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
43,800
46
Female
2,445
Divorced
1
High School
Employed
40.928376
Urban
Premium
null
6
null
5
2020-02-25 15:21:39.288099
Good
No
Monthly
Apartment
39
43,801
34
Female
20,429
Married
1
High School
Employed
21.872509
Rural
Basic
null
8
564
1
2022-08-30 15:21:39.155231
Good
Yes
Rarely
Apartment
1,813
43,802
23
Female
39,387
Single
2
High School
Self-Employed
15.716102
Rural
Comprehensive
0
12
301
7
2022-08-07 15:21:39.272456
Poor
Yes
Weekly
Condo
1,540
43,803
28
Female
36,287
Married
4
Master's
null
34.630419
Urban
Basic
null
15
554
4
2023-02-05 15:21:39.092127
Average
Yes
Rarely
Apartment
487
43,804
35
Female
135,129
Divorced
1
High School
null
27.91945
Urban
Premium
0
11
521
1
2023-12-30 15:21:39.134960
Poor
Yes
Rarely
Condo
135
43,805
62
Male
21,894
Divorced
0
PhD
Self-Employed
38.272951
Suburban
Premium
null
8
713
8
2024-03-21 15:21:39.134960
Poor
No
Rarely
House
364
43,806
49
Female
1,205
Single
2
Master's
Employed
25.813953
Suburban
Premium
2
8
null
4
2020-07-17 15:21:39.164044
Poor
No
Monthly
Condo
635
43,807
63
Female
727
Single
1
Bachelor's
Self-Employed
null
Rural
Basic
null
12
763
4
2021-10-02 15:21:39.134960
Average
No
Rarely
House
1,408
43,808
25
Male
97,591
Divorced
3
PhD
null
29.637182
Rural
Comprehensive
1
18
null
6
2019-12-19 15:21:39.237118
Poor
No
Monthly
House
3,616
43,809
31
Male
null
Married
2
Master's
Self-Employed
48.026656
Suburban
Basic
3
18
644
8
2023-02-04 15:21:39.184157
Average
Yes
Monthly
Condo
2,291
43,810
31
Female
27,991
Divorced
2
Bachelor's
Unemployed
34.583643
Rural
Basic
1
13
689
4
2024-02-18 15:21:39.095696
Average
No
Daily
Condo
733
43,811
26
Male
14,051
Single
0
Master's
Employed
null
Urban
Premium
1
12
642
2
2021-05-18 15:21:39.184157
Good
No
Monthly
Apartment
909
43,812
53
Male
18,077
Single
2
PhD
Self-Employed
9.177901
Urban
Basic
0
1
null
1
2022-05-27 15:21:39.093681
Poor
Yes
Rarely
Apartment
605
43,813
58
Female
39,766
Divorced
4
High School
null
35.507787
Suburban
Premium
1
18
null
1
2020-04-11 15:21:39.091080
Good
No
Daily
House
767
43,814
44
Female
58,874
Divorced
0
PhD
Unemployed
30.964644
Rural
Basic
0
8
540
7
2019-09-17 15:21:39.173834
Poor
No
Weekly
Condo
111
43,815
52
Male
26,906
Divorced
3
High School
Unemployed
24.164844
Suburban
Comprehensive
null
14
413
3
2024-01-06 15:21:39.259788
Average
No
Monthly
House
1,727
43,816
60
Female
132,726
Divorced
3
High School
Self-Employed
44.92471
Suburban
Premium
null
7
348
2
2020-01-20 15:21:39.259788
Average
No
Monthly
Condo
1,752
43,817
55
Female
13,074
Divorced
2
Master's
Employed
15.006621
Rural
Premium
1
3
325
2
2020-07-28 15:21:39.164044
Poor
No
Rarely
Condo
1,449
43,818
31
Female
28,161
Married
0
Bachelor's
Employed
17.081329
Suburban
Premium
0
13
756
2
2020-01-13 15:21:39.155231
Good
No
Rarely
House
1,842
43,819
59
Female
11,551
Divorced
4
Bachelor's
Unemployed
14.170918
Rural
Comprehensive
null
6
765
8
2021-06-08 15:21:39.247098
null
No
Rarely
Condo
1,106
43,820
50
Female
17,289
Single
4
High School
null
null
Urban
Comprehensive
2
14
605
8
2021-02-19 15:21:39.122134
Poor
No
Monthly
Apartment
1,284
43,821
55
Male
16,051
Single
2
High School
Self-Employed
31.716409
Urban
Premium
3
8
798
7
2023-11-26 15:21:39.147735
Poor
No
Monthly
Apartment
830
43,822
58
Female
6,053
Married
4
PhD
null
17.509412
Urban
Premium
0
9
551
9
2020-01-02 15:21:39.145732
Good
No
Rarely
Condo
932
43,823
30
Female
39,788
Single
2
High School
Employed
17.845593
Rural
Comprehensive
null
12
521
1
2024-07-11 15:21:39.125660
Good
No
Daily
Condo
691
43,824
31
Female
123,933
Single
3
Master's
null
33.814031
Suburban
Premium
2
0
563
4
2024-04-06 15:21:39.155231
Poor
No
Rarely
Apartment
2,628
43,825
55
Male
28,215
Married
2
Master's
Unemployed
8.387593
Urban
Comprehensive
1
8
null
3
2020-04-13 15:21:39.134960
Good
Yes
Weekly
Condo
1,036
43,826
37
Male
54,962
Married
3
High School
null
36.178092
Suburban
Basic
2
15
474
8
2022-08-18 15:21:39.090124
Good
No
Monthly
Condo
2,108
43,827
44
Female
122,221
Divorced
3
Bachelor's
Employed
22.907865
Urban
Basic
null
14
505
9
2024-06-29 15:21:39.119168
Good
Yes
Weekly
House
221
43,828
44
Male
88,931
null
4
Bachelor's
Unemployed
15.04913
Suburban
Premium
null
10
null
5
2020-11-27 15:21:39.126661
Good
Yes
Monthly
House
1,852
43,829
39
Female
118,515
Single
1
Master's
Self-Employed
25.895706
Rural
Comprehensive
1
8
725
6
2019-11-23 15:21:39.192212
Poor
Yes
Daily
Condo
2,555
43,830
44
Male
23,755
Married
0
Bachelor's
Unemployed
5.965923
Suburban
Basic
null
4
819
5
2023-10-03 15:21:39.121169
Good
Yes
Monthly
Condo
1,219
43,831
45
Female
2,420
Divorced
4
PhD
Unemployed
8.690117
Rural
Basic
1
19
472
8
2024-02-27 15:21:39.237118
Good
No
Monthly
House
507
43,832
21
Male
69,519
Married
3
PhD
Self-Employed
34.981936
Urban
Basic
null
3
439
6
2023-03-13 15:21:39.155231
Average
No
Monthly
Apartment
1,302
43,833
58
Male
90,978
Divorced
4
Bachelor's
Unemployed
32.534654
Rural
Comprehensive
null
16
482
8
2022-03-26 15:21:39.184157
Good
No
Monthly
Condo
45
43,834
50
Female
71,211
Single
3
Master's
Self-Employed
36.048815
Urban
Basic
0
5
442
4
2024-05-18 15:21:39.283783
Good
No
Rarely
Apartment
1,770
43,835
64
Female
5,895
Married
1
High School
Employed
34.078952
Rural
Comprehensive
2
17
397
1
2023-05-22 15:21:39.237118
Good
Yes
Weekly
Condo
1,804
43,836
31
Female
46,734
Divorced
0
PhD
Employed
52.496256
Suburban
Comprehensive
null
8
728
5
2021-03-06 15:21:39.155231
Good
No
Weekly
Condo
451
43,837
37
Male
82,350
Married
2
Bachelor's
Self-Employed
51.813584
Rural
Basic
null
0
593
6
2024-08-07 15:21:39.269494
Average
Yes
Monthly
Condo
861
43,838
55
Female
74,864
Single
1
High School
null
24.617975
Urban
Premium
null
7
433
7
2021-08-14 15:21:39.134960
Good
Yes
Monthly
House
119
43,839
25
Male
30,804
Divorced
4
Bachelor's
null
23.99285
Urban
Comprehensive
0
3
null
9
2020-06-09 15:21:39.194829
Poor
Yes
Monthly
Apartment
890
43,840
27
Female
79,953
Single
2
Bachelor's
Self-Employed
38.703865
Suburban
Comprehensive
1
17
381
3
2020-03-14 15:21:39.270454
Good
No
Rarely
Condo
108
43,841
24
Male
935
Divorced
0
Bachelor's
null
37.424635
Suburban
Comprehensive
0
5
688
6
2023-07-04 15:21:39.172097
Good
No
Monthly
House
434
43,842
29
Female
1,204
Married
1
Master's
Employed
26.649621
Urban
Basic
2
9
591
1
2023-07-12 15:21:39.133866
Good
No
Rarely
Condo
2,157
43,843
60
Female
null
Married
2
Bachelor's
Unemployed
30.379899
Suburban
Basic
0
15
508
8
2022-12-23 15:21:39.155231
Average
No
Weekly
House
119
43,844
53
Male
54,432
Single
2
PhD
Unemployed
23.166856
Rural
Basic
2
8
687
9
2020-10-09 15:21:39.134960
Average
No
Daily
House
276
43,845
38
Male
4,564
null
0
Master's
null
25.096468
Suburban
Comprehensive
null
7
791
2
2022-06-01 15:21:39.197445
Average
No
Weekly
House
546
43,846
54
Female
7,742
Single
1
PhD
Employed
49.928657
Rural
Premium
1
13
752
9
2023-06-24 15:21:39.122134
Average
Yes
Daily
Condo
1,230
43,847
28
Female
15,746
Married
2
Master's
null
14.492314
Suburban
Premium
2
11
829
2
2019-11-01 15:21:39.187211
Poor
Yes
Daily
Apartment
738
43,848
51
Female
10,192
Married
2
High School
Employed
10.516048
Rural
Premium
null
19
725
4
2024-04-05 15:21:39.120168
Average
No
Daily
Apartment
1,592
43,849
52
Female
14,988
Divorced
1
PhD
null
21.484602
Urban
Basic
0
8
419
1
2022-05-12 15:21:39.288099
Poor
No
Daily
Condo
767
43,850
36
Female
11,705
Single
1
High School
Self-Employed
5.892419
Rural
Comprehensive
0
16
621
7
2021-06-13 15:21:39.226954
Poor
Yes
Daily
Apartment
1,796
43,851
41
Male
13,974
Married
2
PhD
Unemployed
33.360121
Suburban
Premium
null
18
331
5
2021-04-22 15:21:39.256696
Good
No
Daily
House
1,700
43,852
40
Female
47,877
Divorced
3
PhD
null
14.53111
Rural
Basic
null
1
427
2
2022-01-09 15:21:39.288099
Average
No
Weekly
Condo
1,251
43,853
54
Male
43,835
Single
3
Master's
Unemployed
16.568975
Urban
Basic
0
16
null
4
2023-01-31 15:21:39.182597
Poor
Yes
Weekly
House
639
43,854
37
Female
1,575
Single
3
Bachelor's
Self-Employed
34.958409
Urban
Comprehensive
0
13
742
5
2024-02-03 15:21:39.155231
Average
Yes
Weekly
House
26
43,855
52
Male
18,487
Married
0
Bachelor's
Employed
9.764847
Rural
Premium
1
10
615
3
2024-06-02 15:21:39.122134
Poor
Yes
Rarely
Condo
2,092
43,856
19
Male
514
Single
1
High School
null
13.521191
Urban
Premium
null
18
null
4
2020-02-14 15:21:39.155231
Poor
No
Daily
House
101
43,857
46
Female
29,483
Single
4
PhD
null
null
Urban
Comprehensive
null
1
623
9
2024-03-09 15:21:39.180553
Poor
No
Monthly
Condo
1,806
43,858
34
Female
11,174
Single
4
High School
Unemployed
22.716287
Suburban
Basic
2
0
null
9
2024-01-07 15:21:39.164044
Average
No
Monthly
Apartment
34
43,859
24
Male
2,845
Divorced
1
PhD
Unemployed
18.843266
Rural
Comprehensive
null
1
827
8
2019-12-22 15:21:39.192212
Average
Yes
Rarely
Condo
2,083
43,860
57
Female
37,652
Divorced
0
Master's
Self-Employed
36.472853
Suburban
Comprehensive
null
11
391
3
2021-09-25 15:21:39.237118
Poor
Yes
Weekly
Condo
495
43,861
43
Male
15,776
Single
1
Bachelor's
Self-Employed
27.481799
Rural
Premium
null
17
762
6
2024-01-01 15:21:39.228521
Poor
No
Monthly
Condo
1,228
43,862
51
Male
12,074
Divorced
2
Bachelor's
null
null
Urban
Premium
2
13
632
6
2023-10-13 15:21:39.155231
Good
No
Rarely
Condo
471
43,863
53
Female
12,856
Divorced
1
PhD
Self-Employed
23.073493
Urban
Comprehensive
0
8
null
9
2022-03-14 15:21:39.134960
Good
Yes
Monthly
House
1,580
43,864
30
Female
4,761
Married
2
Master's
Self-Employed
26.584558
Rural
Basic
1
6
461
7
2021-12-26 15:21:39.155231
null
Yes
Daily
House
120
43,865
62
Male
24,892
Married
0
PhD
null
11.380086
Rural
Basic
null
19
403
2
2020-04-21 15:21:39.232526
Average
No
Weekly
House
527
43,866
55
Male
9,071
Married
4
High School
Employed
22.502465
Rural
Basic
0
13
783
6
2021-04-15 15:21:39.265513
Average
Yes
Daily
Apartment
788
43,867
41
Female
3,649
Divorced
1
High School
Employed
26.98436
Suburban
Basic
3
16
772
7
2023-12-08 15:21:39.116179
Good
Yes
Rarely
Apartment
2,122
43,868
37
Male
28,354
Divorced
1
PhD
null
29.934619
Suburban
Basic
null
16
528
4
2021-09-04 15:21:39.202448
Average
Yes
Monthly
Apartment
1,061
43,869
45
Male
1,002
Single
1
High School
null
4.087549
Suburban
Premium
null
7
653
7
2021-02-09 15:21:39.208842
Average
Yes
Weekly
Condo
112
43,870
42
Female
24,983
Divorced
3
Bachelor's
Employed
19.948449
Suburban
Basic
1
16
397
4
2023-05-26 15:21:39.121169
Average
No
Monthly
House
1,654
43,871
60
Male
120,625
Single
2
High School
Employed
17.161697
Suburban
Basic
2
15
449
9
2020-02-02 15:21:39.289099
Average
Yes
Weekly
Apartment
2,070
43,872
27
Female
24,963
Single
2
Bachelor's
Self-Employed
30.283733
Urban
Basic
1
14
652
3
2021-01-09 15:21:39.155231
Average
No
Rarely
Condo
1,621
43,873
64
Male
1,759
Divorced
4
Bachelor's
Unemployed
20.392832
Rural
Basic
0
8
479
5
2020-04-02 15:21:39.268507
Good
Yes
Rarely
House
2,412
43,874
53
Male
70,545
Married
null
Bachelor's
null
12.673431
Suburban
Basic
0
9
376
5
2022-11-20 15:21:39.112553
Good
Yes
Weekly
Condo
991
43,875
44
Female
58,919
Married
1
PhD
null
31.615628
Suburban
Comprehensive
1
6
456
7
2024-08-10 15:21:39.126661
Good
No
Weekly
Condo
295
43,876
19
Male
46,600
Single
2
Master's
Employed
null
Urban
Basic
0
14
656
4
2021-11-20 15:21:39.134960
Poor
Yes
Monthly
Apartment
393
43,877
42
Male
2,571
Single
1
Bachelor's
Self-Employed
15.047874
Urban
Basic
0
17
569
4
2023-02-23 15:21:39.167099
Average
Yes
Daily
House
2,236
43,878
63
Female
2,698
Divorced
4
High School
null
15.72667
Urban
Comprehensive
0
14
517
1
2023-05-27 15:21:39.080440
null
Yes
Monthly
Condo
535
43,879
46
Female
35,278
Divorced
null
Bachelor's
Self-Employed
12.846708
Rural
Basic
3
12
543
4
2021-02-18 15:21:39.155231
Average
Yes
Daily
Apartment
168
43,880
28
Female
5,936
Married
1
Master's
Self-Employed
34.73943
Urban
Basic
0
1
821
6
2023-10-04 15:21:39.222387
Poor
Yes
Weekly
Apartment
3,424
43,881
30
Female
2,487
Divorced
2
Master's
Unemployed
15.867453
Urban
Premium
null
2
697
4
2019-08-20 15:21:39.204790
Average
Yes
Monthly
Apartment
714
43,882
57
Male
59,944
Married
4
Bachelor's
null
26.074544
Rural
Basic
null
6
331
4
2021-08-02 15:21:39.155231
Poor
No
Weekly
Condo
279
43,883
36
Male
132,458
Married
null
Bachelor's
Employed
31.187839
Suburban
Basic
null
18
453
6
2022-11-06 15:21:39.260856
Average
Yes
Monthly
Apartment
1,123
43,884
51
Female
70,867
Single
3
High School
null
12.813545
Suburban
Basic
null
3
441
5
2022-03-31 15:21:39.237118
Poor
No
Rarely
House
531
43,885
19
Female
45,912
Divorced
1
High School
Employed
19.273926
Rural
Comprehensive
null
6
767
7
2024-07-14 15:21:39.148733
Average
No
Monthly
Apartment
514
43,886
63
Male
7,713
Divorced
0
Master's
Employed
20.955222
Rural
Premium
0
11
513
1
2020-07-20 15:21:39.147735
Good
No
Rarely
House
100
43,887
47
Female
2,732
Single
0
Bachelor's
null
22.440058
Rural
Comprehensive
null
4
693
2
2023-10-29 15:21:39.194829
Average
Yes
Rarely
House
110
43,888
33
Female
43,439
Divorced
4
Master's
null
11.756688
Suburban
Premium
4
3
562
3
2023-09-05 15:21:39.155231
Poor
No
Monthly
Apartment
1,124
43,889
33
Female
707
Divorced
0
Bachelor's
Self-Employed
31.4499
Urban
Comprehensive
null
6
472
1
2021-07-13 15:21:39.185215
Good
Yes
Weekly
Apartment
1,483
43,890
36
Male
6,164
Married
4
PhD
Self-Employed
41.041067
Suburban
Basic
2
6
767
6
2020-03-30 15:21:39.155231
Average
No
Monthly
House
872
43,891
58
Female
1,355
Divorced
4
Master's
null
39.447601
Rural
Basic
3
4
577
6
2020-12-03 15:21:39.134960
Poor
No
Daily
Apartment
955
43,892
23
Female
5,950
Married
2
PhD
Employed
47.38699
Suburban
Premium
3
6
731
8
2019-11-18 15:21:39.155231
Average
Yes
Weekly
Condo
925
43,893
30
Male
31,866
Married
3
PhD
Unemployed
32.572066
Rural
Basic
1
10
554
2
2020-10-11 15:21:39.204790
Poor
Yes
Weekly
Condo
543
43,894
53
Male
8,098
Divorced
0
High School
Employed
7.834704
Urban
Comprehensive
2
13
646
1
2024-06-14 15:21:39.134960
Poor
Yes
Weekly
House
884
43,895
57
Male
70,467
Single
0
High School
Employed
33.918884
Urban
Premium
1
0
315
2
2023-09-23 15:21:39.226954
Good
No
Weekly
House
571
43,896
47
Male
28,776
Divorced
4
Bachelor's
Self-Employed
27.446848
Rural
Comprehensive
2
19
397
3
2022-05-26 15:21:39.113566
Average
Yes
Weekly
House
1,607
43,897
63
Male
24,829
Divorced
0
Bachelor's
Unemployed
22.358515
Suburban
Premium
1
9
726
9
2023-11-22 15:21:39.123711
Good
Yes
Rarely
Apartment
950
43,898
36
Female
22,473
Married
4
Bachelor's
Unemployed
14.076421
Urban
Comprehensive
0
3
421
6
2022-05-10 15:21:39.194829
Average
Yes
Weekly
Condo
715
43,899
54
Male
16,647
Single
4
Bachelor's
Self-Employed
23.1717
Urban
Premium
1
11
569
8
2021-11-17 15:21:39.237118
Poor
Yes
Weekly
Apartment
3,526