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
40,900
null
Female
57,876
Single
3
Bachelor's
Employed
13.904179
Suburban
Comprehensive
0
8
664
9
2020-04-28 15:21:39.144722
Average
No
Rarely
Apartment
225
40,901
34
Male
25,246
Divorced
1
Master's
Unemployed
26.818754
Rural
Premium
0
2
null
5
2021-11-23 15:21:39.237118
Good
Yes
Monthly
House
741
40,902
20
Male
26,396
Married
2
High School
Self-Employed
15.132027
Rural
Basic
0
16
636
6
2022-09-08 15:21:39.155231
Good
No
Weekly
House
961
40,903
37
Male
40,753
Divorced
0
High School
null
14.376511
Rural
Comprehensive
0
1
496
1
2024-03-11 15:21:39.098696
Good
No
Rarely
House
69
40,904
43
Male
5,817
Married
1
Master's
Unemployed
11.133855
Urban
Comprehensive
1
12
494
5
2020-08-08 15:21:39.237118
Poor
Yes
Monthly
Apartment
547
40,905
53
Male
141,829
Divorced
4
Master's
null
30.582378
Urban
Basic
2
18
766
1
2021-12-01 15:21:39.237118
null
Yes
Rarely
Apartment
4,261
40,906
53
Male
9,293
Married
4
Bachelor's
Employed
28.647975
Urban
Premium
1
18
748
9
2019-09-09 15:21:39.164044
Average
Yes
Weekly
House
1,090
40,907
62
Male
33,791
Married
2
High School
null
32.420059
Suburban
Basic
null
0
null
4
2023-05-07 15:21:39.206847
null
No
Daily
Condo
1,686
40,908
31
Male
12,096
Single
1
PhD
null
34.636587
Rural
Comprehensive
null
13
690
7
2022-01-30 15:21:39.274993
Poor
No
Monthly
Condo
1,357
40,909
51
Female
6,962
Divorced
null
Master's
Unemployed
null
Rural
Basic
0
8
531
3
2023-08-23 15:21:39.194829
Poor
No
Monthly
Apartment
2,047
40,910
42
Male
null
Divorced
2
PhD
null
34.339934
Suburban
Comprehensive
3
18
437
5
2024-01-10 15:21:39.102694
Poor
Yes
Daily
House
1,784
40,911
33
Male
38,662
Divorced
null
Master's
Self-Employed
35.564675
Rural
Premium
null
9
585
2
2022-10-12 15:21:39.245086
Good
Yes
Weekly
Apartment
614
40,912
58
Male
2,768
Single
null
Bachelor's
Self-Employed
36.992872
Suburban
Basic
0
2
703
5
2023-05-02 15:21:39.248098
Average
Yes
Daily
Condo
135
40,913
47
Male
23,089
Single
0
Bachelor's
null
31.849104
Urban
Comprehensive
null
13
687
9
2022-10-18 15:21:39.285112
Poor
Yes
Daily
Apartment
2,302
40,914
54
Male
56,939
Married
3
Bachelor's
Self-Employed
32.158545
Urban
Basic
3
3
648
4
2021-01-26 15:21:39.182597
Good
Yes
Daily
Condo
2,975
40,915
60
Male
8,072
Divorced
1
High School
Unemployed
11.857387
Rural
Premium
null
4
787
2
2020-07-12 15:21:39.204790
Poor
Yes
Weekly
House
898
40,916
31
Male
82,447
Divorced
1
Master's
null
8.84568
Urban
Premium
null
5
353
9
2024-04-15 15:21:39.259788
Good
No
Monthly
House
569
40,917
33
Female
27,861
Divorced
1
Bachelor's
Unemployed
9.868708
Rural
Comprehensive
0
13
727
6
2021-11-05 15:21:39.237118
Good
Yes
Monthly
House
609
40,918
20
Female
36,613
Single
null
High School
Employed
31.121476
Urban
Basic
0
9
595
7
2020-02-20 15:21:39.278402
Good
Yes
Weekly
Condo
703
40,919
43
Male
5,749
Single
3
Bachelor's
Employed
18.724532
Rural
Basic
2
1
607
5
2020-04-16 15:21:39.167099
null
Yes
Daily
Condo
693
40,920
28
Male
142,862
Married
1
PhD
Self-Employed
36.496476
Rural
Premium
null
17
316
6
2023-03-20 15:21:39.172097
Poor
No
Weekly
Apartment
130
40,921
20
Female
null
Single
4
Master's
null
42.736625
Suburban
Premium
2
3
522
4
2024-02-12 15:21:39.176717
Good
No
Rarely
Apartment
130
40,922
40
Female
59,152
Married
4
PhD
Unemployed
27.420197
Suburban
Basic
2
11
739
4
2020-06-29 15:21:39.086123
Good
Yes
Monthly
House
101
40,923
51
Male
114,482
Married
3
High School
Unemployed
33.447527
Rural
Basic
1
7
650
5
2020-08-26 15:21:39.218388
Average
Yes
Weekly
Apartment
280
40,924
23
Female
1,162
null
2
High School
Unemployed
16.958495
Suburban
Basic
1
9
312
2
2023-11-23 15:21:39.102694
Poor
Yes
Monthly
Apartment
975
40,925
54
Male
50,003
Divorced
0
PhD
Self-Employed
30.912114
Suburban
Basic
1
0
783
9
2021-07-28 15:21:39.181605
Poor
No
Weekly
Condo
115
40,926
26
Female
2,300
Married
0
Master's
null
null
Suburban
Comprehensive
0
8
846
5
2024-02-06 15:21:39.080440
Good
Yes
Daily
Apartment
2,225
40,927
64
Male
394
Single
4
High School
Self-Employed
32.817056
Suburban
Basic
0
8
573
9
2021-07-25 15:21:39.250151
Average
Yes
Rarely
Apartment
1,205
40,928
53
Female
39,098
Divorced
0
Bachelor's
Unemployed
27.293889
Suburban
Comprehensive
0
16
null
2
2022-10-08 15:21:39.288099
Average
No
Rarely
House
1,010
40,929
31
Male
29,056
Divorced
3
Bachelor's
Unemployed
26.787542
Suburban
Basic
0
1
645
3
2024-03-07 15:21:39.104139
Average
Yes
Weekly
Apartment
587
40,930
59
Male
17,183
Divorced
3
Bachelor's
null
49.485911
Rural
Basic
1
17
690
7
2024-02-08 15:21:39.261856
Poor
Yes
Weekly
House
1,037
40,931
45
Female
24,495
Single
3
Master's
null
12.082532
Urban
Comprehensive
2
9
668
8
2020-04-26 15:21:39.190215
null
No
Rarely
House
98
40,932
44
Female
67,374
Divorced
1
Master's
Self-Employed
19.059981
Suburban
Basic
0
1
382
7
2020-09-23 15:21:39.237118
Average
No
Rarely
House
40
40,933
30
Male
null
Married
1
PhD
Employed
12.004068
Urban
Basic
0
4
761
9
2022-02-08 15:21:39.084065
Poor
No
Daily
House
219
40,934
27
Male
20,863
Divorced
1
PhD
null
41.126519
Suburban
Premium
2
19
821
5
2023-01-13 15:21:39.134960
Poor
Yes
Rarely
House
2,735
40,935
33
Female
23,222
Divorced
3
PhD
null
17.675516
Suburban
Comprehensive
null
9
796
7
2021-06-21 15:21:39.090124
Poor
No
Monthly
House
1,167
40,936
48
Male
97,555
Divorced
4
Master's
Self-Employed
17.121272
Rural
Basic
2
12
502
1
2024-05-29 15:21:39.130190
Poor
No
Monthly
House
3,679
40,937
57
Male
42,624
Single
null
PhD
Employed
38.933186
Urban
Comprehensive
1
11
564
8
2023-02-15 15:21:39.278402
Average
Yes
Rarely
Apartment
572
40,938
54
Male
17,493
Single
3
Bachelor's
null
41.146446
Urban
Comprehensive
1
1
null
6
2022-03-20 15:21:39.155231
Poor
Yes
Daily
House
1,236
40,939
48
Female
36,806
Divorced
4
Master's
Self-Employed
21.698938
Urban
Premium
null
12
842
9
2023-07-29 15:21:39.174719
Poor
Yes
Monthly
Apartment
459
40,940
22
Male
68,389
Divorced
0
Master's
Employed
14.865164
Rural
Comprehensive
null
15
423
2
2022-02-05 15:21:39.218388
Good
Yes
Weekly
House
573
40,941
39
Female
84,881
Divorced
null
Bachelor's
null
42.839749
Urban
Premium
2
5
497
4
2020-08-30 15:21:39.143708
Good
Yes
Monthly
Condo
2,122
40,942
31
Male
125,970
Single
2
Master's
Unemployed
null
Suburban
Premium
2
6
339
6
2019-10-26 15:21:39.097737
Average
Yes
Rarely
Condo
482
40,943
56
Male
25,776
Married
3
Bachelor's
Unemployed
7.985711
Suburban
Basic
1
10
712
1
2022-05-27 15:21:39.155231
Average
No
Monthly
Condo
563
40,944
58
Male
5,185
Married
4
Master's
Self-Employed
12.088436
Rural
Basic
null
19
384
6
2024-05-22 15:21:39.198406
Average
No
Daily
Condo
1,427
40,945
21
Female
880
Married
1
PhD
Self-Employed
37.829124
Urban
Comprehensive
2
12
574
9
2023-09-19 15:21:39.155231
Average
No
Weekly
Apartment
1,329
40,946
61
Male
16,459
Married
3
PhD
null
24.665526
Urban
Premium
1
0
797
4
2020-06-16 15:21:39.134960
Poor
Yes
Monthly
Condo
1,085
40,947
19
Male
729
Single
2
PhD
Self-Employed
42.780972
Rural
Comprehensive
0
17
788
9
2021-11-30 15:21:39.134960
Poor
No
Monthly
House
123
40,948
52
Male
45,318
Divorced
null
High School
Self-Employed
null
Urban
Premium
2
15
690
3
2021-09-06 15:21:39.155231
null
Yes
Daily
House
1,442
40,949
49
Male
6,927
Divorced
null
High School
Self-Employed
9.255978
Urban
Comprehensive
1
5
675
1
2022-12-11 15:21:39.107553
Average
Yes
Daily
Condo
1,109
40,950
22
Female
67
Single
1
Master's
Unemployed
21.924352
Suburban
Basic
null
6
472
7
2022-08-26 15:21:39.155231
Average
No
Monthly
House
20
40,951
42
Female
8,098
Single
1
PhD
Employed
28.098975
Rural
Comprehensive
null
18
637
3
2023-08-03 15:21:39.155231
Poor
No
Daily
House
586
40,952
57
Male
26,627
Divorced
4
Bachelor's
Employed
17.848349
Rural
Comprehensive
2
11
631
3
2019-11-14 15:21:39.237118
Good
No
Rarely
House
215
40,953
53
Female
3,762
Divorced
null
Bachelor's
null
34.078509
Rural
Premium
1
16
559
3
2023-11-07 15:21:39.261856
Average
Yes
Weekly
Condo
3,182
40,954
38
Male
35,475
Single
4
High School
Self-Employed
24.839355
Suburban
Basic
0
3
519
3
2020-11-15 15:21:39.211806
null
Yes
Daily
Condo
1,804
40,955
50
Female
18,391
Single
0
PhD
Self-Employed
12.336922
Suburban
Basic
null
2
830
4
2023-07-10 15:21:39.108562
Good
No
Daily
Apartment
2,104
40,956
55
Female
39,454
Single
2
PhD
Unemployed
14.71564
Rural
Comprehensive
5
18
622
7
2023-01-12 15:21:39.216387
Poor
No
Weekly
Condo
977
40,957
30
Female
12,881
Single
2
PhD
Unemployed
30.302518
Urban
Premium
null
1
578
6
2023-01-31 15:21:39.237118
Poor
Yes
Rarely
Apartment
2,658
40,958
47
Male
47,145
Single
null
High School
null
35.691879
Suburban
Comprehensive
2
2
639
8
2023-11-22 15:21:39.126661
Poor
No
Weekly
Apartment
20
40,959
37
Female
18,085
Single
3
Bachelor's
Self-Employed
44.262045
Suburban
Comprehensive
null
2
727
5
2020-04-21 15:21:39.126661
Average
No
Monthly
Condo
2,064
40,960
33
Male
38,991
Divorced
2
High School
Self-Employed
29.990789
Rural
Premium
2
4
null
1
2024-01-21 15:21:39.083497
Good
No
Rarely
Condo
536
40,961
23
Male
55,437
Married
4
PhD
Employed
18.688371
Rural
Basic
1
19
348
4
2024-01-11 15:21:39.202448
Good
No
Weekly
Apartment
1,024
40,962
48
Female
7,030
Divorced
4
Master's
Employed
26.71482
Suburban
Premium
0
2
369
4
2021-11-12 15:21:39.192212
Average
No
Weekly
Apartment
631
40,963
31
Female
57,645
Divorced
2
PhD
null
27.957031
Rural
Basic
1
13
473
9
2022-06-24 15:21:39.247098
Average
No
Weekly
Apartment
3,186
40,964
36
Male
19,774
Married
4
PhD
Employed
26.966002
Rural
Basic
0
6
577
5
2024-06-19 15:21:39.087123
Good
Yes
Rarely
Condo
1,173
40,965
45
Male
23,470
Married
2
Bachelor's
null
27.879244
Suburban
Basic
0
11
562
6
2019-12-25 15:21:39.282785
Poor
Yes
Weekly
House
1,257
40,966
54
Male
12,963
Divorced
3
High School
Unemployed
null
Rural
Premium
2
13
790
5
2022-02-14 15:21:39.257696
Good
Yes
Rarely
Apartment
734
40,967
36
Female
3,701
Single
1
PhD
null
38.664318
Suburban
Premium
null
11
null
9
2022-10-01 15:21:39.218388
null
No
Rarely
House
1,844
40,968
32
Male
52,221
Single
2
Master's
Employed
22.874805
Suburban
Basic
null
18
370
2
2024-06-10 15:21:39.125660
Poor
Yes
Rarely
Apartment
2,046
40,969
21
Female
38,480
Married
4
PhD
Self-Employed
15.955161
Urban
Basic
1
4
785
5
2022-08-29 15:21:39.237118
Poor
No
Rarely
Condo
1,482
40,970
39
Female
20,109
Married
null
Bachelor's
Unemployed
36.038579
Suburban
Comprehensive
2
8
486
2
2023-02-02 15:21:39.164044
Good
Yes
Daily
Apartment
809
40,971
20
Female
6,901
Married
0
PhD
null
17.244871
Urban
Comprehensive
null
5
752
9
2022-03-20 15:21:39.246098
null
Yes
Weekly
Condo
1,204
40,972
40
Male
3,111
Married
1
Bachelor's
Unemployed
45.637862
Rural
Premium
1
18
427
4
2021-07-19 15:21:39.246098
Good
No
Weekly
House
1,018
40,973
58
Male
36,556
Married
1
High School
Unemployed
6.327724
Urban
Comprehensive
0
12
783
8
2020-12-31 15:21:39.191219
Poor
No
Daily
Apartment
3,104
40,974
54
Female
15,819
Married
1
Bachelor's
null
22.231805
Suburban
Comprehensive
2
13
357
3
2023-11-20 15:21:39.276901
Good
Yes
Weekly
Apartment
972
40,975
61
Female
21,073
Divorced
null
Master's
Employed
22.271241
Urban
Premium
null
12
689
1
2021-12-15 15:21:39.172097
Poor
No
Monthly
Apartment
776
40,976
45
Female
122,846
Single
1
PhD
null
18.785518
Suburban
Premium
0
4
433
2
2024-07-22 15:21:39.134960
null
No
Monthly
Apartment
1,686
40,977
30
Male
18,063
Divorced
0
High School
Employed
6.985824
Urban
Comprehensive
null
19
656
5
2024-02-04 15:21:39.155231
Poor
Yes
Weekly
House
921
40,978
51
Female
37,486
Married
1
High School
Employed
47.776867
Rural
Premium
0
5
443
1
2021-05-13 15:21:39.129190
Average
No
Monthly
House
1,841
40,979
60
Female
4,425
Single
1
Bachelor's
Self-Employed
28.471989
Urban
Premium
2
6
534
7
2019-08-25 15:21:39.081504
Good
No
Monthly
Apartment
843
40,980
36
Female
44,933
Single
4
PhD
Unemployed
17.92431
Rural
Basic
null
7
723
5
2023-06-01 15:21:39.188220
Average
No
Rarely
Apartment
679
40,981
21
Male
90,615
Divorced
0
High School
null
null
Urban
Basic
null
7
null
6
2024-02-09 15:21:39.270454
Poor
Yes
Weekly
Condo
3,340
40,982
43
Female
5,770
Divorced
null
Bachelor's
Self-Employed
18.766204
Suburban
Basic
1
7
841
8
2019-09-28 15:21:39.093681
Average
No
Rarely
Apartment
738
40,983
40
Male
16,861
Divorced
0
Bachelor's
null
8.827608
Suburban
Basic
null
18
747
8
2021-03-13 15:21:39.254678
Good
No
Monthly
Apartment
2,940
40,984
30
Male
5,363
Divorced
2
PhD
null
27.811181
Urban
Premium
1
0
322
5
2022-04-16 15:21:39.148733
Good
Yes
Daily
Apartment
1,922
40,985
63
Male
null
Divorced
null
Bachelor's
Unemployed
7.147926
Rural
Premium
0
10
417
9
2024-03-12 15:21:39.196387
Poor
Yes
Rarely
Condo
1,281
40,986
53
Male
6,972
Divorced
3
PhD
Employed
25.481351
Urban
Basic
1
4
529
2
2022-05-23 15:21:39.134960
Average
Yes
Daily
Condo
431
40,987
56
Male
1,143
Single
3
Bachelor's
Unemployed
9.131824
Rural
Comprehensive
null
2
772
4
2022-05-30 15:21:39.250151
Good
Yes
Weekly
Apartment
2,347
40,988
40
Male
32,467
Single
4
Bachelor's
Unemployed
27.919919
Rural
Basic
null
15
782
6
2020-12-28 15:21:39.126661
Good
No
Daily
Apartment
3,858
40,989
56
Male
65,623
Married
1
High School
Employed
34.13366
Urban
Basic
0
8
431
7
2024-08-02 15:21:39.214388
Poor
No
Monthly
Condo
733
40,990
38
Male
4,958
Married
2
Bachelor's
null
18.958705
Urban
Premium
0
9
null
6
2023-02-12 15:21:39.126661
null
No
Monthly
Condo
537
40,991
29
Female
74,500
Married
2
High School
null
27.245341
Suburban
Comprehensive
0
18
364
3
2020-09-28 15:21:39.207847
Poor
No
Rarely
Apartment
1,103
40,992
34
Female
43,762
Divorced
4
Master's
Employed
41.098395
Suburban
Basic
null
15
null
5
2020-08-21 15:21:39.096739
Good
No
Weekly
Condo
474
40,993
20
Male
45,626
Single
3
Master's
Employed
18.913957
Urban
Premium
0
11
780
2
2020-09-16 15:21:39.236064
Good
Yes
Daily
Condo
795
40,994
53
Male
23,924
Single
4
PhD
Unemployed
42.824744
Urban
Basic
0
19
594
5
2020-07-17 15:21:39.107553
Good
No
Daily
House
1,287
40,995
25
Male
9,094
Divorced
3
PhD
null
47.142987
Urban
Comprehensive
1
8
538
8
2024-07-20 15:21:39.095696
Average
Yes
Rarely
Apartment
2,458
40,996
53
Female
1,401
Married
4
Master's
Employed
24.410053
Suburban
Premium
2
15
668
9
2024-02-17 15:21:39.228521
Average
Yes
Rarely
House
549
40,997
28
Male
77,551
Married
2
Bachelor's
Self-Employed
45.848122
Rural
Basic
3
14
484
8
2019-10-16 15:21:39.279729
null
No
Rarely
House
1,489
40,998
40
Female
148,614
Married
4
Master's
Unemployed
14.49783
Urban
Premium
1
0
393
5
2020-08-23 15:21:39.102694
null
No
Rarely
Apartment
393
40,999
38
Female
null
null
3
PhD
Unemployed
null
Suburban
Premium
null
15
684
9
2023-01-12 15:21:39.084065
Good
Yes
Monthly
House
2,168