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
1,198,800
61
Female
81,949
Married
0
High School
Self-Employed
6.803445
Suburban
Comprehensive
3
2
704
6
2020-01-28 15:21:39.175719
Poor
No
Monthly
House
3,053
1,198,801
56
Female
17,085
Single
1
High School
null
null
Rural
Basic
0
8
759
2
2020-11-14 15:21:39.132191
Poor
No
Weekly
Apartment
1,301
1,198,802
37
Female
17,802
Single
2
PhD
Unemployed
44.294858
Urban
Premium
0
17
716
3
2022-07-22 15:21:39.254678
Average
No
Weekly
House
559
1,198,803
60
Female
31,999
Married
null
Bachelor's
null
9.157896
Rural
Comprehensive
null
9
679
5
2022-02-27 15:21:39.111551
Poor
No
Daily
Condo
190
1,198,804
60
Male
4,777
Married
3
PhD
Employed
14.383669
Urban
Basic
2
0
743
5
2021-06-18 15:21:39.190215
Good
No
Rarely
Condo
1,363
1,198,805
32
Male
8,862
Divorced
0
PhD
Self-Employed
21.426833
Urban
Comprehensive
null
18
753
4
2019-08-28 15:21:39.121169
Average
Yes
Monthly
Condo
453
1,198,806
43
Male
717
Divorced
0
Master's
Self-Employed
21.169751
Suburban
Premium
0
3
493
1
2023-04-06 15:21:39.155231
Poor
No
Monthly
House
1,430
1,198,807
44
Male
17,561
Married
0
Master's
null
24.049452
Urban
Premium
null
9
719
9
2023-04-16 15:21:39.155231
Poor
No
Monthly
House
514
1,198,808
24
Male
664
Single
2
High School
Unemployed
21.313879
Suburban
Comprehensive
null
9
742
5
2023-10-01 15:21:39.155231
Average
No
Daily
House
119
1,198,809
51
Male
24,897
Divorced
0
Bachelor's
null
3.564373
Rural
Comprehensive
0
10
776
3
2020-07-23 15:21:39.237118
Good
Yes
Weekly
Apartment
538
1,198,810
27
Male
838
Married
4
Master's
Unemployed
49.63461
Urban
Basic
1
16
482
7
2022-10-13 15:21:39.085129
Good
No
Weekly
Condo
549
1,198,811
54
Female
5,978
Married
null
High School
Employed
15.937994
Urban
Premium
null
7
null
8
2022-08-13 15:21:39.154008
Good
No
Rarely
Apartment
1,449
1,198,812
30
Female
50,921
Divorced
3
High School
Employed
13.273338
Suburban
Basic
null
16
647
5
2022-05-10 15:21:39.194829
Good
No
Rarely
Apartment
319
1,198,813
58
Male
112
Divorced
1
Master's
Employed
30.085834
Urban
Basic
1
5
495
5
2021-10-21 15:21:39.134960
Good
No
Rarely
House
446
1,198,814
21
Female
15,274
Divorced
0
High School
Unemployed
5.681248
Urban
Premium
1
11
823
2
2022-03-03 15:21:39.155231
Average
No
Rarely
House
1,335
1,198,815
31
Male
14,062
Single
null
Master's
Employed
16.829822
Suburban
Comprehensive
0
12
571
1
2021-09-15 15:21:39.106582
Average
No
Daily
Condo
1,454
1,198,816
26
Male
null
Married
3
PhD
Self-Employed
12.894639
Suburban
Basic
0
0
476
1
2023-12-19 15:21:39.237118
Poor
Yes
Weekly
Condo
34
1,198,817
51
Female
23,891
Single
4
Bachelor's
Employed
21.752426
Urban
Basic
0
12
791
4
2020-01-06 15:21:39.226954
Good
No
Daily
Condo
1,081
1,198,818
62
Male
4,901
Single
null
Bachelor's
Unemployed
30.794489
Urban
Premium
2
7
674
7
2023-02-12 15:21:39.083497
Average
Yes
Daily
Condo
487
1,198,819
53
Female
20,470
Divorced
1
High School
null
26.687639
Rural
Basic
0
13
null
9
2024-08-04 15:21:39.226954
Good
No
Daily
House
242
1,198,820
42
Male
37,844
Single
4
Bachelor's
Employed
22.549716
Suburban
Comprehensive
3
18
766
7
2022-01-07 15:21:39.121169
Poor
Yes
Weekly
House
1,089
1,198,821
30
Male
15,983
Single
3
Bachelor's
Unemployed
35.746243
Suburban
Basic
0
3
676
8
2020-12-02 15:21:39.187211
Poor
No
Monthly
Condo
3,348
1,198,822
45
Male
1,543
Divorced
2
High School
Unemployed
22.158833
Urban
Basic
1
6
null
9
2023-08-30 15:21:39.116179
Poor
No
Rarely
Condo
200
1,198,823
45
Female
72,989
Divorced
3
High School
Unemployed
9.839493
Suburban
Premium
null
9
449
1
2021-07-10 15:21:39.188220
Average
No
Weekly
Apartment
2,174
1,198,824
39
Male
60,761
Married
0
Bachelor's
Self-Employed
null
Urban
Basic
null
14
302
8
2021-09-30 15:21:39.283783
Average
No
Weekly
House
483
1,198,825
46
Male
18,097
Single
3
High School
Self-Employed
19.826393
Suburban
Basic
1
19
697
2
2023-10-30 15:21:39.134960
Average
Yes
Weekly
House
1,709
1,198,826
47
Male
8,982
Married
4
PhD
null
20.539844
Suburban
Basic
1
19
null
1
2020-06-21 15:21:39.155231
Average
No
Monthly
House
519
1,198,827
22
Female
134,595
Married
4
PhD
Employed
8.871216
Urban
Comprehensive
2
13
321
8
2020-08-21 15:21:39.221386
Average
No
Monthly
Condo
3,911
1,198,828
40
Female
88,109
Married
3
PhD
Self-Employed
28.933019
Rural
Basic
1
5
476
5
2021-05-06 15:21:39.274993
Poor
Yes
Daily
House
291
1,198,829
59
Male
104,930
Married
4
Master's
Self-Employed
26.884931
Urban
Comprehensive
null
16
440
9
2020-05-15 15:21:39.134960
Good
Yes
Weekly
Condo
293
1,198,830
42
Male
57,352
Single
3
High School
Employed
13.442446
Suburban
Comprehensive
3
6
381
4
2024-03-24 15:21:39.155231
Average
No
Rarely
Condo
2,142
1,198,831
35
Male
5,750
Divorced
3
Master's
Self-Employed
8.884046
Urban
Basic
1
19
731
2
2020-05-03 15:21:39.237118
Poor
Yes
Daily
House
1,845
1,198,832
57
Female
7,087
Married
2
High School
Self-Employed
24.352401
Suburban
Comprehensive
1
12
810
5
2022-06-03 15:21:39.182597
Average
Yes
Daily
Condo
1,819
1,198,833
44
Male
1,627
Married
1
Master's
Employed
28.917347
Rural
Basic
null
2
444
1
2024-06-09 15:21:39.200452
Good
Yes
Daily
Condo
3,483
1,198,834
25
Female
57,817
Married
2
High School
null
5.869255
Rural
Basic
3
0
508
5
2023-11-07 15:21:39.112553
Average
No
Rarely
House
917
1,198,835
56
Female
null
Divorced
2
Bachelor's
Unemployed
53.78315
Rural
Basic
0
13
644
7
2023-09-27 15:21:39.176717
Poor
No
Rarely
House
419
1,198,836
33
Female
25,168
Divorced
1
PhD
Unemployed
21.777878
Rural
Premium
0
13
798
5
2023-04-25 15:21:39.153889
Good
No
Monthly
Apartment
683
1,198,837
51
Male
134,795
Single
0
High School
null
43.835791
Rural
Basic
1
5
442
8
2019-09-06 15:21:39.237118
Average
No
Rarely
House
889
1,198,838
21
Male
96,948
Divorced
0
Bachelor's
Unemployed
47.665857
Suburban
Comprehensive
null
6
391
4
2022-08-01 15:21:39.276901
Good
Yes
Monthly
Apartment
1,423
1,198,839
null
Female
75,933
Divorced
0
Master's
Unemployed
7.723542
Urban
Premium
2
3
647
5
2021-06-22 15:21:39.176717
Poor
No
Daily
Condo
2,891
1,198,840
31
Female
37,606
Single
3
PhD
null
18.065778
Suburban
Premium
0
14
null
7
2021-05-21 15:21:39.204790
Average
No
Weekly
House
1,245
1,198,841
54
Female
35,358
Single
0
PhD
Unemployed
33.12352
Suburban
Premium
0
17
573
8
2022-04-26 15:21:39.134960
Average
Yes
Rarely
Apartment
805
1,198,842
57
Female
39,749
Divorced
1
Bachelor's
Employed
null
Suburban
Comprehensive
2
14
676
8
2020-05-26 15:21:39.092127
Poor
Yes
Weekly
Condo
792
1,198,843
62
Female
15,761
Divorced
2
Bachelor's
null
42.814173
Suburban
Comprehensive
null
3
731
3
2021-06-01 15:21:39.164044
Poor
No
Daily
Condo
1,713
1,198,844
41
Female
45,027
null
1
Master's
null
12.235902
Urban
Basic
2
5
830
3
2023-03-21 15:21:39.148733
Average
No
Monthly
House
450
1,198,845
28
Male
7,077
Married
null
Bachelor's
Self-Employed
20.907168
Urban
Comprehensive
1
4
679
8
2021-01-20 15:21:39.171102
Good
Yes
Weekly
Apartment
860
1,198,846
64
Male
10,048
Single
0
Bachelor's
Unemployed
15.773784
Rural
Comprehensive
1
19
552
1
2023-05-19 15:21:39.185215
Poor
Yes
Weekly
Condo
1,229
1,198,847
59
Male
45,602
Married
null
PhD
Self-Employed
34.92818
Rural
Basic
1
5
605
3
2024-05-23 15:21:39.134960
Average
No
Monthly
House
1,176
1,198,848
49
Male
16,078
Divorced
2
High School
Unemployed
34.753975
Urban
Premium
2
19
780
9
2022-02-17 15:21:39.128286
Good
Yes
Weekly
House
28
1,198,849
59
Male
45,696
Single
0
PhD
Self-Employed
33.69002
Urban
Premium
0
11
821
1
2021-04-25 15:21:39.256696
Good
Yes
Rarely
House
1,247
1,198,850
22
Male
6,960
Married
4
Master's
null
24.087377
Suburban
Premium
null
8
573
2
2020-09-29 15:21:39.207847
Average
No
Weekly
Condo
1,029
1,198,851
34
Female
104,093
Divorced
2
Bachelor's
null
34.918559
Urban
Comprehensive
1
3
null
6
2023-10-02 15:21:39.235012
Average
No
Rarely
House
75
1,198,852
61
Male
143,722
Married
0
High School
Unemployed
51.80607
Rural
Basic
null
18
533
2
2021-07-05 15:21:39.197445
Good
Yes
Weekly
House
1,069
1,198,853
64
Female
null
Married
2
Bachelor's
Self-Employed
40.251747
Urban
Premium
1
0
650
9
2022-05-29 15:21:39.274993
Poor
No
Rarely
Condo
48
1,198,854
29
Female
43,337
Married
0
Bachelor's
Unemployed
33.939824
Rural
Premium
1
8
522
8
2019-09-24 15:21:39.152732
Good
No
Daily
Apartment
352
1,198,855
38
Male
null
Married
null
Master's
null
51.583937
Rural
Premium
0
7
617
2
2023-09-19 15:21:39.191219
Good
Yes
Daily
Condo
391
1,198,856
43
Female
40,883
Married
2
Bachelor's
null
null
Urban
Premium
0
8
null
3
2020-10-04 15:21:39.164044
null
Yes
Weekly
House
581
1,198,857
33
Female
83,592
Single
3
PhD
Unemployed
40.412026
Suburban
Comprehensive
4
19
487
3
2023-03-27 15:21:39.155231
Poor
No
Weekly
Apartment
1,320
1,198,858
48
Male
45,596
Single
4
Bachelor's
null
26.638945
Urban
Comprehensive
0
10
505
1
2022-09-06 15:21:39.091080
Good
No
Rarely
House
742
1,198,859
28
Male
24,791
Single
0
High School
Self-Employed
34.881413
Rural
Basic
null
4
765
4
2024-03-23 15:21:39.176717
Good
Yes
Daily
Apartment
1,691
1,198,860
30
Female
2,312
Divorced
4
Master's
Unemployed
49.959506
Rural
Basic
1
8
322
6
2024-07-11 15:21:39.081504
Good
No
Monthly
Apartment
225
1,198,861
23
Female
8,022
Single
2
Bachelor's
Self-Employed
13.538879
Rural
Basic
null
1
597
2
2021-04-22 15:21:39.226954
Poor
Yes
Daily
Condo
819
1,198,862
60
Female
38,665
Single
1
Master's
Unemployed
31.69659
Suburban
Premium
2
2
676
4
2021-02-11 15:21:39.087123
Average
Yes
Rarely
Condo
1,488
1,198,863
41
Female
20,861
Divorced
0
Bachelor's
Unemployed
null
Rural
Basic
null
11
null
4
2022-07-31 15:21:39.254678
Poor
Yes
Monthly
Condo
544
1,198,864
49
Female
11,083
Married
3
High School
Unemployed
10.082648
Suburban
Premium
1
14
486
8
2020-11-01 15:21:39.267454
Average
Yes
Daily
Apartment
715
1,198,865
39
Male
18,077
Divorced
1
High School
null
null
Urban
Comprehensive
0
10
705
9
2023-04-06 15:21:39.285112
Average
Yes
Monthly
House
656
1,198,866
32
Male
76,519
Married
4
PhD
Employed
33.836583
Rural
Basic
1
4
426
9
2020-06-04 15:21:39.218388
Poor
Yes
Rarely
Condo
959
1,198,867
61
Male
7,991
Single
0
Master's
Employed
12.491446
Rural
Comprehensive
null
6
null
5
2024-04-10 15:21:39.236064
Good
Yes
Monthly
Apartment
1,407
1,198,868
32
Female
16,610
Married
3
Bachelor's
null
41.950941
Rural
Basic
null
15
758
7
2023-02-19 15:21:39.289099
Poor
Yes
Monthly
Condo
1,617
1,198,869
58
Male
17,251
Married
4
Bachelor's
Unemployed
45.622279
Suburban
Comprehensive
null
6
668
6
2024-04-07 15:21:39.261856
null
Yes
Rarely
Condo
1,057
1,198,870
22
Male
11,353
Single
2
PhD
null
47.22213
Urban
Premium
null
16
687
7
2022-10-19 15:21:39.171102
Poor
No
Weekly
Condo
996
1,198,871
60
Male
44,936
Married
4
High School
null
null
Urban
Premium
0
19
617
6
2024-04-17 15:21:39.146733
Poor
No
Rarely
House
687
1,198,872
41
Male
93,981
Divorced
1
Bachelor's
Employed
16.648837
Suburban
Basic
null
17
353
8
2023-09-05 15:21:39.100695
Average
No
Daily
Apartment
2,696
1,198,873
40
Male
7,841
Single
null
High School
null
25.833734
Suburban
Comprehensive
1
14
648
8
2021-10-03 15:21:39.186212
Average
No
Weekly
House
795
1,198,874
43
Male
3,717
Married
1
PhD
Self-Employed
null
Urban
Basic
2
3
801
2
2020-05-05 15:21:39.276901
Good
Yes
Daily
Apartment
1,119
1,198,875
46
Female
11,296
Single
null
PhD
Unemployed
41.859458
Rural
Comprehensive
0
17
null
1
2023-03-28 15:21:39.155231
Poor
Yes
Monthly
House
2,891
1,198,876
40
Female
23,840
Single
4
Master's
Employed
6.592913
Rural
Basic
0
19
640
3
2022-09-19 15:21:39.084065
Average
Yes
Monthly
Apartment
1,181
1,198,877
62
Male
72,970
Single
0
Master's
null
18.937353
Suburban
Basic
null
0
704
4
2024-01-29 15:21:39.172097
Good
Yes
Daily
House
112
1,198,878
25
Female
16,058
Married
4
High School
Employed
23.936297
Urban
Basic
0
11
847
6
2020-11-08 15:21:39.150730
Poor
Yes
Rarely
Condo
891
1,198,879
29
Female
585
Divorced
null
Master's
null
23.827321
Suburban
Comprehensive
0
10
696
1
2024-05-19 15:21:39.236064
Good
Yes
Rarely
House
416
1,198,880
23
Male
1,689
Married
3
PhD
Self-Employed
22.957452
Rural
Basic
3
2
627
9
2022-04-12 15:21:39.213373
Good
Yes
Monthly
House
2,563
1,198,881
54
Female
38,612
Divorced
null
Master's
null
29.322699
Rural
Premium
null
9
null
2
2023-08-31 15:21:39.171102
Average
No
Daily
Condo
2,054
1,198,882
50
Male
57,858
Divorced
0
PhD
null
50.69276
Suburban
Basic
1
4
null
1
2021-06-29 15:21:39.254678
Good
No
Daily
Apartment
2,131
1,198,883
39
Male
4,820
Single
3
PhD
null
null
Urban
Basic
0
3
null
8
2023-01-11 15:21:39.192212
Good
No
Rarely
Condo
1,558
1,198,884
48
Male
56,401
Married
3
Bachelor's
Employed
28.898507
Rural
Basic
0
19
646
8
2024-06-09 15:21:39.125660
Average
Yes
Weekly
Condo
207
1,198,885
64
Male
10,551
Divorced
2
Master's
Self-Employed
20.837006
Urban
Comprehensive
null
2
493
1
2024-03-29 15:21:39.116179
Average
Yes
Monthly
Apartment
332
1,198,886
44
Female
4,566
Single
3
PhD
Employed
51.906185
Urban
Basic
null
1
489
7
2019-10-22 15:21:39.237118
Poor
Yes
Weekly
Apartment
663
1,198,887
61
Male
17,557
Divorced
1
Master's
Unemployed
34.018889
Rural
Premium
2
15
596
9
2022-07-12 15:21:39.088124
Average
Yes
Rarely
Condo
1,179
1,198,888
33
Male
17,554
Single
0
Bachelor's
Unemployed
15.778098
Rural
Premium
1
10
761
7
2023-11-06 15:21:39.191219
Poor
Yes
Weekly
House
1,299
1,198,889
56
Female
1,704
Single
2
Master's
Employed
20.705028
Rural
Comprehensive
2
10
319
8
2023-08-04 15:21:39.179186
Average
No
Weekly
Condo
1,705
1,198,890
45
Male
114,031
Divorced
1
High School
null
45.271496
Urban
Comprehensive
0
15
376
6
2021-11-02 15:21:39.090124
Good
No
Rarely
Condo
838
1,198,891
26
Female
30,663
Married
null
PhD
Unemployed
9.828145
Urban
Premium
2
6
null
3
2022-05-22 15:21:39.274993
Good
No
Monthly
Condo
516
1,198,892
33
Male
7,163
Married
2
High School
null
3.838997
Urban
Premium
null
10
695
4
2021-09-19 15:21:39.185215
Good
No
Daily
House
526
1,198,893
63
Female
26,296
Divorced
0
Bachelor's
Self-Employed
26.338989
Urban
Basic
null
18
743
3
2024-03-31 15:21:39.175719
Good
Yes
Weekly
Condo
830
1,198,894
62
Male
null
Married
0
Bachelor's
Self-Employed
13.591259
Rural
Premium
null
7
446
1
2020-10-28 15:21:39.224915
Good
No
Rarely
House
2,393
1,198,895
46
Female
46,438
null
4
Bachelor's
null
21.067231
Rural
Comprehensive
3
7
775
1
2023-08-10 15:21:39.155231
Average
No
Weekly
Condo
39
1,198,896
30
Male
91,859
Married
4
PhD
Unemployed
18.9237
Rural
Comprehensive
1
7
449
7
2023-10-05 15:21:39.233485
Good
Yes
Rarely
House
2,905
1,198,897
29
Male
26,200
Married
1
PhD
Unemployed
37.683099
Suburban
Premium
null
7
841
9
2019-09-03 15:21:39.126661
Poor
No
Monthly
Apartment
449
1,198,898
19
Female
1,575
Married
3
Master's
null
null
Rural
Comprehensive
0
19
663
8
2021-04-25 15:21:39.147735
Poor
No
Monthly
Apartment
1,232
1,198,899
58
Female
25,591
Married
3
Bachelor's
null
39.051329
Rural
Comprehensive
null
9
685
8
2024-03-17 15:21:39.170099
Average
Yes
Weekly
Condo
449