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
36,900
40
Female
6,971
Divorced
null
PhD
Unemployed
30.377577
Rural
Premium
null
7
664
7
2021-11-02 15:21:39.090124
null
Yes
Monthly
Apartment
552
36,901
58
Male
10,651
Single
0
Bachelor's
Self-Employed
16.81818
Suburban
Comprehensive
null
0
728
3
2024-06-01 15:21:39.134960
Good
No
Monthly
Apartment
517
36,902
34
Male
52,372
Divorced
4
PhD
Unemployed
19.882057
Rural
Basic
null
3
401
4
2023-07-06 15:21:39.134960
Good
No
Rarely
Condo
949
36,903
34
Male
4,431
Married
3
Bachelor's
Self-Employed
46.569383
Urban
Premium
null
11
718
7
2024-04-07 15:21:39.123711
Poor
No
Rarely
House
2,626
36,904
50
Female
null
Single
4
PhD
null
12.994047
Rural
Comprehensive
1
4
311
2
2019-11-12 15:21:39.237118
Average
No
Rarely
House
692
36,905
22
Male
25,055
Married
1
PhD
Unemployed
9.741481
Urban
Comprehensive
1
12
382
9
2023-02-09 15:21:39.120168
Poor
No
Weekly
Condo
2,168
36,906
37
Male
10,596
Single
2
Master's
null
31.493892
Urban
Premium
null
0
null
7
2021-06-09 15:21:39.220389
Average
Yes
Rarely
Apartment
1,358
36,907
24
Female
102,362
Married
4
Master's
Employed
15.178465
Suburban
Basic
1
2
433
7
2024-03-19 15:21:39.272456
Average
No
Weekly
Condo
1,583
36,908
25
Female
68,738
Married
3
PhD
null
28.974376
Urban
Comprehensive
4
16
531
5
2019-11-19 15:21:39.206847
Average
Yes
Weekly
Condo
1,086
36,909
62
Female
116,563
Divorced
1
Bachelor's
Unemployed
43.867843
Rural
Premium
3
6
745
4
2023-02-20 15:21:39.168099
Good
No
Monthly
Apartment
2,848
36,910
58
Male
73,504
Married
3
High School
Unemployed
17.294676
Rural
Comprehensive
2
19
705
1
2022-05-20 15:21:39.288099
Poor
No
Rarely
Condo
73
36,911
46
Female
2,587
Single
0
High School
Unemployed
31.757543
Rural
Basic
null
4
452
2
2020-10-19 15:21:39.206847
Average
Yes
Weekly
House
40
36,912
36
Female
92,627
Single
2
Master's
null
9.720137
Suburban
Premium
null
19
359
1
2024-01-06 15:21:39.259788
Good
Yes
Weekly
Apartment
1,603
36,913
29
Male
42,905
Divorced
3
PhD
null
20.927574
Suburban
Basic
null
15
553
1
2022-03-27 15:21:39.171102
Average
No
Monthly
Condo
385
36,914
47
Female
16,511
Divorced
null
Bachelor's
Self-Employed
10.824875
Urban
Premium
0
0
676
7
2020-05-28 15:21:39.230483
Average
No
Monthly
House
1,398
36,915
22
Male
25,169
Married
0
High School
null
3.89829
Rural
Basic
1
7
551
9
2022-06-22 15:21:39.211806
null
No
Weekly
Condo
1,745
36,916
32
Female
89,993
Divorced
4
High School
Unemployed
33.719388
Urban
Comprehensive
0
14
334
8
2020-03-01 15:21:39.221386
Poor
No
Rarely
Apartment
830
36,917
null
Male
7,053
Divorced
3
PhD
Unemployed
38.858783
Suburban
Comprehensive
null
6
null
1
2019-10-06 15:21:39.155231
Good
No
Daily
House
1,161
36,918
39
Female
43,787
Married
3
High School
Self-Employed
39.142223
Urban
Basic
1
8
474
5
2020-11-19 15:21:39.180553
Average
No
Rarely
Apartment
49
36,919
47
Female
17,111
Divorced
4
Master's
Employed
32.769874
Urban
Basic
0
15
840
9
2021-03-16 15:21:39.118178
Good
Yes
Weekly
House
634
36,920
28
Female
29,459
Married
0
PhD
Employed
7.465956
Urban
Premium
null
15
379
7
2020-08-15 15:21:39.180553
Average
No
Daily
House
1,332
36,921
31
Female
39,927
Married
4
PhD
Self-Employed
6.81584
Urban
Basic
0
18
681
9
2020-01-10 15:21:39.274993
Average
No
Rarely
Apartment
713
36,922
22
Female
3,458
Divorced
2
PhD
null
24.934263
Suburban
Basic
1
0
589
9
2022-02-17 15:21:39.155231
Poor
Yes
Daily
Apartment
40
36,923
64
Female
27,982
Married
2
Bachelor's
null
22.064972
Suburban
Comprehensive
0
9
603
3
2020-07-14 15:21:39.134960
Average
Yes
Daily
House
1,514
36,924
64
Male
3,420
Married
1
Master's
Self-Employed
15.746245
Suburban
Comprehensive
null
16
306
1
2021-10-10 15:21:39.281787
Poor
No
Monthly
Apartment
668
36,925
53
Female
29,453
Divorced
4
Master's
Self-Employed
6.28137
Urban
Premium
0
17
434
6
2020-08-10 15:21:39.134960
Poor
No
Monthly
Apartment
643
36,926
36
Male
35,155
Divorced
2
High School
Unemployed
34.752433
Suburban
Comprehensive
null
9
503
9
2020-11-26 15:21:39.266452
null
No
Rarely
House
2,148
36,927
38
Male
14,073
Married
0
Bachelor's
Employed
33.826871
Suburban
Comprehensive
1
4
564
5
2021-01-25 15:21:39.134960
Average
Yes
Rarely
Condo
24
36,928
22
Male
23,173
Single
3
PhD
Unemployed
11.948807
Rural
Basic
null
5
577
7
2022-12-01 15:21:39.288099
Average
Yes
Monthly
Condo
2,036
36,929
19
Male
6,799
Single
null
PhD
Unemployed
8.619295
Urban
Premium
1
19
null
4
2019-10-03 15:21:39.117183
Poor
Yes
Weekly
Apartment
1,115
36,930
59
Male
26,892
null
0
Bachelor's
Self-Employed
14.159401
Urban
Comprehensive
1
2
798
1
2024-08-05 15:21:39.279729
Average
Yes
Rarely
House
641
36,931
60
Female
30,779
Divorced
null
PhD
Self-Employed
16.992519
Suburban
Basic
0
11
704
3
2022-08-16 15:21:39.229482
Poor
Yes
Daily
Apartment
596
36,932
58
Female
26,296
Divorced
1
PhD
Self-Employed
33.128938
Urban
Comprehensive
null
4
677
7
2020-01-29 15:21:39.211806
Good
No
Rarely
Condo
1,091
36,933
37
Male
null
Divorced
3
High School
Self-Employed
null
Suburban
Basic
1
4
534
3
2022-01-24 15:21:39.134960
null
Yes
Rarely
Condo
3,149
36,934
38
Male
77,926
Single
4
Master's
null
14.959583
Suburban
Comprehensive
1
9
422
6
2019-12-19 15:21:39.090124
Good
No
Monthly
Condo
814
36,935
47
Male
6,960
Single
1
Bachelor's
null
41.734193
Suburban
Premium
null
14
487
9
2023-04-30 15:21:39.144722
Good
Yes
Rarely
Apartment
1,047
36,936
19
Female
58,739
Divorced
3
PhD
Unemployed
49.738226
Suburban
Basic
2
7
374
9
2022-04-25 15:21:39.134960
Poor
Yes
Monthly
Apartment
931
36,937
30
Male
1,164
Married
1
PhD
null
32.569389
Rural
Comprehensive
1
6
430
4
2024-07-21 15:21:39.171102
Average
No
Rarely
Condo
478
36,938
28
Male
20,654
Divorced
2
Bachelor's
Self-Employed
20.235875
Suburban
Basic
0
10
583
6
2020-08-23 15:21:39.173834
Poor
No
Daily
House
1,135
36,939
41
Female
35,796
Single
4
High School
null
14.689211
Rural
Premium
1
13
658
2
2020-04-12 15:21:39.091080
Poor
Yes
Monthly
House
2,436
36,940
22
Male
4,745
Divorced
2
Master's
Unemployed
19.133776
Rural
Premium
2
16
734
5
2020-01-06 15:21:39.257696
Good
No
Rarely
Condo
1,290
36,941
51
Male
18,028
Single
1
Bachelor's
Employed
23.025416
Urban
Premium
2
3
665
5
2023-01-24 15:21:39.189223
Poor
Yes
Monthly
House
801
36,942
50
Female
43,712
Single
1
PhD
Unemployed
26.139638
Suburban
Comprehensive
1
9
748
7
2022-08-17 15:21:39.081504
Poor
Yes
Weekly
Apartment
1,131
36,943
33
Female
18,216
Single
2
High School
null
24.912326
Rural
Premium
2
4
495
4
2021-11-23 15:21:39.131192
null
Yes
Weekly
Condo
1,941
36,944
27
Male
1,250
Divorced
0
Master's
Self-Employed
42.443328
Urban
Premium
null
19
null
7
2022-11-07 15:21:39.155231
Average
Yes
Monthly
House
2,145
36,945
59
Female
5,569
Divorced
2
PhD
Unemployed
30.674891
Urban
Basic
0
1
724
5
2021-05-27 15:21:39.134960
Good
No
Weekly
Condo
1,094
36,946
40
Female
23,499
null
4
High School
Employed
17.283651
Suburban
Premium
null
7
405
7
2020-03-27 15:21:39.114118
Good
No
Monthly
Condo
1,346
36,947
35
Female
53,688
Divorced
3
Bachelor's
Employed
33.918083
Urban
Comprehensive
0
18
682
7
2021-08-02 15:21:39.155231
Average
No
Weekly
Condo
268
36,948
28
Male
5,096
Married
2
Bachelor's
Employed
20.481712
Rural
Basic
1
5
361
6
2021-11-02 15:21:39.278402
Good
No
Monthly
Apartment
388
36,949
48
Female
32,467
Married
3
Master's
Employed
16.366959
Urban
Comprehensive
0
9
688
7
2019-11-15 15:21:39.237118
Average
No
Weekly
House
1,215
36,950
49
Male
17,121
Single
1
High School
null
7.849237
Urban
Premium
2
6
783
7
2024-02-09 15:21:39.172097
Poor
Yes
Monthly
House
2,039
36,951
59
Female
16,649
Single
null
PhD
Self-Employed
19.936949
Suburban
Basic
0
8
454
8
2024-05-25 15:21:39.121169
Poor
No
Weekly
Condo
976
36,952
63
Male
20,303
Married
1
PhD
Employed
33.384611
Urban
Premium
2
17
null
5
2020-12-10 15:21:39.131192
Average
Yes
Rarely
House
1,596
36,953
63
Male
12,984
Divorced
1
PhD
Unemployed
6.066227
Suburban
Comprehensive
1
4
732
4
2024-01-07 15:21:39.194829
Good
Yes
Rarely
Apartment
30
36,954
21
Female
147,578
Married
4
PhD
Unemployed
4.880629
Rural
Basic
2
16
438
8
2023-06-28 15:21:39.194829
null
Yes
Rarely
House
22
36,955
27
Male
88,964
Married
0
PhD
Unemployed
18.937364
Suburban
Basic
null
2
319
8
2021-03-13 15:21:39.096739
Poor
No
Rarely
Apartment
548
36,956
57
Male
28,564
Married
2
Bachelor's
Employed
21.849808
Urban
Basic
null
5
685
9
2020-11-14 15:21:39.155231
Good
Yes
Rarely
House
127
36,957
48
Female
26,133
Divorced
4
PhD
Unemployed
8.690062
Rural
Premium
null
2
607
1
2019-12-16 15:21:39.237118
Poor
No
Daily
Condo
1,337
36,958
64
Female
3,391
Divorced
4
High School
null
null
Urban
Basic
2
10
759
2
2020-11-01 15:21:39.152732
Poor
Yes
Monthly
Apartment
524
36,959
35
Female
14,054
Single
null
High School
null
34.818892
Urban
Basic
1
1
671
8
2021-02-13 15:21:39.084065
Poor
No
Weekly
Apartment
1,750
36,960
44
Male
148,968
Single
2
High School
Self-Employed
33.644429
Rural
Basic
1
6
489
1
2021-08-15 15:21:39.208842
Average
Yes
Monthly
Apartment
23
36,961
33
Male
81,814
Single
1
Bachelor's
Unemployed
52.368468
Suburban
Comprehensive
0
2
839
2
2020-11-29 15:21:39.155231
Poor
No
Rarely
House
3,526
36,962
63
Male
1,098
Married
0
PhD
Employed
8.85381
Urban
Premium
null
15
null
6
2020-12-11 15:21:39.155231
Poor
No
Monthly
Condo
3,288
36,963
27
Female
12,962
Single
0
High School
null
27.929885
Suburban
Premium
1
6
null
9
2020-09-22 15:21:39.274993
Good
Yes
Weekly
Condo
472
36,964
55
Male
null
Single
0
Master's
Employed
28.04268
Rural
Comprehensive
3
7
438
5
2022-01-16 15:21:39.237118
Average
No
Weekly
Apartment
397
36,965
50
Male
24,991
Married
0
Master's
Unemployed
19.172251
Rural
Basic
2
5
662
2
2023-09-23 15:21:39.155231
Poor
Yes
Weekly
Condo
1,482
36,966
59
Male
5,519
Divorced
4
Master's
Self-Employed
33.011253
Suburban
Premium
null
9
788
9
2023-11-16 15:21:39.255696
Poor
Yes
Weekly
Apartment
1,518
36,967
61
Female
15,641
Married
0
Bachelor's
Self-Employed
13.858403
Urban
Premium
0
7
786
2
2019-10-01 15:21:39.105504
Average
Yes
Daily
Condo
610
36,968
58
Female
110,156
Single
0
Master's
null
35.952297
Rural
Basic
1
10
834
6
2021-06-06 15:21:39.235012
Poor
No
Daily
Condo
200
36,969
53
Female
5,055
Married
null
PhD
Self-Employed
22.392817
Urban
Premium
null
13
336
4
2019-10-22 15:21:39.125660
null
Yes
Monthly
House
1,330
36,970
48
Female
26,151
Single
2
Master's
null
18.814058
Suburban
Premium
1
5
694
3
2020-04-29 15:21:39.194829
Average
Yes
Weekly
House
1,833
36,971
36
Female
32,182
Single
1
High School
null
19.817351
Urban
Comprehensive
null
17
709
3
2024-01-24 15:21:39.095696
Good
No
Weekly
Condo
1,269
36,972
25
Female
30,791
Single
3
Bachelor's
null
18.362053
Rural
Basic
1
12
431
5
2020-02-14 15:21:39.224915
Poor
Yes
Weekly
House
1,905
36,973
29
Male
42,252
Married
3
Bachelor's
Employed
27.634178
Rural
Premium
null
19
null
5
2020-09-13 15:21:39.217387
Poor
Yes
Monthly
Apartment
911
36,974
38
Female
27,114
Single
4
Master's
Self-Employed
37.722882
Suburban
Premium
null
9
519
4
2024-06-21 15:21:39.253660
Good
No
Daily
House
2,428
36,975
26
Male
15,589
Single
3
Bachelor's
Self-Employed
15.062544
Urban
Comprehensive
1
0
587
3
2022-08-18 15:21:39.117183
Poor
Yes
Daily
Apartment
2,817
36,976
28
Female
7,092
Divorced
3
Bachelor's
Unemployed
9.892223
Rural
Basic
null
16
473
3
2022-06-24 15:21:39.245086
Average
Yes
Monthly
Condo
662
36,977
35
Female
34,181
Divorced
1
Bachelor's
Self-Employed
17.858222
Rural
Comprehensive
1
19
658
1
2023-09-10 15:21:39.155231
Good
Yes
Weekly
Apartment
1,246
36,978
56
Female
105,847
Married
4
High School
Employed
null
Urban
Premium
2
15
352
6
2021-10-21 15:21:39.193945
Poor
Yes
Monthly
Condo
1,457
36,979
29
Male
18,789
Single
2
High School
Self-Employed
33.448551
Rural
Basic
0
1
591
7
2020-01-02 15:21:39.134960
Poor
Yes
Monthly
House
3,325
36,980
29
Male
12,053
Single
3
Bachelor's
Employed
7.924406
Suburban
Comprehensive
1
15
656
3
2022-02-22 15:21:39.155231
Poor
No
Rarely
House
511
36,981
49
Female
34,405
Married
3
High School
null
38.034948
Rural
Premium
1
3
472
4
2022-03-05 15:21:39.213373
Good
Yes
Daily
House
672
36,982
20
Female
34,447
Single
3
High School
null
9.859433
Rural
Comprehensive
0
6
306
6
2020-04-18 15:21:39.155231
Average
No
Daily
Condo
1,103
36,983
52
Female
28,450
Single
0
Bachelor's
Employed
24.966881
Suburban
Basic
null
5
null
1
2019-10-31 15:21:39.122134
null
Yes
Monthly
House
632
36,984
49
Female
41,807
Married
2
PhD
Self-Employed
31.389816
Suburban
Premium
3
5
759
3
2021-07-29 15:21:39.134960
Good
Yes
Daily
Condo
1,201
36,985
53
Male
24,761
Divorced
3
PhD
null
28.293901
Suburban
Comprehensive
0
6
786
2
2024-03-27 15:21:39.179186
Average
Yes
Monthly
Condo
1,665
36,986
45
Female
28,665
Single
null
PhD
Self-Employed
33.779261
Suburban
Comprehensive
null
17
355
3
2021-03-13 15:21:39.092127
Poor
No
Weekly
Condo
1,090
36,987
21
Male
38,879
Married
3
Master's
Unemployed
8.164836
Rural
Comprehensive
0
14
511
3
2021-04-10 15:21:39.155231
Poor
Yes
Weekly
House
307
36,988
27
Male
3,146
Married
4
PhD
Unemployed
36.735748
Urban
Premium
1
0
658
5
2024-03-27 15:21:39.224915
Average
No
Rarely
Condo
2,180
36,989
57
Female
29,055
Single
null
PhD
Unemployed
47.976374
Urban
Comprehensive
0
2
673
1
2022-03-03 15:21:39.205850
Poor
No
Weekly
Condo
1,358
36,990
62
Male
94,981
Married
4
PhD
null
14.774233
Urban
Premium
1
9
315
5
2020-06-25 15:21:39.134960
Poor
No
Monthly
Condo
983
36,991
57
Male
100,824
Married
3
High School
Employed
37.843129
Suburban
Premium
2
9
556
1
2020-08-09 15:21:39.217387
Good
Yes
Rarely
Condo
3,091
36,992
49
Male
18,300
Married
3
PhD
Self-Employed
7.795845
Rural
Premium
0
5
485
7
2023-07-26 15:21:39.204790
Poor
No
Monthly
House
518
36,993
55
Male
1,220
Married
0
Master's
Self-Employed
3.890746
Rural
Basic
1
14
512
7
2021-02-19 15:21:39.189223
Good
Yes
Daily
Condo
271
36,994
47
Female
9,399
Single
3
High School
Self-Employed
14.241647
Rural
Comprehensive
2
14
651
8
2021-06-10 15:21:39.250151
Good
No
Monthly
Apartment
485
36,995
53
Male
28,198
Divorced
2
High School
null
null
Urban
Premium
0
5
676
5
2021-01-31 15:21:39.120168
Poor
No
Weekly
Apartment
733
36,996
35
Female
9,162
Married
0
Bachelor's
Employed
16.70936
Urban
Basic
null
13
502
6
2019-09-14 15:21:39.155231
Average
No
Rarely
House
1,057
36,997
25
Female
3,927
Divorced
4
High School
Unemployed
26.774213
Suburban
Comprehensive
0
16
434
3
2020-09-06 15:21:39.253660
Good
No
Daily
Condo
48
36,998
47
Male
37,606
Divorced
2
Master's
Self-Employed
20.436923
Rural
Comprehensive
0
9
544
2
2022-08-28 15:21:39.185215
Poor
No
Daily
House
556
36,999
38
Male
42,967
Married
3
Bachelor's
Self-Employed
33.070821
Rural
Comprehensive
1
17
785
2
2023-02-03 15:21:39.123711
Good
Yes
Weekly
Condo
881