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
700
37
Female
null
Single
3
Bachelor's
null
29.936144
Rural
Comprehensive
0
9
457
5
2020-11-09 15:21:39.205850
Poor
Yes
Weekly
Condo
2,401
701
62
Female
4,918
Single
1
Bachelor's
Self-Employed
18.884728
Suburban
Basic
0
13
381
9
2021-04-20 15:21:39.165120
Poor
No
Daily
Condo
1,203
702
24
Male
73,300
Single
2
Bachelor's
Self-Employed
6.906304
Rural
Comprehensive
2
14
604
9
2021-08-21 15:21:39.155231
Average
No
Rarely
Condo
434
703
26
Female
36,274
Single
4
Bachelor's
Employed
9.898671
Suburban
Premium
0
18
null
7
2021-07-27 15:21:39.093681
Good
Yes
Weekly
Apartment
847
704
49
Female
61,550
Single
0
High School
Unemployed
38.824307
Rural
Premium
null
18
796
4
2023-07-17 15:21:39.170099
Average
No
Weekly
Apartment
364
705
44
Male
1,333
Married
2
Bachelor's
Employed
46.933932
Rural
Basic
1
3
477
5
2023-11-24 15:21:39.155231
Good
No
Monthly
Apartment
562
706
31
Male
3,029
Divorced
3
PhD
Self-Employed
10.619335
Suburban
Premium
0
6
631
5
2020-02-10 15:21:39.092127
Average
No
Rarely
Apartment
25
707
64
Male
84,311
Divorced
4
PhD
Unemployed
18.058134
Suburban
Premium
null
7
833
4
2023-11-29 15:21:39.123711
null
Yes
Monthly
House
226
708
47
Male
17,963
Single
2
High School
null
23.581859
Urban
Basic
1
7
757
3
2021-03-05 15:21:39.276901
Good
Yes
Weekly
Condo
1,081
709
23
Female
1,026
Single
1
Master's
null
4.3139
Suburban
Premium
2
16
796
5
2021-05-13 15:21:39.252145
Poor
No
Rarely
House
1,743
710
64
Female
15,881
Divorced
2
Master's
null
41.753745
Suburban
Comprehensive
1
15
784
1
2024-03-26 15:21:39.253660
Good
No
Daily
House
82
711
27
Female
53,366
Single
1
High School
null
27.251707
Rural
Basic
1
7
341
2
2023-11-04 15:21:39.155231
Good
Yes
Monthly
Apartment
1,099
712
20
Male
14,054
Married
1
High School
null
38.922601
Urban
Basic
null
11
null
9
2021-01-14 15:21:39.155231
Poor
Yes
Rarely
Apartment
724
713
46
Female
27,666
Divorced
4
Master's
Self-Employed
22.027834
Urban
Basic
null
18
433
8
2022-08-07 15:21:39.094752
null
Yes
Rarely
Condo
818
714
25
Female
18,073
Single
0
PhD
Self-Employed
39.918757
Suburban
Comprehensive
1
2
762
1
2019-08-20 15:21:39.225916
null
No
Daily
Condo
2,446
715
52
Female
3,941
Married
2
PhD
Employed
32.89252
Rural
Comprehensive
1
2
431
9
2021-12-21 15:21:39.098696
null
Yes
Weekly
Condo
573
716
58
Female
8,092
Divorced
null
High School
null
32.556467
Suburban
Basic
1
16
544
1
2020-03-27 15:21:39.192212
Average
No
Monthly
House
917
717
23
Male
17,275
Married
1
Bachelor's
Unemployed
46.966788
Urban
Comprehensive
2
5
609
7
2022-06-29 15:21:39.281787
Poor
No
Monthly
Condo
139
718
57
Female
42,435
Married
3
Master's
Unemployed
39.976204
Urban
Basic
null
17
329
4
2019-09-02 15:21:39.248098
Good
No
Daily
Condo
1,136
719
44
Male
23,981
Single
3
Master's
Employed
27.292758
Rural
Comprehensive
null
12
596
3
2019-10-23 15:21:39.279729
Poor
Yes
Daily
Apartment
394
720
39
Female
39,109
Married
2
Bachelor's
Unemployed
50.45734
Suburban
Comprehensive
2
15
379
5
2019-12-18 15:21:39.219432
Good
Yes
Daily
House
1,375
721
36
Male
null
Married
1
PhD
Unemployed
16.838607
Suburban
Comprehensive
1
4
447
2
2020-02-24 15:21:39.134960
Average
Yes
Monthly
Apartment
24
722
54
Female
17,579
Single
3
PhD
null
27.814058
Suburban
Basic
0
15
657
7
2020-10-04 15:21:39.230483
Average
Yes
Weekly
Apartment
543
723
61
Female
125,576
Divorced
0
PhD
Employed
20.095134
Suburban
Basic
0
0
553
1
2022-06-06 15:21:39.132191
Good
No
Monthly
Apartment
196
724
30
Male
29,137
Married
0
PhD
null
39.09814
Suburban
Basic
null
3
847
8
2023-12-18 15:21:39.155231
Good
Yes
Daily
Apartment
1,383
725
64
Female
3,123
Married
3
PhD
Employed
34.593244
Urban
Basic
3
11
826
6
2019-08-29 15:21:39.260856
Average
Yes
Monthly
Condo
929
726
41
Female
34,409
Married
4
Bachelor's
Employed
null
Rural
Premium
null
1
573
5
2022-01-05 15:21:39.192212
Average
Yes
Weekly
House
886
727
33
Female
56,611
Single
0
Master's
Unemployed
11.0529
Suburban
Premium
3
15
486
6
2022-11-21 15:21:39.175719
null
Yes
Daily
Apartment
614
728
43
Female
21,441
Divorced
2
Master's
Employed
26.846278
Urban
Premium
2
14
637
2
2021-05-18 15:21:39.245086
Good
No
Weekly
House
1,641
729
49
Male
394
Married
3
Bachelor's
Employed
22.313946
Rural
Basic
0
4
731
5
2021-10-29 15:21:39.237118
Average
No
Monthly
House
1,579
730
18
Female
18,051
Single
null
High School
Unemployed
30.955495
Urban
Comprehensive
null
15
691
3
2023-06-18 15:21:39.237118
Average
Yes
Rarely
Apartment
1,275
731
63
Male
45,999
Married
4
Bachelor's
Employed
27.813847
Rural
Premium
null
13
781
7
2022-12-29 15:21:39.168099
Good
Yes
Rarely
House
1,540
732
28
Female
3,058
Single
0
Bachelor's
Self-Employed
31.390118
Suburban
Premium
2
11
null
7
2019-12-17 15:21:39.155231
Poor
No
Rarely
Condo
39
733
38
Female
6,095
Divorced
3
Master's
Employed
29.938598
Suburban
Comprehensive
0
10
772
7
2021-12-12 15:21:39.134960
Poor
Yes
Daily
Condo
942
734
30
Female
6,095
Divorced
2
Bachelor's
Employed
7.942224
Suburban
Comprehensive
0
14
684
2
2024-06-28 15:21:39.147735
Average
Yes
Daily
House
573
735
20
Male
37,088
Married
null
PhD
Self-Employed
9.933012
Urban
Premium
0
14
705
9
2022-12-04 15:21:39.278402
Good
No
Monthly
Apartment
427
736
29
Male
6,973
Married
1
Bachelor's
Self-Employed
12.878988
Rural
Premium
1
19
651
8
2024-05-15 15:21:39.090124
Good
Yes
Rarely
Apartment
1,326
737
52
Male
55,733
Divorced
2
Bachelor's
Unemployed
20.38287
Urban
Premium
1
1
386
2
2023-06-17 15:21:39.213373
Average
Yes
Monthly
Apartment
1,811
738
59
Male
5,872
Divorced
4
High School
Self-Employed
21.084609
Suburban
Basic
0
2
null
7
2020-09-26 15:21:39.264504
Average
Yes
Monthly
House
821
739
46
Male
17,078
Married
2
Bachelor's
null
47.255432
Rural
Premium
null
15
559
2
2024-05-30 15:21:39.252145
Good
No
Rarely
House
1,322
740
51
Female
43,848
Single
3
PhD
Unemployed
22.981177
Rural
Comprehensive
1
6
720
7
2023-07-23 15:21:39.125660
Poor
No
Weekly
Apartment
3,341
741
59
Male
15,774
Married
0
PhD
Unemployed
43.256677
Rural
Comprehensive
0
16
499
8
2022-08-27 15:21:39.237118
Good
Yes
Rarely
Condo
552
742
23
Female
16,989
Married
1
PhD
Self-Employed
24.898365
Rural
Comprehensive
null
7
566
5
2022-10-06 15:21:39.134960
Good
Yes
Monthly
Condo
1,693
743
33
Male
5,843
Single
4
Master's
Self-Employed
17.144939
Urban
Basic
0
2
832
2
2021-11-01 15:21:39.087123
null
No
Monthly
Apartment
1,225
744
41
Female
33,600
Divorced
0
High School
null
16.946108
Rural
Premium
2
14
625
8
2024-02-07 15:21:39.197445
Good
Yes
Monthly
Condo
528
745
22
Female
126,528
Divorced
2
PhD
null
21.472066
Rural
Basic
2
0
499
5
2024-04-10 15:21:39.250151
null
No
Rarely
Condo
871
746
24
Female
18,679
Single
4
PhD
Unemployed
14.722862
Urban
Basic
null
16
null
4
2024-05-16 15:21:39.134960
Good
Yes
Monthly
Apartment
1,218
747
34
Female
null
Married
1
Master's
Unemployed
3.858793
Rural
Premium
null
15
733
9
2023-04-16 15:21:39.276901
Average
Yes
Daily
Condo
111
748
46
Female
10,071
Married
1
Master's
Unemployed
40.261479
Rural
Comprehensive
null
0
635
2
2020-04-23 15:21:39.145732
Average
Yes
Weekly
Condo
1,845
749
37
Female
5,825
Married
null
Master's
Self-Employed
50.865305
Rural
Basic
null
9
779
1
2022-04-09 15:21:39.191219
Average
No
Monthly
Apartment
2,788
750
51
Male
16,072
Married
1
Bachelor's
Self-Employed
43.011235
Rural
Premium
null
3
695
2
2021-05-29 15:21:39.155231
Good
No
Monthly
Apartment
182
751
49
Male
46,267
Divorced
null
High School
Self-Employed
16.355481
Urban
Premium
1
9
697
6
2024-01-26 15:21:39.134960
Good
No
Rarely
Condo
635
752
27
Male
61,925
Married
1
High School
null
48.265096
Urban
Basic
2
18
449
7
2024-02-29 15:21:39.188220
Poor
No
Weekly
House
1,489
753
51
Male
857
Divorced
0
High School
null
22.826365
Rural
Comprehensive
2
2
706
8
2020-05-17 15:21:39.085129
Good
No
Rarely
Condo
963
754
24
Male
29,063
Divorced
3
PhD
null
44.738872
Suburban
Comprehensive
1
10
745
1
2023-08-25 15:21:39.265513
Average
Yes
Weekly
Apartment
707
755
35
Male
44,650
Divorced
1
High School
Unemployed
44.868787
Suburban
Basic
1
3
647
9
2020-09-06 15:21:39.172097
Average
Yes
Weekly
Condo
1,407
756
64
Male
994
Married
null
High School
Self-Employed
28.895222
Suburban
Premium
1
2
734
6
2021-11-13 15:21:39.134960
Poor
Yes
Monthly
House
110
757
23
Female
35,754
Single
1
High School
Employed
37.719063
Rural
Premium
1
13
721
9
2022-12-11 15:21:39.237118
Average
Yes
Weekly
Condo
584
758
37
Female
87,766
Single
2
High School
Employed
26.154939
Urban
Premium
2
4
null
2
2023-06-16 15:21:39.164044
null
Yes
Rarely
House
48
759
20
Male
16,582
Single
2
Bachelor's
null
35.857429
Urban
Basic
null
16
442
6
2023-07-29 15:21:39.104139
Poor
No
Monthly
Condo
1,231
760
22
Female
2,777
Married
0
Master's
Employed
43.038446
Rural
Comprehensive
1
4
796
9
2020-05-22 15:21:39.084065
Average
Yes
Monthly
House
2,196
761
37
Female
31,508
Divorced
4
Master's
Unemployed
16.175926
Rural
Comprehensive
null
3
612
1
2020-06-22 15:21:39.226954
Good
No
Weekly
House
112
762
31
Female
34
Married
3
Bachelor's
Self-Employed
47.058353
Rural
Basic
0
14
686
7
2023-07-21 15:21:39.263607
Average
No
Rarely
Apartment
817
763
41
Female
2,788
Divorced
4
Master's
Unemployed
16.689436
Suburban
Basic
0
3
552
8
2024-07-24 15:21:39.092127
Average
Yes
Rarely
Condo
130
764
50
Male
27,350
Divorced
4
Bachelor's
Self-Employed
31.894198
Rural
Comprehensive
0
13
537
4
2022-09-20 15:21:39.086123
Poor
Yes
Daily
Apartment
29
765
37
Female
2,562
Married
1
PhD
Self-Employed
32.471497
Rural
Basic
0
11
468
2
2023-10-04 15:21:39.221386
Average
Yes
Daily
Condo
2,734
766
50
Male
9,081
Divorced
1
Master's
Employed
21.433945
Suburban
Comprehensive
null
16
767
8
2024-01-06 15:21:39.280784
Good
Yes
Rarely
Condo
587
767
50
Female
27,625
Divorced
3
PhD
null
48.281258
Rural
Premium
0
8
351
6
2022-04-17 15:21:39.131192
null
No
Daily
House
572
768
58
Female
6,972
Married
0
High School
Self-Employed
18.62372
Suburban
Comprehensive
0
17
393
3
2023-06-27 15:21:39.096739
Average
No
Daily
House
618
769
26
Male
36,102
Single
1
Master's
null
24.053054
Suburban
Basic
3
19
566
6
2021-06-19 15:21:39.126661
Average
No
Weekly
Apartment
923
770
38
Female
3,483
Married
1
PhD
Unemployed
6.817709
Urban
Comprehensive
3
15
null
1
2021-09-17 15:21:39.113566
Average
No
Rarely
Apartment
1,488
771
22
Male
6,988
Divorced
2
Master's
Unemployed
29.750047
Rural
Basic
0
2
637
7
2022-12-29 15:21:39.152732
Average
No
Monthly
Condo
811
772
null
Female
15,983
Divorced
4
PhD
Self-Employed
37.28161
Urban
Comprehensive
2
6
null
2
2020-03-09 15:21:39.092127
Poor
Yes
Rarely
House
1,460
773
30
Female
91,021
Married
2
Bachelor's
Employed
45.06885
Rural
Premium
null
5
387
7
2020-09-27 15:21:39.095696
Average
Yes
Weekly
Condo
1,304
774
46
Male
855
Divorced
null
High School
null
41.624051
Suburban
Premium
null
13
365
8
2024-06-27 15:21:39.134960
Poor
No
Monthly
Condo
2,433
775
46
Male
25,585
Married
2
Bachelor's
null
50.420218
Rural
Comprehensive
1
16
797
2
2024-06-30 15:21:39.134960
Average
Yes
Daily
House
1,033
776
28
Male
12,042
Divorced
0
High School
null
52.166439
Urban
Basic
0
5
725
8
2022-06-30 15:21:39.220389
Average
No
Monthly
House
2,047
777
55
Male
1,029
Married
3
Bachelor's
Employed
null
Rural
Comprehensive
1
17
683
1
2021-04-02 15:21:39.177724
Poor
No
Monthly
House
731
778
48
Female
6,872
Divorced
4
Bachelor's
null
19.622728
Urban
Premium
1
7
818
5
2023-10-01 15:21:39.211806
Poor
Yes
Daily
House
1,231
779
51
Female
11,881
Married
2
Bachelor's
Unemployed
19.086176
Rural
Basic
1
9
null
3
2024-05-16 15:21:39.134960
Average
Yes
Weekly
House
784
780
30
Female
95,533
Single
1
Bachelor's
Unemployed
7.826353
Suburban
Premium
1
9
377
7
2020-09-27 15:21:39.126661
Poor
Yes
Weekly
Condo
767
781
42
Male
24,379
Married
0
PhD
Unemployed
11.473014
Suburban
Premium
1
11
658
1
2023-12-21 15:21:39.114118
Average
Yes
Weekly
Apartment
764
782
35
Male
31,002
Divorced
0
Master's
Unemployed
5.27017
Urban
Basic
0
16
718
1
2022-10-10 15:21:39.134960
Average
Yes
Daily
House
1,828
783
18
Female
61,441
Married
4
PhD
Employed
29.717949
Rural
Basic
null
6
685
1
2020-04-24 15:21:39.274993
Average
No
Monthly
House
254
784
64
Female
16,102
Divorced
1
PhD
null
50.535929
Rural
Comprehensive
1
15
752
2
2021-08-22 15:21:39.228521
Average
No
Rarely
House
602
785
58
Female
7,095
Single
1
Master's
Employed
23.401038
Urban
Premium
null
17
757
7
2021-05-30 15:21:39.118178
Average
Yes
Daily
Apartment
684
786
43
Male
27,383
Single
null
Master's
Unemployed
32.918592
Urban
Comprehensive
null
8
808
9
2022-01-09 15:21:39.132191
Poor
Yes
Weekly
House
1,111
787
55
Male
80,190
Divorced
null
High School
null
11.251394
Suburban
Comprehensive
null
19
569
8
2020-04-27 15:21:39.112553
Good
Yes
Weekly
Condo
357
788
22
Male
2,853
Married
2
Bachelor's
Unemployed
40.04252
Suburban
Basic
1
4
381
4
2023-09-04 15:21:39.103944
Poor
Yes
Weekly
Apartment
944
789
59
Male
24,891
Divorced
null
PhD
Unemployed
8.442163
Urban
Basic
0
16
459
5
2023-12-05 15:21:39.102694
Good
Yes
Daily
House
1,373
790
58
Male
40,802
Single
4
High School
null
21.310965
Suburban
Premium
1
11
554
9
2024-06-10 15:21:39.083497
Good
No
Monthly
Condo
1,706
791
21
Male
84,965
Married
2
Master's
Unemployed
13.749088
Suburban
Basic
null
6
454
5
2019-08-19 15:21:39.186212
Poor
No
Rarely
House
766
792
19
Female
2,023
Single
3
Bachelor's
Employed
27.149849
Rural
Premium
0
7
481
1
2023-08-13 15:21:39.134960
Average
Yes
Monthly
Condo
1,636
793
59
Male
30,292
Single
4
Bachelor's
Self-Employed
23.477939
Rural
Comprehensive
0
8
626
2
2023-06-10 15:21:39.102694
Average
No
Daily
House
1,605
794
42
Female
null
Divorced
2
Master's
Employed
28.737419
Suburban
Comprehensive
0
4
null
5
2021-11-21 15:21:39.211806
null
Yes
Daily
Apartment
2,939
795
61
Female
18,589
Married
0
Master's
Self-Employed
5.715933
Urban
Premium
2
4
null
6
2022-09-29 15:21:39.134960
Good
No
Rarely
House
821
796
60
Female
10,071
Divorced
2
PhD
Self-Employed
34.172757
Urban
Comprehensive
2
15
486
6
2020-06-13 15:21:39.134960
null
Yes
Daily
Condo
3,330
797
38
Female
83,088
Single
null
High School
Unemployed
30.895691
Rural
Comprehensive
1
7
805
8
2022-02-13 15:21:39.237118
null
Yes
Daily
Apartment
1,838
798
28
Female
913
Divorced
1
PhD
Unemployed
6.817707
Suburban
Premium
2
0
null
8
2020-07-18 15:21:39.151732
Average
No
Weekly
House
710
799
51
Female
3,466
Married
null
High School
Self-Employed
33.441409
Suburban
Comprehensive
null
0
647
8
2024-02-18 15:21:39.172097
null
No
Rarely
Condo
549