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
1,161,900
48
Female
114,148
Single
3
Master's
Employed
13.856299
Suburban
Comprehensive
0
14
394
3
2023-08-05 15:21:39.221386
Good
No
Rarely
House
795
1,161,901
60
Female
43,783
Divorced
3
Master's
Self-Employed
24.914305
Suburban
Premium
0
19
584
5
2021-12-10 15:21:39.155231
Poor
Yes
Monthly
House
468
1,161,902
26
Female
25,776
Single
null
Master's
null
10.057611
Rural
Comprehensive
1
18
585
6
2020-12-17 15:21:39.134960
Poor
No
Weekly
House
907
1,161,903
48
Female
17,853
Single
0
Master's
Self-Employed
14.792258
Urban
Basic
0
5
786
5
2019-08-29 15:21:39.174719
Good
No
Rarely
Condo
88
1,161,904
33
Male
29,340
Divorced
0
Bachelor's
Employed
35.690943
Rural
Premium
null
10
626
6
2021-02-14 15:21:39.134960
Poor
No
Daily
Condo
933
1,161,905
52
Male
39,069
Single
2
High School
Unemployed
14.722684
Rural
Premium
2
15
812
5
2021-03-28 15:21:39.265513
Poor
Yes
Daily
Apartment
981
1,161,906
59
Female
58,719
Single
4
Bachelor's
null
44.968836
Suburban
Basic
2
8
689
3
2022-09-29 15:21:39.105504
null
Yes
Weekly
Condo
3,126
1,161,907
53
Male
39,766
null
2
Master's
Employed
13.858586
Rural
Comprehensive
null
13
635
7
2020-02-06 15:21:39.226954
Poor
No
Weekly
Condo
1,340
1,161,908
20
Male
14,525
Married
2
Bachelor's
null
48.518511
Rural
Premium
1
16
843
9
2024-04-08 15:21:39.147735
Poor
Yes
Rarely
House
659
1,161,909
61
Female
35,316
Divorced
4
Bachelor's
Unemployed
49.912369
Rural
Premium
null
10
590
3
2020-05-24 15:21:39.155231
Average
No
Daily
House
595
1,161,910
25
Female
12,892
Single
3
Bachelor's
Unemployed
31.914194
Urban
Premium
0
2
762
6
2020-10-25 15:21:39.253660
Poor
Yes
Monthly
Apartment
1,646
1,161,911
35
Female
17,076
Single
4
Bachelor's
Self-Employed
19.991567
Urban
Comprehensive
0
16
682
2
2023-03-02 15:21:39.092127
Poor
No
Monthly
Apartment
442
1,161,912
61
Male
29,892
Married
1
Master's
Self-Employed
10.178914
Rural
Premium
null
18
589
4
2020-05-27 15:21:39.081504
Good
No
Rarely
Condo
1,514
1,161,913
53
Female
17,962
Divorced
0
High School
null
26.638184
Suburban
Basic
null
7
null
5
2020-11-23 15:21:39.233998
Good
Yes
Daily
House
1,046
1,161,914
37
Female
17,076
Single
4
High School
Unemployed
34.12401
Suburban
Basic
2
16
null
8
2021-04-23 15:21:39.168099
Average
Yes
Monthly
Condo
1,698
1,161,915
30
Female
2,371
Married
1
PhD
Self-Employed
18.407261
Rural
Premium
1
8
751
5
2023-09-02 15:21:39.228521
Poor
Yes
Rarely
Condo
50
1,161,916
48
Female
2,989
Divorced
1
High School
Unemployed
24.052221
Urban
Comprehensive
1
2
553
5
2021-09-08 15:21:39.155231
Good
Yes
Weekly
House
1,872
1,161,917
60
Male
1,027
Married
4
High School
Unemployed
null
Suburban
Basic
1
4
538
8
2023-11-27 15:21:39.132191
Poor
Yes
Rarely
Apartment
563
1,161,918
44
Male
null
Divorced
1
Master's
Unemployed
30.382921
Urban
Basic
null
15
315
3
2021-06-18 15:21:39.170099
Good
Yes
Rarely
Condo
722
1,161,919
64
Female
33,307
Single
0
High School
null
32.572339
Rural
Premium
null
0
639
3
2022-11-27 15:21:39.134960
Poor
No
Rarely
Condo
1,762
1,161,920
52
Male
null
Married
2
High School
Employed
50.08714
Suburban
Premium
null
1
503
1
2023-05-27 15:21:39.194829
null
Yes
Monthly
Apartment
336
1,161,921
54
Male
10,881
Married
3
High School
Self-Employed
24.879213
Urban
Premium
1
0
798
5
2022-10-26 15:21:39.194829
Average
Yes
Rarely
House
1,032
1,161,922
35
Female
37,000
Divorced
4
PhD
Self-Employed
39.39453
Urban
Basic
2
18
569
7
2024-08-07 15:21:39.208842
Poor
Yes
Daily
Condo
1,229
1,161,923
25
Female
23,981
Divorced
4
Bachelor's
Self-Employed
22.791867
Suburban
Basic
2
11
null
5
2023-01-12 15:21:39.211806
Good
Yes
Rarely
House
1,340
1,161,924
38
Male
72,897
Married
2
PhD
null
26.66807
Rural
Comprehensive
0
1
437
3
2020-02-25 15:21:39.155231
Average
Yes
Rarely
House
831
1,161,925
46
Female
43,817
Married
3
High School
Employed
5.793892
Urban
Comprehensive
null
5
587
1
2023-08-05 15:21:39.102694
Poor
Yes
Monthly
House
561
1,161,926
61
Male
2,762
Divorced
1
Bachelor's
Self-Employed
17.472465
Suburban
Premium
0
6
432
2
2022-01-21 15:21:39.166062
Good
No
Monthly
Condo
793
1,161,927
32
Male
17,096
Single
0
PhD
Employed
4.27373
Suburban
Basic
0
11
705
1
2022-04-02 15:21:39.237118
Good
No
Weekly
Condo
1,032
1,161,928
47
Female
6,894
Divorced
4
Bachelor's
null
22.243525
Urban
Comprehensive
0
4
813
2
2019-09-08 15:21:39.134960
Poor
Yes
Weekly
Apartment
817
1,161,929
57
Male
145,969
Divorced
0
Master's
null
33.162572
Urban
Comprehensive
1
12
803
9
2024-03-16 15:21:39.196387
Good
No
Rarely
House
78
1,161,930
58
Female
45,721
Married
null
Bachelor's
Unemployed
25.523907
Suburban
Basic
0
0
674
1
2021-01-09 15:21:39.134960
Good
No
Rarely
Apartment
457
1,161,931
27
Female
4,580
Divorced
null
High School
Unemployed
null
Suburban
Comprehensive
0
19
453
9
2022-12-31 15:21:39.273973
Good
No
Weekly
Condo
1,138
1,161,932
44
Male
40,991
Single
4
PhD
null
24.926247
Urban
Comprehensive
null
1
null
8
2021-06-27 15:21:39.253660
Good
No
Weekly
House
1,181
1,161,933
42
Female
28,215
Married
0
PhD
Unemployed
9.263926
Suburban
Basic
2
15
709
7
2020-04-12 15:21:39.092127
Poor
Yes
Monthly
Condo
1,085
1,161,934
34
Female
14,091
Single
4
Master's
Self-Employed
5.837621
Suburban
Premium
null
18
569
2
2022-10-01 15:21:39.221386
Average
No
Daily
House
930
1,161,935
53
Male
13,863
null
4
Master's
null
13.091936
Rural
Basic
1
15
null
4
2020-08-21 15:21:39.228521
Poor
Yes
Rarely
House
1,718
1,161,936
21
Male
20,963
Married
2
Master's
null
null
Suburban
Comprehensive
0
12
785
8
2021-04-24 15:21:39.146733
Average
No
Monthly
Apartment
3,136
1,161,937
29
Male
38,700
Married
3
High School
Employed
19.777971
Urban
Comprehensive
null
17
656
1
2023-11-21 15:21:39.100695
null
Yes
Weekly
Condo
2,077
1,161,938
42
Female
45,897
Married
0
Bachelor's
Self-Employed
36.414323
Suburban
Premium
null
13
null
9
2024-05-21 15:21:39.114118
Poor
Yes
Rarely
Condo
604
1,161,939
55
Female
24,962
Divorced
4
Master's
Employed
7.9419
Urban
Comprehensive
null
8
313
4
2024-05-22 15:21:39.200452
Poor
Yes
Daily
House
668
1,161,940
27
Male
27,982
Divorced
3
Bachelor's
Employed
39.06573
Rural
Comprehensive
1
4
758
2
2024-06-13 15:21:39.121169
Poor
Yes
Monthly
Apartment
1,602
1,161,941
55
Female
30,098
Married
0
Master's
null
30.922102
Urban
Comprehensive
null
17
null
1
2020-04-12 15:21:39.134960
Average
Yes
Rarely
House
1,569
1,161,942
37
Female
null
Divorced
3
Master's
Employed
39.834302
Urban
Basic
2
18
319
2
2022-08-19 15:21:39.167099
Average
No
Rarely
House
542
1,161,943
58
Male
39,062
Divorced
1
PhD
null
31.351367
Urban
Premium
1
4
563
7
2020-11-07 15:21:39.171102
Poor
Yes
Rarely
Condo
928
1,161,944
51
Male
121,241
Divorced
3
PhD
Unemployed
12.9259
Urban
Basic
3
16
391
8
2021-06-05 15:21:39.108562
Good
Yes
Daily
House
801
1,161,945
57
Male
56,531
Married
1
PhD
null
30.769035
Suburban
Premium
0
14
565
5
2024-08-15 15:21:39.217387
Poor
No
Weekly
Apartment
111
1,161,946
36
Female
8,497
Divorced
0
High School
null
29.665594
Rural
Premium
null
3
751
5
2022-02-20 15:21:39.155231
Average
No
Daily
Condo
855
1,161,947
55
Male
65,839
Single
2
High School
Self-Employed
38.123855
Rural
Comprehensive
1
9
313
1
2022-06-20 15:21:39.237118
Average
Yes
Weekly
House
1,159
1,161,948
61
Female
65,882
Single
null
Bachelor's
Self-Employed
14.730627
Suburban
Comprehensive
1
9
771
8
2023-06-03 15:21:39.246098
Poor
No
Monthly
Apartment
365
1,161,949
55
Male
17,607
Single
null
Master's
null
43.28584
Urban
Basic
1
1
545
1
2021-12-24 15:21:39.186212
Good
No
Monthly
Apartment
668
1,161,950
62
Female
71,025
Married
1
Master's
Self-Employed
45.054954
Urban
Basic
0
0
658
2
2020-06-04 15:21:39.149731
Good
Yes
Rarely
Condo
297
1,161,951
57
Female
11,119
Married
2
High School
Employed
16.161942
Rural
Basic
0
4
614
2
2020-09-26 15:21:39.204000
Average
No
Daily
Apartment
561
1,161,952
29
Male
1,957
Single
4
PhD
Unemployed
11.441828
Suburban
Premium
0
14
821
1
2021-11-13 15:21:39.134960
Good
Yes
Weekly
Condo
363
1,161,953
46
Female
66,914
Divorced
2
High School
Self-Employed
19.883486
Urban
Premium
2
16
548
3
2021-11-30 15:21:39.245086
Poor
Yes
Monthly
Apartment
3,218
1,161,954
23
Male
18,788
Single
null
Bachelor's
Unemployed
18.956752
Suburban
Comprehensive
null
11
341
2
2024-08-14 15:21:39.087123
Poor
Yes
Monthly
House
3,407
1,161,955
22
Female
6,042
Married
3
Bachelor's
null
17.926493
Urban
Basic
0
7
591
4
2023-07-25 15:21:39.133866
Good
No
Weekly
Apartment
3,734
1,161,956
62
Female
61,186
Single
1
High School
Unemployed
41.492718
Urban
Basic
0
18
316
6
2023-11-08 15:21:39.192212
Good
No
Weekly
Apartment
893
1,161,957
25
Female
46,212
Married
2
Master's
Self-Employed
18.259776
Urban
Basic
3
16
669
4
2022-03-10 15:21:39.096739
Poor
Yes
Monthly
Apartment
463
1,161,958
58
Female
83,034
Single
3
Bachelor's
null
11.204424
Suburban
Comprehensive
0
19
812
1
2020-10-05 15:21:39.206847
Good
No
Rarely
House
190
1,161,959
27
Male
20,945
Divorced
4
Bachelor's
null
29.293713
Suburban
Basic
1
0
671
8
2020-01-26 15:21:39.149731
Good
No
Rarely
House
810
1,161,960
49
Female
19,252
Divorced
2
Master's
null
46.895788
Urban
Comprehensive
null
7
446
4
2020-04-06 15:21:39.202448
Poor
No
Rarely
Apartment
1,395
1,161,961
18
Female
307
Divorced
1
Bachelor's
null
24.619093
Rural
Comprehensive
0
9
444
8
2020-11-20 15:21:39.202448
Poor
Yes
Monthly
Apartment
307
1,161,962
51
Female
44,613
Divorced
4
Master's
Self-Employed
24.595331
Suburban
Premium
0
14
null
8
2023-03-27 15:21:39.100695
Good
No
Monthly
House
468
1,161,963
59
Female
20,687
Married
4
PhD
Unemployed
29.657757
Urban
Basic
null
15
538
3
2024-03-24 15:21:39.237118
Good
No
Monthly
Condo
442
1,161,964
56
Female
null
Single
2
High School
Employed
32.878488
Urban
Premium
null
8
571
2
2023-03-18 15:21:39.155231
null
No
Rarely
Condo
2,207
1,161,965
42
Female
18,380
Married
4
PhD
Self-Employed
26.837833
Rural
Basic
null
5
833
6
2024-07-10 15:21:39.081504
Good
No
Weekly
Condo
1,629
1,161,966
18
Female
25,720
Divorced
2
PhD
Unemployed
41.666702
Rural
Premium
1
13
793
8
2023-10-11 15:21:39.186212
Good
Yes
Weekly
Condo
944
1,161,967
37
Female
null
Divorced
4
PhD
null
32.858019
Urban
Basic
0
15
568
4
2024-02-26 15:21:39.092127
Good
No
Monthly
House
367
1,161,968
39
Male
17,096
Married
3
Master's
null
7.935182
Suburban
Comprehensive
1
7
707
2
2023-10-23 15:21:39.289099
Average
No
Rarely
Apartment
942
1,161,969
21
Female
null
Single
1
High School
Unemployed
36.876365
Rural
Basic
0
3
487
5
2021-01-18 15:21:39.151732
null
Yes
Rarely
House
2,749
1,161,970
25
Male
15,673
Divorced
2
High School
Self-Employed
29.839653
Urban
Premium
1
18
682
8
2020-10-08 15:21:39.134960
Poor
Yes
Monthly
Apartment
841
1,161,971
45
Male
128,530
Divorced
3
High School
Employed
14.690953
Urban
Premium
1
17
394
7
2022-10-03 15:21:39.279729
Good
No
Daily
House
1,758
1,161,972
45
Male
99,246
Married
1
High School
null
26.097458
Rural
Comprehensive
3
2
563
4
2024-05-22 15:21:39.271453
Poor
No
Weekly
House
2,079
1,161,973
53
Female
129,929
Divorced
0
Master's
Unemployed
28.780528
Urban
Basic
null
13
702
2
2022-10-02 15:21:39.129190
Poor
No
Monthly
Condo
358
1,161,974
26
Female
9,992
Married
1
PhD
Unemployed
7.047676
Suburban
Basic
1
4
757
5
2020-09-11 15:21:39.289099
Good
No
Monthly
House
2,141
1,161,975
53
Male
16,939
Single
0
Bachelor's
null
29.530836
Urban
Comprehensive
0
15
798
1
2020-09-10 15:21:39.090124
Poor
No
Rarely
Condo
410
1,161,976
45
Male
5,731
Single
null
PhD
Employed
25.764462
Suburban
Premium
null
18
793
2
2022-12-26 15:21:39.253660
Average
No
Daily
House
1,017
1,161,977
62
Male
67,742
Married
2
High School
Unemployed
24.583813
Urban
Comprehensive
2
10
313
6
2023-05-29 15:21:39.229482
Poor
No
Rarely
House
2,627
1,161,978
31
Male
1,441
Divorced
0
Bachelor's
null
27.425676
Rural
Premium
null
17
685
4
2020-01-21 15:21:39.146733
Average
Yes
Monthly
Condo
355
1,161,979
54
Female
15,696
Divorced
3
Bachelor's
Employed
33.634738
Urban
Premium
null
1
678
1
2024-03-02 15:21:39.134960
Good
No
Monthly
Apartment
2,526
1,161,980
21
Male
11,923
Single
4
High School
Self-Employed
18.554895
Urban
Comprehensive
null
14
796
4
2020-05-29 15:21:39.134960
Good
Yes
Monthly
House
878
1,161,981
23
Male
29,861
Single
3
PhD
Employed
4.958189
Urban
Comprehensive
1
14
684
7
2022-07-11 15:21:39.192212
Poor
No
Rarely
Apartment
1,042
1,161,982
52
Male
4,538
Married
4
PhD
Self-Employed
5.566296
Suburban
Premium
2
5
554
8
2023-11-02 15:21:39.134960
Poor
No
Monthly
House
487
1,161,983
42
Male
54,941
Divorced
0
Bachelor's
null
20.955892
Urban
Basic
0
18
null
5
2021-10-04 15:21:39.204790
Poor
Yes
Weekly
House
83
1,161,984
39
Female
14,892
Single
2
Master's
null
28.366666
Urban
Comprehensive
0
7
653
2
2022-11-25 15:21:39.151732
Average
Yes
Weekly
House
926
1,161,985
39
Male
3,740
Single
3
High School
Employed
13.72479
Urban
Comprehensive
null
12
461
2
2023-02-22 15:21:39.185215
Poor
Yes
Weekly
Condo
1,786
1,161,986
42
Male
59,098
Single
2
High School
null
43.382271
Urban
Basic
2
10
788
2
2024-08-08 15:21:39.283783
Average
No
Weekly
House
2,468
1,161,987
42
Female
null
Married
1
Master's
Unemployed
44.606741
Rural
Premium
1
10
328
8
2023-04-12 15:21:39.194829
Average
No
Monthly
Condo
497
1,161,988
36
Male
23,168
Single
2
Bachelor's
null
7.295439
Suburban
Comprehensive
0
12
572
5
2020-05-03 15:21:39.216387
Average
No
Daily
Condo
1,621
1,161,989
30
Male
40,608
Married
0
High School
Employed
17.887939
Urban
Basic
1
7
614
8
2023-12-01 15:21:39.261856
Average
No
Weekly
Condo
587
1,161,990
55
Female
1,589
Married
1
PhD
null
21.496777
Suburban
Basic
2
4
542
6
2020-05-31 15:21:39.079128
Good
Yes
Rarely
Condo
581
1,161,991
21
Male
382
Married
0
Master's
Self-Employed
18.27136
Rural
Basic
null
10
null
6
2020-11-10 15:21:39.092127
Good
No
Monthly
House
1,501
1,161,992
46
Female
4,518
Divorced
4
High School
null
34.128963
Urban
Premium
2
15
378
3
2021-05-19 15:21:39.237118
Average
No
Monthly
Condo
635
1,161,993
32
Female
107,700
Married
3
PhD
Unemployed
13.65235
Suburban
Basic
null
11
695
2
2021-10-19 15:21:39.283783
Average
Yes
Daily
House
212
1,161,994
56
Female
15,891
Divorced
1
Bachelor's
Self-Employed
14.693636
Suburban
Basic
1
17
373
6
2021-06-10 15:21:39.278402
Poor
No
Monthly
House
513
1,161,995
24
Male
null
Single
3
Bachelor's
Employed
17.67262
Rural
Premium
0
3
519
1
2020-08-01 15:21:39.151732
Good
No
Weekly
House
366
1,161,996
48
Female
68,401
Married
2
Master's
Employed
12.10896
Urban
Comprehensive
0
7
661
8
2022-10-26 15:21:39.177724
Average
No
Monthly
House
280
1,161,997
19
Female
44,984
Single
1
Master's
Unemployed
22.149325
Urban
Basic
1
0
822
5
2021-03-24 15:21:39.134960
Average
No
Daily
House
1,229
1,161,998
64
Male
2,892
Married
4
High School
null
51.072816
Suburban
Premium
1
15
584
3
2020-10-20 15:21:39.143708
Poor
No
Monthly
Apartment
678
1,161,999
48
Male
56,874
Married
null
PhD
Employed
38.80797
Rural
Basic
2
4
null
5
2023-02-06 15:21:39.176717
Poor
No
Monthly
Apartment
24