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
54,900
39
Male
3,764
Divorced
0
PhD
Employed
29.252201
Rural
Basic
1
5
471
9
2024-08-05 15:21:39.221386
Poor
Yes
Daily
Condo
189
54,901
61
Male
82,368
Married
null
Master's
Unemployed
12.760909
Rural
Comprehensive
0
9
535
5
2021-10-23 15:21:39.282785
Good
Yes
Monthly
Condo
119
54,902
32
Male
18,804
Divorced
2
Bachelor's
Self-Employed
30.849888
Urban
Basic
0
0
587
6
2021-02-03 15:21:39.207847
Good
Yes
Rarely
Apartment
591
54,903
23
Female
46,011
Divorced
0
PhD
null
19.738001
Rural
Comprehensive
1
5
648
9
2020-03-01 15:21:39.134960
Poor
Yes
Daily
House
554
54,904
33
Female
20,346
Divorced
4
Master's
Employed
26.161648
Rural
Basic
null
18
746
4
2023-04-26 15:21:39.237118
Good
Yes
Rarely
Apartment
531
54,905
37
Male
7,867
Married
null
Master's
null
35.094648
Urban
Premium
1
17
534
7
2020-11-03 15:21:39.089116
Average
Yes
Rarely
House
1,640
54,906
50
Female
9,174
Divorced
null
High School
Unemployed
24.520975
Urban
Premium
1
13
648
1
2020-06-15 15:21:39.095696
Average
Yes
Rarely
Apartment
572
54,907
44
Female
66,232
Single
2
Bachelor's
null
45.365024
Rural
Premium
1
4
396
9
2023-09-27 15:21:39.151732
Poor
Yes
Monthly
Apartment
542
54,908
44
Male
44,811
Married
null
High School
Employed
23.85481
Suburban
Premium
null
1
681
9
2022-07-28 15:21:39.114118
Average
No
Weekly
Condo
2,410
54,909
42
Female
54
Single
4
PhD
Employed
18.01755
Suburban
Comprehensive
null
12
346
7
2023-10-03 15:21:39.166062
Poor
Yes
Weekly
House
722
54,910
23
Male
48,717
Married
4
PhD
Self-Employed
31.12185
Rural
Premium
2
1
369
3
2022-02-24 15:21:39.134960
Good
No
Rarely
Apartment
257
54,911
61
Female
null
Divorced
2
PhD
null
23.87433
Suburban
Premium
3
13
446
4
2023-06-01 15:21:39.168099
Good
Yes
Monthly
Condo
50
54,912
58
Male
30,472
Single
2
High School
Employed
48.673726
Rural
Premium
2
3
null
4
2023-08-23 15:21:39.134960
Average
Yes
Rarely
Apartment
1,346
54,913
25
Male
65,840
Single
3
High School
Self-Employed
14.161682
Rural
Premium
1
11
484
7
2021-08-28 15:21:39.277975
Average
No
Weekly
Condo
2,416
54,914
30
Male
null
Married
0
Master's
Employed
null
Urban
Premium
2
13
513
7
2023-02-21 15:21:39.155231
Good
Yes
Weekly
Condo
3,353
54,915
45
Male
25,720
Married
4
Bachelor's
null
24.369225
Urban
Basic
0
10
484
7
2024-01-28 15:21:39.251142
Average
No
Rarely
Condo
583
54,916
48
Male
51,537
Married
0
High School
Self-Employed
39.397559
Rural
Basic
2
2
519
4
2024-03-28 15:21:39.209847
null
No
Weekly
Apartment
30
54,917
25
Male
37,621
null
1
High School
Self-Employed
36.142397
Rural
Premium
1
1
564
9
2024-07-07 15:21:39.224915
Poor
No
Monthly
Condo
3,879
54,918
46
Female
1,488
Single
3
Bachelor's
Unemployed
30.060524
Suburban
Comprehensive
2
12
376
8
2021-07-10 15:21:39.281787
Good
Yes
Daily
Apartment
33
54,919
21
Female
26,881
Divorced
4
Bachelor's
null
17.94494
Suburban
Comprehensive
2
12
613
8
2019-10-16 15:21:39.185215
Good
No
Daily
Condo
573
54,920
41
Male
3,698
Single
1
Bachelor's
null
null
Rural
Premium
null
9
511
5
2023-02-10 15:21:39.206847
Poor
No
Daily
Condo
581
54,921
41
Male
58,342
Divorced
0
Master's
null
4.964681
Suburban
Comprehensive
null
0
413
5
2020-01-28 15:21:39.226954
Good
No
Monthly
Condo
388
54,922
61
Female
3,811
Single
null
Bachelor's
Self-Employed
19.086255
Rural
Comprehensive
0
16
304
4
2021-05-19 15:21:39.192212
Good
Yes
Monthly
Apartment
3,898
54,923
48
Female
9,094
Married
3
Master's
Self-Employed
25.369815
Urban
Basic
0
1
636
2
2023-07-18 15:21:39.120168
Average
Yes
Rarely
Condo
943
54,924
35
Male
73,710
Married
2
Master's
Unemployed
3.814843
Urban
Premium
1
8
766
2
2023-08-23 15:21:39.237118
Poor
Yes
Daily
Condo
153
54,925
36
Male
17,072
Single
0
Master's
Self-Employed
null
Urban
Basic
1
19
648
8
2022-09-21 15:21:39.143708
Good
No
Rarely
Apartment
1,818
54,926
46
Female
11,698
Divorced
1
Master's
Unemployed
30.879003
Suburban
Comprehensive
0
17
718
4
2021-12-28 15:21:39.172097
Good
Yes
Daily
Apartment
1,817
54,927
41
Female
null
Divorced
3
Bachelor's
null
12.858468
Urban
Basic
null
2
709
9
2023-05-11 15:21:39.219432
null
Yes
Rarely
Condo
20
54,928
37
Female
31,205
Single
4
High School
null
12.641166
Urban
Basic
2
17
614
7
2022-08-14 15:21:39.118178
Poor
Yes
Monthly
House
1,426
54,929
64
Male
45,975
Married
1
Master's
null
41.226652
Suburban
Premium
null
0
416
4
2024-02-09 15:21:39.248098
Average
No
Rarely
Condo
459
54,930
40
Female
93,361
Married
3
Bachelor's
Unemployed
27.683885
Suburban
Comprehensive
null
6
null
6
2020-03-21 15:21:39.114118
Good
Yes
Monthly
Apartment
4,365
54,931
46
Female
3,082
Single
4
PhD
Employed
10.933543
Suburban
Premium
null
15
571
1
2019-11-22 15:21:39.155231
Poor
No
Weekly
Apartment
589
54,932
21
Female
33,021
Divorced
null
Bachelor's
null
35.845655
Urban
Premium
0
10
570
2
2023-05-14 15:21:39.202448
Poor
No
Daily
Apartment
316
54,933
22
Male
17,227
Single
1
Bachelor's
Employed
5.65199
Urban
Basic
1
19
467
4
2020-02-18 15:21:39.093681
Good
Yes
Daily
Condo
1,329
54,934
51
Female
35,754
Single
4
Bachelor's
Unemployed
26.081489
Rural
Comprehensive
null
9
391
8
2021-03-05 15:21:39.154008
null
Yes
Rarely
Apartment
1,764
54,935
42
Male
30,667
Married
4
Master's
Employed
44.121661
Suburban
Comprehensive
1
4
534
2
2020-07-03 15:21:39.274993
Good
Yes
Rarely
House
4,068
54,936
45
Male
52,412
Single
2
Bachelor's
Unemployed
34.296007
Rural
Comprehensive
null
0
682
4
2019-12-28 15:21:39.132191
null
No
Weekly
Condo
29
54,937
48
Male
71,852
Single
3
PhD
null
13.898511
Urban
Basic
1
18
344
5
2021-05-21 15:21:39.143708
Good
Yes
Rarely
Apartment
356
54,938
36
Female
15,409
Single
0
PhD
Unemployed
36.795681
Rural
Premium
1
19
null
5
2020-08-21 15:21:39.261856
Poor
No
Weekly
Condo
785
54,939
53
Male
44,771
Divorced
0
High School
Employed
12.828246
Suburban
Premium
0
13
488
2
2023-12-26 15:21:39.134960
null
Yes
Daily
Condo
1,765
54,940
19
Female
124,473
Single
3
PhD
Self-Employed
null
Suburban
Basic
1
3
781
9
2021-09-05 15:21:39.232526
Good
No
Rarely
Condo
2,593
54,941
21
Female
null
Married
3
Bachelor's
null
32.88191
Rural
Comprehensive
0
10
358
6
2021-01-14 15:21:39.134960
Poor
Yes
Daily
Condo
909
54,942
53
Male
59,720
Divorced
0
PhD
Unemployed
18.91829
Suburban
Comprehensive
1
16
303
3
2023-05-21 15:21:39.106582
Average
Yes
Weekly
Apartment
2,825
54,943
62
Female
25,265
Divorced
2
High School
Unemployed
25.601437
Rural
Premium
1
11
null
3
2023-03-01 15:21:39.182597
Poor
No
Monthly
House
2,512
54,944
46
Female
2,390
Divorced
4
High School
Unemployed
21.746156
Urban
Basic
2
16
522
5
2019-11-18 15:21:39.237118
Good
Yes
Monthly
House
1,630
54,945
53
Female
16,641
Married
0
PhD
null
24.081697
Suburban
Comprehensive
1
15
417
1
2024-08-12 15:21:39.204790
Good
Yes
Rarely
Apartment
664
54,946
64
Female
39,086
Married
4
Bachelor's
Unemployed
11.756688
Urban
Premium
1
16
562
3
2023-08-28 15:21:39.182597
null
No
Weekly
Condo
807
54,947
36
Male
5,935
Married
2
Master's
Self-Employed
25.874019
Rural
Premium
1
17
null
6
2021-10-20 15:21:39.187211
Good
No
Weekly
House
538
54,948
27
Female
103,426
Divorced
4
PhD
Self-Employed
null
Suburban
Comprehensive
2
13
646
8
2024-06-05 15:21:39.173834
Average
Yes
Rarely
Apartment
629
54,949
33
Male
11,881
Married
2
High School
null
42.892529
Rural
Basic
1
2
587
2
2021-11-14 15:21:39.134960
Poor
Yes
Weekly
Condo
484
54,950
49
Female
16,011
Single
3
High School
Employed
10.704927
Rural
Basic
null
1
613
1
2022-05-26 15:21:39.276901
Good
No
Daily
House
1,827
54,951
39
Male
7,073
Married
1
Bachelor's
Self-Employed
45.569898
Rural
Comprehensive
0
13
718
5
2021-07-12 15:21:39.134960
Poor
No
Daily
Condo
1,257
54,952
58
Female
52,007
Divorced
1
Bachelor's
Employed
9.764916
Suburban
Premium
2
0
309
2
2024-05-09 15:21:39.168099
Poor
No
Weekly
House
603
54,953
55
Female
34,226
Divorced
1
High School
null
47.547419
Urban
Premium
2
9
630
4
2023-12-24 15:21:39.155231
Good
No
Daily
Apartment
890
54,954
61
Male
41,419
Married
null
PhD
Unemployed
35.845626
Urban
Basic
2
19
410
3
2021-08-04 15:21:39.170099
Average
No
Daily
Apartment
1,137
54,955
31
Female
27,385
Single
3
PhD
Self-Employed
13.845793
Urban
Basic
1
2
532
2
2021-12-03 15:21:39.121169
Good
Yes
Weekly
House
583
54,956
20
Male
56,109
Married
2
Bachelor's
null
13.633723
Suburban
Premium
null
16
819
9
2020-04-09 15:21:39.147735
Poor
Yes
Weekly
Condo
85
54,957
64
Male
43,367
Single
4
High School
Unemployed
35.858785
Urban
Basic
0
11
783
8
2022-05-19 15:21:39.274993
Good
Yes
Monthly
Condo
527
54,958
55
Male
null
Married
0
PhD
Employed
null
Suburban
Basic
4
4
803
4
2023-08-06 15:21:39.155231
Good
No
Daily
Condo
1,851
54,959
22
Female
16,888
Married
2
Master's
Self-Employed
16.422926
Suburban
Premium
0
12
757
1
2022-05-15 15:21:39.155231
Average
Yes
Daily
Apartment
1,028
54,960
25
Male
36,953
Single
2
Master's
Employed
4.684293
Rural
Basic
1
1
363
8
2022-02-05 15:21:39.251142
Poor
Yes
Monthly
Apartment
949
54,961
29
Male
104,436
Divorced
3
PhD
Unemployed
51.707623
Rural
Premium
2
6
727
8
2021-02-22 15:21:39.155231
Average
No
Monthly
Apartment
811
54,962
47
Male
3,622
Married
null
Master's
null
31.09283
Urban
Comprehensive
4
19
561
9
2022-04-21 15:21:39.134960
Average
No
Weekly
Condo
945
54,963
44
Male
712
Married
4
PhD
null
7.939814
Rural
Premium
0
9
758
7
2021-05-30 15:21:39.087123
Average
Yes
Daily
Condo
110
54,964
33
Female
7,148
Married
1
Bachelor's
Employed
33.8844
Suburban
Premium
null
9
null
9
2024-02-12 15:21:39.165120
Poor
No
Rarely
Apartment
116
54,965
24
Male
44,218
Divorced
1
High School
Unemployed
17.302587
Rural
Premium
1
12
692
4
2021-09-30 15:21:39.256696
Poor
Yes
Weekly
Apartment
467
54,966
58
Male
34,021
Divorced
1
PhD
Employed
19.039117
Rural
Premium
1
13
847
2
2021-09-08 15:21:39.104139
Poor
Yes
Monthly
Apartment
862
54,967
52
Male
6,663
Divorced
2
High School
Employed
42.7809
Urban
Comprehensive
0
14
469
3
2023-04-13 15:21:39.134819
Poor
Yes
Rarely
Apartment
184
54,968
31
Male
62,857
Divorced
0
High School
Employed
41.142711
Suburban
Comprehensive
0
5
549
1
2022-12-14 15:21:39.116179
Good
No
Rarely
Condo
32
54,969
38
Male
2,445
Divorced
2
Bachelor's
Self-Employed
11.140938
Rural
Comprehensive
0
8
538
3
2020-01-30 15:21:39.132191
Average
No
Rarely
Apartment
2,221
54,970
56
Male
23,014
Divorced
4
PhD
Self-Employed
25.460571
Rural
Basic
null
5
707
2
2024-06-30 15:21:39.237118
Good
Yes
Daily
Condo
4,066
54,971
38
Male
142,006
Divorced
0
Bachelor's
Unemployed
51.839874
Rural
Comprehensive
2
14
670
1
2022-06-24 15:21:39.237118
Poor
Yes
Rarely
House
285
54,972
58
Male
36,560
Divorced
2
Bachelor's
Employed
30.694291
Urban
Basic
null
14
752
5
2023-07-13 15:21:39.261856
Good
No
Daily
Condo
422
54,973
62
Male
104,053
Divorced
3
Master's
null
14.817304
Rural
Comprehensive
2
9
541
2
2021-05-02 15:21:39.246098
null
Yes
Rarely
Apartment
454
54,974
52
Male
26,625
Married
0
Master's
Unemployed
4.494724
Urban
Premium
null
3
570
6
2022-12-29 15:21:39.176717
null
No
Monthly
Apartment
26
54,975
38
Female
806
Divorced
0
High School
Employed
41.458502
Rural
Comprehensive
null
16
null
8
2019-12-13 15:21:39.155231
Good
No
Rarely
Condo
857
54,976
26
Female
17,092
Single
1
High School
Employed
18.068642
Urban
Comprehensive
0
1
693
7
2022-05-08 15:21:39.107553
Good
No
Rarely
Apartment
536
54,977
46
Female
5,852
Divorced
1
High School
Unemployed
26.951493
Rural
Comprehensive
1
1
472
9
2023-12-03 15:21:39.237118
null
No
Monthly
Condo
2,215
54,978
28
Male
3,466
Single
1
Bachelor's
Self-Employed
46.242434
Urban
Premium
1
14
709
5
2021-08-29 15:21:39.106582
null
No
Rarely
Apartment
498
54,979
62
Female
49,769
Married
4
Master's
Unemployed
12.935606
Urban
Comprehensive
0
15
727
3
2022-05-30 15:21:39.108562
Good
No
Weekly
House
414
54,980
22
Female
23,822
Single
4
Bachelor's
Unemployed
6.291863
Rural
Comprehensive
5
17
539
3
2022-10-11 15:21:39.087123
Good
No
Daily
House
4,921
54,981
44
Male
35,017
Single
4
Master's
Employed
26.591515
Urban
Basic
0
16
719
9
2022-07-06 15:21:39.144722
Poor
No
Monthly
Apartment
2,475
54,982
48
Male
83,825
Divorced
4
PhD
Self-Employed
25.835118
Suburban
Premium
2
11
731
7
2019-10-22 15:21:39.176717
Good
Yes
Rarely
Apartment
4,984
54,983
49
Female
2,492
Single
1
High School
Employed
49.81602
Rural
Premium
3
7
617
1
2022-08-24 15:21:39.104139
Poor
No
Rarely
House
609
54,984
50
Female
null
Divorced
3
High School
Self-Employed
9.466835
Urban
Basic
1
10
null
1
2021-11-15 15:21:39.155231
Average
No
Rarely
House
152
54,985
44
Male
30,981
Single
2
PhD
Employed
22.977644
Suburban
Comprehensive
1
10
null
7
2023-12-17 15:21:39.155231
Good
Yes
Rarely
Apartment
588
54,986
46
Female
18,096
Divorced
0
High School
Employed
20.912354
Rural
Comprehensive
null
0
565
4
2022-12-13 15:21:39.134960
Average
Yes
Weekly
Apartment
872
54,987
44
Male
10,176
Married
0
Bachelor's
Employed
39.507548
Rural
Basic
null
14
678
6
2019-08-20 15:21:39.237118
Good
No
Rarely
Condo
1,420
54,988
18
Female
44,691
Single
1
High School
null
10.849301
Rural
Comprehensive
null
15
638
9
2020-06-17 15:21:39.155231
Average
No
Daily
Apartment
1,130
54,989
54
Female
1,649
Divorced
0
Master's
null
13.854183
Urban
Comprehensive
1
6
677
9
2021-03-01 15:21:39.251142
Poor
Yes
Daily
Condo
2,893
54,990
46
Male
7,991
Single
2
Master's
null
13.529465
Urban
Premium
0
18
489
1
2022-03-06 15:21:39.155231
Good
Yes
Monthly
House
535
54,991
null
Male
15,585
Single
0
Master's
Unemployed
15.244824
Urban
Basic
0
3
556
8
2022-01-07 15:21:39.237118
Average
No
Weekly
Apartment
468
54,992
56
Female
41,512
Divorced
null
High School
Employed
27.160802
Rural
Premium
0
0
null
3
2022-08-02 15:21:39.152732
Poor
Yes
Monthly
House
769
54,993
41
Male
39,339
Married
4
PhD
Unemployed
17.645218
Urban
Premium
0
2
508
7
2023-07-10 15:21:39.283783
Average
No
Rarely
Condo
1,153
54,994
32
Male
14,081
Divorced
4
Bachelor's
Employed
null
Suburban
Comprehensive
2
10
824
6
2021-08-23 15:21:39.281787
Poor
No
Rarely
Condo
3,431
54,995
48
Male
9,078
Divorced
1
Master's
Employed
39.262927
Urban
Basic
2
0
711
6
2020-03-24 15:21:39.176717
Average
No
Weekly
Condo
584
54,996
29
Male
9,981
Single
2
Master's
Unemployed
36.813982
Rural
Comprehensive
0
12
757
2
2021-10-16 15:21:39.182597
Poor
No
Weekly
Apartment
963
54,997
32
Male
91,453
Single
3
Bachelor's
null
19.143623
Rural
Comprehensive
0
19
484
6
2022-04-10 15:21:39.288099
Poor
No
Rarely
Apartment
100
54,998
50
Female
79,949
Single
4
Master's
Unemployed
24.569785
Suburban
Comprehensive
null
14
673
6
2019-12-31 15:21:39.105504
Good
No
Daily
Condo
115
54,999
32
Female
8,054
Single
1
PhD
Unemployed
41.739756
Suburban
Basic
3
19
531
9
2023-07-10 15:21:39.187211
Good
Yes
Rarely
Condo
498