182,872
null
Male
48,255
Divorced
0
Bachelor's
null
55.54701
Suburban
Comprehensive
1
0
489
8
2019-12-09 15:21:39.098696
null
Yes
Monthly
House
25
1,182,873
40
Female
29,777
Single
null
Master's
null
23.279849
Rural
Comprehensive
1
17
null
3
2020-10-27 15:21:39.288099
Average
Yes
Monthly
Apartment
30
1,182,874
53
Male
29,097
Divorced
3
Master's
null
null
Suburban
Premium
0
19
301
4
2020-08-20 15:21:39.237118
Average
No
Monthly
Apartment
951
1,182,875
64
Male
108,577
Married
4
PhD
Unemployed
16.77971
Rural
Basic
2
16
845
7
2022-07-26 15:21:39.155231
Poor
Yes
Weekly
House
2,612
1,182,876
45
Female
3,326
Single
3
Master's
Employed
7.07308
Urban
Basic
null
10
504
5
2024-02-10 15:21:39.118178
Poor
No
Rarely
House
1,310
1,182,877
58
Female
1,457
Married
1
Bachelor's
Unemployed
28.944005
Suburban
Comprehensive
2
6
574
6
2023-07-06 15:21:39.111551
Average
No
Monthly
Apartment
1,110
1,182,878
48
Male
38,675
Single
4
High School
Self-Employed
19.917343
Suburban
Basic
0
2
418
1
2021-02-10 15:21:39.134960
Good
Yes
Daily
Apartment
1,030
1,182,879
39
Male
53,983
Married
0
High School
null
17.822106
Suburban
Comprehensive
null
14
751
9
2021-04-21 15:21:39.155231
Poor
No
Monthly
House
141
1,182,880
52
Female
16,479
Married
4
High School
Unemployed
16.83975
Urban
Basic
1
16
838
6
2019-11-28 15:21:39.088124
Good
Yes
Daily
House
1,954
1,182,881
50
Female
16,761
Single
2
Master's
Unemployed
19.924298
Rural
Comprehensive
3
15
559
8
2021-01-22 15:21:39.251142
Poor
No
Daily
Condo
643
1,182,882
28
Male
2,772
Single
0
High School
Self-Employed
26.659628
Suburban
Basic
2
11
829
5
2023-12-15 15:21:39.133866
Poor
Yes
Weekly
Condo
1,090
1,182,883
60
Male
43,882
Married
2
Bachelor's
Self-Employed
44.437913
Urban
Premium
null
4
null
4
2023-03-28 15:21:39.170099
Poor
No
Monthly
Condo
1,211
1,182,884
24
Female
17,885
Single
3
High School
Employed
null
Rural
Premium
null
13
null
8
2020-07-16 15:21:39.134960
Good
Yes
Monthly
Condo
1,140
1,182,885
25
Male
28,408
Single
2
High School
Unemployed
14.672453
Suburban
Basic
1
8
842
4
2022-04-19 15:21:39.134960
Poor
Yes
Daily
Condo
695
1,182,886
26
Male
43,108
Single
2
High School
Unemployed
21.753486
Urban
Premium
null
19
816
6
2021-01-04 15:21:39.134960
Average
No
Daily
House
1,194
1,182,887
60
Male
17,093
Divorced
1
Master's
null
46.684917
Suburban
Basic
0
6
778
1
2022-05-10 15:21:39.208842
Good
Yes
Weekly
Apartment
1,735
1,182,888
27
Male
35,297
Divorced
4
High School
Self-Employed
38.661804
Rural
Comprehensive
1
9
651
6
2021-01-11 15:21:39.084065
Good
No
Daily
Apartment
387
1,182,889
57
Female
43,747
Divorced
2
High School
null
17.869603
Rural
Basic
0
16
537
4
2021-09-28 15:21:39.147735
Poor
Yes
Daily
Apartment
1,130
1,182,890
29
Female
935
Single
1
Bachelor's
Unemployed
43.351069
Suburban
Comprehensive
1
15
661
7
2023-01-11 15:21:39.276901
null
No
Weekly
House
2,294
1,182,891
40
Female
41,744
Divorced
2
Bachelor's
Self-Employed
13.124575
Suburban
Basic
2
4
495
6
2022-10-01 15:21:39.086123
Average
No
Rarely
Condo
1,199
1,182,892
21
Male
25,170
Married
4
PhD
Employed
29.574914
Rural
Basic
1
8
593
1
2023-10-26 15:21:39.237118
Average
Yes
Monthly
Apartment
815
1,182,893
64
Female
3,725
Married
0
PhD
null
36.995102
Rural
Basic
null
17
443
3
2024-06-07 15:21:39.155231
Average
Yes
Monthly
Apartment
1,734
1,182,894
41
Female
26,667
Married
2
PhD
null
18.964941
Urban
Premium
null
0
679
4
2023-05-05 15:21:39.237118
Poor
No
Monthly
Condo
1,224
1,182,895
null
Male
28,071
Married
null
Master's
null
47.91274
Suburban
Premium
null
14
807
5
2023-07-07 15:21:39.084065
Average
Yes
Weekly
Condo
2,016
1,182,896
59
Female
76,926
Divorced
3
Master's
Unemployed
26.65191
Urban
Premium
0
8
703
6
2024-05-20 15:21:39.152732
Good
Yes
Rarely
House
45
1,182,897
null
Female
27,260
Single
4
PhD
null
18.735677
Suburban
Premium
null
6
505
1
2023-03-27 15:21:39.283783
Average
Yes
Weekly
Apartment
248
1,182,898
49
Female
24
Married
1
Bachelor's
Self-Employed
49.25159
Suburban
Basic
0
8
643
4
2019-10-25 15:21:39.155231
Average
Yes
Rarely
Apartment
1,207
1,182,899
19
Male
24,480
Married
3
High School
Self-Employed
19.991517
Suburban
Premium
0
8
815
3
2023-12-08 15:21:39.265513
Poor
Yes
Monthly
House
829