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
16,600
53
Female
35,000
Single
1
Bachelor's
Employed
21.774115
Rural
Basic
null
14
575
1
2022-01-04 15:21:39.155231
Good
No
Daily
Condo
736
16,601
55
Male
4,606
Married
0
Bachelor's
Unemployed
28.643335
Suburban
Basic
3
5
709
4
2021-05-21 15:21:39.222387
Good
No
Weekly
House
1,168
16,602
34
Female
57,594
Married
2
High School
Unemployed
36.879862
Suburban
Premium
0
0
302
2
2022-11-12 15:21:39.229482
Good
Yes
Rarely
Apartment
1,140
16,603
31
Male
77,156
Divorced
0
Master's
Unemployed
17.879881
Rural
Premium
1
14
713
1
2023-12-03 15:21:39.205850
Poor
No
Weekly
Apartment
116
16,604
38
Male
43,850
Married
0
High School
Unemployed
18.754559
Urban
Premium
null
14
559
8
2023-09-01 15:21:39.134960
Poor
No
Weekly
House
614
16,605
31
Female
17,085
Single
0
Master's
Employed
49.918405
Urban
Premium
1
5
791
9
2023-05-05 15:21:39.211806
Good
Yes
Daily
Apartment
1,547
16,606
39
Female
3,098
Single
3
High School
Employed
7.824096
Suburban
Premium
0
19
441
7
2021-11-24 15:21:39.131192
Good
No
Rarely
Condo
1,036
16,607
50
Male
30,228
Divorced
0
High School
null
32.120866
Urban
Comprehensive
1
0
379
5
2021-07-26 15:21:39.155231
Average
Yes
Monthly
Apartment
2,131
16,608
48
Female
16,891
Single
1
Bachelor's
Self-Employed
47.141618
Rural
Premium
null
16
756
8
2019-12-09 15:21:39.236064
Good
Yes
Rarely
Apartment
25
16,609
21
Female
9,054
Divorced
3
High School
null
38.903754
Suburban
Premium
null
13
757
1
2019-11-26 15:21:39.192212
Poor
No
Daily
Apartment
1,703
16,610
31
Male
1,044
Divorced
1
Master's
Unemployed
15.25605
Rural
Premium
2
15
548
8
2021-08-12 15:21:39.134960
Poor
No
Daily
House
763
16,611
27
Female
18,317
Divorced
2
High School
Employed
11.710031
Rural
Basic
null
18
561
4
2021-07-21 15:21:39.105504
Average
No
Daily
Apartment
284
16,612
31
Male
31,336
Divorced
2
High School
null
8.06481
Urban
Premium
null
10
518
6
2021-10-16 15:21:39.257696
Good
Yes
Daily
Apartment
83
16,613
63
Male
null
Divorced
1
Bachelor's
Employed
50.270059
Suburban
Basic
1
3
461
6
2023-01-05 15:21:39.261856
Good
No
Monthly
House
381
16,614
48
Female
90,845
Married
4
High School
Employed
31.758839
Rural
Basic
null
4
null
2
2020-02-07 15:21:39.256696
Average
No
Weekly
House
391
16,615
43
Male
37,881
Single
2
PhD
Self-Employed
14.164745
Rural
Comprehensive
null
3
407
6
2024-01-14 15:21:39.143708
Good
No
Weekly
Condo
602
16,616
45
Male
118,488
Single
0
High School
null
55.823496
Urban
Comprehensive
null
3
365
5
2024-06-29 15:21:39.144722
Average
Yes
Daily
Condo
856
16,617
52
Male
94,438
Divorced
1
High School
Unemployed
13.290629
Suburban
Comprehensive
2
6
397
2
2023-01-10 15:21:39.175719
Good
Yes
Weekly
Condo
871
16,618
51
Male
20,275
Married
3
Bachelor's
Unemployed
49.627714
Suburban
Premium
0
2
573
1
2020-03-07 15:21:39.194829
Average
Yes
Rarely
House
523
16,619
47
Female
26,014
Single
0
Bachelor's
Employed
13.906115
Rural
Comprehensive
1
14
522
6
2021-07-09 15:21:39.144722
Poor
No
Weekly
Apartment
1,088
16,620
44
Male
11,082
Divorced
1
Master's
Employed
35.491802
Rural
Basic
0
9
501
7
2023-03-04 15:21:39.261856
Poor
Yes
Weekly
Apartment
1,002
16,621
33
Male
38,335
Single
0
High School
Employed
24.510461
Suburban
Premium
null
11
758
5
2022-01-05 15:21:39.281787
Poor
Yes
Weekly
House
1,284
16,622
64
Male
1,510
Divorced
4
High School
Self-Employed
null
Urban
Basic
0
17
731
7
2020-01-15 15:21:39.155231
Poor
No
Weekly
House
667
16,623
37
Male
8,778
Married
3
Master's
null
7.806031
Rural
Basic
null
11
595
3
2022-06-14 15:21:39.289099
Average
No
Weekly
Condo
212
16,624
60
Male
43,860
Single
0
High School
null
42.229771
Rural
Basic
2
17
537
8
2021-07-30 15:21:39.244069
Good
Yes
Daily
Condo
517
16,625
39
Male
13,225
Divorced
4
Bachelor's
Employed
11.742193
Rural
Basic
null
2
577
9
2022-11-09 15:21:39.152732
Poor
No
Daily
Condo
1,674
16,626
43
Male
4,795
Single
3
PhD
Employed
30.396741
Urban
Premium
0
8
507
8
2020-03-31 15:21:39.236064
Good
No
Daily
Condo
890
16,627
34
Male
44,756
Single
4
PhD
Unemployed
18.88237
Suburban
Premium
0
7
null
1
2023-12-09 15:21:39.231531
Poor
Yes
Daily
Apartment
101
16,628
61
Male
13,963
Divorced
1
PhD
Self-Employed
14.603138
Suburban
Premium
2
5
493
5
2024-03-18 15:21:39.252145
Average
No
Weekly
Condo
2,191
16,629
28
Female
3,733
Single
4
High School
Self-Employed
8.924252
Urban
Comprehensive
null
19
482
6
2022-03-29 15:21:39.289099
Average
No
Daily
Apartment
437
16,630
57
Male
43,426
Married
2
Master's
Employed
31.146726
Urban
Basic
0
8
560
4
2021-11-20 15:21:39.213373
Poor
Yes
Rarely
Apartment
1,387
16,631
27
Female
28,862
Married
1
High School
Self-Employed
17.527071
Suburban
Premium
2
10
765
5
2024-08-04 15:21:39.228521
Good
Yes
Daily
Condo
785
16,632
36
Male
4,071
Divorced
1
Master's
null
15.964818
Suburban
Comprehensive
0
16
746
6
2024-03-12 15:21:39.214388
Good
Yes
Weekly
Condo
184
16,633
53
Male
43,130
Divorced
1
Master's
Unemployed
47.671988
Urban
Premium
null
4
588
5
2023-09-24 15:21:39.244069
Average
No
Rarely
House
783
16,634
32
Male
21,575
Married
4
Master's
Employed
23.895546
Rural
Basic
null
10
713
7
2022-02-20 15:21:39.231531
null
No
Weekly
House
467
16,635
38
Male
9,087
Married
2
Master's
Unemployed
14.947133
Rural
Basic
0
9
null
7
2020-03-27 15:21:39.114118
Poor
Yes
Daily
Condo
1,316
16,636
22
Male
4,908
Divorced
2
Master's
null
17.976703
Suburban
Comprehensive
1
12
666
3
2020-02-29 15:21:39.215386
Good
No
Rarely
Apartment
270
16,637
32
Male
49,127
Married
2
High School
Unemployed
34.879851
Rural
Comprehensive
null
7
353
9
2023-12-09 15:21:39.134960
Poor
No
Daily
Condo
2,536
16,638
20
Male
23,735
Single
1
Bachelor's
Employed
38.083143
Rural
Basic
null
16
628
3
2020-09-29 15:21:39.134960
Average
No
Daily
Apartment
408
16,639
40
Male
3,896
Single
0
High School
null
28.010911
Suburban
Comprehensive
2
13
526
6
2020-03-13 15:21:39.233485
Average
Yes
Rarely
House
1,207
16,640
23
Male
64,243
Single
1
PhD
null
45.95847
Urban
Premium
0
2
470
9
2021-11-21 15:21:39.155231
Good
No
Monthly
House
2,415
16,641
46
Male
118,515
Married
2
High School
Self-Employed
32.636202
Rural
Premium
2
5
414
1
2023-01-30 15:21:39.085129
Average
No
Weekly
House
1,519
16,642
24
Male
15,388
Divorced
2
Master's
Unemployed
28.315749
Suburban
Basic
0
9
566
1
2020-10-28 15:21:39.132191
Poor
No
Monthly
Apartment
806
16,643
61
Male
1,330
Divorced
2
Master's
Unemployed
null
Suburban
Premium
null
11
591
5
2022-11-15 15:21:39.237118
Poor
Yes
Rarely
Condo
551
16,644
25
Male
17,132
Single
1
Bachelor's
null
44.69203
Urban
Premium
0
14
478
4
2020-07-11 15:21:39.149731
Average
No
Monthly
House
1,273
16,645
26
Female
627
Single
2
High School
Employed
null
Rural
Premium
0
7
439
6
2021-10-30 15:21:39.213373
Poor
No
Rarely
Condo
708
16,646
49
Male
144,766
Single
2
High School
Self-Employed
50.127067
Urban
Basic
null
15
496
6
2022-06-12 15:21:39.155231
Average
Yes
Weekly
Condo
3,765
16,647
27
Female
37,149
Married
3
Bachelor's
Unemployed
29.372706
Urban
Basic
null
1
null
1
2024-03-21 15:21:39.184157
Poor
No
Weekly
Apartment
2,485
16,648
49
Male
20,518
Married
1
Master's
Employed
23.055147
Urban
Basic
2
9
658
2
2023-03-14 15:21:39.237118
Good
Yes
Monthly
House
829
16,649
33
Female
35,357
Single
2
Bachelor's
Self-Employed
34.869505
Rural
Basic
null
12
739
5
2024-07-16 15:21:39.090124
Poor
Yes
Daily
Apartment
563
16,650
28
Female
96,652
Married
4
Master's
Unemployed
15.624703
Suburban
Comprehensive
1
13
453
6
2020-08-10 15:21:39.134960
Good
No
Weekly
House
531
16,651
29
Male
45,927
Single
3
Master's
null
32.142745
Suburban
Premium
null
10
null
8
2024-04-01 15:21:39.177724
Average
Yes
Daily
Apartment
381
16,652
26
Female
116,021
Divorced
1
Master's
Self-Employed
12.722129
Rural
Comprehensive
2
13
829
5
2021-01-08 15:21:39.211806
Poor
Yes
Daily
Condo
50
16,653
27
Male
2,944
Single
0
High School
null
15.974164
Urban
Premium
1
9
843
1
2021-02-25 15:21:39.282785
Poor
Yes
Rarely
House
4,725
16,654
47
Female
106,473
Divorced
null
Master's
Employed
12.376653
Urban
Comprehensive
0
0
397
3
2019-08-28 15:21:39.252145
Good
Yes
Weekly
Apartment
113
16,655
40
Male
1,475
Married
0
Master's
Employed
12.693567
Rural
Comprehensive
0
13
732
2
2023-09-25 15:21:39.237118
Poor
No
Monthly
Apartment
2,654
16,656
33
Female
35,689
Single
4
PhD
Employed
36.27058
Rural
Basic
0
2
477
2
2023-08-30 15:21:39.281787
Poor
No
Daily
Condo
1,135
16,657
54
Male
35
Divorced
3
PhD
Self-Employed
40.439027
Rural
Comprehensive
null
2
null
1
2020-10-03 15:21:39.218388
Poor
Yes
Rarely
House
955
16,658
45
Female
122,096
Married
4
Bachelor's
Unemployed
31.185112
Rural
Comprehensive
1
12
328
1
2020-05-05 15:21:39.133866
Average
No
Weekly
Apartment
140
16,659
43
Male
134,852
Single
null
Master's
Employed
19.083948
Suburban
Basic
0
15
462
4
2020-07-07 15:21:39.106582
Poor
No
Monthly
Apartment
2,136
16,660
37
Female
45,921
Married
0
Master's
null
26.835552
Urban
Premium
1
12
694
2
2021-10-05 15:21:39.170099
Average
No
Daily
Condo
1,238
16,661
23
Male
16,649
Divorced
0
Master's
Self-Employed
13.004571
Urban
Premium
null
11
578
8
2024-04-01 15:21:39.096739
Poor
No
Rarely
Condo
2,350
16,662
50
Male
940
Divorced
1
Master's
Unemployed
30.637227
Urban
Basic
2
16
391
4
2019-11-26 15:21:39.274993
Poor
No
Monthly
House
2,613
16,663
31
Male
40,840
Divorced
null
PhD
Self-Employed
26.937246
Suburban
Premium
1
17
819
4
2022-04-29 15:21:39.088124
Average
No
Weekly
Condo
1,648
16,664
36
Male
26,881
Married
2
Bachelor's
Self-Employed
26.926997
Urban
Comprehensive
0
16
842
2
2023-04-08 15:21:39.107553
Average
Yes
Daily
House
1,647
16,665
29
Male
40,983
Divorced
0
Master's
null
48.160197
Urban
Basic
1
19
498
8
2022-06-12 15:21:39.104139
Poor
No
Monthly
Apartment
1,034
16,666
20
Female
null
Divorced
2
High School
null
12.813811
Rural
Comprehensive
1
4
635
9
2023-06-23 15:21:39.134960
Poor
No
Weekly
Condo
165
16,667
64
Male
51,955
Married
2
PhD
Self-Employed
17.819126
Suburban
Basic
null
16
573
2
2021-01-15 15:21:39.144722
Average
Yes
Monthly
House
220
16,668
49
Male
1,761
Married
4
High School
Self-Employed
11.012312
Suburban
Premium
2
11
686
9
2022-10-19 15:21:39.282785
Average
Yes
Monthly
Apartment
1,003
16,669
57
Female
17,069
Married
2
PhD
Employed
22.123949
Suburban
Comprehensive
null
7
704
8
2020-09-13 15:21:39.274993
Good
No
Rarely
Condo
781
16,670
46
Female
56,532
Married
3
High School
Employed
20.140864
Suburban
Comprehensive
0
18
null
3
2022-01-09 15:21:39.134960
null
No
Monthly
Apartment
382
16,671
26
Male
17,175
Divorced
1
High School
null
31.996699
Rural
Comprehensive
3
3
541
4
2020-11-03 15:21:39.281787
Average
Yes
Monthly
Apartment
381
16,672
42
Male
11,650
Married
4
Master's
null
39.928296
Rural
Basic
0
6
690
1
2023-11-11 15:21:39.194829
Poor
Yes
Weekly
Condo
1,480
16,673
52
Male
4,725
Divorced
4
Master's
Unemployed
20.734704
Rural
Basic
2
7
751
9
2021-01-25 15:21:39.256696
Average
No
Weekly
House
23
16,674
61
Female
29,702
Single
0
Master's
Self-Employed
34.423736
Suburban
Comprehensive
null
10
687
5
2023-07-08 15:21:39.134960
Good
No
Daily
Condo
1,793
16,675
19
Female
23,998
Divorced
2
PhD
Employed
38.56641
Rural
Basic
3
18
null
4
2024-03-26 15:21:39.155231
Poor
Yes
Daily
House
37
16,676
52
Female
548
Single
1
Master's
null
null
Urban
Basic
2
13
657
7
2020-03-25 15:21:39.086123
Poor
No
Rarely
Condo
1,689
16,677
50
Male
8,078
Divorced
1
Bachelor's
null
5.273482
Suburban
Premium
0
13
493
2
2023-01-28 15:21:39.245086
Average
Yes
Monthly
House
3,079
16,678
22
Male
56,942
Married
3
Bachelor's
Self-Employed
6.379974
Rural
Comprehensive
5
18
407
1
2020-08-14 15:21:39.115178
Good
Yes
Weekly
Apartment
1,094
16,679
39
Male
29,708
Divorced
4
Master's
null
9.453849
Urban
Comprehensive
0
16
709
5
2020-01-13 15:21:39.222387
Poor
Yes
Daily
House
830
16,680
20
Male
27,577
Married
0
Master's
Employed
39.8221
Suburban
Premium
0
5
null
5
2020-10-22 15:21:39.165120
Poor
Yes
Monthly
Condo
352
16,681
53
Female
27,199
Divorced
3
Bachelor's
Employed
19.908432
Urban
Comprehensive
2
15
437
9
2021-04-01 15:21:39.152732
Poor
No
Monthly
House
524
16,682
49
Male
1,227
Divorced
2
High School
Unemployed
25.096979
Urban
Premium
0
13
null
3
2021-04-30 15:21:39.192212
Poor
No
Monthly
House
1,881
16,683
37
Female
72,484
Married
4
High School
null
38.636387
Suburban
Comprehensive
2
3
566
1
2021-02-12 15:21:39.274993
Poor
Yes
Rarely
Apartment
2,549
16,684
19
Female
15,601
Married
2
Bachelor's
Unemployed
19.257564
Rural
Basic
2
19
626
9
2021-10-24 15:21:39.134960
null
Yes
Rarely
Condo
228
16,685
45
Female
23,188
Married
1
High School
Self-Employed
9.356645
Urban
Basic
0
2
724
8
2020-02-08 15:21:39.235012
Poor
No
Weekly
House
1,389
16,686
57
Male
1,919
Divorced
0
High School
Employed
22.792706
Urban
Premium
3
18
391
4
2023-09-05 15:21:39.145732
Good
No
Monthly
House
173
16,687
33
Female
35,759
Divorced
4
PhD
null
11.777619
Rural
Premium
1
11
537
9
2020-01-23 15:21:39.197445
Average
Yes
Weekly
Apartment
1,650
16,688
31
Female
20,489
Single
1
PhD
Employed
36.89287
Rural
Comprehensive
2
16
null
3
2021-09-01 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,355
16,689
63
Male
805
Married
2
High School
Self-Employed
11.882034
Suburban
Comprehensive
2
16
null
5
2022-06-19 15:21:39.289099
null
Yes
Monthly
Condo
874
16,690
24
Male
15,894
Married
1
PhD
null
20.566252
Suburban
Premium
null
3
null
8
2022-03-20 15:21:39.280784
Average
Yes
Monthly
Condo
589
16,691
25
Female
2,476
Single
3
High School
Unemployed
null
Rural
Premium
null
17
469
4
2023-12-14 15:21:39.223901
Poor
Yes
Weekly
Apartment
761
16,692
64
Male
15,450
Married
2
Master's
Self-Employed
24.47697
Urban
Premium
2
9
528
1
2023-10-15 15:21:39.134960
null
No
Monthly
Condo
514
16,693
18
Female
30,020
Single
0
Bachelor's
Unemployed
36.326906
Urban
Basic
4
13
null
8
2024-06-12 15:21:39.271453
Poor
Yes
Rarely
Condo
1,169
16,694
63
Male
82,991
Divorced
3
Bachelor's
null
26.812357
Suburban
Premium
1
6
null
5
2023-07-07 15:21:39.095696
null
Yes
Monthly
Condo
2,769
16,695
48
Female
3,718
Divorced
2
Master's
Unemployed
null
Rural
Comprehensive
2
14
651
7
2024-06-14 15:21:39.126661
Average
No
Monthly
Apartment
482
16,696
34
Male
66,716
Married
0
Bachelor's
null
32.340048
Rural
Premium
1
18
302
5
2019-12-28 15:21:39.095696
Average
Yes
Rarely
Condo
722
16,697
24
Male
3,034
Married
3
Bachelor's
Unemployed
31.939259
Urban
Basic
1
6
424
4
2023-06-29 15:21:39.172097
Good
No
Daily
Apartment
962
16,698
55
Male
127,522
Divorced
3
PhD
Employed
22.253376
Urban
Comprehensive
1
19
389
7
2021-07-10 15:21:39.283783
null
No
Monthly
Condo
973
16,699
43
Female
10,989
Married
0
PhD
Employed
11.844296
Rural
Basic
0
10
746
2
2022-07-20 15:21:39.170099
Average
Yes
Monthly
Apartment
1,391