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
32,000
59
Male
1,322
Single
0
Master's
null
9.146686
Suburban
Premium
null
4
573
1
2022-12-08 15:21:39.106582
Poor
Yes
Rarely
House
3,485
32,001
37
Male
26,770
Divorced
2
PhD
Unemployed
7.530429
Urban
Premium
0
19
null
7
2021-07-23 15:21:39.194829
Good
Yes
Daily
Condo
36
32,002
37
Male
14,077
Single
0
PhD
Self-Employed
8.722259
Rural
Premium
2
19
null
7
2022-12-26 15:21:39.250151
Good
Yes
Monthly
Apartment
1,214
32,003
47
Male
8,966
Single
4
Bachelor's
null
30.829362
Suburban
Premium
0
14
null
5
2023-11-29 15:21:39.084065
Poor
Yes
Weekly
Condo
921
32,004
49
Male
null
Single
4
High School
Employed
12.898419
Urban
Basic
1
16
391
3
2020-08-16 15:21:39.171102
Good
Yes
Monthly
Apartment
1,013
32,005
43
Female
18,641
null
4
Bachelor's
null
42.806327
Suburban
Basic
3
0
602
2
2024-02-17 15:21:39.235012
Average
Yes
Rarely
Apartment
1,061
32,006
22
Male
19,263
Married
4
Bachelor's
Unemployed
39.885231
Suburban
Basic
0
17
696
8
2022-05-03 15:21:39.097737
null
No
Monthly
Apartment
1,588
32,007
60
Female
17,881
Divorced
0
Master's
Unemployed
47.435968
Rural
Basic
0
18
766
8
2024-02-08 15:21:39.092127
Poor
Yes
Weekly
Apartment
1,837
32,008
56
Male
9,984
Married
0
High School
Self-Employed
28.481685
Urban
Premium
2
10
688
1
2019-11-06 15:21:39.134960
Average
No
Daily
Condo
1,053
32,009
63
Male
5,854
Single
4
High School
Employed
21.636586
Rural
Premium
0
16
541
6
2020-02-10 15:21:39.123711
Poor
Yes
Rarely
House
772
32,010
38
Male
66,837
Married
0
PhD
null
51.996027
Suburban
Basic
0
16
null
8
2023-08-01 15:21:39.282785
Good
Yes
Rarely
House
519
32,011
63
Male
40,203
Divorced
0
Bachelor's
Employed
20.914196
Rural
Comprehensive
2
4
467
6
2021-10-27 15:21:39.155231
Poor
No
Daily
House
519
32,012
43
Female
18,644
Single
0
Bachelor's
null
4.099614
Suburban
Premium
null
5
725
7
2020-05-19 15:21:39.134960
Good
Yes
Daily
Condo
872
32,013
48
Female
null
Single
2
Master's
Self-Employed
9.555852
Suburban
Comprehensive
null
2
416
7
2021-09-22 15:21:39.121169
Poor
No
Weekly
House
401
32,014
41
Male
43,461
Divorced
3
Bachelor's
Employed
8.624365
Suburban
Premium
0
5
582
8
2023-12-03 15:21:39.237118
Average
Yes
Monthly
House
526
32,015
60
Female
28,408
Single
null
High School
null
13.738216
Suburban
Basic
2
6
729
5
2024-03-16 15:21:39.197445
Average
Yes
Daily
House
1,306
32,016
48
Male
3,789
Married
3
PhD
null
16.976198
Rural
Premium
1
4
584
6
2022-02-18 15:21:39.134960
Good
No
Daily
Apartment
1,891
32,017
56
Male
146,044
Divorced
4
Bachelor's
Employed
41.144499
Suburban
Premium
4
9
802
4
2020-10-23 15:21:39.151732
Average
Yes
Monthly
House
3,863
32,018
42
Male
16,882
Single
0
Bachelor's
null
47.847842
Suburban
Comprehensive
0
17
812
2
2023-09-15 15:21:39.226954
Average
No
Rarely
Condo
33
32,019
40
Male
null
Single
null
Bachelor's
Self-Employed
15.013033
Suburban
Basic
1
17
null
2
2020-10-25 15:21:39.265513
null
No
Weekly
House
305
32,020
40
Male
90,365
Single
2
PhD
Employed
42.252745
Urban
Basic
null
12
802
6
2021-01-28 15:21:39.248098
Poor
Yes
Weekly
Apartment
418
32,021
57
Female
1,588
Married
4
High School
Unemployed
18.254589
Rural
Comprehensive
2
13
null
1
2023-07-14 15:21:39.237118
Good
Yes
Daily
Apartment
33
32,022
59
Female
857
Divorced
3
Bachelor's
Self-Employed
null
Urban
Comprehensive
0
12
672
1
2021-06-10 15:21:39.096739
Poor
No
Weekly
Condo
872
32,023
26
Female
26,075
Single
4
PhD
Self-Employed
40.671267
Suburban
Basic
0
5
766
9
2021-04-30 15:21:39.134960
Average
No
Rarely
Condo
1,244
32,024
63
Female
37,197
null
null
Master's
Employed
36.386911
Suburban
Basic
2
12
null
3
2019-11-25 15:21:39.134960
Good
Yes
Daily
Apartment
1,568
32,025
30
Female
15,249
Single
1
Bachelor's
Self-Employed
24.637353
Urban
Basic
0
12
436
7
2023-01-29 15:21:39.233998
Poor
Yes
Monthly
House
1,548
32,026
19
Male
9,094
Married
1
Bachelor's
Employed
38.125768
Urban
Basic
1
17
543
5
2024-01-02 15:21:39.105504
Good
No
Monthly
House
462
32,027
58
Male
5,839
Married
4
Master's
null
31.955806
Urban
Comprehensive
2
18
371
3
2020-03-26 15:21:39.123711
Good
Yes
Rarely
Condo
1,805
32,028
49
Male
15,509
Divorced
3
Master's
null
4.038343
Rural
Basic
null
17
693
3
2021-05-09 15:21:39.177724
Poor
No
Daily
Condo
1,635
32,029
28
Male
55,723
Married
1
High School
null
30.05558
Rural
Comprehensive
0
2
316
2
2023-03-15 15:21:39.237118
Poor
No
Weekly
Condo
709
32,030
25
Female
44,636
Divorced
4
High School
null
21.558439
Urban
Comprehensive
0
16
790
9
2021-08-31 15:21:39.237118
Poor
No
Rarely
Apartment
2,770
32,031
57
Male
46,901
Divorced
2
Master's
Employed
14.474936
Rural
Basic
null
1
328
4
2020-08-06 15:21:39.251142
Poor
Yes
Rarely
Condo
828
32,032
50
Male
7,396
Married
0
Bachelor's
Self-Employed
32.143006
Urban
Comprehensive
null
13
612
7
2021-01-16 15:21:39.226954
Good
Yes
Daily
Apartment
155
32,033
63
Female
34,533
Divorced
1
Bachelor's
null
11.955019
Urban
Comprehensive
1
0
707
7
2020-06-28 15:21:39.121169
Good
No
Daily
Condo
1,978
32,034
59
Male
19,364
Divorced
2
Bachelor's
Employed
7.882409
Urban
Comprehensive
null
9
null
3
2021-08-17 15:21:39.134960
Poor
Yes
Daily
House
1,562
32,035
25
Male
52,457
Single
4
Master's
Unemployed
25.824557
Rural
Premium
null
17
391
5
2020-12-30 15:21:39.283783
Average
Yes
Rarely
Condo
961
32,036
63
Male
20,287
Married
1
PhD
null
12.55561
Urban
Comprehensive
null
10
547
8
2024-02-27 15:21:39.155231
Good
Yes
Weekly
Apartment
2,355
32,037
43
Male
16,963
Single
4
Master's
null
25.938582
Rural
Basic
0
15
699
2
2020-07-06 15:21:39.134960
Good
No
Daily
Apartment
549
32,038
42
Female
59,931
Married
4
High School
null
43.822338
Urban
Basic
0
0
586
7
2023-04-22 15:21:39.134960
Average
No
Monthly
Apartment
49
32,039
39
Female
45,937
Divorced
1
Bachelor's
Unemployed
null
Urban
Premium
null
1
836
8
2021-01-13 15:21:39.237118
Good
No
Monthly
Apartment
1,008
32,040
36
Male
14,355
Single
1
Bachelor's
Self-Employed
26.933872
Urban
Comprehensive
null
12
602
5
2021-11-15 15:21:39.237118
Good
No
Weekly
House
901
32,041
62
Male
61,546
Married
4
Bachelor's
Unemployed
9.84578
Urban
Basic
0
14
528
4
2019-09-08 15:21:39.134960
Poor
Yes
Rarely
Condo
2,220
32,042
23
Male
15,537
Single
4
Master's
null
48.573921
Suburban
Premium
2
8
351
8
2022-04-17 15:21:39.270454
Average
Yes
Weekly
Apartment
654
32,043
46
Female
29,704
Single
4
Bachelor's
Employed
30.682449
Urban
Comprehensive
1
0
null
9
2022-06-30 15:21:39.089116
Poor
Yes
Weekly
Condo
1,824
32,044
64
Male
144,966
Divorced
null
Master's
Employed
40.571729
Rural
Basic
2
1
670
3
2021-12-11 15:21:39.155231
Good
Yes
Monthly
Apartment
3,075
32,045
62
Male
635
Single
null
Master's
Employed
10.672015
Urban
Comprehensive
null
7
662
1
2023-06-29 15:21:39.134960
Poor
No
Weekly
House
209
32,046
32
Male
31,620
Single
1
PhD
Employed
40.06736
Suburban
Comprehensive
null
7
763
4
2020-08-02 15:21:39.155231
Average
No
Daily
House
380
32,047
62
Female
16,787
Divorced
null
High School
null
14.393959
Suburban
Premium
2
7
612
7
2023-02-11 15:21:39.237118
Poor
No
Rarely
House
1,144
32,048
45
Male
17,283
Single
2
PhD
null
25.129866
Suburban
Basic
null
2
503
5
2022-04-17 15:21:39.261856
Poor
Yes
Monthly
Apartment
919
32,049
45
Female
6,943
Single
3
Bachelor's
Employed
31.447041
Suburban
Comprehensive
3
3
589
1
2020-04-21 15:21:39.105504
Poor
Yes
Monthly
House
981
32,050
50
Female
128,577
Single
null
High School
null
48.336667
Suburban
Basic
3
12
463
6
2022-10-28 15:21:39.226954
Poor
Yes
Daily
Apartment
1,193
32,051
56
Female
61,688
Married
null
Master's
null
14.013835
Rural
Premium
0
13
null
9
2021-03-04 15:21:39.155231
Poor
No
Rarely
House
111
32,052
36
Male
453
Married
4
Bachelor's
Unemployed
24.57632
Urban
Premium
3
16
479
9
2021-07-25 15:21:39.095696
Poor
Yes
Daily
Condo
1,344
32,053
64
Male
147,626
Single
4
High School
null
33.859177
Urban
Comprehensive
1
11
332
4
2023-08-25 15:21:39.105504
Good
No
Monthly
House
487
32,054
61
Female
9,499
Divorced
3
Bachelor's
null
16.251223
Suburban
Comprehensive
0
16
682
7
2021-01-02 15:21:39.272456
Good
No
Daily
Condo
1,819
32,055
31
Female
17,053
Divorced
0
High School
Employed
33.57171
Suburban
Comprehensive
0
17
704
1
2023-06-14 15:21:39.219432
Good
No
Daily
Condo
1,314
32,056
41
Female
23,168
Married
1
High School
Self-Employed
24.771315
Urban
Basic
0
0
464
2
2020-03-27 15:21:39.155231
Poor
No
Daily
Condo
642
32,057
44
Female
69,965
Single
3
High School
Self-Employed
35.077067
Urban
Premium
0
18
666
9
2021-09-03 15:21:39.121169
Poor
Yes
Monthly
Apartment
67
32,058
22
Female
12,981
Divorced
0
Master's
null
22.683413
Rural
Premium
1
1
549
8
2023-04-22 15:21:39.221386
Good
Yes
Monthly
Condo
1,219
32,059
37
Female
18,078
Married
0
Bachelor's
null
9.903709
Urban
Premium
1
18
589
8
2022-06-22 15:21:39.281787
Good
No
Rarely
Apartment
1,583
32,060
51
Female
3,420
Divorced
0
PhD
Employed
25.269676
Rural
Comprehensive
null
9
488
3
2020-08-23 15:21:39.202448
Good
Yes
Rarely
House
1,816
32,061
54
Female
88,448
Married
3
Bachelor's
Employed
9.894502
Suburban
Comprehensive
null
11
762
7
2020-11-20 15:21:39.126661
Average
Yes
Daily
House
77
32,062
46
Female
89,921
Divorced
1
PhD
Employed
35.186946
Suburban
Comprehensive
0
15
359
2
2019-09-04 15:21:39.099739
Good
No
Rarely
Apartment
1,126
32,063
49
Female
16,731
Married
1
Master's
Employed
35.473188
Suburban
Basic
null
13
null
8
2023-07-27 15:21:39.104139
null
Yes
Monthly
House
83
32,064
54
Male
5,940
Single
null
Bachelor's
null
24.879586
Suburban
Premium
null
7
656
8
2023-09-27 15:21:39.192212
Average
No
Weekly
Apartment
590
32,065
27
Female
25,380
Divorced
3
High School
Employed
29.491343
Suburban
Comprehensive
null
10
699
1
2020-12-20 15:21:39.186212
Average
No
Monthly
House
339
32,066
38
Female
8,078
Divorced
4
High School
null
40.566225
Urban
Comprehensive
0
0
565
9
2023-02-20 15:21:39.166062
Average
No
Rarely
Apartment
2,466
32,067
37
Male
34,658
Single
1
High School
Self-Employed
21.517834
Urban
Premium
null
7
444
6
2020-02-13 15:21:39.237118
Poor
Yes
Rarely
Condo
59
32,068
29
Female
29,892
Divorced
3
Bachelor's
Employed
null
Urban
Basic
null
6
null
5
2021-09-18 15:21:39.096739
Poor
No
Daily
Apartment
714
32,069
60
Female
36,069
Divorced
4
Bachelor's
Self-Employed
7.869057
Urban
Basic
null
19
733
7
2023-08-25 15:21:39.170099
Average
No
Weekly
Condo
2,446
32,070
42
Female
1,235
Single
0
Master's
null
18.624189
Suburban
Basic
null
6
476
6
2024-02-04 15:21:39.134960
Average
No
Monthly
Apartment
1,044
32,071
53
Male
113,847
Divorced
4
Bachelor's
Self-Employed
8.878271
Urban
Basic
1
19
644
7
2019-09-23 15:21:39.134960
Poor
Yes
Rarely
House
2,611
32,072
36
Female
16,554
Single
0
High School
Employed
43.185748
Suburban
Comprehensive
0
9
null
5
2023-08-08 15:21:39.132191
Good
Yes
Rarely
House
912
32,073
35
Male
5,510
Single
3
Master's
null
10.987084
Suburban
Basic
0
1
686
3
2024-01-18 15:21:39.220389
Average
Yes
Weekly
House
150
32,074
35
Male
38,701
Married
2
Master's
Self-Employed
8.927561
Rural
Premium
1
14
682
3
2021-05-11 15:21:39.237118
Average
Yes
Rarely
House
447
32,075
35
Male
616
Married
0
PhD
Self-Employed
16.926562
Suburban
Basic
0
14
584
6
2024-07-02 15:21:39.155231
Good
No
Rarely
House
321
32,076
29
Female
61,401
Divorced
null
PhD
Employed
12.641465
Suburban
Basic
null
18
321
5
2022-11-26 15:21:39.214388
Poor
No
Rarely
Condo
1,365
32,077
31
Male
25,602
Divorced
3
Bachelor's
Unemployed
34.937938
Suburban
Comprehensive
null
17
498
7
2023-12-13 15:21:39.134960
null
No
Daily
Condo
1,073
32,078
44
Female
5,095
Divorced
4
Bachelor's
Employed
20.882302
Urban
Basic
0
19
396
4
2021-04-01 15:21:39.155231
Good
Yes
Weekly
Apartment
765
32,079
40
Female
6,071
Single
0
High School
Unemployed
47.736599
Rural
Comprehensive
1
18
470
9
2023-01-19 15:21:39.172097
Good
Yes
Weekly
Apartment
1,546
32,080
45
Female
4,927
Single
0
PhD
Self-Employed
null
Suburban
Premium
2
16
642
7
2024-01-08 15:21:39.155231
Poor
Yes
Weekly
Apartment
632
32,081
41
Female
12,897
Married
0
PhD
Self-Employed
47.095123
Suburban
Basic
1
14
832
8
2020-04-10 15:21:39.237118
Average
Yes
Rarely
Condo
20
32,082
42
Female
17,561
null
3
Bachelor's
null
30.395974
Urban
Comprehensive
0
6
null
8
2022-06-03 15:21:39.134960
Poor
No
Daily
Condo
3,237
32,083
64
Female
2,420
Divorced
1
High School
Self-Employed
24.776484
Urban
Premium
1
0
506
7
2020-05-19 15:21:39.098696
Good
No
Daily
Apartment
1,263
32,084
64
Male
39,081
Divorced
0
Master's
null
12.678346
Rural
Comprehensive
1
18
753
9
2021-01-19 15:21:39.155231
Average
Yes
Weekly
Apartment
1,401
32,085
37
Male
7,894
Divorced
0
Master's
Employed
42.917234
Suburban
Basic
1
11
533
9
2020-04-30 15:21:39.245086
Good
No
Rarely
House
1,078
32,086
54
Female
23,026
Divorced
0
Bachelor's
null
29.448328
Suburban
Premium
null
6
723
4
2024-03-20 15:21:39.175719
Good
Yes
Monthly
Apartment
139
32,087
30
Male
16,696
Divorced
2
Bachelor's
Employed
12.777702
Rural
Premium
1
16
748
6
2023-10-17 15:21:39.237118
null
No
Rarely
Condo
29
32,088
21
Female
18,103
Single
3
Master's
null
16.724331
Rural
Comprehensive
null
18
527
5
2022-05-27 15:21:39.096739
Average
Yes
Monthly
Apartment
1,897
32,089
45
Female
null
Divorced
0
PhD
null
22.773283
Suburban
Basic
0
2
705
4
2023-11-05 15:21:39.233485
null
No
Daily
House
3,348
32,090
64
Male
18,227
Single
2
PhD
Self-Employed
22.122386
Suburban
Basic
1
6
716
9
2020-06-10 15:21:39.094752
Average
Yes
Weekly
Apartment
1,686
32,091
44
Male
20,372
Single
4
High School
null
36.583865
Rural
Basic
null
18
591
7
2021-04-30 15:21:39.090124
Good
No
Monthly
Condo
1,479
32,092
35
Male
128,944
Divorced
2
Master's
null
29.707743
Urban
Premium
null
13
378
9
2024-08-12 15:21:39.178717
Poor
Yes
Weekly
Apartment
226
32,093
22
Male
43,842
Divorced
0
Bachelor's
null
38.068457
Urban
Premium
null
4
826
7
2023-05-09 15:21:39.204790
Good
No
Weekly
Apartment
1,287
32,094
47
Male
1,807
Single
null
High School
Self-Employed
8.835955
Suburban
Comprehensive
1
19
null
1
2021-08-16 15:21:39.237118
Poor
Yes
Monthly
House
30
32,095
60
Male
5,829
Married
4
High School
null
26.819659
Rural
Basic
null
4
441
7
2023-03-04 15:21:39.146733
Poor
Yes
Daily
Condo
3,275
32,096
24
Male
18,076
Single
0
PhD
Employed
27.587985
Suburban
Comprehensive
2
5
632
5
2021-02-13 15:21:39.177724
Poor
Yes
Weekly
Condo
2,094
32,097
25
Male
2,551
Married
1
Master's
Employed
31.758879
Rural
Premium
2
0
792
3
2022-12-14 15:21:39.172097
Poor
No
Weekly
House
926
32,098
61
Male
14,983
Married
3
Master's
null
11.940502
Suburban
Basic
1
13
791
7
2019-08-17 15:21:39.167099
Poor
No
Rarely
House
2,559
32,099
39
Female
18,096
Divorced
1
Bachelor's
Employed
10.812061
Rural
Premium
null
5
605
5
2021-09-23 15:21:39.155231
Poor
No
Daily
House
718