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
15,900
42
Male
12,086
Single
3
PhD
null
17.861859
Suburban
Comprehensive
0
14
628
7
2020-11-24 15:21:39.134960
Poor
Yes
Weekly
Apartment
654
15,901
23
Male
20,292
Divorced
2
Bachelor's
null
31.715603
Suburban
Premium
2
6
459
8
2022-11-18 15:21:39.191219
Average
Yes
Weekly
House
573
15,902
58
Female
16,124
Divorced
null
PhD
null
44.16351
Urban
Premium
null
19
819
8
2023-07-09 15:21:39.171102
null
Yes
Daily
Apartment
591
15,903
43
Female
718
Single
0
Bachelor's
Employed
null
Urban
Premium
1
17
774
3
2021-01-15 15:21:39.145732
null
No
Weekly
House
992
15,904
48
Female
5,902
Single
1
Bachelor's
Self-Employed
9.955254
Urban
Comprehensive
null
19
693
5
2023-10-30 15:21:39.087123
Good
Yes
Rarely
Condo
747
15,905
33
Male
3,094
Single
4
PhD
null
12.539082
Rural
Premium
null
12
463
9
2020-11-25 15:21:39.108562
Average
Yes
Monthly
Condo
724
15,906
35
Female
388
Single
3
Master's
Employed
16.545529
Urban
Comprehensive
0
14
402
3
2022-06-22 15:21:39.285112
Average
No
Weekly
Apartment
1,646
15,907
33
Male
44,690
Divorced
null
PhD
Unemployed
2.304572
Urban
Comprehensive
0
3
null
2
2023-11-15 15:21:39.086123
Good
No
Daily
House
2,194
15,908
37
Female
15,641
Single
3
PhD
Self-Employed
17.440199
Suburban
Premium
null
17
517
9
2020-06-11 15:21:39.122134
null
Yes
Rarely
Condo
1,040
15,909
55
Female
3,925
Married
null
Master's
Unemployed
46.099247
Rural
Premium
2
18
452
3
2020-01-02 15:21:39.260856
Poor
No
Monthly
Apartment
495
15,910
64
Female
70,581
Married
4
Master's
Unemployed
11.923892
Urban
Basic
1
8
440
1
2023-12-13 15:21:39.098696
Good
No
Daily
House
152
15,911
46
Male
6,976
Married
4
Master's
Employed
20.826189
Urban
Premium
1
1
445
2
2020-03-02 15:21:39.226954
Good
Yes
Weekly
Condo
574
15,912
26
Female
12,073
Married
1
PhD
Unemployed
26.715848
Suburban
Comprehensive
null
3
676
3
2023-01-19 15:21:39.254678
Poor
Yes
Weekly
House
2,763
15,913
28
Male
19,941
Married
3
PhD
null
40.096993
Urban
Premium
0
19
590
8
2024-06-03 15:21:39.102694
Poor
No
Daily
House
1,147
15,914
48
Male
5,837
Married
2
Master's
null
17.633947
Urban
Premium
1
0
382
6
2019-08-25 15:21:39.089116
Good
No
Rarely
Condo
2,044
15,915
50
Female
18,452
Single
null
High School
Employed
22.296887
Suburban
Comprehensive
2
5
347
7
2021-04-12 15:21:39.155231
Average
No
Weekly
House
1,143
15,916
32
Female
2,456
Single
0
High School
Unemployed
23.923014
Rural
Premium
1
1
null
8
2022-04-11 15:21:39.249100
Good
No
Weekly
Apartment
4,058
15,917
39
Male
86,162
Married
4
Master's
null
46.518745
Rural
Premium
2
2
776
8
2020-03-19 15:21:39.090124
Good
No
Monthly
House
2,271
15,918
63
Female
67,871
Divorced
0
High School
null
51.769602
Rural
Basic
1
10
699
3
2020-08-27 15:21:39.094752
Poor
No
Weekly
Apartment
912
15,919
49
Male
62,543
Married
null
PhD
null
18.569164
Suburban
Premium
1
2
638
3
2024-02-18 15:21:39.092127
Poor
No
Weekly
Apartment
155
15,920
27
Male
113,689
Married
3
High School
Employed
23.520312
Rural
Basic
null
6
743
3
2023-06-03 15:21:39.104139
Average
No
Weekly
Condo
48
15,921
59
Female
19,619
Single
0
High School
Unemployed
27.947871
Suburban
Basic
null
18
656
2
2020-12-29 15:21:39.106582
Poor
No
Rarely
Apartment
1,432
15,922
23
Male
595
Single
4
High School
Unemployed
4.639312
Urban
Comprehensive
3
12
554
9
2023-11-01 15:21:39.172097
Average
No
Rarely
House
1,288
15,923
32
Female
127,164
Divorced
3
Bachelor's
Employed
31.907469
Suburban
Basic
null
8
350
8
2022-11-25 15:21:39.096739
Poor
No
Monthly
Apartment
350
15,924
45
Male
23,169
Married
null
Master's
Self-Employed
21.857217
Rural
Premium
1
2
585
1
2022-06-20 15:21:39.233998
Average
No
Monthly
House
1,405
15,925
46
Female
38,219
Divorced
1
PhD
Employed
33.869357
Urban
Premium
0
1
844
2
2022-01-17 15:21:39.146733
Poor
Yes
Weekly
Apartment
428
15,926
57
Male
24,388
Single
2
Bachelor's
null
20.848175
Urban
Comprehensive
null
6
746
7
2020-05-09 15:21:39.171102
Average
Yes
Daily
Apartment
1,066
15,927
23
Male
394
Single
3
Bachelor's
null
26.777911
Suburban
Basic
null
10
799
6
2021-08-07 15:21:39.096739
Poor
Yes
Daily
Condo
2,069
15,928
38
Male
35,240
Married
3
Bachelor's
Employed
19.186714
Urban
Premium
0
6
null
9
2019-11-19 15:21:39.213373
Poor
Yes
Rarely
House
1,764
15,929
28
Female
15,776
Single
0
Master's
Unemployed
22.693423
Urban
Comprehensive
null
3
581
5
2021-08-07 15:21:39.087123
Poor
No
Weekly
House
2,503
15,930
34
Male
3,423
Divorced
0
PhD
Unemployed
30.352311
Rural
Basic
3
9
588
4
2020-05-24 15:21:39.088124
Poor
Yes
Daily
Condo
861
15,931
39
Female
1,415
Single
4
High School
Self-Employed
23.123594
Rural
Comprehensive
1
2
669
9
2024-02-24 15:21:39.272456
Average
No
Weekly
Condo
29
15,932
62
Male
13,963
Divorced
0
PhD
null
28.876322
Suburban
Comprehensive
2
16
null
8
2021-05-10 15:21:39.108562
Good
Yes
Weekly
House
811
15,933
32
Female
17,863
Divorced
0
Bachelor's
null
23.986628
Suburban
Premium
2
5
588
7
2021-06-19 15:21:39.246098
Good
Yes
Rarely
House
990
15,934
19
Male
38,380
Single
2
High School
Employed
21.824846
Urban
Comprehensive
null
18
720
4
2022-10-03 15:21:39.256696
Poor
Yes
Weekly
Apartment
1,277
15,935
23
Male
16,086
Single
null
High School
Unemployed
9.487527
Urban
Basic
0
14
688
9
2022-01-17 15:21:39.087123
Poor
Yes
Weekly
Condo
898
15,936
37
Male
4,701
Divorced
2
High School
Self-Employed
32.134614
Rural
Basic
1
6
517
1
2022-12-30 15:21:39.102694
null
Yes
Weekly
Condo
1,616
15,937
37
Female
22,941
Married
3
Bachelor's
null
21.123036
Urban
Basic
null
10
null
6
2020-04-08 15:21:39.222387
Poor
Yes
Daily
Apartment
1,356
15,938
21
Female
1,324
Single
null
Master's
Unemployed
27.527487
Rural
Premium
2
5
665
2
2022-05-24 15:21:39.134960
Poor
No
Daily
Apartment
706
15,939
59
Male
87,507
Married
0
PhD
Employed
18.739777
Suburban
Comprehensive
null
10
531
7
2021-07-05 15:21:39.155231
Good
Yes
Rarely
Condo
112
15,940
45
Male
45,754
Married
0
Bachelor's
Self-Employed
43.844717
Rural
Basic
1
5
843
3
2020-04-11 15:21:39.170099
Poor
No
Weekly
Condo
566
15,941
50
Male
1,045
Single
3
High School
Self-Employed
6.824161
Suburban
Comprehensive
2
5
731
5
2022-12-30 15:21:39.254678
Average
Yes
Rarely
House
1,042
15,942
45
Female
64,530
Married
0
Bachelor's
Unemployed
21.937331
Rural
Basic
1
5
737
5
2022-03-21 15:21:39.134960
Average
Yes
Rarely
Apartment
394
15,943
58
Male
93,989
Married
4
Bachelor's
Employed
25.44905
Urban
Comprehensive
1
3
750
2
2021-03-30 15:21:39.210805
Poor
No
Monthly
Apartment
166
15,944
23
Male
45,970
Married
3
Master's
Employed
null
Urban
Basic
null
11
454
2
2021-04-09 15:21:39.230483
Average
Yes
Rarely
House
708
15,945
51
Male
62,949
Divorced
1
Master's
null
49.151698
Suburban
Premium
0
14
459
6
2021-01-19 15:21:39.134960
Poor
Yes
Daily
Condo
1,336
15,946
null
Male
3,789
Divorced
3
Master's
null
11.740566
Urban
Premium
1
9
703
9
2023-02-11 15:21:39.188220
Average
Yes
Daily
Apartment
3,104
15,947
53
Female
52,239
Married
4
Bachelor's
Self-Employed
22.794737
Suburban
Premium
1
4
322
1
2022-11-15 15:21:39.134960
Poor
Yes
Monthly
House
627
15,948
47
Male
14,093
null
1
Master's
Unemployed
10.090764
Urban
Basic
2
8
735
8
2021-04-12 15:21:39.279729
Good
Yes
Rarely
Condo
1,089
15,949
64
Female
38,614
Divorced
0
Bachelor's
Unemployed
36.670079
Urban
Comprehensive
null
14
567
2
2024-03-08 15:21:39.223901
Good
No
Weekly
Condo
431
15,950
33
Male
44,533
Single
0
Bachelor's
Self-Employed
20.927481
Urban
Basic
0
3
661
7
2020-11-09 15:21:39.134960
Poor
No
Monthly
House
74
15,951
39
Female
113,766
Divorced
null
PhD
Self-Employed
45.039707
Suburban
Comprehensive
0
11
369
1
2024-01-30 15:21:39.285112
Average
No
Monthly
Apartment
75
15,952
52
Female
71,832
Single
3
PhD
Unemployed
7.094522
Urban
Comprehensive
1
5
430
6
2019-11-13 15:21:39.134960
Average
No
Rarely
Condo
831
15,953
39
Female
44,793
Divorced
4
Bachelor's
Self-Employed
31.906312
Urban
Premium
3
10
459
2
2023-07-16 15:21:39.228521
Average
No
Rarely
House
1,432
15,954
60
Female
36,509
Divorced
2
Bachelor's
Employed
16.704484
Urban
Basic
null
6
555
8
2020-01-07 15:21:39.247098
Poor
No
Weekly
House
1,981
15,955
49
Female
82,360
Married
4
Bachelor's
Self-Employed
null
Urban
Comprehensive
0
15
489
4
2022-12-01 15:21:39.155231
Average
No
Weekly
House
1,293
15,956
31
Male
9,078
Married
1
High School
Employed
17.233038
Rural
Premium
null
10
742
5
2020-11-28 15:21:39.285112
Average
Yes
Daily
Condo
817
15,957
62
Female
3,698
Married
4
Bachelor's
null
26.583397
Suburban
Premium
0
7
494
1
2023-02-12 15:21:39.171102
Good
Yes
Daily
House
463
15,958
52
Male
2,398
Married
2
Bachelor's
Employed
17.965345
Suburban
Basic
0
10
745
2
2021-10-28 15:21:39.085129
Poor
Yes
Daily
Apartment
321
15,959
18
Male
24,299
Married
3
High School
Employed
39.69877
Rural
Premium
1
3
642
1
2020-01-24 15:21:39.134960
Good
Yes
Monthly
Condo
1,098
15,960
19
Female
4,057
Divorced
0
High School
Employed
19.897001
Urban
Comprehensive
2
3
567
3
2023-06-06 15:21:39.268507
Poor
Yes
Rarely
House
562
15,961
54
Male
4,824
Married
2
PhD
null
22.447622
Rural
Comprehensive
1
16
null
3
2023-08-07 15:21:39.225916
Average
No
Daily
Apartment
2,061
15,962
59
Female
39,644
Divorced
3
PhD
null
26.784094
Suburban
Comprehensive
2
4
682
7
2021-06-03 15:21:39.155231
Average
No
Daily
Apartment
861
15,963
29
Female
85,922
Divorced
3
PhD
Employed
27.064987
Rural
Basic
null
16
429
7
2023-02-23 15:21:39.231531
Good
No
Monthly
Condo
650
15,964
27
Male
26,351
Single
1
High School
Self-Employed
21.737011
Urban
Premium
0
4
757
2
2022-07-31 15:21:39.155231
Average
No
Rarely
House
1,308
15,965
62
Male
26,163
Divorced
4
Bachelor's
null
26.874239
Rural
Basic
0
16
574
1
2023-10-02 15:21:39.289099
null
Yes
Daily
Apartment
1,966
15,966
63
Female
48,430
Single
4
Bachelor's
null
30.59476
Rural
Comprehensive
null
1
null
8
2023-03-31 15:21:39.119168
Good
No
Rarely
Condo
262
15,967
44
Female
123,376
Divorced
2
High School
Employed
23.241146
Suburban
Premium
1
4
653
1
2019-12-30 15:21:39.098696
Good
Yes
Daily
Apartment
112
15,968
28
Female
62,776
Divorced
2
High School
Unemployed
43.04862
Urban
Comprehensive
null
1
346
5
2021-09-09 15:21:39.274993
Poor
Yes
Weekly
Condo
1,067
15,969
43
Male
46,338
Single
1
Bachelor's
null
15.390696
Urban
Comprehensive
null
1
646
8
2020-11-10 15:21:39.213373
Average
Yes
Monthly
Apartment
507
15,970
34
Male
null
Single
1
PhD
Employed
42.226857
Urban
Basic
1
12
562
4
2023-09-28 15:21:39.166062
Poor
No
Weekly
Apartment
274
15,971
20
Female
56,490
Divorced
0
Bachelor's
Self-Employed
30.753518
Rural
Premium
1
9
null
2
2023-01-02 15:21:39.271453
null
Yes
Monthly
Condo
26
15,972
57
Female
83,332
Married
1
PhD
null
43.814901
Urban
Premium
null
13
455
9
2019-11-26 15:21:39.260856
Good
No
Daily
Condo
558
15,973
null
Male
2,486
Single
null
Bachelor's
Employed
50.719019
Suburban
Premium
3
10
607
7
2021-11-04 15:21:39.232526
Average
No
Rarely
House
725
15,974
20
Female
447
Single
3
PhD
Employed
30.836852
Urban
Comprehensive
1
1
459
4
2022-07-13 15:21:39.172097
Good
Yes
Rarely
Condo
1,583
15,975
19
Male
18,300
Married
1
PhD
null
34.153339
Urban
Comprehensive
1
18
813
7
2020-12-24 15:21:39.148733
Average
No
Rarely
Condo
526
15,976
33
Female
1,206
Single
0
Bachelor's
Unemployed
9.247038
Suburban
Premium
0
12
816
2
2022-03-22 15:21:39.270454
null
No
Rarely
Condo
2,380
15,977
32
Female
133,030
Divorced
null
Master's
null
41.274096
Suburban
Comprehensive
0
19
430
3
2023-01-21 15:21:39.204790
Average
No
Monthly
House
668
15,978
26
Male
56,591
Single
4
Master's
Self-Employed
17.415926
Rural
Basic
2
5
580
2
2021-12-19 15:21:39.268507
Poor
No
Weekly
Condo
1,963
15,979
29
Female
16,962
Single
2
High School
Self-Employed
19.849412
Urban
Comprehensive
null
13
null
9
2022-02-12 15:21:39.237118
Average
No
Weekly
House
466
15,980
44
Female
838
Divorced
2
Bachelor's
Unemployed
38.964983
Urban
Comprehensive
2
3
null
2
2023-10-19 15:21:39.237118
Average
Yes
Weekly
House
1,042
15,981
25
Male
3,903
Single
3
Bachelor's
Employed
33.457577
Rural
Comprehensive
1
16
742
7
2021-09-16 15:21:39.207847
Good
No
Daily
Apartment
422
15,982
42
Male
84,425
Single
2
PhD
Employed
27.798565
Suburban
Basic
1
1
624
8
2020-01-13 15:21:39.155231
Average
Yes
Weekly
House
110
15,983
19
Male
47,645
Divorced
3
High School
null
30.04955
Urban
Premium
null
5
302
8
2023-08-22 15:21:39.250151
Average
Yes
Weekly
Apartment
1,851
15,984
24
Male
49,266
Single
2
PhD
Employed
34.23902
Suburban
Basic
0
14
829
7
2020-03-14 15:21:39.133866
Good
No
Monthly
Condo
49
15,985
44
Female
40,203
Married
3
High School
Self-Employed
27.293513
Urban
Comprehensive
null
3
847
8
2022-08-25 15:21:39.134960
null
No
Rarely
House
2,672
15,986
34
Male
38,961
Single
0
PhD
Self-Employed
17.164901
Suburban
Premium
0
18
743
7
2023-12-31 15:21:39.181605
Poor
Yes
Monthly
Condo
717
15,987
48
Male
73,896
Married
0
PhD
Self-Employed
39.237517
Rural
Comprehensive
null
11
397
3
2020-10-14 15:21:39.170099
null
No
Daily
Condo
472
15,988
23
Female
15,962
Divorced
2
High School
Self-Employed
27.936362
Rural
Premium
null
5
721
1
2020-10-07 15:21:39.134960
Poor
No
Weekly
House
1,879
15,989
53
Male
35,880
Married
3
High School
Self-Employed
45.58928
Urban
Premium
1
10
639
4
2022-02-07 15:21:39.209847
Poor
No
Daily
House
1,739
15,990
53
Female
24,863
Divorced
2
Bachelor's
null
28.992837
Suburban
Premium
1
19
590
2
2021-01-19 15:21:39.254678
Average
Yes
Monthly
House
759
15,991
20
Female
5,034
Divorced
4
PhD
Employed
14.939127
Suburban
Basic
1
4
515
7
2022-12-14 15:21:39.155231
Good
No
Monthly
House
928
15,992
20
Female
26,961
null
2
Bachelor's
Employed
12.676713
Urban
Premium
1
15
515
1
2023-03-11 15:21:39.186212
Good
No
Rarely
Apartment
1,584
15,993
38
Female
null
Single
2
Master's
Self-Employed
51.857219
Rural
Basic
1
12
391
8
2019-09-18 15:21:39.245086
Poor
No
Rarely
Apartment
441
15,994
20
Male
6,814
Single
1
Bachelor's
null
19.611602
Rural
Comprehensive
2
10
532
2
2022-05-23 15:21:39.132191
Good
Yes
Rarely
Apartment
557
15,995
37
Male
39,716
Single
4
High School
Unemployed
21.002376
Rural
Basic
2
3
634
8
2021-06-08 15:21:39.102694
Good
Yes
Weekly
House
923
15,996
64
Male
5,319
Married
3
Master's
Employed
5.07761
Rural
Premium
1
0
624
3
2020-12-15 15:21:39.134960
null
Yes
Daily
Apartment
677
15,997
40
Male
40,378
Single
3
High School
Unemployed
14.638429
Suburban
Comprehensive
1
15
584
7
2023-09-10 15:21:39.281787
Poor
Yes
Rarely
Apartment
1,023
15,998
45
Female
65,951
Divorced
3
PhD
null
24.955351
Rural
Comprehensive
null
0
330
7
2021-06-05 15:21:39.237118
Average
Yes
Weekly
Apartment
1,404
15,999
54
Male
131,119
Divorced
2
PhD
Self-Employed
12.99105
Urban
Comprehensive
0
11
555
3
2019-09-17 15:21:39.112553
Average
Yes
Rarely
Condo
2,950