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
1,195,700
49
Female
1,349
Divorced
1
Master's
Unemployed
27.904124
Suburban
Premium
2
15
null
4
2021-03-30 15:21:39.144722
Poor
No
Daily
House
675
1,195,701
58
Male
103,021
Married
2
PhD
Self-Employed
21.854106
Urban
Comprehensive
2
14
563
7
2021-07-22 15:21:39.191219
null
No
Weekly
Apartment
907
1,195,702
27
Female
30,286
Married
3
Bachelor's
null
13.002546
Rural
Comprehensive
null
19
569
5
2020-11-20 15:21:39.182597
Poor
No
Monthly
Apartment
1,290
1,195,703
62
Male
32,349
Single
null
Bachelor's
Employed
16.333872
Urban
Comprehensive
0
8
840
8
2023-04-10 15:21:39.147735
Average
Yes
Rarely
Condo
62
1,195,704
41
Male
29,207
Single
null
Master's
Employed
22.083658
Suburban
Premium
1
15
520
9
2022-10-06 15:21:39.237118
Good
Yes
Rarely
Condo
1,263
1,195,705
52
Female
5,729
Single
3
PhD
Unemployed
19.048549
Suburban
Basic
1
4
764
3
2020-08-02 15:21:39.281787
null
No
Monthly
Apartment
150
1,195,706
54
Female
17,097
Single
3
Master's
Unemployed
27.123845
Rural
Basic
0
16
751
4
2022-02-16 15:21:39.279729
Good
No
Weekly
House
1,673
1,195,707
64
Male
39,092
Married
3
Master's
null
16.796533
Rural
Basic
null
14
766
8
2022-07-02 15:21:39.237118
Average
No
Weekly
Condo
1,844
1,195,708
45
Male
23,757
Divorced
1
PhD
null
17.937224
Suburban
Comprehensive
0
10
677
1
2021-10-09 15:21:39.134960
Poor
No
Monthly
Apartment
940
1,195,709
46
Female
17,091
Divorced
0
High School
Unemployed
39.503369
Rural
Basic
2
18
762
3
2022-04-13 15:21:39.280784
Good
No
Daily
Condo
2,222
1,195,710
28
Male
20,410
null
2
Master's
Self-Employed
21.868297
Suburban
Comprehensive
0
11
304
6
2024-07-16 15:21:39.260856
Poor
Yes
Rarely
Apartment
796
1,195,711
44
Male
45,972
Married
1
High School
Self-Employed
31.451563
Urban
Comprehensive
1
9
548
1
2022-02-22 15:21:39.237118
Good
Yes
Rarely
Apartment
1,269
1,195,712
34
Male
19,997
Single
null
Master's
Self-Employed
34.075633
Suburban
Basic
2
10
787
3
2021-12-05 15:21:39.095696
Poor
No
Daily
House
531
1,195,713
61
Female
40,717
Single
1
Master's
null
7.814121
Urban
Premium
2
15
704
8
2020-04-19 15:21:39.255696
Good
No
Daily
Apartment
2,497
1,195,714
null
Male
20,262
Divorced
3
Bachelor's
null
21.819338
Rural
Premium
null
16
444
6
2022-06-15 15:21:39.191219
Poor
No
Monthly
Condo
1,067
1,195,715
28
Female
18,368
Married
4
High School
null
40.959603
Suburban
Basic
1
11
483
2
2019-12-14 15:21:39.252145
Poor
No
Monthly
Apartment
1,213
1,195,716
51
Male
15,139
Married
4
PhD
null
25.398827
Rural
Basic
0
18
568
9
2021-03-27 15:21:39.130190
Good
No
Monthly
Condo
1,605
1,195,717
39
Female
72,958
Single
3
Master's
Unemployed
36.537976
Rural
Basic
1
14
null
9
2020-07-20 15:21:39.278402
Poor
No
Daily
Condo
387
1,195,718
34
Female
45,936
Divorced
4
Master's
null
15.898664
Urban
Comprehensive
null
3
453
9
2024-06-06 15:21:39.265513
Good
Yes
Rarely
Condo
805
1,195,719
23
Female
21,595
Married
1
Master's
Employed
35.033836
Suburban
Comprehensive
2
17
813
7
2023-11-27 15:21:39.276388
Good
No
Monthly
Condo
768
1,195,720
62
Female
43,825
Married
4
Master's
Employed
31.35804
Rural
Premium
null
1
796
3
2020-10-28 15:21:39.194829
Poor
Yes
Monthly
Condo
2,197
1,195,721
45
Male
55,475
Divorced
3
High School
Unemployed
7.592239
Rural
Comprehensive
null
9
null
8
2024-02-04 15:21:39.180553
Average
No
Weekly
House
362
1,195,722
52
Male
64,460
Single
1
PhD
null
34.129546
Urban
Comprehensive
null
7
353
3
2021-05-24 15:21:39.218388
Poor
No
Rarely
Apartment
1,090
1,195,723
50
Female
53,581
Single
2
Master's
Self-Employed
30.12493
Rural
Premium
null
9
746
3
2024-04-01 15:21:39.182597
Good
Yes
Weekly
Apartment
243
1,195,724
26
Female
30,962
Single
4
Master's
Self-Employed
31.898685
Rural
Basic
null
14
849
3
2021-08-21 15:21:39.155231
Average
Yes
Daily
Condo
846
1,195,725
43
Male
19,318
Single
1
PhD
Employed
19.419828
Suburban
Basic
null
9
758
9
2021-10-12 15:21:39.178717
Good
No
Monthly
House
1,040
1,195,726
34
Male
26,593
Married
1
PhD
Self-Employed
22.135966
Rural
Comprehensive
null
12
777
2
2021-09-03 15:21:39.192212
Good
No
Daily
Apartment
1,358
1,195,727
43
Male
54,486
Single
0
High School
Employed
15.727645
Urban
Basic
null
12
459
5
2022-11-08 15:21:39.237118
Good
No
Weekly
Condo
2,797
1,195,728
40
Male
2,658
Divorced
3
Bachelor's
null
49.795212
Rural
Basic
3
12
670
3
2020-04-30 15:21:39.257696
Good
No
Monthly
Apartment
569
1,195,729
24
Female
92,262
Married
0
Bachelor's
null
null
Urban
Comprehensive
0
2
588
8
2024-06-02 15:21:39.194829
null
Yes
Monthly
Condo
929
1,195,730
26
Female
143,488
Single
2
Bachelor's
Unemployed
19.174425
Urban
Comprehensive
null
7
334
4
2023-08-26 15:21:39.126661
Average
Yes
Weekly
Condo
2,211
1,195,731
20
Male
14,939
Married
1
Master's
Unemployed
21.882736
Suburban
Comprehensive
1
14
702
1
2022-06-09 15:21:39.237118
Average
No
Rarely
Apartment
2,431
1,195,732
54
Male
13,963
Married
0
High School
null
null
Urban
Basic
null
6
573
5
2021-03-31 15:21:39.134960
Average
No
Rarely
Apartment
860
1,195,733
57
Male
32,245
Married
2
High School
Self-Employed
10.566257
Rural
Comprehensive
1
6
816
7
2023-12-03 15:21:39.274993
Good
No
Monthly
House
269
1,195,734
61
Female
12,063
Married
3
High School
Employed
7.827575
Rural
Basic
1
14
null
4
2022-08-18 15:21:39.237118
Poor
Yes
Rarely
House
533
1,195,735
33
Female
29,708
Married
4
High School
Self-Employed
33.826596
Rural
Premium
null
3
585
9
2021-11-16 15:21:39.226954
Poor
No
Rarely
House
1,529
1,195,736
20
Female
18,097
Divorced
1
High School
Self-Employed
29.988301
Suburban
Premium
null
16
738
1
2019-10-11 15:21:39.217387
Good
No
Daily
Apartment
1,609
1,195,737
64
Male
23,982
Divorced
0
High School
Employed
36.269577
Suburban
Basic
1
2
799
6
2022-04-13 15:21:39.155231
Poor
No
Daily
Apartment
830
1,195,738
53
Male
62,782
Divorced
3
Bachelor's
Unemployed
20.867458
Suburban
Basic
2
6
766
3
2023-07-26 15:21:39.091080
Average
No
Weekly
House
2,675
1,195,739
26
Male
3,859
Single
2
PhD
Employed
26.716052
Rural
Basic
0
10
703
1
2021-04-09 15:21:39.223901
Good
Yes
Weekly
House
2,667
1,195,740
42
Male
92,749
Divorced
2
PhD
Employed
20.188091
Rural
Premium
0
4
389
9
2021-09-19 15:21:39.090124
Good
No
Weekly
House
1,759
1,195,741
25
Male
18,262
Divorced
3
High School
Employed
13.141725
Rural
Comprehensive
0
14
361
5
2022-05-28 15:21:39.215386
Average
Yes
Monthly
House
1,010
1,195,742
34
Male
3,905
Divorced
4
Bachelor's
Unemployed
null
Suburban
Premium
1
18
366
8
2022-07-29 15:21:39.166062
null
No
Weekly
Apartment
706
1,195,743
35
Male
16,892
Married
1
Master's
Unemployed
29.834682
Rural
Premium
0
9
579
4
2024-03-24 15:21:39.175719
Poor
Yes
Rarely
Condo
1,111
1,195,744
35
Female
41,409
Single
4
Bachelor's
Unemployed
18.782976
Urban
Premium
3
19
771
2
2024-07-28 15:21:39.094752
Poor
No
Weekly
Condo
560
1,195,745
33
Female
29,292
Married
null
Master's
Unemployed
18.822345
Suburban
Premium
0
19
504
9
2023-06-05 15:21:39.223901
Good
Yes
Monthly
Apartment
157
1,195,746
34
Male
15,641
Divorced
4
High School
null
34.334948
Rural
Comprehensive
1
6
null
1
2022-08-17 15:21:39.155231
Poor
No
Daily
Condo
537
1,195,747
21
Male
29,861
Divorced
2
Bachelor's
Self-Employed
21.947392
Suburban
Comprehensive
null
10
null
4
2021-08-24 15:21:39.099739
Poor
No
Daily
Apartment
1,035
1,195,748
20
Male
18,063
Single
3
PhD
null
31.673875
Urban
Comprehensive
0
8
838
3
2024-06-13 15:21:39.168099
Good
Yes
Daily
Apartment
552
1,195,749
34
Female
3,546
Married
4
High School
Self-Employed
21.957212
Rural
Basic
0
2
711
5
2019-11-05 15:21:39.147735
Poor
Yes
Rarely
House
461
1,195,750
27
Male
17,086
Divorced
0
Bachelor's
Self-Employed
19.737747
Suburban
Basic
1
17
null
3
2021-12-04 15:21:39.223901
Poor
Yes
Rarely
House
1,611
1,195,751
38
Male
3,575
Divorced
1
Master's
Unemployed
33.565526
Urban
Premium
null
14
324
4
2023-01-14 15:21:39.254678
Average
Yes
Rarely
Apartment
928
1,195,752
40
Male
28,300
Married
0
PhD
Employed
47.592385
Urban
Premium
2
7
668
5
2022-08-28 15:21:39.221386
Good
Yes
Weekly
House
1,174
1,195,753
62
Male
6,961
Divorced
0
High School
null
null
Urban
Basic
null
17
null
7
2023-06-26 15:21:39.081504
Poor
Yes
Weekly
Condo
1,560
1,195,754
23
Female
28,450
Single
4
PhD
Employed
16.585788
Urban
Basic
0
8
null
4
2021-08-17 15:21:39.120168
Good
Yes
Weekly
Condo
742
1,195,755
41
Male
515
Single
0
Master's
Self-Employed
null
Urban
Basic
null
15
678
6
2023-02-03 15:21:39.174719
Average
No
Daily
Apartment
739
1,195,756
34
Male
11,020
Divorced
4
PhD
Unemployed
39.879313
Rural
Basic
null
7
847
6
2022-03-02 15:21:39.134960
Good
Yes
Weekly
House
2,838
1,195,757
56
Female
18,341
Married
2
Master's
Unemployed
30.959662
Suburban
Comprehensive
2
3
311
8
2019-11-13 15:21:39.255696
Poor
No
Monthly
Condo
586
1,195,758
27
Male
5,877
Married
null
Bachelor's
Employed
47.923802
Rural
Premium
null
4
713
4
2019-09-03 15:21:39.237118
Good
No
Daily
Condo
609
1,195,759
49
Female
3,908
Divorced
2
Master's
null
40.558318
Suburban
Premium
0
11
543
7
2022-04-07 15:21:39.130190
null
No
Rarely
Apartment
3,627
1,195,760
20
Female
35,178
Divorced
4
High School
null
38.937418
Suburban
Basic
0
0
554
2
2022-12-09 15:21:39.079128
Average
No
Daily
Apartment
101
1,195,761
29
Female
62,794
Single
0
Bachelor's
Unemployed
26.837854
Suburban
Premium
0
18
511
1
2020-04-21 15:21:39.155231
Average
No
Rarely
Condo
374
1,195,762
25
Male
122,978
Divorced
4
PhD
Self-Employed
19.178049
Rural
Basic
2
15
688
9
2022-04-24 15:21:39.237118
Average
Yes
Monthly
Apartment
1,841
1,195,763
null
Female
43,898
Divorced
null
Master's
null
null
Suburban
Comprehensive
null
4
607
2
2022-03-09 15:21:39.123711
Poor
Yes
Weekly
Condo
1,675
1,195,764
55
Male
27,696
Married
2
High School
Self-Employed
13.726214
Urban
Premium
2
5
477
3
2021-08-19 15:21:39.108562
Average
No
Rarely
Condo
3,361
1,195,765
19
Female
28,198
Divorced
4
PhD
Employed
52.163463
Urban
Premium
0
7
767
9
2024-06-13 15:21:39.155231
Poor
Yes
Weekly
Condo
733
1,195,766
40
Female
39,054
Married
4
PhD
null
10.131088
Rural
Premium
1
18
759
3
2022-02-05 15:21:39.134960
Average
Yes
Monthly
Apartment
587
1,195,767
null
Male
12,571
Married
null
High School
null
42.724293
Suburban
Basic
1
17
451
9
2021-10-21 15:21:39.279729
Good
No
Daily
House
398
1,195,768
40
Male
73,356
Divorced
2
Master's
Unemployed
20.49454
Rural
Basic
1
16
307
8
2022-08-23 15:21:39.126661
Poor
Yes
Rarely
House
1,191
1,195,769
43
Female
5,857
Married
4
Master's
Employed
24.813707
Rural
Basic
null
9
564
2
2020-12-10 15:21:39.177724
Poor
Yes
Weekly
Condo
658
1,195,770
48
Male
73,889
Married
3
Bachelor's
null
null
Rural
Comprehensive
null
0
731
4
2019-09-01 15:21:39.269494
null
Yes
Rarely
Condo
607
1,195,771
25
Female
29,120
Divorced
0
High School
Unemployed
32.836972
Suburban
Premium
null
18
621
9
2021-05-06 15:21:39.247098
Average
No
Monthly
Condo
588
1,195,772
35
Female
26,965
Married
1
High School
Employed
19.912413
Urban
Premium
0
4
767
3
2024-03-15 15:21:39.155231
Average
Yes
Daily
House
495
1,195,773
39
Male
51,652
Divorced
1
PhD
Self-Employed
19.934223
Rural
Basic
3
3
600
9
2024-03-15 15:21:39.271453
Average
No
Rarely
Condo
3,363
1,195,774
43
Male
35
Single
3
Master's
null
null
Urban
Premium
1
9
591
8
2024-03-18 15:21:39.237118
Good
Yes
Rarely
Apartment
893
1,195,775
32
Male
11,291
Single
4
Master's
Employed
17.597036
Suburban
Basic
1
10
683
2
2024-02-15 15:21:39.237118
null
No
Daily
Apartment
1,439
1,195,776
19
Male
3,622
Single
3
High School
Unemployed
33.723752
Urban
Comprehensive
4
1
382
7
2019-12-27 15:21:39.126661
Good
No
Monthly
Condo
45
1,195,777
63
Female
47,200
Divorced
3
PhD
Employed
9.262669
Suburban
Comprehensive
2
16
821
8
2020-05-17 15:21:39.253660
Good
Yes
Rarely
House
2,213
1,195,778
46
Female
10,094
Married
4
Bachelor's
Employed
26.782618
Urban
Premium
0
6
312
1
2023-12-30 15:21:39.246098
Good
No
Daily
Apartment
835
1,195,779
52
Male
96,798
Single
3
High School
Employed
50.187741
Urban
Premium
2
0
821
6
2021-08-09 15:21:39.237118
Poor
Yes
Monthly
Condo
102
1,195,780
54
Male
6,965
Divorced
1
High School
Employed
24.186686
Urban
Basic
0
13
517
6
2021-06-13 15:21:39.231531
Good
Yes
Rarely
Apartment
467
1,195,781
44
Female
18,693
Married
3
Master's
Unemployed
27.977381
Suburban
Premium
null
17
804
5
2022-09-04 15:21:39.224915
Average
No
Daily
Apartment
524
1,195,782
35
Male
99,701
Married
3
PhD
null
15.933716
Rural
Basic
1
8
458
6
2023-02-26 15:21:39.133866
Poor
No
Rarely
Condo
1,223
1,195,783
27
Male
40,753
Single
1
Master's
Unemployed
23.073987
Rural
Premium
1
8
831
3
2020-02-07 15:21:39.228521
Average
No
Rarely
Apartment
454
1,195,784
52
Female
39,122
Single
4
Master's
Employed
24.386673
Urban
Comprehensive
0
18
639
3
2019-10-16 15:21:39.287115
Poor
Yes
Daily
House
1,136
1,195,785
60
Male
44,949
Single
4
Bachelor's
Self-Employed
41.188862
Suburban
Basic
1
11
839
6
2024-07-15 15:21:39.288099
Good
Yes
Weekly
House
1,115
1,195,786
29
Male
5,820
Single
2
Master's
Self-Employed
45.847807
Suburban
Basic
2
3
696
6
2024-07-07 15:21:39.122134
Average
No
Monthly
Apartment
1,089
1,195,787
40
Male
42,385
Divorced
1
PhD
Unemployed
22.611807
Rural
Comprehensive
2
7
843
5
2024-06-10 15:21:39.231531
Poor
Yes
Daily
Condo
740
1,195,788
35
Male
674
Divorced
0
Master's
null
22.788373
Suburban
Premium
0
17
437
4
2021-09-28 15:21:39.281787
Good
Yes
Rarely
Apartment
468
1,195,789
63
Male
26,142
Divorced
4
Bachelor's
null
26.751823
Rural
Premium
2
13
742
6
2023-06-18 15:21:39.237118
Poor
Yes
Weekly
Apartment
718
1,195,790
29
Female
70,884
Single
2
High School
Unemployed
null
Suburban
Premium
1
16
415
4
2024-01-25 15:21:39.155231
Average
Yes
Daily
Apartment
1,259
1,195,791
33
Female
43,913
Single
0
Bachelor's
Employed
13.491687
Suburban
Basic
null
10
509
9
2022-06-22 15:21:39.263607
Good
Yes
Monthly
Condo
709
1,195,792
53
Male
5,354
Divorced
3
PhD
Self-Employed
32.719385
Urban
Basic
null
3
514
7
2024-06-15 15:21:39.172097
Average
No
Monthly
House
1,405
1,195,793
24
Female
92,341
Divorced
4
PhD
Unemployed
15.812609
Urban
Comprehensive
0
10
652
7
2023-07-18 15:21:39.237118
Poor
Yes
Monthly
Apartment
318
1,195,794
22
Female
43,435
Single
1
Master's
Unemployed
38.629516
Urban
Basic
2
16
651
2
2022-08-01 15:21:39.289099
Good
No
Daily
Apartment
813
1,195,795
24
Male
35,625
Divorced
1
PhD
Employed
20.448973
Rural
Premium
null
12
656
6
2021-03-31 15:21:39.134960
Poor
No
Weekly
Condo
1,556
1,195,796
41
Male
65,975
Divorced
2
PhD
Self-Employed
null
Rural
Basic
2
7
431
2
2020-03-03 15:21:39.191219
Average
Yes
Monthly
Condo
602
1,195,797
33
Female
12,984
Single
0
Master's
Unemployed
28.48242
Rural
Comprehensive
1
1
844
4
2023-04-03 15:21:39.186212
Good
No
Monthly
Condo
1,323
1,195,798
47
Male
10,122
Divorced
3
Master's
Unemployed
47.040839
Suburban
Basic
1
9
639
2
2020-09-15 15:21:39.205850
Poor
No
Weekly
House
1,015
1,195,799
51
Female
86,685
Single
0
PhD
Employed
22.184711
Rural
Basic
3
13
842
2
2019-09-23 15:21:39.088124
null
Yes
Daily
House
2,745