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
12,900
48
Female
6,698
Married
3
Bachelor's
null
35.966359
Rural
Basic
0
12
521
4
2023-10-01 15:21:39.132191
Good
Yes
Rarely
Condo
918
12,901
29
Female
1,523
Single
3
Master's
Self-Employed
14.166617
Urban
Basic
2
9
824
2
2021-02-13 15:21:39.134960
Good
Yes
Monthly
House
830
12,902
27
Female
915
Married
null
Bachelor's
null
28.881545
Rural
Premium
0
19
432
9
2023-08-06 15:21:39.151732
null
Yes
Weekly
Condo
639
12,903
53
Male
10,498
Single
1
Bachelor's
Unemployed
6.865145
Suburban
Premium
1
8
null
3
2021-09-08 15:21:39.188220
null
No
Weekly
Condo
418
12,904
56
Male
15,886
Divorced
0
High School
null
15.130108
Rural
Comprehensive
0
15
null
6
2023-06-22 15:21:39.272456
null
Yes
Daily
Apartment
2,101
12,905
18
Male
34,803
Married
0
PhD
Unemployed
25.078482
Urban
Basic
2
14
786
6
2020-09-12 15:21:39.134960
Good
Yes
Rarely
Condo
645
12,906
43
Male
597
Married
null
Bachelor's
Employed
22.481522
Urban
Comprehensive
2
12
591
2
2020-02-25 15:21:39.132191
Average
No
Weekly
House
1,399
12,907
26
Female
6,424
Divorced
0
Bachelor's
Self-Employed
50.945435
Suburban
Premium
null
11
403
7
2020-03-02 15:21:39.101733
Average
No
Daily
Apartment
1,128
12,908
23
Female
2,896
Married
1
PhD
null
37.93468
Urban
Comprehensive
2
13
745
5
2022-11-15 15:21:39.096739
Average
No
Monthly
Apartment
803
12,909
24
Male
45,921
Divorced
3
Bachelor's
Employed
18.162834
Rural
Basic
0
11
552
7
2021-09-22 15:21:39.155231
Poor
No
Daily
Apartment
643
12,910
27
Male
30,206
Married
4
Bachelor's
null
43.315419
Urban
Premium
null
13
602
4
2020-12-04 15:21:39.187211
Good
Yes
Rarely
Condo
847
12,911
45
Female
16,696
Married
0
Master's
null
10.859046
Suburban
Basic
null
8
571
5
2021-06-19 15:21:39.192212
Poor
No
Daily
Apartment
1,377
12,912
62
Male
9,982
Divorced
3
High School
null
18.738271
Urban
Basic
null
0
null
9
2022-05-15 15:21:39.145732
Average
Yes
Daily
Apartment
799
12,913
21
Male
45,101
Married
3
PhD
Self-Employed
36.385261
Urban
Comprehensive
null
8
null
7
2021-03-19 15:21:39.155231
null
No
Monthly
Apartment
1,671
12,914
29
Male
63,429
Single
3
High School
Unemployed
16.557097
Urban
Comprehensive
null
4
426
4
2019-10-18 15:21:39.098696
Poor
Yes
Rarely
Apartment
2,911
12,915
20
Female
1,788
Married
1
Bachelor's
Unemployed
25.849298
Urban
Basic
2
8
562
9
2021-10-29 15:21:39.094752
Average
Yes
Rarely
Condo
2,313
12,916
61
Female
null
Divorced
1
Bachelor's
null
13.777786
Suburban
Comprehensive
2
17
335
5
2020-12-30 15:21:39.253660
null
Yes
Monthly
House
2,367
12,917
33
Male
90,837
Single
3
Master's
Unemployed
50.826238
Urban
Premium
0
4
null
1
2022-04-13 15:21:39.257696
Poor
Yes
Daily
Apartment
2,727
12,918
33
Female
989
Married
0
Master's
Unemployed
22.858812
Urban
Basic
null
0
679
7
2020-11-25 15:21:39.124659
Good
Yes
Rarely
Condo
372
12,919
58
Female
124,714
Single
4
Master's
Self-Employed
21.419957
Urban
Basic
null
17
731
3
2021-04-25 15:21:39.134960
Good
No
Rarely
House
74
12,920
28
Female
45,901
Married
null
Master's
Unemployed
31.58483
Rural
Premium
null
6
556
7
2020-02-23 15:21:39.285112
null
Yes
Monthly
Apartment
826
12,921
25
Female
81,688
Married
2
Master's
Employed
13.539192
Urban
Basic
2
9
740
8
2023-10-31 15:21:39.276901
Good
No
Rarely
Apartment
220
12,922
48
Male
25,444
null
3
Bachelor's
Employed
18.790016
Suburban
Basic
5
18
586
9
2024-05-10 15:21:39.134960
Good
No
Monthly
Apartment
715
12,923
51
Female
53,800
Married
0
Master's
Unemployed
33.959507
Suburban
Premium
null
2
771
5
2022-11-08 15:21:39.134960
Poor
Yes
Daily
Apartment
391
12,924
26
Male
34,686
Divorced
4
PhD
null
44.376024
Urban
Comprehensive
2
9
493
3
2020-08-10 15:21:39.134960
Good
Yes
Monthly
Apartment
1,982
12,925
37
Female
49,800
Single
0
High School
Unemployed
15.927302
Urban
Comprehensive
1
11
304
5
2021-11-25 15:21:39.098696
Poor
No
Daily
Condo
577
12,926
36
Female
15,363
Single
1
PhD
null
32.86725
Suburban
Premium
null
18
481
8
2023-12-15 15:21:39.188220
null
Yes
Monthly
House
668
12,927
62
Male
25,897
Divorced
3
PhD
Employed
21.782875
Rural
Premium
null
9
472
7
2021-08-28 15:21:39.188220
Good
Yes
Rarely
Apartment
488
12,928
37
Female
15,597
Divorced
0
Master's
Unemployed
7.353812
Rural
Premium
null
7
529
1
2022-11-02 15:21:39.145732
Good
No
Monthly
House
2,596
12,929
63
Female
30,333
Single
2
PhD
Self-Employed
15.327438
Urban
Premium
null
18
null
7
2020-06-30 15:21:39.247098
Average
No
Daily
Condo
483
12,930
62
Male
116,436
Divorced
3
PhD
Self-Employed
38.243872
Urban
Basic
2
18
733
6
2022-03-06 15:21:39.122134
null
No
Daily
Apartment
988
12,931
47
Male
42,917
Divorced
3
High School
Self-Employed
21.783779
Suburban
Comprehensive
1
10
487
9
2021-05-14 15:21:39.200452
Average
No
Monthly
Condo
284
12,932
33
Female
25,199
Married
1
Bachelor's
null
17.868208
Urban
Premium
2
18
null
7
2021-12-09 15:21:39.122134
null
No
Monthly
Condo
1,889
12,933
57
Male
58,844
Divorced
1
Bachelor's
Unemployed
null
Urban
Basic
3
18
382
3
2021-01-03 15:21:39.253660
Poor
Yes
Daily
Condo
759
12,934
32
Male
28,983
Married
0
Bachelor's
null
29.590116
Suburban
Premium
0
17
746
4
2023-01-12 15:21:39.155231
Good
Yes
Daily
House
1,575
12,935
58
Male
815
Divorced
null
Bachelor's
null
30.987944
Suburban
Premium
2
11
447
7
2023-07-25 15:21:39.190215
Poor
Yes
Monthly
Apartment
476
12,936
21
Male
10,213
Married
4
Bachelor's
Unemployed
6.979242
Suburban
Premium
0
6
837
8
2023-04-18 15:21:39.236064
Poor
No
Monthly
House
328
12,937
50
Female
4,962
Married
2
PhD
Employed
13.744799
Suburban
Comprehensive
2
6
848
8
2020-06-29 15:21:39.134960
null
No
Monthly
Condo
562
12,938
30
Female
23,347
Single
2
Bachelor's
Self-Employed
50.163073
Suburban
Comprehensive
1
12
514
7
2023-08-28 15:21:39.097737
Average
No
Rarely
Condo
1,326
12,939
63
Male
6,971
Single
0
Bachelor's
Self-Employed
24.366919
Suburban
Comprehensive
1
9
479
9
2021-11-28 15:21:39.155231
Average
No
Daily
House
1,482
12,940
45
Male
18,013
Single
2
Bachelor's
Unemployed
25.865345
Suburban
Premium
0
15
802
8
2022-06-22 15:21:39.226954
Good
No
Monthly
Condo
2,070
12,941
19
Female
72,392
Single
null
Master's
null
4.769292
Urban
Comprehensive
3
3
600
5
2024-01-16 15:21:39.253660
Poor
Yes
Weekly
Condo
2,972
12,942
31
Male
57,987
Married
1
Master's
null
7.859607
Suburban
Comprehensive
null
18
499
7
2024-05-01 15:21:39.237118
Average
No
Weekly
Apartment
74
12,943
19
Male
69,791
Divorced
4
Master's
Employed
31.878259
Suburban
Basic
0
6
409
2
2021-03-19 15:21:39.155231
Average
No
Daily
House
534
12,944
19
Female
80,794
Single
1
High School
Unemployed
19.793299
Urban
Comprehensive
null
5
325
4
2020-09-17 15:21:39.165120
Average
Yes
Rarely
House
1,585
12,945
51
Male
71,440
Divorced
1
High School
Self-Employed
39.569143
Rural
Basic
2
15
null
2
2019-09-16 15:21:39.263432
null
No
Rarely
House
438
12,946
29
Male
7,074
Single
2
Master's
Employed
33.907701
Urban
Comprehensive
0
7
null
2
2023-07-17 15:21:39.170099
Poor
No
Rarely
House
657
12,947
57
Male
26,395
Married
2
Master's
Unemployed
42.667419
Suburban
Comprehensive
null
8
807
2
2024-05-14 15:21:39.146733
Good
Yes
Daily
House
1,123
12,948
30
Male
35,297
Divorced
0
High School
Self-Employed
32.853648
Urban
Premium
1
17
686
9
2021-04-26 15:21:39.145732
Good
Yes
Daily
Condo
631
12,949
55
Female
25,683
Single
2
PhD
null
11.715436
Urban
Basic
null
17
672
2
2022-11-21 15:21:39.086123
Average
Yes
Rarely
Condo
1,419
12,950
38
Male
40,164
Single
4
Bachelor's
Unemployed
31.814105
Rural
Premium
0
5
423
8
2022-09-02 15:21:39.087123
Good
No
Rarely
Apartment
577
12,951
20
Male
7,091
Single
3
Master's
null
14.776219
Suburban
Basic
1
4
629
8
2024-01-30 15:21:39.149731
Average
No
Daily
House
654
12,952
31
Female
3,324
Divorced
0
Master's
null
34.190897
Urban
Basic
1
15
642
9
2020-08-23 15:21:39.202448
Good
No
Monthly
House
3,404
12,953
53
Female
6,988
Single
4
PhD
null
22.474029
Urban
Comprehensive
0
14
433
2
2020-07-06 15:21:39.199447
Poor
Yes
Rarely
House
669
12,954
29
Male
393
Single
null
PhD
null
10.722129
Urban
Basic
2
12
688
2
2020-08-19 15:21:39.187211
Average
Yes
Rarely
Condo
1,043
12,955
36
Male
33,184
Single
0
High School
Unemployed
17.271088
Rural
Basic
1
10
728
4
2023-04-26 15:21:39.092127
Average
No
Rarely
Condo
34
12,956
40
Male
133,916
Divorced
2
High School
Employed
33.473435
Rural
Basic
null
5
312
1
2023-12-26 15:21:39.172097
Poor
Yes
Daily
Condo
917
12,957
33
Male
4,067
Divorced
4
Bachelor's
null
22.06563
Rural
Basic
1
18
794
5
2022-06-03 15:21:39.134960
Poor
No
Monthly
Condo
28
12,958
34
Female
71,279
Single
4
Master's
Employed
36.645211
Rural
Premium
0
7
373
1
2023-03-14 15:21:39.079128
Average
Yes
Monthly
Condo
253
12,959
47
Male
9,081
Single
0
Master's
null
37.958385
Rural
Comprehensive
1
4
711
9
2020-12-11 15:21:39.134960
Good
No
Monthly
Condo
813
12,960
50
Male
4,679
Married
0
Master's
Unemployed
29.980037
Urban
Comprehensive
2
12
611
1
2023-12-27 15:21:39.082499
Poor
Yes
Monthly
Condo
259
12,961
21
Female
82,451
Divorced
1
Bachelor's
Self-Employed
37.174546
Rural
Premium
0
16
797
6
2023-10-30 15:21:39.134960
Good
Yes
Daily
House
101
12,962
22
Female
45,388
Divorced
0
PhD
Employed
24.245475
Rural
Premium
null
2
528
2
2022-06-21 15:21:39.170099
Average
Yes
Rarely
House
1,257
12,963
24
Male
29,236
Married
3
Bachelor's
Unemployed
37.723442
Urban
Comprehensive
0
9
316
6
2023-10-04 15:21:39.281787
Good
No
Rarely
Condo
439
12,964
58
Female
5,416
Divorced
null
PhD
Self-Employed
17.95909
Urban
Premium
1
6
554
9
2020-04-15 15:21:39.173834
Poor
Yes
Monthly
Condo
1,673
12,965
45
Female
2,877
Single
3
PhD
null
13.826504
Rural
Premium
1
6
544
9
2020-10-01 15:21:39.181605
Poor
Yes
Rarely
Apartment
2,072
12,966
30
Female
9,312
Single
3
High School
Self-Employed
25.79286
Rural
Premium
0
13
538
8
2021-07-11 15:21:39.096739
Good
Yes
Weekly
Condo
29
12,967
18
Female
63,433
Single
2
High School
Self-Employed
24.939486
Suburban
Comprehensive
null
1
675
9
2023-09-20 15:21:39.218388
Average
No
Daily
House
216
12,968
47
Female
5,947
Single
2
Master's
null
30.87851
Urban
Premium
0
0
null
1
2021-05-10 15:21:39.270454
Poor
No
Weekly
Apartment
381
12,969
47
Female
77,532
Married
2
High School
null
35.896934
Urban
Basic
null
3
807
4
2022-01-31 15:21:39.134960
Average
Yes
Weekly
House
50
12,970
33
Male
108,945
Single
0
Bachelor's
Self-Employed
22.053466
Rural
Basic
3
13
403
8
2022-01-15 15:21:39.164044
Good
No
Weekly
Apartment
33
12,971
38
Male
9,984
Divorced
null
Bachelor's
Self-Employed
14.934189
Urban
Premium
0
7
437
2
2022-04-14 15:21:39.155231
Poor
Yes
Daily
House
437
12,972
37
Female
null
Married
0
PhD
null
26.359979
Suburban
Premium
null
17
373
5
2024-03-22 15:21:39.091080
Good
Yes
Monthly
Condo
566
12,973
31
Female
8,041
Single
0
PhD
Self-Employed
38.581241
Suburban
Premium
1
0
null
6
2023-08-06 15:21:39.236064
Good
No
Monthly
Condo
171
12,974
21
Female
43,520
Divorced
4
Master's
Self-Employed
9.738756
Urban
Premium
1
17
693
2
2023-11-20 15:21:39.092127
Average
Yes
Daily
House
807
12,975
20
Male
29,377
Divorced
2
Bachelor's
null
19.017064
Rural
Comprehensive
1
14
783
7
2022-02-22 15:21:39.155231
Poor
No
Daily
Condo
740
12,976
54
Male
4,970
Divorced
null
PhD
Employed
25.865775
Rural
Basic
3
17
472
2
2024-02-25 15:21:39.205850
Poor
No
Weekly
House
589
12,977
49
Female
43,462
Single
2
Master's
null
45.859007
Suburban
Premium
0
0
661
6
2020-05-09 15:21:39.283783
Average
Yes
Rarely
House
403
12,978
26
Male
26,292
Married
4
Master's
null
10.275099
Urban
Comprehensive
null
12
421
2
2022-10-17 15:21:39.155231
Average
Yes
Weekly
Apartment
2,392
12,979
40
Male
25,607
Single
1
PhD
Self-Employed
33.44758
Rural
Comprehensive
0
0
504
8
2022-01-06 15:21:39.175719
Average
No
Rarely
Apartment
547
12,980
42
Female
645
Married
3
High School
Employed
41.539528
Suburban
Premium
0
17
445
1
2024-08-04 15:21:39.222387
Average
Yes
Weekly
House
655
12,981
28
Female
17,001
Divorced
2
Bachelor's
Self-Employed
36.265989
Suburban
Basic
null
8
592
6
2023-04-30 15:21:39.105504
Good
Yes
Monthly
House
586
12,982
22
Male
90,190
null
3
Bachelor's
Unemployed
8.012706
Urban
Premium
2
13
509
5
2021-01-12 15:21:39.102694
null
No
Rarely
House
534
12,983
63
Male
63,414
Married
null
Bachelor's
Unemployed
16.410735
Rural
Premium
4
9
630
5
2024-06-16 15:21:39.213373
Average
Yes
Rarely
Apartment
30
12,984
61
Female
5,730
Single
4
Master's
null
21.66591
Suburban
Basic
0
7
602
3
2022-10-13 15:21:39.172097
Good
Yes
Rarely
Condo
1,217
12,985
33
Male
25,863
Married
1
High School
Unemployed
32.094297
Rural
Basic
null
14
748
8
2019-12-09 15:21:39.237118
Poor
Yes
Weekly
Apartment
1,319
12,986
58
Male
109,723
Divorced
0
PhD
Unemployed
14.179633
Suburban
Basic
0
0
427
2
2023-09-24 15:21:39.134960
Good
No
Rarely
Apartment
874
12,987
18
Male
43,700
Single
3
Master's
null
31.363
Suburban
Premium
1
14
587
1
2020-07-25 15:21:39.237118
Good
No
Monthly
House
807
12,988
60
Male
7,074
Married
3
High School
Self-Employed
10.515702
Suburban
Premium
0
12
706
9
2024-05-20 15:21:39.134960
Average
Yes
Weekly
Condo
2,347
12,989
55
Female
17,069
Divorced
0
Bachelor's
Self-Employed
16.393438
Urban
Premium
null
10
409
1
2020-06-18 15:21:39.272456
Average
No
Weekly
Apartment
564
12,990
21
Male
4,547
Divorced
2
High School
Employed
32.160858
Rural
Premium
0
11
759
2
2023-01-28 15:21:39.244069
null
No
Daily
Apartment
886
12,991
44
Male
39,708
Single
4
Master's
Unemployed
25.769862
Suburban
Basic
null
2
584
8
2023-05-06 15:21:39.237118
Good
No
Weekly
Apartment
545
12,992
49
Female
16,079
Married
4
Master's
Self-Employed
12.619034
Urban
Basic
2
18
533
4
2024-06-13 15:21:39.219432
Poor
Yes
Rarely
Apartment
858
12,993
39
Female
5,732
Single
null
Bachelor's
Self-Employed
16.805916
Rural
Comprehensive
0
12
558
8
2022-03-28 15:21:39.155231
Poor
Yes
Monthly
Apartment
2,559
12,994
35
Male
22,927
Married
2
High School
null
31.018096
Urban
Comprehensive
0
1
null
2
2022-05-29 15:21:39.281787
Poor
Yes
Weekly
House
656
12,995
36
Male
40,915
Married
1
High School
Unemployed
null
Suburban
Comprehensive
1
6
null
1
2020-04-30 15:21:39.233485
Average
Yes
Monthly
Condo
474
12,996
60
Female
81,584
Divorced
1
Master's
Unemployed
40.597071
Urban
Comprehensive
0
16
677
9
2023-01-26 15:21:39.188220
Average
No
Weekly
House
4,034
12,997
35
Male
927
Single
4
Master's
Self-Employed
22.927
Rural
Basic
null
7
704
8
2022-07-30 15:21:39.134960
Good
Yes
Rarely
Condo
3,892
12,998
55
Male
1,226
Married
2
PhD
null
null
Suburban
Comprehensive
null
1
778
9
2021-05-27 15:21:39.282785
Average
Yes
Daily
Apartment
1,345
12,999
53
Male
6,972
Married
0
Master's
Employed
26.07861
Rural
Basic
null
2
685
8
2020-01-18 15:21:39.094752
Poor
No
Daily
House
1,229