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
1,900
27
Male
72,623
Single
3
High School
Self-Employed
31.383781
Urban
Premium
3
4
569
6
2020-02-20 15:21:39.237118
Poor
Yes
Rarely
Apartment
133
1,901
26
Male
81,647
Married
0
Bachelor's
null
29.955209
Rural
Premium
1
8
308
4
2023-05-05 15:21:39.134960
Poor
No
Monthly
House
562
1,902
31
Male
25,021
Single
0
Master's
Employed
23.516869
Urban
Comprehensive
null
16
null
5
2021-02-02 15:21:39.181605
Good
No
Weekly
Apartment
25
1,903
37
Female
25,440
Single
null
Bachelor's
Self-Employed
28.652311
Suburban
Basic
null
18
812
2
2021-03-31 15:21:39.143708
Average
Yes
Weekly
Apartment
710
1,904
39
Male
25,863
Single
2
PhD
Employed
29.094633
Urban
Comprehensive
1
5
451
9
2023-04-13 15:21:39.155231
null
Yes
Daily
Condo
2,120
1,905
42
Female
37,794
Married
0
High School
Employed
9.638572
Urban
Comprehensive
1
19
391
2
2020-10-30 15:21:39.173834
null
No
Monthly
House
2,088
1,906
34
Female
3,342
Single
null
Master's
Employed
19.62267
Rural
Comprehensive
2
7
536
8
2024-01-18 15:21:39.155231
Average
No
Daily
House
919
1,907
36
Female
null
Divorced
1
Bachelor's
Unemployed
13.771398
Urban
Comprehensive
null
8
371
5
2023-12-17 15:21:39.117183
Good
Yes
Daily
Condo
1,056
1,908
18
Female
18,663
Married
null
High School
Unemployed
18.918674
Rural
Comprehensive
0
17
521
5
2023-01-15 15:21:39.194829
Average
No
Monthly
Condo
1,245
1,909
25
Female
6,991
Single
3
PhD
null
null
Suburban
Comprehensive
null
18
736
6
2020-06-25 15:21:39.204201
Poor
No
Weekly
Condo
1,591
1,910
62
Female
26,388
Single
1
High School
Employed
null
Rural
Premium
null
18
532
7
2023-05-11 15:21:39.089116
Good
Yes
Weekly
Condo
715
1,911
52
Female
1,676
Married
4
High School
Self-Employed
20.858966
Urban
Comprehensive
null
11
null
3
2021-04-01 15:21:39.134960
null
No
Daily
Apartment
979
1,912
35
Male
18,337
Single
3
Master's
Unemployed
31.293519
Rural
Premium
null
15
537
6
2022-08-05 15:21:39.279729
Average
Yes
Rarely
Condo
749
1,913
56
Male
2,396
Married
2
Bachelor's
Unemployed
6.893223
Urban
Comprehensive
1
8
674
7
2023-07-03 15:21:39.237118
Average
Yes
Rarely
Apartment
3,244
1,914
35
Male
14,072
Married
3
High School
null
19.928342
Suburban
Basic
null
18
684
1
2023-01-21 15:21:39.155231
Average
No
Rarely
Apartment
956
1,915
61
Female
37,991
Divorced
0
Bachelor's
Employed
22.092916
Urban
Comprehensive
4
9
674
7
2023-04-18 15:21:39.289099
Poor
No
Rarely
House
884
1,916
54
Male
4,540
Single
2
High School
null
32.711404
Suburban
Premium
null
16
359
5
2019-10-16 15:21:39.285112
Poor
No
Monthly
House
1,115
1,917
32
Male
2,545
Married
null
High School
Unemployed
null
Urban
Comprehensive
2
11
674
4
2020-11-15 15:21:39.148733
Average
No
Weekly
Condo
1,359
1,918
29
Female
16,848
Married
3
Master's
Self-Employed
47.947794
Urban
Basic
1
16
750
6
2023-08-14 15:21:39.182597
Poor
No
Rarely
Apartment
1,032
1,919
33
Male
null
Divorced
3
PhD
Employed
24.263867
Rural
Comprehensive
null
1
415
3
2024-03-20 15:21:39.122134
Good
No
Rarely
House
130
1,920
25
Male
9,086
Divorced
4
Bachelor's
Employed
17.848784
Suburban
Comprehensive
3
18
719
6
2024-08-12 15:21:39.170099
Average
No
Monthly
Condo
1,810
1,921
50
Female
6,467
Married
2
PhD
Self-Employed
32.849391
Suburban
Basic
1
6
null
2
2021-11-12 15:21:39.202448
Good
Yes
Weekly
Condo
1,534
1,922
41
Male
1,209
Divorced
0
PhD
null
39.143551
Rural
Basic
1
14
831
8
2021-11-14 15:21:39.126661
Poor
No
Rarely
Apartment
2,369
1,923
29
Female
23,425
Divorced
2
Bachelor's
null
null
Rural
Comprehensive
null
11
811
4
2021-06-04 15:21:39.187211
Average
No
Weekly
Condo
776
1,924
48
Male
5,881
Divorced
null
Bachelor's
Self-Employed
14.095018
Rural
Premium
null
18
804
6
2021-07-23 15:21:39.237118
Good
No
Weekly
Condo
988
1,925
41
Male
839
Single
2
Bachelor's
Employed
27.948783
Rural
Comprehensive
1
7
null
7
2019-11-20 15:21:39.134960
Average
Yes
Monthly
Condo
813
1,926
35
Male
35,139
Divorced
1
Master's
Unemployed
40.558715
Rural
Comprehensive
null
1
580
2
2022-11-04 15:21:39.237118
Average
Yes
Rarely
Apartment
934
1,927
24
Female
62,311
Divorced
1
PhD
Employed
25.454318
Rural
Premium
0
17
464
5
2020-09-08 15:21:39.134960
Average
No
Daily
Condo
3,613
1,928
30
Female
7,771
Divorced
3
Master's
Unemployed
49.236085
Urban
Comprehensive
1
8
484
3
2023-04-08 15:21:39.155231
Average
Yes
Weekly
Condo
476
1,929
32
Female
15,961
Married
2
Master's
Self-Employed
24.735701
Rural
Comprehensive
null
11
597
3
2021-10-27 15:21:39.276901
Average
Yes
Monthly
House
689
1,930
37
Male
10,142
Single
3
Master's
null
10.837496
Suburban
Basic
1
13
null
3
2020-07-14 15:21:39.152732
Poor
Yes
Weekly
House
822
1,931
56
Male
20,236
Single
3
Bachelor's
Employed
7.674632
Rural
Premium
1
6
578
3
2020-03-07 15:21:39.224915
null
No
Rarely
Apartment
1,059
1,932
28
Male
10,107
Divorced
4
Bachelor's
Unemployed
19.812996
Suburban
Comprehensive
1
6
734
1
2023-01-06 15:21:39.091080
Poor
Yes
Weekly
Apartment
828
1,933
49
Male
25,791
Single
0
Bachelor's
Self-Employed
15.776834
Rural
Basic
1
1
820
2
2023-09-03 15:21:39.155231
Average
No
Weekly
Condo
777
1,934
44
Female
9,062
Divorced
2
High School
Self-Employed
12.2749
Rural
Basic
1
3
748
3
2020-02-28 15:21:39.148733
Average
No
Weekly
Apartment
1,729
1,935
39
Female
817
Divorced
3
Master's
Unemployed
null
Suburban
Comprehensive
null
8
790
8
2024-08-13 15:21:39.155231
Poor
No
Weekly
House
464
1,936
59
Female
24,956
Single
1
Bachelor's
Employed
13.856648
Urban
Comprehensive
3
9
729
3
2023-09-20 15:21:39.151732
Average
Yes
Daily
Condo
692
1,937
19
Female
102,655
Divorced
1
PhD
Employed
10.783926
Rural
Comprehensive
null
14
732
6
2022-08-09 15:21:39.204790
Good
No
Daily
Condo
3,872
1,938
51
Male
113,049
Married
2
PhD
null
null
Urban
Premium
3
14
null
1
2021-09-10 15:21:39.155231
Poor
No
Rarely
House
645
1,939
28
Male
1,879
Married
1
Master's
null
52.471562
Urban
Comprehensive
1
19
425
9
2021-12-11 15:21:39.237118
Average
No
Rarely
Condo
572
1,940
57
Male
24,862
Married
2
Master's
Employed
11.358079
Rural
Basic
1
1
711
7
2020-11-12 15:21:39.134960
Good
Yes
Rarely
Condo
998
1,941
46
Male
23,648
Divorced
2
Master's
Unemployed
31.649892
Urban
Comprehensive
null
8
502
5
2024-05-04 15:21:39.254678
Poor
Yes
Monthly
House
519
1,942
47
Male
87,234
Divorced
2
Bachelor's
null
43.822263
Suburban
Basic
2
19
644
6
2021-09-18 15:21:39.236064
Good
No
Daily
Apartment
173
1,943
30
Female
9,894
Divorced
4
PhD
Unemployed
18.898223
Suburban
Comprehensive
null
14
604
8
2022-05-01 15:21:39.125660
Average
Yes
Monthly
House
837
1,944
51
Male
28,863
Single
2
PhD
null
14.957751
Rural
Premium
0
16
null
8
2021-05-26 15:21:39.155231
Good
No
Daily
House
943
1,945
47
Male
24,115
Single
4
Master's
Employed
37.928147
Urban
Comprehensive
1
3
594
5
2023-06-19 15:21:39.209847
Good
Yes
Monthly
Apartment
731
1,946
58
Female
45,907
Single
0
Master's
Self-Employed
32.867952
Rural
Basic
0
16
617
6
2021-09-23 15:21:39.134960
Poor
No
Rarely
Condo
1,534
1,947
43
Female
132,317
Single
1
Master's
Self-Employed
18.865692
Suburban
Comprehensive
1
18
406
4
2020-02-28 15:21:39.245086
Average
Yes
Rarely
Apartment
1,107
1,948
33
Female
null
Single
3
Master's
Employed
40.294431
Rural
Comprehensive
2
6
357
5
2023-11-24 15:21:39.172097
Good
No
Monthly
Apartment
171
1,949
28
Female
29,871
Divorced
2
PhD
null
35.845655
Suburban
Comprehensive
null
1
693
3
2023-12-10 15:21:39.117183
Average
Yes
Monthly
House
316
1,950
20
Female
41,301
Divorced
1
Master's
Unemployed
34.193394
Suburban
Comprehensive
0
10
736
5
2023-08-21 15:21:39.121169
Good
No
Daily
Apartment
220
1,951
46
Female
16,429
Single
2
Master's
null
29.092697
Suburban
Comprehensive
3
10
701
3
2021-02-03 15:21:39.254678
Poor
No
Weekly
Apartment
493
1,952
52
Male
8,054
Single
2
High School
null
23.958269
Suburban
Basic
null
8
null
2
2021-01-11 15:21:39.090124
Average
No
Rarely
Apartment
776
1,953
46
Female
44,204
Married
0
Master's
null
37.240302
Suburban
Premium
0
3
null
4
2024-04-26 15:21:39.256696
Good
Yes
Rarely
Condo
30
1,954
21
Male
77,543
Single
4
Master's
Employed
14.686602
Suburban
Comprehensive
2
17
null
1
2023-12-16 15:21:39.111551
Average
Yes
Monthly
House
2,295
1,955
56
Female
20,389
Single
3
Master's
null
21.184839
Rural
Premium
2
14
546
8
2023-10-31 15:21:39.172097
Good
Yes
Rarely
House
893
1,956
25
Female
24,595
Divorced
null
PhD
Self-Employed
40.926582
Urban
Premium
1
12
641
7
2019-12-27 15:21:39.134960
Good
No
Weekly
Apartment
926
1,957
44
Female
15,638
Married
4
Master's
Self-Employed
10.78993
Suburban
Basic
0
14
334
9
2021-09-05 15:21:39.168099
Good
Yes
Daily
Apartment
589
1,958
34
Female
27,442
Married
2
Bachelor's
Self-Employed
12.711589
Urban
Premium
1
5
783
6
2020-04-12 15:21:39.097737
Good
No
Rarely
House
1,591
1,959
63
Female
4,863
Married
1
Master's
Employed
15.843229
Urban
Basic
2
17
486
5
2020-06-11 15:21:39.166062
Good
Yes
Daily
Apartment
917
1,960
21
Male
13,826
Single
4
PhD
null
22.271839
Suburban
Basic
0
10
734
3
2021-05-13 15:21:39.233998
null
No
Rarely
House
1,101
1,961
47
Male
1,296
Married
2
Bachelor's
Unemployed
6.092262
Suburban
Comprehensive
0
14
357
1
2023-02-25 15:21:39.134960
null
No
Weekly
House
1,005
1,962
50
Female
15,881
Divorced
1
Bachelor's
null
47.84676
Suburban
Comprehensive
0
1
629
7
2023-04-16 15:21:39.166062
Poor
No
Rarely
Condo
1,670
1,963
61
Male
null
Married
2
Bachelor's
null
21.937175
Suburban
Premium
2
7
449
1
2024-01-02 15:21:39.082499
Good
No
Rarely
House
1,607
1,964
26
Female
33,195
Single
2
Master's
Self-Employed
null
Suburban
Basic
null
17
725
9
2022-09-08 15:21:39.288099
Average
Yes
Daily
House
1,824
1,965
48
Female
29,083
Divorced
4
High School
Self-Employed
null
Urban
Basic
2
8
787
7
2024-01-28 15:21:39.252145
Poor
No
Rarely
House
718
1,966
30
Male
37,882
Single
3
Bachelor's
Employed
41.944019
Suburban
Basic
0
9
784
6
2021-12-23 15:21:39.082499
Average
No
Daily
House
1,093
1,967
34
Female
23,982
Divorced
0
PhD
null
37.827972
Rural
Premium
0
18
705
4
2023-10-11 15:21:39.171102
Average
Yes
Rarely
Condo
726
1,968
47
Female
39,114
null
3
PhD
Self-Employed
null
Rural
Premium
1
0
null
9
2022-09-11 15:21:39.134960
Good
No
Weekly
Apartment
467
1,969
48
Male
19,938
Married
4
Bachelor's
Employed
40.571943
Rural
Basic
null
11
838
3
2020-03-12 15:21:39.271453
Good
No
Daily
Apartment
1,995
1,970
35
Female
62,706
Married
0
PhD
Unemployed
43.523516
Suburban
Premium
4
19
455
7
2019-12-19 15:21:39.228521
Good
No
Monthly
Apartment
386
1,971
33
Female
4,440
Single
0
PhD
null
41.764681
Suburban
Comprehensive
null
0
null
8
2021-09-25 15:21:39.172097
Average
No
Monthly
House
2,656
1,972
38
Male
26,861
Divorced
2
Bachelor's
Unemployed
24.132573
Suburban
Basic
1
7
665
5
2019-09-04 15:21:39.180553
Good
Yes
Weekly
Apartment
2,981
1,973
60
Male
3,615
Divorced
1
Master's
Self-Employed
14.182523
Rural
Basic
0
0
373
6
2022-03-24 15:21:39.102694
Poor
Yes
Rarely
Condo
3,829
1,974
53
Male
4,575
Divorced
2
Bachelor's
Employed
21.35889
Urban
Comprehensive
null
14
534
2
2023-03-26 15:21:39.237118
Average
No
Daily
Condo
359
1,975
33
Female
58,839
Married
2
Master's
null
7.22221
Suburban
Comprehensive
0
16
397
1
2021-11-23 15:21:39.134960
Poor
No
Monthly
Apartment
566
1,976
43
Female
2,735
Single
2
Bachelor's
Employed
27.788083
Suburban
Comprehensive
null
6
719
9
2024-07-12 15:21:39.214388
Poor
No
Weekly
Apartment
22
1,977
59
Female
25,936
Divorced
2
Master's
Self-Employed
39.506312
Suburban
Premium
3
13
488
9
2024-05-08 15:21:39.200452
Average
Yes
Daily
Apartment
496
1,978
35
Male
16,054
Single
2
Bachelor's
null
11.828198
Suburban
Premium
null
7
595
1
2022-03-07 15:21:39.206847
Poor
No
Rarely
Condo
1,212
1,979
25
Female
11,306
Divorced
null
PhD
Employed
21.410033
Urban
Premium
0
5
582
7
2024-05-13 15:21:39.095696
Good
No
Weekly
House
306
1,980
45
Female
21,983
Divorced
0
Bachelor's
null
4.552692
Urban
Basic
null
17
742
5
2022-04-10 15:21:39.207847
Average
No
Monthly
House
2,109
1,981
27
Male
27,092
Single
2
Master's
null
20.817357
Rural
Basic
null
17
395
9
2024-01-15 15:21:39.190215
Good
No
Weekly
Condo
884
1,982
51
Male
3,849
Single
null
PhD
null
14.244939
Suburban
Comprehensive
1
4
591
2
2020-12-03 15:21:39.146733
Good
Yes
Monthly
Apartment
393
1,983
56
Female
45,633
Divorced
2
High School
null
21.769693
Suburban
Basic
null
4
604
8
2023-05-21 15:21:39.152732
Poor
No
Rarely
Condo
2,077
1,984
55
Male
23,897
Divorced
0
High School
Unemployed
6.656922
Rural
Comprehensive
0
19
586
4
2021-08-23 15:21:39.192212
Good
Yes
Monthly
House
172
1,985
19
Male
138,723
Divorced
0
Master's
Self-Employed
27.073601
Rural
Basic
0
0
433
3
2023-12-15 15:21:39.177724
Poor
No
Monthly
Condo
1,663
1,986
26
Female
133,336
Divorced
0
Master's
Self-Employed
18.906108
Rural
Comprehensive
0
3
411
9
2022-01-13 15:21:39.150730
Good
No
Daily
Condo
1,607
1,987
21
Male
1,184
Single
3
PhD
Employed
30.534617
Urban
Comprehensive
0
4
522
5
2021-05-11 15:21:39.192212
Good
No
Weekly
Apartment
341
1,988
33
Male
null
Single
3
PhD
null
17.527789
Suburban
Comprehensive
0
13
450
3
2023-09-11 15:21:39.094752
Poor
No
Rarely
House
183
1,989
26
Female
14,056
Single
2
Master's
Employed
17.879318
Rural
Premium
0
12
831
2
2022-12-05 15:21:39.168099
Poor
Yes
Daily
House
2,110
1,990
51
Female
35,357
Married
3
PhD
Unemployed
35.441055
Suburban
Premium
1
13
783
6
2024-04-13 15:21:39.279729
Average
No
Monthly
Condo
1,375
1,991
23
Male
null
Single
0
PhD
Unemployed
45.830988
Urban
Comprehensive
2
13
402
4
2024-07-13 15:21:39.144722
Poor
Yes
Daily
House
1,863
1,992
37
Male
7,879
Married
4
PhD
Self-Employed
15.838696
Suburban
Premium
1
10
712
7
2024-07-23 15:21:39.080440
Good
Yes
Rarely
House
1,722
1,993
52
Female
29,082
Married
1
High School
Unemployed
17.710839
Urban
Premium
1
3
648
4
2021-02-20 15:21:39.194829
Average
Yes
Rarely
House
1,390
1,994
32
Female
118,534
Divorced
null
Master's
Employed
32.836203
Urban
Basic
1
9
null
8
2019-10-07 15:21:39.133866
Poor
Yes
Weekly
House
237
1,995
29
Male
45,388
Married
3
Bachelor's
null
null
Rural
Comprehensive
1
19
704
4
2023-01-22 15:21:39.173834
Poor
No
Monthly
Condo
573
1,996
59
Female
56,510
Married
3
Bachelor's
Employed
45.885798
Urban
Premium
0
5
584
6
2019-11-05 15:21:39.209847
Average
Yes
Weekly
Apartment
2,516
1,997
64
Female
36,738
Divorced
3
Bachelor's
Unemployed
24.567206
Suburban
Comprehensive
1
17
648
1
2024-03-03 15:21:39.257696
Average
Yes
Rarely
House
171
1,998
60
Female
17,069
Single
1
Bachelor's
Employed
6.836377
Rural
Basic
null
14
788
8
2022-10-01 15:21:39.094752
Average
No
Daily
Condo
2,431
1,999
44
Male
115,283
Married
1
PhD
Unemployed
23.284066
Urban
Premium
1
15
440
9
2021-03-18 15:21:39.237118
Average
Yes
Weekly
Apartment
1,784