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
21,900
48
Male
45,469
Married
4
Master's
null
13.094122
Urban
Premium
2
19
317
6
2024-02-02 15:21:39.117183
Good
No
Daily
Condo
3,637
21,901
48
Female
30,221
Divorced
2
Master's
Employed
16.779226
Suburban
Premium
0
6
758
2
2021-10-04 15:21:39.106582
Good
Yes
Monthly
Apartment
595
21,902
42
Female
9,274
null
3
High School
null
42.517964
Suburban
Basic
1
15
471
7
2020-09-20 15:21:39.224915
Average
Yes
Weekly
Condo
204
21,903
63
Male
8,092
Single
2
Master's
null
4.258919
Urban
Premium
0
1
null
4
2023-12-28 15:21:39.264504
Good
Yes
Monthly
Condo
573
21,904
36
Female
12,042
Single
2
PhD
Self-Employed
10.934782
Urban
Basic
0
1
829
1
2022-10-20 15:21:39.213373
Poor
No
Weekly
House
1,178
21,905
null
Male
106,571
Married
3
PhD
Unemployed
36.623575
Urban
Premium
null
18
708
1
2022-11-08 15:21:39.194829
Good
Yes
Weekly
House
43
21,906
62
Male
1,066
Divorced
4
High School
null
37.976316
Suburban
Premium
2
6
null
2
2020-04-11 15:21:39.259788
Average
No
Weekly
Condo
757
21,907
36
Male
128,538
Married
0
High School
Unemployed
38.776775
Suburban
Premium
null
3
761
8
2020-07-27 15:21:39.092127
Poor
No
Rarely
House
101
21,908
22
Female
39,943
Divorced
4
PhD
Employed
8.534019
Suburban
Premium
0
7
807
9
2020-03-16 15:21:39.271453
Average
Yes
Daily
House
453
21,909
51
Male
12,086
null
2
Bachelor's
null
34.393501
Suburban
Premium
0
10
671
4
2020-01-17 15:21:39.171102
null
Yes
Monthly
Apartment
29
21,910
45
Male
73,856
Divorced
3
Master's
null
37.953183
Urban
Premium
0
17
320
4
2021-08-11 15:21:39.256696
Poor
No
Daily
Apartment
1,107
21,911
30
Female
7,418
Married
3
High School
null
null
Urban
Basic
null
13
null
7
2024-07-18 15:21:39.155231
Average
Yes
Monthly
Condo
1,013
21,912
32
Male
718
Married
4
Bachelor's
Unemployed
16.72328
Suburban
Basic
3
10
717
2
2020-03-09 15:21:39.086123
Good
No
Daily
House
478
21,913
33
Male
59,081
Single
3
Bachelor's
Self-Employed
25.151731
Urban
Comprehensive
0
6
829
8
2019-09-08 15:21:39.155231
Good
No
Rarely
Condo
2,654
21,914
53
Female
38,934
Divorced
1
Bachelor's
Unemployed
43.848146
Suburban
Basic
2
7
787
6
2021-01-11 15:21:39.172097
Average
No
Rarely
Condo
590
21,915
21
Female
66,739
Single
3
Master's
Self-Employed
36.388414
Urban
Comprehensive
3
8
454
1
2020-04-21 15:21:39.134960
Average
Yes
Weekly
Apartment
715
21,916
61
Male
18,123
Single
null
High School
Employed
39.892373
Rural
Comprehensive
0
1
null
3
2024-01-17 15:21:39.134960
Average
Yes
Rarely
Apartment
113
21,917
31
Male
102,742
Married
2
High School
Employed
19.781821
Rural
Premium
2
11
446
2
2022-01-11 15:21:39.188220
Average
Yes
Daily
Condo
1,672
21,918
61
Female
50,497
Divorced
null
Bachelor's
Unemployed
24.276622
Rural
Basic
null
16
509
6
2024-01-13 15:21:39.201446
Good
No
Monthly
Apartment
291
21,919
33
Female
17,850
Married
0
Master's
Unemployed
6.019471
Rural
Premium
2
19
null
9
2020-10-14 15:21:39.188220
Good
No
Rarely
House
571
21,920
42
Male
17,750
Divorced
4
High School
Unemployed
29.789956
Rural
Comprehensive
2
2
571
4
2023-04-13 15:21:39.237118
Good
Yes
Rarely
Condo
40
21,921
45
Male
1,714
Single
3
PhD
Self-Employed
37.661976
Rural
Premium
1
17
826
3
2022-05-27 15:21:39.109552
Average
No
Weekly
Condo
2,809
21,922
23
Male
27,442
Divorced
0
PhD
null
24.812647
Rural
Basic
0
8
659
9
2021-09-19 15:21:39.134960
Good
No
Daily
Apartment
1,358
21,923
39
Male
122,967
Divorced
4
Bachelor's
Employed
12.526727
Urban
Basic
0
13
657
8
2022-10-09 15:21:39.155231
Good
No
Weekly
Apartment
270
21,924
30
Female
2,702
Divorced
2
PhD
null
22.079919
Rural
Basic
2
16
336
7
2019-12-31 15:21:39.081504
Poor
No
Rarely
Apartment
883
21,925
31
Male
null
Single
1
Bachelor's
Employed
19.988276
Suburban
Premium
0
11
419
3
2023-05-03 15:21:39.119168
Good
No
Daily
House
956
21,926
63
Female
54,574
Divorced
3
Bachelor's
null
12.991873
Suburban
Basic
null
11
747
4
2021-09-18 15:21:39.217387
Average
No
Rarely
Condo
345
21,927
62
Male
25,846
Divorced
0
Master's
Employed
27.290986
Urban
Basic
2
0
729
2
2020-10-08 15:21:39.181605
Poor
No
Daily
Apartment
258
21,928
39
Male
7,981
Divorced
3
High School
Employed
6.018748
Urban
Premium
null
3
461
9
2021-03-24 15:21:39.274993
null
Yes
Rarely
Apartment
2,801
21,929
48
Female
1,993
Married
4
High School
Unemployed
32.641806
Rural
Premium
1
5
null
8
2020-11-02 15:21:39.237118
Good
No
Weekly
Apartment
24
21,930
57
Female
66,724
Married
4
Bachelor's
Unemployed
11.443607
Urban
Comprehensive
null
10
398
2
2022-04-16 15:21:39.155231
Poor
No
Daily
Apartment
1,822
21,931
49
Male
3,401
Married
1
High School
Unemployed
7.965016
Urban
Basic
null
16
616
1
2023-10-26 15:21:39.086123
Average
No
Daily
Condo
130
21,932
30
Female
37,818
Single
1
PhD
null
11.776574
Suburban
Basic
null
16
837
2
2020-05-01 15:21:39.237118
Average
Yes
Monthly
Apartment
940
21,933
32
Male
8,738
Single
1
High School
null
29.049677
Rural
Basic
0
15
465
7
2023-12-10 15:21:39.134960
Good
No
Rarely
Condo
127
21,934
28
Female
39,698
Single
3
Bachelor's
Employed
21.743707
Suburban
Comprehensive
1
16
532
2
2022-03-27 15:21:39.173834
Poor
No
Daily
House
1,042
21,935
27
Male
38,173
Married
1
PhD
Employed
45.166026
Urban
Basic
null
3
596
1
2020-06-27 15:21:39.095696
Average
Yes
Weekly
Apartment
1,581
21,936
28
Male
1,208
Married
2
PhD
Employed
26.836233
Rural
Premium
null
4
638
5
2021-05-04 15:21:39.097737
Good
Yes
Daily
Condo
2,057
21,937
24
Male
74,488
Married
2
Bachelor's
Employed
40.764989
Urban
Comprehensive
0
15
410
6
2020-11-27 15:21:39.143708
Good
No
Monthly
House
3,897
21,938
19
Male
26,861
Married
3
PhD
Employed
13.030812
Suburban
Premium
1
11
null
3
2021-05-30 15:21:39.207847
Poor
Yes
Rarely
Apartment
1,450
21,939
34
Male
5,044
Married
1
Master's
Employed
13.170816
Rural
Comprehensive
null
3
718
5
2023-06-09 15:21:39.283783
Poor
Yes
Monthly
Apartment
523
21,940
49
Female
13,411
Single
3
High School
Self-Employed
14.072267
Suburban
Comprehensive
2
3
683
2
2023-05-04 15:21:39.182597
Poor
Yes
Daily
Apartment
4,881
21,941
31
Male
7,878
Single
0
Master's
Self-Employed
15.776962
Urban
Comprehensive
0
19
513
9
2022-08-15 15:21:39.122134
Poor
Yes
Daily
Apartment
513
21,942
62
Female
24,498
Divorced
2
PhD
Unemployed
32.844207
Urban
Basic
1
16
765
6
2020-03-11 15:21:39.155231
Good
No
Monthly
Apartment
606
21,943
23
Male
66,851
Single
2
Master's
Unemployed
22.796584
Urban
Premium
null
2
325
3
2020-07-21 15:21:39.198406
Good
Yes
Rarely
Condo
668
21,944
46
Male
17,852
Divorced
0
High School
null
25.158802
Suburban
Comprehensive
1
13
638
4
2022-09-04 15:21:39.285112
null
Yes
Daily
Apartment
728
21,945
18
Female
32,842
Married
1
Master's
Employed
25.722222
Rural
Premium
1
15
794
4
2022-12-21 15:21:39.268507
Good
Yes
Daily
House
1,068
21,946
57
Female
10,178
Single
3
High School
null
26.869005
Rural
Premium
0
12
645
2
2023-07-15 15:21:39.223901
Average
No
Rarely
Apartment
595
21,947
28
Female
17,086
Married
3
Bachelor's
null
28.859333
Rural
Comprehensive
null
19
731
9
2022-03-16 15:21:39.149731
Poor
No
Weekly
House
285
21,948
44
Male
5,977
Married
0
PhD
Employed
43.593893
Rural
Basic
0
0
null
4
2021-03-15 15:21:39.267454
Good
No
Daily
House
953
21,949
37
Female
4,711
Married
3
Bachelor's
Unemployed
43.268721
Suburban
Basic
0
5
453
7
2020-02-29 15:21:39.237118
null
No
Rarely
House
1,438
21,950
58
Female
16,983
Single
3
PhD
Employed
7.979667
Rural
Premium
null
17
534
9
2021-07-22 15:21:39.226954
Poor
Yes
Daily
Condo
1,705
21,951
21
Female
2,398
Single
2
Master's
Employed
3.823128
Rural
Comprehensive
0
8
703
3
2022-05-26 15:21:39.190215
null
Yes
Rarely
Condo
1,074
21,952
36
Female
20,661
Divorced
4
PhD
null
28.423849
Suburban
Premium
1
4
600
6
2022-05-05 15:21:39.132191
Poor
Yes
Daily
Condo
25
21,953
38
Female
72,671
Divorced
3
High School
null
21.615216
Rural
Premium
0
12
350
9
2022-07-09 15:21:39.267454
Poor
No
Weekly
Condo
1,174
21,954
63
Female
13,754
Single
2
Bachelor's
null
10.886614
Urban
Basic
1
19
607
9
2024-08-01 15:21:39.282785
Average
Yes
Rarely
House
2,635
21,955
38
Female
43,743
Divorced
1
High School
Self-Employed
9.569354
Urban
Basic
2
11
null
3
2020-01-31 15:21:39.164044
Poor
Yes
Monthly
House
1,403
21,956
28
Male
3,074
Single
null
High School
Unemployed
43.865412
Urban
Premium
2
12
null
5
2024-01-10 15:21:39.237118
Average
No
Daily
Condo
2,558
21,957
46
Male
23,894
Married
null
PhD
Self-Employed
14.126321
Urban
Comprehensive
0
2
635
8
2022-09-17 15:21:39.188220
Poor
No
Rarely
House
2,359
21,958
56
Male
15,987
Single
0
PhD
null
23.859312
Suburban
Basic
null
0
641
7
2020-05-24 15:21:39.134960
Poor
Yes
Rarely
Condo
783
21,959
41
Female
73,927
Single
3
Bachelor's
null
24.16152
Rural
Comprehensive
0
10
439
1
2022-07-26 15:21:39.253660
Good
No
Daily
House
1,069
21,960
49
Male
92,475
Married
null
Master's
null
34.191247
Rural
Comprehensive
0
4
402
4
2022-09-23 15:21:39.097737
Good
Yes
Daily
Condo
481
21,961
61
Female
33,600
Divorced
0
PhD
null
16.946108
Suburban
Premium
null
4
758
8
2023-11-24 15:21:39.134960
Good
Yes
Monthly
Apartment
633
21,962
59
Male
2,978
Married
1
Bachelor's
Self-Employed
24.17493
Rural
Basic
null
4
386
1
2024-01-06 15:21:39.216387
Average
Yes
Weekly
Condo
131
21,963
26
Female
73,837
Divorced
3
High School
Employed
52.407534
Rural
Comprehensive
null
3
775
4
2023-12-22 15:21:39.155231
Average
No
Weekly
Apartment
2,047
21,964
18
Male
86,956
null
1
Master's
Unemployed
4.724015
Suburban
Premium
0
10
419
9
2023-11-11 15:21:39.145732
Good
No
Daily
House
1,344
21,965
18
Male
92,725
Married
3
Master's
Unemployed
null
Rural
Premium
null
9
638
2
2020-12-04 15:21:39.205850
Poor
No
Rarely
Apartment
2,749
21,966
23
Female
16,094
Divorced
0
Master's
Employed
33.608938
Rural
Premium
null
17
622
9
2020-02-25 15:21:39.084065
Average
Yes
Weekly
House
26
21,967
45
Female
84,888
Married
2
High School
Employed
7.936233
Suburban
Basic
1
6
686
6
2022-01-29 15:21:39.146733
Average
Yes
Weekly
House
283
21,968
63
Male
81,807
Divorced
null
High School
Unemployed
44.829253
Suburban
Basic
0
15
393
1
2021-10-30 15:21:39.096739
Good
No
Daily
Apartment
724
21,969
42
Male
35,659
Married
4
Master's
Unemployed
23.908981
Suburban
Premium
1
19
null
5
2021-10-29 15:21:39.083497
Average
Yes
Rarely
House
700
21,970
56
Female
37,486
Divorced
0
Master's
Unemployed
23.918367
Rural
Comprehensive
0
13
595
8
2020-03-08 15:21:39.280784
Average
Yes
Rarely
Condo
48
21,971
47
Female
8,892
Married
0
PhD
null
28.433746
Suburban
Premium
1
5
485
3
2020-09-30 15:21:39.218388
Good
Yes
Daily
Apartment
461
21,972
50
Female
26,379
Single
1
Bachelor's
null
7.812589
Rural
Premium
1
6
698
1
2023-09-04 15:21:39.122134
Poor
Yes
Weekly
House
578
21,973
35
Male
12,724
Divorced
1
PhD
Self-Employed
13.589645
Urban
Premium
1
0
null
4
2021-10-19 15:21:39.082499
Poor
Yes
Weekly
Condo
2,017
21,974
60
Female
138,055
Single
2
High School
null
30.049585
Rural
Premium
1
0
438
1
2021-12-08 15:21:39.202448
Good
Yes
Daily
Apartment
22
21,975
46
Male
133,843
Single
1
High School
null
30.573959
Rural
Comprehensive
2
6
823
2
2022-11-21 15:21:39.228521
Poor
Yes
Weekly
Condo
3,494
21,976
26
Male
28,266
null
2
Master's
null
38.482958
Suburban
Basic
0
13
632
6
2022-11-10 15:21:39.237118
Average
No
Weekly
House
475
21,977
48
Female
54,424
Single
0
High School
Unemployed
19.555923
Suburban
Premium
null
11
502
4
2019-10-23 15:21:39.118178
Good
No
Monthly
House
1,878
21,978
22
Male
16,072
Married
3
Bachelor's
Employed
21.646666
Urban
Comprehensive
2
12
784
7
2022-02-25 15:21:39.155231
Average
Yes
Weekly
Condo
2,578
21,979
62
Female
15,983
Divorced
2
Master's
Unemployed
9.493
Urban
Comprehensive
2
2
647
5
2024-02-22 15:21:39.205850
Good
Yes
Rarely
Apartment
1,232
21,980
51
Female
2,571
Married
0
High School
Employed
34.478503
Suburban
Premium
3
8
486
7
2022-08-13 15:21:39.237118
Poor
Yes
Weekly
House
293
21,981
24
Female
12,058
Married
2
High School
null
28.053921
Rural
Basic
null
16
432
2
2022-05-02 15:21:39.091080
Average
No
Monthly
Apartment
907
21,982
51
Female
14,073
Single
1
Master's
Unemployed
35.57878
Urban
Comprehensive
0
19
818
9
2020-07-17 15:21:39.155231
Average
Yes
Daily
House
1,341
21,983
47
Female
15,961
Single
1
Bachelor's
Unemployed
30.817391
Rural
Basic
0
3
576
8
2022-12-19 15:21:39.134960
Good
Yes
Rarely
Condo
651
21,984
62
Male
39,095
Married
1
High School
null
12.434868
Rural
Comprehensive
1
11
324
4
2024-02-10 15:21:39.081504
Good
Yes
Weekly
House
1,442
21,985
48
Female
14,961
Divorced
2
Bachelor's
null
38.148877
Rural
Basic
1
1
783
5
2020-02-26 15:21:39.151732
Average
No
Weekly
Condo
24
21,986
36
Female
35,321
Married
4
Master's
Self-Employed
34.933709
Urban
Premium
null
7
null
5
2021-07-05 15:21:39.134960
Good
Yes
Daily
Apartment
1,620
21,987
54
Male
1,671
Divorced
0
PhD
Employed
18.157025
Urban
Premium
null
11
469
3
2022-07-18 15:21:39.095696
null
Yes
Monthly
Apartment
66
21,988
21
Male
44,937
Divorced
4
Bachelor's
Self-Employed
29.769861
Suburban
Premium
null
9
603
1
2019-09-22 15:21:39.170099
Good
Yes
Monthly
Condo
766
21,989
45
Female
13,981
Divorced
2
PhD
Unemployed
31.527152
Urban
Basic
1
17
553
1
2022-04-27 15:21:39.191219
null
Yes
Weekly
Apartment
115
21,990
41
Male
24,663
Married
3
High School
null
51.011609
Urban
Comprehensive
2
13
null
9
2019-10-05 15:21:39.169102
Average
Yes
Weekly
Condo
962
21,991
24
Female
27,358
Single
2
High School
null
21.271114
Suburban
Basic
null
16
null
1
2023-03-20 15:21:39.192212
Poor
Yes
Weekly
House
664
21,992
64
Male
23,584
Divorced
null
High School
null
41.120323
Urban
Premium
0
7
575
7
2024-07-28 15:21:39.182597
Poor
Yes
Monthly
Apartment
628
21,993
54
Female
6,566
Divorced
0
Bachelor's
null
46.390546
Suburban
Basic
null
14
778
3
2019-10-03 15:21:39.278180
Poor
No
Monthly
Condo
225
21,994
39
Female
708
Single
4
Bachelor's
Employed
38.581113
Urban
Basic
2
9
710
6
2023-04-10 15:21:39.226954
Good
No
Monthly
House
4,517
21,995
31
Female
24,605
Married
3
PhD
Unemployed
43.018533
Urban
Basic
null
1
476
9
2020-03-02 15:21:39.219432
Average
Yes
Daily
Apartment
1,662
21,996
41
Male
35,620
Married
2
High School
Self-Employed
24.9385
Urban
Premium
null
15
465
9
2021-01-30 15:21:39.134960
Poor
No
Rarely
House
1,252
21,997
29
Female
15,052
null
2
PhD
Self-Employed
38.459863
Suburban
Premium
2
19
538
5
2024-03-25 15:21:39.256696
Poor
Yes
Monthly
Apartment
1,368
21,998
19
Male
131,257
null
1
Bachelor's
Unemployed
51.405928
Suburban
Premium
1
6
683
7
2021-03-11 15:21:39.128286
Good
No
Rarely
House
1,105
21,999
29
Male
15,430
Single
4
Master's
Employed
29.120987
Rural
Comprehensive
null
8
684
4
2020-07-14 15:21:39.094752
Poor
No
Monthly
House
622