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
1,158,600
36
Male
44,943
Divorced
0
Bachelor's
Unemployed
36.293705
Rural
Basic
null
19
849
4
2019-10-12 15:21:39.109552
Average
Yes
Rarely
Apartment
1,156
1,158,601
31
Male
46,269
Divorced
4
Master's
Unemployed
34.361225
Suburban
Comprehensive
2
9
595
9
2020-05-22 15:21:39.191219
Average
Yes
Monthly
House
1,613
1,158,602
64
Female
8,098
Divorced
null
Bachelor's
Unemployed
9.86868
Rural
Basic
null
2
779
1
2024-03-24 15:21:39.209847
Average
No
Daily
Condo
604
1,158,603
61
Male
17,561
Married
3
Master's
Unemployed
13.955493
Suburban
Basic
1
17
719
9
2021-07-15 15:21:39.144722
Average
Yes
Monthly
House
581
1,158,604
28
Male
5,711
Single
2
Bachelor's
Employed
13.72334
Urban
Comprehensive
2
10
384
8
2020-11-29 15:21:39.134960
Good
No
Rarely
Condo
2,128
1,158,605
41
Female
106,308
Divorced
1
Master's
Unemployed
16.047878
Rural
Basic
null
9
615
8
2022-01-09 15:21:39.286113
null
No
Weekly
Apartment
2,177
1,158,606
26
Female
20,720
Married
1
High School
null
28.977369
Suburban
Premium
0
11
674
6
2021-09-12 15:21:39.194829
Poor
Yes
Weekly
Condo
25
1,158,607
28
Male
39,752
Single
4
Bachelor's
null
25.57003
Suburban
Premium
1
2
463
5
2020-11-16 15:21:39.155231
Good
Yes
Rarely
House
671
1,158,608
36
Male
134,523
Single
1
PhD
null
13.442476
Suburban
Premium
0
7
357
8
2022-08-08 15:21:39.223390
Good
Yes
Weekly
Apartment
1,653
1,158,609
31
Male
6,916
Single
2
Master's
null
22.586002
Suburban
Premium
1
0
794
4
2019-08-26 15:21:39.105504
Poor
Yes
Monthly
Apartment
535
1,158,610
47
Male
1,226
Divorced
3
Master's
Employed
32.472839
Urban
Basic
0
9
372
7
2023-08-11 15:21:39.267454
Good
No
Rarely
Apartment
716
1,158,611
63
Male
13,086
Divorced
1
PhD
null
31.917892
Suburban
Comprehensive
3
15
561
6
2023-04-01 15:21:39.264504
null
No
Weekly
House
1,620
1,158,612
47
Female
36,322
Married
1
PhD
Unemployed
23.133898
Suburban
Basic
0
12
566
5
2020-09-11 15:21:39.155231
Average
Yes
Weekly
House
511
1,158,613
22
Male
24,961
Married
3
High School
Self-Employed
29.654066
Rural
Premium
null
8
632
7
2022-02-04 15:21:39.216387
Good
Yes
Weekly
Apartment
34
1,158,614
18
Male
102,717
Married
3
High School
Employed
33.084534
Urban
Comprehensive
1
8
838
1
2022-02-13 15:21:39.092127
Good
Yes
Rarely
Apartment
119
1,158,615
47
Male
18,071
Single
0
Master's
Self-Employed
15.717184
Rural
Comprehensive
1
5
521
8
2023-01-20 15:21:39.279729
Poor
Yes
Daily
House
1,717
1,158,616
22
Male
17,702
Married
2
High School
Employed
40.387082
Rural
Premium
null
12
null
2
2020-11-13 15:21:39.252145
Poor
No
Weekly
Condo
977
1,158,617
63
Male
7,991
Married
1
Bachelor's
Employed
25.638413
Urban
Basic
1
8
null
2
2023-11-23 15:21:39.228521
Poor
No
Daily
House
964
1,158,618
46
Male
28,892
Married
1
PhD
Unemployed
5.371812
Urban
Comprehensive
1
12
729
7
2022-05-19 15:21:39.181605
Good
Yes
Daily
House
912
1,158,619
44
Male
82,660
Married
1
Bachelor's
null
6.985566
Suburban
Premium
null
15
442
3
2019-11-25 15:21:39.276901
Poor
No
Rarely
Condo
795
1,158,620
52
Male
56,606
Married
null
Bachelor's
Self-Employed
43.86941
Suburban
Comprehensive
1
10
327
9
2023-09-06 15:21:39.171102
Good
No
Weekly
Apartment
994
1,158,621
64
Male
123,819
null
1
Master's
Unemployed
41.75921
Suburban
Comprehensive
2
13
600
1
2022-07-27 15:21:39.174719
Average
No
Rarely
Apartment
474
1,158,622
50
Male
28,141
Divorced
0
High School
Self-Employed
21.05691
Suburban
Basic
null
8
null
4
2021-07-16 15:21:39.092127
Poor
Yes
Weekly
House
918
1,158,623
37
Male
66,581
Divorced
2
Master's
Unemployed
12.82755
Suburban
Comprehensive
0
16
484
9
2022-11-01 15:21:39.134960
null
No
Daily
House
2,089
1,158,624
23
Female
927
Single
2
PhD
Employed
21.726408
Suburban
Basic
1
3
594
7
2024-05-23 15:21:39.191219
Average
No
Rarely
Apartment
260
1,158,625
39
Female
31,626
Single
null
PhD
Employed
22.397877
Rural
Basic
null
11
728
2
2022-05-08 15:21:39.215386
Poor
Yes
Monthly
Condo
475
1,158,626
43
Female
5,074
Divorced
4
PhD
Self-Employed
47.853472
Rural
Comprehensive
null
3
341
5
2023-08-25 15:21:39.082499
Good
No
Daily
House
1,309
1,158,627
29
Male
484
Divorced
null
High School
null
42.857189
Urban
Comprehensive
2
9
null
1
2023-05-06 15:21:39.223390
Average
Yes
Monthly
Condo
1,542
1,158,628
30
Female
1,269
Married
0
Bachelor's
Unemployed
46.943124
Suburban
Basic
0
2
786
4
2020-08-10 15:21:39.155231
Poor
Yes
Daily
Condo
2,076
1,158,629
31
Male
9,641
Married
2
Master's
null
23.918122
Urban
Premium
1
5
328
5
2023-11-02 15:21:39.134960
Good
Yes
Monthly
Apartment
522
1,158,630
50
Male
94,064
Married
2
Master's
null
25.867405
Urban
Basic
0
16
371
8
2020-03-02 15:21:39.171102
Average
Yes
Weekly
Apartment
645
1,158,631
40
Female
57,799
Single
0
Master's
Self-Employed
26.484633
Rural
Premium
null
7
437
5
2022-05-17 15:21:39.237118
Poor
No
Rarely
Apartment
573
1,158,632
41
Female
82,552
Divorced
2
Bachelor's
Employed
47.366468
Suburban
Basic
1
7
607
6
2022-11-12 15:21:39.170099
Good
No
Weekly
House
220
1,158,633
42
Male
395
Single
4
Master's
Unemployed
41.637617
Urban
Basic
1
18
704
6
2020-06-25 15:21:39.155231
Average
Yes
Rarely
Condo
1,453
1,158,634
38
Male
49,987
Married
0
Master's
null
17.924357
Rural
Comprehensive
0
0
382
4
2021-09-04 15:21:39.091080
Average
Yes
Monthly
House
198
1,158,635
60
Male
30,472
Divorced
3
Bachelor's
Unemployed
31.624291
Urban
Basic
0
6
null
2
2020-04-02 15:21:39.152732
Good
Yes
Weekly
House
684
1,158,636
63
Male
25,683
Single
0
Bachelor's
Unemployed
32.890376
Rural
Basic
0
13
null
9
2020-05-23 15:21:39.273973
null
No
Weekly
Apartment
1,216
1,158,637
47
Female
18,459
Divorced
0
Master's
Unemployed
10.649451
Urban
Premium
null
14
642
4
2020-09-28 15:21:39.217387
Good
Yes
Monthly
House
2,095
1,158,638
60
Male
42,670
Married
4
PhD
Employed
16.947138
Rural
Premium
1
13
null
2
2024-05-24 15:21:39.090124
Average
Yes
Daily
Condo
607
1,158,639
41
Female
3,086
Divorced
1
High School
null
16.791966
Rural
Premium
2
19
637
5
2022-08-06 15:21:39.249100
Poor
Yes
Monthly
Apartment
793
1,158,640
45
Male
20,360
Divorced
2
PhD
Unemployed
32.184862
Urban
Premium
1
7
449
6
2020-03-21 15:21:39.204790
Good
No
Rarely
Condo
722
1,158,641
23
Female
null
Divorced
3
PhD
Unemployed
47.030311
Urban
Basic
null
9
391
5
2020-09-12 15:21:39.134960
null
Yes
Daily
Condo
467
1,158,642
55
Male
64,424
Married
3
Bachelor's
Employed
null
Rural
Premium
0
8
498
7
2024-04-01 15:21:39.261856
Good
No
Weekly
Apartment
2,167
1,158,643
51
Female
null
Married
0
High School
null
7.646835
Rural
Basic
0
17
422
4
2019-10-14 15:21:39.279729
Good
Yes
Weekly
Apartment
1,194
1,158,644
47
Female
59,761
Single
1
High School
null
41.452957
Urban
Basic
0
3
488
8
2023-07-02 15:21:39.170099
Average
Yes
Weekly
Condo
393
1,158,645
43
Male
15,274
Married
1
High School
Employed
41.379951
Suburban
Comprehensive
null
3
732
3
2023-10-27 15:21:39.271453
Poor
No
Rarely
House
1,588
1,158,646
63
Female
3,733
Single
null
PhD
null
null
Rural
Basic
null
3
711
4
2023-03-31 15:21:39.172097
Average
No
Weekly
House
1,326
1,158,647
47
Female
25,330
Single
null
Bachelor's
null
38.753604
Suburban
Basic
0
12
506
3
2023-02-20 15:21:39.250151
Poor
Yes
Weekly
House
662
1,158,648
24
Female
16,092
Divorced
3
Master's
Self-Employed
45.012319
Urban
Comprehensive
null
8
null
8
2024-03-28 15:21:39.122134
null
No
Rarely
House
2,814
1,158,649
44
Female
3,988
Married
4
Bachelor's
null
10.917796
Urban
Premium
1
11
499
7
2021-11-22 15:21:39.164044
Poor
No
Daily
Apartment
1,248
1,158,650
28
Male
13,897
Single
1
High School
null
18.908356
Urban
Basic
null
13
513
4
2020-07-04 15:21:39.172097
Good
No
Monthly
House
1,677
1,158,651
30
Male
null
Married
3
PhD
Self-Employed
36.591451
Urban
Comprehensive
0
4
311
2
2022-10-01 15:21:39.283783
Average
No
Weekly
Apartment
600
1,158,652
18
Female
461
Divorced
4
PhD
Employed
20.749412
Suburban
Basic
0
14
492
4
2021-09-30 15:21:39.134960
Good
No
Rarely
Condo
1,854
1,158,653
58
Female
100,249
null
2
PhD
Self-Employed
16.847163
Rural
Premium
null
6
null
9
2021-10-29 15:21:39.130190
Good
No
Weekly
House
394
1,158,654
42
Female
33,016
Divorced
4
High School
Unemployed
29.868984
Urban
Premium
null
4
542
8
2022-06-05 15:21:39.175719
Good
Yes
Weekly
House
746
1,158,655
26
Female
94,792
Married
0
Master's
null
27.947871
Suburban
Premium
1
17
459
1
2019-12-11 15:21:39.198406
Poor
Yes
Rarely
Apartment
494
1,158,656
52
Male
35,872
Single
2
PhD
null
43.947468
Rural
Comprehensive
0
15
null
3
2021-08-05 15:21:39.194829
Poor
No
Weekly
Apartment
336
1,158,657
44
Male
1,679
Single
3
PhD
null
3.683281
Rural
Basic
2
3
837
2
2022-02-07 15:21:39.229482
Good
Yes
Daily
House
945
1,158,658
28
Male
11,387
Single
1
PhD
null
24.993623
Rural
Basic
1
8
729
6
2023-11-18 15:21:39.224915
Good
Yes
Rarely
Apartment
992
1,158,659
30
Female
17,183
null
1
Master's
null
40.241848
Urban
Comprehensive
null
10
714
5
2024-02-25 15:21:39.080440
Poor
No
Rarely
House
607
1,158,660
58
Male
11,116
Married
2
Bachelor's
null
32.986172
Rural
Comprehensive
null
15
null
8
2022-06-24 15:21:39.237118
Average
No
Rarely
Apartment
248
1,158,661
27
Male
3,788
Married
4
PhD
Employed
14.144888
Urban
Premium
1
8
null
8
2020-06-09 15:21:39.164044
Poor
Yes
Daily
House
159
1,158,662
45
Female
34,640
Single
2
Master's
Employed
7.95631
Urban
Basic
0
17
500
8
2022-08-30 15:21:39.265513
Poor
No
Daily
House
1,069
1,158,663
34
Female
35,335
Single
0
PhD
null
27.738272
Rural
Basic
0
11
559
1
2022-08-17 15:21:39.263607
Poor
Yes
Monthly
House
1,241
1,158,664
27
Male
11,862
Married
0
High School
Employed
19.571511
Rural
Comprehensive
0
7
456
8
2021-01-05 15:21:39.090124
Average
Yes
Weekly
Condo
561
1,158,665
46
Male
17,553
Married
1
Master's
Employed
38.903642
Urban
Basic
1
6
null
1
2020-12-06 15:21:39.237118
Poor
No
Daily
Condo
1,175
1,158,666
35
Female
124,565
Divorced
1
Master's
Self-Employed
18.657361
Suburban
Basic
null
0
392
2
2021-05-28 15:21:39.086123
Poor
Yes
Weekly
Condo
1,581
1,158,667
52
Female
46,327
Married
0
High School
null
9.938368
Suburban
Premium
null
0
685
5
2021-08-02 15:21:39.155231
Average
No
Daily
Apartment
787
1,158,668
40
Male
17,310
Single
null
Bachelor's
Self-Employed
30.485595
Urban
Comprehensive
2
19
699
5
2022-06-01 15:21:39.206847
Average
Yes
Weekly
Condo
876
1,158,669
43
Female
18,641
Divorced
2
PhD
null
34.738729
Rural
Comprehensive
null
17
null
8
2021-12-16 15:21:39.223901
Good
Yes
Daily
Apartment
473
1,158,670
null
Female
76,475
Single
3
PhD
Employed
28.937187
Rural
Comprehensive
0
12
430
7
2023-10-31 15:21:39.205850
Average
No
Rarely
Condo
922
1,158,671
40
Male
74,854
Single
2
PhD
null
16.569759
Urban
Premium
0
12
572
4
2022-07-22 15:21:39.155231
Good
No
Monthly
House
92
1,158,672
59
Male
12,042
Single
4
Master's
null
40.890932
Suburban
Premium
1
18
593
4
2023-03-19 15:21:39.226954
Average
Yes
Daily
House
688
1,158,673
54
Male
30,018
Divorced
1
High School
Unemployed
12.836959
Suburban
Premium
0
9
489
6
2020-07-24 15:21:39.232526
Poor
Yes
Daily
Condo
583
1,158,674
24
Female
38,284
Single
0
High School
null
9.077982
Rural
Premium
1
4
784
7
2022-07-28 15:21:39.124659
Good
Yes
Weekly
House
549
1,158,675
54
Male
24,996
Divorced
1
PhD
null
8.335341
Suburban
Premium
0
0
344
7
2021-06-30 15:21:39.101733
Poor
Yes
Rarely
House
618
1,158,676
29
Female
23,783
Married
1
High School
Self-Employed
23.161899
Rural
Basic
null
15
498
1
2021-07-18 15:21:39.211806
Poor
No
Rarely
Condo
33
1,158,677
32
Female
50,844
Married
4
Master's
null
19.466515
Urban
Basic
null
14
758
3
2022-05-10 15:21:39.237118
Average
No
Daily
Apartment
115
1,158,678
33
Male
25,168
Single
1
PhD
null
19.857117
Rural
Basic
2
12
707
3
2021-08-03 15:21:39.172097
Good
Yes
Rarely
Apartment
722
1,158,679
46
Male
36,190
Single
4
Bachelor's
Self-Employed
19.724646
Urban
Basic
null
19
517
1
2022-12-20 15:21:39.096739
Good
Yes
Daily
Condo
982
1,158,680
61
Female
669
Divorced
3
Bachelor's
Unemployed
30.907201
Rural
Premium
0
6
586
7
2023-02-13 15:21:39.256696
Good
Yes
Rarely
Condo
2,140
1,158,681
46
Female
29,040
Divorced
4
Master's
null
16.764027
Rural
Basic
null
0
679
2
2020-05-31 15:21:39.082499
Average
Yes
Daily
Apartment
582
1,158,682
36
Male
40,988
Divorced
1
Master's
Unemployed
40.516981
Urban
Premium
3
4
636
5
2019-09-28 15:21:39.173834
Average
Yes
Monthly
Condo
1,466
1,158,683
57
Female
10,981
Married
3
Master's
Self-Employed
30.9083
Suburban
Premium
0
17
543
2
2021-03-17 15:21:39.237118
Average
Yes
Rarely
House
1,553
1,158,684
25
Female
16,151
Married
4
Bachelor's
Self-Employed
47.797705
Urban
Comprehensive
null
10
637
7
2019-09-06 15:21:39.079128
Poor
No
Daily
House
439
1,158,685
62
Female
8,078
Divorced
0
High School
Employed
35.868583
Suburban
Premium
1
0
586
8
2020-06-07 15:21:39.170099
Poor
No
Monthly
House
543
1,158,686
40
Male
648
Divorced
null
High School
Unemployed
26.358728
Urban
Comprehensive
2
2
null
3
2022-09-14 15:21:39.235012
Good
No
Daily
Apartment
2,921
1,158,687
40
Male
17,098
Married
4
High School
Employed
21.555536
Suburban
Premium
0
4
619
9
2023-07-18 15:21:39.105504
Average
Yes
Monthly
House
681
1,158,688
61
Male
5,055
Married
3
Master's
null
31.163312
Rural
Basic
null
4
638
6
2023-10-01 15:21:39.109552
Poor
No
Rarely
House
1,368
1,158,689
49
Female
33,207
Divorced
2
Master's
null
30.816792
Rural
Basic
1
2
843
1
2024-04-30 15:21:39.237118
Average
No
Rarely
House
2,053
1,158,690
59
Male
24,881
Single
1
Bachelor's
Unemployed
33.58164
Urban
Premium
null
10
659
9
2023-01-14 15:21:39.184157
Average
No
Daily
Apartment
355
1,158,691
19
Female
10,093
Married
1
Bachelor's
Self-Employed
25.84905
Suburban
Comprehensive
null
9
541
1
2022-12-13 15:21:39.134960
Average
No
Weekly
House
725
1,158,692
26
Female
80,629
Divorced
0
PhD
Self-Employed
31.816054
Urban
Comprehensive
0
5
451
1
2024-04-19 15:21:39.124659
Good
Yes
Daily
Apartment
1,147
1,158,693
64
Female
9,857
Married
1
Bachelor's
null
36.091344
Rural
Comprehensive
0
2
null
4
2021-11-22 15:21:39.233998
Poor
Yes
Daily
Apartment
498
1,158,694
47
Female
29,056
Divorced
0
High School
Unemployed
26.845271
Rural
Basic
null
2
null
8
2020-07-08 15:21:39.271453
Average
Yes
Daily
Condo
1,204
1,158,695
64
Female
9,856
Married
3
Master's
null
19.09092
Rural
Premium
1
2
655
1
2022-06-11 15:21:39.081504
Poor
No
Rarely
Apartment
1,600
1,158,696
27
Female
43,901
Divorced
2
Master's
null
46.814883
Urban
Comprehensive
null
13
609
5
2023-12-25 15:21:39.168099
Good
Yes
Daily
Apartment
145
1,158,697
63
Male
39,467
Married
1
High School
Unemployed
8.597879
Suburban
Premium
0
9
null
1
2022-07-18 15:21:39.084065
Poor
No
Monthly
House
884
1,158,698
null
Male
18,561
Single
0
High School
Employed
28.697034
Suburban
Comprehensive
1
4
null
2
2020-10-04 15:21:39.237118
Average
Yes
Weekly
Condo
704
1,158,699
51
Female
63,634
Married
1
High School
Self-Employed
7.299929
Suburban
Premium
0
4
441
4
2020-07-21 15:21:39.134960
null
No
Weekly
Condo
2,289