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
1,187,900
27
Female
130,132
Married
1
High School
Unemployed
14.695947
Urban
Premium
2
10
507
3
2020-12-28 15:21:39.237118
Average
No
Weekly
House
3,027
1,187,901
46
Female
106,472
Single
4
Bachelor's
Unemployed
8.634909
Rural
Comprehensive
0
14
742
1
2019-09-10 15:21:39.265513
Average
Yes
Weekly
Apartment
39
1,187,902
25
Female
1,064
Single
0
Master's
null
20.564128
Suburban
Premium
1
12
null
3
2022-08-25 15:21:39.187211
Poor
Yes
Monthly
Apartment
29
1,187,903
42
Female
7,991
Divorced
4
High School
null
40.281627
Urban
Comprehensive
1
1
null
5
2022-02-05 15:21:39.155231
Average
Yes
Rarely
Apartment
1,306
1,187,904
32
Female
23,648
Married
3
Master's
Self-Employed
48.07127
Suburban
Basic
1
7
502
5
2021-01-12 15:21:39.237118
Good
No
Daily
Apartment
1,523
1,187,905
52
Female
20,361
Married
1
Bachelor's
null
22.839284
Urban
Basic
null
0
null
1
2020-05-08 15:21:39.143708
null
Yes
Rarely
House
891
1,187,906
29
Female
2,778
Single
2
Master's
null
12.793842
Urban
Comprehensive
1
15
657
5
2022-02-13 15:21:39.261856
Good
Yes
Daily
Condo
2,295
1,187,907
35
Female
14,054
Married
null
PhD
null
null
Suburban
Premium
1
14
624
9
2019-09-25 15:21:39.173834
Average
Yes
Monthly
Apartment
799
1,187,908
42
Female
36,283
Divorced
1
High School
Employed
48.69
Urban
Basic
1
18
793
3
2021-04-05 15:21:39.286113
Average
No
Rarely
House
431
1,187,909
59
Male
46,814
Single
4
Bachelor's
null
20.492111
Rural
Comprehensive
null
10
592
2
2023-08-20 15:21:39.197445
Poor
No
Monthly
Condo
74
1,187,910
63
Male
18,796
Divorced
0
PhD
Employed
28.880941
Urban
Comprehensive
null
0
null
3
2021-12-30 15:21:39.105504
Average
No
Monthly
Condo
1,845
1,187,911
31
Female
25,067
Married
3
Bachelor's
null
19.428861
Urban
Premium
2
3
486
3
2024-02-14 15:21:39.207847
Poor
No
Rarely
Condo
243
1,187,912
37
Male
23,983
Married
3
Bachelor's
Unemployed
26.735741
Urban
Comprehensive
null
15
null
6
2023-03-16 15:21:39.108562
Average
No
Monthly
Condo
573
1,187,913
63
Male
17,091
Single
4
Master's
null
27.827543
Urban
Premium
null
0
null
6
2019-09-10 15:21:39.226954
null
Yes
Weekly
Condo
1,614
1,187,914
52
Male
9,155
Married
1
Bachelor's
null
40.122961
Rural
Comprehensive
0
0
773
6
2021-02-20 15:21:39.228521
Average
Yes
Weekly
Condo
2,877
1,187,915
63
Male
41,031
Divorced
3
Bachelor's
Unemployed
44.418529
Urban
Premium
2
6
441
3
2022-03-19 15:21:39.237118
Poor
No
Weekly
House
1,947
1,187,916
22
Female
61,840
Married
1
High School
Self-Employed
42.252996
Urban
Premium
2
8
634
7
2021-09-21 15:21:39.231531
Good
No
Weekly
Apartment
2,326
1,187,917
46
Male
1,133
Divorced
3
Bachelor's
null
18.094858
Urban
Premium
2
18
656
3
2024-04-19 15:21:39.134960
Good
Yes
Daily
House
1,204
1,187,918
21
Female
90,110
Single
null
Bachelor's
Employed
17.738896
Rural
Comprehensive
1
18
658
5
2020-12-21 15:21:39.080184
Poor
No
Monthly
Condo
381
1,187,919
36
Male
93,915
Married
2
Master's
null
14.835361
Urban
Basic
0
6
395
5
2021-08-18 15:21:39.132191
Poor
Yes
Rarely
Apartment
871
1,187,920
57
Female
142,438
Married
0
Master's
Unemployed
null
Suburban
Premium
1
15
522
1
2019-11-14 15:21:39.082499
Good
Yes
Monthly
House
2,051
1,187,921
38
Male
79,878
Single
0
Bachelor's
null
9.999081
Rural
Basic
0
10
549
1
2024-07-19 15:21:39.237118
null
No
Daily
House
101
1,187,922
19
Female
11,020
Divorced
4
Bachelor's
null
37.007661
Rural
Comprehensive
0
5
823
7
2021-08-10 15:21:39.134960
Average
Yes
Monthly
Apartment
590
1,187,923
23
Female
12,897
Single
3
PhD
Self-Employed
16.646599
Rural
Premium
1
15
707
3
2022-05-04 15:21:39.132191
Average
No
Monthly
Condo
922
1,187,924
48
Female
27,190
Single
1
Master's
Self-Employed
25.823965
Rural
Basic
1
3
566
1
2024-07-11 15:21:39.113566
Poor
Yes
Daily
House
1,375
1,187,925
50
Male
23,863
Married
null
PhD
Self-Employed
5.009895
Rural
Comprehensive
null
5
827
1
2022-03-18 15:21:39.289099
null
No
Weekly
Condo
172
1,187,926
25
Male
24,986
Single
2
Master's
Employed
24.824093
Suburban
Comprehensive
1
17
null
4
2021-08-11 15:21:39.174719
Good
Yes
Rarely
House
49
1,187,927
18
Female
6,991
Divorced
0
PhD
Employed
35.281236
Urban
Basic
null
10
324
5
2021-11-04 15:21:39.095696
Good
No
Weekly
Condo
1,162
1,187,928
52
Male
18,636
Single
4
Bachelor's
Employed
43.898431
Urban
Premium
3
9
null
5
2021-12-26 15:21:39.132191
Average
Yes
Daily
House
1,239
1,187,929
18
Male
28,650
Single
4
PhD
Self-Employed
13.869057
Suburban
Premium
0
2
null
1
2020-12-02 15:21:39.182597
Average
No
Daily
Apartment
704
1,187,930
56
Male
3,833
Single
0
PhD
null
null
Rural
Premium
2
6
703
8
2020-12-15 15:21:39.194829
Average
No
Rarely
Condo
1,267
1,187,931
37
Male
865
Single
4
PhD
Unemployed
43.857134
Suburban
Basic
null
0
628
9
2020-10-10 15:21:39.228521
null
Yes
Rarely
Condo
2,266
1,187,932
32
Female
4,071
Single
3
Master's
null
16.098827
Suburban
Basic
null
5
456
2
2021-06-07 15:21:39.130190
Average
Yes
Daily
House
2,731
1,187,933
34
Male
11,450
Married
0
Bachelor's
Employed
24.907953
Rural
Premium
1
13
554
2
2024-03-13 15:21:39.173834
Good
No
Rarely
Apartment
274
1,187,934
40
Male
12,096
Married
3
PhD
Unemployed
22.474466
Urban
Comprehensive
null
13
735
6
2022-06-01 15:21:39.188220
Average
Yes
Daily
Condo
1,556
1,187,935
23
Female
6,939
Divorced
3
High School
Self-Employed
50.66395
Rural
Premium
1
11
602
4
2021-07-17 15:21:39.181605
Poor
Yes
Rarely
Condo
2,077
1,187,936
54
Male
7,086
Single
0
Master's
Unemployed
41.903222
Urban
Comprehensive
1
12
522
3
2023-02-17 15:21:39.134960
Poor
No
Daily
House
705
1,187,937
22
Male
43,732
Divorced
4
PhD
Self-Employed
25.938353
Rural
Basic
null
18
485
4
2020-06-02 15:21:39.172097
Good
Yes
Weekly
Condo
647
1,187,938
49
Male
119,794
Divorced
0
PhD
Unemployed
7.893397
Rural
Comprehensive
3
18
528
3
2023-08-12 15:21:39.219432
Average
No
Monthly
Condo
74
1,187,939
46
Male
6,641
Married
0
High School
null
12.919106
Suburban
Comprehensive
0
18
null
6
2019-11-12 15:21:39.273973
Poor
No
Weekly
House
1,318
1,187,940
45
Female
61,906
Married
2
Master's
Self-Employed
20.981048
Urban
Premium
0
0
453
4
2019-09-06 15:21:39.155231
Good
No
Daily
Apartment
803
1,187,941
36
Male
1,595
Single
0
PhD
Unemployed
26.935206
Urban
Comprehensive
null
18
473
9
2020-11-14 15:21:39.174719
Good
Yes
Rarely
Apartment
536
1,187,942
59
Female
135,933
Divorced
0
Master's
Self-Employed
48.293488
Suburban
Comprehensive
2
19
336
7
2020-09-14 15:21:39.097737
Average
Yes
Monthly
Apartment
509
1,187,943
18
Male
61,905
Married
4
High School
Employed
17.274748
Suburban
Premium
1
19
516
5
2023-03-29 15:21:39.198406
Poor
No
Rarely
Apartment
33
1,187,944
59
Male
88,838
Single
0
Master's
Unemployed
null
Rural
Basic
0
13
null
4
2024-01-02 15:21:39.244069
Poor
No
Rarely
Apartment
119
1,187,945
18
Female
15,641
Married
3
High School
Self-Employed
37.175516
Rural
Comprehensive
null
2
694
7
2021-10-16 15:21:39.237118
Average
No
Daily
Condo
1,722
1,187,946
58
Male
82,138
Divorced
4
Bachelor's
null
37.868103
Rural
Comprehensive
null
9
327
9
2023-03-27 15:21:39.221386
null
Yes
Rarely
House
1,260
1,187,947
22
Male
1,064
Married
2
Bachelor's
Unemployed
34.594834
Suburban
Basic
0
10
698
3
2019-11-25 15:21:39.194829
Average
No
Weekly
House
468
1,187,948
50
Female
60,038
Single
3
PhD
Employed
33.696982
Suburban
Basic
null
10
572
1
2020-09-21 15:21:39.271453
null
Yes
Monthly
House
2,046
1,187,949
43
Female
38,323
Divorced
1
Master's
Employed
44.019817
Rural
Premium
0
9
524
1
2023-12-14 15:21:39.282785
Good
No
Weekly
Condo
2,359
1,187,950
63
Female
142,080
Divorced
3
Bachelor's
Unemployed
25.382236
Suburban
Basic
2
4
null
3
2021-06-22 15:21:39.189223
Poor
No
Rarely
House
3,031
1,187,951
35
Female
18,171
Divorced
4
Master's
null
null
Rural
Premium
0
9
584
3
2023-08-24 15:21:39.079128
Average
No
Daily
Apartment
3,730
1,187,952
50
Female
39,715
Married
2
Master's
Self-Employed
41.264948
Rural
Premium
2
8
647
9
2021-01-31 15:21:39.285112
Good
Yes
Daily
Apartment
1,107
1,187,953
45
Female
11,997
Divorced
null
PhD
Self-Employed
15.939686
Suburban
Basic
0
17
796
4
2021-11-19 15:21:39.208842
Good
Yes
Monthly
Apartment
757
1,187,954
48
Female
6,876
Divorced
1
PhD
Self-Employed
12.473858
Rural
Premium
0
10
462
1
2019-08-18 15:21:39.155231
Average
No
Daily
House
2,391
1,187,955
48
Male
5,524
Divorced
1
Master's
Self-Employed
7.934175
Urban
Comprehensive
1
3
442
2
2020-07-22 15:21:39.182597
Good
No
Daily
House
486
1,187,956
47
Male
788
Divorced
2
Bachelor's
Self-Employed
48.268131
Suburban
Basic
3
1
null
3
2023-07-19 15:21:39.145732
Average
Yes
Monthly
House
1,466
1,187,957
20
Female
134,773
Married
2
PhD
Unemployed
32.686078
Suburban
Basic
1
3
632
5
2023-08-20 15:21:39.106582
Poor
No
Monthly
Apartment
286
1,187,958
31
Female
33,013
Single
1
Bachelor's
Self-Employed
14.764367
Suburban
Basic
null
15
null
8
2022-02-22 15:21:39.281787
Good
Yes
Weekly
House
1,325
1,187,959
49
Female
17
Divorced
1
Bachelor's
Employed
15.564373
Rural
Basic
1
8
482
4
2020-07-20 15:21:39.229482
Good
No
Weekly
House
1,094
1,187,960
61
Male
24,072
Married
1
PhD
Unemployed
18.735757
Rural
Basic
2
18
null
8
2023-01-06 15:21:39.175719
Good
Yes
Monthly
Apartment
462
1,187,961
27
Male
12,981
Married
1
Master's
Unemployed
41.381879
Urban
Comprehensive
0
7
659
8
2020-01-11 15:21:39.087123
Poor
No
Monthly
Condo
1,334
1,187,962
62
Male
15,280
Single
2
Bachelor's
null
21.594968
Urban
Comprehensive
0
9
718
2
2021-09-24 15:21:39.254678
Poor
No
Weekly
Apartment
712
1,187,963
33
Male
null
Married
0
Master's
Employed
3.454855
Urban
Comprehensive
2
9
742
4
2024-08-04 15:21:39.092127
Average
No
Weekly
Apartment
268
1,187,964
47
Female
44,295
Divorced
3
Bachelor's
Employed
20.173793
Rural
Premium
null
10
771
4
2019-11-05 15:21:39.180553
Poor
Yes
Weekly
Condo
1,039
1,187,965
29
Female
24,189
Divorced
null
Bachelor's
Unemployed
34.087305
Rural
Premium
1
13
572
8
2023-02-10 15:21:39.155231
Good
Yes
Weekly
Condo
1,214
1,187,966
30
Female
1,815
Divorced
3
PhD
Unemployed
26.673899
Suburban
Basic
1
11
568
9
2020-02-26 15:21:39.188220
Good
No
Rarely
Condo
1,911
1,187,967
58
Female
5,976
Married
0
PhD
Self-Employed
42.682574
Urban
Premium
0
6
652
8
2024-07-28 15:21:39.225916
null
No
Daily
House
1,474
1,187,968
59
Male
129,290
Married
3
Bachelor's
Self-Employed
27.492989
Urban
Comprehensive
null
4
796
4
2023-01-22 15:21:39.155231
Average
Yes
Daily
House
331
1,187,969
52
Male
119,916
Single
2
Bachelor's
Self-Employed
48.086182
Suburban
Premium
3
15
406
2
2020-05-21 15:21:39.134960
Good
Yes
Rarely
Condo
2,770
1,187,970
23
Female
6,971
Single
2
Bachelor's
null
28.750012
Rural
Comprehensive
null
3
786
9
2020-03-21 15:21:39.134960
Average
No
Daily
Condo
1,252
1,187,971
30
Male
1,486
null
1
Bachelor's
Self-Employed
14.275718
Urban
Comprehensive
0
11
682
7
2022-09-21 15:21:39.261856
Good
No
Weekly
Apartment
1,842
1,187,972
36
Male
4,534
Married
0
High School
Self-Employed
9.471641
Urban
Premium
0
5
484
6
2020-01-26 15:21:39.090124
Good
Yes
Daily
Apartment
592
1,187,973
null
Female
27,048
Married
3
Bachelor's
Employed
8.955205
Rural
Comprehensive
0
18
484
5
2020-09-14 15:21:39.274993
null
No
Daily
Apartment
486
1,187,974
20
Male
25,166
Divorced
1
PhD
null
24.78255
Urban
Premium
0
8
null
7
2022-10-28 15:21:39.134960
Average
No
Weekly
Apartment
638
1,187,975
42
Male
57,582
Married
2
Bachelor's
Unemployed
40.557908
Rural
Comprehensive
null
1
337
1
2022-07-28 15:21:39.134960
Poor
Yes
Weekly
Condo
2,122
1,187,976
47
Male
6,907
Single
null
PhD
Self-Employed
34.835904
Rural
Basic
1
18
644
8
2022-02-20 15:21:39.085129
Poor
Yes
Weekly
House
1,670
1,187,977
47
Female
804
Single
1
Bachelor's
Self-Employed
31.883948
Urban
Comprehensive
0
0
517
6
2021-01-18 15:21:39.084065
Poor
No
Weekly
Apartment
1,859
1,187,978
47
Female
101,914
Divorced
1
Master's
Employed
31.947292
Urban
Basic
0
11
442
6
2020-02-22 15:21:39.134960
Average
No
Rarely
Apartment
803
1,187,979
37
Female
2,633
Divorced
3
Bachelor's
Self-Employed
null
Rural
Basic
1
5
null
3
2023-05-04 15:21:39.237118
Poor
Yes
Monthly
House
1,076
1,187,980
54
Female
3,424
Married
3
PhD
null
35.672656
Rural
Premium
1
2
567
7
2023-05-29 15:21:39.177724
Average
No
Daily
Apartment
2,105
1,187,981
43
Male
23,006
Single
3
Bachelor's
null
21.003931
Urban
Premium
0
10
808
3
2021-02-24 15:21:39.276901
Average
Yes
Rarely
House
573
1,187,982
31
Male
36,853
Single
2
PhD
Employed
51.081022
Suburban
Premium
2
4
493
8
2023-09-30 15:21:39.133866
Average
No
Weekly
Condo
1,653
1,187,983
39
Female
6,524
Divorced
4
PhD
Self-Employed
4.664539
Urban
Comprehensive
null
18
642
4
2019-10-17 15:21:39.191219
Good
No
Rarely
Apartment
3,132
1,187,984
33
Male
45,426
Divorced
3
High School
null
45.497652
Suburban
Basic
0
15
731
3
2021-11-30 15:21:39.274993
Average
No
Monthly
House
2,767
1,187,985
64
Male
25,791
null
0
PhD
Self-Employed
35.671035
Suburban
Comprehensive
1
12
617
2
2024-01-22 15:21:39.218388
Average
Yes
Monthly
House
785
1,187,986
23
Female
15,366
null
3
High School
Self-Employed
45.030736
Urban
Premium
0
1
null
9
2023-05-08 15:21:39.281787
Average
Yes
Weekly
Condo
1,552
1,187,987
45
Male
23,280
Married
1
PhD
Self-Employed
9.48756
Rural
Comprehensive
null
14
742
3
2023-04-27 15:21:39.114118
Poor
Yes
Rarely
Apartment
534
1,187,988
24
Male
17,079
Married
0
High School
null
39.539441
Rural
Comprehensive
null
3
775
1
2020-08-13 15:21:39.257696
Good
No
Monthly
Condo
394
1,187,989
18
Female
78,800
Single
4
Bachelor's
Unemployed
9.84701
Suburban
Comprehensive
0
13
392
5
2022-01-26 15:21:39.134960
Good
Yes
Weekly
House
892
1,187,990
39
Male
42,181
Single
2
High School
null
16.326849
Urban
Comprehensive
1
0
null
7
2023-09-15 15:21:39.193945
null
Yes
Monthly
Condo
1,101
1,187,991
36
Male
10,048
Single
1
High School
null
8.444769
Rural
Basic
0
16
615
7
2023-02-10 15:21:39.251142
Average
No
Monthly
Condo
716
1,187,992
42
Male
28,193
Divorced
4
Bachelor's
Unemployed
46.443078
Suburban
Comprehensive
1
0
330
1
2020-10-22 15:21:39.261856
Poor
Yes
Monthly
House
683
1,187,993
63
Male
1,804
Divorced
4
Master's
null
49.597619
Urban
Basic
1
15
571
9
2021-10-20 15:21:39.155231
Poor
No
Weekly
Condo
3,525
1,187,994
29
Male
24,249
Divorced
3
PhD
Employed
45.314414
Rural
Comprehensive
0
2
481
2
2020-02-07 15:21:39.155231
Poor
Yes
Weekly
Apartment
937
1,187,995
47
Male
516
Married
4
Bachelor's
Self-Employed
25.932509
Suburban
Comprehensive
0
13
738
2
2023-09-16 15:21:39.224915
Poor
No
Monthly
Condo
431
1,187,996
51
Male
20,287
Married
1
High School
null
38.543203
Suburban
Basic
null
16
447
6
2024-05-26 15:21:39.237118
Average
No
Weekly
Apartment
2,489
1,187,997
53
Male
16,259
Married
null
PhD
Self-Employed
22.705376
Rural
Premium
3
16
535
6
2023-10-09 15:21:39.152732
Average
No
Daily
House
1,896
1,187,998
59
Female
52,354
Married
4
High School
Employed
null
Rural
Comprehensive
null
19
395
1
2019-12-25 15:21:39.087123
Average
Yes
Rarely
Apartment
1,113
1,187,999
46
Female
4,514
Single
0
Master's
Self-Employed
26.897386
Rural
Premium
0
1
837
1
2021-06-17 15:21:39.257696
Average
No
Daily
House
1,851