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
32,800
45
Female
null
Single
0
PhD
null
14.527777
Urban
Comprehensive
1
16
403
7
2022-11-09 15:21:39.237118
Good
No
Daily
House
1,404
32,801
45
Female
4,766
Single
0
Bachelor's
Employed
26.08402
Suburban
Basic
2
13
840
5
2022-11-10 15:21:39.267454
Poor
Yes
Monthly
Condo
1,659
32,802
23
Male
18,699
Divorced
3
High School
Employed
43.855548
Urban
Basic
null
5
null
7
2023-10-24 15:21:39.155231
Average
Yes
Daily
Apartment
1,529
32,803
44
Male
56,886
Divorced
null
High School
Unemployed
5.275329
Rural
Basic
0
15
435
5
2019-12-03 15:21:39.216387
Average
Yes
Daily
Condo
815
32,804
40
Female
24,888
Divorced
1
PhD
null
34.451281
Rural
Basic
0
2
517
2
2023-08-04 15:21:39.221386
Average
No
Monthly
House
716
32,805
32
Male
8,859
Single
2
Bachelor's
Employed
41.939512
Urban
Basic
null
17
597
7
2019-09-11 15:21:39.134960
Poor
No
Weekly
Condo
182
32,806
30
Male
1,408
Divorced
1
High School
null
null
Rural
Comprehensive
0
12
null
8
2024-01-12 15:21:39.134960
Good
No
Daily
Apartment
678
32,807
63
Female
134,826
Divorced
0
PhD
Unemployed
21.346637
Suburban
Comprehensive
1
11
407
4
2021-02-08 15:21:39.217387
Poor
No
Rarely
House
1,503
32,808
32
Female
2,883
null
3
Master's
Employed
4.86984
Suburban
Premium
4
3
406
1
2022-08-01 15:21:39.273973
Average
Yes
Monthly
Apartment
439
32,809
57
Male
7,261
Single
1
High School
Employed
43.443375
Suburban
Comprehensive
0
9
720
3
2024-01-06 15:21:39.093681
Poor
No
Weekly
Apartment
1,203
32,810
36
Female
64,890
Married
1
Bachelor's
Employed
null
Suburban
Basic
3
11
763
1
2023-06-09 15:21:39.146733
Poor
No
Weekly
House
568
32,811
29
Female
12,922
Married
4
PhD
Self-Employed
31.868654
Urban
Basic
null
2
null
5
2022-10-24 15:21:39.200452
Poor
No
Monthly
Condo
301
32,812
29
Male
39,077
Divorced
3
PhD
Employed
20.734831
Suburban
Comprehensive
null
18
590
9
2020-02-27 15:21:39.191219
Poor
No
Daily
House
1,737
32,813
48
Female
50,106
Married
0
PhD
Employed
47.908849
Suburban
Comprehensive
0
16
330
9
2019-08-24 15:21:39.285112
Good
Yes
Monthly
Condo
2,872
32,814
27
Female
29,097
Married
1
PhD
Self-Employed
9.719378
Suburban
Comprehensive
null
7
767
4
2021-02-06 15:21:39.134960
null
No
Rarely
Condo
773
32,815
45
Male
38,712
Single
1
Master's
null
14.128839
Urban
Comprehensive
null
5
null
4
2020-05-17 15:21:39.155231
Poor
Yes
Daily
House
1,609
32,816
45
Female
4,440
Divorced
3
Master's
Unemployed
15.146671
Rural
Basic
3
9
551
7
2022-04-04 15:21:39.134960
Poor
No
Rarely
Condo
1,176
32,817
22
Male
6,850
Single
0
High School
Self-Employed
46.813376
Urban
Comprehensive
1
12
541
4
2022-01-25 15:21:39.202448
Poor
Yes
Monthly
Condo
556
32,818
40
Male
34,111
Married
3
High School
Employed
null
Rural
Basic
2
16
833
8
2020-10-01 15:21:39.132191
Good
Yes
Rarely
Condo
1,728
32,819
55
Female
45,639
Single
null
PhD
Self-Employed
15.836608
Urban
Comprehensive
0
3
null
6
2024-05-22 15:21:39.237118
Average
No
Weekly
Apartment
2,790
32,820
23
Male
30,897
Single
1
High School
Employed
40.358281
Urban
Comprehensive
null
8
502
3
2023-05-06 15:21:39.237118
Good
Yes
Monthly
Apartment
942
32,821
21
Male
46,218
Single
3
Bachelor's
null
23.82617
Urban
Basic
1
17
562
8
2023-12-28 15:21:39.251142
Good
Yes
Rarely
House
887
32,822
52
Female
37,055
Divorced
3
Bachelor's
Self-Employed
45.070765
Rural
Comprehensive
1
19
537
7
2022-01-07 15:21:39.290098
Poor
Yes
Monthly
House
583
32,823
35
Male
null
Divorced
2
High School
Self-Employed
15.317767
Rural
Basic
null
0
697
8
2022-01-02 15:21:39.226954
null
Yes
Weekly
Apartment
2,106
32,824
61
Female
18,281
Divorced
3
Bachelor's
Unemployed
null
Suburban
Premium
1
3
798
1
2019-09-06 15:21:39.215386
Average
Yes
Weekly
Condo
1,809
32,825
63
Female
50,766
Divorced
null
PhD
Unemployed
26.136418
Rural
Basic
2
16
492
2
2024-05-02 15:21:39.134960
Poor
No
Monthly
Apartment
119
32,826
24
Male
3,817
Married
1
Master's
null
42.844311
Urban
Premium
3
5
793
2
2021-06-26 15:21:39.254678
Poor
Yes
Rarely
House
130
32,827
54
Male
14,094
Married
null
Bachelor's
Employed
9.835403
Suburban
Comprehensive
null
2
543
9
2022-06-30 15:21:39.172097
Average
Yes
Daily
House
759
32,828
62
Female
2,614
Divorced
3
Master's
Self-Employed
16.678045
Suburban
Comprehensive
3
2
744
5
2022-08-05 15:21:39.170099
Average
Yes
Daily
Condo
1,259
32,829
33
Male
2,673
Single
4
PhD
Self-Employed
48.331727
Rural
Premium
1
10
695
4
2019-11-26 15:21:39.254678
Poor
Yes
Monthly
Apartment
130
32,830
31
Female
119,093
Married
2
PhD
Self-Employed
34.037655
Rural
Comprehensive
3
8
383
9
2021-09-12 15:21:39.134960
Poor
No
Monthly
Apartment
596
32,831
43
Female
16,288
Married
4
PhD
Self-Employed
35.586561
Urban
Basic
3
8
710
3
2023-04-24 15:21:39.110557
Poor
Yes
Weekly
House
836
32,832
18
Male
16,281
Married
4
Master's
null
39.786744
Suburban
Comprehensive
null
17
null
5
2021-11-28 15:21:39.100695
Average
No
Rarely
Condo
882
32,833
35
Male
25,011
Single
0
High School
Unemployed
21.804967
Urban
Comprehensive
null
6
706
1
2019-11-05 15:21:39.090124
Poor
No
Rarely
Apartment
718
32,834
53
Female
11,960
Divorced
4
Master's
Employed
20.472223
Rural
Premium
0
0
588
6
2022-06-22 15:21:39.091080
Good
No
Weekly
Condo
832
32,835
41
Male
474
Married
null
High School
Employed
13.938365
Urban
Comprehensive
null
8
452
8
2021-03-05 15:21:39.235012
Poor
No
Monthly
Condo
1,419
32,836
58
Male
16,074
Married
2
High School
Unemployed
22.816356
Suburban
Basic
null
0
805
3
2023-12-12 15:21:39.282785
null
Yes
Monthly
Apartment
517
32,837
28
Female
null
Divorced
0
PhD
Self-Employed
23.776413
Urban
Comprehensive
null
1
381
7
2023-08-27 15:21:39.201446
Poor
No
Rarely
Condo
1,744
32,838
54
Female
27,030
Single
0
High School
Employed
12.282081
Suburban
Premium
0
7
544
4
2022-08-07 15:21:39.134960
null
No
Weekly
Condo
819
32,839
21
Female
9,708
Divorced
4
Master's
Self-Employed
38.098667
Rural
Comprehensive
0
18
null
2
2022-02-24 15:21:39.180553
Average
Yes
Daily
House
3,535
32,840
21
Female
37,188
Divorced
3
Bachelor's
Employed
null
Suburban
Basic
1
13
775
7
2021-11-05 15:21:39.273973
Good
No
Daily
Apartment
1,681
32,841
46
Male
2,833
Single
1
High School
Unemployed
null
Urban
Premium
1
13
null
4
2022-05-30 15:21:39.237118
null
No
Rarely
House
811
32,842
46
Female
8,909
Divorced
0
High School
Unemployed
33.926499
Rural
Basic
0
12
796
3
2021-10-07 15:21:39.248098
Average
No
Weekly
Apartment
1,588
32,843
40
Female
26,776
Single
0
Bachelor's
null
8.633538
Suburban
Basic
0
7
784
1
2019-09-02 15:21:39.176717
Poor
No
Rarely
Apartment
724
32,844
41
Male
4,925
Married
0
Bachelor's
Unemployed
null
Rural
Premium
0
14
609
6
2021-01-02 15:21:39.097737
Average
Yes
Monthly
Apartment
894
32,845
55
Female
16,054
Married
null
Master's
Employed
18.912084
Urban
Comprehensive
0
15
661
7
2023-11-03 15:21:39.155231
Average
No
Rarely
House
604
32,846
61
Male
19,885
Divorced
2
PhD
Unemployed
21.61552
Urban
Basic
0
7
685
4
2022-12-26 15:21:39.237118
Poor
Yes
Weekly
Apartment
887
32,847
18
Female
122,076
Single
2
Master's
Self-Employed
33.914985
Urban
Premium
null
18
658
8
2024-01-28 15:21:39.150730
Good
Yes
Rarely
Apartment
278
32,848
55
Male
29,368
Married
3
PhD
Unemployed
9.638572
Rural
Comprehensive
1
1
793
1
2022-01-26 15:21:39.117183
Poor
Yes
Weekly
Apartment
2,236
32,849
64
Female
3,721
Divorced
2
Bachelor's
Employed
12.760935
Suburban
Comprehensive
3
6
833
5
2021-11-22 15:21:39.134960
Good
No
Rarely
Apartment
829
32,850
45
Female
14,054
Divorced
3
High School
null
16.878183
Suburban
Premium
0
11
722
7
2020-07-13 15:21:39.155231
Average
No
Monthly
House
1,033
32,851
47
Male
37,419
Divorced
0
PhD
Employed
10.848952
Suburban
Premium
0
17
586
7
2020-09-11 15:21:39.192212
Good
No
Daily
Condo
1,177
32,852
56
Male
7,078
Divorced
2
Master's
Unemployed
23.090499
Suburban
Basic
null
2
541
3
2022-09-03 15:21:39.112553
Poor
No
Daily
House
735
32,853
34
Female
104,485
Single
2
PhD
null
19.781959
Rural
Basic
1
8
462
4
2024-07-04 15:21:39.155231
Good
No
Daily
House
4,277
32,854
35
Male
138,084
Single
3
PhD
Employed
null
Suburban
Comprehensive
1
18
462
1
2020-06-08 15:21:39.235012
Average
Yes
Daily
House
736
32,855
62
Male
18,078
null
2
High School
Employed
null
Urban
Premium
null
2
null
5
2023-05-06 15:21:39.175719
Good
No
Monthly
Condo
23
32,856
22
Female
142,758
Divorced
0
High School
null
12.716247
Urban
Basic
1
10
656
1
2019-11-08 15:21:39.246098
Average
No
Rarely
Condo
2,271
32,857
64
Male
17,086
Single
null
Bachelor's
null
16.493337
Rural
Comprehensive
null
6
null
5
2020-10-28 15:21:39.237118
Average
No
Rarely
Condo
447
32,858
53
Male
693
Married
4
Bachelor's
Employed
16.549524
Suburban
Premium
0
5
557
1
2020-04-13 15:21:39.172097
Average
No
Rarely
Condo
234
32,859
31
Female
72,316
Divorced
1
Bachelor's
Self-Employed
44.890098
Urban
Comprehensive
null
9
636
8
2024-07-03 15:21:39.102694
Average
No
Rarely
House
130
32,860
62
Male
84,519
Married
0
Master's
Self-Employed
29.813473
Rural
Basic
null
12
749
8
2021-12-23 15:21:39.268507
Average
No
Monthly
House
294
32,861
59
Male
28,294
Single
null
PhD
Unemployed
25.281754
Suburban
Comprehensive
0
3
null
2
2024-08-08 15:21:39.281787
Good
Yes
Rarely
Apartment
839
32,862
49
Male
15,982
Divorced
0
High School
Self-Employed
null
Suburban
Basic
null
2
null
8
2023-11-11 15:21:39.093681
Good
No
Rarely
House
758
32,863
30
Male
39,076
Married
2
PhD
Employed
7.742175
Urban
Basic
null
9
null
5
2020-11-22 15:21:39.274993
Good
No
Weekly
Apartment
728
32,864
60
Male
14,232
Divorced
null
Bachelor's
Unemployed
25.846938
Urban
Basic
1
19
null
5
2022-02-27 15:21:39.103737
Average
No
Monthly
Apartment
51
32,865
41
Male
24,892
Single
3
Bachelor's
Unemployed
24.7954
Urban
Premium
null
1
767
2
2023-11-24 15:21:39.192212
Good
No
Rarely
Apartment
898
32,866
49
Male
36,164
Married
4
Master's
Self-Employed
27.60709
Urban
Premium
1
16
653
6
2020-04-21 15:21:39.270454
null
Yes
Weekly
Apartment
240
32,867
53
Female
24,009
Divorced
1
Bachelor's
null
22.484914
Rural
Basic
null
11
636
9
2024-07-02 15:21:39.282785
Good
No
Rarely
Condo
29
32,868
53
Male
28,161
Married
0
Bachelor's
null
22.0942
Suburban
Basic
null
8
711
9
2023-09-09 15:21:39.079128
Good
Yes
Daily
Condo
539
32,869
39
Female
8,881
Single
2
PhD
Self-Employed
22.769133
Rural
Comprehensive
null
10
null
1
2023-09-10 15:21:39.185215
Average
Yes
Rarely
House
1,099
32,870
35
Female
71,435
Single
3
PhD
Employed
21.414895
Suburban
Basic
2
4
449
7
2021-12-14 15:21:39.259788
Good
Yes
Daily
Apartment
582
32,871
53
Male
5,977
Divorced
0
Bachelor's
Employed
9.018738
Rural
Basic
1
0
457
6
2021-09-24 15:21:39.092127
Good
No
Rarely
Condo
2,741
32,872
23
Male
37,149
Married
1
High School
Self-Employed
45.271602
Rural
Basic
0
1
693
2
2023-01-27 15:21:39.283783
Poor
No
Rarely
House
518
32,873
40
Male
7,848
Single
3
Master's
Self-Employed
null
Urban
Basic
0
12
584
6
2023-07-18 15:21:39.115178
Good
No
Weekly
House
691
32,874
58
Male
15,167
Divorced
0
PhD
Unemployed
24.054792
Urban
Premium
1
11
327
7
2023-09-26 15:21:39.198406
Good
No
Daily
House
951
32,875
41
Male
131,643
Married
2
PhD
Employed
15.186471
Rural
Comprehensive
2
5
308
3
2024-01-09 15:21:39.122134
Average
No
Monthly
Condo
2,156
32,876
58
Female
98,755
Single
4
Bachelor's
Unemployed
5.935195
Rural
Comprehensive
1
18
410
9
2023-06-12 15:21:39.237118
Poor
No
Rarely
Apartment
619
32,877
60
Female
143,590
Married
2
Master's
Employed
28.676958
Urban
Comprehensive
0
10
608
7
2024-02-18 15:21:39.235012
null
No
Monthly
House
381
32,878
59
Male
30,881
Married
2
Master's
null
21.936793
Suburban
Premium
null
12
null
1
2021-07-26 15:21:39.272456
Good
No
Monthly
Condo
446
32,879
61
Male
1,646
Single
null
High School
null
44.84821
Urban
Premium
2
6
571
1
2024-02-12 15:21:39.237118
Poor
Yes
Weekly
Apartment
3,171
32,880
null
Male
26,510
Divorced
1
Master's
Self-Employed
38.636387
Rural
Premium
1
15
491
1
2023-11-17 15:21:39.224915
Poor
Yes
Rarely
House
1,082
32,881
35
Female
39,042
Divorced
1
Bachelor's
null
null
Rural
Comprehensive
0
1
null
6
2024-04-19 15:21:39.143708
Good
Yes
Weekly
Condo
1,330
32,882
51
Male
27,696
Married
2
Bachelor's
null
32.714802
Rural
Premium
null
5
657
8
2022-12-02 15:21:39.231531
Average
Yes
Rarely
Apartment
1,593
32,883
53
Female
10,544
Single
3
Bachelor's
Self-Employed
33.918246
Rural
Premium
0
11
734
8
2021-07-14 15:21:39.225916
Good
Yes
Weekly
Condo
130
32,884
53
Male
30,760
Single
4
PhD
null
39.546311
Suburban
Basic
1
5
593
4
2024-04-05 15:21:39.134960
Poor
No
Weekly
Apartment
562
32,885
30
Male
38,963
Single
0
Bachelor's
Unemployed
11.444577
Urban
Premium
1
8
827
3
2021-10-02 15:21:39.257696
Average
No
Rarely
Apartment
581
32,886
45
Female
49,069
Divorced
0
PhD
Employed
11.648645
Suburban
Premium
0
4
452
6
2023-07-01 15:21:39.237118
Good
Yes
Weekly
Condo
2,523
32,887
26
Female
4,901
Married
0
High School
Unemployed
30.869401
Rural
Premium
1
14
693
4
2020-10-14 15:21:39.182597
Average
Yes
Monthly
Condo
2,174
32,888
30
Female
null
Single
3
PhD
null
16.069647
Suburban
Comprehensive
1
10
342
3
2022-06-10 15:21:39.223901
Poor
Yes
Monthly
House
1,273
32,889
62
Male
5,091
Married
1
Bachelor's
null
18.86959
Urban
Premium
2
10
617
7
2019-09-17 15:21:39.128286
Poor
No
Weekly
Condo
472
32,890
28
Female
6,551
Divorced
null
Bachelor's
Employed
45.686881
Urban
Premium
1
10
null
3
2020-09-12 15:21:39.104139
Average
Yes
Rarely
House
1,805
32,891
42
Female
57,763
Married
null
Master's
Employed
null
Rural
Premium
0
1
418
4
2023-12-07 15:21:39.179186
Average
Yes
Weekly
House
774
32,892
53
Male
44,316
Single
1
Master's
null
9.859473
Rural
Comprehensive
1
5
662
1
2020-04-01 15:21:39.191219
Poor
No
Weekly
Condo
531
32,893
19
Female
15,108
Divorced
1
Master's
Unemployed
39.458711
Rural
Comprehensive
0
6
709
6
2023-12-11 15:21:39.167099
null
No
Rarely
Condo
1,268
32,894
34
Male
27,139
Divorced
3
High School
null
23.775076
Rural
Premium
0
0
648
6
2024-07-10 15:21:39.123711
Good
No
Monthly
Condo
714
32,895
19
Female
5,121
Single
2
High School
null
38.716783
Urban
Basic
0
4
null
3
2022-09-21 15:21:39.192212
Good
Yes
Daily
Condo
1,523
32,896
29
Male
46,327
Single
4
High School
Unemployed
24.662541
Urban
Comprehensive
null
19
629
9
2022-10-26 15:21:39.206847
Average
Yes
Daily
Condo
637
32,897
37
Female
18,059
Single
1
High School
Employed
17.433929
Suburban
Basic
2
14
584
8
2020-12-17 15:21:39.084065
Good
Yes
Daily
Condo
1,381
32,898
20
Female
28,891
Married
null
Bachelor's
null
25.099229
Suburban
Premium
null
17
785
9
2021-10-14 15:21:39.222387
Average
No
Weekly
Condo
647
32,899
62
Male
57,941
Married
0
Master's
null
25.496085
Urban
Comprehensive
4
12
805
6
2021-04-12 15:21:39.270454
null
No
Monthly
Condo
815