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
1,186,900
63
Male
96,631
Divorced
1
Master's
null
null
Suburban
Comprehensive
3
18
542
9
2021-07-04 15:21:39.134960
Good
Yes
Weekly
Condo
26
1,186,901
28
Female
92,666
Divorced
2
Master's
Self-Employed
35.783769
Rural
Comprehensive
2
15
578
8
2021-11-21 15:21:39.106582
Good
Yes
Daily
Condo
1,867
1,186,902
48
Female
16,099
Married
0
Master's
Self-Employed
30.614788
Rural
Premium
null
0
819
3
2021-07-27 15:21:39.187211
Average
Yes
Monthly
House
1,115
1,186,903
37
Male
798
Married
3
Bachelor's
Employed
null
Suburban
Basic
0
18
691
1
2023-07-08 15:21:39.082499
Poor
No
Rarely
Condo
434
1,186,904
22
Male
25,239
Married
3
Master's
Unemployed
41.786543
Urban
Premium
1
6
845
1
2022-09-04 15:21:39.143708
Good
Yes
Weekly
Condo
50
1,186,905
26
Male
916
Divorced
3
PhD
Employed
47.501546
Suburban
Basic
1
14
822
4
2024-02-25 15:21:39.199447
Average
No
Monthly
Apartment
372
1,186,906
38
Female
10,039
Married
0
Master's
null
25.014948
Rural
Basic
1
12
815
5
2021-07-24 15:21:39.134960
Good
Yes
Rarely
Condo
2,417
1,186,907
35
Male
38,255
Single
1
Bachelor's
Unemployed
12.559901
Urban
Comprehensive
2
15
796
4
2023-11-01 15:21:39.250151
Average
Yes
Monthly
House
469
1,186,908
45
Female
81,688
Divorced
1
Bachelor's
Employed
32.977339
Suburban
Premium
0
11
383
6
2019-12-16 15:21:39.171102
Average
Yes
Weekly
Condo
552
1,186,909
20
Male
35,100
Single
3
Bachelor's
Unemployed
15.785745
Urban
Comprehensive
null
12
679
5
2022-03-17 15:21:39.082499
Poor
Yes
Monthly
Condo
531
1,186,910
30
Male
3,819
Divorced
2
PhD
Self-Employed
20.363248
Rural
Basic
null
13
318
4
2023-11-05 15:21:39.111551
Poor
Yes
Daily
House
2,312
1,186,911
20
Male
35,123
Divorced
3
High School
null
50.096344
Rural
Comprehensive
1
10
391
9
2022-03-08 15:21:39.080440
Good
Yes
Weekly
Apartment
1,551
1,186,912
53
Male
24,366
Married
3
Master's
Self-Employed
33.929203
Rural
Comprehensive
2
3
635
5
2021-03-04 15:21:39.199447
Average
Yes
Monthly
Condo
523
1,186,913
64
Male
51,155
Married
3
Master's
null
23.727819
Rural
Comprehensive
null
2
727
9
2022-07-01 15:21:39.237118
Poor
Yes
Weekly
House
217
1,186,914
18
Male
40,761
Single
1
High School
null
13.976999
Urban
Basic
3
2
784
3
2022-07-01 15:21:39.123711
Average
No
Weekly
Apartment
542
1,186,915
38
Male
24,009
Married
1
Master's
Employed
21.974159
Suburban
Basic
null
18
581
7
2022-08-15 15:21:39.093681
Poor
Yes
Rarely
Apartment
1,705
1,186,916
60
Male
34,403
Married
3
Bachelor's
Self-Employed
27.847472
Suburban
Premium
1
2
781
9
2022-02-08 15:21:39.134960
Average
No
Rarely
House
456
1,186,917
23
Male
92,823
Divorced
4
PhD
Self-Employed
32.372584
Urban
Basic
1
13
427
6
2023-03-16 15:21:39.134960
Good
No
Daily
House
439
1,186,918
35
Female
1,418
Single
0
Master's
Unemployed
null
Urban
Basic
1
13
639
5
2021-01-09 15:21:39.226954
Good
No
Monthly
Condo
656
1,186,919
61
Male
31,612
Single
null
PhD
Self-Employed
19.306519
Urban
Basic
1
2
709
9
2021-11-16 15:21:39.237118
Poor
Yes
Rarely
Apartment
622
1,186,920
37
Female
25,252
Married
3
Bachelor's
Employed
26.012544
Urban
Premium
0
11
746
4
2022-05-31 15:21:39.208842
Average
Yes
Monthly
House
1,409
1,186,921
58
Female
31,355
Divorced
2
PhD
Self-Employed
15.073096
Rural
Basic
0
5
726
1
2022-12-08 15:21:39.194829
Poor
No
Weekly
Apartment
264
1,186,922
43
Female
10,431
Divorced
4
PhD
Employed
23.946168
Suburban
Basic
2
19
602
4
2024-04-13 15:21:39.149731
Average
Yes
Monthly
Apartment
1,139
1,186,923
43
Male
18,596
Single
4
High School
Employed
28.745424
Urban
Comprehensive
1
6
391
3
2024-07-05 15:21:39.155231
Good
No
Weekly
House
1,003
1,186,924
31
Male
128,971
null
2
Master's
Unemployed
null
Suburban
Comprehensive
0
10
null
6
2021-01-16 15:21:39.172097
null
Yes
Rarely
Condo
790
1,186,925
19
Female
3,637
Divorced
2
Bachelor's
Employed
27.243946
Suburban
Premium
2
14
469
5
2021-04-07 15:21:39.131192
Average
Yes
Daily
House
100
1,186,926
18
Male
108,769
Single
4
High School
Unemployed
14.937987
Rural
Comprehensive
1
2
765
7
2023-11-10 15:21:39.288099
Poor
Yes
Monthly
Apartment
325
1,186,927
39
Female
56,438
Married
1
Master's
Self-Employed
14.857121
Suburban
Comprehensive
2
1
316
4
2020-11-13 15:21:39.261856
Average
Yes
Weekly
Apartment
2,627
1,186,928
31
Female
24,886
Married
4
High School
null
26.066285
Suburban
Premium
2
16
705
4
2024-06-12 15:21:39.131192
Good
Yes
Weekly
Apartment
1,151
1,186,929
null
Female
5,839
Single
4
Master's
Unemployed
19.828231
Suburban
Premium
1
7
661
6
2021-07-19 15:21:39.134960
Poor
Yes
Rarely
Condo
3,107
1,186,930
29
Female
60,983
Married
1
Bachelor's
Unemployed
25.724597
Suburban
Comprehensive
0
15
447
6
2023-08-22 15:21:39.254678
Average
No
Daily
Condo
669
1,186,931
44
Female
13,791
Single
4
Master's
Self-Employed
41.812754
Urban
Basic
null
15
767
7
2020-10-08 15:21:39.271453
Good
Yes
Weekly
Condo
431
1,186,932
20
Male
null
Married
4
High School
null
14.923842
Rural
Premium
0
13
440
5
2020-09-08 15:21:39.134960
Average
No
Rarely
Condo
1,848
1,186,933
18
Female
13,995
Divorced
3
Bachelor's
Self-Employed
11.719101
Suburban
Premium
1
17
739
1
2023-03-30 15:21:39.134960
Good
No
Daily
Condo
1,739
1,186,934
58
Male
28,215
Divorced
null
PhD
Employed
34.405417
Urban
Basic
0
14
628
5
2024-07-13 15:21:39.214388
null
Yes
Weekly
Apartment
871
1,186,935
21
Female
39,902
Married
0
Bachelor's
Unemployed
22.696679
Rural
Premium
0
14
591
6
2021-01-18 15:21:39.226954
Poor
No
Weekly
Condo
1,837
1,186,936
35
Male
35,498
Single
3
PhD
Self-Employed
null
Rural
Premium
0
7
656
1
2021-04-16 15:21:39.267454
Average
Yes
Weekly
Condo
1,289
1,186,937
24
Female
42,494
Single
3
Master's
Self-Employed
16.362798
Suburban
Comprehensive
0
17
748
7
2023-05-11 15:21:39.172097
Average
Yes
Monthly
House
855
1,186,938
22
Female
28,950
Divorced
1
High School
Self-Employed
36.394978
Suburban
Basic
1
3
null
4
2022-07-30 15:21:39.208842
null
Yes
Weekly
House
486
1,186,939
55
Female
73,941
Divorced
2
PhD
null
34.44854
Rural
Comprehensive
null
19
504
4
2022-12-24 15:21:39.259788
Poor
No
Daily
Apartment
215
1,186,940
50
Female
64,471
Divorced
1
Master's
Self-Employed
24.160796
Rural
Basic
0
8
563
8
2023-09-03 15:21:39.123711
Good
Yes
Monthly
Condo
115
1,186,941
38
Male
5,030
Married
0
Master's
null
14.745724
Rural
Basic
2
19
613
3
2020-10-18 15:21:39.252145
null
No
Daily
Condo
784
1,186,942
51
Female
null
Married
3
Master's
null
22.492879
Rural
Premium
1
2
407
2
2023-04-24 15:21:39.131192
Poor
Yes
Monthly
Condo
1,228
1,186,943
33
Male
2,876
Married
1
Bachelor's
Employed
38.261606
Urban
Comprehensive
null
6
null
4
2020-06-02 15:21:39.186212
null
No
Daily
Condo
35
1,186,944
34
Female
18,297
Single
null
Master's
Self-Employed
43.120848
Rural
Comprehensive
2
15
704
1
2023-11-27 15:21:39.190215
Poor
Yes
Rarely
House
33
1,186,945
37
Male
47,648
Divorced
4
PhD
Employed
38.869301
Suburban
Basic
2
7
625
8
2021-04-07 15:21:39.237118
Poor
No
Daily
Condo
326
1,186,946
42
Male
null
Married
null
Bachelor's
Employed
40.073653
Suburban
Basic
1
12
506
4
2022-05-25 15:21:39.261856
Poor
Yes
Daily
Condo
2,266
1,186,947
26
Female
22,704
Divorced
null
PhD
Employed
20.050027
Urban
Comprehensive
2
2
474
3
2022-06-09 15:21:39.121169
Average
No
Monthly
Apartment
2,155
1,186,948
43
Male
5,089
null
3
Master's
Self-Employed
34.484499
Urban
Premium
2
19
689
9
2020-03-22 15:21:39.122134
Good
Yes
Weekly
Apartment
939
1,186,949
45
Male
21,795
Married
0
Bachelor's
Self-Employed
28.383156
Urban
Basic
2
7
796
8
2021-04-26 15:21:39.248098
Good
No
Weekly
Condo
1,759
1,186,950
54
Female
3,432
Married
4
Master's
Employed
36.395026
Urban
Premium
3
15
685
2
2019-11-03 15:21:39.123711
Poor
No
Monthly
Apartment
478
1,186,951
20
Male
26,655
Single
3
PhD
Unemployed
39.637277
Suburban
Basic
0
19
714
2
2020-04-28 15:21:39.094752
Poor
No
Daily
Condo
867
1,186,952
43
Female
5,903
Single
2
Master's
Self-Employed
16.283339
Rural
Comprehensive
0
8
533
8
2024-02-16 15:21:39.282785
Poor
Yes
Daily
House
1,750
1,186,953
57
Male
6,879
Single
2
Bachelor's
null
25.067427
Suburban
Premium
0
3
838
2
2020-06-07 15:21:39.188220
Poor
No
Monthly
Apartment
2,427
1,186,954
47
Female
44,025
Single
4
Master's
Employed
24.516465
Rural
Basic
null
2
647
4
2020-03-01 15:21:39.237118
Average
No
Rarely
House
440
1,186,955
34
Female
11,817
Married
3
High School
Self-Employed
13.687899
Suburban
Comprehensive
null
18
609
7
2019-12-31 15:21:39.155231
Good
No
Monthly
Apartment
823
1,186,956
40
Male
16,450
Divorced
4
PhD
Self-Employed
12.914562
Rural
Basic
null
15
719
4
2023-04-28 15:21:39.200452
Poor
No
Daily
Condo
1,059
1,186,957
23
Female
46,232
Married
0
High School
Employed
36.048215
Rural
Comprehensive
1
3
653
9
2021-07-01 15:21:39.237118
Average
Yes
Rarely
Apartment
742
1,186,958
52
Male
43,429
Married
3
Bachelor's
Self-Employed
10.989024
Urban
Comprehensive
null
12
677
3
2020-06-04 15:21:39.264504
Average
No
Daily
Condo
3,074
1,186,959
31
Female
4,054
Married
1
Master's
Employed
27.696585
Rural
Premium
null
8
318
8
2024-08-13 15:21:39.155231
Good
Yes
Daily
Apartment
1,133
1,186,960
53
Female
24,376
Single
4
Bachelor's
Unemployed
25.569202
Urban
Comprehensive
1
16
null
1
2022-02-19 15:21:39.237118
Poor
No
Rarely
Condo
111
1,186,961
53
Female
23,015
Single
0
PhD
Self-Employed
30.759966
Rural
Premium
null
9
766
8
2024-02-02 15:21:39.182597
Good
Yes
Weekly
Condo
593
1,186,962
63
Female
70,882
Divorced
3
Master's
Self-Employed
31.484549
Suburban
Comprehensive
null
12
745
5
2023-09-25 15:21:39.134960
Average
No
Monthly
Condo
227
1,186,963
32
Female
1,345
Divorced
2
Bachelor's
null
22.858889
Rural
Comprehensive
1
1
692
3
2020-01-10 15:21:39.087123
Average
No
Monthly
House
434
1,186,964
58
Female
38,699
Single
3
High School
Self-Employed
24.769892
Rural
Premium
null
2
689
2
2021-03-29 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,805
1,186,965
23
Male
55,939
Divorced
4
Master's
null
11.919015
Rural
Basic
0
3
691
2
2022-12-31 15:21:39.273973
Average
No
Daily
House
100
1,186,966
34
Male
729
Married
null
Master's
Employed
34.868798
Suburban
Premium
0
3
578
7
2022-02-11 15:21:39.173834
Good
No
Monthly
House
2,553
1,186,967
23
Male
14,071
Single
0
PhD
Self-Employed
36.140892
Rural
Basic
2
18
741
7
2024-04-07 15:21:39.174719
Good
Yes
Rarely
Apartment
833
1,186,968
52
Female
5,902
Single
3
Bachelor's
Employed
45.486974
Rural
Comprehensive
1
0
790
6
2024-05-03 15:21:39.134960
Poor
No
Weekly
House
1,204
1,186,969
59
Male
142,683
Married
2
PhD
Unemployed
17.299427
Urban
Comprehensive
3
18
388
4
2024-08-12 15:21:39.281787
Average
No
Rarely
Condo
1,799
1,186,970
54
Female
81,981
Single
null
Master's
Employed
28.482309
Urban
Premium
2
12
434
9
2020-10-01 15:21:39.151732
Good
No
Monthly
Apartment
2,210
1,186,971
60
Male
487
Married
3
High School
Unemployed
30.517939
Urban
Basic
null
5
653
5
2023-03-07 15:21:39.237118
null
Yes
Daily
Apartment
2,060
1,186,972
64
Female
36,550
Single
3
High School
null
26.898784
Urban
Basic
0
9
468
2
2023-10-17 15:21:39.180553
Good
Yes
Daily
Condo
657
1,186,973
44
Female
null
Divorced
0
PhD
null
35.924642
Urban
Basic
1
0
372
5
2022-04-05 15:21:39.155231
Average
Yes
Monthly
Apartment
882
1,186,974
30
Female
37,466
Divorced
2
Bachelor's
Self-Employed
27.858156
Rural
Premium
1
8
null
1
2022-11-22 15:21:39.193945
Good
Yes
Rarely
Condo
23
1,186,975
31
Male
7,082
Divorced
3
Bachelor's
Unemployed
10.936968
Urban
Comprehensive
2
4
836
8
2022-01-17 15:21:39.166062
Average
No
Monthly
Apartment
1,411
1,186,976
27
Male
13,983
Divorced
4
Master's
Self-Employed
19.697863
Suburban
Basic
1
7
null
2
2021-10-15 15:21:39.123711
Average
Yes
Weekly
House
442
1,186,977
45
Male
47,233
Divorced
1
Bachelor's
Unemployed
null
Rural
Comprehensive
null
3
456
5
2021-03-23 15:21:39.244069
Good
No
Weekly
Apartment
964
1,186,978
24
Male
51,669
Married
null
PhD
Unemployed
27.959124
Suburban
Comprehensive
1
17
751
6
2021-06-24 15:21:39.082499
Good
Yes
Monthly
House
391
1,186,979
58
Female
1,338
Married
1
Bachelor's
null
14.83438
Urban
Basic
1
3
352
4
2023-10-07 15:21:39.245086
Poor
Yes
Monthly
Apartment
769
1,186,980
46
Male
3,425
Divorced
0
Bachelor's
Unemployed
28.072817
Urban
Comprehensive
null
10
388
5
2020-09-16 15:21:39.193945
Average
No
Daily
Condo
2,559
1,186,981
58
Female
18,561
Divorced
0
Bachelor's
null
18.066681
Suburban
Basic
0
6
598
6
2021-12-16 15:21:39.088124
Poor
Yes
Daily
Apartment
489
1,186,982
36
Female
36,853
Married
4
PhD
Employed
51.081022
Urban
Premium
0
18
565
4
2022-05-07 15:21:39.191219
Good
No
Weekly
Apartment
3,532
1,186,983
34
Female
59,860
Single
3
Bachelor's
null
20.730313
Suburban
Comprehensive
null
8
692
6
2022-06-08 15:21:39.096739
Poor
Yes
Weekly
House
174
1,186,984
31
Male
28,606
Married
0
High School
Unemployed
38.624644
Urban
Comprehensive
1
9
368
8
2020-04-09 15:21:39.194829
Good
No
Daily
Condo
1,321
1,186,985
37
Female
30,429
Single
3
PhD
Self-Employed
12.82755
Suburban
Basic
1
15
null
1
2022-06-22 15:21:39.206847
Poor
No
Weekly
Apartment
691
1,186,986
57
Female
10,086
Divorced
3
Bachelor's
Employed
12.074183
Rural
Comprehensive
null
9
549
8
2022-06-07 15:21:39.191219
null
No
Weekly
House
48
1,186,987
19
Female
14,634
Divorced
4
Bachelor's
Unemployed
35.948131
Suburban
Basic
1
3
562
3
2023-11-27 15:21:39.155231
Good
No
Monthly
Condo
695
1,186,988
21
Male
1,347
null
0
Master's
null
18.791207
Suburban
Basic
null
8
691
6
2022-03-09 15:21:39.237118
Poor
Yes
Rarely
House
1,194
1,186,989
59
Male
4,553
Divorced
2
Bachelor's
null
14.759215
Suburban
Premium
2
10
769
5
2020-01-29 15:21:39.244069
null
No
Daily
House
1,383
1,186,990
34
Male
27,665
Divorced
4
Master's
Employed
22.997578
Rural
Premium
null
1
742
9
2023-02-18 15:21:39.206847
Poor
No
Rarely
Condo
569
1,186,991
54
Female
64,883
Divorced
3
High School
Employed
13.357738
Urban
Basic
null
17
453
8
2021-07-11 15:21:39.113566
Poor
Yes
Monthly
Condo
1,215
1,186,992
47
Female
3,613
Married
1
Master's
Unemployed
9.186065
Urban
Comprehensive
0
2
439
4
2023-07-01 15:21:39.125660
Good
Yes
Weekly
Condo
933
1,186,993
49
Male
null
Single
4
High School
Unemployed
32.776428
Urban
Premium
null
19
676
2
2024-01-29 15:21:39.279729
Good
Yes
Rarely
Condo
155
1,186,994
null
Male
5,871
Divorced
1
PhD
Unemployed
37.934271
Suburban
Basic
null
0
790
3
2021-02-02 15:21:39.134960
Poor
Yes
Rarely
House
1,027
1,186,995
41
Male
27,442
Married
2
Bachelor's
Employed
44.398932
Urban
Basic
null
15
425
8
2023-07-10 15:21:39.084065
Poor
Yes
Rarely
Apartment
1,737
1,186,996
39
Male
18,021
Divorced
2
Master's
null
46.923164
Rural
Premium
null
14
749
7
2021-09-29 15:21:39.155231
Good
Yes
Daily
Apartment
180
1,186,997
18
Female
29,056
Single
1
Master's
null
17.822117
Suburban
Premium
0
10
547
5
2020-08-30 15:21:39.155231
Poor
No
Weekly
Apartment
1,640
1,186,998
55
Male
25,862
Married
0
High School
Self-Employed
38.691337
Urban
Premium
null
8
352
5
2019-09-12 15:21:39.254678
null
Yes
Daily
Condo
1,838
1,186,999
46
Male
44,769
Single
3
Master's
Unemployed
38.869251
Suburban
Comprehensive
null
9
731
7
2020-12-22 15:21:39.155231
Poor
Yes
Daily
Apartment
946