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
26,800
56
Female
51,832
Married
4
Bachelor's
Employed
null
Suburban
Basic
null
17
null
3
2024-07-18 15:21:39.122134
Poor
No
Daily
Apartment
2,087
26,801
38
Male
3,712
Divorced
0
High School
Unemployed
55.1142
Rural
Comprehensive
0
14
636
6
2023-09-19 15:21:39.187211
Average
No
Weekly
Condo
1,671
26,802
30
Female
35,411
Divorced
4
PhD
null
null
Urban
Basic
1
14
595
2
2022-05-25 15:21:39.247098
Poor
No
Daily
Condo
34
26,803
20
Male
null
null
3
PhD
null
17.046785
Suburban
Basic
0
12
848
9
2023-06-29 15:21:39.248098
Average
Yes
Rarely
House
131
26,804
37
Female
24,752
Divorced
2
Bachelor's
Unemployed
3.07282
Rural
Premium
null
3
613
7
2022-06-18 15:21:39.175719
Average
Yes
Weekly
Apartment
1,104
26,805
53
Male
42,369
Married
4
High School
null
25.934398
Rural
Premium
1
19
716
4
2022-04-23 15:21:39.132191
Poor
Yes
Rarely
House
352
26,806
45
Female
1,813
Single
2
High School
Self-Employed
18.582779
Rural
Comprehensive
null
9
816
4
2021-09-04 15:21:39.184157
null
No
Monthly
House
513
26,807
37
Male
16,891
Single
2
High School
Unemployed
38.0778
Rural
Comprehensive
2
16
null
1
2019-08-22 15:21:39.080440
Good
No
Weekly
Condo
3,180
26,808
24
Male
77,948
Divorced
3
High School
Employed
40.341917
Urban
Premium
null
10
667
4
2023-09-07 15:21:39.285112
Good
Yes
Daily
Condo
247
26,809
50
Female
3,719
Married
2
PhD
null
null
Urban
Basic
1
0
705
2
2022-08-29 15:21:39.155231
Poor
No
Rarely
House
3,384
26,810
54
Male
20,983
Divorced
4
PhD
Self-Employed
20.012733
Urban
Comprehensive
null
14
379
7
2022-10-24 15:21:39.199447
Poor
No
Weekly
Apartment
39
26,811
39
Female
131,853
Single
2
High School
null
25.985517
Suburban
Basic
null
14
388
3
2024-01-02 15:21:39.082499
Poor
No
Monthly
Condo
822
26,812
18
Male
15,123
Divorced
3
PhD
null
36.859249
Urban
Premium
1
6
743
6
2020-03-02 15:21:39.084065
null
No
Monthly
House
466
26,813
37
Female
9,094
Divorced
null
High School
Self-Employed
22.277924
Suburban
Comprehensive
0
16
641
2
2020-03-25 15:21:39.207847
Average
No
Weekly
Apartment
1,586
26,814
45
Male
45,318
Married
null
PhD
null
6.09651
Suburban
Premium
1
19
486
5
2023-07-26 15:21:39.155231
Poor
No
Rarely
Condo
2,385
26,815
18
Female
1,434
Married
4
Master's
Unemployed
33.004751
Suburban
Basic
0
17
695
9
2024-01-08 15:21:39.152732
null
Yes
Daily
House
885
26,816
42
Male
5,060
Married
2
Bachelor's
null
51.790531
Suburban
Comprehensive
1
18
433
8
2020-05-17 15:21:39.155231
Good
Yes
Monthly
House
712
26,817
56
Female
23,142
Single
3
High School
Self-Employed
28.88237
Rural
Premium
2
18
488
5
2020-04-07 15:21:39.121169
Good
No
Weekly
Condo
1,089
26,818
21
Male
10,284
Divorced
4
Master's
Unemployed
11.539322
Rural
Basic
1
5
652
1
2021-07-17 15:21:39.237118
Average
Yes
Rarely
Apartment
1,590
26,819
44
Female
30,894
Single
3
High School
null
19.012759
Urban
Comprehensive
null
19
441
9
2022-12-22 15:21:39.122134
Poor
No
Weekly
House
1,224
26,820
null
Male
4,570
Single
2
PhD
Employed
41.556316
Suburban
Comprehensive
2
11
379
7
2022-10-23 15:21:39.276901
Average
Yes
Daily
Apartment
1,463
26,821
56
Male
111,431
Single
4
PhD
Unemployed
27.690631
Suburban
Premium
0
11
314
3
2019-09-18 15:21:39.206847
Poor
No
Weekly
Condo
132
26,822
54
Female
9,546
Single
0
High School
Employed
5.824657
Suburban
Premium
0
13
null
4
2019-09-13 15:21:39.170099
Poor
No
Monthly
Apartment
741
26,823
33
Female
18,380
Divorced
2
High School
Employed
25.279921
Rural
Basic
null
9
332
3
2023-11-16 15:21:39.092127
Poor
Yes
Daily
Condo
469
26,824
64
Male
397
Single
1
Bachelor's
null
42.451829
Suburban
Comprehensive
1
2
576
3
2020-06-12 15:21:39.237118
null
Yes
Monthly
House
1,122
26,825
38
Male
29,862
Married
2
PhD
null
18.896441
Suburban
Comprehensive
2
6
785
2
2020-06-10 15:21:39.176717
Good
Yes
Weekly
House
803
26,826
47
Male
5,892
Divorced
2
Master's
null
33.018746
Suburban
Premium
1
19
690
2
2020-08-23 15:21:39.134960
Average
Yes
Monthly
Condo
696
26,827
53
Male
8,713
Married
3
High School
null
26.253626
Urban
Comprehensive
null
18
518
6
2023-04-28 15:21:39.237118
Average
No
Daily
Condo
41
26,828
20
Male
12,309
Divorced
3
High School
Employed
41.944208
Rural
Basic
1
18
743
3
2021-08-14 15:21:39.130190
Average
No
Rarely
Apartment
702
26,829
33
Female
10,095
Single
3
PhD
Unemployed
32.838509
Rural
Basic
0
8
818
8
2022-06-07 15:21:39.206847
Good
No
Monthly
Apartment
101
26,830
42
Male
54,418
Divorced
3
High School
Employed
14.965844
Rural
Comprehensive
1
11
328
9
2021-12-25 15:21:39.172097
Poor
Yes
Monthly
House
1,031
26,831
null
Male
25,166
Single
3
PhD
Employed
42.80277
Urban
Basic
1
17
561
6
2019-10-31 15:21:39.155231
Poor
Yes
Rarely
House
452
26,832
25
Male
56,739
Divorced
3
PhD
null
16.07302
Urban
Comprehensive
0
6
782
9
2020-04-06 15:21:39.184157
Poor
No
Daily
House
101
26,833
61
Female
31,888
Divorced
1
Master's
Employed
20.757056
Rural
Basic
0
7
350
9
2023-05-01 15:21:39.228521
Average
No
Monthly
Apartment
3,161
26,834
42
Male
16,094
Single
0
High School
Employed
24.268826
Urban
Premium
1
4
595
6
2020-08-07 15:21:39.226954
Average
Yes
Monthly
Apartment
975
26,835
40
Male
3,940
Divorced
0
High School
null
35.88127
Rural
Premium
null
4
301
5
2019-11-12 15:21:39.185215
Average
Yes
Monthly
Apartment
1,420
26,836
52
Male
14,983
Divorced
2
PhD
Employed
10.908734
Suburban
Comprehensive
null
3
479
2
2020-05-19 15:21:39.194829
Good
Yes
Daily
Apartment
1,631
26,837
null
Male
29,917
Single
null
PhD
Self-Employed
19.489525
Urban
Premium
4
15
402
9
2023-04-28 15:21:39.261856
Good
Yes
Weekly
House
1,398
26,838
61
Male
43,475
Married
4
High School
null
24.84846
Suburban
Comprehensive
null
13
658
8
2022-03-30 15:21:39.134960
Average
No
Weekly
Apartment
803
26,839
29
Male
16,892
Divorced
0
PhD
Unemployed
22.17124
Suburban
Premium
1
10
569
2
2019-09-14 15:21:39.197445
Good
No
Monthly
Apartment
941
26,840
55
Female
30,450
Married
2
High School
null
28.285819
Urban
Premium
1
11
652
3
2024-03-31 15:21:39.132191
Average
Yes
Weekly
House
130
26,841
62
Male
47,492
Divorced
3
Master's
Self-Employed
45.992353
Suburban
Comprehensive
2
12
626
4
2022-12-24 15:21:39.288099
Good
Yes
Monthly
House
30
26,842
64
Female
54,719
Divorced
3
High School
null
27.261052
Urban
Comprehensive
0
10
421
9
2023-05-20 15:21:39.276901
Good
Yes
Weekly
Apartment
861
26,843
19
Male
92,027
Married
1
Master's
Unemployed
24.284063
Suburban
Basic
null
17
null
6
2024-05-14 15:21:39.237118
Poor
No
Weekly
Condo
130
26,844
18
Male
40,485
Divorced
null
PhD
Unemployed
20.619137
Rural
Basic
0
10
644
7
2023-11-16 15:21:39.237118
Average
No
Monthly
Apartment
2,486
26,845
40
Female
41,616
Divorced
4
Master's
Self-Employed
27.947424
Urban
Comprehensive
null
6
530
8
2022-11-25 15:21:39.192212
Poor
No
Rarely
Condo
4,052
26,846
57
Male
14,694
Single
2
PhD
Employed
15.858917
Rural
Premium
1
7
573
8
2023-01-06 15:21:39.097737
Poor
No
Rarely
House
285
26,847
19
Female
16,994
Divorced
0
PhD
null
50.532605
Suburban
Basic
0
15
613
8
2021-06-18 15:21:39.120168
Poor
Yes
Weekly
Condo
532
26,848
60
Male
19,045
Married
2
High School
null
13.803998
Suburban
Premium
1
0
656
7
2024-04-12 15:21:39.114118
Good
Yes
Weekly
Condo
667
26,849
27
Male
27,299
Divorced
0
Bachelor's
Unemployed
24.907974
Rural
Basic
0
10
656
9
2024-05-16 15:21:39.118178
Poor
Yes
Weekly
Condo
1,181
26,850
22
Female
5,831
Married
0
Bachelor's
Self-Employed
19.749503
Suburban
Premium
1
0
462
4
2024-08-06 15:21:39.185215
Average
No
Monthly
Apartment
507
26,851
57
Male
15,126
Married
3
Master's
Unemployed
9.907187
Urban
Basic
1
6
null
4
2022-11-28 15:21:39.282785
null
Yes
Weekly
Apartment
25
26,852
34
Female
24,286
Single
4
High School
Unemployed
16.097095
Rural
Basic
null
18
439
5
2021-03-21 15:21:39.134960
null
Yes
Weekly
Condo
497
26,853
40
Female
2,414
Married
null
PhD
Unemployed
9.493594
Rural
Premium
4
7
743
1
2021-06-13 15:21:39.126661
Average
Yes
Weekly
Condo
1,747
26,854
46
Female
2,415
Single
3
Master's
null
null
Rural
Basic
null
16
751
3
2022-05-10 15:21:39.093681
Good
Yes
Rarely
House
478
26,855
39
Male
1,480
Single
3
Bachelor's
Unemployed
17.865612
Rural
Basic
0
7
568
5
2022-12-29 15:21:39.155231
Average
Yes
Monthly
Apartment
2,295
26,856
28
Male
27,499
Single
1
Master's
Self-Employed
22.094762
Suburban
Basic
null
11
826
8
2021-04-17 15:21:39.105504
Poor
Yes
Rarely
Condo
111
26,857
48
Female
9,637
Single
2
Master's
Self-Employed
36.275029
Urban
Comprehensive
1
18
538
2
2024-04-22 15:21:39.099739
Poor
Yes
Rarely
Condo
1,146
26,858
56
Female
141,844
Divorced
0
Master's
Self-Employed
18.164532
Rural
Comprehensive
0
16
null
4
2019-09-21 15:21:39.272456
Average
Yes
Monthly
Apartment
30
26,859
61
Female
5,852
Single
0
Bachelor's
Unemployed
7.795811
Rural
Premium
1
19
null
4
2022-09-13 15:21:39.155231
Average
No
Rarely
House
2,054
26,860
39
Female
17,087
Married
3
Bachelor's
Employed
25.049786
Suburban
Comprehensive
2
15
568
5
2021-09-19 15:21:39.155231
Good
No
Daily
Condo
922
26,861
53
Female
123,065
Divorced
null
Master's
Self-Employed
19.92869
Urban
Premium
null
3
408
7
2024-02-21 15:21:39.150730
Poor
Yes
Daily
House
487
26,862
23
Male
39,744
Single
4
Master's
Self-Employed
7.935607
Suburban
Premium
0
5
707
2
2020-02-12 15:21:39.134960
Poor
No
Weekly
Condo
817
26,863
47
Female
38,324
Married
3
Bachelor's
Employed
10.246511
Rural
Comprehensive
0
13
738
7
2022-04-06 15:21:39.180553
Good
No
Rarely
Condo
498
26,864
48
Male
44,913
Divorced
0
Master's
Employed
50.29115
Suburban
Comprehensive
null
1
null
5
2023-11-12 15:21:39.257696
Poor
Yes
Daily
Condo
1,287
26,865
50
Male
63,917
Divorced
1
Bachelor's
Self-Employed
33.491122
Rural
Basic
1
14
439
4
2023-09-20 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,587
26,866
33
Female
94,556
Married
3
Master's
Self-Employed
null
Suburban
Premium
2
4
596
8
2020-04-09 15:21:39.112553
Average
No
Weekly
Apartment
25
26,867
61
Female
16,629
Divorced
3
Master's
null
26.845988
Urban
Comprehensive
0
12
353
4
2022-12-14 15:21:39.233998
Poor
No
Daily
Condo
1,233
26,868
22
Female
16,862
Single
4
Master's
null
45.564386
Rural
Comprehensive
1
5
552
9
2023-07-28 15:21:39.185215
Good
Yes
Rarely
Apartment
830
26,869
47
Male
29,096
Single
1
PhD
null
18.827553
Suburban
Comprehensive
0
5
613
9
2020-09-14 15:21:39.155231
Poor
No
Rarely
Condo
1,233
26,870
33
Male
1,678
Single
1
Master's
null
22.73581
Urban
Basic
1
3
446
8
2023-12-13 15:21:39.230483
Average
Yes
Rarely
House
818
26,871
40
Female
4,465
Single
1
Master's
Self-Employed
22.320023
Rural
Premium
null
4
832
7
2019-08-25 15:21:39.105504
null
Yes
Daily
House
130
26,872
57
Female
null
Single
1
PhD
Self-Employed
49.719929
Rural
Premium
null
2
358
5
2022-03-17 15:21:39.220389
Poor
No
Daily
Condo
1,534
26,873
55
Female
29,063
Married
0
PhD
Self-Employed
10.715376
Suburban
Premium
2
9
788
6
2020-04-13 15:21:39.155231
Good
Yes
Rarely
Condo
977
26,874
52
Male
17,086
Married
4
PhD
Self-Employed
36.664901
Urban
Premium
0
15
566
3
2022-11-12 15:21:39.281787
Average
Yes
Daily
Apartment
1,686
26,875
37
Male
16,097
Divorced
2
Master's
Self-Employed
20.447946
Suburban
Basic
null
4
null
1
2022-08-13 15:21:39.278402
Poor
No
Monthly
Condo
653
26,876
32
Male
43,884
Divorced
4
High School
Unemployed
11.257929
Suburban
Comprehensive
2
0
null
6
2024-07-17 15:21:39.192212
Poor
Yes
Rarely
Condo
1,071
26,877
49
Female
5,979
Single
1
High School
null
24.167898
Urban
Comprehensive
0
9
602
1
2020-04-15 15:21:39.170099
Average
No
Monthly
House
1,534
26,878
61
Male
1,885
Divorced
0
PhD
Employed
28.159716
Rural
Basic
0
19
822
7
2020-01-10 15:21:39.155231
Poor
Yes
Weekly
Apartment
29
26,879
37
Male
16,073
Divorced
0
Master's
null
9.719742
Suburban
Comprehensive
1
19
607
8
2023-06-22 15:21:39.228521
Average
No
Rarely
House
1,756
26,880
32
Female
56,621
Single
3
High School
null
38.812263
Suburban
Premium
null
10
662
9
2019-09-21 15:21:39.224915
Poor
Yes
Rarely
Apartment
165
26,881
39
Female
37,899
Single
2
Master's
Employed
10.926775
Suburban
Premium
0
0
539
6
2021-03-25 15:21:39.273454
Poor
No
Daily
House
839
26,882
25
Female
933
Divorced
4
High School
Unemployed
20.938259
Rural
Premium
0
13
488
8
2023-07-18 15:21:39.134960
Average
Yes
Weekly
Apartment
871
26,883
50
Male
null
Single
4
PhD
Employed
24.33209
Rural
Premium
1
12
400
6
2024-01-04 15:21:39.261856
Average
Yes
Weekly
Apartment
1,601
26,884
39
Male
31,006
Divorced
1
PhD
Employed
9.242758
Urban
Premium
null
18
709
8
2022-08-18 15:21:39.122134
Poor
Yes
Daily
Apartment
1,559
26,885
null
Female
3,528
Married
1
Bachelor's
Employed
13.792849
Rural
Basic
0
11
306
9
2019-09-03 15:21:39.208842
null
No
Daily
Apartment
1,334
26,886
61
Female
23,593
Divorced
4
PhD
Unemployed
7.942943
Suburban
Premium
1
16
397
1
2020-07-25 15:21:39.155231
Average
No
Rarely
House
2,872
26,887
46
Male
11,513
Married
1
Bachelor's
Employed
12.516701
Rural
Comprehensive
2
18
788
3
2022-04-03 15:21:39.213373
Poor
Yes
Daily
House
1,696
26,888
19
Female
1,349
Divorced
null
PhD
Unemployed
32.817496
Rural
Premium
0
1
713
7
2022-05-31 15:21:39.180553
Average
No
Monthly
Apartment
3,417
26,889
34
Female
36,031
Divorced
0
PhD
Employed
32.817488
Urban
Comprehensive
0
4
706
4
2022-09-03 15:21:39.167099
Good
Yes
Monthly
Apartment
157
26,890
41
Male
115,851
Divorced
1
Bachelor's
Unemployed
49.543998
Urban
Basic
null
9
565
4
2022-07-04 15:21:39.224915
Good
Yes
Rarely
Condo
3,547
26,891
46
Female
null
Divorced
2
Master's
Employed
26.788372
Suburban
Premium
null
10
null
8
2024-07-23 15:21:39.098696
Poor
No
Monthly
House
393
26,892
null
Female
118,031
Single
3
Bachelor's
Self-Employed
null
Suburban
Comprehensive
0
2
417
4
2020-05-03 15:21:39.126661
Poor
Yes
Weekly
Condo
1,040
26,893
30
Female
93,558
Divorced
0
Bachelor's
Unemployed
3.599533
Urban
Premium
null
4
447
6
2021-01-10 15:21:39.237118
Good
No
Daily
House
2,154
26,894
25
Male
1,997
Married
1
High School
Self-Employed
17.16203
Rural
Premium
0
15
590
3
2021-10-03 15:21:39.237118
Good
No
Daily
House
3,851
26,895
41
Female
142,752
Married
0
Master's
null
36.704551
Suburban
Basic
2
19
653
7
2021-10-15 15:21:39.080440
null
No
Monthly
Apartment
1,032
26,896
60
Female
6,815
Single
3
Master's
Self-Employed
19.693645
Suburban
Comprehensive
null
7
676
8
2020-05-26 15:21:39.095696
Poor
No
Monthly
House
1,188
26,897
56
Male
9,104
Divorced
null
PhD
Unemployed
40.711465
Rural
Basic
null
13
470
8
2023-12-17 15:21:39.187211
Average
No
Monthly
Condo
1,619
26,898
59
Male
17,053
Divorced
4
High School
Unemployed
34.926323
Urban
Basic
0
17
639
6
2024-06-27 15:21:39.155231
Average
Yes
Weekly
Apartment
842
26,899
54
Male
39,769
Married
3
PhD
Unemployed
8.096343
Rural
Basic
1
17
567
8
2023-01-06 15:21:39.134960
Poor
Yes
Weekly
Condo
663