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
1,188,600
25
Female
44,921
Divorced
3
Master's
null
13.916311
Urban
Comprehensive
0
5
330
6
2021-08-22 15:21:39.155231
Poor
Yes
Weekly
Condo
549
1,188,601
23
Male
35,498
Divorced
3
Bachelor's
null
23.564405
Urban
Comprehensive
2
0
null
2
2020-07-22 15:21:39.134960
Average
No
Weekly
Condo
1,523
1,188,602
30
Female
71,855
Divorced
4
Master's
Self-Employed
15.84934
Rural
Comprehensive
null
10
603
6
2020-08-27 15:21:39.087123
Poor
Yes
Rarely
House
100
1,188,603
23
Female
23,706
Married
0
Master's
Unemployed
38.505539
Urban
Comprehensive
4
18
689
4
2020-05-31 15:21:39.225916
Average
Yes
Weekly
Apartment
507
1,188,604
31
Male
16,560
Single
null
Bachelor's
Self-Employed
10.633125
Rural
Basic
null
4
618
5
2021-05-07 15:21:39.261856
Average
Yes
Rarely
House
838
1,188,605
62
Female
27,622
Married
3
High School
Unemployed
33.680142
Rural
Comprehensive
0
14
373
2
2023-10-30 15:21:39.274993
Poor
Yes
Daily
Condo
453
1,188,606
30
Female
62,695
Divorced
1
High School
null
51.80607
Urban
Premium
null
18
524
4
2021-10-04 15:21:39.197445
Good
Yes
Rarely
Condo
117
1,188,607
55
Female
2,946
Divorced
4
Master's
Self-Employed
30.838455
Urban
Basic
0
2
551
8
2024-03-29 15:21:39.237118
Good
No
Daily
Condo
2,966
1,188,608
47
Male
39,451
Divorced
2
High School
null
25.278877
Urban
Premium
2
0
778
8
2023-09-22 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,197
1,188,609
26
Female
3,853
Married
3
Master's
Employed
30.172599
Suburban
Comprehensive
null
10
842
5
2023-07-19 15:21:39.216387
Good
No
Weekly
Apartment
3,765
1,188,610
47
Male
769
Single
4
PhD
Self-Employed
27.492523
Rural
Basic
0
19
394
9
2023-08-17 15:21:39.134960
Poor
Yes
Rarely
House
809
1,188,611
41
Female
29,745
Divorced
4
High School
Employed
24.67875
Suburban
Premium
null
1
786
4
2022-10-04 15:21:39.207847
Good
No
Weekly
Apartment
3,697
1,188,612
62
Female
56,936
Married
3
Bachelor's
Self-Employed
12.676769
Rural
Premium
0
10
478
3
2023-06-22 15:21:39.281787
null
Yes
Weekly
Apartment
2,394
1,188,613
31
Female
2,579
Married
null
Bachelor's
Employed
28.391454
Suburban
Comprehensive
2
17
620
1
2022-11-28 15:21:39.200452
Good
No
Monthly
Condo
728
1,188,614
null
Female
144,770
Single
null
Bachelor's
Self-Employed
24.530724
Suburban
Premium
1
0
null
4
2024-03-07 15:21:39.276901
Good
No
Weekly
Condo
49
1,188,615
29
Female
57,850
Divorced
0
Master's
null
24.889876
Urban
Comprehensive
null
6
304
7
2022-02-05 15:21:39.086123
Good
No
Rarely
Condo
441
1,188,616
61
Female
56,483
Single
4
Master's
Employed
10.93989
Suburban
Basic
null
0
742
2
2020-11-27 15:21:39.134960
Poor
No
Monthly
Condo
150
1,188,617
null
Male
85,724
Married
3
PhD
Employed
17.918677
Rural
Premium
2
0
358
7
2021-02-03 15:21:39.155231
Poor
No
Weekly
Condo
1,557
1,188,618
54
Female
55,366
Married
0
Master's
Employed
31.856209
Rural
Premium
2
14
null
8
2020-12-25 15:21:39.251142
Poor
Yes
Weekly
House
2,446
1,188,619
62
Male
5,547
Divorced
2
Master's
Self-Employed
26.570137
Rural
Comprehensive
1
6
394
3
2022-09-02 15:21:39.181605
Good
Yes
Weekly
House
39
1,188,620
51
Female
49,084
Married
3
Master's
Self-Employed
39.795854
Suburban
Basic
1
16
326
7
2024-08-09 15:21:39.145732
Average
No
Weekly
Apartment
573
1,188,621
26
Male
43,901
Divorced
2
High School
null
14.958409
Suburban
Premium
0
14
791
2
2022-08-06 15:21:39.134960
Poor
No
Rarely
Condo
543
1,188,622
18
Male
43,928
Single
0
Bachelor's
Employed
27.445955
Rural
Basic
null
7
367
4
2020-04-29 15:21:39.246098
Good
No
Daily
Condo
2,137
1,188,623
22
Male
87,500
Divorced
4
PhD
Self-Employed
31.074377
Rural
Basic
2
10
426
9
2021-04-21 15:21:39.082499
Good
Yes
Weekly
House
1,177
1,188,624
34
Female
39,766
Divorced
3
PhD
Self-Employed
9.132501
Suburban
Premium
1
2
753
4
2020-12-15 15:21:39.192212
Average
Yes
Daily
Condo
2,023
1,188,625
39
Male
38,509
Married
2
PhD
Unemployed
23.231271
Urban
Basic
3
5
582
6
2024-07-24 15:21:39.204790
Poor
Yes
Rarely
Condo
1,257
1,188,626
34
Male
29,226
Single
2
PhD
Employed
21.486813
Urban
Basic
1
13
836
5
2020-02-09 15:21:39.090124
Good
Yes
Weekly
House
1,233
1,188,627
59
Female
3,714
Single
4
PhD
Self-Employed
5.952017
Rural
Premium
null
1
null
8
2020-11-07 15:21:39.253660
Average
No
Rarely
Condo
434
1,188,628
55
Female
9,719
Single
3
PhD
null
13.573267
Urban
Comprehensive
1
19
636
4
2019-12-13 15:21:39.113566
Good
No
Monthly
House
97
1,188,629
55
Male
16,076
Single
2
PhD
Unemployed
null
Rural
Comprehensive
0
3
null
8
2021-03-10 15:21:39.134960
Average
No
Monthly
Apartment
614
1,188,630
40
Female
24,986
Married
4
High School
Employed
5.076052
Urban
Basic
0
10
551
7
2023-02-16 15:21:39.085129
Poor
Yes
Daily
House
3,623
1,188,631
22
Female
3,063
Single
3
Master's
Employed
28.685598
Urban
Basic
null
10
678
1
2024-01-03 15:21:39.134960
Good
No
Rarely
Condo
3,180
1,188,632
29
Female
11,220
Married
4
PhD
Self-Employed
8.946388
Urban
Premium
null
13
719
9
2023-09-07 15:21:39.155231
Good
Yes
Rarely
House
686
1,188,633
64
Male
null
Married
null
Master's
Employed
20.943168
Suburban
Comprehensive
null
9
785
9
2020-06-14 15:21:39.143476
Poor
No
Rarely
Apartment
393
1,188,634
29
Male
1,610
null
0
Bachelor's
null
25.03897
Urban
Basic
0
9
711
5
2024-04-14 15:21:39.129190
Good
Yes
Rarely
Apartment
1,811
1,188,635
58
Male
33,902
Divorced
4
Bachelor's
null
34.457914
Rural
Comprehensive
1
4
541
7
2021-06-13 15:21:39.213373
Average
Yes
Monthly
House
639
1,188,636
29
Female
667
Single
2
PhD
Unemployed
13.974652
Urban
Comprehensive
3
15
844
1
2024-02-29 15:21:39.134960
Poor
Yes
Monthly
Apartment
556
1,188,637
42
Female
39,082
Divorced
3
Bachelor's
Self-Employed
8.596449
Suburban
Comprehensive
null
0
536
3
2023-11-03 15:21:39.172097
null
Yes
Weekly
House
1,083
1,188,638
50
Male
64,378
Divorced
3
PhD
null
12.947829
Urban
Comprehensive
null
16
503
3
2023-06-27 15:21:39.096739
Average
No
Rarely
Condo
287
1,188,639
46
Male
20,571
Divorced
3
Master's
Unemployed
39.282641
Urban
Premium
1
7
607
9
2023-02-25 15:21:39.272456
Poor
No
Monthly
Apartment
815
1,188,640
35
Female
8,058
Divorced
0
Bachelor's
Self-Employed
35.566696
Urban
Comprehensive
0
12
646
9
2023-12-02 15:21:39.237118
Poor
No
Monthly
Condo
809
1,188,641
36
Female
46,988
Divorced
0
High School
Employed
30.81666
Urban
Premium
1
2
498
9
2020-05-09 15:21:39.134960
Average
Yes
Rarely
House
330
1,188,642
48
Female
939
Single
2
PhD
Unemployed
18.816397
Rural
Premium
2
7
469
4
2023-03-23 15:21:39.147735
Average
No
Weekly
Condo
706
1,188,643
60
Female
141,148
Single
4
PhD
Self-Employed
22.322909
Rural
Comprehensive
2
10
607
3
2023-09-27 15:21:39.246098
Good
No
Weekly
Condo
2,553
1,188,644
48
Male
47,101
Single
4
PhD
null
24.559953
Urban
Comprehensive
0
4
401
5
2022-10-06 15:21:39.206847
Poor
No
Daily
House
1,243
1,188,645
52
Male
111,649
Married
null
High School
Unemployed
14.293006
Rural
Comprehensive
1
7
433
8
2021-07-07 15:21:39.105504
Good
No
Weekly
Apartment
657
1,188,646
58
Male
15,523
Divorced
3
PhD
null
28.009026
Suburban
Basic
0
19
null
2
2021-07-05 15:21:39.207847
Average
No
Monthly
House
210
1,188,647
51
Male
2,912
Divorced
0
High School
Unemployed
4.489821
Urban
Basic
2
6
639
5
2020-02-20 15:21:39.134960
Average
Yes
Daily
Condo
1,142
1,188,648
60
Male
16,963
Married
null
Master's
Unemployed
11.422967
Urban
Premium
1
18
719
5
2023-05-19 15:21:39.278402
Average
No
Rarely
Apartment
652
1,188,649
41
Male
24,336
Divorced
3
PhD
Unemployed
22.057433
Rural
Comprehensive
1
13
816
2
2024-03-09 15:21:39.108562
Average
No
Daily
Condo
2,451
1,188,650
18
Female
84,186
Divorced
0
Master's
null
30.786573
Rural
Basic
2
1
725
9
2024-08-08 15:21:39.174719
Poor
No
Weekly
Apartment
343
1,188,651
53
Male
27,891
Married
3
High School
null
47.185418
Rural
Premium
2
9
804
9
2021-10-30 15:21:39.206847
Average
No
Weekly
Condo
45
1,188,652
46
Male
1,087
Married
1
High School
Unemployed
24.834409
Rural
Premium
3
16
380
9
2021-09-09 15:21:39.132191
Poor
No
Weekly
Apartment
3,530
1,188,653
40
Female
30,593
Married
2
Bachelor's
null
18.749111
Rural
Basic
0
5
null
1
2019-08-20 15:21:39.229482
Poor
Yes
Daily
Condo
206
1,188,654
25
Female
26,156
Divorced
3
Master's
null
11.924675
Urban
Comprehensive
null
7
729
2
2023-05-03 15:21:39.168099
null
Yes
Monthly
Apartment
472
1,188,655
40
Male
44,171
Divorced
3
Master's
Unemployed
37.591081
Suburban
Basic
1
4
543
5
2021-09-30 15:21:39.089116
Good
No
Weekly
Apartment
2,707
1,188,656
63
Male
7,840
Divorced
2
Bachelor's
Employed
44.043269
Suburban
Basic
0
9
462
9
2022-09-16 15:21:39.120168
Average
No
Daily
House
533
1,188,657
41
Male
758
Divorced
3
High School
Unemployed
null
Rural
Comprehensive
1
8
null
4
2019-09-21 15:21:39.134960
Average
Yes
Rarely
Apartment
3,359
1,188,658
39
Female
19,376
Divorced
3
Master's
null
19.954706
Suburban
Premium
0
7
713
3
2024-05-01 15:21:39.118178
null
Yes
Rarely
House
157
1,188,659
26
Male
7,991
Single
1
PhD
null
27.82349
Urban
Basic
1
10
489
5
2023-06-15 15:21:39.134960
Poor
No
Monthly
Apartment
538
1,188,660
40
Male
6,841
Divorced
4
PhD
Self-Employed
33.787718
Rural
Premium
0
16
817
7
2022-08-14 15:21:39.152732
Poor
Yes
Weekly
House
582
1,188,661
28
Male
18,472
Divorced
null
Bachelor's
null
24.738261
Urban
Comprehensive
0
19
642
4
2023-03-19 15:21:39.283783
Good
No
Rarely
Apartment
395
1,188,662
50
Female
1,365
Married
null
Bachelor's
null
27.890852
Suburban
Premium
1
1
526
1
2023-02-12 15:21:39.155231
Average
Yes
Rarely
Condo
22
1,188,663
19
Male
35,347
Divorced
4
Master's
null
32.85748
Rural
Basic
1
5
765
4
2020-09-16 15:21:39.226954
Average
Yes
Daily
House
548
1,188,664
20
Female
2,789
Divorced
null
High School
null
24.927507
Rural
Premium
2
3
null
1
2020-09-26 15:21:39.252145
null
No
Rarely
Apartment
24
1,188,665
39
Female
35,329
Divorced
null
Master's
Employed
47.936239
Urban
Basic
3
3
644
5
2023-01-31 15:21:39.134960
Poor
Yes
Weekly
Condo
1,125
1,188,666
53
Male
19,073
Single
2
Bachelor's
Employed
33.819119
Rural
Basic
1
13
368
2
2024-08-03 15:21:39.282785
Poor
Yes
Weekly
House
1,521
1,188,667
28
Female
2,594
Married
3
PhD
Self-Employed
54.906453
Suburban
Premium
null
7
388
7
2021-01-13 15:21:39.224915
Poor
Yes
Monthly
Apartment
778
1,188,668
44
Female
11,612
Divorced
3
Bachelor's
null
20.827407
Rural
Basic
3
3
null
3
2020-10-27 15:21:39.175719
Good
Yes
Monthly
House
822
1,188,669
63
Female
17,528
Single
null
PhD
null
22.054715
Urban
Basic
null
10
743
2
2020-08-24 15:21:39.082499
Good
No
Monthly
House
786
1,188,670
31
Female
15,255
Married
1
PhD
Unemployed
10.540517
Suburban
Comprehensive
null
11
null
5
2022-02-05 15:21:39.093681
Good
Yes
Weekly
Condo
532
1,188,671
37
Female
51,395
Married
null
Master's
Employed
12.926205
Rural
Basic
1
11
839
8
2020-08-22 15:21:39.194829
Average
Yes
Rarely
Apartment
64
1,188,672
19
Female
84,096
Divorced
1
High School
Unemployed
30.890398
Rural
Premium
0
15
370
3
2019-11-05 15:21:39.176717
Good
No
Rarely
Condo
1,321
1,188,673
25
Male
6,077
Single
3
PhD
Employed
32.15864
Rural
Comprehensive
null
19
null
1
2020-02-18 15:21:39.155231
Average
No
Daily
House
1,376
1,188,674
44
Male
3,631
Married
4
Bachelor's
Unemployed
21.908293
Rural
Premium
0
9
null
5
2023-12-08 15:21:39.235012
null
Yes
Monthly
Condo
3,040
1,188,675
60
Female
null
Single
1
Master's
Unemployed
21.664744
Rural
Premium
1
10
433
9
2021-11-12 15:21:39.188220
Good
No
Daily
Condo
433
1,188,676
61
Female
12,962
Married
3
High School
Self-Employed
28.146497
Urban
Basic
null
16
326
6
2019-09-20 15:21:39.170099
Good
No
Rarely
House
1,327
1,188,677
50
Female
94,034
Divorced
4
High School
Unemployed
24.527085
Urban
Premium
2
13
394
6
2020-03-30 15:21:39.226954
Poor
Yes
Weekly
Apartment
582
1,188,678
26
Female
39,921
null
3
High School
Employed
25.016078
Urban
Comprehensive
2
6
646
7
2021-03-14 15:21:39.271453
Poor
No
Daily
Condo
1,677
1,188,679
47
Male
94,597
Divorced
3
Master's
null
38.272401
Suburban
Comprehensive
null
7
484
8
2020-11-26 15:21:39.155231
Good
Yes
Weekly
Apartment
2,430
1,188,680
45
Male
35,279
Married
4
PhD
Employed
22.458971
Urban
Basic
null
2
836
3
2024-07-28 15:21:39.121169
Good
Yes
Weekly
Apartment
3,179
1,188,681
62
Female
7,894
Divorced
1
High School
Self-Employed
41.726986
Urban
Comprehensive
0
16
727
1
2020-01-01 15:21:39.155231
Poor
Yes
Daily
Apartment
1,345
1,188,682
20
Female
17,880
Married
2
PhD
Unemployed
14.959408
Suburban
Basic
1
16
595
9
2024-05-17 15:21:39.285112
Good
No
Rarely
House
446
1,188,683
56
Male
11,695
Married
0
PhD
Unemployed
6.580021
Rural
Premium
1
18
556
4
2022-05-19 15:21:39.179186
Average
Yes
Weekly
Condo
2,125
1,188,684
22
Female
39,451
Single
0
Master's
Employed
23.84514
Suburban
Basic
2
6
531
7
2022-06-30 15:21:39.132191
Good
Yes
Daily
House
1,053
1,188,685
33
Female
52,438
Divorced
4
Master's
Unemployed
null
Suburban
Premium
null
4
804
7
2021-06-28 15:21:39.120168
Average
No
Monthly
Condo
431
1,188,686
44
Female
96,368
Married
2
High School
null
40.49258
Urban
Premium
1
17
null
2
2022-07-01 15:21:39.235012
Average
Yes
Rarely
Apartment
193
1,188,687
41
Male
18,794
Divorced
2
Master's
null
30.079795
Rural
Comprehensive
2
3
641
2
2023-04-22 15:21:39.111551
Poor
No
Monthly
Apartment
2,475
1,188,688
48
Male
2,631
Divorced
3
Bachelor's
Employed
47.64335
Urban
Premium
0
13
506
1
2023-09-20 15:21:39.173834
Good
Yes
Monthly
Condo
729
1,188,689
28
Male
36,752
Single
1
Bachelor's
Self-Employed
20.817357
Suburban
Comprehensive
0
19
638
8
2020-12-20 15:21:39.134960
Average
No
Rarely
Condo
537
1,188,690
21
Female
53,891
Single
null
PhD
Self-Employed
44.437923
Suburban
Comprehensive
1
8
432
1
2021-01-09 15:21:39.219432
Average
Yes
Weekly
Condo
163
1,188,691
45
Male
31,992
Married
3
Bachelor's
null
14.923162
Rural
Premium
0
13
689
6
2023-03-04 15:21:39.170099
Poor
Yes
Rarely
House
961
1,188,692
55
Female
61,551
Divorced
3
Bachelor's
Unemployed
13.596729
Suburban
Basic
null
11
713
8
2019-12-23 15:21:39.154008
Poor
No
Weekly
Apartment
2,758
1,188,693
24
Male
28,691
Divorced
1
High School
Employed
50.958448
Suburban
Premium
0
15
554
4
2023-07-21 15:21:39.126661
Average
No
Weekly
Apartment
1,016
1,188,694
37
Male
105,930
Married
1
PhD
null
16.372235
Rural
Premium
null
2
null
8
2022-07-07 15:21:39.259788
Poor
Yes
Monthly
Apartment
381
1,188,695
34
Female
1,322
Divorced
null
High School
Unemployed
25.755631
Rural
Premium
null
2
609
3
2022-12-12 15:21:39.155231
Good
No
Daily
Apartment
34
1,188,696
50
Female
35
Divorced
2
Master's
Employed
26.657038
Urban
Basic
0
11
511
6
2023-08-05 15:21:39.155231
Average
No
Rarely
House
639
1,188,697
37
Male
966
Single
0
Bachelor's
null
37.982726
Rural
Comprehensive
null
14
757
5
2020-09-15 15:21:39.134960
Poor
No
Monthly
House
2,221
1,188,698
26
Male
21,289
Divorced
2
Bachelor's
null
12.590416
Suburban
Premium
0
9
395
9
2020-04-02 15:21:39.261856
null
No
Monthly
House
1,342
1,188,699
29
Female
91,444
Divorced
3
Bachelor's
Self-Employed
17.862981
Suburban
Basic
1
19
748
3
2019-11-10 15:21:39.236064
Good
No
Monthly
House
3,626