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
22,900
38
Male
18,340
Single
null
Bachelor's
null
26.637606
Urban
Comprehensive
null
12
810
1
2024-05-21 15:21:39.250151
Average
No
Weekly
House
2,893
22,901
59
Male
90,857
Single
4
High School
Employed
24.883849
Urban
Basic
1
2
410
2
2020-09-30 15:21:39.237118
Average
No
Weekly
House
508
22,902
61
Female
4,726
Divorced
1
Bachelor's
Self-Employed
35.296026
Suburban
Basic
null
11
422
5
2021-05-29 15:21:39.155231
Good
No
Weekly
House
1,119
22,903
29
Male
12,983
Divorced
1
Master's
Self-Employed
null
Suburban
Premium
2
14
434
2
2021-03-29 15:21:39.148733
Poor
No
Weekly
Apartment
739
22,904
47
Female
2,669
Single
4
High School
null
37.038408
Suburban
Comprehensive
1
7
null
8
2020-04-28 15:21:39.223390
Good
No
Rarely
Apartment
38
22,905
57
Female
9,071
Divorced
2
Bachelor's
Employed
10.33544
Suburban
Comprehensive
1
5
772
3
2020-12-13 15:21:39.175719
Good
Yes
Monthly
Apartment
880
22,906
52
Female
88,066
Single
2
High School
Employed
31.331074
Urban
Basic
null
19
388
2
2021-05-01 15:21:39.228521
Poor
No
Rarely
Apartment
392
22,907
50
Female
90,872
Married
4
PhD
null
27.892327
Urban
Basic
1
15
336
6
2021-03-09 15:21:39.282785
Poor
Yes
Daily
Condo
1,613
22,908
52
Female
9,244
Married
3
Master's
null
15.582581
Suburban
Basic
1
9
543
4
2021-03-17 15:21:39.176717
Poor
No
Daily
House
1,140
22,909
42
Female
20,597
Divorced
1
High School
Unemployed
12.838163
Suburban
Basic
null
9
613
4
2020-12-02 15:21:39.148733
Poor
Yes
Monthly
Condo
1,994
22,910
30
Male
17,768
Divorced
1
Master's
Unemployed
36.824922
Rural
Basic
null
5
613
4
2021-03-07 15:21:39.208842
Average
Yes
Daily
Apartment
1,136
22,911
25
Female
39,365
Married
4
Bachelor's
Self-Employed
9.884978
Urban
Comprehensive
1
11
null
4
2019-11-27 15:21:39.134960
Good
No
Weekly
Condo
33
22,912
31
Male
24,682
Married
1
Master's
Employed
44.792797
Urban
Basic
2
6
438
9
2022-01-13 15:21:39.248098
Average
No
Monthly
Apartment
437
22,913
22
Male
38,482
Married
3
Bachelor's
Unemployed
30.038527
Suburban
Comprehensive
0
15
599
2
2020-05-06 15:21:39.118178
Average
No
Daily
Condo
310
22,914
null
Female
16,095
Divorced
0
Master's
Employed
13.682683
Suburban
Premium
0
1
473
7
2022-04-09 15:21:39.192212
Good
Yes
Weekly
Apartment
152
22,915
50
Female
20,348
Divorced
4
Bachelor's
Employed
20.357835
Urban
Premium
0
14
null
5
2023-01-02 15:21:39.289099
Good
No
Weekly
Apartment
23
22,916
18
Male
6,818
Single
3
High School
Unemployed
9.992503
Rural
Comprehensive
1
3
684
3
2020-01-03 15:21:39.155231
Poor
Yes
Weekly
House
2,744
22,917
52
Male
36,517
Divorced
1
Master's
Employed
4.233655
Rural
Basic
2
15
694
7
2024-03-29 15:21:39.177724
Average
Yes
Daily
Condo
1,636
22,918
52
Male
45,908
Divorced
4
PhD
Employed
null
Suburban
Premium
1
0
729
2
2022-03-30 15:21:39.104139
Poor
No
Monthly
House
1,542
22,919
21
Female
66,762
Married
null
Master's
null
15.024561
Suburban
Basic
0
17
349
5
2021-01-29 15:21:39.237118
Average
No
Monthly
Apartment
1,126
22,920
34
Female
1,328
Single
1
High School
Unemployed
null
Urban
Comprehensive
null
3
708
5
2020-11-24 15:21:39.248098
Good
Yes
Rarely
Condo
523
22,921
30
Male
77,336
Married
0
Bachelor's
Unemployed
31.482898
Rural
Premium
0
5
767
9
2021-03-02 15:21:39.155231
Good
No
Weekly
House
369
22,922
22
Female
24,791
Married
1
High School
Self-Employed
28.858961
Urban
Premium
1
18
558
1
2023-06-14 15:21:39.097737
Good
Yes
Rarely
Condo
2,134
22,923
60
Male
39,155
Married
4
PhD
Employed
26.33788
Suburban
Premium
0
13
816
2
2023-06-23 15:21:39.147735
Good
Yes
Daily
House
1,490
22,924
49
Male
1,179
Divorced
null
High School
Unemployed
null
Suburban
Basic
0
5
779
3
2020-06-16 15:21:39.155231
Good
Yes
Daily
Condo
45
22,925
20
Male
13,991
Married
1
Master's
Employed
37.865251
Urban
Comprehensive
0
1
668
3
2023-08-10 15:21:39.180553
Average
No
Daily
Apartment
197
22,926
27
Female
1,408
Divorced
3
High School
null
46.722122
Rural
Comprehensive
null
15
387
9
2021-08-17 15:21:39.095696
Average
No
Monthly
House
2,268
22,927
58
Female
null
Divorced
2
High School
null
null
Suburban
Premium
0
4
410
8
2024-02-17 15:21:39.194829
Average
Yes
Weekly
Condo
639
22,928
30
Female
24,603
Single
4
High School
null
40.735257
Rural
Basic
0
8
807
4
2023-12-07 15:21:39.155231
Good
Yes
Weekly
House
799
22,929
58
Female
38,212
Single
null
PhD
null
null
Suburban
Comprehensive
1
9
658
8
2021-04-28 15:21:39.082499
Average
No
Daily
Condo
2,369
22,930
47
Male
917
Married
1
PhD
Self-Employed
49.848114
Suburban
Basic
0
5
849
4
2020-06-06 15:21:39.134960
null
Yes
Rarely
Condo
735
22,931
56
Male
10,862
Divorced
0
High School
null
36.681943
Suburban
Comprehensive
null
15
796
3
2022-06-11 15:21:39.155231
Poor
No
Monthly
Apartment
542
22,932
28
Male
12,984
Divorced
0
Master's
Employed
33.935
Urban
Comprehensive
1
11
null
3
2021-02-17 15:21:39.134960
Average
Yes
Weekly
Apartment
648
22,933
36
Male
131,643
Married
0
Master's
null
37.049721
Suburban
Basic
null
12
731
2
2024-01-23 15:21:39.085129
null
No
Monthly
Apartment
123
22,934
49
Female
123,066
Divorced
2
PhD
Unemployed
11.517465
Suburban
Basic
0
17
null
1
2019-12-22 15:21:39.290098
Poor
Yes
Rarely
Condo
2,029
22,935
47
Female
9,990
Married
1
Bachelor's
Self-Employed
45.764972
Rural
Premium
1
11
698
8
2023-03-13 15:21:39.237118
null
No
Daily
Apartment
2,045
22,936
28
Male
25,418
Divorced
0
Bachelor's
Unemployed
17.938219
Rural
Basic
0
2
354
8
2020-01-10 15:21:39.092127
Good
Yes
Weekly
House
1,358
22,937
56
Female
5,988
Divorced
4
High School
Unemployed
15.446086
Rural
Comprehensive
null
8
595
3
2020-04-27 15:21:39.217387
Poor
No
Monthly
House
659
22,938
57
Male
5,494
Married
0
Master's
null
39.769864
Suburban
Comprehensive
0
15
null
9
2022-05-27 15:21:39.134960
Average
Yes
Weekly
Apartment
626
22,939
34
Female
6,918
Divorced
1
High School
Unemployed
9.188979
Suburban
Comprehensive
null
6
673
7
2020-07-22 15:21:39.144722
Average
No
Weekly
Apartment
1,403
22,940
31
Female
2,832
Single
3
High School
null
16.07302
Rural
Basic
2
2
null
7
2021-02-22 15:21:39.237118
Good
Yes
Monthly
House
1,253
22,941
39
Female
69,979
Married
1
High School
null
16.391364
Urban
Basic
null
16
492
3
2020-07-06 15:21:39.105504
Good
No
Daily
House
2,636
22,942
47
Female
8,063
Married
1
High School
Employed
24.567497
Rural
Comprehensive
0
17
624
4
2021-04-06 15:21:39.134960
Poor
Yes
Weekly
Condo
793
22,943
39
Male
14,073
Married
4
High School
null
23.957533
Suburban
Premium
2
4
null
7
2020-07-24 15:21:39.261856
Average
Yes
Monthly
Apartment
476
22,944
32
Female
12,061
Single
null
PhD
Self-Employed
38.806896
Urban
Premium
0
6
393
4
2020-07-21 15:21:39.278402
Poor
No
Daily
Apartment
1,867
22,945
26
Female
31,079
Divorced
null
Bachelor's
Unemployed
22.979494
Suburban
Basic
0
5
787
3
2023-04-05 15:21:39.256696
Poor
Yes
Monthly
House
1,222
22,946
46
Female
149,858
Divorced
0
Bachelor's
Unemployed
50.46163
Suburban
Premium
null
1
447
1
2024-05-11 15:21:39.189223
Average
No
Rarely
Apartment
2,482
22,947
63
Male
43,435
Married
2
PhD
null
37.633917
Urban
Premium
null
15
773
7
2019-10-11 15:21:39.116179
Average
Yes
Daily
Apartment
609
22,948
19
Male
536
Single
4
PhD
Employed
null
Urban
Premium
1
7
null
2
2023-04-09 15:21:39.155231
Good
No
Monthly
House
819
22,949
26
Female
35,014
Married
2
PhD
null
34.426935
Urban
Basic
0
0
742
7
2022-03-01 15:21:39.149731
Good
Yes
Daily
Apartment
460
22,950
18
Female
4,917
Single
2
Bachelor's
Unemployed
38.81281
Rural
Premium
null
7
null
7
2024-07-19 15:21:39.210805
Poor
No
Monthly
House
4,914
22,951
62
Female
5,857
Married
0
Bachelor's
Employed
24.08427
Suburban
Premium
1
14
810
9
2023-05-27 15:21:39.191219
null
Yes
Weekly
House
1,646
22,952
45
Female
26,981
Divorced
2
High School
null
23.091711
Suburban
Premium
0
15
466
9
2021-11-27 15:21:39.134960
Poor
Yes
Daily
Apartment
2,401
22,953
51
Male
10,192
Married
4
High School
Employed
8.689427
Rural
Comprehensive
null
16
483
1
2021-10-20 15:21:39.134960
Average
No
Rarely
Apartment
484
22,954
45
Female
16,073
Single
0
Bachelor's
Employed
26.780194
Urban
Comprehensive
1
19
null
6
2021-02-06 15:21:39.134960
Average
No
Daily
Condo
2,066
22,955
46
Male
30,382
Single
2
PhD
Self-Employed
17.908445
Urban
Comprehensive
null
16
534
3
2020-11-10 15:21:39.254678
Poor
Yes
Rarely
House
962
22,956
60
Male
31,773
Single
4
Bachelor's
Employed
29.987833
Suburban
Premium
null
14
725
4
2021-01-10 15:21:39.283783
Average
Yes
Daily
Apartment
565
22,957
34
Female
39,731
Single
4
Master's
Self-Employed
10.93692
Urban
Basic
null
9
null
5
2022-05-03 15:21:39.155231
Average
Yes
Daily
Apartment
2,386
22,958
34
Female
80,760
Divorced
1
Bachelor's
Employed
49.333797
Suburban
Comprehensive
1
5
446
3
2020-02-15 15:21:39.134960
Average
Yes
Monthly
Apartment
461
22,959
20
Female
3,418
Divorced
3
High School
null
9.396773
Urban
Comprehensive
1
14
626
6
2020-04-30 15:21:39.187211
null
No
Daily
Apartment
1,733
22,960
45
Female
5,978
Married
3
Bachelor's
Self-Employed
27.772664
Rural
Premium
0
7
null
9
2021-12-17 15:21:39.286113
Average
No
Monthly
Apartment
547
22,961
28
Female
43,738
Married
3
Bachelor's
Self-Employed
31.6864
Urban
Premium
0
1
722
9
2021-09-18 15:21:39.083497
Average
Yes
Daily
House
582
22,962
28
Male
2,301
Divorced
1
Master's
Unemployed
12.983109
Rural
Basic
1
13
534
7
2019-10-28 15:21:39.288099
Average
Yes
Daily
Apartment
1,112
22,963
56
Male
1,612
Married
4
High School
Self-Employed
36.973011
Suburban
Basic
null
12
415
5
2021-02-04 15:21:39.273973
Poor
No
Rarely
Apartment
3,132
22,964
21
Male
127,913
Divorced
3
Bachelor's
null
13.029523
Suburban
Comprehensive
null
9
327
1
2022-12-10 15:21:39.097737
Poor
No
Rarely
House
1,590
22,965
35
Male
4,048
Single
0
Bachelor's
Employed
null
Urban
Premium
4
8
716
5
2020-05-11 15:21:39.134960
Poor
No
Weekly
Condo
1,035
22,966
43
Female
34,374
Married
1
Master's
Unemployed
28.146478
Urban
Comprehensive
null
11
507
9
2021-03-08 15:21:39.237118
Good
No
Monthly
Condo
463
22,967
54
Male
12,062
Divorced
2
Bachelor's
Self-Employed
8.689548
Urban
Comprehensive
null
15
528
7
2023-05-19 15:21:39.237118
Poor
No
Daily
Condo
474
22,968
20
Female
70,285
Single
0
High School
Employed
6.65882
Urban
Comprehensive
1
8
466
2
2024-02-13 15:21:39.237118
Good
No
Rarely
Condo
66
22,969
38
Male
2,415
Single
3
Bachelor's
Employed
49.982418
Rural
Premium
null
14
409
7
2019-10-19 15:21:39.188220
Good
No
Weekly
Apartment
485
22,970
55
Female
11,516
Divorced
4
High School
null
42.974117
Suburban
Premium
null
11
829
7
2021-11-20 15:21:39.267454
Good
Yes
Rarely
Apartment
662
22,971
58
Male
12,881
Divorced
3
PhD
Unemployed
28.828157
Urban
Basic
1
4
null
8
2020-01-04 15:21:39.087123
Poor
No
Daily
Condo
563
22,972
19
Male
30,450
Divorced
3
Bachelor's
null
25.542157
Urban
Basic
0
3
697
8
2023-01-17 15:21:39.125660
Good
Yes
Monthly
Apartment
1,409
22,973
26
Female
6,826
Married
3
Bachelor's
Unemployed
24.55499
Urban
Comprehensive
1
19
319
4
2022-01-02 15:21:39.281787
Average
No
Monthly
Apartment
1,057
22,974
32
Female
29,098
Single
0
PhD
Employed
13.622682
Urban
Basic
null
12
725
8
2021-06-03 15:21:39.237118
Average
No
Daily
Apartment
2,428
22,975
62
Female
28,266
Divorced
0
Bachelor's
Employed
30.682285
Rural
Basic
null
8
793
9
2019-09-10 15:21:39.143708
Poor
No
Daily
House
2,453
22,976
27
Male
19,454
Married
1
Bachelor's
Unemployed
20.773231
Urban
Comprehensive
1
1
null
4
2021-04-01 15:21:39.134960
Poor
No
Daily
Apartment
343
22,977
57
Male
807
Married
0
Master's
null
29.958407
Rural
Comprehensive
0
6
629
5
2021-09-13 15:21:39.220389
Poor
No
Weekly
Apartment
371
22,978
45
Female
38,480
Divorced
1
Bachelor's
Employed
24.165849
Suburban
Basic
null
2
681
3
2022-02-15 15:21:39.204790
Average
Yes
Rarely
Apartment
2,211
22,979
61
Male
24,552
Divorced
1
High School
Self-Employed
24.362543
Rural
Comprehensive
1
19
593
5
2019-12-01 15:21:39.172097
Good
Yes
Weekly
Apartment
942
22,980
28
Male
5,836
Single
2
PhD
Employed
34.168933
Rural
Comprehensive
1
18
643
4
2022-12-11 15:21:39.155231
Poor
Yes
Weekly
House
1,781
22,981
61
Female
15,107
Married
2
PhD
Unemployed
33.008059
Rural
Premium
1
12
null
7
2023-07-31 15:21:39.172097
Average
Yes
Rarely
Apartment
596
22,982
48
Female
83,394
Single
2
PhD
Unemployed
null
Suburban
Comprehensive
null
9
null
5
2023-07-30 15:21:39.134960
Average
No
Monthly
Condo
100
22,983
57
Male
33,805
Divorced
1
Bachelor's
Employed
23.818006
Urban
Basic
1
3
821
9
2024-06-12 15:21:39.145732
Average
Yes
Weekly
Condo
466
22,984
40
Male
92,970
Single
2
High School
Self-Employed
35.823334
Rural
Premium
0
14
646
8
2019-11-03 15:21:39.177724
Poor
No
Rarely
Condo
2,094
22,985
38
Male
122,555
Single
0
PhD
Unemployed
22.182224
Urban
Basic
null
7
443
6
2022-06-23 15:21:39.276901
Average
Yes
Daily
House
1,632
22,986
44
Female
5,935
Married
1
High School
Employed
17.857
Urban
Basic
1
8
638
5
2022-07-05 15:21:39.091080
Good
No
Daily
Condo
466
22,987
21
Male
46,624
Divorced
null
High School
Employed
24.769115
Suburban
Comprehensive
1
0
360
1
2023-03-11 15:21:39.155231
Poor
No
Rarely
House
803
22,988
38
Male
2,753
Divorced
0
Master's
Employed
36.08432
Suburban
Basic
2
19
602
9
2023-08-31 15:21:39.094752
Good
No
Rarely
House
508
22,989
27
Male
40,217
Divorced
1
Bachelor's
Self-Employed
34.483977
Rural
Basic
0
15
696
2
2020-03-07 15:21:39.250151
Poor
No
Monthly
House
3,259
22,990
50
Female
9,534
Married
4
Master's
null
17.715183
Suburban
Premium
0
6
671
3
2021-06-09 15:21:39.155231
Poor
Yes
Monthly
Apartment
710
22,991
63
Female
17,091
Married
4
High School
Unemployed
36.858007
Suburban
Comprehensive
0
17
641
4
2020-01-21 15:21:39.084065
Average
Yes
Daily
House
468
22,992
60
Male
18,869
Single
4
Master's
null
44.030702
Urban
Comprehensive
null
6
694
3
2021-10-25 15:21:39.235012
Good
No
Weekly
Condo
1,479
22,993
44
Female
49,738
Single
0
High School
Employed
11.527136
Urban
Premium
1
6
667
6
2022-05-05 15:21:39.180553
Poor
Yes
Monthly
House
100
22,994
31
Male
71,035
Married
2
High School
Unemployed
38.790567
Suburban
Premium
1
8
441
6
2023-10-29 15:21:39.288099
Poor
Yes
Weekly
Apartment
2,113
22,995
29
Female
26,981
Married
0
Bachelor's
Unemployed
14.282922
Rural
Premium
null
9
803
9
2022-04-23 15:21:39.186212
Average
No
Weekly
Condo
476
22,996
34
Female
15,774
Single
3
High School
Unemployed
10.001629
Rural
Premium
2
9
841
2
2021-05-16 15:21:39.155231
Good
No
Monthly
House
48
22,997
23
Male
108,775
Married
0
Bachelor's
null
52.619801
Urban
Premium
null
15
824
2
2020-05-20 15:21:39.155231
Poor
Yes
Daily
Condo
1,203
22,998
28
Male
43,472
Married
2
Bachelor's
Unemployed
19.734683
Suburban
Premium
null
10
637
6
2022-03-23 15:21:39.093681
Poor
Yes
Weekly
Condo
1,336
22,999
64
Female
72,285
Divorced
3
PhD
null
32.957001
Suburban
Basic
2
7
621
3
2023-05-17 15:21:39.092127
Poor
Yes
Rarely
House
26