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
5,600
35
Male
17,121
Single
1
PhD
Unemployed
31.845679
Urban
Comprehensive
0
5
489
8
2019-08-28 15:21:39.245086
Poor
No
Rarely
House
1,524
5,601
64
Female
859
null
3
Bachelor's
null
28.879243
Urban
Premium
1
13
null
1
2022-09-22 15:21:39.133866
Good
Yes
Rarely
House
377
5,602
18
Male
18,069
Married
0
Bachelor's
null
29.811364
Rural
Basic
0
12
703
5
2021-06-05 15:21:39.134960
null
Yes
Daily
Condo
2,212
5,603
31
Male
47,944
Divorced
3
PhD
Unemployed
null
Urban
Comprehensive
1
1
469
5
2020-02-18 15:21:39.133866
Average
Yes
Weekly
Apartment
1,035
5,604
44
Male
23,755
Married
3
Bachelor's
Unemployed
11.826306
Rural
Premium
0
13
554
5
2022-10-03 15:21:39.259788
Good
No
Monthly
Condo
596
5,605
40
Male
21,581
Divorced
3
PhD
Unemployed
34.281705
Suburban
Premium
null
14
360
2
2021-06-13 15:21:39.237118
Good
No
Monthly
House
993
5,606
26
Male
20,231
Married
null
PhD
Self-Employed
43.942242
Urban
Basic
0
18
711
8
2021-09-12 15:21:39.134960
Good
Yes
Monthly
Apartment
1,313
5,607
36
Female
null
Divorced
2
PhD
Employed
6.518913
Suburban
Basic
3
16
495
2
2021-02-23 15:21:39.235012
Poor
No
Weekly
House
3,856
5,608
27
Female
638
Divorced
0
Bachelor's
Employed
null
Suburban
Comprehensive
null
15
599
5
2020-07-22 15:21:39.134960
Poor
Yes
Rarely
Apartment
618
5,609
46
Male
null
Divorced
null
Master's
Self-Employed
19.066603
Urban
Premium
3
17
684
8
2023-06-23 15:21:39.081504
Average
No
Monthly
House
111
5,610
36
Female
20,882
Single
2
Master's
Self-Employed
27.82426
Urban
Comprehensive
0
14
636
5
2021-03-19 15:21:39.253660
Poor
Yes
Weekly
Apartment
853
5,611
60
Female
2,695
Divorced
0
Master's
Unemployed
27.938722
Rural
Basic
1
15
353
9
2020-10-26 15:21:39.095696
Poor
No
Daily
Condo
148
5,612
25
Female
2,102
Married
3
Master's
Self-Employed
29.666819
Suburban
Comprehensive
0
19
482
2
2020-10-11 15:21:39.194829
Good
No
Weekly
Apartment
463
5,613
19
Male
27,460
Married
2
High School
Self-Employed
25.771119
Rural
Comprehensive
null
17
822
4
2021-04-29 15:21:39.190215
Average
No
Daily
Condo
2,411
5,614
46
Male
17,076
Married
4
High School
Unemployed
38.958647
Suburban
Comprehensive
0
3
394
3
2021-07-02 15:21:39.133866
Average
Yes
Daily
Condo
50
5,615
42
Female
54,716
Divorced
4
Master's
null
25.837203
Rural
Premium
2
5
787
1
2022-08-23 15:21:39.237118
Average
No
Monthly
House
119
5,616
23
Female
20,260
Single
2
Master's
Self-Employed
17.991399
Rural
Premium
0
15
814
7
2022-05-23 15:21:39.209847
Average
No
Daily
Condo
2,102
5,617
32
Female
20,490
Single
0
Master's
Employed
44.052948
Urban
Basic
null
8
794
8
2023-08-02 15:21:39.125660
Average
No
Weekly
Apartment
1,308
5,618
62
Male
27,027
Single
0
High School
Self-Employed
16.064493
Urban
Basic
0
18
576
1
2024-01-06 15:21:39.215386
Good
No
Daily
Apartment
438
5,619
55
Male
54,098
Single
4
Master's
null
40.356951
Rural
Premium
2
17
614
5
2023-05-22 15:21:39.092127
Good
Yes
Daily
House
2,471
5,620
35
Male
10,422
Married
3
PhD
Employed
32.867153
Urban
Premium
0
10
null
3
2021-02-23 15:21:39.225916
Average
Yes
Monthly
House
641
5,621
43
Male
141,417
Married
1
Master's
null
21.935905
Rural
Premium
2
8
753
7
2019-09-12 15:21:39.155231
Average
No
Monthly
Condo
49
5,622
39
Male
56,344
Married
2
PhD
null
16.332635
Urban
Premium
0
1
700
7
2020-07-19 15:21:39.119168
Good
Yes
Weekly
Apartment
83
5,623
38
Female
16,619
Divorced
3
Master's
Unemployed
27.812346
Rural
Premium
1
9
542
7
2020-10-14 15:21:39.178717
Poor
No
Monthly
Apartment
1,791
5,624
62
Female
29,078
Married
1
PhD
null
16.583906
Suburban
Comprehensive
1
17
652
9
2023-11-15 15:21:39.155231
Poor
No
Weekly
Apartment
472
5,625
35
Male
26,395
Married
1
PhD
Employed
28.98177
Suburban
Comprehensive
0
8
310
3
2020-02-11 15:21:39.237118
Average
No
Monthly
Condo
1,568
5,626
28
Female
16,886
Divorced
1
PhD
Unemployed
28.078737
Suburban
Basic
null
9
604
7
2023-08-31 15:21:39.155231
Good
Yes
Daily
Condo
2,468
5,627
57
Male
45,221
Divorced
0
PhD
null
13.787875
Urban
Premium
null
2
779
4
2021-10-21 15:21:39.144722
Good
No
Rarely
Apartment
2,699
5,628
62
Male
3,861
Divorced
3
Master's
Employed
39.503047
Urban
Basic
0
3
686
6
2021-04-15 15:21:39.147735
Poor
No
Weekly
House
1,841
5,629
50
Female
21,689
Married
1
Master's
null
17.527025
Urban
Basic
null
6
678
3
2021-02-15 15:21:39.112553
Poor
No
Daily
Apartment
2,008
5,630
61
Female
979
Single
3
Master's
null
25.845793
Urban
Premium
null
13
700
3
2023-04-11 15:21:39.119168
null
Yes
Monthly
Condo
959
5,631
54
Male
null
Single
3
High School
Unemployed
35.259832
Urban
Basic
3
2
542
2
2023-12-08 15:21:39.110557
Poor
No
Weekly
Apartment
2,968
5,632
26
Male
5,503
Single
0
High School
null
19.262271
Urban
Basic
null
19
486
5
2023-02-23 15:21:39.192212
Good
No
Monthly
House
1,720
5,633
19
Female
121,331
Divorced
null
High School
Unemployed
40.174411
Urban
Premium
4
10
338
7
2019-08-25 15:21:39.265513
Poor
Yes
Rarely
House
3,166
5,634
63
Female
6,904
Single
4
Master's
Self-Employed
37.383824
Rural
Basic
null
8
693
5
2023-09-13 15:21:39.204790
Good
No
Rarely
House
1,827
5,635
39
Female
10,125
Married
4
PhD
null
33.535836
Suburban
Premium
1
0
452
3
2021-08-14 15:21:39.175719
Average
No
Rarely
House
2,141
5,636
63
Female
29,003
Divorced
3
High School
null
21.284465
Suburban
Comprehensive
2
14
559
3
2019-11-14 15:21:39.237118
Average
No
Rarely
Apartment
35
5,637
27
Male
24,582
Single
2
Master's
Self-Employed
39.838907
Suburban
Basic
2
13
788
6
2020-09-12 15:21:39.145732
Good
Yes
Monthly
House
651
5,638
55
Male
3,610
Divorced
4
PhD
Self-Employed
21.34244
Urban
Premium
2
12
319
7
2019-08-18 15:21:39.215386
Average
No
Daily
House
49
5,639
28
Female
35,311
Single
3
Master's
null
20.818287
Rural
Comprehensive
0
7
331
4
2024-06-02 15:21:39.091080
Good
Yes
Weekly
Condo
1,342
5,640
43
Male
null
Single
1
Master's
Self-Employed
null
Rural
Basic
2
9
432
1
2023-01-31 15:21:39.208842
Good
Yes
Monthly
House
3,135
5,641
23
Male
73,620
Divorced
4
PhD
Self-Employed
null
Urban
Basic
0
18
602
4
2021-11-25 15:21:39.110557
Good
No
Weekly
House
34
5,642
33
Female
13,698
Divorced
2
Master's
Employed
21.123573
Suburban
Premium
0
4
782
6
2021-07-03 15:21:39.101733
Poor
No
Rarely
Apartment
1,115
5,643
61
Female
18,368
Divorced
null
PhD
Unemployed
37.79593
Urban
Basic
0
5
828
2
2022-01-29 15:21:39.145732
Good
Yes
Rarely
Condo
548
5,644
46
Male
71,866
Single
0
Master's
Unemployed
20.637168
Suburban
Premium
1
18
613
6
2024-07-08 15:21:39.255696
Good
Yes
Weekly
House
45
5,645
18
Male
107,964
Divorced
3
PhD
null
26.766173
Urban
Basic
1
6
432
6
2022-04-06 15:21:39.177724
Poor
Yes
Rarely
Condo
439
5,646
35
Male
28,138
null
0
High School
null
26.251411
Urban
Premium
null
19
360
1
2021-04-11 15:21:39.259788
Poor
Yes
Weekly
House
519
5,647
19
Female
1,365
Divorced
3
Bachelor's
Unemployed
47.648528
Rural
Premium
null
1
769
5
2019-10-02 15:21:39.274993
Average
No
Daily
House
1,875
5,648
24
Male
1,349
Married
1
Bachelor's
Self-Employed
22.48955
Suburban
Basic
null
12
688
9
2020-10-04 15:21:39.152732
Average
No
Monthly
Apartment
2,141
5,649
46
Female
4,976
Divorced
1
PhD
null
49.919531
Suburban
Comprehensive
1
1
725
1
2019-12-18 15:21:39.117183
Poor
No
Weekly
House
177
5,650
18
Female
18,380
Married
4
Bachelor's
Employed
null
Suburban
Comprehensive
null
5
null
4
2022-07-14 15:21:39.134960
Poor
Yes
Rarely
Apartment
2,145
5,651
54
Female
40,791
Married
2
High School
Employed
9.715279
Urban
Premium
2
18
786
4
2022-07-29 15:21:39.146733
Poor
Yes
Weekly
Apartment
992
5,652
60
Female
2,892
Divorced
4
High School
null
50.834189
Urban
Premium
2
8
439
8
2020-12-02 15:21:39.205850
Good
Yes
Rarely
Condo
1,684
5,653
61
Female
39,079
Married
2
PhD
Employed
null
Rural
Comprehensive
0
6
null
3
2022-01-12 15:21:39.196387
Poor
Yes
Weekly
Condo
3,732
5,654
33
Male
24,293
Divorced
1
Bachelor's
Self-Employed
13.177426
Suburban
Premium
2
15
513
5
2022-07-15 15:21:39.222387
Good
Yes
Rarely
Apartment
583
5,655
28
Male
23,648
Married
null
High School
Self-Employed
23.387063
Rural
Basic
2
6
602
7
2020-10-07 15:21:39.155231
Average
No
Rarely
Apartment
35
5,656
41
Male
5,980
Single
0
Bachelor's
Self-Employed
40.346077
Rural
Comprehensive
0
11
496
4
2019-09-23 15:21:39.155231
Good
Yes
Rarely
Apartment
749
5,657
55
Male
2,981
Single
4
Master's
Self-Employed
12.686963
Suburban
Basic
1
14
775
4
2022-09-19 15:21:39.271453
Poor
No
Daily
Condo
26
5,658
20
Male
43,869
Single
0
Master's
Unemployed
19.919191
Rural
Comprehensive
2
10
627
2
2020-05-01 15:21:39.155231
Poor
No
Rarely
Condo
839
5,659
20
Male
18,051
Single
1
Bachelor's
null
14.082276
Suburban
Basic
2
16
617
4
2023-09-23 15:21:39.134960
Poor
Yes
Weekly
Condo
1,160
5,660
25
Male
1,419
Married
1
Master's
Unemployed
10.359565
Urban
Premium
1
9
null
5
2021-02-06 15:21:39.290098
Average
No
Daily
House
206
5,661
30
Male
17,227
Divorced
1
High School
Unemployed
17.811449
Suburban
Premium
null
16
543
1
2022-01-31 15:21:39.155231
Average
Yes
Monthly
House
677
5,662
44
Male
15,293
Divorced
null
Master's
Employed
3.991087
Suburban
Basic
0
15
629
9
2024-06-23 15:21:39.215386
Average
Yes
Monthly
House
1,724
5,663
63
Female
143,859
Single
3
Master's
Self-Employed
17.449824
Suburban
Basic
2
12
574
7
2021-10-25 15:21:39.192212
Good
Yes
Daily
Apartment
130
5,664
54
Female
5,812
Single
1
High School
Unemployed
41.99775
Urban
Premium
1
3
831
5
2022-10-16 15:21:39.134960
Average
No
Weekly
Condo
579
5,665
57
Male
38,217
Divorced
2
High School
Employed
null
Rural
Premium
2
6
706
7
2020-04-16 15:21:39.134960
Good
No
Monthly
Apartment
1,348
5,666
45
Female
30,056
Divorced
3
High School
Employed
46.671894
Suburban
Comprehensive
2
6
845
9
2021-12-31 15:21:39.237066
Average
Yes
Daily
Apartment
90
5,667
30
Male
4,965
Divorced
1
PhD
Self-Employed
9.798918
Rural
Basic
null
6
461
3
2019-09-03 15:21:39.287115
Good
Yes
Daily
House
1,130
5,668
null
Male
69,918
Single
3
High School
Self-Employed
11.737188
Rural
Basic
1
13
345
4
2022-11-28 15:21:39.129190
Good
Yes
Daily
Apartment
875
5,669
35
Female
1,413
Divorced
3
Bachelor's
Unemployed
47.804034
Rural
Premium
1
18
566
9
2022-06-03 15:21:39.102694
Good
Yes
Daily
Apartment
24
5,670
36
Male
37,374
Married
2
PhD
Self-Employed
29.90415
Rural
Comprehensive
2
12
474
1
2022-09-27 15:21:39.148733
Poor
No
Weekly
Condo
615
5,671
27
Male
2,858
Divorced
3
PhD
Self-Employed
40.50805
Suburban
Basic
2
11
634
2
2022-11-06 15:21:39.134960
Average
Yes
Monthly
Apartment
1,317
5,672
18
Male
16,641
Single
4
PhD
Employed
35.834505
Rural
Comprehensive
0
10
725
6
2021-02-24 15:21:39.259788
Good
No
Daily
Apartment
843
5,673
51
Male
21,998
Divorced
3
Bachelor's
Unemployed
50.172556
Suburban
Comprehensive
0
3
502
7
2023-02-23 15:21:39.094752
Average
No
Weekly
Condo
158
5,674
36
Female
77,829
Divorced
3
High School
null
null
Urban
Premium
3
14
789
2
2021-01-01 15:21:39.130190
Poor
No
Rarely
Apartment
1,377
5,675
58
Female
40,825
Single
0
High School
null
47.715919
Urban
Comprehensive
2
12
656
5
2024-02-29 15:21:39.182597
Good
Yes
Weekly
House
48
5,676
62
Male
132,716
Single
2
High School
Employed
35.595599
Rural
Premium
3
11
420
4
2019-11-09 15:21:39.122134
Poor
Yes
Rarely
Condo
912
5,677
34
Female
5,970
Single
1
Bachelor's
Self-Employed
13.976004
Rural
Comprehensive
null
14
718
8
2024-02-04 15:21:39.155231
Poor
No
Weekly
Condo
3,180
5,678
22
Male
136,926
Single
null
Master's
null
16.602496
Urban
Premium
1
18
572
2
2020-03-07 15:21:39.155231
Good
Yes
Rarely
Condo
339
5,679
56
Female
10,122
Married
4
Bachelor's
Self-Employed
16.470176
Rural
Premium
2
8
369
8
2024-07-28 15:21:39.172097
Poor
Yes
Weekly
House
604
5,680
59
Female
70,793
Single
2
High School
Employed
null
Urban
Comprehensive
null
10
439
8
2023-01-25 15:21:39.091080
Average
Yes
Rarely
Apartment
27
5,681
54
Female
136,021
Single
2
High School
Employed
17.568469
Urban
Comprehensive
null
14
783
3
2021-10-03 15:21:39.172097
Good
No
Rarely
House
122
5,682
51
Male
3,099
Single
3
Master's
Employed
42.804036
Suburban
Comprehensive
0
15
438
9
2023-09-23 15:21:39.134960
Poor
No
Rarely
Condo
618
5,683
36
Female
758
Divorced
4
Master's
Unemployed
11.356446
Urban
Premium
0
13
565
5
2023-01-10 15:21:39.221386
Poor
Yes
Monthly
House
3,959
5,684
64
Female
607
Divorced
4
PhD
Self-Employed
null
Rural
Basic
null
13
806
5
2022-12-26 15:21:39.274993
Good
Yes
Weekly
House
551
5,685
20
Male
null
Divorced
null
Bachelor's
Employed
26.640084
Suburban
Premium
1
10
511
1
2023-05-20 15:21:39.134960
Poor
Yes
Weekly
House
412
5,686
27
Female
18,244
Married
4
Bachelor's
null
21.792064
Rural
Comprehensive
null
13
null
2
2020-04-29 15:21:39.261856
Poor
No
Monthly
Condo
542
5,687
55
Male
82,726
Single
4
Bachelor's
Unemployed
22.601528
Suburban
Basic
1
6
425
8
2020-09-11 15:21:39.134960
Good
No
Weekly
Condo
539
5,688
23
Female
45,600
Divorced
4
PhD
null
49.129523
Suburban
Premium
1
2
834
3
2021-04-09 15:21:39.251142
Good
Yes
Monthly
Condo
827
5,689
64
Male
5,934
Divorced
null
Bachelor's
Self-Employed
31.874246
Suburban
Comprehensive
2
18
819
1
2021-06-24 15:21:39.228521
Good
No
Daily
Condo
2,564
5,690
52
Female
null
Married
4
High School
Unemployed
44.859462
Urban
Premium
1
3
301
8
2023-04-14 15:21:39.236064
null
Yes
Weekly
House
900
5,691
52
Female
23,304
Single
2
Bachelor's
null
34.487209
Urban
Basic
null
4
487
3
2022-10-31 15:21:39.220389
Average
Yes
Weekly
Condo
3,235
5,692
41
Male
7,983
Single
2
High School
null
51.634316
Suburban
Premium
0
7
582
9
2020-04-20 15:21:39.155231
Poor
Yes
Rarely
Apartment
1,601
5,693
52
Male
44,118
Single
4
High School
Unemployed
34.812298
Suburban
Comprehensive
null
14
719
7
2022-07-13 15:21:39.143708
Average
No
Daily
Apartment
284
5,694
54
Female
30,102
Single
4
Master's
Unemployed
40.944205
Rural
Premium
0
17
735
3
2019-08-19 15:21:39.134960
Good
Yes
Rarely
Apartment
180
5,695
27
Female
81,514
Single
3
Bachelor's
Employed
18.078747
Rural
Premium
1
19
483
5
2023-11-18 15:21:39.155231
Good
No
Daily
House
2,228
5,696
32
Female
18,472
Single
0
Master's
null
29.072668
Urban
Comprehensive
2
5
639
3
2023-10-26 15:21:39.130190
Poor
No
Monthly
Apartment
744
5,697
20
Female
18,472
Married
2
PhD
null
39.339789
Rural
Basic
1
13
703
4
2022-06-20 15:21:39.087123
Good
No
Monthly
Apartment
1,694
5,698
41
Male
17,863
Single
3
High School
null
27.126601
Rural
Premium
0
14
737
1
2024-03-27 15:21:39.188220
Good
Yes
Rarely
House
557
5,699
56
Female
39,042
Divorced
3
High School
Self-Employed
12.335977
Rural
Comprehensive
null
13
837
2
2024-06-14 15:21:39.246098
Good
Yes
Daily
House
1,041