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
1,160,900
34
Male
111,927
Divorced
null
Master's
Unemployed
25.155966
Suburban
Comprehensive
null
13
581
6
2020-05-05 15:21:39.235012
Poor
No
Weekly
House
150
1,160,901
30
Female
53,713
Married
null
PhD
Employed
2.938564
Rural
Comprehensive
0
7
747
1
2020-09-24 15:21:39.250151
Poor
No
Rarely
Apartment
956
1,160,902
31
Female
13,718
Divorced
4
PhD
Self-Employed
22.414568
Suburban
Comprehensive
3
5
819
5
2022-08-25 15:21:39.237118
Average
No
Rarely
Condo
757
1,160,903
18
Female
25,375
Single
3
Master's
Employed
9.651867
Urban
Premium
1
11
757
1
2022-03-07 15:21:39.134960
null
Yes
Weekly
House
934
1,160,904
56
Female
null
Divorced
0
High School
Self-Employed
8.829754
Urban
Premium
4
14
745
2
2020-11-02 15:21:39.254678
Average
No
Monthly
Condo
22
1,160,905
24
Female
2,735
Married
1
Bachelor's
Self-Employed
34.052948
Urban
Basic
null
17
572
7
2021-04-15 15:21:39.083497
null
No
Daily
Apartment
1,312
1,160,906
58
Male
35,357
Married
3
High School
Unemployed
27.590938
Suburban
Basic
1
16
531
4
2024-02-21 15:21:39.134960
null
No
Weekly
Apartment
39
1,160,907
55
Female
36,397
Married
3
Master's
Self-Employed
7.077339
Suburban
Basic
null
2
336
1
2023-05-25 15:21:39.256696
Poor
Yes
Weekly
House
1,691
1,160,908
28
Male
28,332
Divorced
1
PhD
null
27.758712
Urban
Comprehensive
0
17
513
9
2021-04-05 15:21:39.261856
Poor
Yes
Daily
Apartment
567
1,160,909
52
Male
48,721
Married
1
Master's
Employed
25.483583
Urban
Basic
3
14
null
3
2023-09-10 15:21:39.134960
Average
Yes
Monthly
House
2,750
1,160,910
30
Male
36,205
Single
0
PhD
Unemployed
41.151774
Suburban
Comprehensive
0
1
572
2
2024-05-01 15:21:39.237118
Average
Yes
Weekly
Condo
854
1,160,911
50
Female
23,795
Single
2
Master's
null
3.271598
Suburban
Comprehensive
1
9
null
6
2024-08-02 15:21:39.102694
Average
Yes
Weekly
Condo
563
1,160,912
32
Female
72,538
Single
2
Master's
null
27.555215
Suburban
Basic
0
5
666
5
2024-08-05 15:21:39.112553
Poor
Yes
Rarely
Apartment
360
1,160,913
60
Female
15,456
Married
4
PhD
Employed
49.163688
Rural
Premium
2
3
452
4
2022-02-13 15:21:39.151732
Poor
No
Monthly
Condo
988
1,160,914
39
Female
73,735
Single
null
Master's
Unemployed
15.952517
Suburban
Premium
null
9
353
2
2024-08-12 15:21:39.193945
Average
No
Weekly
House
4,408
1,160,915
34
Female
18,071
Divorced
1
PhD
Unemployed
28.096386
Rural
Comprehensive
1
11
381
7
2024-03-05 15:21:39.168099
Average
Yes
Monthly
Apartment
703
1,160,916
40
Female
23,863
Divorced
2
PhD
Employed
24.160762
Suburban
Comprehensive
null
4
466
6
2020-08-23 15:21:39.155231
Average
No
Daily
House
2,159
1,160,917
64
Male
6,534
Single
3
High School
null
18.646536
Rural
Comprehensive
0
15
645
3
2024-07-13 15:21:39.184157
Good
Yes
Rarely
Condo
2,652
1,160,918
61
Female
25,190
Single
4
PhD
Employed
29.6887
Urban
Premium
null
10
829
9
2022-06-16 15:21:39.129190
Good
Yes
Weekly
House
1,266
1,160,919
null
Female
23,770
Divorced
4
Master's
Unemployed
46.007989
Suburban
Comprehensive
null
11
365
8
2019-10-05 15:21:39.281787
Good
No
Daily
Apartment
1,318
1,160,920
25
Female
66,461
Divorced
4
High School
Employed
14.243431
Urban
Premium
1
0
759
6
2019-10-05 15:21:39.231531
Poor
Yes
Monthly
Condo
2,263
1,160,921
58
Female
7,981
Married
3
High School
Unemployed
8.076994
Suburban
Premium
1
10
696
8
2021-10-15 15:21:39.155231
Poor
Yes
Rarely
Apartment
675
1,160,922
44
Male
12,094
Married
1
PhD
Self-Employed
36.819102
Urban
Premium
0
10
731
6
2021-10-23 15:21:39.285112
Average
Yes
Daily
Condo
617
1,160,923
47
Male
16,053
Single
3
Master's
Self-Employed
15.637808
Rural
Premium
null
15
672
8
2022-11-15 15:21:39.194829
Good
No
Rarely
House
1,611
1,160,924
36
Male
15,983
Married
3
High School
null
13.591294
Rural
Comprehensive
2
16
830
8
2024-05-12 15:21:39.233485
Poor
Yes
Weekly
Condo
1,804
1,160,925
37
Female
5,521
Married
null
Master's
Self-Employed
null
Urban
Basic
null
7
778
3
2021-03-24 15:21:39.266452
Poor
No
Rarely
House
471
1,160,926
45
Female
1,034
Divorced
0
Bachelor's
Unemployed
23.584581
Urban
Comprehensive
0
16
null
3
2020-05-12 15:21:39.126661
Poor
Yes
Weekly
Apartment
20
1,160,927
51
Female
13,894
Married
2
PhD
Employed
13.912404
Urban
Premium
0
5
433
9
2023-04-17 15:21:39.187211
Poor
Yes
Weekly
Apartment
1,337
1,160,928
null
Female
20,293
Married
3
High School
Unemployed
28.817463
Suburban
Basic
0
2
606
2
2023-09-11 15:21:39.134960
Good
Yes
Daily
Condo
906
1,160,929
21
Female
43,787
Married
3
Bachelor's
Employed
28.637196
Suburban
Premium
null
1
787
7
2023-12-05 15:21:39.155231
Average
Yes
Daily
Condo
826
1,160,930
40
Male
5,537
Divorced
3
Bachelor's
null
16.946108
Urban
Basic
null
19
625
7
2024-03-25 15:21:39.197445
Average
No
Weekly
Apartment
717
1,160,931
56
Male
72,214
null
2
PhD
Self-Employed
35.087741
Rural
Basic
null
7
null
2
2024-07-30 15:21:39.095696
null
Yes
Daily
Apartment
629
1,160,932
38
Female
18,051
Married
0
Master's
Self-Employed
45.484473
Rural
Premium
0
5
758
2
2021-11-18 15:21:39.190215
Poor
No
Daily
House
1,495
1,160,933
64
Male
20,489
Divorced
0
Bachelor's
Employed
8.537818
Rural
Basic
2
4
670
7
2022-07-14 15:21:39.080440
Average
Yes
Weekly
House
112
1,160,934
41
Female
28,408
Married
null
Master's
null
30.273839
Suburban
Comprehensive
0
10
449
8
2022-05-14 15:21:39.132191
Average
Yes
Daily
Condo
3,125
1,160,935
50
Female
2,819
Divorced
4
High School
Employed
28.847761
Urban
Basic
1
12
744
9
2021-06-12 15:21:39.134960
Poor
Yes
Monthly
Apartment
2,139
1,160,936
21
Male
8,073
Divorced
4
Bachelor's
null
19.487955
Suburban
Basic
null
3
518
3
2022-04-12 15:21:39.134960
Average
Yes
Rarely
House
1,219
1,160,937
49
Male
1,214
Single
3
PhD
Employed
44.6677
Urban
Premium
null
4
702
1
2020-09-04 15:21:39.222387
Average
Yes
Rarely
House
38
1,160,938
50
Female
3,999
Single
2
Bachelor's
null
25.715278
Suburban
Premium
2
0
null
4
2022-12-01 15:21:39.194829
Average
No
Daily
House
2,075
1,160,939
63
Female
3,677
Single
1
High School
Employed
31.680017
Rural
Comprehensive
2
5
null
3
2024-01-07 15:21:39.264504
Good
No
Weekly
Condo
554
1,160,940
61
Female
26,809
Married
3
Bachelor's
null
7.948973
Suburban
Premium
1
18
484
6
2021-09-05 15:21:39.155231
Average
Yes
Daily
House
614
1,160,941
22
Female
20,709
Married
4
Master's
Self-Employed
32.240795
Suburban
Premium
0
7
728
1
2021-12-13 15:21:39.134960
Average
Yes
Monthly
Apartment
805
1,160,942
59
Male
918
Married
1
High School
null
50.472081
Suburban
Comprehensive
null
16
617
7
2021-10-08 15:21:39.147735
Good
No
Monthly
Apartment
1,795
1,160,943
53
Male
9,984
Married
3
High School
null
21.157049
Rural
Basic
1
2
452
2
2022-12-24 15:21:39.085129
Average
Yes
Rarely
House
632
1,160,944
40
Female
30,224
Divorced
1
High School
Employed
37.64074
Urban
Basic
1
0
521
5
2021-03-19 15:21:39.134960
Good
No
Weekly
Condo
1,224
1,160,945
42
Female
91,045
Single
1
Bachelor's
Employed
48.48465
Rural
Premium
0
3
597
1
2019-11-05 15:21:39.132191
Average
Yes
Rarely
Condo
2,636
1,160,946
48
Male
17,673
Divorced
1
Bachelor's
Unemployed
26.994891
Urban
Comprehensive
2
3
441
2
2020-02-09 15:21:39.098696
Good
No
Monthly
Condo
1,238
1,160,947
51
Female
46,462
Married
0
Bachelor's
null
12.737151
Rural
Premium
1
13
431
8
2022-01-02 15:21:39.155231
Good
Yes
Weekly
House
468
1,160,948
27
Female
134,376
Single
4
Bachelor's
Self-Employed
15.39339
Suburban
Premium
null
19
null
7
2020-10-21 15:21:39.278402
Poor
No
Rarely
Condo
72
1,160,949
19
Male
30,997
Divorced
0
Bachelor's
Employed
16.415712
Urban
Comprehensive
1
19
null
2
2020-07-14 15:21:39.237118
null
No
Weekly
Condo
150
1,160,950
42
Male
24,000
Single
4
PhD
Self-Employed
22.914472
Rural
Comprehensive
null
19
749
1
2024-06-11 15:21:39.204790
Poor
No
Weekly
Apartment
691
1,160,951
44
Female
24,981
Divorced
3
High School
Self-Employed
21.319957
Urban
Comprehensive
0
17
848
9
2021-02-27 15:21:39.110557
Poor
Yes
Monthly
Condo
1,504
1,160,952
49
Male
44,165
Single
1
Master's
null
17.154476
Urban
Premium
2
19
646
2
2023-06-24 15:21:39.143708
Good
Yes
Rarely
Condo
671
1,160,953
46
Female
829
Married
2
Master's
null
44.080137
Suburban
Basic
3
9
778
8
2021-12-03 15:21:39.252145
Good
No
Monthly
Condo
997
1,160,954
42
Male
91,484
Divorced
4
Bachelor's
Employed
34.132021
Rural
Premium
1
8
522
4
2021-04-18 15:21:39.248098
Poor
Yes
Monthly
House
361
1,160,955
51
Female
29,407
Divorced
3
PhD
Unemployed
33.988315
Rural
Premium
3
2
503
5
2020-04-16 15:21:39.147735
Average
Yes
Weekly
Condo
1,723
1,160,956
18
Female
10,052
Divorced
4
High School
Unemployed
36.23454
Suburban
Premium
2
7
776
3
2022-07-24 15:21:39.155231
Poor
Yes
Daily
Apartment
1,332
1,160,957
56
Male
27,523
Divorced
1
Bachelor's
Unemployed
29.859489
Rural
Comprehensive
0
2
752
8
2019-09-15 15:21:39.261856
Poor
Yes
Rarely
Apartment
1,782
1,160,958
null
Male
16,846
Divorced
1
Master's
Self-Employed
28.977966
Suburban
Basic
2
15
318
3
2021-10-13 15:21:39.155231
Poor
Yes
Daily
House
1,597
1,160,959
20
Female
1,313
Married
0
Master's
Unemployed
33.0115
Rural
Basic
5
10
null
8
2023-08-28 15:21:39.252145
Average
No
Rarely
Condo
861
1,160,960
56
Male
39,079
Married
3
Master's
null
30.922935
Suburban
Premium
null
10
342
6
2022-08-08 15:21:39.114118
Poor
Yes
Monthly
Apartment
930
1,160,961
45
Male
38,632
Divorced
1
High School
null
13.003219
Rural
Premium
null
13
683
5
2023-08-13 15:21:39.190215
Good
Yes
Monthly
Apartment
125
1,160,962
49
Female
15,641
Single
4
Bachelor's
Employed
27.633992
Urban
Basic
0
5
611
7
2020-05-01 15:21:39.132191
Good
Yes
Daily
House
687
1,160,963
22
Female
30,077
Single
0
High School
Self-Employed
18.897408
Suburban
Basic
0
5
778
6
2023-03-15 15:21:39.251142
Good
Yes
Daily
Condo
200
1,160,964
19
Male
18,051
Divorced
4
Master's
null
null
Urban
Premium
0
2
588
3
2023-07-06 15:21:39.249100
Average
No
Rarely
Condo
827
1,160,965
63
Male
32,353
Single
0
High School
Unemployed
48.923532
Urban
Premium
null
16
768
7
2023-07-23 15:21:39.155231
Average
No
Daily
Apartment
1,607
1,160,966
23
Female
31,127
Single
1
Master's
null
15.451361
Suburban
Premium
0
6
521
9
2023-03-16 15:21:39.197445
Poor
No
Daily
Apartment
837
1,160,967
43
Male
25,265
Single
4
Master's
null
null
Urban
Comprehensive
null
13
659
2
2021-06-10 15:21:39.098696
Good
No
Monthly
Apartment
1,762
1,160,968
37
Male
44,690
Divorced
null
High School
null
36.246892
Suburban
Comprehensive
2
4
674
2
2023-05-06 15:21:39.237118
Average
Yes
Daily
Condo
616
1,160,969
55
Male
15,507
Single
3
High School
Self-Employed
52.634316
Rural
Basic
1
19
609
8
2023-02-19 15:21:39.248098
Average
No
Rarely
Apartment
1,005
1,160,970
24
Male
4,059
Married
2
PhD
Unemployed
31.633236
Rural
Basic
1
12
null
3
2022-02-18 15:21:39.186212
Average
Yes
Monthly
Apartment
2,978
1,160,971
49
Female
35,404
Divorced
null
Bachelor's
Self-Employed
27.726365
Urban
Basic
null
6
627
4
2020-09-28 15:21:39.151732
Average
Yes
Monthly
Apartment
625
1,160,972
27
Male
44,919
Married
4
High School
null
16.780017
Suburban
Basic
2
5
719
1
2020-09-27 15:21:39.155231
Average
No
Weekly
Apartment
572
1,160,973
51
Male
1,877
Married
4
High School
Employed
30.564385
Urban
Comprehensive
1
7
null
6
2020-05-04 15:21:39.155231
Poor
Yes
Daily
Condo
26
1,160,974
34
Male
9,071
Single
null
High School
Self-Employed
38.923907
Rural
Basic
1
8
843
7
2021-07-25 15:21:39.202448
Good
No
Monthly
Apartment
1,358
1,160,975
64
Female
3,111
Single
3
PhD
Self-Employed
51.327746
Urban
Premium
2
14
390
3
2020-09-24 15:21:39.252145
Poor
Yes
Daily
Condo
3,163
1,160,976
54
Male
27,241
Married
4
PhD
null
45.633558
Suburban
Comprehensive
1
5
491
6
2023-07-22 15:21:39.274993
Good
No
Rarely
Apartment
2,433
1,160,977
46
Male
18,783
Divorced
4
High School
Self-Employed
42.287098
Suburban
Basic
0
13
810
5
2023-01-07 15:21:39.237118
Average
No
Monthly
House
2,371
1,160,978
46
Male
23,799
Married
4
PhD
null
38.18688
Rural
Basic
2
15
790
2
2021-02-05 15:21:39.229482
Good
Yes
Rarely
Condo
861
1,160,979
40
Female
35,430
Single
3
High School
Unemployed
null
Urban
Premium
1
3
null
6
2022-11-03 15:21:39.237118
Good
Yes
Rarely
House
2,329
1,160,980
44
Female
678
Married
3
Bachelor's
Unemployed
35.433613
Urban
Basic
2
10
null
1
2020-12-28 15:21:39.182597
Average
Yes
Monthly
Condo
110
1,160,981
27
Male
45,301
Married
0
High School
Employed
20.168845
Rural
Comprehensive
0
9
697
1
2021-10-17 15:21:39.123711
Good
Yes
Weekly
House
1,290
1,160,982
49
Female
3,960
Single
1
Master's
Employed
45.965869
Urban
Premium
1
11
489
3
2020-10-17 15:21:39.233998
Good
No
Monthly
Condo
1,103
1,160,983
64
Female
92,960
Married
4
Bachelor's
Self-Employed
15.80804
Rural
Basic
1
3
420
7
2024-06-14 15:21:39.105504
Poor
No
Daily
House
1,320
1,160,984
43
Male
43,291
Divorced
null
Master's
Unemployed
31.955806
Urban
Basic
3
14
371
1
2024-06-16 15:21:39.226954
Poor
No
Daily
Apartment
1,805
1,160,985
35
Male
2,934
Single
1
PhD
Employed
null
Rural
Basic
null
12
320
1
2022-11-15 15:21:39.155231
Poor
No
Daily
House
1,198
1,160,986
19
Male
24,595
Divorced
2
Master's
Employed
8.671706
Rural
Comprehensive
0
1
575
9
2022-03-22 15:21:39.173834
Good
No
Monthly
House
489
1,160,987
37
Male
24,460
Married
0
Bachelor's
null
29.164089
Rural
Premium
1
19
846
2
2020-03-07 15:21:39.146733
Good
Yes
Rarely
Condo
2,941
1,160,988
56
Male
141,597
Divorced
3
Master's
null
39.633797
Urban
Premium
null
6
706
5
2023-06-28 15:21:39.091080
Poor
No
Rarely
Apartment
93
1,160,989
54
Female
34,689
Single
2
Bachelor's
null
8.624494
Rural
Basic
1
2
476
3
2020-11-20 15:21:39.134960
Poor
Yes
Daily
Condo
1,547
1,160,990
44
Female
27,134
Married
3
Bachelor's
null
45.045814
Rural
Premium
null
9
574
2
2023-08-11 15:21:39.105504
null
Yes
Weekly
Apartment
113
1,160,991
42
Female
1,367
Single
4
High School
Unemployed
24.967263
Urban
Premium
2
8
null
8
2024-07-27 15:21:39.105504
Poor
Yes
Daily
Condo
469
1,160,992
23
Female
17,894
Married
0
PhD
Self-Employed
5.371812
Suburban
Basic
1
7
637
4
2022-05-07 15:21:39.092127
Good
No
Monthly
House
573
1,160,993
39
Female
null
Divorced
1
Bachelor's
Employed
21.363703
Urban
Premium
null
14
699
5
2021-02-08 15:21:39.180553
null
No
Weekly
House
112
1,160,994
44
Female
12,982
Married
1
Bachelor's
Unemployed
27.244714
Rural
Comprehensive
null
10
715
8
2020-08-09 15:21:39.107553
Good
Yes
Monthly
Apartment
706
1,160,995
39
Male
7,055
Divorced
4
PhD
Employed
37.951624
Suburban
Premium
0
14
726
9
2022-11-12 15:21:39.276901
Good
Yes
Rarely
Condo
1,333
1,160,996
44
Female
46,985
Married
1
PhD
Unemployed
42.339768
Rural
Premium
null
18
353
2
2022-04-10 15:21:39.170099
null
No
Monthly
Condo
881
1,160,997
47
Male
106,575
Divorced
2
PhD
Unemployed
32.252805
Suburban
Premium
null
11
608
9
2022-11-28 15:21:39.134960
Poor
No
Daily
House
112
1,160,998
46
Female
null
Married
null
Master's
Self-Employed
21.503658
Suburban
Premium
2
13
441
8
2024-06-19 15:21:39.283783
Poor
No
Daily
House
679
1,160,999
43
Female
35,178
Divorced
3
Bachelor's
Unemployed
47.967699
Suburban
Comprehensive
null
7
580
2
2021-07-27 15:21:39.237118
Poor
No
Rarely
Apartment
107