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
1,194,700
60
Male
27,662
Married
3
PhD
Employed
27.934129
Rural
Comprehensive
null
0
null
5
2023-02-21 15:21:39.155231
Average
No
Monthly
House
845
1,194,701
62
Male
30,873
Single
4
Bachelor's
Self-Employed
26.929509
Urban
Comprehensive
null
13
829
7
2020-10-28 15:21:39.222387
Average
Yes
Weekly
Condo
143
1,194,702
61
Female
125,948
Divorced
null
PhD
Employed
22.095605
Rural
Premium
2
10
818
2
2022-01-08 15:21:39.259788
Good
No
Weekly
Condo
3,898
1,194,703
39
Female
11,698
Single
3
PhD
Self-Employed
24.951661
Urban
Premium
0
19
614
4
2020-06-02 15:21:39.132191
Average
Yes
Monthly
Apartment
552
1,194,704
23
Male
36,806
Married
1
Master's
Self-Employed
44.965952
Urban
Premium
4
3
626
9
2020-02-28 15:21:39.261856
Average
No
Rarely
Condo
695
1,194,705
64
Male
145,980
Divorced
3
PhD
null
23.785713
Suburban
Premium
0
14
712
4
2021-06-22 15:21:39.237118
Poor
No
Daily
Condo
362
1,194,706
30
Male
17,140
Married
3
High School
null
34.092778
Rural
Comprehensive
1
19
352
7
2023-02-19 15:21:39.210805
null
Yes
Rarely
Apartment
1,132
1,194,707
43
Male
37,197
Married
2
Bachelor's
Employed
12.082689
Urban
Premium
null
10
509
1
2020-09-05 15:21:39.191219
Good
No
Weekly
Apartment
675
1,194,708
43
Male
1,426
Single
4
Bachelor's
Self-Employed
42.776765
Rural
Premium
2
12
509
1
2022-03-25 15:21:39.179186
Average
Yes
Rarely
Condo
2,948
1,194,709
35
Female
5,816
Married
4
Master's
Unemployed
38.799613
Urban
Basic
0
3
463
9
2023-06-15 15:21:39.155231
Poor
Yes
Rarely
House
1,242
1,194,710
57
Female
10,881
Divorced
0
Bachelor's
Self-Employed
19.974222
Suburban
Comprehensive
1
17
707
6
2020-03-15 15:21:39.285112
Good
Yes
Daily
Condo
565
1,194,711
32
Female
44,914
Married
1
PhD
Employed
34.737974
Suburban
Comprehensive
0
19
786
9
2021-01-06 15:21:39.079128
Average
No
Weekly
Condo
618
1,194,712
54
Male
16,787
Married
null
High School
Self-Employed
23.099228
Urban
Comprehensive
0
13
725
6
2020-06-11 15:21:39.252145
Average
No
Rarely
House
707
1,194,713
23
Female
18,282
Married
0
PhD
Unemployed
28.284789
Rural
Basic
0
15
409
9
2023-08-08 15:21:39.261856
Average
No
Rarely
House
614
1,194,714
26
Male
55
Married
4
High School
Unemployed
13.553677
Suburban
Premium
2
6
null
4
2023-12-03 15:21:39.082499
Poor
No
Weekly
House
469
1,194,715
40
Female
46,115
Single
2
High School
Self-Employed
45.330211
Suburban
Basic
2
18
null
7
2022-05-10 15:21:39.095696
Average
Yes
Rarely
House
928
1,194,716
35
Female
11,987
Married
4
Bachelor's
null
25.788763
Suburban
Basic
1
12
751
9
2021-09-02 15:21:39.225916
Good
Yes
Daily
Apartment
645
1,194,717
22
Male
48,866
Married
1
Master's
Self-Employed
null
Suburban
Premium
1
11
699
5
2020-10-22 15:21:39.143708
null
No
Weekly
Apartment
1,091
1,194,718
39
Female
91,447
Married
0
High School
Self-Employed
25.880175
Suburban
Premium
null
6
310
6
2019-12-18 15:21:39.194829
Good
Yes
Monthly
House
1,144
1,194,719
25
Female
19,640
Single
0
Bachelor's
Employed
35.687618
Rural
Premium
1
13
749
9
2021-09-26 15:21:39.226954
Average
No
Daily
Apartment
624
1,194,720
20
Female
null
Married
4
High School
Employed
8.169871
Urban
Premium
null
5
368
3
2021-09-27 15:21:39.134960
null
No
Rarely
Condo
861
1,194,721
32
Male
14,861
Single
2
PhD
Unemployed
14.164472
Urban
Basic
0
12
765
4
2024-07-03 15:21:39.125660
Good
No
Weekly
Apartment
651
1,194,722
23
Female
2,382
Single
2
PhD
Employed
23.817603
Rural
Comprehensive
2
2
654
3
2020-02-13 15:21:39.276901
Average
Yes
Rarely
Condo
741
1,194,723
34
Male
24,259
Single
4
PhD
Employed
null
Suburban
Basic
0
18
531
1
2020-11-13 15:21:39.134960
Good
No
Monthly
Condo
2,069
1,194,724
63
Male
null
Divorced
2
Master's
Unemployed
28.711153
Urban
Comprehensive
0
5
null
4
2022-07-29 15:21:39.237118
Good
No
Daily
House
66
1,194,725
28
Male
17,087
Married
2
Master's
Employed
19.8483
Rural
Premium
null
2
751
1
2023-09-23 15:21:39.263607
Average
No
Rarely
House
1,204
1,194,726
19
Male
23,108
Single
1
Master's
Employed
18.66443
Suburban
Basic
0
14
682
3
2019-10-09 15:21:39.250151
Good
No
Weekly
Apartment
1,014
1,194,727
42
Female
65,408
Married
4
High School
Unemployed
10.60895
Urban
Premium
2
3
789
7
2023-02-21 15:21:39.096739
Poor
Yes
Rarely
House
2,909
1,194,728
52
Male
6,966
Divorced
2
Master's
Self-Employed
18.488045
Suburban
Basic
1
7
678
9
2021-07-31 15:21:39.150730
Poor
No
Rarely
Apartment
205
1,194,729
53
Female
35,360
Married
2
PhD
Self-Employed
4.939168
Urban
Basic
0
9
779
5
2024-05-14 15:21:39.155231
Good
No
Monthly
Apartment
612
1,194,730
54
Male
3,933
Married
2
Bachelor's
Self-Employed
15.469636
Rural
Premium
4
8
744
4
2021-03-23 15:21:39.087123
Good
No
Daily
Apartment
1,139
1,194,731
63
Male
2,889
Divorced
4
Bachelor's
Employed
36.456942
Suburban
Premium
2
17
511
8
2020-07-31 15:21:39.155231
Average
No
Weekly
Apartment
822
1,194,732
40
Female
121,633
Married
1
Master's
null
42.281249
Suburban
Basic
1
10
449
1
2023-11-20 15:21:39.285112
Average
Yes
Monthly
Apartment
1,799
1,194,733
40
Male
94,811
Divorced
1
PhD
Self-Employed
33.926669
Rural
Comprehensive
2
6
616
2
2022-08-17 15:21:39.290098
null
Yes
Monthly
Apartment
3,521
1,194,734
24
Male
40,863
Divorced
2
Bachelor's
Unemployed
30.067927
Suburban
Premium
0
6
null
9
2022-10-05 15:21:39.134960
Good
No
Weekly
Apartment
605
1,194,735
60
Female
17,680
Divorced
4
PhD
null
20.637844
Urban
Comprehensive
2
0
639
4
2022-09-12 15:21:39.151732
null
No
Rarely
Condo
1,242
1,194,736
29
Male
20,281
Single
3
Bachelor's
Unemployed
36.844143
Urban
Basic
1
14
782
5
2022-04-29 15:21:39.237118
Good
Yes
Daily
Condo
955
1,194,737
27
Female
54,434
Divorced
0
High School
Self-Employed
51.816113
Urban
Basic
0
17
673
2
2023-08-17 15:21:39.251142
Good
No
Monthly
Apartment
462
1,194,738
40
Male
11,255
Divorced
1
High School
Self-Employed
45.293744
Suburban
Comprehensive
null
13
676
3
2020-07-12 15:21:39.114118
Average
Yes
Rarely
House
1,069
1,194,739
26
Male
30,836
Single
4
PhD
Employed
11.918579
Rural
Comprehensive
1
14
736
2
2022-05-30 15:21:39.219432
Good
No
Daily
Apartment
308
1,194,740
41
Female
3,240
Single
2
Bachelor's
Self-Employed
47.079292
Urban
Basic
0
15
487
2
2021-08-23 15:21:39.134960
Poor
Yes
Daily
Condo
2,090
1,194,741
46
Female
68,042
Divorced
1
Bachelor's
null
25.922502
Rural
Premium
1
1
719
1
2022-08-25 15:21:39.202448
Poor
No
Rarely
Apartment
369
1,194,742
48
Male
24,603
Single
0
Master's
Unemployed
3.1715
Rural
Basic
1
6
695
7
2020-01-04 15:21:39.134960
Average
No
Daily
Condo
2,153
1,194,743
59
Male
8,078
Married
4
Bachelor's
null
22.369976
Rural
Premium
0
11
449
6
2020-09-08 15:21:39.155231
Average
No
Rarely
House
1,449
1,194,744
53
Female
12,636
Divorced
2
Bachelor's
Self-Employed
9.410621
Suburban
Basic
0
18
343
9
2022-08-02 15:21:39.185215
Poor
No
Daily
Apartment
894
1,194,745
26
Male
10,278
Single
1
High School
Unemployed
9.637751
Suburban
Basic
null
15
null
7
2022-02-25 15:21:39.245086
Poor
No
Weekly
Apartment
835
1,194,746
44
Female
1,315
Divorced
2
High School
Self-Employed
28.257515
Rural
Basic
0
10
725
1
2020-08-14 15:21:39.282785
Poor
No
Monthly
Apartment
2,457
1,194,747
43
Male
5,192
Divorced
4
Master's
Unemployed
21.619071
Rural
Basic
null
0
340
4
2021-08-03 15:21:39.177724
Poor
No
Daily
Condo
788
1,194,748
47
Female
10,881
Divorced
4
Master's
Employed
7.924408
Urban
Basic
null
4
688
2
2022-05-15 15:21:39.134960
Poor
No
Rarely
Apartment
965
1,194,749
62
Female
23,862
Single
1
PhD
null
14.90826
Rural
Basic
0
13
697
8
2022-06-03 15:21:39.237118
Poor
No
Daily
Apartment
668
1,194,750
31
Male
22,111
Single
4
Master's
null
37.364524
Suburban
Basic
null
12
544
7
2021-10-05 15:21:39.207847
Average
Yes
Monthly
Condo
1,581
1,194,751
36
Female
46,269
Married
null
Master's
Self-Employed
4.671867
Rural
Premium
null
12
719
5
2023-04-16 15:21:39.180553
Poor
Yes
Weekly
Condo
2,350
1,194,752
50
Male
24,392
Single
3
High School
null
35.658826
Rural
Basic
null
15
496
1
2021-02-14 15:21:39.254678
Good
No
Weekly
Condo
172
1,194,753
47
Female
47,548
Divorced
1
PhD
null
23.122295
Suburban
Basic
1
15
836
4
2022-07-13 15:21:39.207847
Average
No
Daily
House
295
1,194,754
32
Male
2,907
Single
0
High School
null
16.796878
Rural
Premium
1
12
662
7
2020-10-22 15:21:39.155231
Poor
No
Weekly
House
2,134
1,194,755
56
Female
16,881
Married
0
Bachelor's
Unemployed
5.958683
Urban
Premium
null
7
608
2
2021-12-29 15:21:39.129190
Good
No
Daily
Apartment
2,475
1,194,756
22
Female
37,197
Divorced
1
Bachelor's
Unemployed
24.353003
Rural
Comprehensive
null
5
null
2
2020-12-22 15:21:39.147735
Poor
No
Weekly
Condo
853
1,194,757
56
Female
24,897
Divorced
0
High School
Self-Employed
6.869295
Rural
Basic
2
2
403
3
2023-01-20 15:21:39.194829
Poor
Yes
Daily
Apartment
3,863
1,194,758
18
Male
94,955
Married
2
Master's
Employed
6.327724
Rural
Comprehensive
2
6
456
9
2023-07-06 15:21:39.216387
Average
Yes
Rarely
Condo
280
1,194,759
50
Female
2,581
Married
2
Master's
Unemployed
45.869286
Urban
Premium
null
17
467
9
2019-12-27 15:21:39.190215
Good
No
Rarely
Apartment
1,758
1,194,760
49
Female
5,528
Married
0
PhD
null
27.566112
Rural
Premium
1
14
518
1
2021-07-15 15:21:39.170099
Poor
No
Daily
Condo
784
1,194,761
19
Female
2,907
Single
2
Master's
Employed
20.008958
Rural
Basic
2
15
473
9
2023-12-26 15:21:39.256696
Average
No
Daily
Condo
612
1,194,762
39
Female
22,164
Divorced
4
Master's
Employed
31.086853
Urban
Basic
1
6
583
3
2023-05-03 15:21:39.111551
Average
Yes
Daily
Condo
1,616
1,194,763
22
Male
29,006
Divorced
1
PhD
Employed
35.611475
Suburban
Comprehensive
1
19
573
1
2023-03-14 15:21:39.192212
Poor
No
Weekly
Apartment
1,231
1,194,764
20
Male
26,721
Married
3
Master's
Unemployed
20.947993
Rural
Comprehensive
1
18
null
4
2024-03-26 15:21:39.174719
Good
Yes
Rarely
Condo
814
1,194,765
39
Male
null
Single
3
Master's
Employed
49.490782
Suburban
Comprehensive
null
18
734
2
2022-02-12 15:21:39.111551
null
No
Weekly
House
2,134
1,194,766
53
Male
38,981
Divorced
0
PhD
Unemployed
38.61888
Rural
Comprehensive
1
17
463
3
2022-03-26 15:21:39.144722
Good
No
Monthly
House
572
1,194,767
40
Female
83,492
Divorced
0
Master's
null
17.73815
Rural
Comprehensive
null
0
607
6
2021-01-06 15:21:39.093681
Poor
No
Weekly
House
45
1,194,768
27
Male
43,972
Married
1
PhD
null
31.259951
Suburban
Comprehensive
1
17
581
5
2021-12-06 15:21:39.095696
Good
Yes
Monthly
Condo
3,128
1,194,769
35
Female
29,098
Married
2
PhD
null
7.079977
Rural
Comprehensive
3
1
844
8
2024-01-22 15:21:39.096739
Good
Yes
Rarely
Condo
472
1,194,770
33
Male
8,077
Single
1
Master's
Employed
null
Urban
Comprehensive
null
15
773
2
2021-09-18 15:21:39.134960
Poor
Yes
Weekly
Apartment
638
1,194,771
60
Male
10,043
Married
1
Master's
Unemployed
26.354402
Rural
Comprehensive
null
17
744
9
2023-01-16 15:21:39.111551
Poor
Yes
Weekly
House
679
1,194,772
43
Male
15,041
Married
2
Master's
null
28.964481
Urban
Premium
null
10
611
9
2020-11-12 15:21:39.186212
Poor
Yes
Daily
Apartment
3,603
1,194,773
42
Male
5,879
Single
0
PhD
null
null
Urban
Comprehensive
1
8
803
8
2020-02-24 15:21:39.279729
Average
No
Rarely
Condo
467
1,194,774
22
Male
108,864
Single
1
High School
null
26.926311
Urban
Basic
0
16
456
4
2023-04-04 15:21:39.134960
Average
Yes
Rarely
Apartment
1,208
1,194,775
63
Male
83,661
Divorced
1
High School
null
9.794215
Urban
Comprehensive
1
0
664
2
2023-09-27 15:21:39.230483
Good
No
Weekly
Condo
252
1,194,776
60
Male
43,463
Divorced
0
Master's
Unemployed
4.3199
Rural
Premium
null
3
661
2
2019-10-20 15:21:39.155231
Good
Yes
Monthly
Condo
1,761
1,194,777
64
Male
23,764
Single
0
PhD
Unemployed
13.387656
Urban
Premium
0
5
746
4
2022-06-26 15:21:39.274993
Average
No
Rarely
House
3,326
1,194,778
60
Male
58,511
Divorced
0
PhD
null
18.584412
Rural
Comprehensive
0
6
837
7
2024-04-26 15:21:39.283783
Average
Yes
Weekly
House
92
1,194,779
18
Female
null
Divorced
1
Master's
Employed
28.07123
Rural
Comprehensive
0
14
485
8
2023-06-13 15:21:39.151732
Average
Yes
Weekly
Condo
381
1,194,780
52
Female
43,713
Married
0
Master's
null
31.904168
Suburban
Premium
1
17
null
8
2021-10-04 15:21:39.090124
Poor
No
Monthly
Condo
2,133
1,194,781
25
Female
20,484
Divorced
2
High School
Employed
12.959215
Rural
Comprehensive
1
2
721
1
2021-03-09 15:21:39.254678
null
No
Weekly
Apartment
2,406
1,194,782
33
Male
34,117
Single
4
Bachelor's
Employed
32.361173
Rural
Premium
5
8
848
8
2020-01-25 15:21:39.266452
Poor
No
Daily
Apartment
917
1,194,783
42
Female
13,129
Single
4
Master's
Unemployed
11.003221
Suburban
Basic
4
13
716
4
2023-06-29 15:21:39.221386
Good
Yes
Daily
Apartment
33
1,194,784
19
Male
1,066
Married
1
Master's
null
44.48323
Urban
Comprehensive
0
15
767
7
2022-07-19 15:21:39.283783
null
Yes
Monthly
Apartment
2,727
1,194,785
31
Male
8,930
Married
0
PhD
Unemployed
26.867
Urban
Premium
null
12
490
1
2021-06-30 15:21:39.134960
Average
No
Monthly
Condo
367
1,194,786
46
Male
1,035
Married
4
PhD
null
26.818932
Suburban
Comprehensive
2
17
819
8
2020-05-06 15:21:39.288099
Average
No
Daily
House
1,149
1,194,787
60
Male
6,054
Divorced
3
Bachelor's
Employed
43.836998
Suburban
Basic
null
17
null
3
2023-07-08 15:21:39.176717
Good
Yes
Monthly
Apartment
298
1,194,788
26
Female
74,344
Divorced
null
Bachelor's
Employed
17.671667
Suburban
Comprehensive
null
15
432
6
2024-07-13 15:21:39.184157
Good
No
Monthly
Condo
1,423
1,194,789
29
Male
6,935
Divorced
2
Master's
Unemployed
7.78621
Rural
Premium
null
19
772
6
2023-04-11 15:21:39.246098
Poor
No
Daily
Condo
712
1,194,790
53
Female
878
Married
1
Bachelor's
Employed
23.385065
Urban
Comprehensive
2
2
null
3
2023-07-24 15:21:39.167099
Good
Yes
Daily
Condo
1,065
1,194,791
48
Female
null
Single
0
PhD
Employed
30.769454
Rural
Comprehensive
1
18
388
9
2023-01-31 15:21:39.174719
Good
Yes
Weekly
Apartment
2,652
1,194,792
19
Female
20
Divorced
1
High School
null
40.582621
Rural
Basic
0
4
497
4
2019-11-30 15:21:39.125660
Good
Yes
Weekly
Condo
438
1,194,793
50
Female
91,298
Married
3
PhD
Employed
38.876555
Suburban
Basic
null
3
783
6
2019-10-17 15:21:39.148733
Average
No
Daily
House
2,108
1,194,794
30
Female
9,097
Single
0
High School
Employed
10.859166
Suburban
Comprehensive
null
3
732
2
2020-09-25 15:21:39.237118
Average
Yes
Daily
Apartment
1,601
1,194,795
33
Male
2,058
Divorced
2
PhD
null
19.09227
Rural
Premium
1
18
595
8
2021-04-16 15:21:39.166062
null
Yes
Rarely
Apartment
1,552
1,194,796
43
Male
null
Married
4
Bachelor's
Unemployed
37.843185
Suburban
Comprehensive
1
0
516
5
2022-03-05 15:21:39.171102
Good
No
Daily
House
127
1,194,797
44
Female
708
Single
4
Bachelor's
Employed
12.097834
Urban
Basic
2
1
733
6
2023-02-10 15:21:39.220389
Poor
Yes
Weekly
Condo
757
1,194,798
27
Male
43,921
Divorced
3
Master's
null
29.712849
Rural
Basic
1
5
686
3
2022-12-23 15:21:39.111551
Good
No
Daily
Condo
814
1,194,799
43
Male
1,288
Divorced
2
High School
Employed
19.479411
Urban
Basic
2
16
638
9
2022-10-26 15:21:39.208842
Good
Yes
Weekly
Apartment
813