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
15,600
64
Female
17,850
Single
3
Bachelor's
Unemployed
47.162351
Urban
Premium
null
7
821
6
2021-07-08 15:21:39.131192
Poor
No
Daily
Apartment
1,129
15,601
30
Male
52,653
Divorced
2
Master's
Employed
19.59991
Suburban
Basic
2
0
null
5
2019-10-30 15:21:39.172097
Good
No
Weekly
House
168
15,602
18
Male
45,825
Divorced
0
Master's
Employed
52.633724
Suburban
Basic
null
8
701
5
2023-02-28 15:21:39.143708
Good
No
Rarely
Apartment
602
15,603
48
Male
4,640
Single
2
Master's
Self-Employed
6.04928
Suburban
Comprehensive
2
10
538
7
2022-07-11 15:21:39.155231
Good
No
Monthly
House
2,020
15,604
50
Male
45,169
Single
null
PhD
null
22.555414
Urban
Comprehensive
null
17
547
7
2020-09-09 15:21:39.221386
Good
No
Monthly
Apartment
275
15,605
50
Female
36,322
Divorced
2
High School
Unemployed
9.263829
Rural
Basic
0
11
708
9
2023-01-17 15:21:39.269494
Average
Yes
Monthly
Condo
1,301
15,606
41
Female
81,554
Married
2
Bachelor's
Employed
31.726836
Urban
Comprehensive
0
10
423
4
2024-06-20 15:21:39.181605
Average
No
Weekly
House
231
15,607
61
Female
61,904
Married
2
High School
Unemployed
29.573236
Suburban
Comprehensive
null
15
430
7
2021-07-03 15:21:39.252145
Good
Yes
Weekly
Condo
456
15,608
59
Female
9,030
Divorced
1
Bachelor's
Unemployed
10.072114
Urban
Comprehensive
null
14
706
5
2024-06-08 15:21:39.155231
Average
No
Monthly
House
2,457
15,609
57
Female
7,983
Divorced
0
Master's
null
40.599964
Suburban
Basic
null
9
731
1
2020-12-14 15:21:39.134960
Good
No
Weekly
House
961
15,610
43
Male
118,878
Single
3
PhD
null
29.924125
Urban
Comprehensive
1
12
827
7
2024-01-15 15:21:39.164044
null
Yes
Weekly
Apartment
1,876
15,611
53
Male
25,982
Single
0
Master's
Unemployed
26.332644
Rural
Basic
null
0
646
7
2022-10-24 15:21:39.281787
Poor
Yes
Rarely
House
681
15,612
25
Male
2,368
Divorced
null
Master's
Unemployed
22.054196
Suburban
Basic
1
14
827
9
2022-06-22 15:21:39.091080
Good
Yes
Monthly
Condo
2,493
15,613
55
Female
24,981
Single
2
High School
null
20.744898
Urban
Comprehensive
0
0
842
2
2021-03-11 15:21:39.192212
Poor
No
Monthly
House
26
15,614
18
Male
47,942
Married
4
PhD
Self-Employed
48.419869
Urban
Premium
3
16
466
8
2023-11-23 15:21:39.111551
Poor
No
Rarely
Condo
2,316
15,615
57
Female
44,779
Divorced
0
PhD
Employed
42.663727
Rural
Premium
1
7
391
2
2023-12-26 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,325
15,616
33
Male
10,923
Divorced
1
High School
null
28.566318
Rural
Comprehensive
0
5
525
3
2024-06-28 15:21:39.194829
Average
No
Monthly
Apartment
1,148
15,617
27
Female
38,255
Married
4
Bachelor's
Self-Employed
8.938149
Urban
Premium
0
15
512
9
2021-05-14 15:21:39.200452
Good
Yes
Weekly
Condo
45
15,618
25
Male
1,804
Divorced
null
Master's
Employed
15.91708
Rural
Basic
0
5
null
9
2024-07-11 15:21:39.237118
Average
No
Weekly
House
2,156
15,619
50
Male
4,510
Single
0
High School
Unemployed
16.867457
Rural
Premium
2
8
507
5
2024-03-19 15:21:39.155231
Poor
No
Weekly
House
940
15,620
35
Male
7,261
Single
1
High School
Unemployed
43.443375
Suburban
Comprehensive
0
18
795
2
2020-09-08 15:21:39.155231
Good
No
Rarely
Condo
3,098
15,621
27
Female
9,892
Married
1
Bachelor's
Unemployed
33.96768
Suburban
Basic
1
6
782
1
2020-08-22 15:21:39.231531
Good
No
Monthly
Apartment
587
15,622
59
Female
20,796
Divorced
3
PhD
Employed
35.246313
Rural
Comprehensive
0
15
595
8
2020-09-29 15:21:39.264504
Good
No
Daily
Apartment
675
15,623
33
Male
63,325
Married
3
Bachelor's
Unemployed
24.145312
Urban
Comprehensive
2
11
762
5
2023-10-14 15:21:39.254678
Poor
Yes
Weekly
Condo
3,036
15,624
40
Male
98,842
Single
3
PhD
Unemployed
6.202899
Urban
Basic
0
15
502
4
2021-12-05 15:21:39.285112
null
No
Monthly
Apartment
924
15,625
59
Male
25,170
Divorced
2
Master's
Employed
26.937223
Suburban
Basic
0
12
790
5
2020-03-15 15:21:39.245086
Average
Yes
Rarely
Condo
687
15,626
48
Male
35
Divorced
1
Bachelor's
Employed
23.05814
Urban
Comprehensive
0
1
null
6
2021-05-29 15:21:39.251142
Average
No
Weekly
Condo
548
15,627
42
Male
7,925
Single
null
Master's
null
19.735271
Urban
Basic
1
14
588
1
2024-06-30 15:21:39.098696
Poor
Yes
Weekly
House
3,452
15,628
40
Male
36,322
Single
1
Master's
null
16.0061
Urban
Basic
1
14
682
1
2024-01-25 15:21:39.263607
Good
Yes
Monthly
Condo
397
15,629
25
Female
638
Divorced
3
PhD
Employed
13.494674
Suburban
Comprehensive
2
null
467
6
2022-06-20 15:21:39.288099
Poor
Yes
Daily
Condo
909
15,630
19
Male
78,978
Single
2
High School
null
28.202686
Suburban
Basic
null
3
479
1
2021-02-09 15:21:39.134960
Poor
Yes
Weekly
Condo
140
15,631
51
Female
12,962
Married
1
High School
Employed
40.552455
Rural
Comprehensive
1
17
461
7
2022-07-21 15:21:39.175719
Good
Yes
Rarely
Apartment
1,710
15,632
30
Male
38
Single
2
Master's
Unemployed
14.094863
Rural
Premium
0
7
476
3
2022-09-02 15:21:39.261856
Good
No
Monthly
Apartment
881
15,633
22
Female
73,528
Divorced
4
PhD
Employed
28.156365
Urban
Basic
0
10
418
4
2020-11-07 15:21:39.155231
Average
Yes
Monthly
Apartment
1,310
15,634
34
Male
2,385
Married
0
Bachelor's
null
4.93657
Suburban
Premium
0
12
501
6
2024-01-12 15:21:39.237118
Average
Yes
Monthly
House
1,295
15,635
38
Male
83,793
Single
4
Master's
Unemployed
4.895412
Urban
Premium
null
19
388
3
2023-04-06 15:21:39.110557
Average
Yes
Weekly
Condo
681
15,636
47
Female
77,823
Married
1
Master's
Self-Employed
19.825914
Rural
Comprehensive
1
12
441
7
2022-09-01 15:21:39.172097
Good
Yes
Weekly
House
454
15,637
20
Female
72,280
Single
2
High School
Employed
25.397637
Suburban
Basic
0
5
442
9
2024-04-25 15:21:39.245086
Good
No
Daily
Condo
1,135
15,638
36
Female
1,526
Divorced
1
Master's
Employed
16.805724
Rural
Premium
3
9
401
4
2020-12-23 15:21:39.101733
Good
No
Rarely
House
2,178
15,639
49
Female
38,335
Married
2
High School
Unemployed
11.898472
Rural
Basic
1
1
526
9
2024-05-24 15:21:39.263607
Poor
Yes
Monthly
Apartment
28
15,640
55
Male
35,832
Divorced
1
PhD
Unemployed
11.703879
Urban
Basic
null
8
null
4
2024-08-06 15:21:39.134960
Poor
Yes
Rarely
House
1,805
15,641
64
Male
34,298
Single
0
Bachelor's
null
23.402821
Rural
Basic
1
19
531
4
2024-05-09 15:21:39.243823
Poor
No
Monthly
Condo
1,028
15,642
47
Male
83,700
Married
0
Bachelor's
Unemployed
10.567131
Rural
Basic
2
14
627
2
2021-03-22 15:21:39.211806
Average
No
Monthly
Condo
2,195
15,643
56
Female
5,907
Divorced
0
High School
Self-Employed
6.671066
Rural
Basic
1
8
598
8
2020-03-01 15:21:39.237118
Good
Yes
Rarely
Condo
2,790
15,644
29
Male
15,987
Divorced
null
Master's
null
34.611806
Suburban
Basic
2
0
816
5
2022-05-13 15:21:39.082499
Poor
No
Daily
Apartment
1,035
15,645
25
Male
16,889
Married
2
PhD
Unemployed
7.175924
Rural
Basic
null
8
485
2
2020-08-15 15:21:39.155231
Good
Yes
Daily
Condo
473
15,646
52
Female
1,696
Divorced
3
PhD
Self-Employed
48.685402
Urban
Basic
1
4
707
8
2024-07-28 15:21:39.194829
Poor
No
Weekly
House
2,355
15,647
24
Male
22,325
Married
4
Bachelor's
Employed
28.306576
Suburban
Comprehensive
0
14
658
7
2024-02-29 15:21:39.180553
Poor
No
Rarely
House
832
15,648
19
Female
27,155
Divorced
0
High School
Employed
45.018837
Urban
Basic
0
15
545
6
2024-05-31 15:21:39.091080
Average
Yes
Monthly
Condo
126
15,649
25
Male
93,552
Single
null
Master's
null
14.690863
Rural
Premium
3
6
404
6
2020-07-18 15:21:39.146733
Good
Yes
Monthly
House
187
15,650
24
Male
null
Married
1
PhD
null
4.967108
Suburban
Comprehensive
1
19
553
4
2023-04-04 15:21:39.155231
null
No
Daily
Condo
360
15,651
36
Male
45,156
Single
3
Master's
null
29.967216
Rural
Premium
null
9
null
9
2021-06-17 15:21:39.173834
Average
No
Weekly
Apartment
1,516
15,652
48
Male
35,519
Single
2
Master's
Self-Employed
27.161249
Suburban
Premium
1
6
318
9
2024-07-18 15:21:39.165120
Good
No
Weekly
Apartment
37
15,653
51
Male
48,704
Single
0
Bachelor's
null
51.886586
Suburban
Basic
0
18
559
5
2023-10-02 15:21:39.237118
Good
No
Weekly
Condo
263
15,654
21
Male
18,784
Single
3
PhD
Employed
15.838361
Rural
Comprehensive
null
8
null
5
2023-05-29 15:21:39.172097
Good
No
Monthly
House
1,153
15,655
31
Female
31,005
Married
1
Bachelor's
Employed
13.979169
Rural
Basic
null
12
704
3
2022-03-05 15:21:39.087123
Average
Yes
Monthly
Condo
616
15,656
45
Male
110,181
Divorced
1
Bachelor's
null
20.127562
Urban
Comprehensive
0
17
305
6
2021-07-21 15:21:39.237118
null
No
Daily
House
2,366
15,657
21
Female
81,402
Divorced
3
Master's
Employed
32.072737
Rural
Comprehensive
2
1
517
7
2023-06-04 15:21:39.290098
Poor
No
Rarely
Condo
1,879
15,658
62
Male
7,843
Married
4
High School
null
15.879772
Rural
Comprehensive
2
19
801
6
2023-01-12 15:21:39.168099
Average
Yes
Daily
Condo
22
15,659
54
Female
15,761
Divorced
2
Master's
Employed
20.016955
Rural
Premium
2
0
707
6
2024-03-07 15:21:39.147735
Good
Yes
Daily
Apartment
1,284
15,660
57
Female
30,690
Divorced
0
High School
Unemployed
14.07203
Urban
Premium
null
11
653
8
2023-07-21 15:21:39.155231
Poor
Yes
Daily
House
930
15,661
33
Female
4,080
Married
null
High School
Self-Employed
30.812161
Urban
Premium
0
17
848
5
2022-12-25 15:21:39.247098
Poor
No
Weekly
Apartment
2,903
15,662
57
Male
2,499
Divorced
1
PhD
null
34.351587
Rural
Comprehensive
2
18
824
4
2024-05-12 15:21:39.254678
Good
No
Monthly
House
2,107
15,663
34
Male
18,031
Divorced
3
Master's
Employed
11.730838
Suburban
Premium
2
17
573
9
2023-10-14 15:21:39.151732
Average
No
Rarely
House
1,201
15,664
48
Male
7,078
Single
null
PhD
Unemployed
31.339525
Suburban
Basic
null
16
661
5
2020-08-09 15:21:39.237118
Poor
No
Rarely
Apartment
535
15,665
null
Female
6,892
Divorced
2
Master's
Unemployed
46.513749
Rural
Basic
1
19
null
8
2023-07-30 15:21:39.130190
Poor
Yes
Daily
Condo
1,667
15,666
59
Female
47,845
Divorced
3
High School
Unemployed
36.249748
Suburban
Premium
null
10
761
4
2021-11-25 15:21:39.175719
null
Yes
Weekly
Condo
27
15,667
62
Female
34,108
Married
4
Master's
null
42.548523
Rural
Comprehensive
1
5
615
3
2020-08-11 15:21:39.143708
null
No
Weekly
House
1,864
15,668
59
Male
131,529
Divorced
1
PhD
Unemployed
25.916867
Urban
Premium
1
2
827
7
2019-12-31 15:21:39.102694
null
No
Rarely
House
2,201
15,669
45
Female
52,477
Married
3
Bachelor's
Self-Employed
16.952305
Urban
Basic
null
15
433
3
2023-01-15 15:21:39.123711
Average
Yes
Rarely
Apartment
1,541
15,670
22
Female
467
Divorced
4
Master's
null
42.835198
Urban
Comprehensive
0
2
439
3
2022-05-14 15:21:39.285112
Average
No
Daily
Condo
729
15,671
53
Male
52,849
Married
null
Bachelor's
null
26.359988
Urban
Premium
1
17
622
4
2020-01-15 15:21:39.155231
Poor
No
Daily
Apartment
236
15,672
47
Male
20,243
Divorced
4
High School
null
21.749501
Rural
Comprehensive
0
6
null
5
2022-05-10 15:21:39.220389
Good
Yes
Monthly
House
543
15,673
59
Female
4,538
Single
4
Bachelor's
Self-Employed
35.086531
Urban
Comprehensive
null
18
434
6
2021-04-24 15:21:39.173661
Average
Yes
Rarely
Condo
1,350
15,674
36
Female
28,920
Single
0
High School
Employed
15.567852
Urban
Premium
0
7
null
3
2022-01-01 15:21:39.109552
Average
No
Weekly
Apartment
191
15,675
21
Male
43,917
Divorced
3
Master's
null
13.37217
Urban
Comprehensive
0
11
672
3
2022-04-17 15:21:39.134960
Poor
Yes
Daily
Condo
168
15,676
36
Male
3,082
Married
3
Master's
Unemployed
12.954773
Urban
Comprehensive
0
19
null
4
2022-06-26 15:21:39.231531
Good
No
Weekly
Condo
3,061
15,677
43
Female
104,578
Divorced
1
PhD
null
10.913853
Suburban
Comprehensive
0
18
438
4
2024-04-19 15:21:39.134960
Poor
Yes
Rarely
Apartment
112
15,678
50
Male
46,119
Single
1
High School
Self-Employed
26.867
Rural
Comprehensive
1
17
490
2
2019-10-10 15:21:39.237118
Poor
Yes
Daily
Apartment
3,276
15,679
60
Male
38,113
Married
2
High School
null
null
Urban
Comprehensive
1
5
551
6
2019-09-15 15:21:39.130190
Average
No
Weekly
Apartment
649
15,680
60
Male
1,809
Divorced
4
Master's
null
22.555936
Urban
Comprehensive
1
11
529
2
2023-07-02 15:21:39.282785
Good
Yes
Rarely
Condo
2,960
15,681
53
Male
28,721
Divorced
1
PhD
null
14.865756
Suburban
Premium
1
11
646
5
2023-03-26 15:21:39.131192
Good
No
Rarely
Condo
1,896
15,682
35
Male
28,878
Single
0
PhD
null
14.838002
Rural
Comprehensive
2
10
null
6
2023-12-26 15:21:39.286113
Good
Yes
Daily
House
874
15,683
45
Female
42,279
Married
4
PhD
null
24.454094
Suburban
Premium
4
5
641
8
2019-08-21 15:21:39.264504
Poor
Yes
Rarely
Apartment
1,534
15,684
52
Male
59,277
null
4
High School
Self-Employed
27.955005
Suburban
Comprehensive
1
17
449
7
2024-04-21 15:21:39.278402
null
Yes
Weekly
House
849
15,685
35
Female
2,718
Divorced
3
PhD
Employed
15.955102
Urban
Basic
null
15
464
7
2021-07-17 15:21:39.134960
Average
Yes
Weekly
Apartment
739
15,686
62
Female
73,829
Single
3
PhD
Employed
null
Suburban
Comprehensive
3
1
677
3
2021-12-09 15:21:39.146733
Good
Yes
Weekly
Condo
1,614
15,687
56
Male
16,696
Married
3
Bachelor's
Self-Employed
5.098147
Suburban
Basic
2
15
658
3
2024-06-29 15:21:39.274993
Average
Yes
Daily
House
382
15,688
26
Male
44,257
Divorced
4
High School
Unemployed
41.18454
Urban
Premium
null
15
775
3
2019-10-17 15:21:39.246098
Poor
No
Rarely
Apartment
1,411
15,689
61
Female
2,890
Divorced
2
Master's
null
19.527165
Urban
Basic
null
15
431
5
2021-03-13 15:21:39.092127
Poor
Yes
Weekly
Apartment
527
15,690
61
Male
76,950
Divorced
2
Bachelor's
Employed
20.637842
Suburban
Premium
2
13
476
4
2021-09-09 15:21:39.256696
Poor
No
Rarely
Apartment
1,787
15,691
64
Female
30,961
Divorced
1
High School
Unemployed
21.053324
Urban
Premium
3
8
null
7
2021-09-02 15:21:39.269494
Average
Yes
Daily
House
605
15,692
61
Male
46,232
Married
3
High School
Self-Employed
35.64382
Urban
Basic
1
18
716
5
2022-01-12 15:21:39.205850
null
No
Monthly
Apartment
1,335
15,693
55
Female
84,889
Married
2
Bachelor's
Self-Employed
12.106938
Urban
Basic
1
19
408
8
2024-07-02 15:21:39.274993
Good
No
Weekly
House
325
15,694
31
Female
31,785
Single
1
Bachelor's
Unemployed
11.485089
Rural
Premium
1
1
505
8
2023-12-21 15:21:39.116179
Good
No
Weekly
House
785
15,695
58
Female
15,113
Married
4
High School
null
18.342805
Suburban
Comprehensive
null
9
636
8
2022-11-16 15:21:39.245086
Poor
No
Monthly
Apartment
603
15,696
52
Female
905
Married
4
Master's
Unemployed
20.637249
Rural
Basic
3
5
null
1
2022-08-02 15:21:39.273973
Average
No
Daily
House
1,759
15,697
29
Female
65,700
Single
2
Bachelor's
Employed
null
Urban
Premium
null
14
490
6
2021-11-23 15:21:39.155231
Poor
Yes
Weekly
Condo
34
15,698
62
Female
17,885
Divorced
1
Bachelor's
Self-Employed
35.751858
Rural
Comprehensive
0
7
667
5
2020-06-04 15:21:39.237118
Good
No
Monthly
Condo
1,094
15,699
43
Male
72,733
Married
4
Bachelor's
Employed
14.659776
Urban
Comprehensive
0
13
431
3
2021-09-29 15:21:39.251142
Average
Yes
Daily
Apartment
874