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
1,173,900
31
Female
7,178
Divorced
1
Bachelor's
Self-Employed
43.092441
Urban
Comprehensive
0
4
469
2
2022-10-20 15:21:39.264504
Average
Yes
Weekly
Apartment
766
1,173,901
31
Male
15,962
Divorced
0
PhD
Employed
41.879087
Urban
Basic
null
15
741
7
2023-02-06 15:21:39.237118
Poor
Yes
Rarely
Condo
150
1,173,902
41
Male
5,068
Divorced
0
Bachelor's
null
20.460827
Urban
Premium
1
1
734
9
2023-05-02 15:21:39.229482
Good
No
Daily
Apartment
2,413
1,173,903
24
Male
25,103
Single
0
Master's
null
15.243839
Urban
Comprehensive
0
16
452
9
2020-05-09 15:21:39.280784
Good
Yes
Monthly
House
817
1,173,904
36
Female
6,601
Single
1
Master's
Employed
32.974757
Suburban
Premium
0
13
775
5
2022-08-04 15:21:39.280784
Good
Yes
Monthly
Condo
997
1,173,905
45
Female
null
Divorced
3
PhD
Employed
9.352835
Urban
Comprehensive
null
19
670
9
2023-10-16 15:21:39.155231
null
No
Daily
Condo
2,082
1,173,906
61
Female
39,445
Married
0
High School
Unemployed
18.140978
Urban
Comprehensive
1
2
566
3
2022-09-15 15:21:39.219432
Poor
No
Weekly
House
677
1,173,907
32
Male
61,203
Single
0
Master's
null
53.640093
Urban
Premium
1
15
679
1
2023-11-16 15:21:39.134960
Good
Yes
Monthly
Condo
1,677
1,173,908
37
Female
16,989
Divorced
0
Bachelor's
Unemployed
22.84326
Urban
Comprehensive
null
2
805
1
2024-04-19 15:21:39.155231
Poor
Yes
Monthly
Apartment
1,149
1,173,909
50
Male
3,837
Single
2
Bachelor's
null
28.957425
Rural
Premium
4
1
null
1
2021-09-06 15:21:39.122134
Average
No
Monthly
House
1,361
1,173,910
34
Male
31,641
Single
1
High School
Employed
23.859318
Suburban
Premium
1
14
657
3
2020-07-24 15:21:39.094752
Average
Yes
Rarely
House
3,313
1,173,911
56
Female
8,966
Divorced
3
High School
Self-Employed
30.638751
Suburban
Basic
0
2
498
1
2023-04-16 15:21:39.230483
Poor
No
Monthly
Apartment
1,769
1,173,912
56
Male
54,738
Divorced
1
High School
Self-Employed
38.077524
Urban
Comprehensive
0
14
452
3
2021-09-12 15:21:39.173834
Poor
Yes
Daily
Apartment
479
1,173,913
64
Female
3,870
Divorced
4
Bachelor's
Employed
11.764163
Rural
Premium
1
0
508
5
2020-02-11 15:21:39.254678
Good
Yes
Rarely
House
1,215
1,173,914
56
Male
83,490
Divorced
3
Master's
Employed
46.835642
Urban
Comprehensive
0
17
337
7
2021-05-27 15:21:39.225916
Poor
No
Rarely
Apartment
582
1,173,915
36
Male
11,582
Divorced
1
Bachelor's
Self-Employed
17.051116
Rural
Comprehensive
null
14
636
6
2021-10-15 15:21:39.257696
Good
Yes
Rarely
Apartment
1,544
1,173,916
54
Female
12,301
Married
3
High School
Employed
37.955792
Urban
Premium
null
5
838
5
2020-07-28 15:21:39.155231
Good
Yes
Daily
Apartment
303
1,173,917
43
Female
15,884
Married
4
Master's
Unemployed
30.843249
Suburban
Premium
null
3
null
7
2020-08-29 15:21:39.168099
Poor
Yes
Daily
House
257
1,173,918
43
Male
24,906
Single
3
High School
Employed
40.96613
Suburban
Basic
1
13
707
6
2022-08-07 15:21:39.174719
Good
No
Daily
Condo
504
1,173,919
33
Male
2,748
Divorced
3
Master's
null
16.268716
Rural
Comprehensive
1
5
476
1
2020-10-20 15:21:39.168099
Poor
Yes
Rarely
Condo
531
1,173,920
39
Male
74,431
Married
2
Master's
null
12.208219
Rural
Premium
null
8
633
2
2023-10-18 15:21:39.080440
Good
No
Rarely
Apartment
215
1,173,921
39
Female
45,627
Divorced
4
PhD
Self-Employed
22.184846
Rural
Basic
1
9
788
4
2020-01-22 15:21:39.180553
Average
Yes
Daily
Apartment
801
1,173,922
50
Female
97,774
Single
4
Master's
null
13.41431
Urban
Basic
null
5
null
9
2021-04-27 15:21:39.287115
Poor
Yes
Weekly
Condo
330
1,173,923
32
Male
25,168
Single
0
PhD
null
22.933721
Rural
Basic
null
4
null
4
2021-02-28 15:21:39.096739
Poor
No
Monthly
House
581
1,173,924
45
Male
29,460
Single
2
Master's
Employed
24.082202
Urban
Comprehensive
1
10
769
9
2021-03-11 15:21:39.130190
Good
No
Daily
Condo
683
1,173,925
41
Female
42,317
Married
3
PhD
null
13.390734
Urban
Basic
1
11
302
4
2020-03-01 15:21:39.268507
Poor
No
Daily
Condo
441
1,173,926
19
Female
31,234
Divorced
3
High School
Self-Employed
42.774536
Rural
Comprehensive
1
6
527
5
2019-12-29 15:21:39.081504
Good
Yes
Weekly
Apartment
565
1,173,927
23
Male
20,564
Divorced
2
PhD
Self-Employed
27.236541
Rural
Premium
0
16
316
9
2021-09-05 15:21:39.166062
Poor
Yes
Weekly
Apartment
1,458
1,173,928
49
Female
13,998
Single
2
Master's
Self-Employed
7.296549
Rural
Comprehensive
5
10
null
4
2024-05-24 15:21:39.237118
Poor
No
Monthly
Apartment
782
1,173,929
29
Female
27,460
Single
2
Bachelor's
Unemployed
8.879006
Rural
Premium
0
16
564
7
2022-02-07 15:21:39.251142
Good
No
Weekly
Condo
289
1,173,930
33
Female
23,991
Divorced
1
PhD
Employed
18.958942
Suburban
Premium
2
8
658
9
2023-11-04 15:21:39.285112
Average
Yes
Rarely
Apartment
1,485
1,173,931
24
Female
1,551
null
1
PhD
Unemployed
23.998897
Suburban
Comprehensive
null
3
627
3
2023-01-01 15:21:39.134960
null
Yes
Weekly
Condo
2,131
1,173,932
61
Male
26,397
Married
1
Master's
Self-Employed
23.403498
Urban
Basic
1
15
829
6
2020-05-19 15:21:39.231531
Average
Yes
Daily
Condo
1,841
1,173,933
58
Female
30,892
Married
4
High School
Employed
38.275428
Urban
Comprehensive
0
9
556
9
2021-07-22 15:21:39.122134
Good
No
Monthly
House
925
1,173,934
35
Female
131,514
Divorced
0
Bachelor's
null
null
Rural
Comprehensive
1
9
647
3
2023-07-13 15:21:39.134960
Good
Yes
Daily
Condo
2,264
1,173,935
28
Female
75,970
Married
2
PhD
null
37.012934
Suburban
Premium
null
18
439
1
2021-12-23 15:21:39.261856
Average
No
Daily
Condo
2,823
1,173,936
45
Male
null
Married
null
Bachelor's
null
44.927647
Rural
Basic
1
4
null
1
2020-04-19 15:21:39.155231
Good
No
Daily
Condo
360
1,173,937
33
Male
null
Divorced
3
Bachelor's
null
42.735488
Rural
Premium
null
14
393
8
2020-02-23 15:21:39.186212
Poor
No
Daily
Apartment
2,128
1,173,938
25
Male
659
Divorced
0
Master's
Self-Employed
16.245714
Urban
Basic
0
4
736
3
2024-02-25 15:21:39.117183
Average
Yes
Monthly
Apartment
47
1,173,939
59
Male
null
Single
1
High School
Unemployed
13.449434
Urban
Basic
0
5
608
6
2023-09-05 15:21:39.207847
Average
Yes
Monthly
Condo
112
1,173,940
45
Male
36,102
Divorced
0
High School
null
14.5802
Rural
Basic
0
12
367
8
2019-10-25 15:21:39.132191
Average
Yes
Daily
House
1,590
1,173,941
45
Male
14,085
Married
2
PhD
Self-Employed
12.923606
Urban
Premium
null
5
690
2
2021-07-28 15:21:39.281787
Good
No
Rarely
Apartment
1,442
1,173,942
35
Female
38,729
Divorced
1
High School
null
25.397837
Urban
Basic
null
17
693
7
2022-03-04 15:21:39.088124
null
No
Daily
House
1,816
1,173,943
42
Female
39,365
Single
0
High School
Unemployed
9.597621
Suburban
Comprehensive
0
8
641
6
2019-11-08 15:21:39.175719
Average
No
Daily
House
2,765
1,173,944
31
Female
36,283
Single
4
Bachelor's
null
33.51588
Urban
Basic
0
6
565
1
2022-07-08 15:21:39.246098
Average
No
Weekly
Apartment
1,615
1,173,945
33
Male
17,458
Married
4
High School
Employed
10.674895
Urban
Premium
1
1
541
8
2020-10-08 15:21:39.122134
Average
No
Weekly
Condo
1,444
1,173,946
39
Female
8,715
Divorced
3
Master's
null
26.170074
Rural
Premium
0
7
753
1
2021-04-23 15:21:39.243823
Average
Yes
Daily
House
419
1,173,947
34
Female
17,751
Single
2
High School
Self-Employed
15.928787
Suburban
Comprehensive
0
3
726
3
2021-06-25 15:21:39.276901
Good
No
Daily
Condo
1,614
1,173,948
37
Male
17,107
Married
4
High School
Unemployed
4.716374
Urban
Basic
0
0
826
7
2024-01-16 15:21:39.122134
Poor
Yes
Weekly
Condo
1,580
1,173,949
41
Male
53,323
Divorced
3
Bachelor's
null
23.171619
Urban
Premium
0
5
431
5
2024-02-03 15:21:39.274993
Good
No
Monthly
House
561
1,173,950
25
Female
29,082
Divorced
1
PhD
null
20.286676
Suburban
Comprehensive
null
10
722
9
2021-05-22 15:21:39.093681
Poor
Yes
Weekly
Apartment
2,350
1,173,951
45
Male
15,161
Married
3
High School
Self-Employed
49.011803
Suburban
Premium
0
5
807
6
2022-11-02 15:21:39.145732
Poor
No
Rarely
House
1,302
1,173,952
56
Female
15,761
Married
1
PhD
Self-Employed
29.958017
Rural
Premium
2
5
597
9
2023-12-07 15:21:39.187211
Average
No
Daily
House
110
1,173,953
35
Male
14,079
Single
0
Bachelor's
Unemployed
22.772511
Rural
Basic
null
10
743
6
2023-06-05 15:21:39.177724
Poor
No
Daily
House
940
1,173,954
54
Female
12,460
Single
0
Master's
Unemployed
8.783804
Suburban
Comprehensive
0
11
805
1
2023-10-05 15:21:39.110557
Good
Yes
Monthly
Condo
1,373
1,173,955
63
Male
17,822
Married
0
PhD
Unemployed
38.726147
Urban
Basic
null
7
797
6
2021-03-04 15:21:39.092127
Good
No
Monthly
Condo
1,449
1,173,956
37
Male
5,055
Single
1
Master's
null
40.751451
Rural
Basic
1
10
662
9
2020-09-08 15:21:39.260856
Good
No
Daily
Apartment
2,344
1,173,957
53
Male
9,002
Married
3
High School
Unemployed
34.946147
Rural
Basic
0
6
795
9
2020-01-04 15:21:39.225916
Poor
No
Weekly
Apartment
514
1,173,958
40
Female
24,591
Married
1
Bachelor's
null
26.53901
Rural
Comprehensive
null
0
542
7
2020-01-07 15:21:39.237118
Average
No
Monthly
Condo
961
1,173,959
51
Female
19,649
Divorced
1
Master's
Unemployed
23.738817
Rural
Comprehensive
0
19
367
2
2022-05-08 15:21:39.208842
Good
Yes
Daily
Condo
713
1,173,960
27
Male
77,914
Divorced
3
Master's
null
31.938401
Suburban
Premium
3
10
626
7
2022-05-28 15:21:39.155231
Poor
Yes
Daily
House
2,228
1,173,961
58
Male
61,453
Married
1
High School
Employed
21.649561
Urban
Premium
1
15
515
5
2023-09-06 15:21:39.261856
Poor
Yes
Daily
House
257
1,173,962
62
Male
20,252
Divorced
1
Master's
Self-Employed
10.812061
Rural
Basic
2
10
604
9
2024-05-29 15:21:39.155231
Average
Yes
Daily
Condo
437
1,173,963
59
Female
5,991
Married
1
Bachelor's
null
null
Rural
Premium
null
5
631
1
2021-02-04 15:21:39.256696
Poor
Yes
Monthly
Condo
1,225
1,173,964
46
Female
16,053
Married
4
Master's
null
null
Urban
Premium
0
10
594
4
2021-03-21 15:21:39.092127
Good
No
Daily
Apartment
115
1,173,965
54
Male
10,892
Single
4
Master's
null
15.726853
Urban
Basic
1
17
522
2
2023-10-13 15:21:39.134960
Poor
No
Weekly
Condo
692
1,173,966
26
Female
726
Single
4
Master's
Unemployed
null
Suburban
Comprehensive
1
14
468
5
2022-04-20 15:21:39.259788
Good
Yes
Rarely
House
709
1,173,967
33
Male
3,029
Divorced
null
Master's
null
7.738693
Suburban
Premium
2
12
364
2
2020-01-01 15:21:39.173834
Poor
Yes
Rarely
Apartment
651
1,173,968
53
Male
64,878
Single
1
High School
null
19.12083
Suburban
Premium
3
6
797
1
2023-10-22 15:21:39.172097
Good
Yes
Weekly
Apartment
24
1,173,969
40
Female
null
Divorced
3
Bachelor's
Self-Employed
14.240826
Rural
Basic
1
4
394
9
2021-01-22 15:21:39.218388
Poor
Yes
Weekly
House
2,501
1,173,970
null
Female
14,894
Single
1
PhD
Unemployed
27.716274
Suburban
Premium
0
1
674
5
2021-01-22 15:21:39.134960
Good
No
Rarely
Condo
934
1,173,971
56
Male
11,277
Divorced
2
High School
Unemployed
40.933593
Urban
Comprehensive
null
0
691
8
2021-08-30 15:21:39.206847
Good
No
Daily
Apartment
517
1,173,972
42
Female
31,948
Married
4
High School
Self-Employed
8.013637
Urban
Basic
2
12
null
8
2023-05-21 15:21:39.259788
Good
No
Daily
House
419
1,173,973
39
Female
50,948
Married
4
Master's
Unemployed
28.391303
Urban
Comprehensive
1
13
397
4
2024-03-20 15:21:39.105504
Average
Yes
Rarely
Apartment
549
1,173,974
60
Male
56,842
Divorced
0
PhD
Unemployed
20.776476
Urban
Premium
null
7
646
8
2021-04-25 15:21:39.175719
Poor
Yes
Monthly
Condo
386
1,173,975
44
Male
31,604
Single
3
High School
Employed
15.133769
Rural
Basic
1
17
null
9
2022-04-27 15:21:39.155231
Poor
Yes
Rarely
Apartment
513
1,173,976
21
Female
6,913
Married
null
PhD
null
26.37642
Urban
Basic
null
2
622
1
2023-07-27 15:21:39.237118
Poor
No
Weekly
Apartment
563
1,173,977
37
Male
2,576
Married
3
Master's
null
11.049534
Rural
Premium
3
10
748
2
2024-03-15 15:21:39.277975
null
Yes
Rarely
Apartment
1,554
1,173,978
23
Male
39,769
Divorced
2
High School
null
33.683477
Rural
Basic
1
16
815
5
2023-12-12 15:21:39.155231
Average
No
Monthly
Condo
27
1,173,979
41
Male
7,806
Divorced
null
Bachelor's
Self-Employed
38.966821
Rural
Comprehensive
1
5
775
8
2023-03-23 15:21:39.144722
Good
Yes
Rarely
Condo
603
1,173,980
46
Male
9,054
Divorced
4
Bachelor's
Employed
24.079118
Rural
Comprehensive
1
4
684
9
2023-12-26 15:21:39.253660
Poor
Yes
Daily
House
3,270
1,173,981
59
Male
20,672
Married
2
High School
Self-Employed
18.088519
Rural
Basic
null
10
512
5
2022-03-13 15:21:39.090124
Poor
Yes
Daily
House
1,046
1,173,982
60
Female
38,229
Divorced
4
PhD
null
11.812974
Rural
Basic
null
13
819
2
2022-12-27 15:21:39.146733
Average
No
Weekly
House
1,527
1,173,983
48
Female
29,316
Divorced
3
Bachelor's
Unemployed
24.628433
Suburban
Premium
null
18
769
7
2024-01-26 15:21:39.131192
Good
Yes
Monthly
Condo
1,461
1,173,984
64
Female
58,959
Married
2
PhD
null
12.672944
Suburban
Comprehensive
1
18
538
8
2022-02-11 15:21:39.081504
Average
Yes
Weekly
Apartment
110
1,173,985
39
Female
3,637
Divorced
0
PhD
null
12.926351
Rural
Basic
2
17
690
3
2019-09-13 15:21:39.194829
Average
Yes
Rarely
House
1,356
1,173,986
26
Male
11,909
Married
4
PhD
null
33.735355
Urban
Comprehensive
2
18
551
4
2019-12-20 15:21:39.155231
Good
Yes
Daily
Condo
931
1,173,987
37
Female
140,725
Divorced
2
Master's
null
22.844289
Suburban
Basic
2
13
648
6
2023-05-13 15:21:39.133866
Poor
No
Monthly
Condo
2,176
1,173,988
64
Male
12,094
Divorced
2
High School
Unemployed
12.058926
Rural
Basic
1
7
722
2
2019-09-14 15:21:39.134960
Poor
Yes
Rarely
Condo
1,310
1,173,989
44
Male
5,957
Divorced
2
Master's
Employed
31.18772
Suburban
Basic
3
13
671
1
2022-07-07 15:21:39.155231
Good
No
Monthly
Condo
28
1,173,990
27
Female
null
Divorced
4
Bachelor's
null
7.439422
Urban
Comprehensive
0
1
344
5
2021-10-02 15:21:39.192212
Good
Yes
Monthly
Apartment
724
1,173,991
19
Male
798
Single
3
Bachelor's
Self-Employed
16.587056
Urban
Premium
2
8
791
4
2022-05-11 15:21:39.274993
Poor
No
Daily
House
119
1,173,992
53
Female
12,496
Divorced
4
PhD
Self-Employed
34.822604
Urban
Comprehensive
null
11
799
1
2020-01-03 15:21:39.081504
Poor
No
Weekly
House
25
1,173,993
49
Male
44,938
Divorced
0
PhD
Employed
46.099064
Urban
Premium
null
1
707
3
2022-11-27 15:21:39.148733
Average
No
Daily
Condo
1,466
1,173,994
25
Male
132,903
Single
0
PhD
null
6.631125
Rural
Basic
null
1
763
4
2023-08-15 15:21:39.187211
Average
No
Monthly
House
166
1,173,995
55
Male
20,444
Single
2
Master's
null
34.488041
Urban
Comprehensive
3
7
639
8
2024-01-25 15:21:39.213373
Average
Yes
Weekly
Condo
614
1,173,996
24
Female
25,168
Single
3
PhD
null
19.136878
Urban
Basic
null
10
null
7
2020-10-24 15:21:39.121169
null
Yes
Weekly
Apartment
1,609
1,173,997
56
Male
6,549
Married
0
Bachelor's
Employed
8.83824
Suburban
Premium
1
10
674
8
2022-11-21 15:21:39.126661
Good
Yes
Monthly
Condo
1,373
1,173,998
28
Male
16,054
Divorced
0
PhD
Self-Employed
5.567739
Rural
Premium
2
10
370
4
2019-10-17 15:21:39.180553
Good
No
Weekly
Condo
2,538
1,173,999
43
Female
39,749
Single
0
Bachelor's
null
null
Rural
Comprehensive
null
7
572
4
2023-02-06 15:21:39.134960
Good
No
Monthly
Condo
990