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
53,900
53
Male
23,584
Single
1
High School
null
28.038572
Rural
Premium
1
0
713
2
2023-02-27 15:21:39.111551
Good
Yes
Rarely
Apartment
2,372
53,901
48
Male
12,843
Single
4
Master's
Unemployed
16.061214
Rural
Comprehensive
0
1
682
2
2023-04-22 15:21:39.221386
Good
No
Weekly
House
1,339
53,902
50
Female
102,043
Single
3
PhD
Employed
18.827112
Urban
Premium
0
18
350
9
2023-07-14 15:21:39.134960
Average
Yes
Daily
Condo
317
53,903
54
Male
25,010
Married
0
PhD
null
37.188881
Rural
Premium
0
6
607
9
2021-04-03 15:21:39.265513
Good
No
Weekly
Condo
597
53,904
56
Female
20,370
Married
3
Bachelor's
null
12.06481
Suburban
Premium
2
3
497
7
2023-11-29 15:21:39.155231
Good
Yes
Weekly
Apartment
933
53,905
23
Male
2,824
Married
0
Bachelor's
null
13.633127
Rural
Basic
null
4
442
2
2022-04-14 15:21:39.248098
null
No
Rarely
Condo
438
53,906
57
Female
71,814
Married
0
Master's
Unemployed
40.865833
Suburban
Basic
null
0
427
8
2020-05-03 15:21:39.084065
Good
No
Weekly
Condo
826
53,907
43
Female
2,710
Single
0
Bachelor's
null
16.272005
Suburban
Premium
null
11
629
9
2019-12-27 15:21:39.147735
Average
Yes
Monthly
House
3,138
53,908
38
Male
16,087
Divorced
1
PhD
null
3.814843
Urban
Comprehensive
1
13
468
3
2024-02-23 15:21:39.126661
Poor
No
Rarely
Apartment
1,575
53,909
64
Male
62,719
Married
0
PhD
Employed
46.099982
Urban
Basic
1
19
394
7
2024-07-14 15:21:39.134960
Poor
Yes
Monthly
Apartment
532
53,910
19
Female
10,761
Married
1
Bachelor's
null
28.927557
Rural
Comprehensive
1
16
590
9
2022-04-25 15:21:39.134960
Average
No
Weekly
Condo
1,684
53,911
57
Female
3,277
Married
1
PhD
Self-Employed
29.766144
Suburban
Comprehensive
2
13
null
9
2019-10-18 15:21:39.281787
Poor
No
Rarely
House
681
53,912
57
Female
null
Married
0
High School
Employed
29.811404
Suburban
Premium
2
12
587
2
2024-05-16 15:21:39.148733
Poor
Yes
Rarely
Condo
2,768
53,913
52
Male
12,051
Single
0
High School
Employed
38.647599
Rural
Basic
2
19
559
8
2022-08-21 15:21:39.217387
Good
Yes
Monthly
Apartment
220
53,914
36
Male
15,407
Single
null
High School
Self-Employed
47.171444
Suburban
Premium
null
13
467
7
2020-03-03 15:21:39.259788
Poor
Yes
Rarely
House
636
53,915
43
Female
36,506
Married
3
High School
Self-Employed
39.637128
Rural
Comprehensive
null
10
496
8
2019-09-19 15:21:39.131192
Good
No
Daily
Condo
539
53,916
20
Male
1,598
Single
4
High School
Unemployed
35.653726
Suburban
Basic
3
18
629
4
2021-11-24 15:21:39.237118
Poor
Yes
Rarely
House
1,347
53,917
28
Male
9,091
Married
3
Master's
Employed
4.17254
Suburban
Basic
0
14
745
2
2022-02-22 15:21:39.283783
Good
No
Monthly
House
926
53,918
28
Female
81,594
Married
1
High School
null
35.945251
Urban
Premium
0
14
486
8
2023-04-29 15:21:39.278402
Poor
Yes
Weekly
House
2,721
53,919
33
Male
2,415
Married
3
High School
Unemployed
30.138027
Urban
Comprehensive
null
8
575
2
2020-07-02 15:21:39.111551
Good
Yes
Daily
House
2,575
53,920
null
Female
122,475
Divorced
4
PhD
null
35.236921
Urban
Premium
1
0
332
4
2020-09-04 15:21:39.280784
Poor
Yes
Rarely
Condo
646
53,921
54
Male
26,188
Single
2
Bachelor's
Unemployed
16.150083
Suburban
Basic
null
1
725
5
2023-05-05 15:21:39.095696
null
Yes
Rarely
House
632
53,922
61
Male
24,603
Single
0
Master's
null
20.35306
Rural
Comprehensive
null
1
779
3
2023-01-02 15:21:39.134960
Good
No
Daily
Condo
2,321
53,923
19
Female
20,485
Divorced
2
Master's
Unemployed
7.039357
Urban
Premium
2
19
541
6
2023-02-27 15:21:39.274993
Average
Yes
Weekly
Apartment
2,091
53,924
42
Female
3,096
Married
4
Master's
Employed
23.126469
Urban
Premium
null
1
687
6
2019-08-23 15:21:39.123711
Average
No
Rarely
Apartment
1,249
53,925
39
Male
70,399
Divorced
0
Bachelor's
null
24.52734
Rural
Basic
1
6
696
7
2020-10-27 15:21:39.276901
Poor
No
Rarely
House
387
53,926
36
Female
61,254
Single
3
Bachelor's
null
23.701915
Urban
Comprehensive
0
18
778
5
2024-07-29 15:21:39.094752
null
Yes
Rarely
Condo
20
53,927
56
Male
6,093
Divorced
2
Master's
null
null
Urban
Premium
1
17
728
2
2020-12-12 15:21:39.205850
Good
No
Monthly
Apartment
785
53,928
18
Male
17,287
Divorced
2
Bachelor's
null
24.937763
Urban
Basic
1
7
614
4
2020-04-20 15:21:39.134960
Poor
Yes
Monthly
Condo
703
53,929
63
Female
37,652
Single
1
Bachelor's
Employed
15.936653
Suburban
Basic
1
12
617
1
2024-06-17 15:21:39.107553
Good
No
Rarely
Apartment
485
53,930
52
Female
10,098
Married
4
PhD
null
10.38152
Urban
Basic
1
3
619
8
2020-10-27 15:21:39.104139
Average
No
Daily
Apartment
885
53,931
26
Male
25,702
Divorced
3
Bachelor's
null
18.095747
Urban
Comprehensive
1
18
818
6
2023-11-21 15:21:39.289099
Good
Yes
Daily
Apartment
605
53,932
56
Female
29,252
Married
4
PhD
null
22.945252
Urban
Comprehensive
1
9
794
2
2020-12-10 15:21:39.219432
Average
No
Monthly
Apartment
1,281
53,933
46
Male
74,543
Married
3
PhD
Self-Employed
18.362338
Suburban
Premium
3
8
null
5
2023-07-22 15:21:39.134960
null
No
Daily
Condo
1,662
53,934
58
Female
7,053
Married
2
PhD
Unemployed
16.742173
Suburban
Basic
0
3
535
8
2024-04-27 15:21:39.256696
Average
No
Rarely
Apartment
1,219
53,935
46
Male
11,306
Single
2
Bachelor's
Employed
18.160832
Suburban
Comprehensive
0
8
470
6
2021-05-15 15:21:39.283783
Good
No
Rarely
Condo
1,853
53,936
26
Female
39,722
Single
1
Bachelor's
Unemployed
26.168651
Rural
Premium
null
1
600
5
2020-05-31 15:21:39.266452
Good
No
Daily
Apartment
132
53,937
40
Female
5,035
Divorced
2
Bachelor's
null
41.922861
Urban
Comprehensive
1
13
646
2
2021-01-23 15:21:39.149731
Good
No
Daily
House
116
53,938
23
Female
25,897
Married
0
PhD
Employed
28.957652
Suburban
Premium
1
6
null
7
2021-06-29 15:21:39.285112
Poor
Yes
Monthly
Condo
1,804
53,939
49
Female
46,019
Divorced
0
High School
Self-Employed
9.558713
Rural
Comprehensive
1
2
570
1
2022-07-06 15:21:39.237118
null
No
Monthly
Condo
1,515
53,940
57
Male
35,118
Married
3
Master's
null
5.867645
Suburban
Premium
null
18
392
3
2021-10-05 15:21:39.093681
Average
Yes
Weekly
House
1,493
53,941
30
Female
83,689
Divorced
3
Master's
null
13.34015
Rural
Comprehensive
1
16
488
9
2022-07-18 15:21:39.182597
Good
Yes
Daily
Apartment
397
53,942
61
Male
30,429
Single
1
PhD
Unemployed
13.354863
Suburban
Comprehensive
2
12
509
4
2022-05-25 15:21:39.248098
Good
Yes
Daily
Condo
641
53,943
44
Female
4,860
Divorced
3
Master's
Unemployed
30.81884
Rural
Basic
0
5
689
3
2020-08-26 15:21:39.263607
Good
No
Monthly
House
4,029
53,944
50
Male
17,923
Married
1
High School
null
34.844951
Suburban
Comprehensive
null
3
null
7
2021-06-26 15:21:39.272456
Poor
Yes
Monthly
Condo
114
53,945
24
Male
3,719
Single
4
PhD
Employed
26.828242
Rural
Premium
null
16
679
7
2022-09-20 15:21:39.187211
Poor
No
Weekly
Condo
2,145
53,946
19
Female
8,368
Single
4
High School
Self-Employed
12.009992
Urban
Basic
2
14
514
9
2020-12-05 15:21:39.121169
Good
Yes
Monthly
Condo
96
53,947
32
Female
8,608
Single
4
High School
Employed
16.16721
Suburban
Basic
0
8
578
2
2022-05-04 15:21:39.155231
Good
No
Daily
House
1,745
53,948
31
Male
54,854
Divorced
null
PhD
Unemployed
35.67807
Rural
Premium
1
5
447
1
2023-06-25 15:21:39.190215
Average
Yes
Monthly
Apartment
1,657
53,949
64
Female
44,334
Divorced
4
PhD
null
14.85825
Rural
Premium
2
6
370
6
2020-07-09 15:21:39.215386
Good
Yes
Daily
Apartment
805
53,950
39
Female
57,223
Married
4
High School
Unemployed
44.7988
Urban
Premium
0
12
607
2
2019-12-19 15:21:39.233998
Good
No
Rarely
House
4,928
53,951
51
Male
1,982
Single
null
PhD
Unemployed
31.904652
Suburban
Premium
null
3
642
5
2024-03-08 15:21:39.122134
Average
Yes
Daily
Apartment
1,982
53,952
37
Female
16,069
Single
3
Bachelor's
Self-Employed
16.064324
Urban
Comprehensive
2
3
508
4
2023-09-01 15:21:39.211806
Poor
Yes
Monthly
Apartment
1,135
53,953
28
Female
35,236
Married
null
PhD
null
16.187825
Rural
Basic
0
15
null
1
2021-04-08 15:21:39.167099
Good
Yes
Rarely
House
632
53,954
55
Female
29,111
Married
0
Bachelor's
Self-Employed
23.726242
Urban
Comprehensive
1
6
563
7
2021-07-24 15:21:39.258696
Good
No
Rarely
Condo
485
53,955
59
Female
24,983
Single
4
Bachelor's
null
15.283763
Rural
Premium
1
19
null
2
2020-07-11 15:21:39.256696
Average
Yes
Monthly
House
38
53,956
63
Male
28,215
Married
3
PhD
Self-Employed
26.051584
Suburban
Basic
0
12
375
6
2023-09-22 15:21:39.206847
Average
Yes
Rarely
Condo
2,452
53,957
23
Female
43,924
Divorced
1
Bachelor's
Self-Employed
18.735691
Rural
Comprehensive
1
7
622
8
2022-11-27 15:21:39.279729
Good
No
Monthly
Condo
818
53,958
53
Female
null
Married
4
Bachelor's
null
38.837392
Urban
Premium
0
15
420
9
2021-05-16 15:21:39.096739
Poor
Yes
Daily
Condo
966
53,959
58
Male
10,050
Married
2
PhD
Unemployed
18.908731
Rural
Comprehensive
0
11
617
3
2019-10-03 15:21:39.123711
Average
Yes
Daily
Apartment
704
53,960
23
Female
72,639
Married
4
Bachelor's
null
50.1615
Urban
Comprehensive
0
8
634
8
2021-10-26 15:21:39.205850
Good
Yes
Weekly
Apartment
1,857
53,961
64
Female
1,137
Divorced
1
PhD
Unemployed
23.93637
Urban
Premium
0
9
511
3
2023-07-20 15:21:39.097737
Average
Yes
Daily
Apartment
1,081
53,962
58
Male
75,791
Single
3
PhD
Employed
27.88108
Rural
Basic
2
18
331
1
2020-09-30 15:21:39.134960
Good
Yes
Rarely
House
3,452
53,963
44
Female
29,298
Married
3
Master's
Employed
28.609417
Urban
Basic
null
2
829
3
2020-07-11 15:21:39.188220
Good
No
Weekly
House
884
53,964
46
Female
2,747
Single
4
PhD
Employed
4.917803
Suburban
Comprehensive
1
2
null
8
2023-02-10 15:21:39.172097
Poor
Yes
Rarely
Apartment
2,823
53,965
48
Male
19,218
Married
2
Bachelor's
Employed
25.592952
Rural
Basic
0
3
813
7
2021-11-10 15:21:39.143708
Poor
No
Weekly
Apartment
1,620
53,966
64
Female
35,739
Single
0
Master's
Self-Employed
21.926698
Rural
Comprehensive
1
14
786
2
2022-11-02 15:21:39.147735
Poor
No
Daily
Apartment
886
53,967
63
Male
147,576
Single
4
Bachelor's
Self-Employed
35.653556
Rural
Premium
0
15
357
1
2021-09-10 15:21:39.188220
Good
No
Daily
House
1,035
53,968
20
Female
23,168
Single
3
Bachelor's
null
29.946366
Urban
Comprehensive
2
0
602
3
2021-02-07 15:21:39.225916
Average
Yes
Rarely
Condo
1,711
53,969
37
Male
17,081
null
3
Master's
Unemployed
38.082363
Urban
Basic
1
8
583
1
2023-06-05 15:21:39.095696
Average
No
Daily
Apartment
1,750
53,970
21
Female
27,401
Single
2
Bachelor's
Self-Employed
30.840622
Suburban
Basic
2
6
715
4
2023-03-01 15:21:39.222387
Poor
No
Rarely
House
3,233
53,971
24
Female
5,930
Divorced
1
High School
Unemployed
24.84846
Suburban
Basic
1
14
730
6
2022-08-18 15:21:39.122134
Good
No
Monthly
Condo
785
53,972
21
Female
13,373
Divorced
0
High School
Unemployed
11.586832
Rural
Basic
0
18
553
8
2020-08-22 15:21:39.122134
Good
Yes
Monthly
Condo
715
53,973
20
Female
45,929
Divorced
4
High School
Employed
5.93669
Urban
Basic
null
1
733
6
2023-10-14 15:21:39.155231
Good
No
Weekly
Apartment
955
53,974
20
Male
23,432
Single
4
Master's
null
5.096855
Suburban
Comprehensive
0
1
349
8
2021-05-19 15:21:39.286113
Average
No
Daily
Apartment
1,484
53,975
33
Female
17,881
Divorced
4
High School
Employed
30.253363
Rural
Comprehensive
0
18
722
1
2020-06-22 15:21:39.251142
Good
Yes
Monthly
Apartment
431
53,976
32
Male
2,699
Married
0
Bachelor's
Unemployed
23.622954
Urban
Premium
null
1
782
8
2020-11-19 15:21:39.128286
Average
Yes
Weekly
House
2,219
53,977
55
Male
40,252
Single
1
PhD
Self-Employed
29.819018
Urban
Basic
2
4
725
3
2021-05-27 15:21:39.171102
Good
Yes
Monthly
Apartment
1,404
53,978
34
Male
6,929
Married
4
High School
Self-Employed
26.786671
Rural
Comprehensive
1
9
812
4
2020-09-08 15:21:39.134960
Poor
No
Monthly
House
479
53,979
64
Male
81,266
Single
null
PhD
Self-Employed
11.950019
Suburban
Comprehensive
3
3
517
4
2024-04-11 15:21:39.276901
Average
Yes
Rarely
Apartment
109
53,980
61
Female
42,611
Single
3
Bachelor's
Self-Employed
20.16349
Urban
Comprehensive
1
17
442
2
2019-11-12 15:21:39.192212
Good
Yes
Rarely
House
2,313
53,981
59
Female
25,148
Divorced
null
Bachelor's
Self-Employed
20.01554
Urban
Comprehensive
null
13
822
5
2024-06-12 15:21:39.144722
Average
Yes
Weekly
House
649
53,982
50
Male
33
Divorced
2
High School
Self-Employed
41.567795
Urban
Basic
2
12
590
6
2021-08-27 15:21:39.188220
Poor
Yes
Rarely
House
717
53,983
22
Female
37,136
Divorced
null
PhD
Self-Employed
18.508516
Urban
Basic
0
10
560
1
2022-07-02 15:21:39.266452
Good
Yes
Rarely
Condo
1,394
53,984
31
Male
13,996
Single
2
Master's
Employed
34.078218
Urban
Comprehensive
null
16
485
8
2019-11-26 15:21:39.251142
Poor
Yes
Daily
House
2,050
53,985
57
Male
20,785
Single
0
Master's
Self-Employed
9.958195
Urban
Basic
null
13
310
3
2023-11-26 15:21:39.274993
Good
No
Monthly
House
2,078
53,986
46
Male
3,623
Single
1
Master's
null
35.507963
Suburban
Basic
1
13
466
1
2020-05-29 15:21:39.225916
Average
Yes
Rarely
Apartment
615
53,987
21
Male
16,095
Married
3
Bachelor's
Self-Employed
null
Rural
Premium
0
16
null
6
2021-09-05 15:21:39.237118
Good
Yes
Daily
House
705
53,988
25
Female
16,196
Married
4
Master's
Unemployed
14.056915
Rural
Comprehensive
1
11
726
8
2023-10-30 15:21:39.090124
Average
No
Monthly
Apartment
219
53,989
45
Male
1,692
Divorced
3
Bachelor's
Self-Employed
23.396679
Urban
Basic
4
4
626
9
2021-01-10 15:21:39.290098
Poor
Yes
Daily
Condo
491
53,990
20
Female
5,544
Single
0
PhD
Employed
43.753383
Suburban
Comprehensive
1
19
365
4
2020-01-07 15:21:39.134960
Poor
No
Monthly
House
2,401
53,991
42
Male
116,970
null
2
High School
null
9.240845
Rural
Basic
1
7
795
6
2021-09-29 15:21:39.081504
Average
Yes
Daily
Condo
2,386
53,992
18
Male
29,360
Divorced
0
High School
Self-Employed
7.93924
Suburban
Comprehensive
0
14
678
6
2023-07-27 15:21:39.185215
Poor
No
Rarely
House
1,447
53,993
27
Male
25,328
Single
null
Bachelor's
Unemployed
22.573451
Rural
Basic
null
19
485
9
2022-01-20 15:21:39.155231
Good
Yes
Monthly
Condo
273
53,994
35
Male
15,456
Single
2
PhD
Unemployed
48.869603
Urban
Premium
null
7
null
6
2021-12-15 15:21:39.134960
Average
Yes
Weekly
Condo
709
53,995
48
Male
38,325
Single
2
PhD
Self-Employed
31.7765
Rural
Comprehensive
0
12
463
9
2022-04-24 15:21:39.155231
Poor
No
Daily
Condo
881
53,996
37
Male
74,448
Married
2
High School
Self-Employed
55.055022
Suburban
Comprehensive
null
10
678
4
2023-02-19 15:21:39.232526
Good
Yes
Monthly
House
495
53,997
48
Male
107,898
Divorced
2
Bachelor's
Employed
32.654492
Urban
Basic
2
5
513
7
2021-09-18 15:21:39.186212
Average
Yes
Daily
House
2,359
53,998
52
Male
39,076
Married
3
PhD
null
19.955056
Rural
Basic
null
17
767
3
2023-11-14 15:21:39.182597
Average
Yes
Daily
Apartment
22
53,999
40
Female
null
Single
1
Bachelor's
null
17.922171
Suburban
Comprehensive
0
5
null
8
2022-11-14 15:21:39.286113
Poor
Yes
Rarely
House
49