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
1,170,900
51
Male
68,079
Married
2
PhD
Employed
31.92265
Urban
Basic
null
1
397
9
2019-11-16 15:21:39.191219
Average
No
Weekly
House
1,207
1,170,901
28
Female
10,892
Married
4
Master's
Unemployed
45.958894
Suburban
Premium
0
15
566
4
2020-07-11 15:21:39.180553
Poor
No
Daily
Condo
871
1,170,902
41
Female
25,754
Married
3
Master's
Unemployed
33.458056
Suburban
Basic
2
2
766
8
2021-07-18 15:21:39.086123
Poor
Yes
Daily
Condo
2,732
1,170,903
19
Male
6,874
Divorced
2
Master's
Self-Employed
16.933471
Rural
Comprehensive
0
0
349
8
2019-09-20 15:21:39.097737
Average
No
Daily
Condo
1,459
1,170,904
55
Male
134,874
Married
2
Bachelor's
Employed
20.817705
Urban
Premium
null
4
327
4
2024-04-20 15:21:39.237118
Average
No
Weekly
House
4,408
1,170,905
24
Male
null
Married
4
PhD
Unemployed
30.248401
Urban
Premium
1
2
407
7
2022-12-02 15:21:39.087123
Average
No
Daily
Apartment
489
1,170,906
52
Male
48,296
Divorced
4
High School
null
37.066773
Suburban
Basic
2
17
783
9
2024-01-24 15:21:39.155231
Poor
No
Weekly
Condo
331
1,170,907
29
Male
6,935
Single
1
PhD
null
15.098333
Rural
Comprehensive
0
9
643
6
2021-05-04 15:21:39.264504
Poor
No
Weekly
House
813
1,170,908
32
Female
45,699
Married
3
Master's
Self-Employed
16.097495
Suburban
Comprehensive
null
1
842
7
2021-03-06 15:21:39.259788
Poor
Yes
Daily
Condo
1,456
1,170,909
30
Male
838
Single
2
Bachelor's
null
18.965907
Rural
Comprehensive
1
6
776
6
2021-07-07 15:21:39.248098
Poor
No
Monthly
House
2,548
1,170,910
56
Female
10,838
Single
2
High School
Unemployed
21.805512
Rural
Comprehensive
3
0
571
8
2024-04-28 15:21:39.170099
Good
No
Weekly
House
132
1,170,911
44
Male
4,571
Married
2
High School
Unemployed
46.610639
Rural
Comprehensive
1
17
707
7
2020-03-11 15:21:39.226954
Good
Yes
Weekly
House
108
1,170,912
24
Male
9,071
Divorced
2
Bachelor's
Unemployed
19.824993
Suburban
Basic
null
18
787
8
2024-04-01 15:21:39.155231
Poor
Yes
Rarely
Condo
616
1,170,913
37
Female
114,555
Married
1
Master's
Self-Employed
22.235656
Rural
Premium
2
2
310
4
2022-01-07 15:21:39.237118
Average
Yes
Rarely
Condo
981
1,170,914
22
Female
909
Single
1
Bachelor's
Unemployed
24.939587
Urban
Premium
1
6
432
2
2022-10-07 15:21:39.134960
Good
No
Daily
House
270
1,170,915
47
Male
74,889
Divorced
0
High School
Self-Employed
8.628529
Suburban
Basic
3
7
672
2
2021-09-28 15:21:39.245086
null
Yes
Weekly
Apartment
29
1,170,916
23
Male
null
Single
2
PhD
null
3.67388
Rural
Basic
null
8
397
8
2024-08-13 15:21:39.130190
Average
No
Rarely
Apartment
169
1,170,917
18
Male
3,095
Divorced
2
High School
Self-Employed
14.812337
Rural
Comprehensive
null
13
690
9
2022-05-19 15:21:39.155231
Average
No
Monthly
Condo
2,397
1,170,918
32
Male
46,213
Divorced
1
High School
null
29.121751
Suburban
Basic
2
1
609
5
2023-12-05 15:21:39.134960
Average
No
Daily
House
627
1,170,919
null
Female
36,566
Single
4
PhD
Self-Employed
40.847762
Urban
Premium
null
15
635
2
2022-03-26 15:21:39.170099
Poor
Yes
Monthly
Apartment
841
1,170,920
44
Male
122,070
Single
1
PhD
null
17.298569
Rural
Basic
null
1
438
9
2021-03-26 15:21:39.205850
Poor
Yes
Weekly
Apartment
1,092
1,170,921
31
Female
3,925
Married
4
Master's
null
15.084628
Urban
Premium
2
10
521
2
2023-03-31 15:21:39.155231
Good
No
Monthly
House
816
1,170,922
null
Male
3,153
Divorced
0
PhD
Self-Employed
6.268331
Rural
Comprehensive
0
14
466
7
2021-01-22 15:21:39.204790
Average
Yes
Monthly
House
2,144
1,170,923
43
Female
45,674
Single
2
High School
Unemployed
5.594437
Rural
Comprehensive
3
9
398
8
2023-04-15 15:21:39.224915
Poor
Yes
Rarely
House
1,797
1,170,924
57
Male
44,936
Single
4
Bachelor's
Employed
49.234544
Urban
Basic
null
4
569
4
2022-07-09 15:21:39.274993
Poor
No
Monthly
House
1,072
1,170,925
36
Female
4,974
Single
1
Master's
Employed
45.295327
Suburban
Comprehensive
2
0
727
3
2021-05-28 15:21:39.282785
Good
No
Daily
House
497
1,170,926
42
Female
6,938
Divorced
1
Master's
Unemployed
36.185093
Suburban
Basic
0
15
761
2
2023-01-25 15:21:39.088124
Poor
Yes
Weekly
House
963
1,170,927
24
Male
131,757
Married
1
Bachelor's
null
12.132517
Suburban
Premium
0
4
493
3
2023-02-08 15:21:39.086123
Average
Yes
Rarely
House
3,196
1,170,928
21
Female
6,056
Single
1
Bachelor's
null
36.958307
Suburban
Premium
1
11
579
5
2021-12-19 15:21:39.204790
Good
Yes
Weekly
House
484
1,170,929
64
Female
5,821
Single
null
Master's
Employed
42.583049
Urban
Basic
0
15
736
1
2021-08-16 15:21:39.126661
Average
No
Monthly
House
962
1,170,930
38
Male
85,579
Married
3
Master's
Self-Employed
15.015913
Suburban
Premium
0
2
437
1
2023-12-17 15:21:39.126661
Good
No
Monthly
Apartment
25
1,170,931
62
Male
22,147
Married
2
High School
Self-Employed
12.096924
Suburban
Comprehensive
null
18
413
8
2020-06-10 15:21:39.271453
Poor
No
Rarely
Condo
1,368
1,170,932
55
Female
null
Married
null
High School
Self-Employed
41.779788
Suburban
Comprehensive
1
15
595
4
2023-04-23 15:21:39.155231
Average
Yes
Daily
House
133
1,170,933
55
Male
7,877
Married
2
PhD
null
23.265601
Suburban
Basic
null
9
null
7
2021-04-10 15:21:39.257696
Poor
Yes
Monthly
Condo
2,975
1,170,934
23
Male
29,062
Married
2
Master's
null
42.66277
Rural
Basic
2
5
820
4
2020-10-05 15:21:39.265513
null
Yes
Weekly
Apartment
523
1,170,935
24
Female
27,863
Divorced
1
Bachelor's
Unemployed
37.759022
Rural
Basic
null
3
767
7
2023-01-13 15:21:39.134960
Good
Yes
Monthly
House
1,061
1,170,936
18
Male
7,077
Divorced
0
Master's
Unemployed
28.416412
Rural
Comprehensive
null
19
null
8
2022-10-13 15:21:39.261856
Good
No
Daily
Apartment
609
1,170,937
62
Male
14,081
Single
null
High School
Unemployed
9.519626
Suburban
Premium
0
8
591
8
2019-10-23 15:21:39.181605
Average
No
Daily
House
1,156
1,170,938
58
Female
43,979
Single
2
Master's
Self-Employed
null
Rural
Premium
1
13
526
8
2023-04-30 15:21:39.210805
Good
Yes
Monthly
House
857
1,170,939
35
Female
1,430
Married
4
High School
Self-Employed
10.086365
Suburban
Basic
0
1
478
1
2019-11-25 15:21:39.134960
Poor
No
Daily
House
519
1,170,940
47
Female
4,962
Married
3
High School
Unemployed
18.275065
Urban
Premium
1
5
471
7
2023-03-17 15:21:39.087123
Good
No
Weekly
Apartment
1,419
1,170,941
62
Male
32,317
Married
0
PhD
Employed
38.90795
Urban
Comprehensive
2
3
788
7
2020-02-20 15:21:39.148733
Average
Yes
Weekly
House
656
1,170,942
33
Male
46,125
Married
2
PhD
Self-Employed
14.759215
Suburban
Premium
1
11
604
9
2020-07-27 15:21:39.155231
Average
Yes
Weekly
Apartment
668
1,170,943
51
Male
null
Married
null
Master's
null
20.985849
Rural
Comprehensive
null
17
475
3
2019-11-18 15:21:39.244069
Average
Yes
Monthly
Apartment
195
1,170,944
21
Male
null
Married
0
PhD
null
25.016905
Urban
Premium
null
1
311
5
2021-09-03 15:21:39.194829
Poor
No
Daily
Condo
603
1,170,945
49
Male
2,398
Divorced
null
High School
Employed
null
Suburban
Comprehensive
1
2
null
5
2023-09-17 15:21:39.231531
Poor
Yes
Weekly
House
582
1,170,946
null
Male
2,441
Married
0
High School
Self-Employed
null
Suburban
Comprehensive
2
1
677
8
2023-04-08 15:21:39.114118
Average
No
Rarely
Condo
3,166
1,170,947
22
Female
76,756
Married
4
High School
Unemployed
26.348215
Rural
Comprehensive
0
12
379
5
2020-05-29 15:21:39.205850
Good
No
Monthly
Condo
549
1,170,948
53
Male
24,172
Married
1
High School
Self-Employed
22.337426
Suburban
Basic
1
11
745
2
2022-02-25 15:21:39.081504
null
No
Monthly
House
1,513
1,170,949
64
Male
10,190
Single
3
High School
null
18.00471
Suburban
Comprehensive
1
7
704
7
2024-02-20 15:21:39.205850
null
Yes
Rarely
House
1,012
1,170,950
31
Male
3,880
Married
2
Bachelor's
Employed
9.903709
Urban
Comprehensive
null
7
424
9
2021-06-17 15:21:39.190215
Poor
Yes
Rarely
Condo
1,198
1,170,951
52
Female
2,658
Divorced
0
PhD
Self-Employed
null
Rural
Basic
2
12
656
2
2022-08-18 15:21:39.087123
Poor
No
Weekly
Condo
939
1,170,952
41
Female
51,901
Married
4
High School
Self-Employed
18.414628
Rural
Comprehensive
null
19
636
3
2024-05-14 15:21:39.134960
Poor
Yes
Weekly
House
130
1,170,953
58
Female
102,255
Divorced
3
High School
Employed
28.52705
Urban
Comprehensive
0
11
407
6
2021-07-15 15:21:39.132191
null
Yes
Rarely
House
1,239
1,170,954
20
Female
23,152
Married
2
High School
null
36.637238
Rural
Premium
null
9
617
4
2022-05-31 15:21:39.093681
Poor
No
Rarely
House
498
1,170,955
38
Male
2,876
Married
1
High School
Unemployed
34.9474
Rural
Comprehensive
0
6
647
6
2021-07-29 15:21:39.196387
Good
Yes
Monthly
Condo
2,621
1,170,956
29
Female
23,829
Married
null
PhD
Self-Employed
33.560745
Urban
Premium
3
18
657
4
2024-04-13 15:21:39.149731
Average
Yes
Rarely
House
1,382
1,170,957
20
Female
28,215
Married
3
Bachelor's
Unemployed
19.697784
Urban
Basic
1
11
720
8
2019-11-09 15:21:39.220389
Poor
Yes
Monthly
House
1,669
1,170,958
null
Female
3,686
Single
3
Master's
null
22.929056
Urban
Basic
null
13
null
2
2021-05-19 15:21:39.276901
null
No
Daily
Condo
447
1,170,959
64
Female
6,630
Divorced
4
High School
Self-Employed
15.764236
Rural
Basic
null
14
null
9
2024-08-09 15:21:39.144722
Average
No
Daily
Condo
3,264
1,170,960
61
Male
8,179
Married
0
High School
Employed
35.689692
Urban
Comprehensive
0
10
723
1
2023-01-02 15:21:39.280784
Poor
No
Daily
Apartment
2,410
1,170,961
50
Female
null
Married
2
High School
Unemployed
32.889746
Rural
Comprehensive
0
19
null
1
2019-09-07 15:21:39.257696
Poor
No
Daily
Apartment
194
1,170,962
59
Female
14,061
Single
0
PhD
Employed
33.482989
Urban
Basic
1
14
690
8
2022-12-15 15:21:39.192212
Poor
Yes
Daily
Apartment
1,795
1,170,963
62
Female
28,868
Divorced
4
Master's
null
40.973804
Suburban
Premium
0
0
559
2
2023-01-01 15:21:39.143708
Poor
Yes
Daily
Apartment
742
1,170,964
null
Female
1,807
Divorced
1
Bachelor's
Unemployed
13.652404
Urban
Comprehensive
1
6
597
3
2020-05-11 15:21:39.110557
null
Yes
Rarely
Condo
619
1,170,965
36
Male
33,754
Single
2
Master's
null
23.919483
Rural
Premium
1
11
521
4
2021-11-18 15:21:39.183598
Average
No
Weekly
Condo
1,325
1,170,966
37
Male
null
Single
4
Master's
null
38.250162
Suburban
Premium
0
0
null
8
2020-05-03 15:21:39.173834
Average
Yes
Daily
Apartment
234
1,170,967
24
Female
669
Single
3
Bachelor's
null
10.822761
Urban
Premium
2
2
583
8
2020-04-14 15:21:39.222387
Good
No
Weekly
Condo
699
1,170,968
53
Male
36,303
Married
2
PhD
Self-Employed
35.602437
Rural
Premium
null
17
442
3
2023-08-12 15:21:39.146733
Good
No
Rarely
House
4,068
1,170,969
27
Male
1,135
Divorced
0
High School
null
6.803665
Suburban
Premium
null
9
null
7
2023-01-29 15:21:39.226954
Good
No
Daily
Apartment
30
1,170,970
26
Female
24,654
Divorced
2
High School
Unemployed
20.055536
Rural
Premium
null
12
687
6
2024-04-12 15:21:39.252145
Good
No
Weekly
Condo
1,587
1,170,971
53
Male
82,739
Single
2
Master's
Employed
9.720119
Urban
Premium
null
1
302
7
2024-08-03 15:21:39.101733
Average
Yes
Monthly
House
294
1,170,972
41
Male
7,748
Divorced
1
Master's
Employed
34.517935
Rural
Comprehensive
null
0
678
1
2024-06-04 15:21:39.225916
Poor
Yes
Monthly
Condo
1,658
1,170,973
21
Male
73,059
Divorced
4
High School
Self-Employed
12.553908
Rural
Comprehensive
1
18
393
9
2020-01-27 15:21:39.263607
null
No
Weekly
Condo
1,127
1,170,974
55
Female
50,634
Divorced
4
PhD
Self-Employed
33.476597
Rural
Comprehensive
4
10
495
6
2022-02-23 15:21:39.084065
Poor
No
Daily
Apartment
3,125
1,170,975
60
Female
13,117
Divorced
1
High School
Employed
16.270794
Rural
Comprehensive
1
16
null
3
2021-06-19 15:21:39.282785
Good
Yes
Monthly
Apartment
705
1,170,976
38
Female
11,986
Single
3
Bachelor's
Employed
29.654037
Suburban
Premium
null
8
null
9
2022-09-08 15:21:39.134960
Poor
Yes
Daily
Condo
659
1,170,977
30
Male
72,671
Married
3
Bachelor's
Unemployed
14.868182
Urban
Basic
0
5
431
2
2020-06-10 15:21:39.154008
Average
Yes
Daily
Condo
825
1,170,978
46
Female
30,861
Single
4
High School
Self-Employed
42.649815
Suburban
Comprehensive
1
19
586
2
2020-10-24 15:21:39.097737
Poor
Yes
Monthly
Apartment
714
1,170,979
28
Female
91,281
Divorced
3
High School
Unemployed
9.357049
Rural
Premium
2
19
578
2
2023-06-01 15:21:39.166062
Average
Yes
Weekly
Apartment
27
1,170,980
26
Male
24,224
Single
3
Bachelor's
Unemployed
null
Urban
Premium
1
9
678
3
2023-08-27 15:21:39.117183
Good
No
Weekly
House
1,132
1,170,981
64
Male
10,685
Single
3
Master's
null
15.926644
Rural
Basic
4
15
549
8
2020-04-30 15:21:39.268507
Average
No
Daily
Condo
184
1,170,982
60
Female
38,969
Married
4
Bachelor's
Self-Employed
26.533921
Urban
Comprehensive
2
17
793
2
2021-10-20 15:21:39.086123
Poor
Yes
Monthly
Condo
807
1,170,983
61
Female
5,879
Divorced
1
PhD
Self-Employed
36.68891
Rural
Basic
null
2
745
2
2020-03-20 15:21:39.150730
Good
No
Rarely
Apartment
3,475
1,170,984
47
Female
46,088
Married
1
Master's
Self-Employed
10.605588
Suburban
Premium
0
9
563
5
2023-09-22 15:21:39.237118
Good
Yes
Daily
Apartment
729
1,170,985
18
Female
515
Married
4
PhD
Employed
44.592869
Urban
Comprehensive
0
14
685
3
2022-01-12 15:21:39.123711
Average
Yes
Weekly
Condo
2,210
1,170,986
56
Female
61,805
Married
1
Bachelor's
null
16.154062
Rural
Basic
null
4
627
5
2019-12-25 15:21:39.256696
Poor
No
Daily
Apartment
421
1,170,987
28
Male
10,144
Divorced
null
High School
null
26.164724
Rural
Basic
null
16
null
7
2023-07-19 15:21:39.155231
Good
No
Rarely
House
981
1,170,988
55
Male
16,962
Divorced
0
PhD
null
43.717835
Rural
Basic
1
18
509
7
2020-05-22 15:21:39.126661
Good
No
Daily
Apartment
815
1,170,989
33
Female
29,115
Married
4
Master's
Employed
12.076498
Urban
Premium
0
14
713
8
2022-11-30 15:21:39.096739
Good
No
Rarely
House
1,411
1,170,990
58
Male
8,891
Divorced
3
Master's
Employed
16.933546
Rural
Premium
1
2
404
6
2022-08-29 15:21:39.263607
Good
No
Rarely
House
563
1,170,991
44
Male
44,607
Divorced
3
High School
null
39.938886
Urban
Basic
1
5
null
3
2024-08-05 15:21:39.089116
Poor
Yes
Monthly
House
473
1,170,992
49
Male
117,342
Single
3
Master's
null
7.890772
Suburban
Basic
1
6
487
7
2021-07-03 15:21:39.281787
Good
No
Rarely
Apartment
206
1,170,993
25
Female
23,110
Divorced
2
Bachelor's
Unemployed
39.790786
Suburban
Comprehensive
null
5
447
7
2022-12-30 15:21:39.197445
Good
Yes
Monthly
Condo
25
1,170,994
64
Male
18,096
Divorced
4
PhD
Self-Employed
28.867969
Urban
Premium
null
13
526
3
2022-01-18 15:21:39.134960
Poor
No
Daily
Apartment
563
1,170,995
31
Male
73,889
Divorced
4
Bachelor's
Employed
33.769078
Suburban
Basic
2
17
782
3
2022-08-21 15:21:39.285112
Poor
Yes
Weekly
House
75
1,170,996
44
Female
43,930
Married
2
PhD
null
25.865232
Rural
Comprehensive
1
19
526
1
2023-01-01 15:21:39.226954
Good
Yes
Daily
House
478
1,170,997
18
Female
623
Single
0
PhD
null
24.2656
Urban
Comprehensive
null
0
403
1
2024-07-24 15:21:39.134960
Average
No
Rarely
House
564
1,170,998
null
Female
34,350
Divorced
2
Master's
Unemployed
27.79864
Rural
Basic
null
16
811
8
2020-05-01 15:21:39.089116
Poor
No
Daily
Condo
797
1,170,999
57
Male
38,147
Married
4
Bachelor's
null
38.974381
Suburban
Premium
1
8
413
4
2023-09-14 15:21:39.285112
null
No
Daily
Condo
3,735