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
1,181,900
49
Male
18,058
Single
0
High School
Employed
41.245068
Rural
Comprehensive
1
8
676
9
2020-07-15 15:21:39.274993
Poor
No
Monthly
Apartment
534
1,181,901
41
Male
28,280
Married
1
PhD
Self-Employed
39.726106
Rural
Comprehensive
null
7
836
1
2021-09-12 15:21:39.125660
Average
No
Monthly
House
1,031
1,181,902
45
Male
null
null
0
Bachelor's
Employed
21.838787
Suburban
Comprehensive
0
19
559
1
2021-12-26 15:21:39.254678
Average
Yes
Weekly
Condo
118
1,181,903
37
Female
12,461
Married
3
Bachelor's
null
16.64268
Urban
Basic
1
1
null
3
2020-09-16 15:21:39.087123
Average
No
Rarely
House
1,305
1,181,904
59
Female
30,221
Single
1
Master's
null
14.827056
Rural
Comprehensive
1
15
472
3
2019-10-07 15:21:39.084065
Good
No
Daily
Condo
1,298
1,181,905
64
Female
56,943
Divorced
4
PhD
null
32.676414
Urban
Premium
2
15
541
2
2024-01-22 15:21:39.134960
Good
Yes
Rarely
Condo
3,966
1,181,906
42
Male
616
Single
3
High School
Unemployed
23.612541
Urban
Comprehensive
null
3
766
2
2022-09-16 15:21:39.081504
Average
No
Daily
Apartment
1,851
1,181,907
47
Male
934
Divorced
0
Master's
Employed
36.717671
Urban
Premium
1
13
498
3
2020-08-14 15:21:39.085129
Poor
No
Rarely
House
557
1,181,908
18
Male
6,093
Divorced
3
Bachelor's
null
13.988783
Rural
Comprehensive
1
14
573
1
2022-05-30 15:21:39.134960
Good
No
Weekly
Apartment
881
1,181,909
63
Male
4,902
Married
1
High School
Self-Employed
17.616928
Rural
Basic
1
18
300
9
2023-03-19 15:21:39.220389
Poor
No
Monthly
Apartment
843
1,181,910
53
Male
48,983
Married
4
Bachelor's
Self-Employed
27.453843
Rural
Comprehensive
null
16
314
1
2022-10-01 15:21:39.286113
null
Yes
Weekly
Condo
1,253
1,181,911
23
Male
18,528
Divorced
2
High School
Employed
17.755024
Rural
Basic
3
8
330
3
2024-04-26 15:21:39.155231
Poor
Yes
Daily
Apartment
2,426
1,181,912
25
Female
28,408
Single
2
High School
Self-Employed
11.816783
Suburban
Comprehensive
1
10
590
3
2022-05-06 15:21:39.261856
Poor
Yes
Daily
Condo
1,489
1,181,913
39
Male
23,015
Divorced
2
Bachelor's
Self-Employed
4.633669
Urban
Basic
1
11
509
2
2022-07-27 15:21:39.134960
Poor
No
Rarely
Condo
562
1,181,914
45
Female
12,733
Married
1
Master's
Self-Employed
40.746465
Urban
Premium
null
13
608
3
2022-11-08 15:21:39.204790
Good
No
Monthly
House
798
1,181,915
52
Female
111,906
Divorced
3
High School
Self-Employed
null
Suburban
Basic
1
12
468
2
2023-12-02 15:21:39.276901
Poor
No
Weekly
Condo
731
1,181,916
53
Male
18,817
Divorced
0
Master's
Self-Employed
30.9083
Urban
Premium
2
12
599
7
2020-07-14 15:21:39.267454
Poor
No
Daily
Apartment
1,793
1,181,917
51
Female
null
Married
1
High School
Self-Employed
30.676345
Suburban
Premium
1
7
403
6
2023-09-21 15:21:39.214388
Poor
Yes
Daily
Condo
1,512
1,181,918
42
Female
26,138
Married
1
PhD
Self-Employed
15.881027
Rural
Basic
0
7
552
2
2023-03-02 15:21:39.286113
Average
No
Monthly
Apartment
461
1,181,919
40
Male
15,788
Single
0
Master's
Self-Employed
26.059476
Urban
Basic
0
3
321
8
2024-01-18 15:21:39.151732
Poor
No
Monthly
House
669
1,181,920
46
Male
7,091
Single
3
Bachelor's
Employed
17.838593
Suburban
Basic
0
18
425
7
2023-07-19 15:21:39.259788
Good
Yes
Rarely
House
709
1,181,921
38
Male
97,582
Single
0
Master's
Unemployed
34.590925
Suburban
Comprehensive
2
7
846
4
2023-01-22 15:21:39.155231
Poor
No
Rarely
Condo
22
1,181,922
54
Female
4,749
Single
2
Master's
Self-Employed
12.539547
Urban
Comprehensive
1
0
710
6
2020-04-15 15:21:39.147735
Good
Yes
Monthly
Condo
28
1,181,923
52
Male
18,704
Divorced
null
High School
null
5.083168
Suburban
Premium
1
19
341
7
2021-03-23 15:21:39.271453
Good
Yes
Weekly
House
2,391
1,181,924
59
Male
46,663
Divorced
2
Bachelor's
Self-Employed
17.794394
Urban
Basic
null
12
475
9
2022-11-18 15:21:39.134960
Good
Yes
Monthly
House
56
1,181,925
42
Male
43,969
Married
4
Bachelor's
Unemployed
14.711563
Urban
Comprehensive
2
1
617
6
2023-03-09 15:21:39.143708
Good
Yes
Daily
House
27
1,181,926
59
Female
26,113
Married
3
High School
null
24.726581
Urban
Comprehensive
1
3
536
2
2022-05-24 15:21:39.176717
null
No
Monthly
Apartment
3,304
1,181,927
22
Female
1,851
Single
2
High School
Employed
20.646627
Urban
Comprehensive
2
5
406
1
2019-09-17 15:21:39.191219
Good
Yes
Monthly
House
748
1,181,928
18
Male
15,812
Single
3
PhD
null
27.206502
Suburban
Premium
null
11
514
9
2022-08-29 15:21:39.204790
Poor
Yes
Weekly
Apartment
2,166
1,181,929
57
Male
55,761
Single
null
Bachelor's
Self-Employed
null
Suburban
Premium
null
16
485
5
2020-01-05 15:21:39.155231
Good
Yes
Daily
Apartment
641
1,181,930
34
Male
24,296
Divorced
3
Master's
Self-Employed
null
Urban
Premium
null
12
518
8
2022-04-01 15:21:39.253660
Average
No
Daily
Condo
2,313
1,181,931
38
Female
15,274
Divorced
1
PhD
null
10.935241
Rural
Premium
null
6
787
5
2020-08-07 15:21:39.149731
Poor
No
Daily
Condo
726
1,181,932
35
Female
35,347
Divorced
3
High School
Employed
7.436714
Suburban
Basic
4
13
833
5
2023-08-21 15:21:39.222387
Average
Yes
Monthly
Apartment
1,325
1,181,933
25
Female
7,814
Single
3
Master's
null
46.724998
Rural
Comprehensive
null
4
null
6
2020-05-31 15:21:39.118178
Poor
No
Daily
Condo
991
1,181,934
60
Male
54,968
Divorced
4
Master's
Employed
33.597983
Suburban
Premium
2
13
838
6
2022-09-13 15:21:39.226954
Poor
Yes
Rarely
Condo
431
1,181,935
21
Male
7,093
Married
2
High School
Unemployed
22.358925
Suburban
Premium
null
15
787
4
2020-06-24 15:21:39.134960
Average
Yes
Weekly
Apartment
1,729
1,181,936
29
Male
45,415
Married
1
High School
Self-Employed
41.120981
Suburban
Comprehensive
1
13
749
5
2019-08-31 15:21:39.125660
Good
No
Monthly
Apartment
566
1,181,937
49
Male
99,355
Married
3
Bachelor's
Self-Employed
18.587961
Urban
Basic
1
14
459
6
2024-07-06 15:21:39.231531
Good
Yes
Monthly
Apartment
89
1,181,938
40
Female
9,071
Married
0
PhD
null
9.91419
Urban
Basic
0
15
776
4
2020-02-01 15:21:39.265513
Average
No
Weekly
Apartment
1,755
1,181,939
39
Female
86,416
Married
0
High School
Employed
null
Suburban
Basic
null
8
572
9
2023-09-11 15:21:39.134960
null
No
Weekly
Condo
642
1,181,940
46
Male
35,273
Divorced
0
Master's
Employed
null
Rural
Comprehensive
3
10
775
3
2021-09-03 15:21:39.221386
Good
No
Weekly
Apartment
524
1,181,941
22
Male
72,292
Married
0
High School
Employed
47.814977
Suburban
Premium
2
11
459
1
2021-02-04 15:21:39.177724
Average
No
Daily
House
934
1,181,942
27
Male
36,141
Single
0
PhD
null
14.015884
Urban
Comprehensive
1
0
694
1
2020-12-30 15:21:39.106582
Average
Yes
Rarely
House
4,815
1,181,943
62
Female
83,735
Married
0
Master's
null
22.826261
Suburban
Basic
0
18
450
3
2021-11-18 15:21:39.134960
Good
Yes
Daily
House
518
1,181,944
27
Female
47,207
Divorced
2
Master's
null
12.552641
Suburban
Premium
null
2
439
1
2019-11-25 15:21:39.081504
Poor
No
Daily
Apartment
1,529
1,181,945
39
Male
5,277
Single
3
Master's
null
17.981344
Suburban
Premium
0
14
null
7
2019-08-19 15:21:39.111551
Poor
No
Daily
Condo
263
1,181,946
24
Male
57,580
Divorced
4
Master's
null
31.998251
Urban
Basic
null
2
379
2
2023-08-01 15:21:39.155231
Average
No
Monthly
Condo
713
1,181,947
59
Female
11,089
Single
3
Master's
Self-Employed
38.262724
Urban
Premium
1
0
713
9
2021-11-12 15:21:39.154008
Poor
Yes
Weekly
House
757
1,181,948
32
Female
147,873
Divorced
4
Bachelor's
Self-Employed
34.89752
Rural
Basic
1
9
822
3
2022-04-25 15:21:39.097737
Average
No
Rarely
Apartment
4,072
1,181,949
19
Female
23,146
Divorced
4
High School
Unemployed
21.759855
Urban
Premium
1
15
397
6
2019-12-26 15:21:39.155231
Average
No
Monthly
Condo
2,058
1,181,950
27
Female
16,054
Divorced
0
High School
null
26.76979
Suburban
Basic
null
6
null
8
2022-02-02 15:21:39.134960
Poor
No
Daily
Apartment
692
1,181,951
33
Female
23,891
Divorced
3
Master's
Self-Employed
7.363254
Urban
Basic
2
14
827
6
2024-05-23 15:21:39.271453
Good
Yes
Daily
Apartment
1,117
1,181,952
36
Male
17,495
Married
0
Master's
Self-Employed
26.722124
Rural
Premium
null
14
836
9
2024-08-02 15:21:39.207847
Poor
No
Monthly
Apartment
1,365
1,181,953
34
Female
5,094
Married
3
High School
Self-Employed
35.859181
Urban
Basic
0
9
529
2
2022-09-16 15:21:39.092127
Poor
Yes
Rarely
Condo
3,153
1,181,954
55
Male
2,833
Divorced
null
Bachelor's
null
35.885086
Urban
Basic
2
18
416
4
2019-11-20 15:21:39.082499
Good
No
Daily
Apartment
1,129
1,181,955
22
Male
20,943
Single
0
High School
Self-Employed
27.788181
Urban
Comprehensive
1
9
565
4
2024-02-09 15:21:39.086123
Average
No
Rarely
Condo
209
1,181,956
53
Female
5,739
Divorced
null
Master's
Unemployed
12.526569
Rural
Basic
0
10
677
4
2022-07-02 15:21:39.250151
Average
No
Monthly
House
955
1,181,957
20
Male
52,425
Married
0
Bachelor's
Unemployed
null
Rural
Comprehensive
2
11
474
5
2021-11-17 15:21:39.249100
Poor
No
Rarely
House
1,420
1,181,958
46
Female
3,895
Married
4
PhD
Employed
7.190191
Urban
Premium
1
7
378
7
2021-12-16 15:21:39.192212
null
No
Rarely
Apartment
620
1,181,959
null
Male
4,917
Married
1
Bachelor's
Unemployed
42.296738
Urban
Comprehensive
1
3
479
4
2023-12-04 15:21:39.097737
Average
Yes
Monthly
House
641
1,181,960
47
Female
72,963
Married
3
Master's
Self-Employed
10.001806
Rural
Basic
3
13
387
6
2021-04-23 15:21:39.237118
Poor
No
Weekly
House
790
1,181,961
59
Female
21,753
Married
4
Master's
Employed
7.798315
Suburban
Premium
null
6
534
6
2023-08-31 15:21:39.095696
Good
Yes
Daily
Condo
828
1,181,962
56
Male
10,173
Divorced
1
PhD
null
38.177898
Rural
Comprehensive
1
1
728
2
2022-06-24 15:21:39.194829
Average
No
Daily
Condo
1,139
1,181,963
25
Male
145,192
Divorced
1
Bachelor's
Self-Employed
6.296874
Suburban
Basic
1
19
601
5
2020-01-12 15:21:39.171102
Poor
No
Rarely
Condo
105
1,181,964
52
Female
62,769
null
1
High School
Self-Employed
31.238715
Suburban
Basic
3
13
662
8
2024-02-12 15:21:39.237118
Poor
Yes
Rarely
House
1,111
1,181,965
43
Female
3,191
Married
0
PhD
Employed
33.103928
Suburban
Basic
1
6
489
3
2022-02-11 15:21:39.134960
Good
Yes
Monthly
Apartment
403
1,181,966
55
Male
107,518
Married
2
Master's
Employed
10.3886
Suburban
Basic
null
4
348
5
2022-12-27 15:21:39.235012
Average
Yes
Rarely
Apartment
1,597
1,181,967
54
Female
30,861
Divorced
4
High School
Unemployed
23.894765
Rural
Comprehensive
null
0
532
6
2021-10-25 15:21:39.134960
Poor
Yes
Weekly
Apartment
3,513
1,181,968
42
Female
20,287
Single
4
Master's
Employed
40.894364
Suburban
Premium
2
7
712
2
2024-04-18 15:21:39.123711
Good
No
Monthly
House
873
1,181,969
38
Male
5,033
Married
1
Master's
Self-Employed
48.639432
Suburban
Comprehensive
2
16
699
3
2021-11-11 15:21:39.155231
Good
Yes
Weekly
Condo
4,841
1,181,970
51
Male
34,268
Divorced
4
High School
Unemployed
17.003597
Suburban
Premium
null
10
494
4
2023-06-20 15:21:39.155231
Average
Yes
Daily
Condo
266
1,181,971
42
Male
1,878
Married
2
PhD
Unemployed
33.142426
Urban
Basic
null
4
421
9
2020-01-10 15:21:39.231531
null
No
Rarely
Condo
500
1,181,972
41
Male
12,555
Single
4
PhD
Employed
14.964877
Urban
Basic
0
2
623
2
2022-08-14 15:21:39.085129
Poor
No
Daily
Apartment
225
1,181,973
null
Female
37,507
Divorced
1
Bachelor's
null
11.670923
Suburban
Premium
2
3
null
5
2022-03-18 15:21:39.132191
Average
Yes
Daily
Condo
912
1,181,974
27
Male
43,843
Divorced
0
Master's
Unemployed
31.419858
Urban
Basic
0
18
498
3
2023-02-12 15:21:39.155231
Good
No
Monthly
House
1,383
1,181,975
38
Female
16,076
Divorced
3
High School
Unemployed
22.484914
Urban
Comprehensive
null
3
486
5
2020-03-04 15:21:39.260856
Good
No
Monthly
Condo
431
1,181,976
40
Female
7,720
Married
3
High School
Employed
18.442773
Rural
Basic
0
5
null
8
2022-02-17 15:21:39.267454
Good
Yes
Rarely
House
1,355
1,181,977
54
Female
15,331
Married
null
High School
Unemployed
33.173002
Urban
Basic
null
0
501
2
2022-06-27 15:21:39.253660
Good
No
Daily
Condo
92
1,181,978
27
Female
20,292
Divorced
1
Master's
null
22.811502
Urban
Basic
0
17
659
2
2023-05-26 15:21:39.172097
Poor
Yes
Daily
Apartment
1,355
1,181,979
64
Male
4,388
Single
4
PhD
Self-Employed
20.711163
Suburban
Premium
1
3
376
3
2023-03-24 15:21:39.189223
Good
No
Weekly
Condo
407
1,181,980
42
Female
12,061
Married
2
High School
Self-Employed
20.828644
Suburban
Basic
1
5
791
2
2021-06-07 15:21:39.266452
Poor
No
Monthly
House
691
1,181,981
22
Female
2,057
Divorced
1
PhD
Employed
25.711156
Suburban
Premium
2
8
761
8
2022-02-14 15:21:39.120168
Poor
No
Daily
Apartment
1,204
1,181,982
35
Male
4,534
Single
3
Master's
Unemployed
26.42374
Rural
Premium
1
17
817
5
2023-02-26 15:21:39.094752
Average
Yes
Monthly
House
393
1,181,983
49
Male
null
Single
0
Bachelor's
null
14.059766
Urban
Premium
2
5
365
6
2023-10-30 15:21:39.087123
Poor
No
Weekly
Apartment
1,348
1,181,984
48
Female
64,436
Married
0
Bachelor's
null
21.687786
Rural
Basic
null
16
394
1
2024-05-22 15:21:39.083497
Poor
No
Daily
Condo
782
1,181,985
32
Female
17,802
Single
0
PhD
Employed
18.934224
Urban
Basic
null
11
571
9
2023-12-11 15:21:39.283783
Average
No
Daily
Condo
130
1,181,986
50
Male
44,756
Married
4
High School
null
30.792668
Urban
Premium
1
14
null
6
2020-07-13 15:21:39.134960
Poor
Yes
Monthly
House
485
1,181,987
56
Female
527
Divorced
3
PhD
Self-Employed
null
Rural
Premium
null
13
743
5
2020-03-22 15:21:39.134960
Average
No
Weekly
Condo
603
1,181,988
54
Male
26,681
Married
3
Bachelor's
Employed
null
Suburban
Comprehensive
2
5
687
5
2020-06-02 15:21:39.272456
Poor
Yes
Weekly
House
447
1,181,989
51
Male
2,415
Married
4
PhD
Employed
13.739755
Suburban
Basic
0
19
489
1
2022-09-24 15:21:39.112553
Poor
Yes
Rarely
Condo
927
1,181,990
62
Male
9,081
Married
1
High School
Employed
13.518526
Suburban
Basic
null
1
548
2
2023-11-26 15:21:39.223901
Good
Yes
Daily
House
2,635
1,181,991
20
Female
64,882
null
2
Bachelor's
Employed
15.906949
Suburban
Basic
1
4
481
1
2024-08-10 15:21:39.267454
Good
No
Daily
House
2,745
1,181,992
42
Male
96,810
null
0
High School
Self-Employed
null
Suburban
Premium
null
11
623
2
2020-07-16 15:21:39.281787
Good
Yes
Weekly
House
1,255
1,181,993
31
Female
149,975
Divorced
2
Master's
Employed
21.817154
Suburban
Basic
0
19
558
4
2021-08-26 15:21:39.209847
Average
Yes
Weekly
Condo
98
1,181,994
40
Female
28,759
Divorced
0
Bachelor's
Unemployed
5.505951
Rural
Premium
2
15
null
7
2021-02-07 15:21:39.134960
Average
No
Monthly
Apartment
2,120
1,181,995
62
Female
76,683
Divorced
4
Bachelor's
Employed
16.70936
Rural
Basic
null
10
481
9
2022-05-10 15:21:39.134960
Average
No
Weekly
Condo
2,951
1,181,996
45
Male
24,309
Divorced
null
PhD
Self-Employed
52.660329
Rural
Premium
null
17
545
4
2019-11-17 15:21:39.220389
Good
No
Monthly
Condo
1,500
1,181,997
21
Male
24,583
Single
1
Bachelor's
null
35.619504
Urban
Premium
null
7
458
3
2022-05-22 15:21:39.166062
Average
No
Monthly
House
64
1,181,998
37
Male
45,901
Single
0
PhD
null
11.749094
Suburban
Basic
0
6
734
3
2023-02-14 15:21:39.237118
Good
Yes
Daily
Apartment
919
1,181,999
56
Male
16,061
Divorced
3
Bachelor's
Employed
20.648876
Urban
Comprehensive
4
15
521
4
2022-04-13 15:21:39.134960
Average
Yes
Weekly
Apartment
489