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
1,185,900
null
Male
2,472
Married
1
PhD
null
47.228718
Suburban
Basic
1
9
464
1
2021-10-25 15:21:39.132191
Good
No
Daily
House
151
1,185,901
38
Male
53,316
Married
4
Bachelor's
Employed
21.828741
Rural
Basic
1
8
849
5
2023-12-14 15:21:39.247098
Poor
Yes
Monthly
Apartment
121
1,185,902
35
Female
43,463
Married
4
Master's
null
10.818274
Suburban
Premium
1
19
null
9
2023-10-10 15:21:39.270454
Good
No
Rarely
House
1,179
1,185,903
32
Male
20,571
Married
4
Master's
Unemployed
7.413823
Urban
Basic
null
6
791
7
2024-05-30 15:21:39.121169
Poor
No
Weekly
Apartment
1,403
1,185,904
64
Female
63,541
Divorced
3
High School
Unemployed
31.752544
Suburban
Basic
0
10
313
6
2021-04-25 15:21:39.246098
Poor
No
Monthly
Condo
49
1,185,905
39
Male
26,581
Married
3
Bachelor's
null
40.990461
Suburban
Basic
null
17
511
1
2024-02-13 15:21:39.091080
Average
No
Rarely
Apartment
2,096
1,185,906
50
Female
26,962
Single
4
High School
Self-Employed
20.450063
Rural
Basic
null
1
644
3
2020-04-14 15:21:39.271453
Average
Yes
Daily
House
446
1,185,907
63
Male
926
Married
2
Master's
null
15.709565
Rural
Comprehensive
4
16
813
8
2021-04-09 15:21:39.193945
Average
No
Weekly
Apartment
2,560
1,185,908
54
Male
26,809
Divorced
0
PhD
null
15.241809
Urban
Premium
0
3
469
9
2024-02-23 15:21:39.261856
Poor
Yes
Rarely
Apartment
611
1,185,909
42
Female
17,781
Married
4
Master's
null
48.979203
Rural
Premium
1
15
null
9
2022-02-05 15:21:39.237118
Good
No
Rarely
Apartment
393
1,185,910
33
Male
4,845
Divorced
3
High School
Self-Employed
33.959603
Suburban
Premium
0
10
653
4
2021-10-06 15:21:39.147735
Poor
Yes
Weekly
House
25
1,185,911
62
Male
36,504
Divorced
3
High School
Unemployed
20.271473
Rural
Comprehensive
1
19
null
1
2022-08-16 15:21:39.279729
Average
No
Daily
Apartment
532
1,185,912
33
Male
93,392
Divorced
4
Bachelor's
Employed
14.638696
Urban
Comprehensive
null
12
453
4
2021-01-29 15:21:39.131192
Poor
No
Rarely
Condo
434
1,185,913
25
Female
6,054
Single
4
High School
Unemployed
13.676963
Urban
Basic
0
4
464
1
2021-10-16 15:21:39.092127
Poor
Yes
Weekly
House
837
1,185,914
20
Male
73,851
Divorced
0
Bachelor's
Unemployed
16.965198
Suburban
Comprehensive
null
0
834
8
2024-07-10 15:21:39.086123
Average
Yes
Weekly
Condo
417
1,185,915
59
Male
24,894
Single
1
Master's
null
10.065703
Rural
Premium
null
19
573
6
2021-04-25 15:21:39.259788
Average
Yes
Daily
Condo
20
1,185,916
22
Female
34,374
Single
0
Master's
null
18.817363
Rural
Basic
2
0
null
2
2023-02-13 15:21:39.210805
null
Yes
Monthly
Apartment
1,258
1,185,917
57
Male
16,891
Divorced
0
Master's
Unemployed
25.926784
Suburban
Basic
1
2
null
8
2021-04-08 15:21:39.155231
Poor
No
Weekly
Apartment
3,098
1,185,918
18
Female
508
Single
3
High School
Self-Employed
17.122374
Rural
Comprehensive
0
0
null
1
2021-10-22 15:21:39.087123
Average
No
Daily
Condo
24
1,185,919
35
Male
1,495
Divorced
2
PhD
Self-Employed
null
Urban
Comprehensive
2
17
746
7
2023-07-01 15:21:39.134960
Average
No
Weekly
Condo
26
1,185,920
34
Male
17,001
Divorced
3
PhD
null
30.786769
Urban
Comprehensive
1
0
485
3
2022-10-13 15:21:39.104139
Good
Yes
Rarely
Apartment
518
1,185,921
30
Male
10,444
Married
3
High School
null
39.903126
Urban
Basic
1
14
843
5
2023-11-13 15:21:39.126661
Average
No
Rarely
House
2,133
1,185,922
48
Male
23,982
Single
1
Master's
Unemployed
35.90826
Urban
Premium
0
0
534
9
2024-04-14 15:21:39.145732
Average
Yes
Daily
Condo
1,049
1,185,923
46
Female
21,881
Married
3
PhD
Employed
20.814495
Suburban
Comprehensive
2
18
null
6
2023-04-05 15:21:39.088124
Poor
No
Monthly
House
1,355
1,185,924
64
Female
71,694
Divorced
2
Bachelor's
Self-Employed
30.867457
Rural
Basic
null
1
424
5
2024-07-12 15:21:39.134960
Poor
No
Daily
House
2,063
1,185,925
58
Female
21,845
Divorced
4
Bachelor's
Self-Employed
8.554575
Rural
Comprehensive
null
19
502
4
2022-03-20 15:21:39.193945
Average
No
Monthly
House
686
1,185,926
35
Male
72,526
Divorced
null
PhD
Self-Employed
47.66489
Suburban
Comprehensive
2
3
821
5
2023-04-10 15:21:39.206847
Good
No
Rarely
Condo
369
1,185,927
61
Male
20,467
Divorced
3
High School
null
20.170593
Rural
Comprehensive
0
16
731
8
2021-03-25 15:21:39.208842
Poor
No
Rarely
House
1,198
1,185,928
62
Male
93,336
Single
4
Master's
Unemployed
43.994626
Suburban
Premium
2
6
722
9
2023-02-04 15:21:39.125660
Average
Yes
Daily
Condo
425
1,185,929
19
Female
12,058
Divorced
4
Master's
Unemployed
23.936225
Rural
Premium
1
11
642
4
2021-01-05 15:21:39.237118
Average
Yes
Weekly
Apartment
893
1,185,930
51
Female
3,436
Single
1
PhD
Unemployed
19.908299
Suburban
Basic
0
18
null
3
2021-01-30 15:21:39.084065
Good
Yes
Monthly
Apartment
2,219
1,185,931
39
Male
20,223
Married
null
Master's
Unemployed
5.817358
Suburban
Basic
1
4
363
7
2023-05-03 15:21:39.147735
Good
No
Weekly
Apartment
526
1,185,932
42
Female
17,095
Married
4
Master's
Self-Employed
12.13779
Urban
Basic
null
5
null
6
2024-02-07 15:21:39.285112
Good
Yes
Daily
Apartment
1,438
1,185,933
39
Male
56,819
null
1
Bachelor's
null
33.007538
Urban
Premium
null
4
494
4
2023-08-27 15:21:39.248098
Poor
Yes
Monthly
House
2,054
1,185,934
63
Male
null
Married
3
Master's
Self-Employed
13.372434
Suburban
Premium
5
3
656
1
2021-05-12 15:21:39.194829
Good
Yes
Monthly
Condo
4,042
1,185,935
33
Male
21,452
Divorced
1
PhD
Employed
14.873283
Urban
Basic
1
4
821
8
2019-09-20 15:21:39.233998
Poor
No
Daily
Condo
3,341
1,185,936
52
Male
28,215
Married
2
Bachelor's
Unemployed
30.966114
Urban
Basic
null
12
514
9
2022-07-02 15:21:39.155231
Average
No
Daily
House
518
1,185,937
37
Male
18,096
Married
3
Master's
null
23.619532
Rural
Premium
0
1
658
4
2020-06-04 15:21:39.107553
Average
No
Weekly
Condo
2,816
1,185,938
41
Male
44,920
Married
1
Bachelor's
null
31.717158
Rural
Premium
null
3
839
6
2024-03-31 15:21:39.097737
Poor
No
Daily
Apartment
2,586
1,185,939
61
Female
104,953
Divorced
4
Bachelor's
Employed
50.817088
Urban
Basic
1
6
691
1
2021-08-10 15:21:39.134960
Average
Yes
Daily
Apartment
149
1,185,940
53
Male
3,719
Divorced
2
High School
Unemployed
17.90422
Rural
Basic
2
15
723
9
2021-06-07 15:21:39.155231
Average
No
Rarely
House
1,405
1,185,941
54
Male
9,512
Married
1
High School
null
17.317615
Rural
Premium
0
4
null
9
2022-10-09 15:21:39.204790
null
No
Rarely
Condo
1,302
1,185,942
null
Male
122,465
Divorced
3
Master's
Self-Employed
33.389925
Urban
Comprehensive
1
1
439
3
2021-09-30 15:21:39.259788
Average
No
Weekly
House
1,409
1,185,943
18
Male
4,968
Married
3
PhD
Employed
12.097184
Urban
Comprehensive
2
0
361
2
2022-07-26 15:21:39.112553
Average
Yes
Weekly
Condo
2,686
1,185,944
46
Male
24,083
Divorced
null
PhD
Unemployed
20.743138
Urban
Comprehensive
1
18
445
4
2022-08-15 15:21:39.279729
Good
Yes
Rarely
House
570
1,185,945
63
Male
35,668
Divorced
2
PhD
null
25.358719
Rural
Comprehensive
null
13
484
7
2021-04-28 15:21:39.174719
Average
No
Daily
Condo
843
1,185,946
30
Female
93,921
Married
1
High School
Self-Employed
34.577566
Suburban
Premium
0
9
434
8
2021-03-17 15:21:39.083497
Good
No
Rarely
Condo
488
1,185,947
45
Male
20,797
Single
1
Master's
Self-Employed
12.098689
Rural
Premium
null
12
745
4
2022-03-30 15:21:39.098696
Poor
No
Weekly
Condo
3,166
1,185,948
63
Female
23,604
Divorced
0
PhD
Self-Employed
8.294415
Suburban
Comprehensive
2
0
633
8
2023-07-07 15:21:39.086123
Good
No
Weekly
Condo
519
1,185,949
53
Female
9,556
Single
2
Master's
Self-Employed
27.125064
Urban
Comprehensive
0
13
390
4
2020-12-18 15:21:39.283783
Average
No
Daily
Apartment
885
1,185,950
45
Female
26,833
Divorced
1
PhD
null
40.811193
Rural
Premium
0
11
749
3
2020-10-05 15:21:39.250151
Poor
No
Daily
Condo
326
1,185,951
36
Female
7,565
Divorced
3
Bachelor's
null
5.657755
Rural
Basic
null
4
667
8
2021-03-21 15:21:39.282785
Average
No
Daily
Condo
1,745
1,185,952
48
Male
55,935
Married
null
PhD
Unemployed
42.844477
Rural
Comprehensive
null
18
479
3
2022-02-24 15:21:39.266452
Poor
No
Monthly
Apartment
394
1,185,953
23
Female
61,395
Single
1
Bachelor's
Self-Employed
10.918116
Urban
Comprehensive
0
17
361
6
2020-11-23 15:21:39.202448
Average
No
Monthly
Condo
945
1,185,954
32
Male
3,572
Divorced
3
PhD
Unemployed
27.527358
Suburban
Basic
null
11
844
5
2022-08-22 15:21:39.172097
Poor
Yes
Weekly
House
3,461
1,185,955
30
Male
4,987
Divorced
1
Master's
null
15.184773
Urban
Basic
null
8
797
3
2023-09-11 15:21:39.128286
null
Yes
Rarely
Apartment
1,391
1,185,956
35
Male
18,092
Married
0
PhD
Employed
38.589471
Urban
Premium
2
4
null
7
2020-04-14 15:21:39.271453
Average
Yes
Weekly
House
815
1,185,957
50
Female
43,712
Divorced
4
PhD
Self-Employed
20.822606
Urban
Basic
1
5
734
3
2020-05-19 15:21:39.094752
Average
No
Rarely
House
649
1,185,958
19
Male
27,575
Married
2
Master's
null
6.481994
Rural
Premium
0
8
null
3
2022-05-24 15:21:39.147735
Average
No
Daily
Apartment
318
1,185,959
47
Female
1,398
Married
3
High School
null
null
Suburban
Premium
2
11
544
8
2022-01-16 15:21:39.237118
Poor
No
Rarely
Condo
511
1,185,960
60
Male
27,382
Married
1
PhD
Self-Employed
11.884859
Suburban
Basic
null
13
528
1
2023-05-07 15:21:39.259788
Average
Yes
Weekly
Apartment
1,431
1,185,961
61
Male
null
Divorced
1
Master's
Employed
17.926694
Urban
Comprehensive
null
17
370
7
2021-08-15 15:21:39.181605
Good
Yes
Weekly
Condo
311
1,185,962
30
Female
4,875
Single
1
Bachelor's
Unemployed
13.694611
Suburban
Premium
null
6
551
8
2020-11-22 15:21:39.272456
Average
Yes
Rarely
Apartment
128
1,185,963
23
Male
null
Married
4
High School
Self-Employed
38.706815
Rural
Basic
null
0
622
1
2023-04-12 15:21:39.237118
Average
No
Weekly
Condo
119
1,185,964
53
Female
1,217
Married
3
High School
Self-Employed
34.547369
Suburban
Comprehensive
null
19
424
8
2022-02-05 15:21:39.096739
Poor
Yes
Weekly
Condo
463
1,185,965
41
Male
31,008
Divorced
1
PhD
null
3.903269
Urban
Comprehensive
1
17
704
7
2020-12-15 15:21:39.185215
Poor
No
Monthly
House
1,206
1,185,966
47
Male
31,990
Single
1
High School
null
34.834907
Suburban
Comprehensive
0
12
842
9
2020-05-16 15:21:39.155231
Good
Yes
Rarely
Condo
513
1,185,967
44
Female
88,924
Married
4
Master's
Unemployed
49.869402
Suburban
Comprehensive
1
8
456
2
2021-04-28 15:21:39.155231
Average
No
Monthly
Condo
629
1,185,968
30
Female
null
Married
2
High School
Self-Employed
8.173091
Suburban
Basic
0
1
null
8
2020-12-08 15:21:39.134960
null
Yes
Daily
Apartment
2,126
1,185,969
38
Male
62,366
Married
3
PhD
Employed
37.814793
Suburban
Comprehensive
2
9
361
9
2020-07-21 15:21:39.131192
Average
Yes
Daily
House
1,236
1,185,970
58
Female
31,857
Single
null
High School
null
28.819165
Suburban
Premium
1
11
302
8
2024-02-18 15:21:39.126661
Poor
Yes
Rarely
Condo
1,025
1,185,971
46
Male
1,003
Married
0
Master's
Employed
29.869662
Rural
Premium
null
6
null
2
2023-11-28 15:21:39.255696
Average
No
Daily
Condo
434
1,185,972
32
Female
1,853
Divorced
2
High School
Self-Employed
29.165531
Suburban
Comprehensive
1
5
403
2
2020-01-20 15:21:39.290098
Poor
Yes
Monthly
House
261
1,185,973
61
Female
15,459
Single
1
PhD
Self-Employed
33.188341
Suburban
Basic
null
16
704
1
2021-01-18 15:21:39.248098
Average
No
Rarely
Apartment
3,858
1,185,974
30
Female
3,243
Single
3
Master's
Unemployed
21.845191
Rural
Comprehensive
1
10
468
8
2024-04-25 15:21:39.237118
Average
No
Monthly
House
2,103
1,185,975
52
Male
26,296
Divorced
null
Master's
Employed
5.56765
Urban
Premium
null
12
639
8
2020-02-07 15:21:39.089116
Poor
Yes
Weekly
Apartment
801
1,185,976
19
Female
14,891
Married
1
Master's
Employed
19.086465
Urban
Basic
null
8
731
2
2022-06-27 15:21:39.226954
Good
Yes
Monthly
Condo
1,193
1,185,977
48
Male
16,751
Single
2
Master's
null
47.234715
Rural
Basic
0
2
576
6
2021-02-10 15:21:39.155231
Good
Yes
Weekly
Apartment
806
1,185,978
59
Male
5,098
Single
0
High School
Unemployed
16.14483
Suburban
Comprehensive
2
9
379
2
2022-07-21 15:21:39.281787
Poor
Yes
Monthly
Condo
1,040
1,185,979
50
Female
4,546
Divorced
4
Master's
Unemployed
13.891798
Rural
Basic
1
10
null
3
2024-02-21 15:21:39.274993
Good
No
Rarely
Apartment
2,414
1,185,980
32
Male
1,804
Married
4
High School
null
28.811404
Urban
Premium
3
12
645
3
2023-10-21 15:21:39.258696
Average
Yes
Weekly
Apartment
726
1,185,981
32
Male
23,015
Married
0
PhD
null
35.896739
Urban
Basic
1
3
464
9
2021-08-10 15:21:39.188220
Good
No
Weekly
Condo
1,237
1,185,982
38
Male
2,390
Divorced
3
High School
Unemployed
22.826261
Suburban
Basic
null
6
null
4
2022-05-22 15:21:39.261856
Average
No
Daily
House
27
1,185,983
25
Female
64,723
Single
0
High School
Self-Employed
45.536519
Rural
Comprehensive
2
19
382
3
2019-12-26 15:21:39.274993
Good
Yes
Weekly
Condo
382
1,185,984
20
Male
70,743
Single
3
Bachelor's
Employed
35.164728
Rural
Premium
2
13
848
1
2023-03-08 15:21:39.088124
Average
No
Weekly
Apartment
295
1,185,985
33
Male
34,013
Divorced
3
Bachelor's
null
18.843305
Suburban
Premium
0
13
345
8
2019-10-23 15:21:39.112553
null
No
Weekly
Condo
1,245
1,185,986
51
Male
44,374
Single
3
Bachelor's
Self-Employed
28.168068
Suburban
Comprehensive
null
1
null
5
2022-05-10 15:21:39.152732
Average
Yes
Rarely
Condo
558
1,185,987
58
Male
14,077
Married
1
PhD
Employed
18.879203
Urban
Comprehensive
1
14
616
1
2021-06-25 15:21:39.091080
Poor
No
Rarely
Condo
548
1,185,988
47
Male
17,882
Single
0
High School
Self-Employed
33.4844
Rural
Basic
0
14
395
8
2024-06-19 15:21:39.200452
Poor
Yes
Monthly
Apartment
2,131
1,185,989
39
Female
6,074
Married
0
Bachelor's
Self-Employed
29.823678
Rural
Comprehensive
null
1
624
4
2020-05-03 15:21:39.233998
Average
Yes
Weekly
Apartment
1,491
1,185,990
59
Male
50,354
Divorced
null
Master's
Self-Employed
39.161935
Urban
Premium
3
9
647
9
2023-10-17 15:21:39.194829
Poor
No
Monthly
House
146
1,185,991
30
Male
61,780
Divorced
2
PhD
Self-Employed
20.597902
Rural
Premium
1
18
424
4
2022-01-08 15:21:39.251142
Average
No
Weekly
Condo
933
1,185,992
60
Female
15,983
Single
2
High School
Employed
49.966184
Rural
Basic
null
12
582
2
2023-06-12 15:21:39.222387
Good
Yes
Daily
Apartment
1,213
1,185,993
59
Male
17,883
Married
1
PhD
Employed
22.060469
Urban
Basic
0
11
476
6
2021-09-01 15:21:39.164044
Good
No
Rarely
Condo
497
1,185,994
34
Male
16,787
Married
0
High School
Self-Employed
26.051946
Rural
Basic
2
8
581
6
2020-06-22 15:21:39.289099
Average
No
Weekly
Apartment
749
1,185,995
39
Male
3,094
Divorced
null
Master's
null
8.490989
Rural
Comprehensive
2
4
549
8
2023-08-07 15:21:39.236064
Poor
Yes
Daily
Apartment
807
1,185,996
26
Male
15,886
Single
1
PhD
Self-Employed
10.816471
Urban
Premium
1
15
710
7
2020-04-06 15:21:39.260856
Good
Yes
Rarely
House
801
1,185,997
42
Female
628
Married
3
Master's
Unemployed
42.326719
Suburban
Premium
2
6
784
2
2020-10-08 15:21:39.207847
Good
Yes
Weekly
Condo
1,107
1,185,998
25
Male
11,178
Divorced
0
High School
Unemployed
35.79892
Suburban
Comprehensive
null
5
602
7
2023-05-18 15:21:39.225916
Average
No
Rarely
House
101
1,185,999
51
Female
516
Divorced
4
PhD
Self-Employed
37.320183
Urban
Premium
0
18
668
9
2024-05-16 15:21:39.177724
Average
Yes
Daily
Condo
2,031