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
1,195,800
51
Female
1,585
Divorced
0
PhD
Employed
7.770979
Urban
Comprehensive
1
18
403
2
2021-03-13 15:21:39.155231
Good
Yes
Weekly
Apartment
2,184
1,195,801
25
Male
47,839
Divorced
null
Master's
null
21.287822
Rural
Comprehensive
0
9
442
2
2019-09-29 15:21:39.248098
Poor
No
Monthly
Apartment
1,211
1,195,802
59
Female
30,228
Married
0
Bachelor's
Self-Employed
46.070075
Urban
Comprehensive
null
3
744
6
2021-10-22 15:21:39.181605
Good
No
Rarely
Condo
439
1,195,803
27
Female
4,286
Divorced
1
Master's
null
19.83848
Urban
Premium
null
9
711
3
2022-08-18 15:21:39.261856
Average
No
Weekly
Condo
3,942
1,195,804
46
Female
47,833
Married
0
PhD
Self-Employed
21.6117
Rural
Premium
null
19
307
7
2021-01-06 15:21:39.173834
Average
Yes
Daily
Condo
752
1,195,805
30
Male
6,832
Single
4
PhD
null
16.419775
Suburban
Basic
2
7
510
1
2020-06-07 15:21:39.155231
Average
No
Daily
House
586
1,195,806
36
Male
1,322
Divorced
null
High School
null
null
Urban
Basic
null
12
793
6
2024-03-19 15:21:39.125660
Poor
Yes
Monthly
House
909
1,195,807
51
Female
27,748
Single
4
Master's
null
10.664456
Suburban
Premium
1
9
621
2
2022-12-18 15:21:39.105504
null
Yes
Monthly
Condo
1,912
1,195,808
51
Female
35,725
Married
1
Master's
null
36.446729
Rural
Premium
null
9
534
7
2020-08-11 15:21:39.148733
Poor
Yes
Weekly
House
2,347
1,195,809
42
Male
22,251
Single
3
Master's
null
39.997441
Urban
Premium
null
0
334
9
2021-08-16 15:21:39.247098
Good
Yes
Daily
House
1,254
1,195,810
31
Female
14,787
Married
4
High School
Employed
41.633324
Suburban
Comprehensive
null
7
690
8
2021-11-13 15:21:39.237118
Good
Yes
Rarely
Apartment
261
1,195,811
60
Male
25,573
Divorced
4
Master's
null
3.48922
Rural
Comprehensive
1
15
391
2
2020-04-21 15:21:39.172097
Good
No
Daily
Condo
29
1,195,812
43
Female
6,091
Married
4
PhD
Employed
15.95815
Urban
Basic
1
2
658
9
2020-09-16 15:21:39.096739
Average
Yes
Weekly
House
49
1,195,813
33
Female
6,065
Single
1
Master's
null
29.383875
Suburban
Premium
2
10
689
7
2023-03-01 15:21:39.231531
Poor
Yes
Weekly
House
2,541
1,195,814
55
Male
null
Divorced
2
PhD
null
null
Rural
Comprehensive
null
16
431
3
2023-01-21 15:21:39.204790
Average
No
Monthly
Apartment
461
1,195,815
36
Female
12,061
Divorced
2
PhD
null
null
Rural
Premium
1
3
437
9
2020-07-20 15:21:39.172097
Average
No
Daily
Condo
827
1,195,816
29
Female
55,825
Married
0
High School
null
30.788803
Suburban
Comprehensive
0
0
577
9
2023-02-14 15:21:39.107553
Poor
Yes
Monthly
House
100
1,195,817
32
Female
null
Single
3
Master's
Self-Employed
10.82251
Suburban
Premium
0
12
322
7
2020-12-21 15:21:39.082499
Poor
Yes
Monthly
Apartment
1,217
1,195,818
42
Female
null
Married
0
PhD
Self-Employed
23.146434
Suburban
Basic
3
10
null
5
2020-06-06 15:21:39.167099
Average
Yes
Daily
Apartment
24
1,195,819
57
Male
43,882
Divorced
3
High School
Self-Employed
6.595822
Suburban
Premium
2
9
830
9
2024-07-05 15:21:39.288099
Good
Yes
Monthly
Apartment
453
1,195,820
52
Female
42,734
Divorced
4
High School
Employed
5.70162
Rural
Comprehensive
1
6
680
3
2019-11-28 15:21:39.249100
Poor
Yes
Weekly
Apartment
1,710
1,195,821
39
Female
23,988
Single
1
High School
Self-Employed
14.132788
Urban
Basic
null
1
530
3
2021-09-20 15:21:39.289099
Poor
Yes
Daily
Apartment
300
1,195,822
47
Female
41,547
Married
0
Bachelor's
null
46.060047
Urban
Premium
0
15
778
9
2019-12-22 15:21:39.108562
Average
Yes
Weekly
Apartment
1,379
1,195,823
29
Male
20,372
Divorced
3
Bachelor's
Unemployed
null
Urban
Premium
1
1
653
4
2021-09-03 15:21:39.182597
Poor
No
Rarely
Condo
1,564
1,195,824
36
Male
30,224
Single
2
High School
Employed
15.443785
Urban
Comprehensive
null
4
null
3
2023-02-15 15:21:39.192212
Poor
Yes
Daily
Condo
1,489
1,195,825
51
Male
48,164
Married
3
High School
null
17.766558
Suburban
Premium
null
5
327
4
2024-05-15 15:21:39.085129
Good
No
Monthly
Condo
819
1,195,826
39
Male
71,759
Married
2
High School
Self-Employed
14.588418
Suburban
Comprehensive
1
19
585
9
2019-10-13 15:21:39.149731
Poor
Yes
Rarely
Apartment
3,363
1,195,827
50
Male
59,095
null
1
High School
Self-Employed
27.0388
Rural
Premium
null
7
366
4
2024-05-13 15:21:39.155231
Poor
Yes
Rarely
House
362
1,195,828
23
Female
4,776
Divorced
2
Bachelor's
Self-Employed
12.804475
Suburban
Basic
1
6
362
8
2023-06-19 15:21:39.154008
null
No
Daily
Apartment
3,086
1,195,829
35
Male
10,098
Divorced
3
Master's
Employed
14.456724
Suburban
Basic
0
13
685
4
2024-01-27 15:21:39.289099
Poor
No
Weekly
Condo
1,324
1,195,830
52
Female
2,654
Married
4
PhD
Unemployed
19.582358
Rural
Comprehensive
2
3
759
6
2020-05-29 15:21:39.289099
null
Yes
Daily
House
890
1,195,831
43
Female
633
Divorced
null
PhD
Unemployed
27.664891
Urban
Basic
null
14
565
4
2022-08-21 15:21:39.098696
Poor
Yes
Daily
Condo
38
1,195,832
37
Female
55,730
Divorced
4
Bachelor's
Employed
null
Suburban
Premium
3
12
null
2
2024-08-14 15:21:39.115178
Good
No
Daily
Apartment
684
1,195,833
47
Female
133,840
Divorced
4
Master's
null
34.734848
Urban
Comprehensive
0
8
434
3
2023-11-10 15:21:39.278402
Poor
Yes
Weekly
Condo
1,056
1,195,834
64
Male
27,755
Single
1
Master's
null
17.173813
Rural
Comprehensive
0
13
791
5
2023-10-21 15:21:39.175719
Good
Yes
Monthly
Condo
1,559
1,195,835
60
Female
5,875
Single
2
PhD
null
27.010793
Urban
Basic
0
4
832
9
2021-02-07 15:21:39.111551
Good
Yes
Weekly
House
657
1,195,836
61
Female
6,916
Married
0
PhD
Unemployed
41.947181
Suburban
Basic
0
13
787
7
2022-09-18 15:21:39.170099
Poor
No
Monthly
Apartment
1,307
1,195,837
25
Female
122,386
Married
0
High School
Self-Employed
24.923552
Urban
Comprehensive
1
14
358
6
2022-06-29 15:21:39.274993
Poor
No
Monthly
House
1,603
1,195,838
28
Female
5,057
Divorced
2
High School
Unemployed
38.845316
Suburban
Premium
null
7
null
5
2021-06-17 15:21:39.225916
Good
Yes
Daily
House
766
1,195,839
53
Male
45,933
Single
3
Bachelor's
Employed
45.188053
Rural
Premium
2
17
584
9
2022-08-06 15:21:39.147735
null
No
Rarely
Condo
1,383
1,195,840
23
Male
93,681
null
null
Bachelor's
Employed
null
Rural
Basic
1
8
749
9
2020-05-15 15:21:39.132191
Good
No
Rarely
House
3,040
1,195,841
58
Female
29,708
Married
3
Master's
Self-Employed
18.918649
Suburban
Comprehensive
3
17
612
3
2023-06-26 15:21:39.237118
Average
No
Weekly
Condo
1,467
1,195,842
48
Male
6,971
Single
null
Master's
Unemployed
24.472055
Urban
Basic
null
11
693
7
2023-05-16 15:21:39.134960
Poor
Yes
Monthly
House
2,131
1,195,843
62
Female
null
Single
2
High School
Unemployed
12.271028
Suburban
Comprehensive
null
2
402
9
2024-04-13 15:21:39.167099
Average
Yes
Rarely
Apartment
689
1,195,844
62
Male
28,293
Divorced
2
Bachelor's
null
11.517465
Suburban
Premium
null
18
615
7
2020-06-27 15:21:39.270454
Average
Yes
Weekly
Condo
774
1,195,845
25
Female
28,131
Married
0
Bachelor's
Unemployed
33.289699
Rural
Premium
1
10
781
5
2023-07-21 15:21:39.202448
Poor
No
Rarely
Condo
351
1,195,846
47
Male
685
Divorced
2
PhD
Employed
38.939273
Urban
Premium
0
16
608
4
2021-03-23 15:21:39.250151
Average
Yes
Monthly
Apartment
104
1,195,847
28
Male
35,786
Single
0
Bachelor's
null
43.017529
Urban
Basic
1
16
null
4
2020-01-22 15:21:39.237118
Poor
Yes
Monthly
House
1,225
1,195,848
63
Female
623
Married
3
High School
Unemployed
16.617434
Rural
Basic
1
15
454
4
2019-09-16 15:21:39.089116
Average
No
Daily
House
917
1,195,849
63
Male
35,008
Divorced
1
High School
Unemployed
15.983897
Suburban
Comprehensive
0
15
370
9
2020-09-30 15:21:39.120168
Good
Yes
Monthly
House
1,067
1,195,850
64
Male
2,098
Single
2
Bachelor's
Employed
30.913769
Urban
Premium
null
4
425
2
2023-04-13 15:21:39.096739
Average
Yes
Monthly
Apartment
226
1,195,851
59
Male
13,062
Single
null
Master's
Unemployed
21.813662
Urban
Premium
2
10
465
7
2022-01-17 15:21:39.143708
Average
Yes
Monthly
House
1,366
1,195,852
53
Female
1,807
Married
2
PhD
Unemployed
15.737853
Rural
Basic
null
11
459
2
2021-01-29 15:21:39.119168
Poor
Yes
Weekly
Condo
1,497
1,195,853
52
Male
491
Divorced
3
Bachelor's
Unemployed
30.684763
Urban
Basic
0
17
473
6
2021-08-20 15:21:39.279729
Poor
No
Rarely
House
1,836
1,195,854
42
Male
29,069
Married
null
PhD
null
26.71547
Urban
Premium
1
12
830
4
2022-04-05 15:21:39.087123
Average
No
Daily
Condo
3,417
1,195,855
23
Male
36,982
Divorced
1
Bachelor's
null
36.027569
Rural
Premium
1
7
null
8
2022-08-06 15:21:39.237118
null
Yes
Weekly
Condo
698
1,195,856
42
Female
3,354
Divorced
2
Master's
Unemployed
38.099368
Suburban
Comprehensive
null
1
490
2
2023-04-06 15:21:39.115178
Good
Yes
Weekly
Apartment
3,042
1,195,857
22
Female
43,975
Married
0
PhD
Unemployed
null
Urban
Basic
2
19
824
9
2022-07-04 15:21:39.237118
Good
Yes
Monthly
House
832
1,195,858
null
Male
17,891
Single
4
PhD
Self-Employed
29.184714
Urban
Comprehensive
2
13
456
5
2021-02-21 15:21:39.202448
null
Yes
Monthly
Condo
1,484
1,195,859
21
Male
855
Single
4
Bachelor's
null
32.154524
Urban
Basic
2
12
609
2
2020-09-23 15:21:39.228521
Average
No
Monthly
Condo
28
1,195,860
64
Female
25,330
Single
null
Bachelor's
Employed
34.1339
Suburban
Basic
0
4
643
2
2019-09-29 15:21:39.251142
Good
Yes
Monthly
House
1,001
1,195,861
44
Male
39
Divorced
2
Bachelor's
Employed
8.742199
Urban
Basic
1
19
524
8
2021-04-24 15:21:39.146733
Poor
Yes
Monthly
Apartment
382
1,195,862
46
Male
18,072
Divorced
4
Bachelor's
null
8.24266
Urban
Premium
1
19
759
4
2021-05-12 15:21:39.204790
Average
No
Weekly
Condo
577
1,195,863
54
Male
43,494
Divorced
2
High School
null
45.564937
Rural
Comprehensive
null
14
662
7
2022-02-22 15:21:39.155231
Average
Yes
Monthly
House
1,071
1,195,864
18
Male
17,861
Single
1
Bachelor's
Unemployed
36.243546
Rural
Basic
1
2
629
3
2021-05-04 15:21:39.207847
Poor
Yes
Rarely
Apartment
1,132
1,195,865
38
Female
72,782
Married
3
PhD
Self-Employed
11.063217
Suburban
Comprehensive
null
3
431
6
2023-07-11 15:21:39.090124
Poor
No
Weekly
House
722
1,195,866
26
Female
14,244
Divorced
0
PhD
Self-Employed
19.26782
Rural
Basic
0
11
502
5
2024-05-30 15:21:39.252145
Average
No
Daily
Apartment
2,027
1,195,867
41
Male
1,809
Divorced
1
High School
Self-Employed
20.281239
Urban
Basic
null
5
463
3
2022-11-23 15:21:39.172097
null
No
Weekly
Apartment
1,209
1,195,868
38
Male
132,632
Divorced
0
Bachelor's
null
36.811375
Suburban
Premium
0
15
413
6
2024-03-15 15:21:39.194829
Poor
Yes
Monthly
Condo
813
1,195,869
21
Female
14,021
Married
1
Master's
null
25.091107
Urban
Basic
1
18
681
4
2020-12-14 15:21:39.122134
null
Yes
Weekly
Apartment
1,475
1,195,870
37
Female
12,963
Single
2
Master's
Unemployed
null
Rural
Comprehensive
0
2
731
3
2022-02-21 15:21:39.155231
Poor
No
Daily
Apartment
1,221
1,195,871
53
Female
47,976
Single
1
Master's
null
18.777699
Rural
Basic
null
5
365
8
2024-03-30 15:21:39.271453
Average
Yes
Rarely
House
855
1,195,872
63
Male
25,668
Divorced
4
High School
Employed
44.151217
Suburban
Premium
0
8
602
3
2023-01-26 15:21:39.101733
Average
Yes
Daily
Apartment
1,619
1,195,873
46
Male
2,313
Single
0
PhD
Unemployed
11.085069
Urban
Comprehensive
null
7
834
9
2021-09-07 15:21:39.220389
Poor
No
Monthly
Apartment
36
1,195,874
47
Male
27,209
Married
1
Bachelor's
Employed
16.814103
Suburban
Basic
0
14
null
7
2022-06-21 15:21:39.099739
Poor
No
Rarely
House
602
1,195,875
21
Male
44,284
Divorced
4
Bachelor's
Employed
53.665933
Rural
Comprehensive
1
5
null
1
2020-06-08 15:21:39.155231
Average
No
Weekly
House
991
1,195,876
33
Male
102,329
Single
3
PhD
Unemployed
6.979296
Rural
Comprehensive
null
5
709
7
2022-10-25 15:21:39.087123
Average
No
Monthly
House
95
1,195,877
29
Male
43,832
Married
4
PhD
Unemployed
null
Suburban
Premium
null
8
646
1
2021-01-17 15:21:39.279729
Poor
Yes
Weekly
Apartment
965
1,195,878
30
Male
29,702
Divorced
2
PhD
Self-Employed
43.590099
Urban
Basic
0
12
582
3
2021-03-05 15:21:39.155231
Average
Yes
Rarely
Apartment
590
1,195,879
34
Male
null
Married
0
High School
Unemployed
23.684596
Suburban
Comprehensive
1
12
664
9
2020-06-14 15:21:39.226954
Good
Yes
Weekly
Apartment
337
1,195,880
25
Male
17,673
Married
2
PhD
Employed
32.084289
Rural
Basic
0
11
803
9
2023-11-21 15:21:39.259788
Average
Yes
Monthly
Condo
1,693
1,195,881
51
Female
1,495
Married
2
High School
Unemployed
8.442765
Rural
Basic
0
17
635
7
2020-10-11 15:21:39.114118
Good
No
Daily
Apartment
4,091
1,195,882
34
Male
35,498
Single
1
Bachelor's
Unemployed
42.87965
Suburban
Comprehensive
2
8
697
4
2020-02-23 15:21:39.251142
Poor
Yes
Daily
Condo
930
1,195,883
49
Male
29,061
Single
1
High School
null
21.496499
Rural
Basic
1
13
651
9
2021-01-20 15:21:39.155231
Poor
No
Monthly
Condo
772
1,195,884
24
Female
40,385
Divorced
4
Master's
null
28.786256
Suburban
Comprehensive
null
17
714
3
2022-04-27 15:21:39.121169
Poor
Yes
Daily
Condo
1,271
1,195,885
32
Male
17,885
Married
4
Master's
null
8.885732
Rural
Comprehensive
0
3
807
6
2021-08-27 15:21:39.286113
Average
Yes
Daily
Condo
3,837
1,195,886
49
Male
16,250
Single
1
High School
Employed
34.12894
Rural
Premium
null
14
827
4
2020-06-15 15:21:39.134960
Poor
No
Daily
Apartment
2,651
1,195,887
45
Female
52,345
Divorced
1
High School
Employed
5.92368
Urban
Premium
2
13
464
1
2022-12-04 15:21:39.190215
Good
Yes
Daily
Apartment
101
1,195,888
49
Female
1,646
Divorced
0
Master's
Employed
13.738283
Suburban
Comprehensive
1
9
515
4
2019-10-16 15:21:39.155231
Average
No
Daily
House
176
1,195,889
56
Male
18,082
Married
3
Master's
Unemployed
15.918136
Urban
Comprehensive
null
16
849
7
2020-02-25 15:21:39.188220
Poor
No
Daily
House
1,002
1,195,890
48
Male
4,845
Single
2
High School
Self-Employed
null
Suburban
Basic
2
4
791
3
2024-02-08 15:21:39.274993
Average
Yes
Daily
Condo
1,052
1,195,891
37
Male
23,015
Married
0
High School
Unemployed
14.247945
Rural
Comprehensive
1
6
572
5
2022-03-19 15:21:39.201446
null
No
Daily
House
1,150
1,195,892
39
Male
23,456
Married
2
Bachelor's
null
null
Urban
Premium
0
15
806
3
2024-05-15 15:21:39.170099
Poor
No
Weekly
Condo
1,298
1,195,893
27
Male
5,875
Single
2
Bachelor's
null
5.824215
Rural
Premium
0
16
767
7
2020-05-08 15:21:39.084065
Good
No
Rarely
Condo
929
1,195,894
36
Male
38,642
Divorced
2
PhD
Self-Employed
15.967805
Urban
Premium
0
14
816
5
2024-04-16 15:21:39.105504
Average
Yes
Daily
Apartment
2,749
1,195,895
22
Female
31,469
Divorced
1
PhD
Employed
28.454967
Rural
Comprehensive
5
3
314
4
2020-03-05 15:21:39.134960
Good
Yes
Monthly
Apartment
913
1,195,896
18
Male
52,858
Single
2
PhD
Employed
16.774629
Rural
Comprehensive
1
1
758
6
2019-11-24 15:21:39.237118
null
Yes
Weekly
House
1,839
1,195,897
32
Male
null
Single
1
Master's
Employed
42.320194
Urban
Comprehensive
1
13
847
1
2019-09-08 15:21:39.091080
Poor
Yes
Monthly
Condo
3,636
1,195,898
28
Female
39,681
Single
3
Master's
Self-Employed
33.836277
Urban
Basic
0
13
447
9
2024-01-03 15:21:39.269494
Poor
No
Weekly
House
818
1,195,899
25
Male
null
Married
4
Master's
Self-Employed
24.734668
Urban
Basic
null
18
553
8
2021-02-09 15:21:39.166062
Poor
Yes
Daily
House
49