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
1,182,900
40
Female
28,894
Single
0
PhD
Self-Employed
28.698887
Urban
Premium
1
6
482
5
2021-01-10 15:21:39.147735
Good
Yes
Daily
House
1,524
1,182,901
55
Female
5,540
Single
3
Bachelor's
null
6.598735
Urban
Comprehensive
1
6
602
5
2020-12-17 15:21:39.237118
Average
No
Monthly
Apartment
661
1,182,902
55
Female
5,058
Divorced
3
Master's
Unemployed
25.772766
Urban
Basic
2
9
793
6
2020-04-02 15:21:39.237118
Average
Yes
Rarely
Condo
511
1,182,903
52
Male
8,072
Single
4
Master's
null
16.895273
Suburban
Basic
null
5
785
9
2022-03-16 15:21:39.084065
Poor
No
Monthly
Apartment
715
1,182,904
35
Male
55,455
Married
2
Master's
Self-Employed
51.934981
Rural
Premium
1
6
308
4
2019-12-28 15:21:39.244069
Good
No
Weekly
House
1,056
1,182,905
45
Male
17,177
Divorced
2
Master's
Employed
11.771828
Urban
Comprehensive
0
7
null
9
2022-12-01 15:21:39.177724
Average
No
Daily
Apartment
1,096
1,182,906
40
Female
18,093
Married
4
Bachelor's
Employed
4.228887
Suburban
Premium
0
13
418
3
2021-10-28 15:21:39.181605
Average
No
Daily
Condo
560
1,182,907
35
Female
43,989
Single
2
PhD
Unemployed
11.580119
Rural
Premium
0
10
null
8
2020-07-15 15:21:39.245086
Good
Yes
Monthly
House
1,645
1,182,908
21
Female
4,981
Married
4
High School
Self-Employed
18.391788
Rural
Premium
2
2
358
3
2020-01-14 15:21:39.265513
Poor
No
Daily
Apartment
24
1,182,909
41
Male
28,332
Divorced
null
PhD
null
3.964206
Suburban
Comprehensive
1
0
361
2
2019-09-14 15:21:39.226954
Poor
Yes
Weekly
House
2,120
1,182,910
56
Male
3,440
Divorced
3
High School
null
9.654095
Rural
Premium
2
0
521
5
2019-09-11 15:21:39.246098
Poor
Yes
Daily
House
1,072
1,182,911
39
Male
21,291
Single
null
Bachelor's
Unemployed
40.811592
Suburban
Premium
null
14
450
3
2024-01-10 15:21:39.279729
Poor
Yes
Monthly
House
96
1,182,912
34
Male
44,943
Single
3
Bachelor's
Employed
47.325423
Urban
Premium
1
3
515
1
2022-03-17 15:21:39.171102
Poor
No
Rarely
House
2,473
1,182,913
31
Female
30,647
Divorced
3
Bachelor's
Employed
39.894412
Urban
Basic
2
11
334
6
2022-04-25 15:21:39.134960
Good
Yes
Weekly
House
34
1,182,914
55
Female
2,539
Divorced
2
High School
null
31.249835
Urban
Comprehensive
0
7
745
7
2021-08-11 15:21:39.155231
null
No
Monthly
House
2,131
1,182,915
43
Female
11,406
Single
2
Master's
Self-Employed
17.974234
Suburban
Premium
null
16
386
9
2022-10-18 15:21:39.247098
Average
Yes
Monthly
House
1,696
1,182,916
48
Male
25,507
Divorced
0
Bachelor's
Unemployed
40.564837
Rural
Premium
null
15
797
1
2019-09-13 15:21:39.259788
Good
Yes
Monthly
Condo
813
1,182,917
48
Female
2,918
Married
4
PhD
Unemployed
20.836158
Rural
Comprehensive
null
10
516
4
2022-12-08 15:21:39.192212
Poor
Yes
Daily
House
3,666
1,182,918
50
Female
6,526
Divorced
2
High School
Employed
30.564385
Urban
Basic
3
2
673
3
2023-05-11 15:21:39.219432
Average
Yes
Rarely
Apartment
401
1,182,919
37
Male
44,181
Married
1
High School
null
23.936297
Rural
Premium
null
7
759
2
2022-02-06 15:21:39.184157
Poor
Yes
Monthly
Condo
3,276
1,182,920
59
Male
29,230
Married
3
Master's
null
16.847351
Suburban
Comprehensive
null
1
786
9
2023-11-04 15:21:39.271453
Average
Yes
Weekly
Condo
756
1,182,921
33
Male
516
Divorced
0
Master's
Self-Employed
null
Suburban
Basic
1
1
719
7
2022-03-04 15:21:39.134960
Poor
No
Monthly
House
686
1,182,922
47
Female
28,982
Single
null
High School
null
27.966281
Suburban
Comprehensive
null
16
809
6
2021-06-08 15:21:39.134960
Good
No
Rarely
Condo
774
1,182,923
58
Female
4,057
Married
null
Master's
Employed
19.692345
Urban
Premium
null
16
458
8
2021-09-17 15:21:39.175719
Good
Yes
Weekly
House
2,853
1,182,924
50
Female
12,570
Married
1
High School
Self-Employed
24.813957
Urban
Premium
3
15
652
4
2024-07-27 15:21:39.148733
Poor
Yes
Monthly
Apartment
1,757
1,182,925
34
Female
59,747
Divorced
0
PhD
null
26.868786
Urban
Comprehensive
1
9
595
8
2019-10-28 15:21:39.146733
Average
No
Rarely
Apartment
411
1,182,926
58
Male
34,117
Married
0
Bachelor's
Self-Employed
31.681447
Rural
Comprehensive
2
16
804
6
2022-09-20 15:21:39.164044
Good
No
Daily
House
477
1,182,927
54
Male
7,078
Single
1
Master's
Employed
30.09831
Urban
Basic
0
4
528
2
2023-05-22 15:21:39.237118
Good
Yes
Rarely
House
2,142
1,182,928
42
Male
39,766
Single
1
PhD
Self-Employed
32.328465
Rural
Premium
null
12
534
5
2021-11-02 15:21:39.096739
Poor
Yes
Weekly
Apartment
2,566
1,182,929
53
Male
35,318
Married
2
PhD
Self-Employed
32.858191
Rural
Basic
2
0
582
2
2024-01-02 15:21:39.115178
Poor
Yes
Monthly
Apartment
122
1,182,930
21
Female
20,861
Single
1
High School
Unemployed
26.739366
Rural
Comprehensive
null
19
null
7
2020-01-04 15:21:39.134960
null
No
Daily
House
1,086
1,182,931
58
Female
9,087
Married
2
Bachelor's
Unemployed
42.637743
Urban
Basic
null
14
545
3
2020-04-19 15:21:39.134960
Good
No
Monthly
Apartment
732
1,182,932
55
Female
35,644
Married
3
PhD
Self-Employed
20.590187
Rural
Comprehensive
1
12
817
5
2021-05-02 15:21:39.274993
Poor
Yes
Weekly
Apartment
1,229
1,182,933
49
Male
9,094
Married
1
Master's
null
24.793288
Suburban
Premium
null
13
435
7
2021-04-12 15:21:39.259788
Poor
No
Weekly
Condo
965
1,182,934
32
Female
37,303
Married
2
High School
Self-Employed
37.990001
Suburban
Premium
null
4
452
4
2022-01-10 15:21:39.134960
Poor
Yes
Weekly
Condo
114
1,182,935
31
Male
68,754
Married
1
Master's
Self-Employed
22.810039
Urban
Premium
3
6
318
4
2020-02-18 15:21:39.286113
Good
No
Weekly
Condo
1,161
1,182,936
36
Male
1,196
Divorced
4
Bachelor's
null
24.674415
Suburban
Comprehensive
1
7
439
9
2023-08-28 15:21:39.132191
Good
Yes
Weekly
Apartment
1,651
1,182,937
56
Male
122,152
Married
2
PhD
Unemployed
24.176694
Rural
Basic
1
14
334
9
2023-07-11 15:21:39.155231
Poor
No
Monthly
Condo
538
1,182,938
23
Male
123,851
Divorced
null
Bachelor's
Self-Employed
42.171535
Rural
Basic
null
15
502
3
2021-05-20 15:21:39.272456
Poor
No
Daily
House
234
1,182,939
28
Female
3,195
Divorced
3
High School
null
13.164214
Urban
Premium
0
4
769
8
2024-08-14 15:21:39.261856
Average
No
Monthly
Apartment
2,549
1,182,940
20
Female
10,104
Single
0
PhD
Employed
20.566566
Suburban
Comprehensive
1
10
619
4
2020-03-26 15:21:39.176717
Good
No
Rarely
House
878
1,182,941
62
Female
2,420
Married
0
PhD
null
30.157626
Rural
Premium
2
0
803
8
2022-09-25 15:21:39.171102
Poor
Yes
Weekly
Apartment
1,758
1,182,942
27
Female
50,636
Single
3
Master's
null
27.087158
Rural
Basic
1
13
444
7
2023-05-06 15:21:39.134960
null
Yes
Weekly
House
731
1,182,943
59
Male
37,156
Married
3
Master's
Employed
43.642849
Urban
Comprehensive
0
19
null
2
2019-11-29 15:21:39.082499
null
Yes
Rarely
Apartment
1,407
1,182,944
37
Female
96,842
Single
2
PhD
Self-Employed
37.957916
Urban
Basic
2
3
369
9
2024-05-31 15:21:39.083497
Poor
Yes
Monthly
Condo
2,290
1,182,945
52
Female
4,429
Married
0
PhD
Unemployed
4.857372
Suburban
Basic
1
10
322
7
2020-12-03 15:21:39.134960
Average
Yes
Weekly
House
1,392
1,182,946
60
Female
12,081
Single
2
High School
Self-Employed
11.41002
Rural
Basic
null
13
681
4
2024-05-03 15:21:39.237118
Good
No
Monthly
House
742
1,182,947
19
Female
3,285
Divorced
2
PhD
Self-Employed
25.907307
Rural
Premium
null
0
null
9
2023-12-27 15:21:39.177724
Average
No
Weekly
House
3,599
1,182,948
61
Male
43,435
Married
null
High School
Self-Employed
33.673361
Suburban
Comprehensive
1
2
550
2
2020-01-31 15:21:39.134960
Average
No
Monthly
Apartment
467
1,182,949
53
Male
17,186
Single
null
Bachelor's
Unemployed
47.686761
Suburban
Premium
1
18
638
1
2019-11-06 15:21:39.246098
Good
Yes
Rarely
Apartment
1,031
1,182,950
25
Male
10,791
Single
2
PhD
Unemployed
28.288912
Suburban
Comprehensive
2
4
572
7
2023-04-30 15:21:39.125660
Poor
No
Daily
Condo
874
1,182,951
48
Male
18,096
Divorced
3
Bachelor's
Unemployed
9.543264
Urban
Comprehensive
0
9
726
1
2020-04-04 15:21:39.188220
Poor
Yes
Rarely
Condo
726
1,182,952
30
Female
23,584
Married
1
Master's
Unemployed
null
Suburban
Basic
3
18
532
8
2023-04-07 15:21:39.096739
Poor
No
Weekly
House
476
1,182,953
30
Female
20,961
Single
2
Bachelor's
Employed
23.83872
Rural
Comprehensive
1
9
582
9
2023-02-07 15:21:39.186212
Average
No
Rarely
House
748
1,182,954
49
Female
3,146
null
0
PhD
Unemployed
4.685526
Rural
Comprehensive
1
11
null
2
2021-10-22 15:21:39.108562
Good
No
Monthly
Condo
405
1,182,955
34
Female
6,824
Single
3
Bachelor's
Employed
22.923198
Urban
Premium
1
7
394
8
2023-08-23 15:21:39.244069
Average
No
Daily
Condo
1,410
1,182,956
52
Male
42,294
Divorced
null
Master's
Employed
22.41174
Urban
Comprehensive
1
13
562
6
2022-06-02 15:21:39.107553
Average
No
Rarely
Apartment
473
1,182,957
43
Male
97,761
Single
4
High School
Employed
42.349214
Urban
Premium
1
4
464
3
2023-08-09 15:21:39.143708
Average
Yes
Weekly
Apartment
3,129
1,182,958
29
Male
3,968
Married
0
High School
null
21.917403
Urban
Premium
2
3
678
5
2022-01-06 15:21:39.208842
Poor
No
Monthly
Apartment
1,029
1,182,959
28
Female
27,365
Single
3
High School
Self-Employed
5.881938
Urban
Comprehensive
1
4
474
4
2021-02-27 15:21:39.106582
Good
Yes
Weekly
House
4,062
1,182,960
36
Male
17,983
Single
2
Bachelor's
Self-Employed
13.247799
Suburban
Basic
null
8
581
2
2022-07-23 15:21:39.152732
Good
Yes
Rarely
House
919
1,182,961
38
Female
43,947
Married
4
Bachelor's
Unemployed
18.908434
Rural
Comprehensive
null
6
null
8
2021-07-09 15:21:39.185215
Average
Yes
Rarely
Condo
533
1,182,962
57
Female
45,911
Single
null
Master's
null
15.406667
Urban
Comprehensive
0
10
384
5
2021-02-28 15:21:39.288099
Poor
No
Daily
House
1,177
1,182,963
39
Male
115,947
Single
2
Bachelor's
Unemployed
20.957687
Urban
Premium
2
11
586
5
2021-12-08 15:21:39.134960
Poor
No
Monthly
Condo
2,057
1,182,964
45
Female
82,322
Single
0
Master's
Self-Employed
28.69192
Rural
Comprehensive
null
15
796
8
2019-08-22 15:21:39.134960
Poor
No
Rarely
House
2,070
1,182,965
48
Female
47,898
Single
0
Bachelor's
Unemployed
15.914015
Rural
Basic
1
1
null
2
2024-05-28 15:21:39.237118
Good
No
Weekly
Apartment
48
1,182,966
20
Male
6,586
Single
1
PhD
Employed
6.299947
Rural
Basic
null
12
479
3
2023-09-18 15:21:39.134960
Average
No
Weekly
Apartment
2,212
1,182,967
30
Female
42,342
Single
1
Bachelor's
null
10.410935
Suburban
Basic
0
6
307
7
2021-04-02 15:21:39.194829
Poor
No
Daily
Condo
1,416
1,182,968
37
Female
null
Married
0
Master's
Unemployed
47.664998
Urban
Premium
null
0
456
2
2024-01-23 15:21:39.279729
Average
No
Daily
House
112
1,182,969
55
Female
19,027
Single
3
High School
Unemployed
16.70449
Urban
Basic
1
7
766
1
2020-11-07 15:21:39.255696
Average
Yes
Rarely
House
3,201
1,182,970
24
Male
23,983
Divorced
3
Bachelor's
null
51.163334
Urban
Basic
0
15
724
3
2024-08-05 15:21:39.288099
Good
Yes
Rarely
Apartment
1,409
1,182,971
59
Male
57,985
Divorced
null
Bachelor's
Employed
13.914193
Rural
Comprehensive
1
3
492
6
2023-01-02 15:21:39.237118
Average
Yes
Weekly
House
3,264
1,182,972
50
Female
12,128
Married
2
PhD
Unemployed
36.640732
Urban
Premium
null
2
483
1
2021-01-21 15:21:39.204790
Poor
Yes
Daily
House
903
1,182,973
29
Female
null
Married
null
Master's
Employed
null
Suburban
Basic
null
16
439
2
2021-06-01 15:21:39.091080
Good
No
Daily
Condo
860
1,182,974
51
Male
16,704
Married
3
Master's
null
9.1137
Suburban
Basic
1
8
694
8
2023-01-23 15:21:39.107553
Good
No
Daily
Condo
1,337
1,182,975
60
Female
29,098
Married
null
PhD
Employed
23.848363
Suburban
Comprehensive
null
15
752
5
2022-12-19 15:21:39.111551
Good
No
Monthly
Apartment
756
1,182,976
null
Female
null
Married
4
High School
null
21.63716
Urban
Comprehensive
2
6
null
8
2020-10-23 15:21:39.198406
Good
Yes
Daily
House
1,867
1,182,977
50
Female
45,647
Married
2
Bachelor's
Self-Employed
14.748549
Suburban
Premium
null
2
704
3
2023-03-04 15:21:39.087123
Good
Yes
Daily
Condo
744
1,182,978
24
Female
23,755
Married
3
Master's
Self-Employed
28.766336
Rural
Comprehensive
null
7
693
3
2021-03-28 15:21:39.172097
Average
Yes
Weekly
Apartment
707
1,182,979
56
Male
27,876
Single
0
PhD
Unemployed
29.534183
Rural
Comprehensive
0
0
371
9
2024-02-18 15:21:39.210805
Poor
Yes
Daily
Condo
981
1,182,980
46
Male
81,459
Divorced
0
Bachelor's
Employed
24.652973
Suburban
Premium
0
15
307
9
2022-12-22 15:21:39.145732
Average
Yes
Weekly
House
1,335
1,182,981
38
Female
2,886
Divorced
2
Bachelor's
Unemployed
20.490187
Urban
Basic
0
3
613
3
2022-09-14 15:21:39.251142
Average
No
Weekly
Condo
29
1,182,982
18
Male
34,803
Married
3
Master's
Unemployed
35.598975
Urban
Comprehensive
null
8
595
1
2021-04-30 15:21:39.134960
Poor
No
Daily
House
563
1,182,983
64
Male
28,193
Divorced
4
Bachelor's
null
47.250196
Suburban
Premium
null
2
502
2
2022-02-21 15:21:39.226954
Poor
No
Weekly
House
1,449
1,182,984
54
Male
16,888
Single
null
PhD
Unemployed
33.69552
Suburban
Comprehensive
2
5
null
7
2020-01-01 15:21:39.149731
Good
Yes
Daily
Condo
486
1,182,985
20
Female
72,412
Married
3
Bachelor's
null
10.006773
Suburban
Comprehensive
null
17
303
4
2022-03-04 15:21:39.155061
null
Yes
Monthly
Condo
2,780
1,182,986
47
Female
438
Single
4
Bachelor's
null
46.287855
Urban
Basic
0
2
847
4
2019-12-12 15:21:39.098696
Average
No
Rarely
House
464
1,182,987
62
Male
41,811
Divorced
2
PhD
Unemployed
13.717228
Rural
Premium
0
0
423
1
2021-06-05 15:21:39.235012
Average
No
Rarely
Apartment
977
1,182,988
58
Male
103,674
Single
2
Bachelor's
Unemployed
null
Urban
Comprehensive
null
0
478
6
2023-07-03 15:21:39.134960
Good
Yes
Weekly
House
942
1,182,989
24
Male
30,894
Divorced
3
PhD
null
9.687731
Rural
Comprehensive
0
5
735
1
2020-08-07 15:21:39.207847
Poor
Yes
Weekly
House
1,053
1,182,990
59
Female
818
Single
1
High School
Unemployed
31.701876
Urban
Premium
2
12
449
4
2024-02-14 15:21:39.192212
Good
No
Monthly
Apartment
4,053
1,182,991
55
Female
40,454
Single
0
High School
Self-Employed
null
Rural
Comprehensive
null
6
646
2
2023-09-26 15:21:39.134960
Average
No
Weekly
House
799
1,182,992
30
Male
43,638
Married
3
High School
Unemployed
21.440143
Rural
Comprehensive
1
17
632
9
2023-08-09 15:21:39.112553
Average
No
Monthly
House
4,857
1,182,993
43
Male
18,056
Single
0
Bachelor's
null
17.257779
Rural
Basic
0
4
765
6
2021-03-19 15:21:39.128286
Poor
Yes
Weekly
Apartment
1,503
1,182,994
31
Female
87,523
Divorced
3
Bachelor's
null
26.150009
Urban
Basic
0
10
565
3
2024-01-04 15:21:39.155231
Poor
Yes
Daily
Apartment
3,986
1,182,995
53
Female
19,544
Divorced
2
Bachelor's
null
9.653559
Rural
Comprehensive
1
6
614
7
2023-09-09 15:21:39.237118
Average
Yes
Rarely
Apartment
918
1,182,996
42
Male
57,961
Single
2
Master's
Employed
30.892802
Suburban
Basic
3
2
null
8
2024-04-04 15:21:39.155231
Good
Yes
Weekly
House
38
1,182,997
60
Female
27,453
Single
3
High School
Unemployed
35.955409
Suburban
Premium
0
17
543
7
2022-07-07 15:21:39.237118
Average
Yes
Weekly
House
769
1,182,998
48
Female
16,078
Single
2
Master's
null
24.098508
Urban
Basic
null
18
783
1
2023-12-28 15:21:39.152732
Average
No
Weekly
Apartment
1,454
1,182,999
22
Female
35,228
Single
0
PhD
Employed
24.551704
Suburban
Comprehensive
null
6
483
8
2023-01-28 15:21:39.213373
Poor
Yes
Daily
Condo
1,620