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
18,900
23
Male
12,096
Married
0
PhD
Employed
51.164797
Urban
Basic
2
18
null
6
2023-02-23 15:21:39.237118
Average
No
Rarely
Apartment
545
18,901
22
Female
37,881
Married
0
Bachelor's
null
45.1696
Suburban
Basic
2
7
null
1
2020-10-08 15:21:39.288099
Average
No
Weekly
Apartment
629
18,902
26
Male
11,116
Divorced
null
PhD
null
35.991208
Suburban
Basic
null
18
466
9
2020-05-09 15:21:39.122134
Good
Yes
Rarely
Apartment
2,053
18,903
45
Male
738
Divorced
3
PhD
Unemployed
10.908585
Rural
Basic
0
6
521
2
2023-07-03 15:21:39.237118
null
No
Monthly
Apartment
799
18,904
63
Female
30,690
Divorced
0
High School
Employed
4.242587
Urban
Premium
null
10
762
3
2022-06-03 15:21:39.181605
Good
No
Weekly
Condo
471
18,905
35
Male
15,761
Married
3
PhD
null
19.95289
Urban
Premium
1
8
533
7
2023-07-10 15:21:39.134960
Good
Yes
Monthly
House
726
18,906
62
Male
32,005
Single
2
Bachelor's
null
44.088528
Suburban
Comprehensive
3
9
756
3
2023-01-12 15:21:39.194829
Average
Yes
Daily
House
2,321
18,907
63
Female
75,887
Married
1
Bachelor's
Unemployed
53.049789
Urban
Basic
null
7
549
3
2024-04-22 15:21:39.123711
Good
No
Monthly
Apartment
27
18,908
27
Male
null
Single
4
Master's
Employed
16.162869
Urban
Premium
null
18
647
5
2020-01-29 15:21:39.155231
null
Yes
Monthly
Condo
2,188
18,909
45
Female
1,338
Divorced
4
Bachelor's
Self-Employed
24.837888
Suburban
Premium
2
15
773
3
2022-10-25 15:21:39.134960
Good
Yes
Rarely
House
1,499
18,910
62
Male
491
Married
4
Bachelor's
Employed
50.052162
Suburban
Basic
2
14
626
4
2024-05-08 15:21:39.283783
Average
Yes
Monthly
Condo
135
18,911
39
Male
18,085
null
0
PhD
null
25.390365
Urban
Premium
0
14
485
3
2019-10-06 15:21:39.134960
Average
Yes
Daily
Condo
690
18,912
53
Female
73,044
Single
3
Bachelor's
null
14.241647
Urban
Comprehensive
0
1
446
7
2024-06-06 15:21:39.237118
null
Yes
Monthly
Apartment
2,726
18,913
41
Male
116,052
Single
null
Master's
null
46.564223
Rural
Comprehensive
1
10
401
1
2021-07-14 15:21:39.285112
Average
No
Daily
Condo
1,329
18,914
34
Male
87,940
Single
3
Master's
null
24.305852
Rural
Comprehensive
3
8
434
3
2021-04-30 15:21:39.271453
Average
Yes
Monthly
House
981
18,915
36
Male
5,860
Married
2
PhD
Employed
43.927294
Urban
Basic
1
2
null
8
2021-11-17 15:21:39.271453
Good
No
Rarely
Apartment
554
18,916
30
Female
5,948
Single
0
High School
Unemployed
42.144565
Rural
Basic
0
2
518
2
2020-01-21 15:21:39.237118
Good
Yes
Daily
Apartment
1,037
18,917
46
Male
28,408
Single
0
PhD
Unemployed
11.282641
Suburban
Premium
0
18
334
7
2021-08-01 15:21:39.287115
Poor
No
Weekly
Apartment
852
18,918
52
Female
17,080
Married
0
Master's
Self-Employed
22.392822
Rural
Basic
0
17
844
5
2024-06-13 15:21:39.134960
Good
Yes
Rarely
Condo
794
18,919
29
Male
40,791
Married
0
Master's
null
23.886684
Rural
Basic
4
1
null
6
2022-03-27 15:21:39.190215
Average
Yes
Weekly
Condo
524
18,920
64
Male
39,649
Married
3
Master's
Self-Employed
35.382235
Suburban
Premium
0
16
775
4
2024-06-18 15:21:39.114118
Poor
Yes
Daily
Apartment
1,018
18,921
46
Female
4,907
Divorced
3
PhD
Self-Employed
19.36706
Rural
Basic
2
12
518
6
2023-11-17 15:21:39.170099
Poor
Yes
Weekly
Apartment
4,849
18,922
41
Female
30,610
Single
2
Bachelor's
Employed
33.158519
Suburban
Basic
null
11
796
8
2020-01-13 15:21:39.250151
Poor
No
Monthly
House
1,818
18,923
33
Female
100,379
Married
1
PhD
null
17.917026
Urban
Comprehensive
3
3
339
3
2024-01-06 15:21:39.155231
Average
No
Rarely
Condo
499
18,924
null
Male
64,589
Married
1
Bachelor's
Self-Employed
35.094866
Suburban
Comprehensive
1
16
393
8
2021-09-19 15:21:39.134960
Average
Yes
Rarely
House
1,842
18,925
53
Female
7,077
Single
1
PhD
null
15.865244
Urban
Basic
2
3
507
2
2020-08-12 15:21:39.237118
Average
No
Weekly
House
2,355
18,926
59
Male
37,082
Single
4
High School
Unemployed
10.569551
Rural
Comprehensive
0
10
650
9
2023-03-11 15:21:39.146733
Poor
No
Daily
Apartment
1,014
18,927
57
Female
116,082
Divorced
3
Bachelor's
null
37.713744
Rural
Premium
1
8
442
4
2022-01-07 15:21:39.233485
Average
Yes
Monthly
House
298
18,928
18
Male
6,096
Divorced
0
Bachelor's
null
30.0887
Rural
Basic
3
8
767
7
2022-10-16 15:21:39.229482
Average
Yes
Monthly
Condo
2,192
18,929
19
Female
25,648
Divorced
2
High School
Self-Employed
32.644811
Urban
Comprehensive
1
3
625
9
2021-07-05 15:21:39.179186
Good
Yes
Rarely
Apartment
928
18,930
40
Female
3,445
Single
0
High School
null
11.076594
Rural
Premium
2
16
526
8
2021-05-17 15:21:39.192212
Poor
Yes
Monthly
Apartment
1,617
18,931
61
Male
816
Single
3
Bachelor's
Self-Employed
38.291265
Suburban
Comprehensive
2
18
518
2
2020-11-08 15:21:39.221386
Good
No
Monthly
House
713
18,932
44
Female
15,456
Divorced
0
Master's
Employed
18.273045
Rural
Basic
1
13
518
2
2020-08-20 15:21:39.191219
null
Yes
Daily
Apartment
2,769
18,933
55
Male
59,618
Divorced
3
Bachelor's
Unemployed
null
Urban
Comprehensive
null
1
722
1
2024-06-16 15:21:39.096739
Good
Yes
Rarely
House
2,429
18,934
29
Female
17,078
Divorced
3
Bachelor's
null
15.715759
Suburban
Comprehensive
null
11
734
3
2024-07-21 15:21:39.259788
Average
Yes
Weekly
Apartment
474
18,935
45
Male
24,000
Single
3
Bachelor's
Unemployed
9.351343
Urban
Basic
null
0
439
9
2020-04-11 15:21:39.112553
null
No
Rarely
Condo
3,744
18,936
53
Female
25,011
null
0
Master's
null
41.274739
Suburban
Basic
null
2
626
7
2022-12-18 15:21:39.134960
Good
No
Weekly
House
1,357
18,937
43
Male
12,042
Married
null
Bachelor's
Self-Employed
25.898252
Rural
Basic
0
6
704
3
2024-05-30 15:21:39.205850
Average
No
Rarely
House
852
18,938
27
Male
14,982
Married
1
Master's
null
22.58171
Suburban
Comprehensive
null
19
null
4
2022-11-19 15:21:39.130190
Good
No
Monthly
House
1,408
18,939
39
Female
24,293
Married
0
Bachelor's
Employed
14.793637
Urban
Comprehensive
1
18
569
1
2021-03-15 15:21:39.256696
Average
No
Daily
Apartment
517
18,940
28
Female
134,863
Single
4
High School
Unemployed
31.350133
Urban
Comprehensive
null
4
467
6
2021-05-23 15:21:39.134960
Average
No
Rarely
House
3,670
18,941
55
Female
45,990
Single
4
PhD
Employed
15.317065
Rural
Premium
null
18
557
5
2020-10-06 15:21:39.191219
Good
Yes
Weekly
House
548
18,942
26
Male
37,163
Married
0
High School
Unemployed
27.481003
Suburban
Comprehensive
null
5
831
8
2022-11-13 15:21:39.279729
Average
No
Monthly
House
1,119
18,943
29
Female
26,120
Married
2
PhD
Employed
23.351859
Rural
Comprehensive
1
16
731
5
2020-10-19 15:21:39.201446
Good
No
Weekly
House
491
18,944
58
Male
44,740
Divorced
4
PhD
Unemployed
32.513847
Urban
Basic
1
6
837
9
2020-08-21 15:21:39.155231
Good
Yes
Weekly
House
615
18,945
19
Male
16,058
Married
3
High School
null
28.959275
Rural
Premium
0
17
null
9
2020-11-17 15:21:39.180553
Average
Yes
Daily
House
1,627
18,946
null
Female
40,585
Single
3
Master's
Employed
40.869139
Urban
Comprehensive
1
1
734
3
2020-11-17 15:21:39.204000
Good
Yes
Monthly
Apartment
947
18,947
23
Male
19,757
Divorced
1
Bachelor's
Unemployed
25.936593
Suburban
Basic
null
1
702
8
2023-05-02 15:21:39.256696
Poor
Yes
Monthly
Condo
1,975
18,948
54
Male
43,893
Divorced
null
Bachelor's
Employed
26.94579
Rural
Premium
0
7
835
8
2020-11-09 15:21:39.155231
Poor
Yes
Daily
Condo
1,740
18,949
53
Female
6,905
Single
0
Master's
Employed
19.632603
Rural
Basic
null
5
null
5
2021-11-20 15:21:39.155231
Average
Yes
Weekly
Apartment
1,017
18,950
64
Female
94,914
Married
1
PhD
Self-Employed
null
Rural
Comprehensive
2
14
676
6
2020-02-02 15:21:39.147735
Average
No
Weekly
Condo
2,695
18,951
49
Male
18,559
Married
null
PhD
Self-Employed
42.040423
Urban
Premium
null
15
785
6
2021-10-09 15:21:39.110557
Good
No
Weekly
Apartment
157
18,952
61
Male
15,792
Married
null
PhD
Unemployed
31.81489
Rural
Premium
1
12
531
3
2021-01-04 15:21:39.188220
Poor
No
Daily
Condo
1,077
18,953
26
Female
47,331
Divorced
1
PhD
Employed
36.242169
Urban
Basic
0
7
406
7
2019-09-24 15:21:39.282785
Good
Yes
Daily
House
829
18,954
35
Female
31,643
Single
2
High School
null
38.71799
Urban
Comprehensive
0
19
null
4
2020-01-17 15:21:39.288099
Average
No
Rarely
Condo
2,747
18,955
28
Female
63,334
Married
1
High School
Unemployed
51.743179
Urban
Basic
2
7
711
7
2021-08-12 15:21:39.271453
Average
Yes
Weekly
Apartment
581
18,956
23
Male
58,393
Divorced
3
Bachelor's
Unemployed
28.164954
Suburban
Premium
null
4
406
4
2023-12-23 15:21:39.132191
Good
No
Monthly
Condo
3,022
18,957
59
Female
3,858
null
3
PhD
null
36.829221
Rural
Basic
0
5
468
4
2023-03-25 15:21:39.265513
null
Yes
Weekly
Apartment
2,481
18,958
50
Female
7,991
Single
1
Bachelor's
Self-Employed
27.611802
Suburban
Basic
null
17
788
3
2021-06-13 15:21:39.134960
Poor
Yes
Daily
House
664
18,959
30
Male
93,344
Single
1
Master's
Unemployed
50.898167
Rural
Premium
1
18
456
1
2020-04-28 15:21:39.155231
Poor
No
Rarely
House
643
18,960
47
Female
69,760
Single
4
PhD
null
34.869508
Suburban
Premium
3
12
361
2
2020-11-18 15:21:39.249100
Average
No
Weekly
Apartment
1,232
18,961
41
Female
5,892
Single
null
Master's
Unemployed
43.924477
Suburban
Premium
null
3
571
1
2022-11-22 15:21:39.081504
Average
No
Weekly
Condo
814
18,962
20
Male
1,426
Married
0
Master's
null
34.158835
Suburban
Premium
1
12
544
2
2024-05-25 15:21:39.095696
null
No
Rarely
House
497
18,963
59
Male
16,063
Divorced
2
PhD
Employed
22.098974
Rural
Basic
1
12
null
2
2023-06-13 15:21:39.216387
Poor
Yes
Monthly
House
613
18,964
28
Male
74,055
Divorced
null
Bachelor's
Self-Employed
null
Suburban
Basic
1
14
null
4
2020-08-15 15:21:39.102694
null
Yes
Monthly
Apartment
590
18,965
59
Female
3,255
Married
2
PhD
Unemployed
23.922723
Rural
Premium
1
11
439
7
2019-09-09 15:21:39.154008
Good
No
Weekly
Condo
1,151
18,966
63
Male
13,892
Divorced
0
Master's
null
25.485599
Suburban
Basic
1
7
368
1
2021-01-13 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,076
18,967
28
Male
43,484
Married
2
High School
null
3.857421
Suburban
Basic
1
7
null
2
2024-07-01 15:21:39.207847
Poor
No
Rarely
Apartment
774
18,968
39
Male
17,175
Divorced
2
Master's
Employed
null
Suburban
Premium
0
8
776
9
2020-12-09 15:21:39.155231
Good
Yes
Daily
Apartment
1,346
18,969
31
Female
34,246
Married
1
Bachelor's
Employed
37.098285
Rural
Premium
2
5
549
5
2024-02-25 15:21:39.176717
Poor
No
Rarely
Apartment
28
18,970
43
Male
2,445
Single
1
Master's
Unemployed
3.933932
Urban
Basic
1
17
590
4
2023-04-05 15:21:39.144722
Good
Yes
Monthly
Apartment
397
18,971
27
Male
33,436
Single
3
Bachelor's
Self-Employed
34.859262
Suburban
Premium
0
7
489
9
2019-09-24 15:21:39.155231
Poor
No
Weekly
Apartment
1,244
18,972
55
Male
94,425
Married
3
PhD
Unemployed
42.120873
Rural
Comprehensive
2
1
438
2
2022-11-12 15:21:39.122134
Good
Yes
Rarely
House
1,874
18,973
43
Female
42,035
Single
1
Bachelor's
Unemployed
39.966808
Urban
Basic
1
11
828
4
2020-01-28 15:21:39.085129
Good
Yes
Monthly
Apartment
104
18,974
43
Male
34,533
Married
3
Master's
null
29.769282
Urban
Basic
1
7
769
9
2023-01-07 15:21:39.251142
Average
Yes
Daily
Condo
2,720
18,975
39
Female
24,316
Married
2
PhD
Employed
28.534245
Suburban
Basic
1
17
null
3
2023-06-12 15:21:39.114118
Poor
Yes
Weekly
House
110
18,976
21
Male
32,229
Single
1
Bachelor's
null
11.817001
Urban
Basic
0
0
null
2
2024-07-24 15:21:39.286113
Good
Yes
Daily
House
149
18,977
21
Male
8,869
Divorced
3
Master's
Employed
4.827439
Rural
Comprehensive
null
6
402
4
2021-10-09 15:21:39.213373
Poor
Yes
Monthly
House
1,709
18,978
31
Female
2,344
Single
3
Master's
Unemployed
24.382268
Rural
Premium
0
13
361
7
2020-07-31 15:21:39.082499
Good
No
Weekly
House
1,282
18,979
61
Male
27,709
Single
4
Bachelor's
Unemployed
15.077418
Rural
Premium
1
12
642
7
2024-06-14 15:21:39.123711
Average
No
Daily
House
746
18,980
43
Male
38,305
Divorced
2
High School
null
5.698905
Suburban
Basic
1
16
712
8
2020-04-02 15:21:39.185215
Average
Yes
Rarely
Condo
981
18,981
32
Female
5,080
Divorced
3
PhD
null
27.46596
Rural
Basic
2
2
709
8
2024-05-10 15:21:39.222387
Good
Yes
Weekly
Condo
1,746
18,982
52
Male
92,543
null
2
PhD
Unemployed
17.71167
Suburban
Comprehensive
0
0
365
3
2021-06-04 15:21:39.113566
Good
Yes
Daily
House
774
18,983
62
Female
1,260
Divorced
1
Master's
null
22.552483
Rural
Premium
null
9
509
4
2021-06-06 15:21:39.095696
Average
No
Rarely
Apartment
668
18,984
34
Male
6,051
Married
1
High School
null
21.696955
Urban
Comprehensive
null
14
576
8
2020-09-07 15:21:39.254678
Poor
No
Monthly
Condo
882
18,985
38
Female
17,179
Married
3
Bachelor's
null
3.82968
Rural
Comprehensive
1
0
317
8
2023-04-04 15:21:39.086123
null
Yes
Rarely
Condo
471
18,986
39
Female
103,600
Divorced
3
Bachelor's
Employed
29.023425
Suburban
Basic
null
8
453
6
2022-02-14 15:21:39.089116
Good
Yes
Monthly
House
1,795
18,987
64
Female
4,568
Single
1
PhD
null
28.737463
Suburban
Comprehensive
0
14
804
4
2024-07-31 15:21:39.082499
Poor
Yes
Rarely
Condo
24
18,988
28
Female
70,831
Single
2
Bachelor's
Unemployed
null
Rural
Premium
null
3
310
5
2024-02-06 15:21:39.155231
Good
No
Monthly
Condo
833
18,989
57
Male
1,335
Divorced
1
PhD
Self-Employed
null
Rural
Comprehensive
0
12
551
1
2019-12-16 15:21:39.105504
Poor
No
Rarely
Apartment
605
18,990
38
Female
2,946
Single
3
Master's
Unemployed
22.351855
Rural
Premium
0
10
446
6
2023-04-25 15:21:39.173834
Poor
Yes
Monthly
Condo
1,308
18,991
63
Female
24,299
Married
1
Master's
null
27.570915
Suburban
Comprehensive
3
8
null
1
2020-07-16 15:21:39.216387
Average
No
Monthly
House
961
18,992
25
Male
22,079
Divorced
3
PhD
Self-Employed
34.604968
Urban
Basic
null
10
null
1
2023-09-27 15:21:39.147735
Poor
No
Daily
Apartment
481
18,993
51
Male
47,831
Married
3
Master's
null
10.140619
Suburban
Premium
0
8
634
8
2021-04-22 15:21:39.218388
Good
No
Rarely
House
313
18,994
49
Female
3,067
Single
1
High School
Employed
null
Rural
Basic
0
0
null
3
2020-10-07 15:21:39.115178
Good
No
Monthly
House
641
18,995
43
Female
66,008
Divorced
1
High School
Employed
19.918896
Suburban
Premium
4
14
543
4
2023-11-22 15:21:39.223901
Poor
No
Monthly
House
2,891
18,996
26
Female
105,684
Married
4
High School
null
6.010977
Urban
Basic
3
19
null
9
2024-01-19 15:21:39.209847
Good
Yes
Rarely
House
295
18,997
24
Male
132,267
Single
3
High School
null
null
Rural
Premium
1
1
null
2
2021-07-19 15:21:39.125660
null
Yes
Rarely
Condo
824
18,998
54
Male
5,854
Married
null
High School
Self-Employed
20.0271
Suburban
Basic
0
6
799
9
2020-01-12 15:21:39.124659
Good
No
Daily
House
110
18,999
41
Female
46,728
Married
2
Master's
Employed
23.913478
Suburban
Premium
2
4
849
6
2019-11-19 15:21:39.231531
null
No
Daily
Condo
690