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
1,183,800
32
Male
25,863
Married
2
Master's
Unemployed
22.504901
Suburban
Basic
0
5
590
9
2024-05-12 15:21:39.097737
Good
Yes
Monthly
House
177
1,183,801
43
Male
1,270
Single
1
Bachelor's
Unemployed
27.813304
Suburban
Basic
2
18
null
3
2020-04-06 15:21:39.172097
Good
Yes
Daily
House
673
1,183,802
29
Male
25,387
Married
2
High School
Self-Employed
43.755714
Rural
Basic
2
5
712
9
2020-05-30 15:21:39.206847
Average
Yes
Weekly
House
531
1,183,803
43
Female
25,011
Married
0
PhD
Self-Employed
31.87971
Suburban
Comprehensive
null
10
null
4
2021-05-24 15:21:39.168099
Average
Yes
Weekly
House
22
1,183,804
64
Female
95,741
Married
0
Master's
null
24.571196
Suburban
Comprehensive
0
19
438
3
2024-03-22 15:21:39.177724
Average
No
Weekly
House
1,479
1,183,805
21
Male
100,385
Divorced
3
PhD
null
9.092939
Rural
Basic
1
18
565
7
2021-02-22 15:21:39.276901
null
No
Weekly
Apartment
20
1,183,806
45
Male
25,211
Divorced
2
High School
null
11.654917
Suburban
Comprehensive
0
8
null
3
2021-12-12 15:21:39.134960
Good
No
Weekly
Apartment
901
1,183,807
55
Male
35,547
Single
3
PhD
null
21.534321
Suburban
Comprehensive
0
4
547
9
2021-07-26 15:21:39.155231
null
Yes
Monthly
House
55
1,183,808
55
Male
27,113
Single
4
High School
Unemployed
31.854187
Suburban
Premium
0
18
495
5
2022-01-27 15:21:39.134960
Poor
No
Daily
Apartment
2,104
1,183,809
37
Female
3,298
Single
4
Master's
Employed
15.411769
Rural
Comprehensive
null
13
639
4
2024-06-07 15:21:39.121169
Poor
Yes
Rarely
Apartment
2,295
1,183,810
41
Male
132,439
Single
null
PhD
Employed
27.230099
Rural
Comprehensive
2
11
826
6
2024-05-08 15:21:39.247098
Poor
No
Weekly
Apartment
3,555
1,183,811
36
Female
1,787
Single
2
Bachelor's
Employed
28.417836
Urban
Basic
1
11
587
2
2020-08-18 15:21:39.079128
Average
Yes
Weekly
Condo
28
1,183,812
44
Male
482
Single
0
Master's
Unemployed
42.598467
Urban
Basic
2
1
477
5
2020-04-18 15:21:39.171102
Good
No
Daily
Apartment
387
1,183,813
24
Male
35,786
Single
4
Master's
Employed
37.254434
Suburban
Basic
2
18
738
3
2022-08-02 15:21:39.155231
Poor
Yes
Daily
House
736
1,183,814
38
Male
9,087
Single
4
High School
null
27.927985
Urban
Basic
null
6
784
9
2021-10-22 15:21:39.245086
Good
No
Daily
Apartment
1,327
1,183,815
46
Female
3,240
null
0
Master's
null
16.723831
Rural
Comprehensive
4
2
null
1
2023-11-09 15:21:39.134960
Average
No
Daily
House
1,206
1,183,816
44
Female
957
Single
4
Bachelor's
Employed
5.67
Urban
Basic
null
13
453
4
2021-07-06 15:21:39.155231
Poor
No
Weekly
Condo
476
1,183,817
48
Male
39,803
Single
1
Master's
null
22.134427
Suburban
Basic
0
8
null
9
2019-10-15 15:21:39.134960
Average
No
Monthly
Condo
469
1,183,818
60
Female
16,058
Married
4
Master's
null
16.907392
Rural
Basic
null
3
null
9
2024-05-26 15:21:39.155231
Average
Yes
Daily
Apartment
719
1,183,819
54
Male
829
Divorced
2
PhD
null
37.233418
Urban
Basic
0
2
456
1
2021-03-21 15:21:39.134960
Average
No
Monthly
Condo
1,192
1,183,820
35
Female
24,983
Married
4
High School
null
27.882048
Suburban
Basic
null
19
null
3
2021-02-13 15:21:39.192212
Good
Yes
Weekly
Condo
921
1,183,821
28
Male
41,763
Single
0
High School
Employed
22.810057
Rural
Basic
0
0
null
1
2023-10-15 15:21:39.181605
Good
Yes
Weekly
Condo
650
1,183,822
59
Male
32,417
Married
null
High School
null
26.967306
Rural
Basic
1
14
512
5
2023-08-22 15:21:39.213373
Good
Yes
Weekly
Apartment
572
1,183,823
34
Female
25,211
Divorced
0
PhD
Unemployed
31.447633
Rural
Premium
1
9
653
5
2022-06-28 15:21:39.180553
Average
Yes
Monthly
Apartment
1,053
1,183,824
49
Female
46,847
Married
2
Bachelor's
Employed
26.63368
Urban
Basic
null
7
778
2
2023-05-25 15:21:39.086123
Poor
No
Monthly
Condo
341
1,183,825
55
Female
28,561
Divorced
3
Master's
Employed
32.14173
Suburban
Comprehensive
null
16
790
5
2020-07-04 15:21:39.134960
null
Yes
Daily
Condo
1,198
1,183,826
51
Female
875
Married
3
High School
Self-Employed
45.814905
Suburban
Basic
1
1
561
7
2021-05-31 15:21:39.272456
Average
No
Daily
House
239
1,183,827
62
Male
null
Single
0
Master's
Unemployed
29.54781
Suburban
Premium
4
15
369
7
2021-08-08 15:21:39.274993
Poor
No
Weekly
Condo
1,709
1,183,828
54
Female
34,040
Married
4
PhD
Self-Employed
38.087877
Rural
Basic
null
14
682
6
2023-06-12 15:21:39.270454
Average
No
Rarely
Condo
110
1,183,829
47
Male
40,848
Divorced
3
Master's
Employed
16.044438
Urban
Comprehensive
0
15
643
3
2024-07-31 15:21:39.282785
Good
Yes
Daily
House
3,153
1,183,830
48
Male
113,379
Divorced
1
Bachelor's
Unemployed
29.715572
Urban
Comprehensive
null
14
383
2
2022-03-17 15:21:39.155231
Average
Yes
Daily
Condo
2,874
1,183,831
60
Male
16,853
Married
null
Bachelor's
Unemployed
51.055744
Suburban
Comprehensive
null
1
null
4
2024-05-16 15:21:39.095696
Average
No
Daily
Apartment
607
1,183,832
28
Male
64,390
Married
0
Master's
Unemployed
18.95729
Rural
Premium
0
1
340
3
2023-05-10 15:21:39.274993
Good
No
Monthly
Condo
898
1,183,833
25
Female
3,565
Single
0
High School
Employed
7.593169
Urban
Premium
0
4
454
9
2022-06-11 15:21:39.084065
Average
No
Daily
Apartment
1,401
1,183,834
47
Female
7,589
Married
null
Bachelor's
Unemployed
31.856993
Rural
Comprehensive
null
17
493
2
2023-10-28 15:21:39.259788
Average
Yes
Daily
Apartment
655
1,183,835
33
Male
43,738
Single
3
High School
Unemployed
null
Rural
Premium
null
6
659
4
2024-06-08 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,597
1,183,836
64
Female
55,974
Married
0
High School
Self-Employed
26.743245
Suburban
Comprehensive
1
4
625
7
2020-08-03 15:21:39.285112
Poor
Yes
Monthly
House
391
1,183,837
56
Female
null
Single
1
High School
Employed
51.185827
Suburban
Premium
null
3
600
3
2021-01-17 15:21:39.231531
Average
Yes
Weekly
Condo
1,764
1,183,838
61
Male
19,555
Married
4
Master's
Employed
25.151963
Urban
Premium
0
3
404
7
2022-08-16 15:21:39.226954
Average
Yes
Rarely
Condo
1,403
1,183,839
37
Male
138,168
Single
0
Master's
Employed
40.827308
Suburban
Premium
null
7
732
7
2023-01-08 15:21:39.134960
Poor
No
Monthly
House
277
1,183,840
48
Female
17,175
Single
1
Master's
Self-Employed
13.26145
Rural
Premium
null
10
721
1
2019-09-07 15:21:39.226954
Poor
No
Weekly
Condo
2,056
1,183,841
55
Male
20,489
Married
2
PhD
null
44.564977
Rural
Comprehensive
1
12
497
3
2022-09-10 15:21:39.273973
Good
No
Rarely
Apartment
2,134
1,183,842
33
Male
84,078
Married
null
High School
Employed
50.943751
Rural
Comprehensive
1
15
510
5
2020-08-06 15:21:39.096739
Poor
No
Rarely
Condo
311
1,183,843
59
Male
15,641
Divorced
1
Master's
Self-Employed
22.93801
Urban
Basic
null
14
null
3
2023-07-06 15:21:39.134960
Poor
Yes
Daily
Condo
944
1,183,844
33
Female
41,700
Single
2
Bachelor's
null
19.038585
Suburban
Comprehensive
0
10
559
2
2023-05-26 15:21:39.155231
Average
No
Daily
House
733
1,183,845
48
Female
102,738
Single
0
Bachelor's
Employed
22.332299
Suburban
Basic
1
8
382
3
2019-10-22 15:21:39.253660
Poor
Yes
Rarely
Condo
485
1,183,846
40
Male
35,297
Married
4
High School
Employed
35.065343
Suburban
Premium
0
1
744
1
2023-12-06 15:21:39.134960
Average
No
Daily
Condo
3,438
1,183,847
28
Male
null
null
2
Master's
Unemployed
47.957446
Rural
Comprehensive
0
9
410
5
2020-03-29 15:21:39.288099
Poor
No
Daily
House
4,835
1,183,848
52
Female
92,960
Married
0
PhD
Unemployed
4.611121
Rural
Premium
1
9
469
7
2021-05-01 15:21:39.130190
Average
Yes
Monthly
Apartment
248
1,183,849
40
Female
527
Single
4
High School
null
30.893833
Rural
Comprehensive
0
2
689
9
2023-02-20 15:21:39.170099
Good
Yes
Daily
House
2,033
1,183,850
38
Female
55,784
Married
null
PhD
Employed
17.878751
Suburban
Basic
1
10
403
4
2021-05-08 15:21:39.155231
Poor
Yes
Monthly
Apartment
955
1,183,851
62
Female
34,991
Married
0
Master's
null
3.869501
Suburban
Comprehensive
null
6
718
2
2022-08-04 15:21:39.092127
Good
Yes
Weekly
Apartment
823
1,183,852
50
Male
44,680
Single
4
Bachelor's
null
34.083498
Urban
Comprehensive
null
7
508
1
2023-05-19 15:21:39.181605
Poor
Yes
Weekly
Condo
1,215
1,183,853
38
Male
75,742
Divorced
2
Master's
null
null
Rural
Premium
null
18
312
6
2020-01-17 15:21:39.180553
Good
No
Weekly
Condo
2,342
1,183,854
28
Male
36,130
Divorced
4
High School
Self-Employed
26.738644
Suburban
Comprehensive
null
10
549
3
2022-04-07 15:21:39.134960
Average
No
Rarely
Condo
1,365
1,183,855
23
Female
32,168
Married
2
Bachelor's
null
30.837392
Urban
Basic
0
4
766
2
2022-05-03 15:21:39.080440
Good
No
Weekly
Condo
1,126
1,183,856
30
Female
419
Divorced
3
Bachelor's
Self-Employed
22.250172
Rural
Comprehensive
2
5
788
1
2020-11-11 15:21:39.125660
Good
No
Monthly
House
1,307
1,183,857
57
Male
6,979
Divorced
1
PhD
Employed
29.181623
Rural
Comprehensive
2
5
511
7
2020-02-23 15:21:39.192212
Good
Yes
Weekly
Apartment
685
1,183,858
31
Female
24,862
Married
null
Bachelor's
null
28.934243
Rural
Basic
0
16
785
6
2020-11-11 15:21:39.248098
Poor
Yes
Daily
Apartment
734
1,183,859
18
Male
2,883
Married
4
Master's
Self-Employed
31.390768
Suburban
Basic
1
9
null
2
2021-02-17 15:21:39.263607
Good
No
Weekly
Apartment
2,122
1,183,860
27
Male
85,741
Divorced
4
Master's
Employed
15.997933
Urban
Comprehensive
2
14
652
2
2022-09-03 15:21:39.087123
Good
Yes
Weekly
Condo
2,416
1,183,861
62
Female
3,801
Married
0
Bachelor's
Unemployed
22.168817
Urban
Premium
0
6
803
2
2022-08-13 15:21:39.091080
Poor
No
Daily
House
2,054
1,183,862
27
Male
758
Divorced
3
Bachelor's
Unemployed
31.685732
Suburban
Premium
0
2
486
6
2024-06-08 15:21:39.272456
Average
Yes
Rarely
House
801
1,183,863
53
Male
51,321
Divorced
1
Master's
Self-Employed
33.973126
Rural
Basic
0
11
602
4
2022-09-03 15:21:39.192212
Good
Yes
Rarely
Condo
391
1,183,864
45
Male
2,557
Divorced
2
PhD
Employed
7.786824
Rural
Comprehensive
0
7
492
7
2024-04-02 15:21:39.263607
Good
No
Weekly
House
491
1,183,865
56
Male
45,831
Single
3
High School
Unemployed
18.63372
Suburban
Premium
1
19
410
9
2021-04-17 15:21:39.106582
Good
No
Monthly
Condo
581
1,183,866
43
Male
4,981
Married
1
Bachelor's
Employed
51.232899
Rural
Comprehensive
null
15
575
6
2021-04-19 15:21:39.199447
Poor
No
Weekly
Apartment
647
1,183,867
22
Female
18,671
Single
2
High School
Self-Employed
17.914051
Urban
Premium
null
11
757
3
2022-12-01 15:21:39.132191
Poor
Yes
Weekly
Condo
1,102
1,183,868
36
Male
null
Divorced
1
PhD
Unemployed
31.122402
Rural
Premium
2
4
817
4
2020-11-29 15:21:39.274993
Poor
No
Rarely
Condo
23
1,183,869
51
Female
6,833
Single
0
Bachelor's
Employed
22.056219
Rural
Premium
null
2
816
2
2024-05-19 15:21:39.081504
Average
Yes
Rarely
Condo
830
1,183,870
19
Female
7,092
Divorced
1
High School
Employed
29.879797
Urban
Comprehensive
2
11
762
7
2023-02-24 15:21:39.192212
Good
No
Weekly
Apartment
1,266
1,183,871
23
Female
36,920
Divorced
0
Bachelor's
null
28.039059
Urban
Comprehensive
null
15
775
5
2022-02-15 15:21:39.155231
Average
Yes
Daily
House
1,690
1,183,872
18
Male
19,888
Single
0
High School
null
22.824358
Urban
Premium
1
0
696
2
2023-03-26 15:21:39.094752
Poor
No
Weekly
Apartment
1,116
1,183,873
55
Male
null
Divorced
3
Master's
Employed
null
Rural
Basic
2
9
751
6
2021-11-12 15:21:39.131192
Good
No
Monthly
House
1,871
1,183,874
44
Male
239
Divorced
4
High School
null
41.078541
Urban
Basic
1
18
690
9
2022-06-20 15:21:39.134960
Poor
No
Rarely
House
166
1,183,875
21
Male
17,215
Married
3
Bachelor's
Self-Employed
44.067924
Suburban
Comprehensive
1
7
480
7
2019-09-08 15:21:39.165120
Poor
Yes
Daily
Apartment
172
1,183,876
63
Male
11,881
Divorced
3
Master's
Employed
36.180319
Suburban
Basic
0
1
null
4
2023-03-20 15:21:39.248098
Good
No
Rarely
House
2,359
1,183,877
64
Female
15,107
Married
2
Bachelor's
null
28.274466
Rural
Premium
null
18
693
4
2021-02-09 15:21:39.081504
Good
No
Weekly
Apartment
1,209
1,183,878
34
Male
7,077
Divorced
1
PhD
null
22.829844
Rural
Basic
null
11
797
1
2021-11-29 15:21:39.120168
Good
No
Weekly
Apartment
590
1,183,879
32
Female
28,561
Single
2
Bachelor's
Self-Employed
20.907723
Suburban
Basic
1
7
622
8
2021-07-02 15:21:39.237118
null
Yes
Monthly
Apartment
966
1,183,880
42
Female
10,625
Single
0
Master's
Self-Employed
34.193337
Urban
Comprehensive
1
9
416
7
2022-01-31 15:21:39.206847
Average
No
Monthly
Condo
1,004
1,183,881
28
Female
146,189
Married
null
Master's
null
32.648737
Urban
Premium
null
19
846
5
2019-12-07 15:21:39.237118
Poor
Yes
Monthly
House
177
1,183,882
32
Male
73,629
Single
0
High School
null
50.320134
Urban
Comprehensive
1
3
511
3
2020-09-02 15:21:39.155231
Good
Yes
Weekly
Condo
1,844
1,183,883
28
Female
38,152
Single
3
Master's
Unemployed
18.876644
Urban
Premium
1
10
753
4
2021-05-13 15:21:39.104139
Poor
No
Monthly
Apartment
1,148
1,183,884
49
Female
3,641
Married
4
High School
Unemployed
17.073665
Rural
Premium
null
3
586
7
2022-06-07 15:21:39.194829
Poor
Yes
Rarely
Condo
2,178
1,183,885
46
Male
101,914
Divorced
0
High School
null
22.737672
Rural
Basic
2
10
638
6
2020-02-03 15:21:39.254678
null
Yes
Daily
Condo
1,793
1,183,886
null
Female
59,514
Married
2
Bachelor's
Unemployed
20.848152
Urban
Comprehensive
1
0
511
2
2021-02-19 15:21:39.222387
Good
Yes
Monthly
Apartment
2,155
1,183,887
39
Female
114,061
Married
1
Master's
null
21.745521
Suburban
Comprehensive
0
5
463
4
2021-02-04 15:21:39.148733
Good
Yes
Weekly
House
49
1,183,888
54
Female
38,305
null
1
Bachelor's
Self-Employed
38.252748
Suburban
Basic
0
7
629
8
2023-11-20 15:21:39.152732
Poor
Yes
Monthly
Apartment
37
1,183,889
64
Female
50,834
Single
1
High School
Self-Employed
6.316538
Urban
Basic
1
8
384
2
2020-01-30 15:21:39.085129
Average
No
Daily
Condo
1,203
1,183,890
42
Female
46,313
Single
1
Bachelor's
null
47.918069
Urban
Premium
1
3
584
1
2021-12-01 15:21:39.126661
Good
No
Monthly
Apartment
219
1,183,891
27
Female
5,876
Married
4
PhD
Employed
41.724993
Rural
Premium
0
15
653
4
2023-09-05 15:21:39.221386
Average
No
Monthly
Condo
3,244
1,183,892
22
Male
31,504
Divorced
4
PhD
Self-Employed
16.793828
Urban
Basic
1
7
844
6
2021-08-01 15:21:39.155231
Average
Yes
Monthly
Apartment
216
1,183,893
33
Female
55,839
Single
4
High School
Self-Employed
34.869808
Rural
Premium
null
0
421
9
2020-01-10 15:21:39.274993
Good
Yes
Daily
Apartment
788
1,183,894
61
Male
1,045
Divorced
4
PhD
null
27.3711
Rural
Premium
2
18
581
4
2023-05-30 15:21:39.117183
Good
No
Monthly
Apartment
1,544
1,183,895
27
Female
null
Divorced
3
High School
null
9.74122
Suburban
Premium
5
1
588
8
2022-10-28 15:21:39.087123
Poor
No
Daily
Condo
2,211
1,183,896
55
Female
18,284
Married
4
High School
Employed
18.829504
Suburban
Comprehensive
0
0
679
2
2022-04-08 15:21:39.251142
Average
Yes
Rarely
Apartment
803
1,183,897
30
Male
26,981
Single
3
Master's
null
22.793904
Urban
Premium
null
19
612
1
2022-06-16 15:21:39.233485
Poor
No
Daily
Apartment
1,332
1,183,898
38
Female
14,093
Married
1
High School
Unemployed
45.934256
Rural
Basic
1
8
662
9
2022-10-14 15:21:39.276901
Average
No
Rarely
Apartment
537
1,183,899
49
Female
40,585
Married
3
Master's
Unemployed
37.223481
Urban
Basic
null
10
796
7
2024-05-15 15:21:39.155231
Poor
Yes
Daily
Condo
431