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
1,174,900
40
Female
42,799
Single
0
High School
null
11.958129
Rural
Premium
null
1
743
4
2022-10-29 15:21:39.251142
Average
No
Weekly
Apartment
721
1,174,901
63
Female
1,853
Single
1
Master's
Employed
null
Urban
Premium
0
6
555
2
2020-05-31 15:21:39.166062
Good
Yes
Weekly
House
557
1,174,902
52
Female
72,648
Divorced
3
PhD
Self-Employed
4.859792
Suburban
Basic
null
5
630
5
2020-09-04 15:21:39.194829
Good
Yes
Weekly
Apartment
3,974
1,174,903
24
Female
26,681
Divorced
null
High School
Self-Employed
30.083637
Rural
Premium
null
2
593
8
2022-05-07 15:21:39.155231
Poor
Yes
Daily
Condo
2,794
1,174,904
20
Female
61,646
Divorced
null
PhD
null
9.488844
Urban
Basic
null
1
644
1
2023-03-11 15:21:39.130190
Good
Yes
Daily
Apartment
45
1,174,905
59
Male
null
Divorced
0
High School
Unemployed
8.263868
Suburban
Comprehensive
0
11
725
5
2020-03-23 15:21:39.122134
Average
No
Rarely
Apartment
150
1,174,906
47
Male
24,862
Single
3
High School
Self-Employed
42.715827
Urban
Premium
null
14
509
3
2020-06-27 15:21:39.134960
Average
Yes
Daily
House
925
1,174,907
41
Male
null
Married
0
PhD
null
51.708939
Rural
Premium
null
7
718
9
2021-01-29 15:21:39.134960
Poor
No
Rarely
Condo
589
1,174,908
28
Female
null
Single
0
Bachelor's
Employed
9.798944
Urban
Comprehensive
2
7
843
4
2020-10-16 15:21:39.282785
Average
Yes
Weekly
Apartment
2,974
1,174,909
51
Female
126,169
Married
null
High School
Employed
8.69302
Urban
Basic
null
2
653
3
2020-08-22 15:21:39.181605
Average
No
Monthly
Apartment
115
1,174,910
30
Female
32,563
Single
4
Bachelor's
Unemployed
30.446694
Rural
Premium
0
9
624
7
2024-03-19 15:21:39.210805
Poor
Yes
Daily
House
539
1,174,911
29
Female
5,990
Married
1
High School
Unemployed
28.691493
Urban
Premium
0
7
653
6
2021-10-21 15:21:39.097737
Poor
Yes
Daily
House
763
1,174,912
59
Female
17,458
Divorced
3
PhD
null
15.161489
Rural
Basic
2
4
668
7
2024-05-27 15:21:39.185215
Good
No
Monthly
Apartment
962
1,174,913
39
Male
738
Married
3
Bachelor's
null
19.726924
Suburban
Premium
0
12
569
1
2022-09-08 15:21:39.126661
Good
No
Monthly
Condo
24
1,174,914
49
Male
5,718
Single
1
PhD
null
34.947349
Urban
Basic
null
0
647
9
2020-10-28 15:21:39.174719
Average
No
Daily
Condo
847
1,174,915
24
Female
60,507
Single
null
High School
Employed
44.793856
Urban
Comprehensive
4
12
728
6
2023-06-26 15:21:39.261856
Poor
No
Weekly
House
2,864
1,174,916
44
Male
6,058
Married
4
Master's
Employed
29.498761
Urban
Comprehensive
1
3
772
5
2021-10-03 15:21:39.081504
Good
Yes
Daily
Apartment
1,010
1,174,917
64
Female
5,535
Divorced
null
Bachelor's
Unemployed
51.880184
Rural
Premium
3
1
572
2
2020-10-01 15:21:39.144722
Good
Yes
Monthly
House
1,522
1,174,918
52
Female
70,878
Married
0
High School
null
19.898017
Suburban
Premium
1
7
629
7
2023-08-17 15:21:39.083497
Poor
No
Monthly
Condo
366
1,174,919
26
Male
7,981
Divorced
1
Bachelor's
null
49.834116
Rural
Comprehensive
0
10
571
5
2020-09-14 15:21:39.221386
Average
No
Rarely
Condo
2,076
1,174,920
23
Female
29,626
Single
3
Master's
null
27.812674
Rural
Premium
1
13
772
1
2024-01-07 15:21:39.134960
Poor
No
Monthly
Condo
881
1,174,921
60
Female
44,744
Single
0
Bachelor's
Unemployed
21.099533
Rural
Comprehensive
0
8
744
7
2022-08-30 15:21:39.148733
Poor
No
Rarely
Condo
1,419
1,174,922
21
Male
null
null
3
Master's
Unemployed
16.93766
Suburban
Comprehensive
null
17
472
9
2020-07-27 15:21:39.134960
Poor
Yes
Daily
House
1,836
1,174,923
null
Female
5,839
Single
null
Bachelor's
Self-Employed
null
Suburban
Basic
null
3
432
2
2022-01-03 15:21:39.278402
Good
Yes
Weekly
Apartment
823
1,174,924
44
Male
122,059
Single
2
High School
Self-Employed
51.128511
Suburban
Premium
2
11
526
5
2023-03-11 15:21:39.118178
Average
No
Weekly
House
541
1,174,925
34
Female
null
Married
3
High School
null
39.290111
Rural
Premium
1
10
581
9
2021-05-06 15:21:39.082499
Poor
No
Weekly
Apartment
119
1,174,926
42
Female
40,849
Divorced
2
Bachelor's
Employed
15.638651
Urban
Comprehensive
2
6
678
2
2019-10-20 15:21:39.121169
Average
No
Weekly
Condo
955
1,174,927
23
Female
29,279
Divorced
1
High School
null
5.643935
Rural
Comprehensive
null
19
577
2
2020-01-25 15:21:39.095696
Average
No
Daily
House
1,514
1,174,928
44
Male
18,175
Divorced
2
Master's
null
33.890333
Rural
Comprehensive
null
3
672
3
2022-08-22 15:21:39.282785
Good
No
Monthly
House
25
1,174,929
45
Female
2,979
Divorced
null
Master's
Unemployed
50.845786
Rural
Comprehensive
2
11
null
3
2023-02-27 15:21:39.283783
Poor
No
Monthly
Apartment
562
1,174,930
null
Male
12,693
Married
1
Master's
null
32.926607
Urban
Premium
0
15
564
3
2021-12-10 15:21:39.201446
Poor
No
Weekly
Condo
100
1,174,931
54
Male
29,226
Married
3
PhD
null
4.446517
Urban
Premium
0
0
746
2
2020-02-23 15:21:39.237118
Good
Yes
Weekly
Condo
492
1,174,932
44
Male
144,570
Divorced
1
PhD
Employed
23.681883
Rural
Comprehensive
null
14
774
4
2022-09-17 15:21:39.151732
Good
No
Monthly
Condo
336
1,174,933
25
Male
59,568
Married
2
PhD
null
6.013049
Suburban
Premium
2
15
436
9
2021-01-14 15:21:39.146733
Average
No
Daily
House
690
1,174,934
42
Male
79,947
Married
0
Bachelor's
Employed
30.818987
Rural
Premium
1
16
432
5
2023-12-01 15:21:39.231531
Average
Yes
Weekly
Condo
34
1,174,935
41
Female
11,551
Married
4
High School
Self-Employed
20.153845
Rural
Comprehensive
1
1
626
2
2023-05-19 15:21:39.216387
Average
Yes
Monthly
House
1,386
1,174,936
57
Male
56,977
Single
null
PhD
Employed
50.571072
Rural
Comprehensive
0
2
367
3
2021-03-28 15:21:39.086123
Average
No
Monthly
Apartment
1,605
1,174,937
47
Female
49,772
Married
3
Master's
Unemployed
36.331482
Urban
Basic
1
16
390
5
2021-09-05 15:21:39.177724
Average
Yes
Weekly
House
794
1,174,938
27
Male
null
Married
2
Master's
Unemployed
37.739241
Suburban
Basic
2
7
791
6
2019-11-29 15:21:39.274993
Average
Yes
Rarely
House
2,612
1,174,939
26
Female
736
Married
4
Master's
null
26.170004
Rural
Premium
1
9
731
4
2023-01-24 15:21:39.189223
null
No
Weekly
House
101
1,174,940
22
Male
11,980
Single
0
Bachelor's
Unemployed
15.051053
Suburban
Basic
1
0
590
7
2020-03-17 15:21:39.215386
Average
Yes
Monthly
Condo
1,269
1,174,941
38
Female
27,089
Divorced
4
PhD
Self-Employed
6.692069
Rural
Comprehensive
null
7
757
2
2023-05-09 15:21:39.206847
Average
Yes
Rarely
Condo
288
1,174,942
27
Male
26,891
Married
0
PhD
Self-Employed
19.617976
Rural
Basic
2
13
394
7
2022-02-09 15:21:39.180553
Poor
Yes
Monthly
House
664
1,174,943
40
Male
null
Divorced
1
Bachelor's
Unemployed
51.809313
Urban
Premium
0
10
769
4
2022-01-12 15:21:39.224915
Good
No
Weekly
Apartment
397
1,174,944
24
Female
11,631
Married
null
Master's
Self-Employed
25.276571
Urban
Premium
1
4
null
6
2020-03-21 15:21:39.237118
Poor
No
Monthly
Condo
2,444
1,174,945
59
Female
82,901
Divorced
3
Bachelor's
Self-Employed
34.879851
Rural
Basic
2
8
376
9
2020-10-18 15:21:39.134960
Average
Yes
Daily
House
1,505
1,174,946
53
Male
9,058
Married
1
Bachelor's
Self-Employed
37.509627
Suburban
Basic
1
10
683
5
2023-01-28 15:21:39.226954
Good
No
Daily
House
1,032
1,174,947
33
Female
2,865
Single
4
High School
Employed
48.04901
Suburban
Premium
2
4
778
8
2020-06-29 15:21:39.101733
Poor
Yes
Rarely
House
35
1,174,948
30
Male
9,185
Married
2
Master's
null
28.881407
Rural
Basic
0
12
772
5
2022-10-09 15:21:39.255696
Average
No
Monthly
House
953
1,174,949
41
Male
121,740
Divorced
4
Master's
Self-Employed
20.975927
Rural
Comprehensive
null
7
635
4
2019-10-09 15:21:39.288099
Good
No
Daily
House
356
1,174,950
62
Male
3,580
Divorced
null
Master's
Unemployed
21.444958
Rural
Basic
null
16
657
3
2021-12-26 15:21:39.086123
Good
No
Monthly
Condo
2,320
1,174,951
46
Female
15,319
Divorced
1
Bachelor's
null
38.64497
Suburban
Basic
1
15
430
2
2021-12-08 15:21:39.103944
Poor
Yes
Monthly
Apartment
511
1,174,952
27
Male
2,533
Married
4
High School
Unemployed
11.72251
Urban
Premium
2
14
731
6
2020-05-10 15:21:39.202448
Poor
Yes
Weekly
House
466
1,174,953
21
Female
23,891
Single
null
High School
Self-Employed
14.24568
Suburban
Basic
2
8
613
4
2020-02-15 15:21:39.114118
Good
Yes
Rarely
Condo
813
1,174,954
35
Female
72,300
Divorced
null
Bachelor's
Employed
10.393027
Suburban
Premium
1
18
381
8
2021-04-06 15:21:39.231531
Poor
No
Weekly
House
453
1,174,955
57
Male
29,365
Single
1
PhD
Unemployed
20.098587
Urban
Basic
null
3
343
3
2024-08-12 15:21:39.273973
Poor
No
Monthly
House
556
1,174,956
55
Female
25,720
Divorced
0
PhD
Self-Employed
null
Urban
Basic
2
12
509
7
2023-03-08 15:21:39.283783
Average
No
Monthly
House
1,310
1,174,957
54
Female
24,897
Divorced
4
High School
Unemployed
47.481804
Suburban
Basic
3
15
447
3
2024-07-20 15:21:39.237118
Average
No
Monthly
Apartment
2,122
1,174,958
22
Female
9,024
Married
3
Master's
null
23.634136
Rural
Basic
null
18
306
4
2023-07-20 15:21:39.169102
null
Yes
Daily
Apartment
501
1,174,959
35
Male
43,481
Divorced
3
Bachelor's
Self-Employed
41.449523
Rural
Basic
1
6
445
7
2020-03-18 15:21:39.166062
Poor
No
Daily
Apartment
250
1,174,960
21
Female
38,272
Divorced
1
Bachelor's
Self-Employed
15.836157
Rural
Comprehensive
1
8
436
7
2022-05-06 15:21:39.155231
Average
Yes
Rarely
Condo
3,296
1,174,961
19
Female
null
Married
2
Master's
Employed
42.928005
Rural
Basic
null
2
null
3
2024-06-03 15:21:39.236064
Good
No
Weekly
Apartment
245
1,174,962
52
Male
452
Married
1
High School
Employed
11.017922
Suburban
Premium
null
15
null
2
2022-10-07 15:21:39.094752
Poor
Yes
Weekly
Condo
3,095
1,174,963
38
Female
40,562
Divorced
3
PhD
Unemployed
14.310769
Rural
Basic
null
19
533
8
2022-04-11 15:21:39.123711
Average
No
Daily
Apartment
653
1,174,964
44
Male
7,812
Married
2
Master's
null
17.869799
Suburban
Comprehensive
1
2
572
6
2024-02-04 15:21:39.253660
Poor
No
Monthly
House
2,437
1,174,965
53
Female
4,891
Single
1
Bachelor's
null
26.539873
Suburban
Premium
null
13
772
8
2023-08-26 15:21:39.167099
Good
Yes
Rarely
Apartment
2,195
1,174,966
53
Male
null
Single
1
PhD
Unemployed
17.991509
Rural
Premium
null
16
328
2
2022-06-28 15:21:39.155231
Poor
Yes
Weekly
House
524
1,174,967
34
Male
95,842
Married
3
PhD
null
28.874668
Suburban
Comprehensive
0
13
378
1
2019-10-15 15:21:39.252145
Good
No
Daily
Condo
3,877
1,174,968
56
Male
82,967
Single
2
Bachelor's
null
52.539209
Urban
Premium
null
19
565
9
2022-02-21 15:21:39.237118
Average
No
Daily
House
2,370
1,174,969
37
Male
5,727
Divorced
0
Master's
Self-Employed
22.380151
Suburban
Comprehensive
null
15
669
9
2022-08-09 15:21:39.143708
Poor
Yes
Daily
House
473
1,174,970
36
Male
39,069
Single
null
High School
Self-Employed
37.053184
Suburban
Basic
null
3
685
3
2019-09-22 15:21:39.182597
Average
No
Monthly
Apartment
3,299
1,174,971
55
Male
28,199
Single
1
PhD
null
17.472778
Rural
Premium
1
5
311
2
2022-07-20 15:21:39.188220
Average
Yes
Daily
Condo
1,595
1,174,972
53
Male
17,999
Married
2
High School
Self-Employed
13.098034
Rural
Premium
1
12
496
3
2021-09-27 15:21:39.220389
Poor
No
Rarely
House
1,519
1,174,973
27
Female
40,864
Divorced
4
PhD
null
26.868985
Urban
Comprehensive
0
13
535
2
2024-01-14 15:21:39.247098
Average
No
Monthly
House
3,456
1,174,974
24
Male
60,866
Divorced
0
High School
Unemployed
35.012075
Urban
Basic
null
4
449
2
2024-01-20 15:21:39.237118
Average
Yes
Monthly
House
1,860
1,174,975
22
Female
34,382
Single
3
High School
null
32.839875
Suburban
Basic
0
18
null
6
2022-01-27 15:21:39.188220
Poor
No
Monthly
House
1,269
1,174,976
30
Female
32,592
Single
0
Master's
Employed
17.683088
Rural
Comprehensive
3
10
728
7
2020-06-25 15:21:39.244069
Good
No
Daily
House
386
1,174,977
56
Male
1,355
Single
3
Bachelor's
Self-Employed
28.377866
Urban
Comprehensive
1
15
405
4
2022-11-21 15:21:39.261856
Poor
No
Daily
Condo
663
1,174,978
36
Female
26,427
Single
1
Master's
Unemployed
26.824358
Suburban
Basic
null
11
null
7
2021-10-13 15:21:39.134960
Average
No
Daily
Apartment
2,617
1,174,979
42
Female
8,092
Single
3
Bachelor's
Unemployed
42.303047
Urban
Comprehensive
0
7
592
5
2024-06-18 15:21:39.134960
Poor
Yes
Rarely
Condo
832
1,174,980
36
Female
127,038
Divorced
4
PhD
null
43.12951
Rural
Basic
1
14
838
1
2019-09-20 15:21:39.208842
Good
No
Daily
Apartment
2,089
1,174,981
33
Male
121,033
Single
3
High School
Employed
51.895266
Urban
Comprehensive
1
2
null
6
2022-07-05 15:21:39.145732
Good
Yes
Weekly
Apartment
557
1,174,982
42
Male
11,545
Married
1
Master's
Self-Employed
13.908268
Rural
Premium
1
8
459
5
2023-10-27 15:21:39.094752
Good
Yes
Rarely
Apartment
2,054
1,174,983
27
Female
17,863
Married
0
High School
null
49.098014
Suburban
Premium
0
17
null
8
2024-03-07 15:21:39.255696
Poor
Yes
Daily
House
1,647
1,174,984
43
Male
57,154
Single
null
Bachelor's
Self-Employed
26.726466
Rural
Comprehensive
2
1
744
8
2021-04-26 15:21:39.202448
Average
No
Daily
Apartment
24
1,174,985
32
Female
16,963
Married
3
High School
Self-Employed
39.460876
Suburban
Premium
null
15
692
4
2024-05-18 15:21:39.155231
Poor
Yes
Rarely
House
3,313
1,174,986
21
Female
34,390
Divorced
3
High School
Employed
29.715836
Rural
Comprehensive
0
8
667
3
2021-07-04 15:21:39.094752
Good
No
Rarely
House
439
1,174,987
25
Male
7,806
Single
0
Master's
Self-Employed
30.82614
Rural
Comprehensive
1
1
343
7
2020-03-31 15:21:39.285112
Poor
No
Rarely
Condo
732
1,174,988
18
Female
53,717
Married
4
PhD
null
null
Suburban
Premium
2
16
443
3
2024-02-04 15:21:39.290098
Average
No
Monthly
House
1,562
1,174,989
56
Female
13,505
Divorced
null
Master's
null
34.664183
Suburban
Basic
null
8
848
2
2024-01-26 15:21:39.149731
Good
No
Weekly
Apartment
2,034
1,174,990
59
Female
15,255
Divorced
2
High School
Self-Employed
18.97302
Rural
Comprehensive
null
4
603
4
2023-10-28 15:21:39.085129
Good
No
Rarely
Apartment
1,029
1,174,991
38
Male
23,755
Single
1
High School
Self-Employed
36.413867
Rural
Comprehensive
2
3
495
9
2022-03-02 15:21:39.170099
Average
Yes
Weekly
Condo
1,167
1,174,992
27
Female
14,087
Married
0
Bachelor's
Employed
16.719632
Suburban
Comprehensive
null
16
778
6
2020-05-22 15:21:39.208842
Poor
Yes
Weekly
Condo
2,134
1,174,993
47
Female
34,390
Single
4
Master's
Unemployed
21.642224
Urban
Basic
1
12
661
9
2019-10-07 15:21:39.098696
Good
No
Rarely
Apartment
1,148
1,174,994
54
Female
75,947
Married
2
PhD
null
39.126721
Suburban
Basic
0
12
477
6
2021-12-01 15:21:39.190215
Good
Yes
Weekly
House
2,137
1,174,995
55
Female
46,420
Divorced
null
PhD
Unemployed
null
Rural
Basic
2
17
585
5
2023-09-06 15:21:39.126661
Poor
No
Monthly
Apartment
1,743
1,174,996
38
Male
55,859
Single
0
High School
Unemployed
16.137819
Rural
Comprehensive
2
15
547
5
2020-03-30 15:21:39.186212
null
Yes
Monthly
House
1,161
1,174,997
26
Male
492
null
2
PhD
Self-Employed
23.829967
Rural
Premium
0
12
734
2
2019-11-16 15:21:39.218388
Average
Yes
Monthly
Condo
39
1,174,998
40
Male
5,513
Single
0
Master's
Employed
14.882886
Suburban
Premium
1
14
745
8
2022-02-08 15:21:39.155231
Average
Yes
Rarely
Condo
755
1,174,999
63
Female
2,489
Married
4
Master's
Self-Employed
41.099398
Suburban
Basic
null
15
514
8
2023-12-27 15:21:39.237118
Poor
Yes
Weekly
Apartment
2,340