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
36,600
null
Male
23,981
Single
4
Bachelor's
null
11.926875
Rural
Premium
1
0
null
1
2020-01-06 15:21:39.134960
Poor
Yes
Weekly
Condo
813
36,601
61
Male
4,820
Divorced
2
PhD
Unemployed
27.152477
Urban
Basic
1
5
null
2
2022-02-17 15:21:39.289099
Average
Yes
Weekly
House
1,872
36,602
63
Female
18,447
Divorced
3
PhD
Employed
null
Urban
Basic
null
2
767
7
2023-05-01 15:21:39.228521
Poor
Yes
Weekly
Condo
483
36,603
26
Male
44,211
Married
1
PhD
Employed
13.131465
Rural
Comprehensive
1
1
501
1
2022-07-13 15:21:39.254678
Poor
No
Monthly
Apartment
745
36,604
45
Female
22,269
Divorced
3
Bachelor's
Self-Employed
30.692116
Suburban
Basic
1
8
335
2
2020-09-13 15:21:39.231531
Good
No
Rarely
House
1,106
36,605
46
Female
12,097
Single
0
PhD
null
26.082714
Rural
Premium
1
17
null
9
2021-04-05 15:21:39.113566
Good
Yes
Monthly
Condo
846
36,606
24
Female
93,476
Married
null
PhD
Unemployed
17.557325
Rural
Basic
null
3
371
5
2022-06-07 15:21:39.211806
Good
Yes
Monthly
House
708
36,607
61
Female
18,194
Married
2
Master's
Self-Employed
48.913294
Suburban
Basic
0
8
745
8
2023-06-10 15:21:39.237118
Poor
No
Rarely
Condo
871
36,608
21
Male
17,140
Divorced
2
Master's
Employed
33.837346
Urban
Comprehensive
3
3
571
2
2022-06-08 15:21:39.102694
Average
Yes
Daily
Condo
717
36,609
19
Male
3,096
Divorced
1
PhD
null
34.918953
Suburban
Comprehensive
0
17
378
6
2021-08-25 15:21:39.092127
Average
Yes
Monthly
Condo
1,197
36,610
33
Female
13,892
Married
3
Bachelor's
null
null
Urban
Basic
null
11
null
2
2022-07-26 15:21:39.092127
Average
No
Daily
Apartment
1,132
36,611
52
Female
1,598
Single
null
Master's
Unemployed
16.879365
Suburban
Comprehensive
null
2
369
2
2022-01-01 15:21:39.124659
Average
No
Rarely
House
278
36,612
61
Male
29,651
Married
4
PhD
Employed
32.002403
Urban
Comprehensive
3
2
518
7
2021-07-23 15:21:39.134960
Good
Yes
Rarely
House
2,076
36,613
57
Female
11,881
Single
0
PhD
null
33.001808
Rural
Premium
0
11
494
5
2022-02-05 15:21:39.155231
Good
Yes
Monthly
House
524
36,614
25
Male
131,346
Divorced
3
Master's
Unemployed
45.791078
Urban
Comprehensive
0
15
690
4
2023-12-04 15:21:39.263607
Good
Yes
Rarely
Apartment
142
36,615
39
Female
57
Married
4
Master's
Unemployed
37.508921
Urban
Premium
null
13
804
6
2023-12-04 15:21:39.237118
Average
No
Monthly
House
714
36,616
null
Female
17,087
null
2
PhD
Employed
25.16545
Rural
Basic
null
19
524
4
2024-05-05 15:21:39.219432
Good
No
Monthly
Condo
3,813
36,617
58
Male
null
Married
2
Master's
Self-Employed
50.376971
Urban
Comprehensive
1
1
549
1
2023-11-09 15:21:39.190215
Poor
Yes
Monthly
Apartment
36
36,618
55
Male
28,982
Married
4
Master's
Employed
null
Urban
Premium
0
5
809
8
2022-11-12 15:21:39.221386
Good
Yes
Weekly
Condo
844
36,619
51
Female
77,949
Married
4
Bachelor's
Unemployed
37.79587
Suburban
Basic
null
1
681
1
2021-06-20 15:21:39.134960
Poor
No
Rarely
Apartment
48
36,620
54
Female
2,065
Single
3
Master's
Employed
12.073502
Rural
Premium
0
18
709
5
2019-11-12 15:21:39.155231
Average
Yes
Daily
Apartment
1,059
36,621
18
Female
35,411
Single
0
High School
null
41.657516
Urban
Comprehensive
null
4
762
7
2022-06-05 15:21:39.113566
Average
Yes
Rarely
House
526
36,622
49
Female
43,891
Divorced
4
High School
null
17.03661
Suburban
Basic
2
8
507
3
2021-04-08 15:21:39.244069
Average
Yes
Monthly
Condo
28
36,623
59
Female
27,859
Divorced
4
Master's
Employed
16.973148
Suburban
Comprehensive
1
1
null
9
2022-11-15 15:21:39.207847
Good
Yes
Daily
Condo
724
36,624
22
Male
107,982
Single
2
Bachelor's
Self-Employed
36.153549
Urban
Basic
null
2
412
4
2023-10-26 15:21:39.233998
Good
Yes
Rarely
Condo
1,329
36,625
29
Female
85,792
Married
2
PhD
null
26.156062
Urban
Basic
3
19
655
8
2024-04-20 15:21:39.186212
null
Yes
Monthly
House
25
36,626
59
Male
14,092
Divorced
0
Bachelor's
Employed
9.956027
Suburban
Premium
0
5
844
9
2023-07-05 15:21:39.094752
null
No
Daily
Condo
803
36,627
63
Male
10,892
Single
2
PhD
Unemployed
20.615549
Suburban
Basic
0
13
475
6
2023-03-07 15:21:39.100695
Average
No
Daily
House
1,043
36,628
44
Male
25,987
Divorced
0
PhD
null
31.853609
Urban
Basic
null
16
539
3
2022-10-14 15:21:39.259788
Good
Yes
Weekly
Condo
2,686
36,629
53
Female
16,319
Single
3
Master's
Unemployed
25.819657
Rural
Comprehensive
1
3
791
9
2020-11-01 15:21:39.252145
Average
No
Monthly
Condo
1,858
36,630
32
Female
2,623
Single
1
PhD
Employed
22.388965
Urban
Comprehensive
3
17
748
1
2022-11-20 15:21:39.188220
Average
Yes
Monthly
Apartment
447
36,631
43
Male
3,859
Married
3
PhD
Employed
30.247845
Suburban
Premium
2
1
725
9
2022-08-15 15:21:39.113566
Average
No
Rarely
Apartment
48
36,632
26
Female
32,043
Divorced
null
Bachelor's
Employed
14.285899
Urban
Premium
0
9
657
2
2022-10-13 15:21:39.155231
Average
Yes
Weekly
Apartment
1,413
36,633
19
Female
39,855
Married
1
Master's
Unemployed
32.719385
Rural
Comprehensive
2
1
534
5
2024-07-05 15:21:39.172097
Poor
No
Monthly
Apartment
647
36,634
61
Male
3,852
Divorced
2
High School
Employed
39.708089
Suburban
Comprehensive
0
17
833
4
2022-08-11 15:21:39.082499
null
No
Daily
Condo
1,371
36,635
39
Male
111,577
Married
3
Bachelor's
Unemployed
27.291565
Rural
Comprehensive
2
5
401
8
2022-10-29 15:21:39.278402
Good
No
Weekly
House
783
36,636
38
Male
25,854
Single
0
Bachelor's
Unemployed
12.719815
Rural
Premium
0
13
605
8
2020-04-30 15:21:39.245086
Good
Yes
Rarely
House
998
36,637
59
Male
40,201
Divorced
3
Bachelor's
null
35.082178
Rural
Comprehensive
1
9
830
9
2019-11-29 15:21:39.283783
Good
Yes
Daily
House
115
36,638
21
Male
6,935
Single
3
Master's
Unemployed
3.802737
Urban
Basic
0
18
464
2
2020-05-09 15:21:39.274993
Good
Yes
Daily
Apartment
1,249
36,639
21
Male
76,449
Divorced
3
PhD
null
52.527594
Urban
Basic
0
6
711
9
2020-06-12 15:21:39.247098
Good
No
Monthly
Apartment
555
36,640
48
Male
13,315
Married
1
High School
Unemployed
17.979293
Rural
Comprehensive
0
9
635
1
2022-09-29 15:21:39.155231
Poor
No
Monthly
Condo
3,353
36,641
19
Male
1,330
Single
0
Bachelor's
Unemployed
22.6017
Suburban
Basic
2
3
827
3
2021-06-10 15:21:39.253660
Average
No
Rarely
Apartment
724
36,642
25
Female
936
Married
4
PhD
Employed
27.927708
Rural
Basic
null
10
434
3
2021-01-10 15:21:39.143708
Average
Yes
Monthly
House
1,255
36,643
18
Male
18,342
Divorced
0
Bachelor's
null
16.965286
Rural
Basic
0
11
742
7
2023-03-08 15:21:39.271453
Poor
Yes
Rarely
Condo
4,261
36,644
47
Female
23,755
Single
0
PhD
null
11.485089
Suburban
Premium
null
6
558
6
2022-04-13 15:21:39.202448
Average
No
Monthly
Apartment
531
36,645
51
Female
10,416
Married
0
PhD
Self-Employed
31.381883
Rural
Basic
null
15
479
7
2023-07-04 15:21:39.092127
Good
Yes
Weekly
Condo
412
36,646
38
Female
4,870
Married
0
PhD
Self-Employed
10.818822
Rural
Comprehensive
0
16
773
8
2022-02-18 15:21:39.228521
Average
Yes
Monthly
Apartment
431
36,647
28
Female
56,779
Single
2
PhD
null
3.570925
Urban
Premium
0
17
407
1
2022-12-20 15:21:39.252145
Average
Yes
Daily
Apartment
126
36,648
24
Male
131,783
Married
4
High School
null
9.387689
Rural
Premium
0
0
452
1
2022-09-13 15:21:39.202448
Good
Yes
Daily
Condo
1,632
36,649
54
Female
120,630
Married
4
PhD
null
52.695519
Urban
Basic
null
14
647
1
2021-07-27 15:21:39.237118
Good
Yes
Rarely
Apartment
2,070
36,650
29
Male
24,336
Divorced
null
Bachelor's
Unemployed
4.067429
Suburban
Comprehensive
0
13
627
5
2020-07-13 15:21:39.134960
Good
Yes
Daily
Apartment
699
36,651
53
Female
null
Divorced
0
Master's
Unemployed
30.81843
Suburban
Basic
0
12
null
3
2022-06-22 15:21:39.213373
Average
Yes
Weekly
House
397
36,652
39
Male
16,461
Divorced
0
Bachelor's
Self-Employed
24.817058
Urban
Comprehensive
0
13
599
1
2023-07-21 15:21:39.188220
Good
No
Daily
Condo
1,224
36,653
56
Female
19,972
Divorced
2
Master's
Employed
14.521015
Suburban
Comprehensive
null
0
734
6
2021-11-01 15:21:39.261856
Average
No
Daily
House
774
36,654
52
Male
2,286
Divorced
1
PhD
Unemployed
5.477085
Rural
Basic
3
2
null
9
2022-11-07 15:21:39.215386
Average
Yes
Weekly
House
1,028
36,655
32
Male
565
Single
1
PhD
Employed
15.959011
Urban
Basic
1
4
791
3
2019-08-19 15:21:39.098696
Average
No
Daily
Apartment
1,224
36,656
56
Male
70,719
Divorced
0
Master's
Employed
null
Urban
Comprehensive
1
11
705
3
2019-09-10 15:21:39.155231
Average
Yes
Monthly
House
101
36,657
44
Female
10,428
Married
0
Master's
null
8.908688
Suburban
Comprehensive
1
6
647
6
2022-02-10 15:21:39.155231
Poor
Yes
Monthly
House
616
36,658
18
Male
18,071
Single
0
Bachelor's
Unemployed
31.704448
Urban
Comprehensive
0
12
464
2
2023-02-19 15:21:39.134960
Good
Yes
Rarely
Apartment
816
36,659
35
Female
69,992
Divorced
1
Bachelor's
Self-Employed
19.583695
Suburban
Premium
2
10
445
6
2020-07-02 15:21:39.191219
Poor
No
Daily
Condo
445
36,660
20
Male
44,204
Divorced
4
Bachelor's
Unemployed
41.58991
Rural
Comprehensive
1
3
null
2
2022-03-30 15:21:39.130190
Average
Yes
Weekly
House
605
36,661
42
Female
25,168
Divorced
0
High School
null
7.664706
Urban
Comprehensive
1
4
743
9
2023-11-22 15:21:39.134960
Average
Yes
Monthly
Apartment
1,375
36,662
34
Male
null
Married
1
High School
null
10.816552
Suburban
Comprehensive
2
10
null
9
2021-11-03 15:21:39.237118
Good
No
Daily
Apartment
163
36,663
64
Female
132,967
Single
1
Master's
Self-Employed
24.829339
Rural
Comprehensive
4
10
null
1
2021-04-06 15:21:39.117183
Poor
No
Weekly
House
1,876
36,664
51
Male
45,904
Single
3
Bachelor's
Self-Employed
19.844625
Rural
Basic
1
17
704
4
2021-04-09 15:21:39.175719
Poor
No
Monthly
House
1,724
36,665
32
Male
39,769
Married
0
High School
Employed
24.42466
Suburban
Basic
1
16
588
7
2023-03-18 15:21:39.235012
Good
Yes
Monthly
Condo
1,801
36,666
29
Male
56,943
Divorced
3
High School
Unemployed
37.451115
Rural
Comprehensive
null
8
721
7
2020-06-30 15:21:39.279729
null
No
Rarely
House
3,045
36,667
45
Female
14,182
Single
3
Bachelor's
Unemployed
43.574785
Suburban
Basic
3
14
601
4
2020-03-29 15:21:39.276388
Good
Yes
Rarely
House
2,161
36,668
21
Female
2,086
Married
3
High School
null
27.402994
Suburban
Premium
2
7
716
5
2020-03-04 15:21:39.192212
Average
Yes
Daily
Condo
1,444
36,669
54
Male
2,906
Single
0
High School
Self-Employed
null
Urban
Premium
null
19
559
9
2024-04-18 15:21:39.233485
Good
Yes
Rarely
Condo
438
36,670
60
Female
101,814
Married
null
High School
Unemployed
20.898141
Suburban
Basic
1
4
447
5
2020-08-25 15:21:39.155231
Poor
No
Monthly
House
619
36,671
33
Male
29,460
Divorced
2
Bachelor's
null
31.865307
Rural
Premium
1
7
null
4
2019-08-30 15:21:39.225916
Good
No
Rarely
House
1,349
36,672
54
Female
35,200
Single
4
Master's
Unemployed
37.837601
Rural
Premium
2
14
609
3
2023-12-14 15:21:39.155231
Average
Yes
Weekly
House
1,170
36,673
54
Male
23,390
Single
2
PhD
null
18.528919
Rural
Premium
1
16
686
1
2022-10-12 15:21:39.223901
Average
No
Rarely
Condo
2,194
36,674
53
Female
27,401
Divorced
4
Bachelor's
null
6.641043
Suburban
Comprehensive
null
3
null
4
2020-02-26 15:21:39.237118
Good
No
Monthly
Apartment
441
36,675
49
Male
132,626
Divorced
1
Bachelor's
Unemployed
14.791414
Suburban
Premium
0
5
319
8
2023-06-02 15:21:39.198406
Good
No
Monthly
Condo
581
36,676
43
Female
3,837
Single
0
High School
null
null
Suburban
Comprehensive
0
8
420
3
2020-10-27 15:21:39.134960
Average
Yes
Weekly
Apartment
20
36,677
28
Female
20,892
Married
4
High School
null
46.2437
Suburban
Comprehensive
null
16
null
5
2024-07-20 15:21:39.237118
Poor
No
Monthly
Apartment
1,107
36,678
20
Male
2,349
Divorced
4
PhD
null
19.927241
Urban
Comprehensive
2
15
562
4
2020-05-12 15:21:39.134960
Average
No
Monthly
House
105
36,679
57
Female
20,495
Single
1
Bachelor's
null
43.493944
Suburban
Comprehensive
0
18
844
1
2023-05-06 15:21:39.171102
null
No
Weekly
Apartment
1,025
36,680
49
Male
83,796
Divorced
0
PhD
Employed
27.61917
Suburban
Basic
1
17
697
4
2023-12-13 15:21:39.102694
Average
No
Monthly
House
393
36,681
44
Female
17,891
Divorced
0
Master's
Self-Employed
11.856554
Suburban
Basic
1
14
486
9
2021-07-30 15:21:39.102694
Average
Yes
Weekly
Apartment
615
36,682
42
Female
382
Married
0
PhD
Unemployed
37.171631
Suburban
Premium
null
1
529
9
2024-02-04 15:21:39.133866
Poor
Yes
Rarely
Apartment
1,102
36,683
42
Female
63,723
Single
1
Bachelor's
null
17.276639
Urban
Comprehensive
null
3
713
6
2019-12-13 15:21:39.085129
Average
No
Weekly
Apartment
2,064
36,684
36
Female
49,230
Married
0
Master's
Employed
41.934271
Urban
Premium
2
0
380
4
2024-06-24 15:21:39.197445
Poor
No
Weekly
House
1,504
36,685
26
Male
16,522
Divorced
4
Bachelor's
Self-Employed
18.583385
Urban
Premium
1
6
445
3
2022-06-17 15:21:39.201446
null
No
Monthly
Condo
165
36,686
20
Female
22,447
Married
1
High School
null
20.073265
Urban
Basic
null
17
781
2
2023-05-17 15:21:39.270454
Good
No
Monthly
Condo
782
36,687
28
Female
18,054
Married
0
PhD
null
11.162813
Suburban
Premium
null
18
null
4
2024-05-26 15:21:39.130190
Average
Yes
Rarely
Condo
3,135
36,688
22
Female
18,313
Married
2
Bachelor's
Unemployed
10.446908
Rural
Comprehensive
null
10
341
5
2020-06-07 15:21:39.094752
Average
No
Rarely
House
689
36,689
39
Female
25,602
Divorced
0
Bachelor's
Self-Employed
35.055799
Rural
Premium
null
16
822
5
2020-01-19 15:21:39.167099
Poor
No
Weekly
Apartment
1,179
36,690
24
Female
23,173
Married
1
Master's
null
34.354968
Rural
Premium
1
10
490
9
2020-09-27 15:21:39.081504
null
No
Daily
Apartment
673
36,691
47
Male
6,072
Married
2
Bachelor's
Unemployed
13.374489
Suburban
Premium
null
6
584
6
2024-02-26 15:21:39.149731
Poor
No
Monthly
Condo
1,136
36,692
40
Female
51,715
Married
null
Bachelor's
null
40.847868
Urban
Premium
2
11
null
3
2021-10-06 15:21:39.091080
Good
No
Weekly
Condo
26
36,693
54
Female
84,984
Married
2
Bachelor's
Unemployed
27.418324
Urban
Basic
1
13
677
3
2022-03-19 15:21:39.237118
Average
No
Rarely
Apartment
123
36,694
45
Female
30,889
Married
3
High School
null
23.70157
Rural
Comprehensive
0
12
624
7
2024-02-17 15:21:39.134960
Good
No
Daily
Condo
1,209
36,695
24
Female
18,003
Divorced
4
Bachelor's
Employed
31.146831
Rural
Basic
0
11
429
7
2023-03-14 15:21:39.211806
Poor
No
Weekly
Apartment
3,300
36,696
24
Male
30,995
Married
1
PhD
Unemployed
28.095411
Rural
Comprehensive
1
19
762
5
2021-06-17 15:21:39.134960
Poor
Yes
Weekly
House
1,864
36,697
34
Male
38,759
Single
1
Master's
Employed
5.092563
Suburban
Comprehensive
null
18
790
9
2022-10-03 15:21:39.233485
Poor
Yes
Weekly
Condo
2,916
36,698
41
Male
70,931
Single
4
Master's
Self-Employed
25.839592
Urban
Basic
1
17
626
8
2021-12-14 15:21:39.226954
Average
No
Rarely
House
393
36,699
50
Female
5,937
Single
2
Bachelor's
Employed
9.682311
Suburban
Premium
0
4
554
8
2020-06-01 15:21:39.226954
Good
No
Weekly
Apartment
827