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
41,900
36
Female
null
Married
0
Bachelor's
Unemployed
18.634243
Rural
Premium
null
19
597
9
2019-12-02 15:21:39.259788
Good
Yes
Monthly
Condo
389
41,901
26
Male
39,066
Single
2
Master's
Unemployed
43.73428
Rural
Comprehensive
0
2
416
6
2024-03-21 15:21:39.123711
Poor
No
Monthly
Apartment
828
41,902
25
Female
23,974
Divorced
0
Master's
null
25.834342
Urban
Basic
1
13
656
7
2024-02-20 15:21:39.087123
Average
Yes
Weekly
Apartment
639
41,903
54
Male
2,941
Divorced
2
High School
null
21.564483
Urban
Basic
1
19
727
7
2021-03-30 15:21:39.155231
Average
Yes
Daily
Apartment
2,484
41,904
56
Male
844
Single
1
High School
Unemployed
null
Suburban
Comprehensive
1
1
595
5
2021-04-09 15:21:39.191219
Poor
Yes
Monthly
House
788
41,905
18
Male
18,693
Divorced
4
High School
Employed
15.630911
Urban
Comprehensive
2
6
784
4
2023-06-08 15:21:39.133866
Good
No
Rarely
Apartment
183
41,906
52
Female
132,597
Divorced
4
PhD
Employed
31.883564
Urban
Premium
1
16
444
1
2020-12-22 15:21:39.146733
Average
Yes
Weekly
Condo
1,733
41,907
29
Male
46,220
Married
3
High School
Self-Employed
27.610093
Suburban
Basic
1
0
541
1
2024-07-05 15:21:39.220389
Good
No
Weekly
Condo
2,747
41,908
53
Male
106,576
Married
0
Master's
Employed
18.253803
Rural
Premium
null
16
331
4
2023-10-12 15:21:39.189223
Poor
Yes
Weekly
Apartment
406
41,909
56
Male
38,963
Single
2
Master's
null
41.62405
Rural
Comprehensive
1
12
357
5
2022-07-21 15:21:39.188220
Average
No
Weekly
House
2,441
41,910
30
Female
62,638
Divorced
4
High School
Unemployed
32.054809
Suburban
Comprehensive
0
19
338
8
2021-04-10 15:21:39.274993
Average
Yes
Monthly
House
34
41,911
42
Female
28,215
Married
4
High School
Self-Employed
16.965672
Urban
Basic
1
5
406
8
2023-08-12 15:21:39.134960
Poor
No
Weekly
Condo
1,326
41,912
60
Male
18,061
Single
4
Bachelor's
null
41.819051
Suburban
Comprehensive
1
13
658
5
2022-02-18 15:21:39.248098
Poor
Yes
Daily
Condo
514
41,913
40
Female
81,291
Single
3
Bachelor's
null
46.016478
Suburban
Comprehensive
1
12
410
6
2020-01-28 15:21:39.218388
Poor
No
Rarely
Apartment
508
41,914
49
Female
23,192
Divorced
0
PhD
Employed
13.927096
Rural
Basic
null
5
695
4
2022-05-02 15:21:39.155231
Average
No
Rarely
House
1,359
41,915
30
Male
11,607
Married
2
High School
Unemployed
14.934981
Urban
Basic
0
13
646
9
2021-12-19 15:21:39.198406
Average
Yes
Monthly
House
321
41,916
49
Male
59,878
Married
4
Bachelor's
Self-Employed
20.836158
Urban
Comprehensive
2
5
575
6
2023-06-22 15:21:39.267454
Poor
Yes
Daily
Condo
2,559
41,917
31
Male
2,834
Single
3
Master's
Unemployed
null
Rural
Basic
0
12
790
7
2021-02-23 15:21:39.204790
Poor
No
Daily
House
969
41,918
29
Female
3,600
Single
0
Bachelor's
Employed
15.124939
Suburban
Comprehensive
2
12
791
6
2021-04-16 15:21:39.219432
Good
Yes
Weekly
House
1,338
41,919
41
Male
3,563
Single
1
PhD
null
9.766396
Rural
Premium
null
17
521
3
2020-11-26 15:21:39.143708
null
Yes
Rarely
Apartment
1,017
41,920
45
Female
3,720
Single
2
Master's
Employed
25.269676
Suburban
Premium
0
12
469
9
2020-06-10 15:21:39.093681
Poor
No
Daily
Apartment
703
41,921
21
Male
3,866
Single
1
High School
null
null
Urban
Premium
0
11
836
3
2023-05-07 15:21:39.134960
Average
Yes
Monthly
Condo
2,525
41,922
52
Female
95,864
Married
2
Bachelor's
Employed
32.299566
Rural
Basic
0
2
757
8
2020-07-08 15:21:39.254678
Good
Yes
Daily
Condo
207
41,923
47
Female
2,094
Divorced
1
PhD
null
29.704584
Suburban
Premium
1
2
492
8
2020-03-25 15:21:39.179186
Poor
No
Weekly
Apartment
1,283
41,924
63
Female
31,617
Married
2
Bachelor's
null
49.135
Rural
Premium
2
6
646
8
2022-10-10 15:21:39.134960
Average
Yes
Rarely
Condo
316
41,925
47
Male
44,629
Married
1
High School
Employed
11.965978
Rural
Premium
null
15
827
4
2021-03-11 15:21:39.097737
null
No
Weekly
Apartment
626
41,926
28
Male
1,085
Married
1
PhD
Self-Employed
27.894351
Rural
Basic
3
15
534
5
2022-07-24 15:21:39.281787
Average
Yes
Weekly
Apartment
696
41,927
22
Female
27,358
Divorced
1
Bachelor's
Employed
16.675534
Suburban
Basic
2
2
394
6
2024-06-25 15:21:39.254678
Average
No
Weekly
House
1,155
41,928
55
Male
60,765
Married
2
Bachelor's
Unemployed
23.282739
Suburban
Premium
2
4
814
3
2023-03-18 15:21:39.256696
Poor
Yes
Daily
Apartment
246
41,929
61
Female
81,519
Married
2
High School
Employed
35.744477
Urban
Comprehensive
1
11
487
4
2020-01-30 15:21:39.172097
null
No
Weekly
Condo
1,709
41,930
62
Female
15,585
Divorced
0
Bachelor's
null
9.276027
Rural
Basic
null
7
713
6
2021-02-12 15:21:39.130190
Poor
Yes
Rarely
House
476
41,931
43
Female
6,877
Divorced
3
PhD
Unemployed
43.017869
Urban
Basic
0
8
631
6
2021-11-27 15:21:39.175719
Poor
No
Monthly
Apartment
788
41,932
50
Female
null
Single
4
Master's
Self-Employed
18.826609
Urban
Basic
0
12
467
3
2020-09-25 15:21:39.220389
Poor
No
Monthly
Condo
119
41,933
29
Female
18,609
Single
4
Master's
null
16.711559
Rural
Comprehensive
0
16
637
1
2023-05-06 15:21:39.143708
Poor
No
Daily
House
821
41,934
45
Male
40,327
Married
3
Bachelor's
null
10.551527
Urban
Comprehensive
2
0
484
9
2022-01-04 15:21:39.134960
Poor
No
Rarely
House
1,013
41,935
42
Female
53,909
Divorced
1
Bachelor's
Self-Employed
null
Urban
Basic
null
10
751
8
2023-06-18 15:21:39.264504
null
No
Weekly
Apartment
811
41,936
25
Female
24,983
Married
3
Bachelor's
null
26.879762
Rural
Basic
null
17
806
7
2022-05-27 15:21:39.207847
Poor
No
Rarely
Apartment
2,913
41,937
20
Male
40,585
Divorced
0
Bachelor's
Unemployed
30.285099
Urban
Basic
0
4
null
8
2023-05-27 15:21:39.114118
Good
No
Weekly
Apartment
266
41,938
26
Female
15,503
Single
2
Bachelor's
null
16.141599
Suburban
Basic
1
15
619
6
2023-04-04 15:21:39.121169
Poor
Yes
Weekly
House
685
41,939
59
Female
2,420
Married
3
Bachelor's
Unemployed
41.933738
Rural
Basic
1
18
434
5
2022-07-13 15:21:39.104139
Average
No
Rarely
Condo
2,562
41,940
41
Female
60,608
Married
4
High School
null
25.898388
Urban
Premium
1
15
342
2
2023-09-18 15:21:39.263607
Good
Yes
Rarely
House
50
41,941
51
Female
20,395
Married
3
High School
Unemployed
42.076604
Urban
Basic
3
6
827
4
2024-01-17 15:21:39.134960
null
Yes
Rarely
Condo
581
41,942
53
Female
11,545
Divorced
2
Bachelor's
Self-Employed
32.662597
Suburban
Premium
2
13
743
8
2020-09-24 15:21:39.155231
Good
Yes
Daily
Apartment
930
41,943
58
Female
16,069
Divorced
4
Bachelor's
Employed
21.76631
Rural
Premium
2
10
null
2
2022-11-03 15:21:39.134960
Average
Yes
Monthly
Condo
1,710
41,944
55
Female
34,372
Divorced
null
Master's
Self-Employed
25.078481
Rural
Basic
3
7
809
5
2022-07-11 15:21:39.123711
Poor
Yes
Weekly
Condo
2,370
41,945
50
Male
68,821
Divorced
0
PhD
Unemployed
51.849036
Rural
Basic
null
16
551
1
2023-12-09 15:21:39.228521
Average
Yes
Daily
Condo
605
41,946
49
Male
1,317
Single
1
Master's
Unemployed
15.926644
Urban
Comprehensive
1
16
757
7
2022-11-24 15:21:39.237118
Average
No
Rarely
Condo
27
41,947
57
Female
null
Married
0
PhD
Employed
32.419896
Suburban
Premium
1
13
534
6
2024-02-16 15:21:39.117183
null
Yes
Weekly
Condo
20
41,948
60
Female
14,530
Single
null
High School
Self-Employed
38.868589
Urban
Comprehensive
0
13
330
7
2019-10-02 15:21:39.208842
Poor
No
Weekly
Apartment
1,120
41,949
58
Male
null
Married
1
Bachelor's
Self-Employed
null
Rural
Basic
0
12
756
7
2023-10-18 15:21:39.134960
Average
No
Monthly
Condo
111
41,950
54
Male
26,953
null
0
High School
Employed
43.236656
Suburban
Premium
0
3
465
9
2020-11-12 15:21:39.134960
Average
No
Weekly
Condo
1,043
41,951
42
Female
30,089
Single
2
PhD
null
28.539462
Rural
Basic
null
17
414
7
2024-05-02 15:21:39.134960
Good
No
Rarely
Condo
1,165
41,952
54
Female
29,093
Married
0
PhD
null
12.095602
Suburban
Premium
0
14
639
9
2024-06-15 15:21:39.185215
Poor
No
Monthly
House
582
41,953
42
Male
25,573
Married
1
Master's
Unemployed
26.128601
Urban
Comprehensive
null
19
784
9
2021-05-10 15:21:39.252145
Poor
Yes
Daily
Condo
1,108
41,954
null
Male
9,312
Divorced
0
High School
null
17.956027
Suburban
Premium
1
1
340
2
2020-02-19 15:21:39.134960
Average
No
Rarely
Condo
1,420
41,955
64
Female
null
Single
3
Master's
Employed
8.883654
Suburban
Basic
1
1
328
1
2022-04-10 15:21:39.202448
Average
Yes
Daily
House
1,557
41,956
62
Male
63,434
Married
3
PhD
Employed
10.086381
Urban
Comprehensive
3
10
812
7
2022-09-23 15:21:39.279729
null
Yes
Daily
Apartment
537
41,957
51
Male
68,103
Married
4
Master's
null
34.82458
Suburban
Basic
0
1
472
3
2022-06-24 15:21:39.155231
Average
No
Rarely
House
1,867
41,958
30
Female
107,574
Single
0
PhD
Unemployed
26.087371
Rural
Comprehensive
null
4
379
8
2024-05-29 15:21:39.134960
Good
No
Monthly
House
1,220
41,959
62
Male
40,399
Married
0
PhD
Employed
35.502427
Suburban
Comprehensive
null
18
null
9
2021-06-29 15:21:39.210805
Poor
No
Daily
Condo
2,397
41,960
29
Female
68,905
Divorced
2
Bachelor's
Unemployed
27.897943
Urban
Comprehensive
null
3
787
9
2019-11-01 15:21:39.218388
Average
Yes
Daily
Condo
193
41,961
19
Female
21,460
Divorced
2
High School
Unemployed
18.764145
Rural
Premium
0
0
null
4
2024-06-04 15:21:39.215386
Average
Yes
Monthly
House
726
41,962
61
Male
null
Single
2
High School
null
7.772582
Urban
Basic
0
13
316
9
2021-01-20 15:21:39.190215
Average
No
Daily
Apartment
508
41,963
55
Female
71,491
Divorced
2
Master's
Employed
19.496819
Urban
Basic
0
9
310
5
2020-07-12 15:21:39.155231
Poor
Yes
Weekly
House
609
41,964
40
Female
18,609
Divorced
3
Bachelor's
Self-Employed
46.064011
Suburban
Comprehensive
null
14
392
6
2022-12-20 15:21:39.134960
Average
Yes
Rarely
Condo
442
41,965
56
Male
25,417
Married
1
High School
Employed
20.858991
Suburban
Premium
0
9
838
9
2023-06-19 15:21:39.254678
Good
Yes
Rarely
Condo
1,469
41,966
49
Female
74,858
Single
3
High School
Employed
9.393607
Urban
Comprehensive
2
14
839
3
2023-01-31 15:21:39.248098
null
Yes
Monthly
Condo
659
41,967
19
Male
43,517
Single
2
Bachelor's
Employed
6.624739
Urban
Premium
0
12
null
8
2022-06-05 15:21:39.090124
null
No
Monthly
Condo
993
41,968
35
Male
4,299
Married
2
Master's
Employed
23.390944
Suburban
Comprehensive
null
16
477
2
2023-05-29 15:21:39.134960
Poor
No
Daily
House
1,676
41,969
63
Male
null
Married
0
High School
null
26.640054
Rural
Basic
null
5
null
1
2019-09-19 15:21:39.190215
Poor
Yes
Weekly
House
222
41,970
19
Female
66,850
Married
4
PhD
Self-Employed
null
Rural
Comprehensive
1
10
778
6
2023-06-29 15:21:39.099739
Good
Yes
Monthly
Apartment
33
41,971
64
Male
9,984
Divorced
0
Master's
null
15.839588
Urban
Comprehensive
1
2
null
3
2022-10-04 15:21:39.237118
Average
No
Daily
Condo
1,522
41,972
54
Male
133,377
Married
1
PhD
Employed
31.779859
Suburban
Premium
0
16
777
8
2023-03-18 15:21:39.155231
Average
Yes
Monthly
Condo
372
41,973
46
Male
1,258
Divorced
1
Master's
null
4.933371
Rural
Comprehensive
3
13
541
8
2022-11-01 15:21:39.236064
Poor
No
Weekly
Condo
1,536
41,974
54
Female
7,425
Divorced
4
PhD
Self-Employed
21.739607
Rural
Premium
null
2
null
3
2022-06-23 15:21:39.155231
Poor
No
Rarely
Apartment
580
41,975
41
Male
25,178
Divorced
1
PhD
Employed
20.377037
Suburban
Premium
1
7
null
5
2021-11-15 15:21:39.155231
Average
Yes
Monthly
Apartment
2,362
41,976
31
Female
46,829
Married
3
Master's
Employed
50.135624
Urban
Premium
1
7
674
2
2024-03-22 15:21:39.221386
Average
Yes
Rarely
Condo
1,875
41,977
45
Female
10,212
Divorced
3
High School
null
32.393005
Urban
Premium
0
0
638
1
2019-10-07 15:21:39.119168
Average
Yes
Weekly
Apartment
554
41,978
34
Female
1,480
Single
1
Master's
Unemployed
16.169049
Suburban
Basic
null
19
323
9
2023-06-12 15:21:39.207847
Poor
Yes
Rarely
Condo
739
41,979
30
Female
127,804
Single
1
High School
Employed
25.937686
Rural
Premium
0
0
368
8
2023-03-03 15:21:39.264504
Poor
Yes
Monthly
Condo
281
41,980
62
Female
90,520
Single
2
High School
null
22.566457
Rural
Premium
0
18
797
5
2021-10-14 15:21:39.175719
null
No
Daily
House
45
41,981
43
Male
null
Married
2
PhD
Unemployed
27.068101
Suburban
Basic
2
11
498
6
2019-09-28 15:21:39.225916
Average
Yes
Weekly
House
1,727
41,982
42
Male
null
Divorced
2
Bachelor's
null
7.942211
Suburban
Premium
1
5
null
2
2021-09-15 15:21:39.232526
Poor
Yes
Monthly
House
85
41,983
35
Female
11,881
Single
2
Master's
null
32.756078
Suburban
Basic
1
8
692
7
2022-05-27 15:21:39.237118
Average
Yes
Monthly
Condo
644
41,984
47
Female
34,571
Divorced
2
PhD
null
8.510428
Urban
Basic
0
5
744
5
2022-03-18 15:21:39.132191
Average
No
Daily
House
134
41,985
57
Female
27,126
Married
3
High School
Employed
9.503423
Suburban
Premium
null
9
758
1
2020-01-08 15:21:39.232526
Poor
Yes
Monthly
Apartment
2,196
41,986
19
Male
1,488
Single
0
PhD
Employed
17.171321
Suburban
Comprehensive
2
11
784
4
2021-08-29 15:21:39.237118
Average
Yes
Daily
Condo
2,466
41,987
22
Male
117,027
Married
3
Bachelor's
Self-Employed
45.509866
Rural
Basic
3
1
472
5
2019-11-02 15:21:39.151732
Poor
No
Weekly
Apartment
903
41,988
38
Male
1,567
Married
2
PhD
Unemployed
17.397036
Urban
Premium
2
17
null
8
2020-10-22 15:21:39.197445
Good
No
Monthly
Apartment
1,058
41,989
37
Male
90,979
Married
2
High School
Employed
48.621505
Rural
Premium
0
1
383
4
2023-12-10 15:21:39.255696
Poor
Yes
Daily
Apartment
1,170
41,990
39
Male
16,769
Divorced
null
Master's
null
13.828166
Suburban
Premium
1
8
642
3
2022-03-24 15:21:39.221386
Good
No
Daily
Condo
1,411
41,991
23
Male
5,513
Divorced
0
Bachelor's
null
7.879445
Suburban
Premium
0
18
832
4
2020-09-03 15:21:39.155231
Poor
Yes
Monthly
Condo
662
41,992
22
Male
11,169
Single
1
Bachelor's
Employed
4.683238
Suburban
Basic
0
5
355
9
2021-10-09 15:21:39.283783
Average
Yes
Monthly
House
602
41,993
59
Female
15,952
Single
0
Master's
Self-Employed
17.629702
Rural
Comprehensive
null
11
728
5
2024-05-17 15:21:39.264504
Poor
No
Rarely
Apartment
1,107
41,994
57
Female
61,546
Divorced
2
Bachelor's
Employed
14.240146
Rural
Comprehensive
2
18
422
4
2020-10-20 15:21:39.097737
Poor
Yes
Daily
Apartment
1,134
41,995
47
Female
9,071
Married
2
PhD
Self-Employed
8.72301
Urban
Premium
0
2
672
9
2022-03-03 15:21:39.134960
Average
Yes
Weekly
Apartment
587
41,996
61
Male
14,092
Married
3
High School
Employed
37.834198
Rural
Comprehensive
null
14
687
7
2021-08-02 15:21:39.086123
Average
Yes
Rarely
House
1,806
41,997
60
Male
80,183
Divorced
3
Master's
null
38.98242
Rural
Comprehensive
2
3
607
6
2023-01-23 15:21:39.209847
Average
Yes
Rarely
Condo
2,052
41,998
24
Female
10,144
Single
4
Master's
Self-Employed
20.62707
Suburban
Premium
0
10
313
5
2024-03-24 15:21:39.155231
Average
No
Monthly
Apartment
1,514
41,999
28
Female
93,866
null
4
Bachelor's
Unemployed
28.867405
Urban
Comprehensive
1
4
401
7
2024-02-20 15:21:39.283783
Poor
Yes
Daily
House
469