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
5,900
21
Male
52,833
Divorced
0
PhD
Employed
27.087462
Urban
Basic
2
11
472
3
2019-10-29 15:21:39.237118
Poor
No
Rarely
Apartment
638
5,901
30
Male
1,176
Single
null
High School
null
null
Urban
Comprehensive
1
12
576
1
2023-09-15 15:21:39.155231
Good
Yes
Monthly
House
1,590
5,902
64
Female
22,012
Divorced
1
Bachelor's
Unemployed
18.672857
Urban
Premium
null
10
478
4
2024-01-19 15:21:39.125660
Average
Yes
Weekly
Condo
2,972
5,903
23
Female
4,881
Single
3
Bachelor's
Employed
36.948217
Urban
Premium
1
12
532
6
2019-09-18 15:21:39.237118
Average
No
Weekly
Condo
2,102
5,904
null
Male
52,797
Divorced
null
High School
null
null
Urban
Comprehensive
0
15
798
4
2021-09-06 15:21:39.285112
null
No
Monthly
Condo
624
5,905
62
Female
8,058
Single
null
Master's
null
13.913641
Urban
Basic
null
6
593
3
2023-05-24 15:21:39.180553
Good
No
Weekly
Apartment
1,258
5,906
24
Female
7,887
Divorced
2
PhD
null
38.933186
Suburban
Premium
0
19
526
4
2021-02-15 15:21:39.172097
Good
No
Monthly
House
583
5,907
64
Female
6,942
Married
4
Bachelor's
null
11.568826
Rural
Comprehensive
null
16
567
8
2020-08-27 15:21:39.247098
Poor
No
Daily
House
454
5,908
31
Male
111,075
Divorced
2
PhD
Unemployed
15.959189
Urban
Premium
2
1
433
5
2023-01-24 15:21:39.134960
Average
Yes
Rarely
Apartment
1,180
5,909
51
Male
66,916
Divorced
3
Master's
Self-Employed
39.384512
Urban
Comprehensive
0
7
382
2
2019-10-12 15:21:39.155231
null
Yes
Monthly
House
1,442
5,910
33
Male
18,795
Divorced
1
Bachelor's
null
24.739168
Urban
Basic
null
8
617
6
2022-02-18 15:21:39.175719
Poor
Yes
Weekly
Apartment
589
5,911
64
Female
84,411
Married
0
PhD
Unemployed
48.166548
Suburban
Premium
0
12
638
7
2020-05-14 15:21:39.130190
Poor
Yes
Weekly
House
110
5,912
33
Female
30,652
Single
1
PhD
Unemployed
26.174974
Suburban
Basic
2
6
827
5
2021-10-17 15:21:39.237118
Good
No
Monthly
Condo
1,031
5,913
38
Female
28,983
Married
2
High School
null
null
Urban
Basic
0
8
634
5
2023-08-08 15:21:39.207847
Poor
Yes
Weekly
House
1,414
5,914
26
Male
29,150
Single
4
PhD
Employed
6.803654
Urban
Basic
0
9
507
7
2022-12-21 15:21:39.155231
Average
No
Daily
House
467
5,915
55
Male
17,891
Married
null
PhD
null
23.243556
Urban
Premium
2
11
622
6
2020-02-13 15:21:39.134960
Average
Yes
Weekly
Condo
639
5,916
58
Male
40,487
Married
1
Bachelor's
Unemployed
22.07406
Rural
Comprehensive
2
8
713
9
2019-12-27 15:21:39.134960
Poor
No
Monthly
Condo
816
5,917
23
Female
44,772
Single
0
Master's
Self-Employed
18.948148
Urban
Premium
1
6
535
8
2024-07-13 15:21:39.167099
Average
Yes
Weekly
House
1,601
5,918
52
Male
18,056
Married
0
PhD
Unemployed
41.811108
Urban
Basic
null
9
767
1
2023-08-06 15:21:39.276901
Average
No
Weekly
Apartment
1,074
5,919
57
Male
4,749
Divorced
0
High School
Self-Employed
10.951633
Urban
Basic
1
14
null
3
2023-11-11 15:21:39.166062
null
No
Daily
Condo
2,466
5,920
33
Female
25,897
Single
1
Master's
Self-Employed
42.984041
Suburban
Basic
3
0
622
2
2023-05-02 15:21:39.276901
Average
No
Rarely
Condo
2,678
5,921
60
Female
44,624
Divorced
1
High School
Unemployed
21.615216
Rural
Premium
0
3
767
5
2021-04-07 15:21:39.155231
Poor
Yes
Monthly
House
838
5,922
59
Female
6,877
Single
0
Master's
Unemployed
24.091611
Urban
Comprehensive
3
7
null
7
2024-01-23 15:21:39.250151
Average
No
Daily
House
1,281
5,923
52
Male
1,210
Divorced
1
Master's
Employed
31.917948
Rural
Premium
0
13
591
6
2019-11-19 15:21:39.237118
Poor
No
Monthly
Apartment
2,032
5,924
37
Female
39,172
Married
4
Master's
Self-Employed
16.98462
Rural
Comprehensive
1
6
null
4
2024-02-04 15:21:39.192212
Average
Yes
Daily
House
1,175
5,925
20
Male
27,300
Single
null
High School
Self-Employed
10.2826
Urban
Basic
0
0
630
6
2020-04-22 15:21:39.134960
Average
Yes
Weekly
House
821
5,926
47
Male
null
Married
2
PhD
null
21.937019
Rural
Basic
0
7
807
5
2023-03-24 15:21:39.193945
Average
No
Daily
Apartment
202
5,927
23
Male
24,682
Single
4
PhD
null
22.351771
Urban
Comprehensive
1
14
403
9
2020-10-09 15:21:39.205850
Poor
Yes
Monthly
House
807
5,928
54
Male
null
Divorced
3
PhD
null
14.987682
Rural
Basic
3
3
410
2
2022-01-01 15:21:39.217387
Poor
Yes
Monthly
Condo
1,482
5,929
52
Female
10,066
Single
0
High School
null
10.717221
Urban
Comprehensive
0
13
740
3
2024-02-29 15:21:39.093681
Good
No
Monthly
House
616
5,930
36
Female
24,294
Divorced
2
High School
null
25.777069
Suburban
Comprehensive
0
0
712
9
2021-04-29 15:21:39.237118
Poor
No
Weekly
House
977
5,931
56
Male
5,881
Married
3
High School
Self-Employed
23.781741
Suburban
Comprehensive
0
19
492
7
2020-04-19 15:21:39.259788
Average
Yes
Weekly
House
2,592
5,932
26
Female
28,503
Married
2
High School
null
26.539131
Suburban
Comprehensive
0
16
566
1
2022-11-15 15:21:39.186212
Poor
No
Weekly
Condo
1,324
5,933
37
Female
23,456
Single
null
High School
Self-Employed
30.273398
Urban
Basic
0
12
755
6
2022-03-22 15:21:39.237118
Average
No
Weekly
Condo
611
5,934
43
Male
26,102
Married
2
PhD
Employed
17.173368
Urban
Comprehensive
1
19
705
3
2023-11-20 15:21:39.155231
Poor
No
Rarely
Condo
2,620
5,935
21
Female
10,159
Single
1
Bachelor's
null
46.116655
Suburban
Basic
0
3
447
2
2022-07-22 15:21:39.221386
Poor
Yes
Monthly
Condo
397
5,936
56
Male
30,663
Divorced
4
PhD
null
37.93945
Suburban
Premium
0
11
462
9
2020-12-15 15:21:39.176717
Average
Yes
Monthly
House
994
5,937
57
Male
37,103
Divorced
2
PhD
Self-Employed
14.672237
Urban
Comprehensive
1
1
757
7
2024-03-01 15:21:39.196387
Good
Yes
Rarely
Condo
902
5,938
20
Male
71,390
Divorced
0
Master's
Self-Employed
51.983825
Suburban
Basic
null
19
454
7
2019-10-09 15:21:39.081504
Good
No
Daily
Condo
382
5,939
35
Female
11,598
Divorced
4
Bachelor's
Self-Employed
23.533546
Rural
Premium
null
9
634
3
2022-05-28 15:21:39.192212
Average
Yes
Daily
Condo
483
5,940
21
Female
28,215
Divorced
null
High School
Employed
30.869211
Suburban
Basic
0
19
657
5
2022-10-23 15:21:39.276901
Good
Yes
Weekly
House
1,757
5,941
25
Female
6,791
Married
1
Bachelor's
null
13.943455
Urban
Premium
1
13
353
5
2024-03-22 15:21:39.176717
Good
Yes
Rarely
Apartment
541
5,942
50
Female
6,839
Married
3
Master's
Self-Employed
22.554774
Urban
Comprehensive
1
16
657
2
2023-04-03 15:21:39.257696
Good
No
Rarely
House
1,301
5,943
25
Female
16,109
Married
null
PhD
null
17.008626
Suburban
Comprehensive
null
3
538
3
2020-04-20 15:21:39.231531
Poor
No
Monthly
Apartment
3,047
5,944
59
Male
19,898
Single
0
Master's
null
9.958813
Suburban
Basic
null
19
366
3
2023-06-25 15:21:39.183598
Good
No
Monthly
Apartment
599
5,945
40
Female
40,930
Divorced
2
Bachelor's
Employed
38.516981
Rural
Basic
1
13
494
3
2021-11-29 15:21:39.191219
Poor
Yes
Weekly
Condo
1,517
5,946
61
Female
null
Single
1
Master's
null
null
Rural
Comprehensive
1
3
null
7
2023-03-14 15:21:39.237118
Poor
No
Rarely
Condo
4,580
5,947
30
Male
4,745
Single
4
Master's
null
12.773591
Urban
Premium
null
11
377
1
2022-06-19 15:21:39.273973
Poor
No
Monthly
Apartment
799
5,948
51
Male
34,376
Single
2
PhD
null
10.926012
Urban
Premium
0
13
846
8
2021-12-15 15:21:39.265513
Average
Yes
Daily
House
644
5,949
53
Male
18,095
Married
1
High School
Employed
42.697525
Rural
Basic
1
18
472
9
2024-01-28 15:21:39.145732
Average
No
Monthly
Condo
830
5,950
33
Male
51,399
null
0
Master's
Employed
48.085158
Rural
Comprehensive
null
18
825
4
2023-02-04 15:21:39.134960
null
No
Daily
Condo
1,764
5,951
31
Male
null
Divorced
2
Master's
Unemployed
51.558506
Urban
Basic
0
4
844
2
2021-09-01 15:21:39.081504
Poor
Yes
Rarely
Apartment
671
5,952
60
Male
46,323
Single
1
Master's
null
12.488615
Suburban
Comprehensive
null
2
679
6
2021-09-01 15:21:39.134960
Average
Yes
Daily
Apartment
551
5,953
58
Female
28,396
Married
1
PhD
Employed
null
Rural
Premium
1
14
702
3
2024-02-02 15:21:39.259788
Poor
Yes
Weekly
House
1,645
5,954
47
Male
16,210
Married
2
PhD
Unemployed
39.939165
Rural
Basic
2
6
null
8
2022-10-23 15:21:39.226954
Poor
Yes
Daily
House
909
5,955
46
Female
null
Divorced
2
PhD
null
18.867223
Rural
Basic
1
18
381
4
2022-05-02 15:21:39.237118
Poor
No
Weekly
House
2,434
5,956
35
Female
6,098
Divorced
3
Bachelor's
Self-Employed
27.988356
Rural
Premium
3
4
611
7
2020-06-24 15:21:39.134960
Poor
Yes
Rarely
House
719
5,957
50
Male
18,307
Single
1
PhD
Unemployed
34.038314
Urban
Basic
null
10
729
5
2022-09-25 15:21:39.288099
Poor
Yes
Monthly
Condo
1,069
5,958
63
Female
9,094
Divorced
3
Bachelor's
Self-Employed
35.290699
Urban
Comprehensive
1
11
591
8
2022-09-26 15:21:39.155231
Average
No
Daily
House
2,732
5,959
26
Female
82,849
Divorced
4
PhD
Self-Employed
41.242936
Suburban
Premium
3
3
493
3
2023-03-24 15:21:39.079128
Poor
Yes
Monthly
House
674
5,960
44
Male
100,441
Divorced
1
High School
null
35.923422
Rural
Comprehensive
1
5
393
2
2020-01-17 15:21:39.207847
Good
No
Rarely
Apartment
1,069
5,961
46
Female
14,961
Married
1
PhD
Unemployed
21.051906
Rural
Basic
1
16
632
3
2024-05-11 15:21:39.247098
Good
Yes
Rarely
House
704
5,962
43
Female
16,058
Married
1
PhD
Self-Employed
9.394907
Rural
Basic
0
15
683
5
2020-06-16 15:21:39.151732
Poor
No
Weekly
Condo
587
5,963
23
Male
15,458
Divorced
2
Bachelor's
null
30.294913
Rural
Basic
0
17
613
8
2021-04-18 15:21:39.134960
Poor
No
Rarely
Condo
1,312
5,964
43
Female
38,250
Single
3
Master's
Unemployed
50.638465
Urban
Comprehensive
2
12
401
9
2019-10-27 15:21:39.082499
Poor
No
Rarely
Apartment
603
5,965
18
Female
null
Married
2
PhD
null
36.818757
Urban
Comprehensive
null
13
352
4
2024-05-14 15:21:39.254678
Average
No
Weekly
Apartment
724
5,966
26
Male
4,089
Married
4
Bachelor's
Unemployed
42.868156
Rural
Basic
1
8
519
6
2022-08-30 15:21:39.134960
Poor
Yes
Daily
Apartment
2,148
5,967
54
Male
17,104
Single
3
Master's
null
13.361314
Urban
Comprehensive
2
6
null
7
2024-03-11 15:21:39.256696
Average
No
Weekly
House
2,088
5,968
34
Female
23,755
Divorced
0
Master's
null
12.844158
Suburban
Premium
1
4
626
9
2019-10-04 15:21:39.091080
Good
No
Weekly
Condo
887
5,969
18
Female
43,969
Married
0
PhD
Employed
null
Urban
Comprehensive
1
14
584
1
2021-01-10 15:21:39.086123
Good
No
Daily
House
736
5,970
47
Male
43,414
Single
2
Bachelor's
Self-Employed
12.937982
Rural
Basic
0
2
761
7
2022-03-05 15:21:39.177724
Poor
No
Daily
Apartment
937
5,971
32
Male
46,420
Single
4
High School
null
25.658524
Urban
Comprehensive
1
2
461
2
2021-04-05 15:21:39.196387
Average
Yes
Rarely
House
427
5,972
34
Male
69,904
Divorced
0
PhD
Unemployed
47.127811
Rural
Basic
3
1
741
4
2022-02-20 15:21:39.085129
Poor
No
Rarely
Condo
85
5,973
35
Male
24,891
Single
null
Bachelor's
Self-Employed
20.057791
Rural
Basic
0
3
722
7
2020-07-08 15:21:39.237118
Average
Yes
Daily
Apartment
1,791
5,974
44
Female
8,892
Married
null
Bachelor's
null
42.938433
Urban
Premium
0
6
761
8
2020-04-13 15:21:39.114118
null
No
Daily
House
776
5,975
56
Male
15,892
Single
1
Bachelor's
Self-Employed
15.663162
Urban
Premium
null
9
null
1
2022-05-15 15:21:39.226954
Average
No
Monthly
Condo
2,793
5,976
30
Male
464
Married
0
PhD
Employed
6.396464
Urban
Comprehensive
0
12
626
6
2021-08-28 15:21:39.088124
null
No
Weekly
House
548
5,977
49
Female
4,536
Married
2
PhD
Employed
48.481096
Suburban
Basic
null
13
442
4
2021-04-05 15:21:39.134960
Good
Yes
Monthly
Apartment
1,284
5,978
55
Female
67,898
Married
1
Master's
null
9.490431
Suburban
Comprehensive
3
10
841
4
2021-06-22 15:21:39.134960
Poor
No
Monthly
House
27
5,979
34
Male
1,170
Single
3
Master's
Employed
17.286582
Suburban
Premium
null
5
524
6
2023-06-04 15:21:39.086123
null
No
Weekly
House
927
5,980
44
Female
1,026
Single
3
PhD
Employed
32.791463
Rural
Premium
1
1
409
9
2021-10-04 15:21:39.123711
Average
Yes
Daily
Condo
2,251
5,981
30
Female
41,820
Single
4
Bachelor's
null
18.414627
Suburban
Basic
1
0
null
9
2019-09-13 15:21:39.123711
Good
No
Monthly
Apartment
1,554
5,982
63
Male
688
Married
4
Bachelor's
null
21.329713
Urban
Premium
null
2
547
9
2022-03-12 15:21:39.134960
Average
No
Rarely
Condo
110
5,983
21
Male
43,842
Single
3
Bachelor's
Self-Employed
13.856299
Rural
Premium
1
11
713
3
2021-06-19 15:21:39.191219
Poor
Yes
Weekly
House
1,551
5,984
54
Male
92,934
Divorced
4
Bachelor's
Self-Employed
29.944195
Urban
Premium
1
8
486
1
2023-06-06 15:21:39.091080
Poor
No
Rarely
House
2,089
5,985
51
Female
14,861
Divorced
null
Master's
null
36.918891
Urban
Basic
1
14
568
3
2022-03-25 15:21:39.079128
Poor
Yes
Daily
Condo
893
5,986
39
Female
null
Married
4
Master's
Unemployed
18.918649
Urban
Basic
0
1
380
8
2023-09-10 15:21:39.134960
Poor
No
Monthly
House
785
5,987
45
Male
2,301
Married
0
Bachelor's
Unemployed
18.939181
Suburban
Comprehensive
0
10
745
3
2020-05-28 15:21:39.205850
null
No
Monthly
House
661
5,988
47
Female
69,678
Married
0
Bachelor's
Employed
44.738334
Rural
Basic
null
19
790
1
2022-08-13 15:21:39.134960
Good
Yes
Rarely
House
103
5,989
50
Female
14,518
Married
null
Master's
Self-Employed
16.834692
Urban
Comprehensive
1
13
612
4
2023-12-07 15:21:39.120168
Good
No
Monthly
House
292
5,990
23
Male
14,515
Married
3
Master's
Employed
38.124059
Urban
Basic
1
15
635
8
2024-07-04 15:21:39.252145
Poor
No
Monthly
Condo
365
5,991
44
Male
17,764
Married
null
PhD
null
40.5834
Suburban
Comprehensive
0
10
610
1
2023-01-31 15:21:39.155231
Poor
Yes
Rarely
Apartment
928
5,992
29
Female
9,069
Married
0
PhD
null
48.512665
Rural
Basic
1
14
731
9
2020-12-02 15:21:39.155231
Poor
Yes
Rarely
House
830
5,993
26
Female
3,458
Married
0
Master's
null
18.553396
Urban
Basic
1
6
454
8
2021-05-22 15:21:39.122134
Good
No
Daily
Apartment
1,649
5,994
33
Female
6,048
Married
1
Bachelor's
null
16.053136
Rural
Basic
2
7
322
5
2022-02-06 15:21:39.155231
Average
Yes
Weekly
Condo
517
5,995
64
Female
28,215
Divorced
1
High School
Unemployed
27.83469
Urban
Basic
null
7
713
4
2022-01-31 15:21:39.172097
Good
No
Weekly
Condo
642
5,996
31
Male
28,706
Married
3
High School
Employed
3.579724
Urban
Basic
2
15
836
4
2023-05-18 15:21:39.237118
Poor
Yes
Monthly
House
446
5,997
59
Male
10,198
Divorced
0
High School
Employed
22.869312
Rural
Basic
null
19
469
7
2020-01-21 15:21:39.185215
Good
No
Weekly
House
1,586
5,998
53
Male
93,517
Divorced
1
High School
Self-Employed
20.060646
Suburban
Premium
0
13
536
7
2022-01-03 15:21:39.114118
Poor
No
Monthly
Condo
119
5,999
32
Female
132,387
Single
1
Bachelor's
Employed
41.001817
Urban
Basic
null
8
843
2
2019-10-19 15:21:39.168099
Poor
Yes
Rarely
Apartment
2,359