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
31,800
60
Female
30,409
Single
4
Bachelor's
Employed
21.527758
Suburban
Basic
null
3
467
3
2020-06-10 15:21:39.116179
Poor
No
Daily
Apartment
2,076
31,801
63
Male
36,118
Married
3
Master's
Unemployed
15.865977
Suburban
Basic
1
10
null
3
2020-01-06 15:21:39.134960
Good
Yes
Rarely
Condo
956
31,802
40
Female
638
Married
0
PhD
null
9.266916
Urban
Basic
null
9
707
7
2022-02-17 15:21:39.155231
Poor
No
Daily
Apartment
101
31,803
53
Female
38,323
Married
2
Master's
Unemployed
12.990174
Urban
Basic
1
3
766
4
2022-05-18 15:21:39.151732
Poor
No
Weekly
House
533
31,804
44
Male
7,058
Married
2
PhD
null
11.068349
Suburban
Premium
1
3
767
4
2020-01-03 15:21:39.267454
Good
No
Daily
Condo
955
31,805
64
Male
27,553
Married
3
Master's
Self-Employed
17.095656
Urban
Premium
0
17
696
5
2020-06-12 15:21:39.261856
Poor
No
Daily
Condo
1,709
31,806
20
Female
30,863
Single
1
Master's
null
35.4465
Rural
Premium
null
17
656
9
2022-06-21 15:21:39.194829
Average
No
Weekly
House
1,067
31,807
37
Male
1,196
Divorced
4
Master's
null
null
Suburban
Basic
0
10
null
3
2023-12-25 15:21:39.263607
Good
Yes
Rarely
Condo
785
31,808
44
Female
51,263
Single
4
Bachelor's
Employed
11.812974
Rural
Comprehensive
null
14
392
8
2021-04-24 15:21:39.213373
Average
No
Weekly
Apartment
1,351
31,809
44
Male
37,894
Divorced
4
PhD
Self-Employed
12.893614
Rural
Basic
1
15
624
4
2021-05-18 15:21:39.155231
Average
Yes
Rarely
Apartment
1,175
31,810
null
Female
17,885
Single
4
Master's
Self-Employed
30.881617
Rural
Basic
2
0
673
7
2021-03-17 15:21:39.274993
null
Yes
Monthly
Apartment
1,382
31,811
null
Male
44,183
Single
3
High School
Self-Employed
33.990323
Rural
Comprehensive
0
11
360
3
2022-11-18 15:21:39.133866
Poor
No
Weekly
Condo
1,472
31,812
44
Male
10,892
Single
3
PhD
Self-Employed
6.849886
Urban
Premium
1
3
779
3
2021-02-01 15:21:39.224915
Poor
Yes
Monthly
Condo
2,932
31,813
51
Male
93,169
Divorced
3
PhD
Employed
29.92793
Urban
Basic
0
19
null
5
2024-03-02 15:21:39.172097
Good
Yes
Monthly
House
110
31,814
20
Male
26,985
Single
2
Bachelor's
Unemployed
37.054431
Suburban
Basic
0
8
757
4
2023-11-27 15:21:39.170099
Average
Yes
Weekly
Condo
857
31,815
52
Female
81,115
Divorced
4
High School
Unemployed
34.471487
Suburban
Comprehensive
1
5
549
6
2021-08-26 15:21:39.155231
Good
No
Weekly
House
50
31,816
26
Male
24,963
Divorced
0
Master's
Unemployed
null
Suburban
Basic
0
13
668
2
2022-03-13 15:21:39.174719
Poor
No
Monthly
Condo
823
31,817
32
Male
102,069
Divorced
3
PhD
null
14.092918
Suburban
Basic
0
3
397
5
2021-04-01 15:21:39.264504
Good
No
Monthly
Condo
4,171
31,818
51
Female
1,526
Single
2
Bachelor's
Unemployed
23.91261
Urban
Comprehensive
null
17
463
1
2024-03-24 15:21:39.274993
Average
No
Rarely
Condo
652
31,819
63
Female
16,092
Single
0
Bachelor's
Unemployed
28.691493
Urban
Basic
3
11
417
9
2019-12-16 15:21:39.185215
null
No
Daily
Apartment
2,657
31,820
40
Male
83,084
Divorced
2
PhD
Self-Employed
25.2377
Urban
Comprehensive
3
4
483
5
2024-01-08 15:21:39.189223
Good
Yes
Daily
Apartment
792
31,821
23
Female
34,241
Married
null
Bachelor's
Employed
31.94814
Suburban
Premium
1
3
814
3
2020-04-05 15:21:39.289099
Good
No
Rarely
House
710
31,822
42
Female
26,016
Married
2
PhD
Employed
25.758858
Urban
Basic
1
7
729
2
2024-07-24 15:21:39.265513
Average
No
Daily
Condo
1,727
31,823
24
Female
21,708
Divorced
0
PhD
Unemployed
6.773426
Suburban
Comprehensive
2
18
621
2
2023-03-25 15:21:39.261856
Average
Yes
Weekly
House
56
31,824
62
Male
43,813
Married
1
Bachelor's
null
14.848776
Rural
Comprehensive
0
19
807
7
2023-01-06 15:21:39.087123
Poor
Yes
Daily
Condo
25
31,825
33
Female
74,414
Divorced
4
High School
Employed
45.818547
Rural
Premium
1
19
452
8
2022-09-17 15:21:39.261856
Average
Yes
Rarely
House
932
31,826
41
Female
12,053
Married
1
High School
null
30.85469
Rural
Comprehensive
0
6
731
1
2023-11-02 15:21:39.120168
Good
No
Daily
Condo
729
31,827
58
Female
11,156
Married
0
High School
Employed
20.42692
Rural
Comprehensive
2
14
783
9
2021-04-25 15:21:39.081504
null
Yes
Rarely
Apartment
733
31,828
29
Female
15,641
Married
3
Master's
Self-Employed
15.672287
Suburban
Premium
null
1
552
5
2023-10-15 15:21:39.254678
Average
Yes
Weekly
Apartment
671
31,829
30
Male
10,892
Divorced
3
Master's
null
5.966236
Urban
Basic
null
10
541
5
2023-07-20 15:21:39.207847
Poor
Yes
Weekly
Apartment
1,346
31,830
40
Male
6,077
Divorced
1
Master's
Unemployed
12.846708
Suburban
Basic
2
16
581
8
2022-04-11 15:21:39.172097
Average
No
Monthly
Condo
846
31,831
61
Female
29,593
Single
1
Bachelor's
Employed
38.73739
Urban
Premium
0
18
552
6
2020-09-22 15:21:39.199447
Good
No
Monthly
House
1,647
31,832
53
Male
92,784
Divorced
1
Master's
null
15.174636
Urban
Comprehensive
null
19
363
6
2023-05-06 15:21:39.134960
Poor
No
Weekly
House
2,387
31,833
31
Male
3,679
Married
2
Master's
null
33.918083
Rural
Premium
2
4
613
1
2020-07-03 15:21:39.095696
Good
Yes
Daily
Apartment
2,525
31,834
44
Female
39,077
Divorced
null
Bachelor's
null
24.595613
Suburban
Comprehensive
0
1
831
7
2020-11-15 15:21:39.260856
Poor
No
Daily
Condo
839
31,835
32
Female
9,071
Divorced
3
Bachelor's
Self-Employed
20.04949
Urban
Comprehensive
0
12
767
6
2024-07-25 15:21:39.155231
Good
No
Weekly
House
545
31,836
18
Female
61,822
Divorced
2
Bachelor's
Self-Employed
18.864428
Rural
Basic
null
19
729
4
2023-09-11 15:21:39.094752
Average
No
Monthly
Condo
43
31,837
39
Male
935
Single
1
High School
Unemployed
40.837642
Urban
Basic
3
12
635
6
2020-08-21 15:21:39.237118
Poor
Yes
Rarely
House
786
31,838
29
Male
239
Single
2
PhD
Unemployed
41.078541
Urban
Comprehensive
null
5
520
4
2021-10-15 15:21:39.093681
Poor
No
Monthly
House
1,461
31,839
63
Female
28,680
Divorced
null
Bachelor's
Unemployed
27.716032
Rural
Basic
0
4
null
8
2021-09-24 15:21:39.121169
Good
Yes
Weekly
House
262
31,840
38
Male
26,556
Single
2
Bachelor's
Employed
15.332396
Rural
Comprehensive
1
11
815
4
2022-12-05 15:21:39.105504
Poor
No
Daily
Condo
1,229
31,841
19
Male
39,687
Married
2
Bachelor's
Self-Employed
28.06579
Suburban
Basic
1
4
695
2
2019-11-28 15:21:39.107553
Average
No
Monthly
House
226
31,842
35
Male
8,860
Divorced
2
PhD
Self-Employed
32.979264
Urban
Comprehensive
1
19
706
1
2022-11-07 15:21:39.134960
Average
Yes
Weekly
Condo
576
31,843
56
Male
3,285
Divorced
3
Bachelor's
null
6.935123
Suburban
Basic
null
0
490
8
2020-02-01 15:21:39.155231
Average
No
Daily
Condo
1,382
31,844
52
Male
15,280
Divorced
0
Master's
Self-Employed
22.45448
Rural
Basic
null
11
461
1
2022-09-27 15:21:39.230483
Average
Yes
Weekly
House
1,158
31,845
48
Male
44,362
Single
4
Bachelor's
Employed
6.717652
Rural
Basic
1
13
629
1
2019-10-13 15:21:39.134960
Good
No
Weekly
Condo
901
31,846
24
Male
51,182
Single
4
Bachelor's
null
21.068558
Rural
Basic
2
1
588
8
2019-09-29 15:21:39.204790
Poor
No
Monthly
Apartment
260
31,847
54
Male
34,677
Married
3
PhD
null
36.724778
Suburban
Premium
null
19
null
8
2019-10-17 15:21:39.155231
Poor
No
Monthly
Condo
680
31,848
61
Male
764
Single
4
PhD
null
null
Urban
Premium
0
0
572
4
2022-08-20 15:21:39.244069
Poor
No
Rarely
House
1,173
31,849
58
Male
15,210
Single
2
PhD
Employed
6.847793
Rural
Premium
0
5
398
7
2022-03-21 15:21:39.109552
Average
Yes
Weekly
House
1,144
31,850
31
Female
114,462
Divorced
1
Bachelor's
Self-Employed
51.161455
Urban
Basic
1
12
388
4
2020-02-18 15:21:39.081504
Average
Yes
Weekly
House
1,453
31,851
49
Male
50,765
Married
1
Bachelor's
null
10.094496
Rural
Premium
2
12
799
1
2024-05-09 15:21:39.283783
Poor
Yes
Weekly
House
2,445
31,852
31
Male
1,599
Single
0
PhD
Self-Employed
20.928462
Rural
Basic
0
1
331
5
2024-01-18 15:21:39.252145
null
Yes
Daily
Condo
745
31,853
29
Female
1,179
Divorced
0
Master's
null
8.992209
Suburban
Basic
null
18
454
6
2024-03-11 15:21:39.132191
Good
No
Daily
Apartment
678
31,854
35
Male
1,112
Single
2
Bachelor's
Unemployed
27.956666
Suburban
Basic
1
17
497
4
2023-12-09 15:21:39.098696
Poor
Yes
Daily
House
1,214
31,855
22
Female
3,546
Divorced
0
High School
Employed
26.23706
Urban
Premium
0
15
521
3
2022-05-13 15:21:39.209847
Poor
No
Rarely
House
3,090
31,856
21
Female
5,537
Married
1
PhD
Unemployed
15.936989
Rural
Premium
null
11
734
7
2022-03-24 15:21:39.155231
Good
No
Monthly
Condo
2,129
31,857
64
Male
36,006
Married
null
Bachelor's
Unemployed
26.560413
Urban
Basic
0
12
624
3
2021-11-04 15:21:39.144722
Good
Yes
Daily
Apartment
1,251
31,858
null
Female
5,535
Divorced
1
Bachelor's
null
26.208567
Suburban
Premium
null
11
679
6
2023-12-12 15:21:39.134960
Poor
Yes
Monthly
House
719
31,859
45
Male
92,408
Divorced
0
Master's
Self-Employed
41.284792
Rural
Comprehensive
1
17
496
6
2021-09-09 15:21:39.092127
null
Yes
Daily
Condo
1,836
31,860
50
Male
26,395
Single
1
PhD
Unemployed
22.684801
Urban
Basic
2
0
796
5
2022-03-14 15:21:39.237118
Average
No
Weekly
Apartment
749
31,861
53
Male
2,941
Divorced
1
Bachelor's
Self-Employed
null
Suburban
Premium
0
12
395
8
2023-06-07 15:21:39.187211
Good
Yes
Monthly
House
2,165
31,862
54
Female
24,863
Single
null
High School
null
42.92831
Urban
Comprehensive
null
4
593
6
2021-01-19 15:21:39.201446
Good
No
Monthly
House
1,012
31,863
63
Male
6,093
Single
4
Bachelor's
Self-Employed
22.881788
Urban
Basic
null
19
795
5
2023-03-30 15:21:39.274993
Good
Yes
Daily
Apartment
1,878
31,864
44
Male
24,682
Single
1
Master's
Employed
8.633114
Suburban
Basic
0
12
821
3
2022-05-25 15:21:39.288099
Average
Yes
Daily
Apartment
538
31,865
57
Male
10,190
Divorced
0
Bachelor's
Unemployed
14.834183
Rural
Comprehensive
null
4
623
2
2021-07-27 15:21:39.134960
Average
Yes
Weekly
Apartment
441
31,866
21
Female
6,413
Divorced
4
High School
Unemployed
25.919393
Suburban
Premium
null
14
null
4
2023-03-27 15:21:39.146733
Good
Yes
Daily
Apartment
952
31,867
24
Male
16,245
Single
1
PhD
null
18.991187
Rural
Basic
2
7
583
2
2021-12-23 15:21:39.085129
Average
Yes
Monthly
House
1,111
31,868
43
Male
9,084
Single
1
PhD
null
22.858389
Rural
Comprehensive
null
1
793
3
2021-08-13 15:21:39.181605
Poor
No
Monthly
House
479
31,869
64
Male
18,077
Divorced
null
PhD
Self-Employed
41.37136
Rural
Premium
0
19
831
7
2020-02-02 15:21:39.168099
Good
Yes
Weekly
Condo
446
31,870
43
Male
5,091
Single
null
PhD
null
21.803103
Rural
Comprehensive
0
8
717
9
2022-01-20 15:21:39.192212
Good
Yes
Daily
Condo
2,823
31,871
23
Female
21,367
Single
0
Bachelor's
null
25.58379
Urban
Premium
null
5
590
3
2023-03-09 15:21:39.170099
Average
No
Monthly
Apartment
919
31,872
35
Male
46,167
Divorced
2
High School
Unemployed
31.829127
Urban
Basic
2
2
803
9
2021-11-28 15:21:39.090124
Poor
No
Daily
House
903
31,873
28
Female
37,408
Married
2
Master's
null
30.161099
Rural
Premium
1
12
351
6
2021-08-27 15:21:39.202448
Average
Yes
Monthly
House
884
31,874
54
Male
54,413
Married
1
Bachelor's
Self-Employed
18.989848
Urban
Comprehensive
2
18
590
7
2023-07-26 15:21:39.246098
Good
No
Weekly
House
2,686
31,875
60
Male
null
Married
4
Bachelor's
Self-Employed
51.692169
Rural
Comprehensive
0
4
471
2
2021-04-27 15:21:39.274993
Average
No
Rarely
Apartment
190
31,876
47
Female
71,851
Married
4
Master's
Unemployed
27.8118
Rural
Premium
null
17
585
5
2020-11-22 15:21:39.278402
Good
No
Monthly
Apartment
173
31,877
22
Female
15,899
Single
2
Master's
null
9.420826
Suburban
Comprehensive
0
9
593
2
2022-10-21 15:21:39.204790
Good
No
Weekly
House
1,650
31,878
35
Female
109,713
null
3
Master's
Unemployed
18.78974
Rural
Comprehensive
1
5
309
8
2020-04-18 15:21:39.166062
Average
No
Monthly
House
1,338
31,879
64
Female
20,528
Single
3
Master's
null
19.928708
Urban
Premium
1
7
null
1
2023-06-20 15:21:39.221386
Good
Yes
Monthly
Condo
2,271
31,880
33
Male
47,891
Single
4
Bachelor's
null
30.826686
Suburban
Basic
2
19
807
2
2020-07-24 15:21:39.254678
Poor
No
Rarely
House
2,034
31,881
38
Male
38,588
Married
1
Bachelor's
Self-Employed
7.092971
Suburban
Premium
0
3
688
1
2023-04-02 15:21:39.223901
Poor
Yes
Rarely
House
75
31,882
40
Female
17,237
Married
3
Bachelor's
Employed
25.788385
Suburban
Premium
null
11
434
6
2021-05-29 15:21:39.155231
Average
No
Monthly
Apartment
489
31,883
48
Female
null
Divorced
2
Bachelor's
null
29.908321
Rural
Comprehensive
null
2
659
2
2022-01-16 15:21:39.173834
Good
Yes
Daily
House
358
31,884
64
Male
80,788
Single
4
Bachelor's
Unemployed
29.68154
Rural
Comprehensive
2
8
826
9
2021-05-12 15:21:39.190215
null
No
Monthly
Condo
2,974
31,885
39
Male
18,082
Divorced
2
High School
Self-Employed
21.791871
Rural
Premium
0
17
452
3
2021-02-04 15:21:39.182597
Average
Yes
Daily
House
709
31,886
44
Female
46,150
Single
2
High School
Employed
null
Urban
Comprehensive
2
9
532
6
2023-09-01 15:21:39.144722
Good
No
Monthly
House
1,210
31,887
23
Female
17,085
Single
0
Master's
Unemployed
23.551621
Urban
Basic
3
2
813
4
2019-11-28 15:21:39.090124
Good
Yes
Daily
House
469
31,888
23
Female
7,711
Married
1
PhD
null
24.497595
Suburban
Premium
null
0
757
4
2020-11-03 15:21:39.167099
Average
Yes
Daily
Condo
1,112
31,889
49
Female
8,195
Married
null
Bachelor's
Employed
46.967311
Rural
Premium
4
8
518
6
2023-12-26 15:21:39.132191
Good
Yes
Daily
Apartment
1,355
31,890
53
Male
18,577
Divorced
0
High School
Self-Employed
12.85324
Urban
Comprehensive
0
16
508
5
2019-11-09 15:21:39.134960
Poor
Yes
Weekly
House
1,041
31,891
63
Male
11,279
Married
2
High School
Unemployed
41.751858
Urban
Comprehensive
1
14
694
2
2024-06-26 15:21:39.219432
Poor
Yes
Weekly
Condo
1,408
31,892
38
Male
11,512
Divorced
0
Bachelor's
Unemployed
10.758924
Urban
Premium
1
9
703
8
2019-10-03 15:21:39.264504
Poor
Yes
Rarely
Condo
721
31,893
44
Male
105,437
Married
0
Bachelor's
Unemployed
19.72619
Urban
Premium
1
16
488
2
2022-09-25 15:21:39.155231
Good
Yes
Monthly
Condo
22
31,894
20
Female
39,328
Single
1
PhD
Unemployed
14.560922
Suburban
Basic
null
13
778
3
2021-01-02 15:21:39.235012
null
Yes
Daily
Apartment
514
31,895
36
Male
113,714
Single
0
High School
null
6.617724
Rural
Comprehensive
null
6
356
2
2020-07-19 15:21:39.194829
Average
No
Daily
House
572
31,896
27
Male
15,982
Single
3
Master's
Employed
15.737234
Suburban
Premium
0
7
711
6
2023-03-19 15:21:39.146733
Poor
Yes
Monthly
House
718
31,897
45
Male
17,140
Married
1
PhD
Employed
22.363701
Rural
Basic
null
8
622
3
2019-11-30 15:21:39.205850
Poor
No
Monthly
Apartment
1,104
31,898
24
Female
111,258
Single
2
Master's
null
33.964266
Urban
Basic
0
1
517
3
2021-02-06 15:21:39.255696
null
Yes
Daily
House
112
31,899
28
Female
17,458
Divorced
1
PhD
Employed
10.228841
Rural
Premium
1
7
641
3
2024-01-11 15:21:39.145732
Poor
Yes
Daily
Apartment
1,038