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
47,900
51
Male
10,813
Single
null
Master's
Self-Employed
42.414849
Urban
Basic
2
16
null
6
2023-03-07 15:21:39.190215
Poor
Yes
Monthly
Condo
2,728
47,901
52
Female
14,750
Married
null
High School
Self-Employed
25.914766
Suburban
Premium
1
16
543
3
2022-04-14 15:21:39.155231
Poor
Yes
Daily
Condo
1,173
47,902
29
Female
7,691
Married
4
Master's
null
11.303488
Urban
Basic
0
14
533
7
2023-11-13 15:21:39.245086
Poor
Yes
Weekly
Apartment
233
47,903
21
Female
127,790
Divorced
1
Bachelor's
null
17.797665
Urban
Premium
0
10
687
6
2024-05-26 15:21:39.134960
Good
Yes
Weekly
Apartment
112
47,904
32
Male
94,810
Divorced
4
Master's
Employed
51.604881
Rural
Basic
0
10
676
3
2020-12-07 15:21:39.190215
Good
No
Rarely
House
24
47,905
60
Male
17,091
Divorced
1
PhD
Unemployed
16.419946
Rural
Comprehensive
0
12
753
6
2023-01-04 15:21:39.180553
Poor
No
Daily
Condo
1,373
47,906
19
Female
29,316
Single
3
High School
null
41.683732
Suburban
Premium
0
12
563
2
2024-06-17 15:21:39.285112
Good
Yes
Monthly
House
646
47,907
41
Female
2,778
Single
4
PhD
Employed
36.527173
Rural
Premium
3
17
833
9
2020-07-01 15:21:39.155231
Good
Yes
Rarely
Apartment
1,331
47,908
63
Female
3,261
Single
4
High School
null
33.452132
Rural
Comprehensive
0
9
690
4
2024-01-08 15:21:39.155231
Average
No
Rarely
Apartment
1,830
47,909
44
Male
63,984
Married
1
High School
Unemployed
21.719216
Rural
Basic
0
11
333
4
2024-05-19 15:21:39.172097
Average
Yes
Weekly
Apartment
963
47,910
55
Female
24,897
Married
0
PhD
Unemployed
36.924889
Rural
Comprehensive
null
10
566
3
2020-12-01 15:21:39.283783
Poor
Yes
Rarely
Apartment
1,093
47,911
64
Male
23,087
Single
3
High School
Self-Employed
21.168064
Suburban
Basic
1
18
393
1
2023-07-16 15:21:39.184157
Poor
No
Rarely
Apartment
517
47,912
36
Female
24,486
Divorced
2
Master's
Self-Employed
4.666774
Suburban
Premium
0
1
621
4
2023-03-24 15:21:39.193945
Good
Yes
Daily
House
641
47,913
27
Female
29,863
Married
3
Bachelor's
null
22.181988
Rural
Basic
null
13
743
6
2023-08-31 15:21:39.171102
Poor
Yes
Monthly
House
1,106
47,914
49
Male
29,791
Married
1
High School
Self-Employed
13.778929
Suburban
Premium
1
18
508
1
2020-08-13 15:21:39.237118
Poor
No
Weekly
Condo
1,119
47,915
53
Male
12,862
Divorced
1
High School
Unemployed
14.027907
Rural
Comprehensive
1
8
null
1
2020-08-11 15:21:39.177724
Good
Yes
Daily
Condo
439
47,916
22
Male
92,293
Married
4
Master's
Employed
29.984532
Rural
Premium
null
7
null
9
2024-01-15 15:21:39.203442
Good
Yes
Daily
Condo
158
47,917
60
Male
394
Divorced
3
Master's
null
50.085799
Rural
Basic
0
4
441
2
2024-05-30 15:21:39.182597
Good
Yes
Rarely
Apartment
755
47,918
55
Female
43,884
Married
3
Master's
Self-Employed
29.995818
Suburban
Basic
null
18
737
7
2024-06-23 15:21:39.134960
Good
No
Daily
Condo
806
47,919
45
Male
124,566
Married
null
Master's
Self-Employed
15.917647
Rural
Premium
0
17
365
2
2024-04-12 15:21:39.165120
Average
Yes
Rarely
Condo
2,122
47,920
39
Male
5,920
Divorced
4
Master's
Employed
33.697578
Rural
Comprehensive
1
13
652
8
2024-05-12 15:21:39.155231
Poor
Yes
Weekly
Condo
452
47,921
40
Male
18,756
Single
null
High School
null
25.159564
Suburban
Comprehensive
0
15
757
8
2020-08-09 15:21:39.104139
Average
No
Weekly
Condo
1,472
47,922
19
Female
104,945
Divorced
null
Master's
Unemployed
25.493511
Suburban
Premium
1
13
511
1
2023-12-20 15:21:39.237118
Poor
No
Daily
Condo
2,139
47,923
49
Male
38,117
Divorced
0
Bachelor's
Unemployed
44.71922
Urban
Basic
0
10
null
5
2024-08-04 15:21:39.220389
Average
Yes
Monthly
House
835
47,924
63
Male
42,921
Divorced
2
Master's
Self-Employed
41.226652
Suburban
Premium
null
0
313
3
2020-03-12 15:21:39.120168
Average
No
Rarely
Apartment
459
47,925
54
Male
41,555
Divorced
4
Master's
null
37.890872
Rural
Basic
0
13
null
3
2022-12-29 15:21:39.276388
Good
Yes
Rarely
Condo
788
47,926
27
Male
68,146
null
3
Master's
null
37.574034
Rural
Premium
2
4
502
6
2021-09-15 15:21:39.222387
Good
Yes
Monthly
Condo
321
47,927
29
Female
26,277
Married
null
High School
null
24.090562
Rural
Premium
1
15
null
2
2020-10-21 15:21:39.143708
Average
No
Daily
Apartment
2,026
47,928
23
Female
50,983
Divorced
1
High School
Unemployed
29.974671
Rural
Basic
2
17
431
7
2020-01-02 15:21:39.228521
Poor
Yes
Rarely
Condo
1,245
47,929
18
Female
10,985
Single
3
PhD
Employed
18.676547
Urban
Premium
null
19
489
5
2023-11-09 15:21:39.205850
Average
No
Rarely
House
568
47,930
29
Female
31,546
Single
0
Bachelor's
Unemployed
27.868373
Urban
Comprehensive
2
19
null
9
2022-03-26 15:21:39.125660
Average
Yes
Daily
Condo
3,853
47,931
39
Female
18,058
Single
1
Master's
Unemployed
17.141364
Suburban
Premium
0
6
757
9
2023-08-01 15:21:39.134960
Good
No
Rarely
House
828
47,932
62
Male
67,890
Single
3
PhD
null
23.327047
Urban
Basic
null
1
509
3
2023-06-17 15:21:39.126661
Good
No
Monthly
Apartment
111
47,933
33
Male
5,568
Divorced
null
Master's
null
32.375099
Rural
Comprehensive
1
0
null
7
2021-11-22 15:21:39.190215
Poor
No
Monthly
Apartment
269
47,934
44
Male
8,881
Single
2
High School
null
36.653066
Urban
Basic
1
15
null
7
2020-11-01 15:21:39.121169
Good
No
Monthly
Condo
32
47,935
26
Female
30,274
Single
null
Master's
null
20.981357
Rural
Basic
null
15
477
3
2022-06-08 15:21:39.253660
Poor
Yes
Weekly
Apartment
2,575
47,936
null
Female
948
Divorced
1
Bachelor's
Employed
6.442589
Urban
Basic
0
14
544
3
2022-07-31 15:21:39.250151
Poor
No
Rarely
House
29
47,937
56
Male
20,340
Single
4
High School
Unemployed
31.829485
Rural
Premium
0
10
810
8
2024-05-27 15:21:39.237118
Average
No
Rarely
Condo
2,766
47,938
43
Male
3,733
Divorced
0
PhD
Self-Employed
9.095487
Rural
Basic
1
5
589
7
2021-10-17 15:21:39.096739
Poor
No
Monthly
House
2,064
47,939
22
Male
5,964
Single
3
High School
Self-Employed
32.37455
Urban
Premium
1
4
552
2
2022-03-17 15:21:39.081504
Good
No
Rarely
Condo
830
47,940
39
Male
74,554
Divorced
4
Master's
Employed
28.938377
Suburban
Basic
null
4
520
1
2019-10-05 15:21:39.197445
Poor
No
Rarely
Apartment
150
47,941
42
Female
1,048
Married
null
Bachelor's
Employed
40.14228
Urban
Comprehensive
0
13
403
5
2020-06-19 15:21:39.194829
Good
No
Rarely
House
38
47,942
20
Male
10,892
Single
4
PhD
null
24.857111
Rural
Basic
1
3
635
7
2023-12-21 15:21:39.220389
Poor
No
Rarely
Condo
1,245
47,943
53
Female
62,478
Married
3
High School
Employed
null
Rural
Comprehensive
1
12
723
2
2024-01-23 15:21:39.080440
Poor
No
Monthly
House
36
47,944
23
Female
979
Married
0
PhD
null
17.952979
Suburban
Premium
1
11
609
4
2022-02-07 15:21:39.155231
Poor
Yes
Rarely
Apartment
39
47,945
39
Female
38,343
Divorced
0
Bachelor's
Self-Employed
4.858306
Suburban
Premium
1
2
553
6
2024-06-30 15:21:39.091080
Good
No
Rarely
House
489
47,946
58
Male
13,991
Single
0
Master's
Self-Employed
28.937184
Urban
Premium
2
4
791
8
2021-12-30 15:21:39.134960
Poor
Yes
Rarely
House
518
47,947
39
Male
1,090
Divorced
2
High School
Self-Employed
11.254433
Rural
Comprehensive
0
4
463
8
2023-12-24 15:21:39.248098
Poor
Yes
Monthly
Apartment
613
47,948
41
Female
2,956
Single
1
PhD
Unemployed
48.889946
Rural
Basic
0
18
454
4
2020-09-11 15:21:39.168099
Good
Yes
Monthly
House
659
47,949
30
Male
14,079
Divorced
3
PhD
Self-Employed
23.554906
Suburban
Premium
1
6
793
7
2022-09-01 15:21:39.183598
Average
Yes
Daily
House
514
47,950
23
Male
4,428
Divorced
4
High School
null
29.276472
Urban
Basic
null
6
392
7
2020-06-25 15:21:39.288099
Average
Yes
Rarely
Condo
872
47,951
29
Female
30,641
Divorced
1
PhD
Self-Employed
36.906381
Suburban
Comprehensive
0
2
759
9
2021-02-23 15:21:39.129190
Poor
Yes
Weekly
House
1,178
47,952
19
Male
40,327
Divorced
0
Bachelor's
Self-Employed
34.404002
Rural
Comprehensive
0
19
565
3
2020-07-12 15:21:39.246098
Good
No
Rarely
Apartment
232
47,953
44
Female
6,719
Single
3
Master's
Unemployed
38.381595
Rural
Basic
3
1
695
6
2022-10-18 15:21:39.200452
Good
No
Monthly
Condo
612
47,954
27
Male
3,845
Divorced
3
Bachelor's
Self-Employed
34.405975
Rural
Comprehensive
1
0
497
6
2023-12-06 15:21:39.233998
Average
Yes
Daily
Apartment
2,555
47,955
57
Female
38,662
Divorced
null
High School
Employed
8.161211
Rural
Comprehensive
0
15
543
4
2021-04-03 15:21:39.121169
Good
No
Weekly
Apartment
573
47,956
34
Female
44,143
Single
2
PhD
null
29.735483
Rural
Basic
null
18
787
8
2021-01-10 15:21:39.274993
Average
Yes
Weekly
Apartment
959
47,957
55
Female
6,837
Divorced
1
High School
null
37.095678
Suburban
Premium
2
2
812
4
2023-04-09 15:21:39.171102
Poor
No
Daily
Apartment
1,823
47,958
23
Female
4,715
Divorced
4
PhD
Unemployed
7.35643
Rural
Premium
2
4
794
2
2023-09-07 15:21:39.151732
null
No
Daily
Condo
2,801
47,959
44
Male
39,769
Married
4
PhD
Unemployed
19.012365
Suburban
Comprehensive
3
6
704
3
2024-06-09 15:21:39.179186
Poor
Yes
Monthly
House
1,048
47,960
51
Male
43,743
Divorced
null
Bachelor's
null
12.819181
Urban
Basic
0
4
null
9
2024-02-01 15:21:39.155231
Average
Yes
Rarely
Condo
739
47,961
33
Female
91,313
Married
2
Bachelor's
Self-Employed
45.004097
Suburban
Premium
1
18
410
3
2021-01-11 15:21:39.155231
Average
Yes
Weekly
Condo
801
47,962
60
Female
30,881
Single
3
Bachelor's
null
13.121366
Urban
Premium
1
13
559
1
2023-10-11 15:21:39.155231
Average
Yes
Daily
House
596
47,963
35
Female
66,568
Divorced
null
PhD
Employed
28.78869
Suburban
Basic
2
5
765
6
2023-04-24 15:21:39.254678
Poor
No
Weekly
Apartment
35
47,964
60
Female
1,137
Divorced
1
PhD
Unemployed
46.84869
Rural
Comprehensive
null
13
796
4
2024-02-16 15:21:39.086123
Average
Yes
Monthly
Apartment
299
47,965
51
Female
17,962
Married
1
PhD
null
null
Suburban
Premium
2
7
null
5
2020-12-17 15:21:39.134960
Average
No
Daily
Apartment
1,055
47,966
22
Male
43,944
Married
1
Master's
Employed
38.881259
Rural
Premium
null
9
745
9
2022-09-17 15:21:39.133866
Average
Yes
Monthly
House
564
47,967
45
Female
44,746
Divorced
0
PhD
null
45.049103
Rural
Comprehensive
0
15
751
7
2022-07-28 15:21:39.288099
Poor
No
Monthly
Apartment
614
47,968
27
Male
95,913
Single
2
Bachelor's
Employed
43.353058
Rural
Premium
null
8
366
7
2019-11-25 15:21:39.092127
Poor
Yes
Daily
Apartment
3,655
47,969
51
Female
4,975
Married
2
Bachelor's
Employed
34.131419
Urban
Comprehensive
0
15
799
3
2021-06-28 15:21:39.134960
Good
No
Monthly
Condo
2,133
47,970
47
Male
67,770
Divorced
2
PhD
null
36.738884
Urban
Premium
2
12
615
6
2019-09-13 15:21:39.289099
null
No
Weekly
House
622
47,971
23
Female
25,265
Single
3
Master's
Self-Employed
31.371303
Rural
Comprehensive
2
6
778
5
2023-08-26 15:21:39.155231
Poor
No
Daily
House
1,867
47,972
64
Female
43,949
Married
0
Bachelor's
Employed
21.085472
Rural
Basic
0
9
782
3
2023-05-06 15:21:39.221386
Good
Yes
Monthly
House
541
47,973
55
Male
3,677
Single
2
Bachelor's
Self-Employed
37.0372
Urban
Comprehensive
0
0
602
4
2023-06-28 15:21:39.206847
Average
Yes
Rarely
Apartment
298
47,974
20
Female
2,744
Married
2
High School
Employed
9.694541
Urban
Basic
null
10
331
6
2021-03-24 15:21:39.115178
null
No
Daily
Condo
1,543
47,975
57
Female
17,111
Divorced
null
High School
Employed
21.817116
Rural
Premium
null
0
584
8
2023-08-15 15:21:39.259788
Average
Yes
Monthly
Apartment
1,052
47,976
59
Female
107,761
Divorced
3
PhD
null
21.05691
Urban
Comprehensive
1
6
326
5
2022-09-03 15:21:39.172097
Poor
No
Monthly
Apartment
1,229
47,977
45
Female
44,231
Divorced
1
Master's
Employed
52.492937
Rural
Basic
null
2
null
3
2023-10-18 15:21:39.272456
Good
Yes
Daily
Apartment
946
47,978
37
Male
61,493
Married
4
High School
Self-Employed
32.858191
Suburban
Premium
1
2
547
7
2020-05-12 15:21:39.118178
Poor
No
Daily
House
122
47,979
20
Female
37,881
Divorced
4
Bachelor's
Employed
24.016492
Urban
Premium
1
6
531
8
2020-02-21 15:21:39.210805
Average
Yes
Daily
House
1,959
47,980
44
Male
21,480
Married
4
High School
Unemployed
22.564453
Suburban
Premium
null
15
517
2
2023-07-22 15:21:39.237118
Poor
Yes
Monthly
Condo
3,114
47,981
46
Female
37,991
Single
1
PhD
Self-Employed
12.778879
Suburban
Comprehensive
1
4
681
4
2020-03-01 15:21:39.228521
Average
Yes
Rarely
House
203
47,982
21
Female
43,372
Single
3
PhD
Self-Employed
21.719597
Rural
Premium
null
10
782
6
2024-05-15 15:21:39.223901
null
No
Monthly
House
940
47,983
41
Male
87,030
Divorced
3
PhD
Employed
27.272567
Rural
Premium
1
3
695
3
2020-07-19 15:21:39.264504
Average
No
Daily
Condo
124
47,984
62
Female
19,746
Divorced
0
High School
Unemployed
3.933338
Rural
Premium
3
5
503
6
2020-03-19 15:21:39.102694
Average
No
Weekly
House
539
47,985
28
Female
3,423
Divorced
3
Bachelor's
Employed
24.369828
Rural
Basic
1
14
541
3
2022-05-27 15:21:39.281787
null
No
Monthly
Apartment
607
47,986
58
Female
15,891
Divorced
4
Master's
Employed
4.845998
Rural
Basic
null
7
801
7
2023-02-03 15:21:39.281787
Good
No
Weekly
Condo
787
47,987
36
Male
29,206
Single
0
PhD
null
27.938748
Rural
Comprehensive
null
13
602
2
2022-03-24 15:21:39.252145
Average
Yes
Daily
Apartment
734
47,988
42
Female
1,465
Single
2
Bachelor's
null
19.954237
Urban
Comprehensive
0
12
636
5
2022-05-17 15:21:39.192212
Poor
Yes
Rarely
Condo
100
47,989
35
Male
58,580
Married
3
PhD
Unemployed
49.294089
Urban
Basic
1
9
455
3
2022-03-14 15:21:39.154008
Good
No
Daily
Condo
3,033
47,990
48
Male
6,521
Divorced
1
PhD
Employed
24.552814
Urban
Premium
1
13
null
4
2022-08-21 15:21:39.225916
Good
Yes
Monthly
Apartment
472
47,991
60
Male
337
Married
3
Bachelor's
Unemployed
47.992086
Urban
Basic
1
12
786
6
2022-07-27 15:21:39.222387
Average
Yes
Weekly
House
43
47,992
21
Female
134,589
Single
2
PhD
null
10.242236
Urban
Premium
2
10
527
9
2021-11-23 15:21:39.287115
Average
Yes
Weekly
Condo
4,043
47,993
61
Male
1,499
Single
2
Bachelor's
Unemployed
39.011521
Suburban
Comprehensive
2
16
787
3
2020-07-21 15:21:39.259788
Good
No
Rarely
House
1,391
47,994
35
Male
24,603
Married
0
PhD
Self-Employed
32.124566
Rural
Premium
null
8
586
7
2022-09-23 15:21:39.237118
Poor
No
Daily
House
1,284
47,995
61
Male
16,015
Divorced
0
High School
Self-Employed
21.988701
Suburban
Comprehensive
3
13
704
8
2021-08-05 15:21:39.122134
Average
Yes
Daily
Apartment
963
47,996
26
Male
18,522
Single
3
Bachelor's
Unemployed
25.843159
Rural
Basic
null
0
557
2
2023-06-20 15:21:39.179186
Poor
Yes
Daily
House
1,220
47,997
63
Male
35,819
Married
1
Bachelor's
null
18.93432
Urban
Basic
null
10
494
1
2020-04-21 15:21:39.260856
Good
Yes
Weekly
House
402
47,998
27
Male
3,725
Married
4
Bachelor's
null
42.711154
Rural
Premium
2
4
null
8
2023-03-29 15:21:39.092127
Average
Yes
Weekly
Apartment
837
47,999
62
Male
1,054
Single
null
High School
null
22.232483
Suburban
Basic
1
12
709
6
2023-05-26 15:21:39.181605
Poor
No
Daily
Apartment
3,974