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
42,600
28
Male
1,269
Divorced
3
PhD
null
34.984101
Urban
Basic
1
15
609
8
2020-07-21 15:21:39.237118
null
Yes
Daily
Condo
963
42,601
49
Male
52,297
Single
1
High School
Unemployed
15.888215
Rural
Basic
3
15
582
6
2024-04-29 15:21:39.188220
Poor
No
Monthly
Condo
112
42,602
25
Male
131,174
Divorced
2
PhD
Unemployed
41.776464
Urban
Basic
3
7
453
3
2023-07-25 15:21:39.125660
Good
Yes
Rarely
House
300
42,603
31
Female
7,082
Single
3
Master's
Self-Employed
23.711374
Rural
Basic
0
4
677
9
2021-01-25 15:21:39.087123
Good
No
Rarely
House
1,609
42,604
41
Male
17,962
Married
4
Master's
Unemployed
13.456767
Rural
Premium
0
17
null
3
2020-07-16 15:21:39.155231
Good
No
Daily
House
657
42,605
27
Male
1,035
Married
0
Bachelor's
Unemployed
9.922694
Urban
Comprehensive
null
10
489
4
2022-04-22 15:21:39.155231
Average
Yes
Monthly
Condo
1,673
42,606
46
Female
11,105
Married
1
Bachelor's
Self-Employed
19.511661
Rural
Basic
0
12
null
5
2022-09-13 15:21:39.261856
Average
No
Weekly
Condo
245
42,607
28
Female
5,465
Married
2
Master's
null
27.299928
Urban
Comprehensive
null
19
675
6
2021-10-01 15:21:39.119168
null
No
Daily
Condo
371
42,608
22
Female
2,373
Married
4
PhD
Employed
33.077339
Urban
Premium
2
6
null
9
2020-04-20 15:21:39.226954
Good
Yes
Rarely
House
562
42,609
25
Female
93,692
Single
2
High School
null
9.896621
Urban
Comprehensive
0
0
451
3
2022-12-30 15:21:39.190215
Good
Yes
Monthly
House
131
42,610
38
Male
16,085
Married
0
Master's
Employed
18.006619
Rural
Comprehensive
null
17
754
8
2023-12-29 15:21:39.210805
Average
No
Daily
Condo
678
42,611
28
Female
14,268
Married
2
Master's
Self-Employed
31.358769
Suburban
Basic
null
2
417
2
2023-09-14 15:21:39.106582
Average
No
Weekly
Apartment
987
42,612
19
Male
1,793
Married
3
Master's
null
12.64843
Rural
Basic
null
5
841
1
2020-07-27 15:21:39.151732
Good
No
Weekly
Condo
2,930
42,613
59
Male
33,247
Single
0
Bachelor's
null
13.573158
Suburban
Comprehensive
null
12
null
9
2020-09-23 15:21:39.264504
Good
No
Rarely
Apartment
924
42,614
null
Male
38,588
Married
4
Master's
Employed
34.681599
Suburban
Basic
0
15
407
4
2024-01-08 15:21:39.209847
Good
Yes
Weekly
House
718
42,615
51
Female
93,561
Married
1
Bachelor's
null
27.527491
Urban
Comprehensive
3
2
685
1
2020-06-04 15:21:39.225916
Poor
No
Monthly
Condo
81
42,616
62
Male
5,065
Single
4
Bachelor's
null
27.492946
Suburban
Comprehensive
0
8
734
3
2022-05-11 15:21:39.276901
Poor
Yes
Rarely
House
845
42,617
63
Female
3,701
Divorced
4
Bachelor's
null
23.008546
Suburban
Comprehensive
null
19
787
7
2021-06-21 15:21:39.124659
Poor
No
Weekly
House
394
42,618
38
Male
24,687
Single
0
Bachelor's
null
45.84584
Rural
Comprehensive
null
18
637
6
2022-12-14 15:21:39.134960
Average
No
Rarely
Condo
484
42,619
50
Male
1,681
Divorced
3
High School
Unemployed
46.269822
Suburban
Premium
null
18
497
9
2020-06-28 15:21:39.100695
Poor
No
Rarely
Condo
483
42,620
41
Male
1,789
Single
2
Bachelor's
null
14.597592
Suburban
Basic
1
9
564
6
2020-08-20 15:21:39.188220
Poor
No
Daily
Condo
48
42,621
41
Female
16,931
Married
2
Master's
Self-Employed
17.098284
Rural
Comprehensive
null
17
586
9
2019-09-23 15:21:39.206847
Poor
No
Monthly
House
2,918
42,622
35
Male
66,851
Single
1
Bachelor's
null
36.704815
Urban
Basic
0
8
569
6
2022-06-17 15:21:39.190215
Poor
Yes
Rarely
House
429
42,623
22
Male
3,646
Single
2
High School
Unemployed
7.693628
Suburban
Premium
1
10
785
4
2021-06-07 15:21:39.155231
Average
Yes
Daily
Apartment
2,147
42,624
52
Male
9,890
Married
1
Bachelor's
Self-Employed
20.845874
Suburban
Premium
3
0
807
2
2023-06-12 15:21:39.165120
Average
No
Monthly
House
146
42,625
18
Female
null
Married
0
Master's
Unemployed
21.582214
Suburban
Comprehensive
3
12
684
4
2022-01-27 15:21:39.180553
Average
No
Daily
House
3,161
42,626
21
Male
27,442
Divorced
2
High School
null
null
Rural
Comprehensive
0
2
758
8
2023-02-05 15:21:39.134960
Good
Yes
Daily
House
1,162
42,627
31
Male
5,099
Married
3
Master's
Employed
20.566338
Suburban
Premium
1
6
null
6
2022-11-04 15:21:39.085129
Poor
No
Monthly
Apartment
2,801
42,628
61
Female
5,244
Married
2
Master's
Unemployed
29.591618
Urban
Comprehensive
null
10
823
3
2022-01-26 15:21:39.102694
Poor
Yes
Monthly
Condo
590
42,629
38
Female
18,674
Married
1
High School
Unemployed
34.013556
Suburban
Premium
null
6
674
4
2023-05-21 15:21:39.107553
Average
Yes
Rarely
Apartment
855
42,630
57
Male
141,859
Divorced
3
Bachelor's
Unemployed
25.086605
Suburban
Comprehensive
0
16
456
1
2022-12-10 15:21:39.187211
Average
Yes
Daily
Condo
2,222
42,631
43
Male
25,809
Married
3
High School
Employed
14.592778
Urban
Comprehensive
1
9
620
2
2021-07-03 15:21:39.184157
Average
Yes
Monthly
Condo
1,740
42,632
62
Male
55,153
Divorced
4
PhD
Employed
17.934504
Urban
Basic
null
5
423
7
2020-04-12 15:21:39.085129
Poor
Yes
Monthly
House
749
42,633
50
Female
9,964
Single
2
Bachelor's
null
48.182829
Urban
Basic
1
10
null
1
2020-07-20 15:21:39.132191
Average
No
Weekly
Condo
2,620
42,634
44
Male
null
Divorced
3
High School
null
51.926784
Urban
Premium
null
12
null
1
2021-05-09 15:21:39.155231
Good
No
Daily
Apartment
821
42,635
55
Female
13,991
Divorced
4
PhD
null
32.517914
Rural
Basic
2
9
626
7
2021-01-04 15:21:39.204790
null
No
Weekly
Condo
763
42,636
20
Male
65,578
Married
2
Bachelor's
Employed
14.828259
Suburban
Premium
0
6
813
1
2020-12-25 15:21:39.172097
Poor
No
Monthly
Apartment
340
42,637
49
Male
58,513
Married
2
High School
Employed
24.717098
Urban
Basic
0
19
null
1
2024-01-20 15:21:39.155231
Good
Yes
Rarely
House
112
42,638
38
Male
54,339
Married
0
Master's
Self-Employed
27.764778
Suburban
Comprehensive
2
0
363
3
2021-05-25 15:21:39.087123
null
No
Rarely
Condo
859
42,639
54
Female
17,386
Single
3
Bachelor's
Unemployed
9.65462
Suburban
Comprehensive
3
4
408
9
2023-11-29 15:21:39.168099
Good
No
Daily
House
629
42,640
57
Male
40,585
Married
0
Master's
Employed
38.796784
Urban
Comprehensive
null
5
734
4
2021-09-12 15:21:39.155231
Good
Yes
Rarely
House
901
42,641
35
Female
26,053
Married
2
PhD
Employed
10.89327
Suburban
Basic
null
13
313
9
2022-01-20 15:21:39.102694
Average
No
Rarely
Condo
803
42,642
45
Female
3,924
Single
3
High School
null
13.284057
Suburban
Basic
0
17
657
3
2022-02-28 15:21:39.093681
Average
Yes
Weekly
House
2,720
42,643
51
Female
6,051
Divorced
4
PhD
null
11.974642
Rural
Comprehensive
2
6
null
2
2021-06-18 15:21:39.170099
Average
Yes
Daily
Condo
834
42,644
43
Female
2,353
Single
4
PhD
Self-Employed
37.131524
Rural
Comprehensive
2
14
699
4
2024-04-13 15:21:39.237118
Good
No
Weekly
Apartment
362
42,645
49
Female
11,159
Single
4
Master's
Unemployed
29.534183
Urban
Premium
1
19
778
7
2020-01-30 15:21:39.134960
Good
No
Daily
Condo
2,210
42,646
43
Female
18,274
Divorced
1
PhD
null
21.815733
Rural
Basic
0
8
369
1
2024-05-17 15:21:39.084065
Average
Yes
Rarely
Condo
1,549
42,647
64
Male
7,087
Married
1
Master's
null
8.858265
Urban
Comprehensive
1
5
772
8
2021-09-15 15:21:39.186212
Average
Yes
Weekly
Condo
942
42,648
31
Female
24,294
Divorced
0
High School
Unemployed
33.07122
Suburban
Premium
1
11
442
3
2021-08-15 15:21:39.155231
Poor
Yes
Daily
House
741
42,649
51
Male
524
Single
0
Bachelor's
Self-Employed
32.606402
Rural
Basic
1
7
498
9
2023-03-28 15:21:39.155231
Average
No
Weekly
House
498
42,650
52
Female
94,864
Single
0
Bachelor's
Self-Employed
40.055841
Suburban
Premium
1
17
448
9
2020-09-06 15:21:39.256696
Average
Yes
Monthly
Apartment
1,344
42,651
57
Male
5,860
Divorced
2
High School
null
39.637269
Urban
Basic
null
19
615
9
2023-06-03 15:21:39.237118
Average
Yes
Daily
Condo
1,136
42,652
57
Female
6,958
Single
1
PhD
Unemployed
21.653669
Urban
Premium
1
8
766
1
2022-09-16 15:21:39.237118
Average
Yes
Daily
House
1,625
42,653
36
Female
141,101
Single
4
Bachelor's
Unemployed
10.558905
Rural
Premium
0
13
382
7
2022-08-04 15:21:39.134960
Average
No
Rarely
Condo
1,091
42,654
42
Male
null
Single
2
PhD
null
51.272872
Urban
Comprehensive
null
5
590
2
2020-04-04 15:21:39.148733
Good
Yes
Monthly
House
1,152
42,655
55
Female
null
Single
null
PhD
Self-Employed
26.258529
Rural
Comprehensive
2
13
434
4
2024-03-08 15:21:39.181605
Poor
Yes
Rarely
Apartment
162
42,656
63
Female
51,593
Married
2
Master's
Self-Employed
19.826393
Rural
Basic
1
7
569
5
2024-05-23 15:21:39.101733
Good
Yes
Rarely
House
73
42,657
21
Female
26,983
Single
0
High School
Unemployed
45.182501
Urban
Premium
null
2
712
2
2022-05-12 15:21:39.182597
Poor
Yes
Daily
House
946
42,658
36
Female
17,763
Married
0
Master's
Unemployed
22.837862
Suburban
Basic
2
15
621
8
2021-05-30 15:21:39.134960
Average
No
Daily
Apartment
1,819
42,659
31
Male
81,398
Divorced
4
Master's
null
15.839596
Suburban
Comprehensive
2
16
607
4
2021-10-10 15:21:39.155231
null
Yes
Rarely
Apartment
676
42,660
35
Male
11,982
Married
2
Bachelor's
null
25.084911
Rural
Premium
null
9
518
3
2022-08-12 15:21:39.222387
Average
Yes
Weekly
Apartment
181
42,661
25
Male
51,402
Married
1
Bachelor's
Unemployed
50.85745
Urban
Premium
1
19
481
1
2020-01-15 15:21:39.091080
Good
Yes
Weekly
House
44
42,662
59
Female
909
Divorced
1
Bachelor's
Self-Employed
6.011427
Urban
Premium
2
8
null
4
2024-01-24 15:21:39.237118
Average
No
Daily
Condo
1,117
42,663
39
Female
6,091
Married
3
Bachelor's
null
24.988443
Suburban
Comprehensive
0
3
632
3
2023-09-30 15:21:39.147735
Average
No
Daily
Apartment
1,320
42,664
37
Male
9,340
Divorced
4
Master's
null
49.939201
Suburban
Premium
0
8
464
8
2024-04-01 15:21:39.094752
Average
Yes
Monthly
Condo
1,796
42,665
28
Female
37,881
Divorced
4
High School
Unemployed
10.147523
Urban
Premium
2
7
841
4
2022-09-21 15:21:39.237118
null
Yes
Monthly
House
449
42,666
20
Male
11,973
Divorced
0
Bachelor's
Self-Employed
48.769105
Urban
Basic
0
8
835
8
2019-10-22 15:21:39.204790
Average
Yes
Rarely
Apartment
2,329
42,667
63
Male
null
Divorced
0
Master's
Self-Employed
49.097981
Urban
Comprehensive
1
2
301
5
2023-02-12 15:21:39.151732
Good
Yes
Weekly
Condo
532
42,668
38
Female
35,111
Divorced
null
Master's
Employed
37.934683
Urban
Premium
null
13
812
1
2022-01-09 15:21:39.093681
Average
No
Monthly
House
493
42,669
63
Female
15,507
Divorced
1
Bachelor's
Unemployed
15.624434
Urban
Basic
null
13
590
4
2024-06-03 15:21:39.187211
Poor
Yes
Rarely
Apartment
984
42,670
25
Male
27,862
Divorced
1
High School
Unemployed
19.788605
Urban
Comprehensive
1
6
796
7
2023-06-02 15:21:39.106582
Good
No
Weekly
Apartment
491
42,671
63
Male
43,516
Married
1
High School
Self-Employed
32.715518
Urban
Basic
2
19
660
8
2023-11-22 15:21:39.112553
Good
No
Weekly
House
169
42,672
35
Male
59,548
Married
0
Bachelor's
null
51.507558
Rural
Comprehensive
2
3
513
4
2022-04-14 15:21:39.155231
Average
No
Daily
Condo
891
42,673
36
Male
3,638
Divorced
2
PhD
Unemployed
41.676434
Rural
Premium
2
14
529
3
2021-11-24 15:21:39.149731
Good
No
Daily
Condo
1,121
42,674
42
Female
74,093
Single
1
Master's
null
45.735735
Suburban
Basic
null
15
719
9
2022-01-03 15:21:39.155231
Good
Yes
Weekly
House
111
42,675
58
Female
null
Single
null
High School
Self-Employed
25.739236
Rural
Premium
2
15
786
9
2019-12-21 15:21:39.237118
Average
Yes
Weekly
Apartment
3,188
42,676
30
Female
58,724
Married
1
Master's
null
33.153586
Urban
Basic
2
0
410
1
2024-07-14 15:21:39.154008
Good
Yes
Weekly
Condo
740
42,677
23
Female
6,040
Married
0
High School
Unemployed
29.678924
Rural
Premium
0
8
334
2
2021-01-24 15:21:39.117183
Poor
No
Monthly
House
756
42,678
38
Male
25,983
Divorced
null
PhD
null
13.637448
Suburban
Premium
1
19
null
5
2023-09-28 15:21:39.155231
Poor
No
Rarely
Condo
1,008
42,679
64
Female
33,382
Married
3
Bachelor's
Unemployed
17.541953
Suburban
Basic
null
3
705
1
2021-09-27 15:21:39.084065
Poor
Yes
Rarely
Apartment
1,256
42,680
58
Female
17,097
Single
4
High School
null
30.92771
Urban
Premium
0
7
441
6
2019-08-31 15:21:39.130190
null
No
Daily
House
631
42,681
57
Male
100,972
Single
0
PhD
Employed
46.885835
Suburban
Premium
1
16
779
5
2019-10-27 15:21:39.095696
Poor
Yes
Weekly
Condo
2,040
42,682
49
Female
20,320
Married
null
Master's
Employed
34.844365
Rural
Basic
0
11
794
9
2023-05-08 15:21:39.155231
Average
Yes
Monthly
Apartment
790
42,683
40
Male
2,677
Divorced
3
PhD
null
37.769007
Rural
Premium
1
13
472
8
2022-08-14 15:21:39.261856
null
No
Monthly
Condo
1,874
42,684
54
Male
23,706
Married
4
Master's
Self-Employed
40.362225
Suburban
Comprehensive
null
11
null
2
2022-03-27 15:21:39.088124
Good
Yes
Weekly
Condo
463
42,685
19
Male
71,488
Married
0
High School
Self-Employed
null
Urban
Basic
2
10
576
1
2024-04-17 15:21:39.283783
Poor
No
Rarely
Apartment
652
42,686
36
Male
43,921
Single
1
High School
Self-Employed
33.998825
Rural
Comprehensive
2
1
641
5
2021-04-16 15:21:39.155231
Poor
No
Rarely
House
828
42,687
50
Female
null
Divorced
null
High School
null
19.073207
Rural
Premium
1
18
384
6
2023-08-12 15:21:39.155231
Poor
Yes
Daily
Condo
1,851
42,688
63
Male
6,448
Married
0
PhD
Employed
19.527619
Suburban
Premium
0
6
544
8
2024-07-28 15:21:39.206847
Poor
Yes
Rarely
Condo
728
42,689
48
Male
3,941
Divorced
4
High School
null
7.828495
Urban
Basic
0
14
731
3
2022-05-30 15:21:39.257696
Good
Yes
Daily
Apartment
3,813
42,690
61
Male
18,778
Married
3
Master's
Unemployed
22.929174
Suburban
Premium
0
2
597
4
2020-08-13 15:21:39.134960
Poor
No
Monthly
Apartment
695
42,691
34
Female
87,833
Single
null
PhD
null
7.837281
Suburban
Comprehensive
1
15
425
9
2020-03-16 15:21:39.221386
Good
No
Daily
Condo
190
42,692
51
Female
16,078
Single
2
Master's
null
19.133337
Urban
Comprehensive
2
16
473
3
2024-03-27 15:21:39.279729
Poor
No
Daily
Apartment
1,727
42,693
62
Female
4,615
Married
4
Bachelor's
Employed
14.481413
Urban
Premium
null
15
693
6
2021-11-05 15:21:39.155231
Average
Yes
Rarely
Condo
3,700
42,694
48
Male
45,900
Single
4
High School
null
null
Rural
Comprehensive
0
3
537
9
2023-12-03 15:21:39.145732
Good
Yes
Monthly
Condo
786
42,695
58
Female
6,095
Married
1
Bachelor's
Unemployed
27.261075
Urban
Basic
2
12
514
5
2022-09-18 15:21:39.096739
Average
No
Daily
Condo
515
42,696
41
Female
83,781
Single
1
Master's
Employed
32.594446
Urban
Premium
1
11
684
9
2020-11-21 15:21:39.105504
Poor
Yes
Rarely
Condo
168
42,697
34
Male
40,682
Divorced
4
Master's
Unemployed
41.943294
Suburban
Basic
0
15
null
4
2020-11-07 15:21:39.155231
Good
Yes
Daily
Apartment
762
42,698
53
Male
16,339
Married
2
PhD
Employed
37.74959
Suburban
Comprehensive
2
19
704
3
2024-02-13 15:21:39.164044
Good
No
Weekly
House
712
42,699
49
Male
73,821
Single
3
PhD
Employed
15.935347
Urban
Premium
0
17
489
8
2021-09-20 15:21:39.214388
Good
Yes
Weekly
Apartment
3,622