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
1,190,700
32
Male
22,161
Married
3
Bachelor's
null
48.698928
Suburban
Basic
0
2
752
3
2022-05-07 15:21:39.219432
Good
Yes
Weekly
House
792
1,190,701
34
Female
null
Single
1
High School
Unemployed
null
Urban
Comprehensive
null
8
686
6
2019-09-24 15:21:39.237118
Good
Yes
Daily
House
2,317
1,190,702
30
Female
null
null
3
High School
Unemployed
44.175945
Suburban
Comprehensive
null
4
534
6
2022-05-27 15:21:39.080440
Poor
No
Daily
House
2,097
1,190,703
47
Male
19,580
Divorced
4
PhD
Unemployed
20.818557
Rural
Comprehensive
0
19
557
9
2019-10-17 15:21:39.095696
Poor
Yes
Weekly
Condo
1,099
1,190,704
22
Male
25,168
Married
0
High School
Employed
30.691488
Urban
Comprehensive
0
14
800
1
2020-07-14 15:21:39.115178
Average
No
Daily
Condo
574
1,190,705
56
Male
52,732
Single
4
PhD
Employed
43.799929
Suburban
Premium
4
3
432
3
2021-10-20 15:21:39.167099
Average
No
Rarely
Condo
2,007
1,190,706
38
Female
35,297
Single
3
PhD
Self-Employed
47.869078
Urban
Basic
0
2
753
5
2020-09-01 15:21:39.271453
Good
No
Rarely
House
255
1,190,707
18
Female
34,403
Single
null
Master's
Unemployed
25.734196
Rural
Comprehensive
null
7
677
9
2019-11-13 15:21:39.194829
Average
No
Monthly
Condo
484
1,190,708
43
Female
3,723
Single
3
Bachelor's
Employed
31.564367
Suburban
Premium
1
4
426
6
2023-01-20 15:21:39.126661
Average
No
Rarely
House
1,312
1,190,709
51
Male
39,737
Married
0
PhD
Unemployed
13.834981
Suburban
Comprehensive
null
11
489
5
2022-11-26 15:21:39.145732
Average
No
Daily
House
696
1,190,710
45
Female
31,007
Divorced
0
High School
Self-Employed
19.510836
Urban
Basic
null
18
684
9
2022-11-30 15:21:39.172097
Good
No
Daily
Condo
130
1,190,711
34
Male
2,726
Single
1
Master's
Self-Employed
28.846264
Rural
Comprehensive
null
12
null
2
2024-06-07 15:21:39.126661
Average
Yes
Monthly
Apartment
2,319
1,190,712
55
Female
141,167
Single
3
Master's
Self-Employed
43.086842
Suburban
Comprehensive
1
0
794
5
2022-10-30 15:21:39.279729
Good
No
Daily
Apartment
393
1,190,713
51
Male
82,822
Divorced
1
Master's
Self-Employed
20.391437
Urban
Basic
0
3
427
9
2023-05-26 15:21:39.121169
Good
No
Rarely
Condo
1,709
1,190,714
27
Female
38,820
Divorced
2
PhD
Self-Employed
50.070059
Urban
Basic
0
0
515
2
2021-11-27 15:21:39.148733
Good
No
Daily
Apartment
1,533
1,190,715
35
Female
17,044
Divorced
3
PhD
Unemployed
42.918252
Suburban
Premium
2
13
602
6
2021-02-11 15:21:39.090124
Poor
Yes
Rarely
House
54
1,190,716
49
Male
127,938
Divorced
4
Bachelor's
Employed
43.979131
Suburban
Premium
null
18
408
2
2021-10-29 15:21:39.166062
Average
No
Weekly
House
1,426
1,190,717
27
Female
124,424
Divorced
2
High School
null
35.769246
Urban
Basic
0
17
486
4
2021-05-16 15:21:39.248098
Good
No
Rarely
Condo
101
1,190,718
18
Female
12,207
Divorced
0
PhD
Unemployed
27.966281
Urban
Basic
null
19
null
9
2023-08-27 15:21:39.223901
Poor
No
Monthly
Condo
1,270
1,190,719
39
Female
47,596
Married
2
Bachelor's
Unemployed
26.836582
Rural
Comprehensive
1
9
425
5
2021-03-13 15:21:39.143708
Average
No
Rarely
Apartment
1,309
1,190,720
27
Male
16,891
Single
4
Bachelor's
null
17.81606
Urban
Premium
1
17
653
3
2021-05-18 15:21:39.155231
Good
Yes
Rarely
Condo
35
1,190,721
45
Female
5,512
Single
null
High School
null
null
Suburban
Premium
0
15
723
6
2019-09-18 15:21:39.237118
Poor
Yes
Monthly
Condo
434
1,190,722
56
Female
37,156
Single
4
Bachelor's
Self-Employed
47.246883
Urban
Comprehensive
1
8
649
5
2021-09-28 15:21:39.254678
null
No
Daily
Apartment
185
1,190,723
48
Male
132,622
Single
0
Bachelor's
Unemployed
15.843407
Urban
Comprehensive
2
17
null
3
2023-07-12 15:21:39.171102
Average
Yes
Rarely
Apartment
2,105
1,190,724
36
Female
12,791
Married
0
PhD
null
21.787215
Rural
Premium
null
17
717
5
2022-11-19 15:21:39.151732
Good
No
Monthly
House
911
1,190,725
64
Male
29,587
Divorced
3
Bachelor's
null
11.404494
Urban
Basic
1
3
668
6
2023-03-26 15:21:39.181605
Average
No
Rarely
Apartment
2,562
1,190,726
40
Female
40,682
Divorced
4
Master's
Employed
14.908386
Urban
Basic
0
5
333
8
2019-10-13 15:21:39.144722
Average
No
Monthly
House
1,356
1,190,727
32
Male
32,163
Single
3
Bachelor's
Unemployed
29.829238
Suburban
Comprehensive
0
13
586
9
2023-09-22 15:21:39.084065
Average
Yes
Weekly
Apartment
892
1,190,728
22
Female
35,963
Divorced
4
High School
Unemployed
10.08738
Urban
Comprehensive
1
9
319
4
2024-06-25 15:21:39.085129
Average
Yes
Daily
House
1,798
1,190,729
null
Male
8,078
Divorced
4
PhD
Employed
42.812138
Urban
Comprehensive
null
0
776
3
2022-08-13 15:21:39.155231
Good
Yes
Weekly
Apartment
586
1,190,730
43
Female
56,911
Single
3
Bachelor's
Employed
11.058368
Suburban
Basic
null
6
439
6
2021-01-08 15:21:39.149731
Average
No
Daily
Condo
815
1,190,731
35
Male
29,863
Divorced
2
High School
Employed
23.240468
Urban
Basic
1
18
null
9
2021-08-24 15:21:39.093681
Poor
No
Rarely
House
635
1,190,732
42
Male
5,881
Divorced
0
Bachelor's
Unemployed
null
Suburban
Comprehensive
null
14
745
7
2023-11-27 15:21:39.134960
Poor
No
Monthly
Apartment
774
1,190,733
31
Female
26,862
Divorced
null
Master's
Employed
27.717454
Rural
Basic
0
0
709
7
2023-10-11 15:21:39.091080
Average
Yes
Rarely
Apartment
1,270
1,190,734
53
Female
37,018
null
0
Bachelor's
Self-Employed
32.636306
Urban
Comprehensive
0
19
562
4
2024-05-30 15:21:39.176717
Good
No
Weekly
House
562
1,190,735
30
Male
29,056
Single
0
PhD
Self-Employed
26.025524
Urban
Basic
null
8
501
8
2024-02-20 15:21:39.175719
Average
Yes
Rarely
Apartment
647
1,190,736
27
Female
19,527
Divorced
3
Master's
Self-Employed
44.927647
Suburban
Premium
0
4
643
1
2020-02-16 15:21:39.134960
Good
Yes
Weekly
House
2,132
1,190,737
25
Female
36,229
Divorced
3
Master's
Unemployed
8.948443
Rural
Comprehensive
0
15
622
2
2023-06-19 15:21:39.134960
Average
Yes
Monthly
Condo
805
1,190,738
53
Male
21,753
Married
1
Master's
Employed
7.798315
Suburban
Premium
2
9
766
6
2019-08-24 15:21:39.095696
Poor
No
Daily
Apartment
400
1,190,739
61
Male
null
Divorced
2
Bachelor's
Self-Employed
36.87656
Suburban
Basic
1
8
384
5
2023-04-21 15:21:39.097737
Poor
Yes
Monthly
Condo
539
1,190,740
40
Male
14,408
Single
null
High School
null
21.958309
Urban
Comprehensive
1
0
443
5
2023-01-24 15:21:39.226954
Good
No
Rarely
Apartment
683
1,190,741
60
Male
4,680
Divorced
0
High School
Unemployed
7.835552
Rural
Premium
2
17
658
7
2023-01-07 15:21:39.237118
Average
No
Weekly
Apartment
2,033
1,190,742
40
Female
24,996
Divorced
0
PhD
Unemployed
34.547186
Urban
Comprehensive
1
8
796
1
2021-04-23 15:21:39.126661
Average
Yes
Weekly
House
910
1,190,743
null
Female
20,117
Married
4
High School
Unemployed
12.351932
Rural
Basic
null
10
744
5
2021-08-10 15:21:39.148733
null
No
Daily
Apartment
654
1,190,744
47
Male
1,325
Divorced
2
PhD
null
49.847437
Suburban
Premium
null
15
439
4
2022-04-07 15:21:39.188220
Average
No
Rarely
House
567
1,190,745
53
Female
22,631
Divorced
4
Bachelor's
Employed
16.51457
Suburban
Premium
0
10
531
1
2022-10-20 15:21:39.276901
Poor
Yes
Weekly
Apartment
1,020
1,190,746
34
Female
12,984
Married
3
Master's
Employed
24.879438
Rural
Premium
0
2
null
5
2022-09-10 15:21:39.177724
Average
Yes
Rarely
Apartment
1,879
1,190,747
60
Female
2,954
Married
3
PhD
null
19.593899
Rural
Comprehensive
null
18
582
4
2024-01-23 15:21:39.093681
Average
Yes
Monthly
Apartment
224
1,190,748
63
Female
2,445
Single
0
High School
null
11.091521
Urban
Basic
1
2
514
4
2024-05-18 15:21:39.094752
Good
No
Monthly
Apartment
3,036
1,190,749
20
Male
1,468
Divorced
null
Bachelor's
Self-Employed
20.056097
Urban
Basic
0
0
null
9
2022-01-01 15:21:39.271453
Average
Yes
Weekly
Condo
3,561
1,190,750
31
Male
62,637
Married
4
Bachelor's
Employed
26.716366
Suburban
Basic
1
3
null
2
2019-12-18 15:21:39.133866
Poor
No
Monthly
House
2,161
1,190,751
22
Male
1,026
Single
4
PhD
null
23.654559
Rural
Premium
2
14
518
5
2024-07-06 15:21:39.155231
Poor
No
Rarely
Apartment
515
1,190,752
19
Male
40,895
Married
4
Master's
Employed
35.9346
Urban
Premium
null
6
null
6
2021-02-22 15:21:39.092127
Good
Yes
Rarely
Condo
591
1,190,753
54
Female
18,289
Married
4
PhD
Unemployed
14.966804
Suburban
Basic
0
7
519
3
2021-04-24 15:21:39.106582
Poor
No
Rarely
Condo
602
1,190,754
55
Male
66,512
Single
1
Master's
Employed
37.638014
Urban
Premium
2
15
403
2
2024-07-08 15:21:39.276901
null
Yes
Rarely
Condo
1,518
1,190,755
23
Female
35,358
Married
4
Master's
Unemployed
19.095271
Suburban
Comprehensive
1
18
575
1
2019-10-18 15:21:39.281787
Poor
Yes
Daily
Condo
703
1,190,756
53
Male
11,513
Divorced
null
Master's
Unemployed
30.443093
Suburban
Premium
0
14
474
5
2020-04-26 15:21:39.261856
Poor
No
Weekly
Condo
792
1,190,757
56
Female
113,983
Married
2
Bachelor's
Unemployed
4.784844
Suburban
Premium
null
10
784
2
2022-10-24 15:21:39.202448
Good
No
Rarely
Apartment
66
1,190,758
57
Female
17,554
Single
4
High School
null
24.711553
Urban
Premium
0
2
516
3
2021-07-19 15:21:39.185215
Poor
No
Rarely
Condo
587
1,190,759
59
Male
6,901
Married
2
High School
Employed
31.923364
Suburban
Premium
1
19
590
4
2023-01-08 15:21:39.192212
Good
Yes
Daily
Condo
1,228
1,190,760
34
Female
39,803
Single
0
Master's
null
7.071476
Rural
Premium
null
15
544
5
2021-11-12 15:21:39.237118
Good
Yes
Monthly
Condo
534
1,190,761
40
Male
27,193
Married
0
Bachelor's
Self-Employed
35.937242
Rural
Comprehensive
2
7
687
8
2020-12-30 15:21:39.155231
Average
No
Rarely
Condo
1,180
1,190,762
58
Female
null
Divorced
4
Master's
Self-Employed
32.63371
Rural
Premium
2
3
658
9
2020-09-07 15:21:39.151732
Good
Yes
Weekly
House
1,944
1,190,763
41
Female
886
Single
3
PhD
Self-Employed
27.035315
Rural
Premium
null
0
553
1
2020-02-24 15:21:39.173834
Good
No
Rarely
Apartment
2,855
1,190,764
46
Male
35,200
Single
1
High School
Self-Employed
null
Suburban
Basic
0
7
667
3
2024-04-01 15:21:39.110557
Good
Yes
Daily
House
2,918
1,190,765
27
Female
4,239
Single
4
Master's
Unemployed
20.146983
Rural
Premium
2
15
347
4
2021-10-11 15:21:39.237118
Poor
No
Daily
Condo
1,248
1,190,766
44
Female
1,270
Married
null
Bachelor's
null
43.414578
Rural
Comprehensive
0
6
null
8
2021-04-02 15:21:39.121169
null
No
Monthly
Condo
1,313
1,190,767
63
Male
9,894
Single
null
Bachelor's
Self-Employed
13.534458
Rural
Premium
0
13
744
3
2020-02-09 15:21:39.134960
Average
No
Rarely
Apartment
1,415
1,190,768
58
Female
50,456
Divorced
2
Master's
Unemployed
49.484738
Rural
Basic
2
5
301
9
2022-09-26 15:21:39.105504
Good
No
Rarely
Apartment
1,379
1,190,769
37
Male
28,266
Divorced
0
High School
Self-Employed
30.079315
Rural
Premium
0
8
766
6
2024-06-06 15:21:39.260856
Average
No
Weekly
Condo
1,453
1,190,770
25
Female
39,425
Single
3
High School
Self-Employed
18.470718
Rural
Basic
2
14
724
5
2021-12-10 15:21:39.237118
Good
Yes
Daily
Apartment
1,140
1,190,771
57
Female
32,636
Married
3
Master's
null
33.897724
Rural
Comprehensive
2
8
599
1
2022-03-06 15:21:39.185215
Good
No
Monthly
Condo
1,737
1,190,772
61
Male
36,761
Divorced
0
PhD
null
27.926505
Suburban
Premium
0
4
635
9
2019-11-30 15:21:39.134960
Good
No
Weekly
Condo
275
1,190,773
41
Male
34,307
Divorced
2
PhD
Unemployed
42.07009
Rural
Premium
null
7
null
9
2023-09-21 15:21:39.092127
Average
No
Monthly
Apartment
2,580
1,190,774
32
Female
5,094
Single
2
PhD
null
36.098022
Suburban
Comprehensive
2
12
554
4
2021-02-08 15:21:39.232526
Good
Yes
Monthly
House
746
1,190,775
26
Male
5,095
Divorced
0
High School
Unemployed
13.270675
Rural
Premium
null
8
517
4
2021-07-04 15:21:39.289099
Good
No
Daily
Apartment
1,526
1,190,776
19
Female
3,788
Divorced
1
Master's
Self-Employed
15.444578
Suburban
Premium
0
18
433
6
2022-11-13 15:21:39.104139
Average
Yes
Monthly
Apartment
2,478
1,190,777
20
Male
78,843
Single
2
Master's
Employed
34.607866
Urban
Basic
1
13
372
7
2021-06-15 15:21:39.091080
Poor
Yes
Daily
House
2,093
1,190,778
44
Female
2,551
Married
1
Master's
null
38.81156
Urban
Comprehensive
0
14
447
1
2020-10-19 15:21:39.155231
Good
Yes
Weekly
Apartment
556
1,190,779
63
Female
4,511
Married
3
Bachelor's
null
null
Rural
Basic
1
1
781
7
2019-10-15 15:21:39.134960
Average
No
Rarely
House
2,535
1,190,780
35
Male
9,690
Married
0
PhD
null
33.06726
Rural
Premium
null
17
742
1
2024-01-08 15:21:39.148733
Average
Yes
Monthly
Apartment
629
1,190,781
49
Male
85,058
Divorced
4
Master's
null
10.908462
Rural
Comprehensive
null
15
479
9
2021-11-13 15:21:39.155231
Average
Yes
Rarely
Apartment
143
1,190,782
53
Female
18,307
Single
1
PhD
null
28.371923
Rural
Comprehensive
0
14
581
9
2020-08-28 15:21:39.186212
Good
No
Daily
Apartment
3,168
1,190,783
30
Male
9,051
Married
2
High School
Employed
45.646814
Suburban
Basic
0
0
634
5
2021-09-11 15:21:39.261856
Good
Yes
Daily
House
695
1,190,784
58
Male
1,844
Single
3
PhD
Self-Employed
6.858484
Suburban
Comprehensive
null
14
433
4
2021-04-27 15:21:39.155231
Average
No
Monthly
House
33
1,190,785
50
Female
3,514
Divorced
3
PhD
Self-Employed
16.729736
Rural
Comprehensive
null
9
505
6
2020-12-31 15:21:39.231531
Average
No
Weekly
House
1,966
1,190,786
null
Male
83,108
Married
0
PhD
null
21.906255
Rural
Basic
2
17
null
4
2019-09-16 15:21:39.267454
Average
No
Weekly
House
391
1,190,787
42
Male
13,583
Divorced
0
Master's
null
7.959545
Rural
Basic
null
17
753
3
2020-08-05 15:21:39.120168
Poor
No
Daily
Apartment
861
1,190,788
51
Male
90,718
Divorced
2
Master's
null
20.066602
Rural
Premium
2
14
818
4
2020-02-15 15:21:39.102694
null
No
Rarely
Apartment
1,398
1,190,789
28
Female
35,424
Married
2
High School
Employed
7.352576
Rural
Premium
2
8
821
1
2024-06-08 15:21:39.086123
Average
No
Daily
Condo
2,147
1,190,790
34
Female
27,863
Married
1
High School
null
33.719403
Urban
Basic
0
11
653
7
2020-06-02 15:21:39.134960
Poor
No
Rarely
Condo
1,053
1,190,791
62
Female
1,879
null
4
Bachelor's
null
41.906963
Urban
Basic
null
4
823
9
2019-09-11 15:21:39.209847
Poor
No
Rarely
Condo
24
1,190,792
25
Female
38,761
Single
0
Bachelor's
Self-Employed
16.646039
Suburban
Basic
null
11
681
2
2020-01-27 15:21:39.125660
Poor
No
Monthly
Condo
662
1,190,793
33
Male
1,232
Single
2
High School
null
25.366672
Rural
Basic
0
9
null
7
2022-11-14 15:21:39.176717
Poor
No
Monthly
Condo
198
1,190,794
49
Female
4,934
Married
1
PhD
Self-Employed
16.818158
Rural
Premium
null
18
346
5
2022-03-09 15:21:39.236064
Average
No
Monthly
Condo
493
1,190,795
31
Male
27,526
Divorced
1
PhD
Self-Employed
31.582284
Rural
Premium
null
8
360
3
2022-01-13 15:21:39.189223
Good
Yes
Daily
Condo
1,170
1,190,796
35
Male
28,285
Divorced
1
Bachelor's
Employed
36.894863
Urban
Comprehensive
1
0
588
3
2020-05-27 15:21:39.230483
Good
No
Monthly
House
952
1,190,797
38
Female
28,950
Divorced
null
PhD
Unemployed
37.834198
Rural
Premium
null
2
779
9
2023-04-26 15:21:39.290098
Good
Yes
Daily
Condo
977
1,190,798
33
Male
641
Single
4
High School
Self-Employed
6.965531
Rural
Basic
null
19
388
8
2024-01-27 15:21:39.274993
Poor
Yes
Daily
Condo
452
1,190,799
35
Female
2,471
Married
1
PhD
Unemployed
52.264797
Suburban
Basic
1
17
817
8
2021-05-25 15:21:39.111551
Average
No
Monthly
Condo
1,439