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
1,191,700
22
Male
15,204
Single
null
PhD
null
53.89528
Rural
Comprehensive
1
3
497
5
2020-01-18 15:21:39.272456
Average
No
Rarely
Apartment
1,091
1,191,701
29
Female
44,785
Divorced
3
Master's
Unemployed
25.666961
Rural
Basic
0
10
438
2
2024-03-23 15:21:39.285112
Good
No
Monthly
House
855
1,191,702
58
Male
6,094
Married
1
Master's
null
20.836237
Rural
Premium
null
1
731
2
2021-05-01 15:21:39.144722
Poor
No
Weekly
Condo
740
1,191,703
27
Male
10,795
Divorced
1
High School
Employed
6.849111
Rural
Basic
null
4
710
5
2021-06-23 15:21:39.204790
Good
No
Weekly
House
1,164
1,191,704
40
Male
null
Divorced
0
PhD
Unemployed
50.867336
Suburban
Basic
1
10
798
6
2022-07-05 15:21:39.205850
Average
No
Daily
Apartment
356
1,191,705
19
Male
147,719
Single
1
Master's
Employed
null
Rural
Comprehensive
2
13
492
5
2021-01-06 15:21:39.198406
Poor
Yes
Weekly
House
977
1,191,706
29
Female
38,119
Divorced
2
High School
Employed
38.453714
Rural
Comprehensive
1
7
null
2
2023-02-11 15:21:39.131192
Good
Yes
Daily
House
1,340
1,191,707
44
Female
113,321
Single
1
Master's
Unemployed
33.945107
Urban
Premium
null
0
403
2
2023-05-14 15:21:39.134960
Good
Yes
Rarely
House
822
1,191,708
32
Female
12,782
Divorced
null
Bachelor's
null
9.13346
Rural
Basic
null
15
696
4
2020-06-27 15:21:39.201446
Poor
No
Daily
House
1,329
1,191,709
39
Female
123,497
Divorced
2
Bachelor's
Employed
13.653733
Rural
Comprehensive
0
10
437
5
2021-03-09 15:21:39.180553
Good
Yes
Monthly
House
2,416
1,191,710
19
Female
18,116
Married
1
Master's
Employed
28.236911
Urban
Basic
2
2
718
8
2022-09-04 15:21:39.250151
Average
Yes
Monthly
House
739
1,191,711
19
Female
11,743
Single
0
PhD
null
35.983286
Urban
Comprehensive
1
6
500
1
2024-06-17 15:21:39.196387
Good
Yes
Daily
House
871
1,191,712
40
Female
18,061
Married
0
Master's
Unemployed
37.342286
Suburban
Basic
null
9
823
7
2024-02-21 15:21:39.237118
Average
No
Rarely
Apartment
645
1,191,713
52
Female
59,914
Divorced
2
High School
Employed
7.914387
Urban
Comprehensive
2
0
350
9
2020-07-03 15:21:39.237118
Poor
No
Monthly
Apartment
27
1,191,714
62
Male
31,801
Married
4
Bachelor's
Self-Employed
6.453091
Rural
Premium
3
2
null
2
2024-02-21 15:21:39.132191
Poor
No
Rarely
Apartment
2,319
1,191,715
56
Male
23,401
Married
null
PhD
null
17.491608
Suburban
Premium
null
15
657
5
2020-02-26 15:21:39.086123
Poor
Yes
Daily
Condo
871
1,191,716
30
Female
null
Single
0
Master's
null
12.623519
Rural
Comprehensive
1
16
538
8
2020-07-28 15:21:39.122134
Poor
No
Rarely
House
151
1,191,717
45
Male
16,054
Divorced
2
PhD
null
29.381166
Rural
Premium
null
4
841
9
2022-10-02 15:21:39.176717
Good
Yes
Monthly
Condo
567
1,191,718
51
Male
37,203
Married
3
High School
Employed
26.359979
Urban
Comprehensive
null
17
653
1
2021-03-26 15:21:39.122134
null
Yes
Weekly
Apartment
1,616
1,191,719
46
Male
1,605
Married
1
High School
Employed
34.121202
Suburban
Comprehensive
2
6
771
7
2023-06-19 15:21:39.208842
Good
Yes
Rarely
Condo
28
1,191,720
33
Female
12,881
Divorced
2
Master's
Employed
null
Urban
Comprehensive
1
3
773
6
2022-08-10 15:21:39.146733
Average
Yes
Monthly
Apartment
1,284
1,191,721
29
Female
16,062
Divorced
0
Bachelor's
Self-Employed
31.018636
Rural
Basic
2
1
810
5
2023-04-16 15:21:39.236064
Average
Yes
Weekly
House
1,408
1,191,722
26
Male
4,031
Divorced
0
High School
Unemployed
17.916023
Suburban
Comprehensive
1
10
579
6
2024-02-06 15:21:39.274993
Poor
No
Daily
House
4,586
1,191,723
54
Female
41,159
Divorced
0
Bachelor's
Employed
49.938489
Urban
Premium
0
18
699
2
2022-05-09 15:21:39.093681
Poor
Yes
Daily
Apartment
1,616
1,191,724
41
Female
62,909
Single
3
Master's
null
6.928379
Rural
Basic
0
13
null
9
2020-09-24 15:21:39.145732
Average
Yes
Rarely
House
365
1,191,725
33
Female
4,026
Married
2
Bachelor's
Employed
43.936298
Urban
Basic
1
17
702
6
2022-05-26 15:21:39.092127
Poor
No
Daily
House
2,144
1,191,726
58
Female
28,961
Divorced
null
PhD
Employed
21.090696
Urban
Comprehensive
1
9
463
8
2020-04-03 15:21:39.226954
Good
No
Rarely
Condo
1,139
1,191,727
40
Male
26,790
Divorced
0
High School
Self-Employed
19.858109
Rural
Comprehensive
null
19
841
3
2021-04-07 15:21:39.128286
Good
Yes
Daily
Apartment
35
1,191,728
31
Female
20,659
Divorced
null
Bachelor's
Unemployed
19.41798
Rural
Comprehensive
0
5
751
9
2021-03-09 15:21:39.134960
Good
No
Rarely
Condo
1,037
1,191,729
34
Female
126,937
Single
null
Master's
Employed
25.33292
Suburban
Premium
0
14
328
9
2020-09-19 15:21:39.220389
Poor
No
Daily
Condo
479
1,191,730
47
Female
12,076
Divorced
3
Master's
Unemployed
null
Urban
Premium
0
8
null
3
2020-01-14 15:21:39.097737
Poor
Yes
Daily
House
722
1,191,731
24
Female
13,982
Divorced
null
High School
null
19.93637
Rural
Comprehensive
1
5
614
7
2022-09-15 15:21:39.194829
Good
Yes
Monthly
Condo
671
1,191,732
22
Male
null
Married
4
PhD
Self-Employed
35.929174
Urban
Comprehensive
1
2
627
4
2021-12-30 15:21:39.264504
Poor
No
Weekly
Condo
94
1,191,733
41
Female
1,156
Divorced
0
PhD
Employed
37.597076
Rural
Comprehensive
0
5
704
1
2023-06-21 15:21:39.190215
Average
No
Daily
Apartment
2,555
1,191,734
42
Female
61,811
Single
0
Bachelor's
Employed
35.126621
Rural
Comprehensive
1
15
434
1
2023-01-21 15:21:39.149731
Good
No
Weekly
Condo
515
1,191,735
23
Male
49,198
Married
3
Bachelor's
null
33.124072
Rural
Comprehensive
3
12
442
7
2021-10-26 15:21:39.188220
Average
No
Monthly
House
60
1,191,736
47
Male
4,753
Divorced
1
Bachelor's
Self-Employed
27.487923
Suburban
Basic
null
14
624
6
2023-12-21 15:21:39.263607
Poor
No
Rarely
Apartment
2,792
1,191,737
22
Male
2,369
Single
null
PhD
null
44.352889
Suburban
Basic
0
18
330
9
2023-10-22 15:21:39.237118
Average
Yes
Rarely
Condo
552
1,191,738
38
Male
10,039
Married
4
PhD
Self-Employed
27.943716
Suburban
Comprehensive
null
3
506
2
2020-02-23 15:21:39.254678
Average
No
Monthly
Condo
1,762
1,191,739
30
Male
28,069
Divorced
null
Master's
Employed
10.486489
Suburban
Comprehensive
3
6
520
2
2020-12-10 15:21:39.080440
Good
No
Rarely
House
119
1,191,740
47
Female
14,049
Single
0
Bachelor's
Unemployed
16.814103
Urban
Premium
1
10
786
2
2024-01-17 15:21:39.151732
Poor
No
Rarely
Apartment
2,057
1,191,741
53
Male
12,062
Single
4
Master's
Employed
49.827791
Urban
Premium
null
13
459
9
2021-06-24 15:21:39.134960
Average
No
Daily
Apartment
1,059
1,191,742
25
Female
5,544
Married
null
Bachelor's
Employed
22.272398
Rural
Comprehensive
0
5
589
1
2024-07-01 15:21:39.256696
Average
No
Monthly
Apartment
20
1,191,743
62
Female
null
Divorced
0
High School
Self-Employed
30.896946
Rural
Basic
2
10
635
8
2023-01-06 15:21:39.121169
Poor
Yes
Monthly
Condo
101
1,191,744
55
Female
108,971
Married
3
High School
null
15.624388
Rural
Comprehensive
2
12
694
8
2024-02-03 15:21:39.245086
Poor
Yes
Monthly
Apartment
2,445
1,191,745
42
Male
9,086
Single
3
Bachelor's
Employed
26.637986
Rural
Premium
1
18
702
9
2022-09-17 15:21:39.098696
Average
Yes
Weekly
House
1,303
1,191,746
23
Male
25,806
Single
1
PhD
null
22.534368
Rural
Basic
0
15
705
8
2019-12-22 15:21:39.280784
null
Yes
Rarely
House
1,523
1,191,747
36
Male
59,801
Married
1
PhD
Unemployed
7.952738
Urban
Premium
2
0
425
9
2024-07-17 15:21:39.129190
Poor
No
Rarely
Condo
1,404
1,191,748
41
Female
36,255
Married
3
PhD
Self-Employed
22.237902
Urban
Basic
1
18
775
1
2021-06-14 15:21:39.271453
Good
No
Daily
Apartment
1,157
1,191,749
28
Male
2,526
Divorced
1
High School
Unemployed
23.922825
Rural
Basic
0
4
483
7
2024-02-17 15:21:39.198406
Average
No
Rarely
Condo
481
1,191,750
42
Male
115,921
Single
2
High School
Employed
18.795967
Suburban
Comprehensive
4
19
513
5
2021-11-03 15:21:39.229482
Poor
Yes
Daily
Condo
2,872
1,191,751
59
Male
30,497
Divorced
4
PhD
Employed
51.93484
Rural
Premium
0
15
779
1
2022-11-14 15:21:39.109552
Poor
No
Daily
Apartment
723
1,191,752
19
Female
23,094
Married
0
Master's
Employed
21.641138
Urban
Basic
null
16
null
9
2022-04-26 15:21:39.237118
Good
No
Weekly
House
1,516
1,191,753
42
Female
29,003
Single
0
High School
null
null
Rural
Premium
1
6
838
7
2019-12-12 15:21:39.177724
Good
Yes
Monthly
Condo
535
1,191,754
32
Female
57,590
Divorced
4
PhD
Unemployed
23.334729
Rural
Basic
null
2
839
3
2019-12-12 15:21:39.237118
Good
No
Monthly
House
2,076
1,191,755
37
Female
7,074
Divorced
3
High School
null
13.444472
Urban
Comprehensive
2
4
662
2
2021-03-17 15:21:39.084065
Average
Yes
Monthly
Condo
1,101
1,191,756
40
Male
26,981
Married
4
PhD
Unemployed
23.818209
Urban
Basic
1
1
602
3
2021-10-01 15:21:39.121169
Average
Yes
Weekly
Apartment
612
1,191,757
30
Male
35,585
Single
2
Master's
null
29.168052
Suburban
Basic
null
2
811
4
2023-09-22 15:21:39.134960
Poor
No
Rarely
Condo
61
1,191,758
27
Female
3,362
Married
3
PhD
Self-Employed
51.802835
Urban
Premium
null
5
371
5
2019-12-14 15:21:39.221386
Poor
No
Daily
Apartment
807
1,191,759
39
Male
69,883
Single
0
Bachelor's
null
9.316942
Suburban
Premium
1
15
759
6
2019-10-23 15:21:39.154008
Good
No
Monthly
House
74
1,191,760
38
Female
34,271
Single
null
Master's
Employed
15.16457
Urban
Premium
0
6
776
6
2022-08-19 15:21:39.155231
Poor
Yes
Daily
House
684
1,191,761
31
Male
28,650
Married
2
High School
Unemployed
33.897198
Rural
Premium
1
1
506
8
2020-02-24 15:21:39.205850
Average
No
Weekly
Condo
943
1,191,762
54
Female
35,475
Married
3
Bachelor's
Self-Employed
25.888934
Suburban
Premium
1
17
null
3
2019-12-25 15:21:39.286113
Average
No
Rarely
Condo
1,435
1,191,763
27
Male
23,190
Single
3
High School
Self-Employed
35.125929
Urban
Premium
null
15
548
2
2022-10-18 15:21:39.216387
Average
Yes
Monthly
Condo
583
1,191,764
58
Male
5,091
Single
4
Bachelor's
null
13.457974
Urban
Premium
0
19
578
6
2021-03-02 15:21:39.282785
Poor
No
Rarely
Apartment
165
1,191,765
48
Female
617
Divorced
2
PhD
Unemployed
null
Urban
Basic
1
13
805
5
2023-05-02 15:21:39.206847
Good
Yes
Daily
House
944
1,191,766
61
Male
17,984
Single
1
High School
Employed
8.488904
Urban
Basic
1
8
639
5
2022-06-22 15:21:39.263432
Poor
Yes
Weekly
Condo
2,836
1,191,767
49
Female
16,023
Married
3
High School
Employed
8.93637
Rural
Comprehensive
null
19
null
1
2021-03-23 15:21:39.237118
null
Yes
Weekly
Condo
142
1,191,768
48
Male
64,960
Divorced
3
Bachelor's
null
17.569773
Urban
Premium
1
7
434
5
2024-04-21 15:21:39.252145
Average
No
Rarely
House
495
1,191,769
23
Male
4,911
Single
null
PhD
Self-Employed
12.48575
Rural
Basic
null
18
832
4
2023-01-29 15:21:39.247098
Good
Yes
Monthly
House
2,714
1,191,770
49
Female
29,073
Single
4
High School
Self-Employed
34.949715
Urban
Comprehensive
1
10
708
1
2022-05-02 15:21:39.261856
Average
No
Rarely
House
903
1,191,771
54
Male
29,087
Single
0
Master's
Employed
30.674811
Rural
Comprehensive
null
17
652
1
2021-04-25 15:21:39.172097
Good
Yes
Daily
Condo
736
1,191,772
57
Female
16,082
Married
0
Bachelor's
null
20.936593
Rural
Basic
null
14
716
2
2021-08-12 15:21:39.116179
Good
No
Rarely
Apartment
1,423
1,191,773
47
Female
60,849
Single
2
Master's
Employed
9.711648
Suburban
Comprehensive
1
2
422
4
2022-07-03 15:21:39.224915
Good
No
Daily
Apartment
515
1,191,774
63
Female
16,862
Married
0
PhD
Self-Employed
18.182737
Rural
Comprehensive
null
10
441
2
2020-08-27 15:21:39.194829
Average
No
Monthly
Condo
1,731
1,191,775
28
Male
16,094
Single
3
Master's
Unemployed
30.688655
Rural
Basic
0
8
615
4
2023-10-27 15:21:39.237118
Good
No
Daily
House
1,021
1,191,776
40
Female
32,378
Divorced
1
Master's
Unemployed
34.737971
Suburban
Premium
null
0
543
2
2019-12-30 15:21:39.084065
Good
Yes
Rarely
House
705
1,191,777
64
Female
40,861
Single
4
Master's
Self-Employed
31.126469
Rural
Premium
1
12
null
7
2020-01-06 15:21:39.244069
Poor
Yes
Rarely
Condo
1,067
1,191,778
26
Male
17,802
Divorced
2
PhD
Employed
44.966556
Rural
Comprehensive
null
5
813
8
2020-10-30 15:21:39.221386
Poor
Yes
Monthly
Apartment
632
1,191,779
18
Female
13,179
Married
2
High School
Employed
25.539709
Suburban
Comprehensive
0
3
695
7
2021-11-25 15:21:39.286113
Poor
No
Daily
Condo
83
1,191,780
38
Male
16,891
Single
3
Master's
Employed
24.393634
Suburban
Basic
1
5
821
8
2020-08-21 15:21:39.192212
Average
No
Monthly
Condo
1,186
1,191,781
47
Male
29,096
Divorced
0
Bachelor's
Employed
22.64407
Urban
Basic
3
4
639
6
2020-02-26 15:21:39.097737
Poor
Yes
Daily
House
1,183
1,191,782
null
Female
83,917
Divorced
4
Bachelor's
Employed
21.836632
Urban
Comprehensive
null
3
382
5
2023-10-26 15:21:39.144722
Poor
Yes
Daily
Apartment
1,072
1,191,783
38
Female
4,263
Divorced
4
PhD
Self-Employed
31.964197
Suburban
Premium
0
10
478
5
2023-07-31 15:21:39.173834
Poor
Yes
Weekly
Condo
3,262
1,191,784
25
Male
38,090
Single
3
PhD
Unemployed
16.471279
Urban
Comprehensive
null
9
771
5
2022-08-21 15:21:39.084065
Good
No
Weekly
Condo
1,564
1,191,785
62
Male
38,969
Divorced
4
PhD
Employed
34.722101
Urban
Comprehensive
0
12
602
5
2022-10-07 15:21:39.134960
Average
Yes
Monthly
House
2,037
1,191,786
37
Female
12,063
Married
3
Master's
Unemployed
27.162869
Rural
Comprehensive
null
0
785
4
2022-11-29 15:21:39.237118
Good
Yes
Rarely
House
661
1,191,787
55
Male
27,062
Married
null
Bachelor's
null
26.205855
Urban
Premium
2
1
537
8
2020-05-03 15:21:39.133866
Good
Yes
Weekly
House
773
1,191,788
null
Male
81,634
Single
4
Master's
Self-Employed
22.33449
Rural
Premium
null
16
791
8
2023-11-16 15:21:39.170099
Average
Yes
Daily
Condo
3,841
1,191,789
54
Female
17,186
Single
2
High School
Employed
null
Suburban
Premium
null
13
798
7
2023-11-06 15:21:39.237118
Good
No
Weekly
Apartment
1,718
1,191,790
50
Male
25,168
Single
1
Master's
Unemployed
24.858367
Suburban
Basic
1
1
745
6
2021-09-19 15:21:39.093681
Good
Yes
Rarely
House
454
1,191,791
49
Female
20,695
Divorced
1
Bachelor's
Unemployed
10.89698
Suburban
Premium
0
19
647
8
2022-04-24 15:21:39.281787
Poor
No
Daily
House
1,842
1,191,792
24
Male
5,818
Single
2
Bachelor's
null
29.567298
Suburban
Basic
null
11
835
6
2023-06-15 15:21:39.256696
Poor
No
Monthly
Condo
673
1,191,793
42
Female
38,123
Divorced
4
Bachelor's
null
3.481312
Suburban
Comprehensive
null
15
null
9
2023-05-13 15:21:39.206847
Good
No
Rarely
House
2,702
1,191,794
59
Male
50,879
Married
null
High School
Employed
12.787599
Urban
Comprehensive
2
8
697
9
2021-11-28 15:21:39.236064
Average
Yes
Monthly
House
20
1,191,795
35
Male
44,551
Married
4
Master's
Employed
13.743806
Suburban
Comprehensive
null
4
638
8
2023-09-26 15:21:39.083497
Poor
No
Weekly
House
546
1,191,796
54
Female
29,091
Divorced
2
Bachelor's
null
8.793371
Rural
Comprehensive
0
11
469
1
2020-05-25 15:21:39.092127
Average
Yes
Monthly
Apartment
496
1,191,797
20
Female
5,236
Divorced
1
Master's
Employed
20.068385
Rural
Basic
0
17
437
9
2020-07-16 15:21:39.130190
Average
Yes
Monthly
House
1,201
1,191,798
52
Male
46,232
Divorced
2
Bachelor's
Employed
29.733569
Urban
Comprehensive
1
4
545
3
2024-07-23 15:21:39.079128
null
No
Weekly
Apartment
2,790
1,191,799
20
Male
20,894
Divorced
2
Master's
Unemployed
8.913393
Rural
Basic
null
0
637
3
2021-11-19 15:21:39.095696
Good
Yes
Monthly
House
1,294