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
32,900
18
Male
62,934
Divorced
null
Bachelor's
Self-Employed
23.380118
Suburban
Comprehensive
1
14
441
8
2023-12-11 15:21:39.126661
Poor
No
Rarely
Condo
782
32,901
64
Male
61,229
Divorced
3
Master's
Self-Employed
27.61332
Rural
Comprehensive
null
4
499
8
2024-01-03 15:21:39.134960
null
No
Daily
Apartment
1,137
32,902
21
Female
948
Divorced
3
PhD
Unemployed
13.638707
Rural
Comprehensive
1
4
null
3
2019-12-11 15:21:39.186212
Average
No
Rarely
House
347
32,903
31
Male
null
Married
4
Bachelor's
null
18.146025
Suburban
Comprehensive
0
7
462
9
2023-06-07 15:21:39.248098
Average
No
Rarely
Apartment
281
32,904
46
Male
78,856
Married
4
Bachelor's
null
null
Urban
Basic
1
2
381
7
2021-02-13 15:21:39.237118
null
No
Weekly
Apartment
1,770
32,905
30
Male
16,076
Married
2
PhD
null
17.684032
Urban
Comprehensive
null
9
711
9
2021-06-18 15:21:39.229482
Poor
Yes
Daily
Apartment
381
32,906
59
Male
9,097
Married
3
Master's
null
21.849355
Rural
Basic
0
1
734
6
2023-10-19 15:21:39.225916
Good
Yes
Weekly
Apartment
93
32,907
35
Female
40,336
Married
0
High School
Self-Employed
22.338888
Rural
Premium
1
2
837
5
2021-01-14 15:21:39.122134
Average
Yes
Daily
Condo
1,592
32,908
20
Female
24,897
Married
4
Master's
Unemployed
31.895816
Suburban
Comprehensive
null
16
755
2
2022-10-22 15:21:39.087123
Average
No
Daily
House
3,907
32,909
51
Male
73,597
Divorced
null
Bachelor's
Self-Employed
17.306761
Urban
Premium
0
16
493
4
2022-11-18 15:21:39.257696
Average
Yes
Rarely
House
365
32,910
49
Female
17,097
Single
4
Master's
null
6.812126
Suburban
Premium
null
17
null
3
2022-05-28 15:21:39.237118
Average
Yes
Rarely
Condo
703
32,911
20
Female
12,340
Divorced
4
Master's
null
13.067619
Suburban
Premium
2
14
null
9
2024-08-01 15:21:39.257696
Average
Yes
Rarely
House
1,709
32,912
39
Female
6,054
Married
0
PhD
Employed
45.282836
Suburban
Basic
0
17
639
8
2021-01-24 15:21:39.219432
Good
Yes
Monthly
Condo
619
32,913
39
Female
17,267
Single
2
Bachelor's
null
23.503899
Urban
Comprehensive
null
0
843
5
2021-11-23 15:21:39.217387
Good
Yes
Daily
Condo
952
32,914
24
Male
43,783
Divorced
0
High School
null
null
Suburban
Premium
1
18
574
2
2020-07-07 15:21:39.261856
Good
No
Rarely
Condo
830
32,915
46
Female
79,159
Married
3
Bachelor's
null
38.087999
Urban
Basic
null
5
432
6
2021-11-07 15:21:39.222387
Average
No
Weekly
Apartment
523
32,916
20
Male
89,811
Single
2
Master's
null
11.555067
Urban
Premium
1
3
312
6
2022-05-27 15:21:39.155231
Good
Yes
Daily
Condo
3,472
32,917
22
Female
26,863
Single
1
Bachelor's
Employed
32.812159
Rural
Comprehensive
0
14
694
8
2023-11-17 15:21:39.170099
Good
Yes
Daily
Condo
495
32,918
58
Female
44,689
Married
0
PhD
Employed
18.422635
Rural
Premium
0
12
424
6
2021-09-03 15:21:39.134960
null
No
Rarely
Condo
1,072
32,919
61
Female
20,230
Married
4
High School
null
15.872171
Suburban
Comprehensive
null
1
348
7
2024-04-28 15:21:39.164044
Average
No
Weekly
House
2,489
32,920
56
Male
18,487
Married
1
High School
Employed
15.610849
Urban
Basic
0
14
829
2
2023-01-29 15:21:39.273454
Average
No
Daily
Apartment
158
32,921
43
Male
14,245
Married
1
Master's
null
29.834689
Urban
Basic
1
19
null
5
2020-12-23 15:21:39.245086
Poor
Yes
Daily
House
1,434
32,922
52
Male
12,502
Divorced
0
Master's
null
7.554985
Rural
Comprehensive
null
11
566
9
2020-10-31 15:21:39.192212
Good
No
Weekly
Apartment
754
32,923
21
Male
27,961
Married
3
Bachelor's
Employed
27.639112
Rural
Basic
2
13
613
6
2020-03-21 15:21:39.134960
Good
Yes
Daily
Apartment
1,023
32,924
27
Male
68,681
Single
null
High School
Employed
16.135589
Suburban
Basic
1
6
642
1
2024-02-07 15:21:39.092127
Poor
Yes
Monthly
Apartment
160
32,925
39
Female
11,970
Married
3
Bachelor's
Unemployed
18.297419
Urban
Basic
2
11
632
1
2021-11-17 15:21:39.202448
Good
No
Monthly
House
1,414
32,926
19
Male
147,935
Divorced
3
Bachelor's
null
null
Suburban
Basic
1
4
814
3
2022-08-02 15:21:39.237118
Poor
Yes
Weekly
House
2,174
32,927
33
Male
null
Married
4
Bachelor's
null
21.792447
Urban
Comprehensive
0
6
316
4
2024-07-14 15:21:39.270454
Poor
No
Rarely
Apartment
983
32,928
62
Male
36,454
Single
3
Bachelor's
null
7.064015
Urban
Comprehensive
1
2
634
5
2023-09-03 15:21:39.170099
Poor
No
Monthly
House
1,094
32,929
49
Male
64,430
Divorced
1
Bachelor's
Employed
13.418851
Suburban
Comprehensive
0
12
464
2
2020-06-07 15:21:39.261856
Average
No
Monthly
Apartment
50
32,930
33
Male
null
Divorced
1
Master's
Unemployed
51.879121
Suburban
Comprehensive
null
17
710
5
2022-05-10 15:21:39.154008
Good
Yes
Weekly
Condo
573
32,931
55
Female
95,520
Single
1
Master's
Unemployed
51.607829
Suburban
Basic
0
3
581
3
2022-02-27 15:21:39.097737
Poor
No
Rarely
Apartment
127
32,932
38
Male
75,793
Divorced
3
Bachelor's
Employed
51.914159
Rural
Premium
null
17
570
3
2021-02-16 15:21:39.079128
Good
Yes
Monthly
House
3,567
32,933
54
Male
43,869
Single
2
Bachelor's
null
37.049721
Suburban
Comprehensive
0
16
763
1
2024-06-13 15:21:39.133866
Average
Yes
Rarely
Apartment
1,022
32,934
28
Male
16,073
Single
0
Master's
Employed
22.882806
Urban
Premium
1
11
519
9
2020-04-18 15:21:39.285112
Average
No
Weekly
Apartment
689
32,935
51
Male
44,814
Married
4
Bachelor's
null
5.673531
Suburban
Basic
null
12
593
6
2023-09-22 15:21:39.091080
Poor
Yes
Daily
House
2,070
32,936
27
Male
4,527
Single
0
Bachelor's
null
30.691289
Rural
Premium
null
11
646
9
2021-07-28 15:21:39.175719
Average
Yes
Rarely
House
2,089
32,937
61
Male
31,043
Divorced
3
Bachelor's
Unemployed
30.753488
Urban
Basic
2
16
501
3
2020-03-05 15:21:39.233998
Poor
Yes
Weekly
House
559
32,938
63
Male
20,881
Divorced
0
PhD
Unemployed
25.049003
Urban
Premium
0
12
null
4
2021-05-04 15:21:39.226954
Good
Yes
Monthly
House
2,445
32,939
29
Female
1,719
Single
1
High School
Unemployed
15.186628
Rural
Basic
2
6
null
3
2023-11-29 15:21:39.237118
Good
No
Daily
House
921
32,940
64
Male
44,654
Single
2
Bachelor's
Self-Employed
27.954503
Urban
Premium
null
2
741
4
2019-10-08 15:21:39.134960
Poor
No
Rarely
Condo
1,360
32,941
24
Male
95,905
Married
4
PhD
null
40.878409
Suburban
Basic
1
10
644
4
2023-02-25 15:21:39.082499
Poor
No
Daily
Condo
115
32,942
53
Female
7,073
Married
1
Master's
Self-Employed
22.974653
Rural
Premium
1
7
532
3
2022-11-23 15:21:39.206847
null
No
Daily
Apartment
434
32,943
47
Female
20,649
Married
3
PhD
Unemployed
20.662481
Urban
Comprehensive
null
17
841
2
2022-08-05 15:21:39.093681
Good
Yes
Daily
Condo
547
32,944
38
Male
78,853
Divorced
1
PhD
null
10.838916
Urban
Premium
0
1
434
1
2019-10-04 15:21:39.101733
Average
Yes
Monthly
Condo
442
32,945
33
Female
117,327
Single
null
Master's
Unemployed
null
Suburban
Basic
null
4
441
8
2021-01-16 15:21:39.122134
Average
No
Weekly
House
549
32,946
null
Male
15,696
Married
0
Master's
Employed
null
Suburban
Comprehensive
2
14
672
2
2022-11-29 15:21:39.206847
Average
Yes
Rarely
Apartment
633
32,947
51
Female
73,572
Divorced
null
Master's
Self-Employed
31.756639
Urban
Premium
0
2
447
6
2019-09-20 15:21:39.273973
Poor
Yes
Rarely
Apartment
1,849
32,948
45
Male
59,718
Divorced
4
High School
Employed
9.328944
Rural
Premium
null
6
378
4
2023-11-18 15:21:39.080184
Average
No
Daily
Condo
1,377
32,949
51
Male
42,777
Single
3
Bachelor's
null
48.105553
Suburban
Comprehensive
0
19
529
2
2022-10-11 15:21:39.155231
Poor
No
Rarely
House
704
32,950
61
Female
79,179
Single
null
PhD
Unemployed
25.41295
Urban
Premium
1
12
327
9
2022-07-10 15:21:39.237118
Poor
Yes
Rarely
Condo
480
32,951
63
Male
30,892
Married
1
High School
Self-Employed
25.307599
Urban
Basic
1
5
null
9
2021-06-24 15:21:39.134960
Good
No
Rarely
House
1,201
32,952
23
Female
47,799
Single
4
High School
Unemployed
41.817806
Rural
Basic
2
19
778
3
2020-04-24 15:21:39.148733
Good
Yes
Daily
House
23
32,953
36
Female
18,703
Single
0
PhD
null
37.013657
Suburban
Premium
2
18
739
8
2022-05-24 15:21:39.176717
Poor
Yes
Daily
Apartment
1,845
32,954
34
Male
4,235
Married
3
Master's
Self-Employed
39.094122
Urban
Comprehensive
0
2
442
5
2024-02-21 15:21:39.219432
Average
No
Rarely
Apartment
925
32,955
59
Male
70,634
Divorced
2
High School
Employed
16.895524
Rural
Premium
1
19
688
5
2022-02-11 15:21:39.082499
null
No
Weekly
Condo
2,960
32,956
63
Female
949
Single
2
Bachelor's
null
22.367513
Suburban
Premium
3
11
748
5
2024-03-23 15:21:39.134960
Average
No
Daily
Condo
1,256
32,957
48
Female
7,317
Married
2
Bachelor's
Employed
18.256923
Urban
Basic
null
13
569
2
2021-03-25 15:21:39.114118
Average
Yes
Weekly
House
1,342
32,958
43
Female
248
Divorced
1
Bachelor's
null
26.951798
Rural
Premium
null
7
null
1
2024-05-13 15:21:39.223390
Poor
Yes
Daily
House
181
32,959
43
Male
36,368
Married
2
PhD
Self-Employed
13.365941
Urban
Comprehensive
1
9
727
8
2019-10-07 15:21:39.122134
Good
Yes
Weekly
Condo
1,691
32,960
27
Male
2,580
Single
null
PhD
Employed
21.806947
Urban
Premium
3
5
757
8
2022-04-13 15:21:39.155231
Poor
Yes
Weekly
Apartment
727
32,961
null
Male
101
Married
2
PhD
Unemployed
10.381637
Suburban
Premium
null
1
687
4
2021-09-07 15:21:39.155231
Average
No
Daily
Condo
1,393
32,962
59
Female
32,752
Divorced
2
Bachelor's
Self-Employed
9.802487
Rural
Premium
1
12
752
2
2021-01-17 15:21:39.290098
Poor
No
Daily
House
553
32,963
63
Female
3,620
Married
null
Bachelor's
Employed
28.010765
Rural
Premium
1
16
463
7
2022-07-18 15:21:39.155231
Good
No
Weekly
Condo
3,532
32,964
48
Male
6,841
Married
4
Master's
Self-Employed
28.180636
Suburban
Comprehensive
0
5
507
3
2023-06-22 15:21:39.198406
Poor
Yes
Rarely
Apartment
2,391
32,965
30
Female
25,563
Divorced
4
High School
Employed
16.534976
Suburban
Basic
1
15
813
8
2019-12-28 15:21:39.134960
Average
No
Monthly
Condo
538
32,966
50
Male
17,098
Divorced
3
PhD
Employed
45.939059
Rural
Premium
1
17
null
2
2020-05-27 15:21:39.181605
Average
No
Daily
House
1,364
32,967
58
Male
4,936
Single
0
Bachelor's
Self-Employed
34.016956
Rural
Basic
3
15
677
8
2024-04-18 15:21:39.155231
null
No
Weekly
House
556
32,968
31
Male
72,769
Divorced
null
Bachelor's
Employed
20.910726
Urban
Comprehensive
2
10
507
5
2022-06-12 15:21:39.134960
Good
No
Rarely
Condo
1,982
32,969
33
Male
4,333
Single
4
PhD
null
25.823374
Urban
Premium
4
19
475
3
2023-05-02 15:21:39.155231
Poor
Yes
Weekly
Condo
1,209
32,970
59
Male
39,589
Married
2
Master's
Unemployed
28.988452
Urban
Basic
null
1
591
4
2020-05-20 15:21:39.155231
Poor
Yes
Rarely
House
24
32,971
38
Male
33,739
Married
1
Master's
Employed
24.778508
Urban
Basic
0
11
765
8
2023-07-03 15:21:39.166062
Poor
No
Monthly
Condo
512
32,972
53
Male
29,460
Married
0
Bachelor's
null
14.827532
Urban
Premium
1
17
null
2
2021-05-25 15:21:39.226954
Good
No
Daily
Apartment
736
32,973
45
Female
26,396
Married
2
Master's
Employed
44.663063
Urban
Comprehensive
0
3
672
5
2019-09-15 15:21:39.155231
Good
No
Monthly
House
34
32,974
51
Male
45,966
Divorced
2
Bachelor's
Employed
17.39224
Suburban
Premium
2
3
838
7
2023-10-01 15:21:39.194829
null
No
Weekly
House
2,509
32,975
39
Male
23,984
null
2
Master's
null
35.456863
Rural
Premium
1
8
432
5
2023-09-28 15:21:39.201446
Poor
Yes
Daily
House
1,140
32,976
23
Male
4,899
Divorced
3
Master's
null
23.90464
Rural
Basic
3
10
810
3
2021-08-03 15:21:39.092127
Average
No
Daily
Apartment
100
32,977
61
Male
26,881
Single
3
High School
Self-Employed
33.672707
Urban
Basic
null
6
744
6
2020-02-25 15:21:39.237118
Average
No
Weekly
House
1,229
32,978
18
Female
17,983
Divorced
1
Bachelor's
Self-Employed
13.964171
Rural
Basic
null
18
448
2
2023-04-01 15:21:39.155231
Good
No
Daily
Condo
536
32,979
47
Male
17,881
Single
4
High School
null
24.584386
Rural
Comprehensive
0
10
327
5
2022-02-23 15:21:39.251142
Poor
Yes
Daily
Apartment
2,908
32,980
37
Male
18,382
Married
3
Master's
null
8.615968
Suburban
Premium
1
0
728
4
2019-12-20 15:21:39.155231
Good
Yes
Daily
Apartment
890
32,981
35
Male
35,858
Divorced
null
High School
Unemployed
16.76945
Rural
Comprehensive
null
4
575
8
2023-05-19 15:21:39.123711
Good
No
Daily
House
1,205
32,982
26
Male
null
Divorced
null
High School
Self-Employed
null
Suburban
Comprehensive
0
15
454
6
2023-03-08 15:21:39.085129
Average
No
Monthly
Apartment
657
32,983
30
Female
40,491
Married
3
High School
null
35.79833
Suburban
Comprehensive
0
1
678
9
2023-02-21 15:21:39.128286
Good
Yes
Monthly
Apartment
2,204
32,984
44
Male
1,577
Married
1
PhD
Unemployed
11.372902
Suburban
Basic
0
17
566
9
2024-01-04 15:21:39.182597
Poor
No
Monthly
House
434
32,985
null
Female
25,776
Married
0
Master's
Self-Employed
3.496496
Urban
Basic
0
12
442
4
2022-06-21 15:21:39.171102
Good
No
Rarely
Apartment
1,223
32,986
53
Female
51,668
Single
2
PhD
Unemployed
9.15116
Rural
Premium
0
12
372
7
2022-03-29 15:21:39.202448
null
Yes
Rarely
Condo
27
32,987
32
Male
34,347
Divorced
null
High School
Self-Employed
22.64592
Urban
Comprehensive
null
3
504
7
2019-10-21 15:21:39.214388
Poor
No
Daily
Apartment
504
32,988
46
Female
67,818
Divorced
1
Master's
Employed
null
Urban
Premium
1
3
603
4
2023-01-15 15:21:39.109552
Average
Yes
Weekly
Condo
2,586
32,989
63
Female
1,248
Single
3
Bachelor's
Employed
40.090428
Suburban
Basic
2
16
598
5
2022-07-26 15:21:39.155231
Average
No
Daily
House
843
32,990
43
Male
8,892
Married
null
High School
null
42.847794
Urban
Comprehensive
null
6
779
3
2023-04-02 15:21:39.094752
Poor
No
Rarely
Apartment
1,726
32,991
30
Male
null
Single
2
Bachelor's
Employed
16.360175
Suburban
Basic
null
10
688
7
2021-02-18 15:21:39.216387
Average
No
Monthly
Apartment
265
32,992
25
Female
37,387
Single
1
High School
Unemployed
15.993423
Urban
Comprehensive
null
4
null
1
2021-04-02 15:21:39.149731
Poor
Yes
Daily
Apartment
1,221
32,993
27
Female
382
Married
4
PhD
Self-Employed
12.988135
Suburban
Comprehensive
1
16
605
8
2021-10-25 15:21:39.155231
Average
No
Daily
House
834
32,994
null
Female
47,717
Divorced
2
PhD
Unemployed
33.929491
Urban
Premium
2
2
590
8
2021-08-29 15:21:39.230483
Average
No
Daily
Condo
2,149
32,995
38
Female
1,215
Single
3
PhD
null
34.783688
Urban
Premium
0
7
382
6
2020-05-05 15:21:39.245086
Average
No
Monthly
Condo
20
32,996
37
Male
129,900
Single
3
Bachelor's
null
47.363875
Rural
Comprehensive
1
0
335
3
2023-08-29 15:21:39.185215
Good
No
Rarely
Apartment
2,382
32,997
29
Male
23,708
Divorced
0
High School
Employed
29.669974
Urban
Premium
0
1
826
8
2020-12-05 15:21:39.155231
Good
Yes
Rarely
Condo
807
32,998
46
Male
67,879
Single
3
PhD
Self-Employed
34.391814
Rural
Premium
null
3
710
4
2019-12-15 15:21:39.252145
Good
Yes
Rarely
Apartment
119
32,999
26
Female
31,807
Divorced
4
Bachelor's
Unemployed
21.61673
Suburban
Premium
1
12
373
2
2024-05-23 15:21:39.126661
Average
No
Weekly
Condo
2,089