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
1,186,800
45
Female
18,992
Married
4
High School
Unemployed
39.835805
Suburban
Comprehensive
3
11
658
6
2023-10-07 15:21:39.256696
Average
Yes
Daily
House
795
1,186,801
51
Female
54,638
Divorced
4
High School
Self-Employed
37.892186
Suburban
Basic
null
17
476
2
2022-08-28 15:21:39.226954
Average
No
Monthly
Condo
184
1,186,802
31
Male
31,931
Single
2
Master's
Self-Employed
21.428624
Suburban
Comprehensive
1
4
836
2
2023-12-14 15:21:39.223901
Good
No
Daily
House
428
1,186,803
50
Female
61,695
Married
0
Master's
null
15.554497
Rural
Comprehensive
2
6
331
6
2022-11-21 15:21:39.228521
Average
No
Daily
House
773
1,186,804
28
Female
149,563
Married
3
Bachelor's
Self-Employed
21.383714
Urban
Premium
null
4
455
5
2021-07-19 15:21:39.246098
Poor
No
Daily
House
599
1,186,805
60
Male
39,681
Divorced
3
Bachelor's
null
null
Rural
Premium
1
8
null
4
2020-09-26 15:21:39.274993
Average
Yes
Monthly
House
537
1,186,806
61
Male
71,677
Single
4
Bachelor's
null
16.789991
Urban
Basic
2
2
742
5
2020-09-14 15:21:39.283783
Poor
No
Daily
Apartment
2,167
1,186,807
22
Male
3,723
Married
2
Bachelor's
Unemployed
13.0278
Urban
Comprehensive
0
3
670
2
2021-05-11 15:21:39.200452
Average
No
Daily
Apartment
174
1,186,808
22
Male
19,608
Divorced
1
High School
Employed
22.865881
Suburban
Comprehensive
null
0
360
1
2021-07-30 15:21:39.100695
Poor
No
Rarely
Apartment
632
1,186,809
35
Female
88,438
Single
0
Master's
Self-Employed
null
Urban
Comprehensive
1
5
728
1
2021-09-18 15:21:39.171102
Poor
Yes
Daily
Condo
2,160
1,186,810
48
Male
17,477
Single
2
Master's
Unemployed
32.958605
Rural
Premium
1
18
440
9
2022-06-04 15:21:39.164044
Average
Yes
Daily
House
983
1,186,811
57
Male
5,293
null
2
PhD
null
35.693654
Rural
Comprehensive
1
1
368
7
2020-12-02 15:21:39.155231
Poor
No
Weekly
Condo
2,478
1,186,812
60
Female
2,498
Divorced
4
Master's
null
27.912679
Suburban
Premium
0
12
743
4
2022-05-30 15:21:39.265513
Average
No
Daily
Condo
3,065
1,186,813
62
Female
23,429
Divorced
3
Master's
Self-Employed
23.879261
Urban
Premium
1
0
316
2
2023-12-26 15:21:39.085129
Poor
Yes
Weekly
Condo
2,378
1,186,814
60
Female
8,071
Married
3
High School
Self-Employed
24.914056
Rural
Premium
0
19
585
5
2023-02-16 15:21:39.134960
Average
No
Weekly
House
654
1,186,815
22
Female
16,994
Single
3
Master's
null
6.864424
Suburban
Comprehensive
null
18
564
6
2023-12-22 15:21:39.155231
Poor
No
Monthly
House
1,514
1,186,816
19
Male
null
Single
4
PhD
null
50.817088
Rural
Comprehensive
null
9
705
4
2021-02-13 15:21:39.134960
Poor
Yes
Monthly
House
149
1,186,817
60
Male
6,095
Single
3
Bachelor's
Employed
23.065739
Rural
Comprehensive
1
9
655
8
2022-10-17 15:21:39.085129
Good
No
Monthly
Condo
1,811
1,186,818
61
Male
40,399
Single
2
Bachelor's
null
25.332747
Rural
Basic
0
1
607
7
2023-07-30 15:21:39.134960
Average
No
Rarely
House
549
1,186,819
29
Male
26,395
Married
null
PhD
Employed
32.835368
Suburban
Comprehensive
1
9
643
8
2020-03-13 15:21:39.155231
Average
No
Monthly
Condo
1,059
1,186,820
28
Female
17,056
Single
2
PhD
Unemployed
23.868198
Urban
Basic
1
5
726
6
2023-10-05 15:21:39.155231
Good
No
Monthly
Condo
881
1,186,821
22
Male
3,884
Married
4
PhD
Self-Employed
17.171287
Urban
Premium
null
1
403
2
2021-07-11 15:21:39.184157
Poor
No
Daily
House
1,324
1,186,822
50
Male
14,021
Married
null
PhD
null
16.581667
Rural
Comprehensive
1
2
797
2
2021-04-29 15:21:39.144722
Average
Yes
Rarely
House
238
1,186,823
45
Male
3,100
Divorced
4
Bachelor's
Employed
34.749879
Suburban
Basic
2
2
null
9
2022-11-18 15:21:39.134960
Good
No
Rarely
House
1,731
1,186,824
63
Male
6,945
Single
2
Bachelor's
Employed
19.919191
Rural
Premium
0
16
738
3
2022-01-02 15:21:39.151732
Average
Yes
Weekly
Condo
543
1,186,825
52
Male
119,819
Single
0
Master's
null
16.081678
Rural
Premium
0
5
476
7
2024-04-12 15:21:39.165120
Good
No
Rarely
Apartment
2,357
1,186,826
33
Male
43,564
Single
1
PhD
null
18.547381
Urban
Basic
null
14
524
6
2020-04-24 15:21:39.122134
Good
No
Rarely
Apartment
1,862
1,186,827
45
Male
18,093
Single
2
PhD
Self-Employed
47.828685
Rural
Comprehensive
null
0
538
2
2021-07-24 15:21:39.247098
Poor
No
Rarely
Apartment
1,192
1,186,828
54
Male
24,996
Single
0
Bachelor's
null
48.131739
Rural
Premium
4
7
490
6
2020-07-07 15:21:39.155231
Average
No
Weekly
Condo
1,157
1,186,829
46
Female
36,231
Married
4
Master's
Employed
3.265873
Urban
Premium
null
7
434
1
2021-05-20 15:21:39.281787
Poor
No
Weekly
House
542
1,186,830
60
Female
36,100
Divorced
3
Bachelor's
Employed
18.242869
Suburban
Basic
null
12
null
1
2022-03-09 15:21:39.155231
Good
No
Monthly
House
785
1,186,831
61
Male
18,072
Single
4
PhD
Unemployed
38.843137
Suburban
Comprehensive
null
3
null
5
2020-11-06 15:21:39.237118
Good
No
Rarely
Condo
498
1,186,832
58
Male
49,042
Married
0
Bachelor's
null
11.183665
Suburban
Premium
0
17
713
7
2023-01-24 15:21:39.237118
Poor
No
Daily
Apartment
100
1,186,833
26
Female
47,367
Single
4
Master's
Employed
22.134851
Rural
Basic
null
17
352
1
2024-06-20 15:21:39.150730
Poor
No
Monthly
House
1,479
1,186,834
47
Female
33,133
Married
null
Master's
Employed
24.985975
Rural
Premium
1
9
441
8
2019-09-03 15:21:39.134960
Good
Yes
Rarely
House
603
1,186,835
31
Male
20,994
Married
2
PhD
Employed
23.01334
Rural
Basic
0
14
771
8
2022-08-26 15:21:39.105192
Good
Yes
Daily
Condo
1,130
1,186,836
45
Male
2,770
Married
3
Master's
null
18.494795
Rural
Basic
2
18
695
4
2024-01-23 15:21:39.237118
Good
No
Weekly
Condo
954
1,186,837
18
Female
31,204
Divorced
1
PhD
null
18.679578
Rural
Comprehensive
0
1
766
6
2023-01-10 15:21:39.188220
Good
No
Monthly
Apartment
656
1,186,838
33
Male
17,054
Divorced
1
High School
null
39.22692
Urban
Basic
null
10
613
9
2024-02-23 15:21:39.101733
Average
No
Monthly
Apartment
1,694
1,186,839
41
Male
43,732
Divorced
0
Master's
Self-Employed
49.938189
Urban
Premium
0
13
null
2
2020-12-25 15:21:39.134960
Average
No
Rarely
Condo
554
1,186,840
33
Female
106,679
Single
1
Bachelor's
null
15.241987
Rural
Basic
2
13
433
2
2023-09-24 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,346
1,186,841
38
Male
3,301
Married
1
High School
Unemployed
12.893244
Suburban
Comprehensive
2
18
391
9
2022-05-21 15:21:39.254678
Poor
No
Rarely
Apartment
1,098
1,186,842
18
Female
21,480
Married
4
High School
null
11.204411
Suburban
Premium
0
11
null
3
2021-08-15 15:21:39.155231
Average
Yes
Rarely
Apartment
1,253
1,186,843
29
Male
34,241
Single
4
PhD
Self-Employed
28.61796
Rural
Basic
1
16
532
1
2023-10-07 15:21:39.216387
Average
No
Daily
House
1,204
1,186,844
61
Female
39,723
Divorced
2
PhD
null
9.956005
Suburban
Premium
0
17
536
4
2022-01-15 15:21:39.209847
Good
No
Rarely
House
839
1,186,845
48
Male
15,380
Married
3
High School
null
23.794
Urban
Comprehensive
0
3
592
5
2022-12-14 15:21:39.237118
null
No
Weekly
Condo
657
1,186,846
60
Male
15,217
Married
3
High School
Unemployed
23.945657
Urban
Basic
1
13
null
6
2023-12-02 15:21:39.150730
Good
No
Daily
Apartment
25
1,186,847
59
Female
15,897
Divorced
4
High School
null
14.551615
Suburban
Basic
1
12
659
1
2022-01-01 15:21:39.199447
Poor
Yes
Monthly
Apartment
3,401
1,186,848
45
Female
8,460
Divorced
3
High School
Unemployed
36.770067
Suburban
Comprehensive
2
18
584
5
2019-08-26 15:21:39.097737
Average
No
Rarely
Apartment
567
1,186,849
35
Female
66,364
Divorced
4
PhD
Self-Employed
36.670023
Rural
Comprehensive
1
1
553
8
2020-07-24 15:21:39.215386
Poor
Yes
Rarely
Condo
351
1,186,850
52
Male
137,837
Single
4
High School
Self-Employed
11.058651
Rural
Premium
0
0
678
4
2020-02-18 15:21:39.173834
Good
Yes
Rarely
House
302
1,186,851
59
Female
null
Single
4
Master's
Unemployed
13.75512
Suburban
Basic
0
19
355
2
2024-01-30 15:21:39.237118
Average
Yes
Rarely
House
1,706
1,186,852
33
Female
45,936
Married
null
Master's
null
25.865974
Rural
Basic
1
7
null
2
2022-07-02 15:21:39.192212
Good
Yes
Monthly
House
474
1,186,853
29
Female
11,171
Single
1
Bachelor's
Unemployed
11.715709
Urban
Basic
null
7
708
2
2021-04-11 15:21:39.194829
Poor
No
Monthly
Apartment
227
1,186,854
57
Male
2,892
Single
4
Bachelor's
Self-Employed
32.290623
Rural
Comprehensive
0
7
607
6
2019-12-26 15:21:39.237118
Average
Yes
Weekly
Condo
39
1,186,855
51
Female
51,634
Single
null
Master's
null
31.889737
Suburban
Premium
0
11
612
6
2024-03-20 15:21:39.237118
Poor
Yes
Daily
Apartment
112
1,186,856
60
Male
29,073
Married
3
Bachelor's
Self-Employed
33.534354
Suburban
Basic
null
3
551
6
2019-11-19 15:21:39.176717
Average
No
Rarely
House
703
1,186,857
64
Female
41,360
Married
null
Master's
null
12.672772
Rural
Premium
null
0
758
8
2021-06-21 15:21:39.111551
Average
Yes
Rarely
Condo
316
1,186,858
59
Male
51,347
Single
2
Bachelor's
null
13.377831
Urban
Basic
0
17
356
8
2022-03-01 15:21:39.177724
Good
No
Monthly
House
356
1,186,859
48
Female
26,983
Single
0
PhD
Self-Employed
22.182706
Suburban
Comprehensive
null
16
627
1
2022-10-27 15:21:39.266452
Good
No
Weekly
House
1,584
1,186,860
30
Male
131,169
Single
1
High School
Self-Employed
13.708942
Urban
Premium
2
8
413
4
2022-07-14 15:21:39.281787
Average
No
Daily
House
1,124
1,186,861
50
Male
2,762
Single
null
Master's
Employed
16.756712
Urban
Comprehensive
null
0
637
5
2021-07-22 15:21:39.221386
Poor
No
Monthly
Apartment
4,024
1,186,862
18
Male
5,649
Married
1
High School
Self-Employed
26.585712
Rural
Basic
null
16
647
5
2022-03-08 15:21:39.080440
Average
No
Rarely
Condo
2,813
1,186,863
48
Male
927
Divorced
null
Master's
null
13.564986
Urban
Basic
2
17
782
7
2019-11-18 15:21:39.244069
null
No
Monthly
Condo
872
1,186,864
59
Male
5,033
Divorced
2
PhD
Self-Employed
null
Rural
Premium
null
18
646
4
2021-01-14 15:21:39.122134
null
No
Monthly
Condo
2,177
1,186,865
null
Female
2,770
Single
1
Master's
Self-Employed
49.929295
Rural
Comprehensive
null
4
671
7
2024-02-02 15:21:39.134960
null
Yes
Daily
Apartment
638
1,186,866
22
Female
88,976
Single
null
PhD
Unemployed
34.824712
Suburban
Basic
null
5
719
3
2024-08-12 15:21:39.134960
Good
Yes
Rarely
House
182
1,186,867
33
Female
18,364
Married
4
PhD
Self-Employed
40.824115
Urban
Basic
1
1
837
3
2024-04-22 15:21:39.171102
Poor
Yes
Daily
House
683
1,186,868
25
Female
15,983
Married
2
PhD
Employed
null
Rural
Premium
1
9
655
9
2021-11-15 15:21:39.176717
Average
No
Daily
Condo
568
1,186,869
25
Male
28,962
Married
3
Bachelor's
null
11.377025
Rural
Premium
0
18
467
4
2021-02-27 15:21:39.191219
Good
Yes
Rarely
Condo
2,657
1,186,870
64
Female
7,053
Divorced
4
PhD
null
19.783987
Rural
Comprehensive
1
15
693
1
2023-09-26 15:21:39.261856
Poor
Yes
Weekly
House
956
1,186,871
35
Female
2,577
Married
0
PhD
Unemployed
9.827366
Urban
Comprehensive
null
8
466
6
2023-12-06 15:21:39.126661
Good
No
Daily
House
2,497
1,186,872
24
Male
17,051
Single
3
Bachelor's
Unemployed
33.839171
Urban
Premium
1
10
837
6
2021-01-07 15:21:39.086123
Good
No
Weekly
Condo
1,639
1,186,873
48
Male
20,720
Married
1
High School
null
4.291596
Suburban
Comprehensive
1
8
638
3
2022-07-13 15:21:39.134960
Good
Yes
Rarely
Apartment
755
1,186,874
46
Male
1,038
Divorced
4
High School
Employed
28.18495
Rural
Comprehensive
0
3
728
2
2019-09-30 15:21:39.094752
Average
No
Daily
Condo
3,129
1,186,875
40
Female
8,074
Married
0
Master's
Unemployed
6.058177
Urban
Basic
null
6
753
5
2020-07-02 15:21:39.149731
Average
No
Weekly
Apartment
846
1,186,876
64
Male
25,266
Married
1
PhD
null
8.082282
Suburban
Premium
null
19
835
3
2023-03-28 15:21:39.086123
Good
Yes
Weekly
House
970
1,186,877
61
Female
2,883
Divorced
1
Bachelor's
Self-Employed
51.378973
Suburban
Basic
null
12
751
9
2021-10-24 15:21:39.134960
null
Yes
Daily
Condo
992
1,186,878
20
Female
1,468
Single
1
Master's
null
6.803614
Suburban
Premium
2
13
703
6
2022-11-01 15:21:39.276901
Poor
Yes
Weekly
Condo
598
1,186,879
23
Male
8,640
Single
2
Bachelor's
null
43.595606
Urban
Premium
1
18
737
5
2023-07-25 15:21:39.084065
Poor
Yes
Monthly
Apartment
71
1,186,880
19
Male
1,641
Single
4
High School
Self-Employed
null
Urban
Comprehensive
null
13
null
6
2023-01-16 15:21:39.189223
Good
No
Daily
Apartment
695
1,186,881
63
Female
25,894
Married
1
Master's
Employed
7.163209
Suburban
Comprehensive
0
2
731
3
2021-06-17 15:21:39.237118
Good
Yes
Weekly
Condo
1,078
1,186,882
26
Male
4,020
Single
4
High School
Employed
44.145766
Urban
Premium
3
15
567
8
2022-03-07 15:21:39.134960
Average
No
Monthly
Condo
712
1,186,883
62
Male
3,733
Married
4
Master's
Self-Employed
15.817675
Suburban
Comprehensive
2
13
809
6
2022-12-17 15:21:39.281787
Good
Yes
Rarely
House
2,142
1,186,884
48
Female
30,861
Single
2
High School
null
45.59962
Rural
Basic
null
13
477
9
2019-12-13 15:21:39.179186
Good
No
Weekly
Apartment
946
1,186,885
39
Female
1,542
Divorced
3
Bachelor's
Unemployed
10.655536
Suburban
Basic
2
1
785
8
2024-01-09 15:21:39.134960
Average
Yes
Rarely
Condo
956
1,186,886
38
Female
18,379
Married
0
High School
null
null
Suburban
Comprehensive
0
13
null
6
2021-11-02 15:21:39.223901
Good
Yes
Rarely
Apartment
830
1,186,887
53
Male
17,962
Single
3
PhD
Employed
32.527634
Rural
Basic
1
5
null
4
2023-11-24 15:21:39.116179
Average
No
Daily
Condo
705
1,186,888
57
Female
886
Married
1
Master's
Employed
28.543171
Urban
Comprehensive
null
10
462
8
2021-11-12 15:21:39.219432
Average
Yes
Weekly
Apartment
20
1,186,889
31
Female
27,092
Single
3
Bachelor's
null
20.817357
Urban
Comprehensive
null
5
696
7
2023-10-20 15:21:39.155231
Good
Yes
Rarely
Apartment
668
1,186,890
25
Male
15,253
Married
3
Master's
Unemployed
24.62047
Rural
Premium
0
0
635
2
2023-10-29 15:21:39.266452
Good
No
Daily
Condo
901
1,186,891
47
Female
82,978
Divorced
null
Master's
Employed
27.035501
Rural
Premium
3
2
447
1
2021-10-22 15:21:39.168099
Average
Yes
Weekly
Condo
1,475
1,186,892
23
Male
11,530
Single
0
High School
Employed
23.391348
Urban
Comprehensive
1
4
485
1
2021-12-03 15:21:39.190215
Poor
Yes
Rarely
House
824
1,186,893
40
Male
130,502
Divorced
3
PhD
Self-Employed
6.34378
Rural
Premium
2
4
595
5
2023-08-27 15:21:39.208842
Average
No
Weekly
House
2,076
1,186,894
62
Male
71,851
Married
0
Master's
Unemployed
30.908991
Urban
Comprehensive
2
0
482
9
2019-11-17 15:21:39.134960
Average
No
Rarely
Apartment
1,284
1,186,895
30
Male
24,897
Married
2
PhD
Employed
10.823893
Urban
Comprehensive
null
0
677
6
2024-01-16 15:21:39.155231
Good
No
Weekly
Apartment
1,348
1,186,896
31
Male
15,257
Married
0
High School
null
26.937321
Suburban
Basic
null
3
755
5
2021-10-02 15:21:39.261856
Poor
No
Weekly
Condo
919
1,186,897
29
Female
4,226
Single
3
High School
Self-Employed
21.354547
Urban
Basic
1
3
673
7
2021-07-24 15:21:39.177724
Poor
No
Daily
House
2,000
1,186,898
46
Male
27,982
Single
null
Bachelor's
Employed
36.567385
Suburban
Basic
null
19
748
6
2023-03-13 15:21:39.171102
Average
No
Daily
Apartment
617
1,186,899
37
Female
6,870
Married
0
Bachelor's
Self-Employed
null
Suburban
Premium
0
9
718
9
2020-05-31 15:21:39.079128
Good
Yes
Monthly
Apartment
35