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
27,800
39
Male
15,990
Married
3
High School
Employed
30.04955
Urban
Comprehensive
1
18
385
7
2021-10-27 15:21:39.101733
Average
Yes
Rarely
House
2,223
27,801
62
Female
59,131
Married
1
PhD
Unemployed
12.457061
Urban
Basic
2
9
631
1
2020-01-17 15:21:39.286113
Good
Yes
Weekly
Condo
165
27,802
33
Male
32,751
Divorced
2
Bachelor's
Unemployed
13.704051
Urban
Premium
1
16
786
3
2023-04-23 15:21:39.197445
Poor
No
Weekly
Apartment
851
27,803
64
Male
5,079
Divorced
0
PhD
Employed
null
Urban
Premium
1
9
441
8
2023-01-26 15:21:39.116179
Good
Yes
Daily
House
34
27,804
20
Female
37,412
Married
4
PhD
Employed
11.766224
Suburban
Basic
null
7
796
6
2020-06-24 15:21:39.188220
Good
Yes
Daily
Apartment
809
27,805
64
Male
717
Single
null
PhD
Employed
13.657812
Rural
Premium
1
10
393
3
2024-01-14 15:21:39.155231
Average
Yes
Weekly
Condo
724
27,806
26
Female
34,803
Single
4
Master's
Employed
30.251801
Suburban
Basic
1
11
778
1
2022-11-29 15:21:39.098696
Average
No
Monthly
House
1,012
27,807
19
Male
4,828
Divorced
3
PhD
Employed
28.994428
Urban
Basic
null
5
547
1
2021-02-04 15:21:39.247098
Good
No
Monthly
Apartment
2,220
27,808
50
Female
3,594
Divorced
2
PhD
Employed
33.231145
Urban
Comprehensive
null
5
731
1
2024-02-10 15:21:39.091080
null
Yes
Rarely
Apartment
1,045
27,809
37
Male
3,076
Divorced
3
PhD
Unemployed
null
Urban
Basic
0
19
516
7
2024-03-23 15:21:39.175719
Average
No
Monthly
House
513
27,810
38
Female
497
Married
3
High School
Employed
4.01773
Suburban
Basic
null
16
419
2
2023-12-30 15:21:39.192212
Good
Yes
Weekly
Apartment
2,212
27,811
43
Female
39,275
Single
1
High School
Employed
15.827977
Suburban
Basic
null
15
479
5
2021-06-12 15:21:39.213373
Good
Yes
Rarely
Apartment
694
27,812
38
Male
24,140
Single
2
Bachelor's
Self-Employed
7.46072
Suburban
Basic
1
13
668
9
2022-04-29 15:21:39.233998
Good
No
Monthly
Condo
505
27,813
37
Male
5,513
Married
2
High School
Unemployed
4.31987
Urban
Premium
null
16
783
5
2023-06-10 15:21:39.170099
Average
Yes
Daily
Condo
627
27,814
26
Female
29,095
Divorced
1
High School
null
34.57853
Rural
Premium
null
19
615
7
2024-07-31 15:21:39.134960
Average
No
Daily
House
454
27,815
54
Female
32,020
Single
1
PhD
null
37.065427
Suburban
Basic
null
11
775
3
2022-08-03 15:21:39.194829
Poor
Yes
Daily
House
303
27,816
55
Male
4,617
Married
null
Master's
Self-Employed
42.638403
Suburban
Premium
1
6
394
6
2021-08-23 15:21:39.231531
Average
No
Rarely
Condo
1,075
27,817
55
Female
30,789
Single
0
Master's
Self-Employed
5.606055
Suburban
Premium
null
17
586
4
2022-06-12 15:21:39.185215
Average
Yes
Daily
House
807
27,818
48
Female
14,018
Divorced
2
Master's
Employed
30.893629
Suburban
Basic
1
2
758
7
2022-04-15 15:21:39.247098
Poor
No
Rarely
House
942
27,819
27
Male
62,782
Divorced
1
Bachelor's
Self-Employed
10.908585
Rural
Comprehensive
null
3
817
3
2020-04-19 15:21:39.265513
Good
No
Weekly
Apartment
186
27,820
29
Female
36,250
Single
0
Bachelor's
Unemployed
18.403875
Urban
Premium
0
17
548
3
2023-11-02 15:21:39.269494
Good
Yes
Rarely
Condo
322
27,821
34
Female
29,095
Divorced
4
High School
Unemployed
13.638448
Rural
Basic
1
12
721
2
2022-05-04 15:21:39.254678
Poor
No
Monthly
Apartment
1,479
27,822
61
Male
24,981
Divorced
4
Master's
Unemployed
9.067705
Urban
Basic
null
1
468
9
2021-06-09 15:21:39.198406
Poor
No
Daily
Condo
1,233
27,823
63
Male
45,754
Single
1
Bachelor's
Employed
29.820025
Rural
Basic
null
6
586
7
2023-01-17 15:21:39.149731
Average
No
Rarely
House
916
27,824
36
Male
null
Divorced
4
Master's
null
null
Rural
Premium
0
18
437
2
2020-01-04 15:21:39.134960
Poor
Yes
Monthly
Apartment
793
27,825
32
Male
2,499
Married
1
High School
null
38.749291
Urban
Basic
null
9
485
6
2019-09-14 15:21:39.167099
Average
Yes
Rarely
Condo
2,456
27,826
58
Female
111,901
Single
3
Bachelor's
Unemployed
28.922125
Urban
Basic
null
0
627
8
2019-12-26 15:21:39.211806
Poor
No
Daily
Condo
24
27,827
20
Female
101
Single
2
Bachelor's
Unemployed
34.136069
Urban
Premium
2
4
487
7
2023-01-23 15:21:39.111551
Poor
No
Daily
Condo
559
27,828
20
Female
25,680
Divorced
null
Master's
null
36.871224
Rural
Basic
null
7
554
1
2021-10-29 15:21:39.194829
Average
Yes
Monthly
Condo
2,097
27,829
50
Male
38,217
Divorced
4
Bachelor's
null
28.780514
Rural
Premium
1
15
530
5
2023-11-16 15:21:39.199447
Good
Yes
Weekly
Condo
1,356
27,830
61
Male
28,337
Single
null
PhD
Unemployed
20.005952
Rural
Basic
1
15
322
9
2022-11-30 15:21:39.224915
Average
Yes
Weekly
Apartment
1,492
27,831
22
Male
null
Single
0
Bachelor's
null
29.027345
Urban
Basic
1
12
329
9
2022-09-16 15:21:39.120168
Poor
Yes
Daily
House
724
27,832
33
Female
10,088
Divorced
1
Bachelor's
null
33.518737
Rural
Comprehensive
0
19
null
7
2022-12-14 15:21:39.111551
Poor
No
Monthly
Apartment
699
27,833
59
Male
20,242
Divorced
3
High School
Employed
25.817044
Urban
Basic
3
5
534
4
2023-03-22 15:21:39.207847
Poor
Yes
Monthly
House
1,664
27,834
21
Male
6,322
Married
3
Bachelor's
Self-Employed
37.285965
Rural
Premium
4
9
422
6
2021-03-04 15:21:39.094752
Poor
Yes
Monthly
House
443
27,835
34
Male
15,679
Divorced
0
PhD
Unemployed
28.443866
Suburban
Premium
0
14
641
8
2021-12-05 15:21:39.125660
Average
No
Monthly
Apartment
2,670
27,836
39
Female
105,711
Single
3
High School
Employed
6.278418
Suburban
Premium
null
18
398
5
2024-07-21 15:21:39.264504
Poor
No
Daily
House
450
27,837
null
Female
15,791
Married
4
Master's
null
23.126831
Rural
Comprehensive
null
8
574
4
2023-12-06 15:21:39.098696
Average
No
Monthly
House
1,867
27,838
28
Male
70,501
Divorced
2
Bachelor's
Employed
43.681109
Urban
Comprehensive
1
2
649
3
2019-09-12 15:21:39.278402
Good
Yes
Daily
Condo
49
27,839
18
Male
5,711
Single
1
PhD
Self-Employed
14.843646
Rural
Premium
2
4
null
9
2021-10-21 15:21:39.237118
Poor
No
Daily
House
686
27,840
42
Female
6,875
Single
2
High School
Self-Employed
17.664793
Urban
Basic
0
19
757
7
2021-05-17 15:21:39.194829
Poor
No
Monthly
Condo
1,823
27,841
31
Male
45,388
Married
4
Master's
Unemployed
14.484483
Suburban
Premium
0
7
664
9
2024-02-16 15:21:39.105504
Good
No
Daily
House
441
27,842
36
Male
39,467
Married
0
Master's
Employed
15.908225
Suburban
Basic
2
19
null
9
2023-09-08 15:21:39.134960
Average
No
Daily
Condo
1,116
27,843
61
Female
1,181
Single
3
Bachelor's
Self-Employed
17.072383
Suburban
Basic
null
5
831
8
2022-07-16 15:21:39.221386
Poor
Yes
Monthly
Apartment
2,095
27,844
43
Female
924
Divorced
1
PhD
null
15.607327
Rural
Comprehensive
1
2
497
5
2021-05-21 15:21:39.089116
null
No
Weekly
Apartment
1,672
27,845
47
Male
146,877
Divorced
null
High School
null
21.981318
Rural
Premium
3
4
809
8
2023-10-08 15:21:39.268507
Poor
Yes
Rarely
Condo
2,461
27,846
51
Male
17,984
Married
2
High School
Unemployed
40.010935
Rural
Basic
1
8
596
6
2020-07-31 15:21:39.231531
Good
No
Rarely
Condo
1,053
27,847
25
Female
43,977
Divorced
1
Master's
Self-Employed
44.566027
Suburban
Premium
null
0
587
1
2019-09-28 15:21:39.115178
Average
No
Weekly
House
1,071
27,848
64
Female
45,930
Divorced
2
Master's
null
36.058458
Rural
Basic
null
18
587
3
2019-08-26 15:21:39.174719
Poor
Yes
Daily
Condo
892
27,849
64
Female
1,460
Divorced
null
Bachelor's
null
null
Suburban
Basic
3
2
301
7
2020-09-29 15:21:39.290098
Good
Yes
Rarely
House
1,306
27,850
32
Male
23,584
Divorced
3
High School
Unemployed
21.782899
Suburban
Premium
null
5
526
8
2019-10-07 15:21:39.152732
Average
Yes
Daily
Condo
1,104
27,851
59
Male
50,897
Single
4
Master's
Self-Employed
24.182012
Urban
Basic
0
12
336
9
2019-08-17 15:21:39.167099
Poor
No
Rarely
Condo
72
27,852
20
Female
141,480
Single
3
PhD
Employed
15.994636
Suburban
Basic
0
12
361
8
2022-01-04 15:21:39.128286
Average
Yes
Weekly
House
1,019
27,853
34
Female
96,831
Single
4
Master's
null
29.766334
Urban
Comprehensive
0
18
447
8
2022-01-12 15:21:39.090124
Good
Yes
Rarely
Apartment
887
27,854
53
Male
18,069
Divorced
0
High School
null
40.914483
Rural
Comprehensive
null
15
559
6
2021-07-06 15:21:39.252145
Poor
No
Daily
House
1,603
27,855
42
Female
59,407
Married
3
Master's
Unemployed
16.484874
Urban
Premium
2
10
496
6
2023-12-18 15:21:39.223901
Good
Yes
Weekly
Apartment
2,053
27,856
35
Male
5,911
Single
0
Master's
null
25.35237
Urban
Premium
1
3
822
2
2022-04-24 15:21:39.180553
Good
Yes
Weekly
Condo
523
27,857
42
Female
2,065
Single
2
PhD
Self-Employed
5.074238
Suburban
Comprehensive
null
18
722
3
2020-07-09 15:21:39.210805
Poor
Yes
Weekly
Condo
160
27,858
44
Male
27,897
Single
null
High School
Employed
28.859493
Suburban
Premium
2
1
734
5
2022-08-29 15:21:39.166062
Poor
No
Weekly
Condo
1,010
27,859
59
Male
39,451
Married
4
Master's
null
11.79474
Rural
Premium
0
9
751
4
2020-07-20 15:21:39.134960
Poor
No
Monthly
House
1,103
27,860
50
Female
23,273
Divorced
2
PhD
Unemployed
20.979006
Urban
Comprehensive
0
6
706
8
2023-01-13 15:21:39.134960
Average
Yes
Rarely
House
1,181
27,861
40
Female
35,297
Divorced
null
High School
Unemployed
16.738675
Urban
Premium
2
18
397
2
2022-03-24 15:21:39.096739
Good
Yes
Weekly
Condo
3,531
27,862
58
Female
8,077
Single
1
PhD
null
13.777086
Rural
Comprehensive
0
9
591
7
2021-11-04 15:21:39.176717
Poor
No
Monthly
Apartment
903
27,863
31
Male
63,692
Single
1
High School
Self-Employed
51.061192
Rural
Premium
2
8
447
6
2023-07-24 15:21:39.237118
Average
Yes
Weekly
Condo
1,017
27,864
59
Male
16,652
Married
1
Master's
null
23.505962
Urban
Comprehensive
2
3
374
4
2024-04-04 15:21:39.206847
Good
Yes
Daily
Apartment
566
27,865
63
Male
38,182
Single
3
PhD
Self-Employed
37.69262
Suburban
Premium
0
10
null
4
2020-03-06 15:21:39.252145
Good
Yes
Rarely
Condo
39
27,866
30
Male
38,963
Divorced
3
High School
Self-Employed
9.192859
Urban
Premium
0
14
689
1
2022-10-12 15:21:39.237118
Good
Yes
Monthly
Apartment
686
27,867
43
Female
17,450
Divorced
3
Bachelor's
Self-Employed
39.679848
Rural
Comprehensive
null
9
662
1
2022-06-06 15:21:39.235012
Average
No
Rarely
Apartment
1,332
27,868
57
Female
1,164
Single
2
PhD
Employed
28.593475
Rural
Basic
2
16
null
4
2022-07-10 15:21:39.091080
Good
No
Daily
House
1,045
27,869
null
Female
62,727
Divorced
null
Master's
Employed
null
Rural
Comprehensive
0
8
783
2
2021-09-27 15:21:39.124659
Average
Yes
Monthly
Apartment
1,867
27,870
45
Female
43,929
Married
4
High School
Self-Employed
30.24606
Suburban
Premium
1
14
466
9
2023-08-23 15:21:39.194829
Poor
No
Weekly
Apartment
1,195
27,871
59
Female
6,074
Single
1
High School
Unemployed
12.837476
Suburban
Basic
1
4
558
5
2021-01-30 15:21:39.125660
Good
Yes
Monthly
Condo
799
27,872
34
Female
23,776
Divorced
1
Master's
null
32.252817
Rural
Basic
1
17
571
7
2020-09-23 15:21:39.169102
Good
No
Weekly
House
1,165
27,873
34
Male
2,879
null
3
High School
null
43.790869
Urban
Comprehensive
0
7
548
7
2023-10-04 15:21:39.221386
Average
Yes
Monthly
House
1,145
27,874
31
Female
1,088
Divorced
3
PhD
Self-Employed
30.93889
Rural
Basic
2
0
744
2
2022-10-04 15:21:39.221386
Good
Yes
Daily
Condo
111
27,875
62
Male
81,418
Married
0
High School
Unemployed
null
Urban
Basic
2
4
489
3
2023-09-08 15:21:39.097737
Good
No
Monthly
Apartment
2,061
27,876
28
Male
25,720
Single
4
Master's
Unemployed
15.955191
Suburban
Basic
3
17
589
8
2022-11-09 15:21:39.244069
Average
No
Rarely
House
1,450
27,877
32
Female
15,884
Married
2
PhD
Employed
30.843249
Suburban
Premium
null
3
695
2
2021-04-11 15:21:39.134960
Poor
No
Daily
Apartment
257
27,878
37
Female
27,442
Married
1
PhD
Unemployed
null
Rural
Comprehensive
null
14
488
3
2021-09-08 15:21:39.168099
Good
No
Daily
House
627
27,879
46
Male
2,470
Divorced
4
Bachelor's
Self-Employed
19.079673
Suburban
Basic
1
16
558
1
2024-02-21 15:21:39.172097
Poor
Yes
Monthly
Condo
2,131
27,880
36
Female
43,732
Single
4
PhD
null
5.567669
Rural
Basic
0
3
674
6
2023-07-22 15:21:39.147735
Poor
Yes
Monthly
Apartment
861
27,881
33
Female
2,788
Single
3
Bachelor's
Employed
15.078337
Urban
Comprehensive
null
18
null
6
2024-03-15 15:21:39.130190
null
No
Rarely
House
1,406
27,882
42
Female
39,741
Single
null
High School
Employed
45.011545
Suburban
Basic
2
0
790
9
2024-04-20 15:21:39.173834
null
No
Monthly
Apartment
1,168
27,883
18
Male
3,645
Married
3
Bachelor's
Self-Employed
null
Rural
Basic
0
19
420
3
2023-02-05 15:21:39.106582
Average
Yes
Daily
House
40
27,884
51
Female
62,830
Single
null
Master's
Self-Employed
17.223986
Suburban
Premium
1
17
482
4
2022-06-25 15:21:39.134960
Average
No
Monthly
Apartment
78
27,885
35
Female
3,720
Divorced
3
High School
Employed
41.657748
Urban
Comprehensive
2
8
null
3
2024-06-03 15:21:39.152732
Average
No
Weekly
Condo
459
27,886
51
Male
66,907
Single
3
Bachelor's
Employed
29.722895
Suburban
Comprehensive
0
4
405
6
2021-03-05 15:21:39.173834
Good
Yes
Monthly
Apartment
701
27,887
19
Male
24,603
Married
null
High School
Employed
30.674746
Urban
Comprehensive
2
10
403
8
2023-10-19 15:21:39.081504
Average
No
Rarely
Condo
1,341
27,888
null
Female
29,228
Single
2
Master's
Self-Employed
20.719962
Rural
Basic
0
16
635
2
2024-07-15 15:21:39.282785
Average
No
Daily
Condo
1,499
27,889
37
Female
14,062
Divorced
0
PhD
null
39.285827
Urban
Basic
2
0
755
9
2024-05-22 15:21:39.263607
Poor
No
Monthly
Condo
1,165
27,890
28
Female
55,250
Divorced
2
Bachelor's
Unemployed
4.172471
Rural
Premium
2
14
339
8
2024-08-09 15:21:39.226954
Average
Yes
Daily
Apartment
96
27,891
40
Female
34,766
Single
1
Bachelor's
null
27.194475
Rural
Comprehensive
1
12
374
7
2023-05-20 15:21:39.221386
Good
No
Monthly
Condo
834
27,892
36
Male
53,581
Divorced
0
PhD
Employed
27.672487
Suburban
Premium
null
10
453
9
2019-09-04 15:21:39.237118
Good
Yes
Monthly
Condo
2,377
27,893
53
Male
53,870
Married
0
High School
Unemployed
33.996578
Suburban
Premium
3
10
null
9
2020-05-14 15:21:39.282785
Poor
Yes
Weekly
House
2,823
27,894
52
Male
7,837
Married
4
Master's
Employed
50.398416
Rural
Premium
0
15
713
8
2023-08-31 15:21:39.092127
Average
No
Rarely
Apartment
996
27,895
18
Male
33,264
null
2
High School
Unemployed
17.923006
Suburban
Premium
0
17
427
3
2020-10-15 15:21:39.194829
Poor
Yes
Weekly
House
1,455
27,896
25
Female
4,079
Married
2
Master's
Employed
5.234428
Suburban
Premium
2
14
null
5
2020-02-23 15:21:39.202448
Average
Yes
Rarely
House
1,694
27,897
61
Male
17,111
Married
null
High School
null
42.09648
Rural
Premium
0
6
758
2
2022-09-01 15:21:39.274993
Poor
Yes
Weekly
House
1,873
27,898
27
Male
12,081
Single
3
PhD
Self-Employed
24.338747
Rural
Comprehensive
0
14
549
6
2020-07-01 15:21:39.128286
Good
Yes
Rarely
Apartment
34
27,899
63
Male
44,699
Single
null
PhD
Self-Employed
6.379871
Suburban
Comprehensive
0
12
471
8
2020-09-14 15:21:39.155231
Good
Yes
Monthly
House
549