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
21,600
53
Female
27,674
Single
2
PhD
Unemployed
5.579994
Suburban
Basic
0
2
319
5
2024-08-02 15:21:39.237118
Good
Yes
Rarely
Condo
1,396
21,601
26
Male
17,053
Divorced
null
Bachelor's
null
20.716263
Urban
Premium
null
5
621
7
2019-12-18 15:21:39.192212
Poor
Yes
Rarely
House
809
21,602
43
Male
115
Married
2
Master's
Self-Employed
23.784855
Rural
Premium
null
9
584
3
2020-05-31 15:21:39.103737
Average
Yes
Rarely
Apartment
483
21,603
57
Female
13,270
Married
4
Master's
Employed
35.527764
Rural
Comprehensive
0
4
760
3
2022-05-23 15:21:39.134960
null
No
Weekly
Apartment
755
21,604
58
Female
57,790
Married
2
Bachelor's
Employed
null
Suburban
Basic
1
11
832
4
2021-06-01 15:21:39.219432
Poor
No
Rarely
Apartment
2,172
21,605
59
Female
28,503
Single
2
PhD
null
37.759022
Rural
Comprehensive
2
12
696
7
2021-02-27 15:21:39.134960
Poor
Yes
Rarely
Apartment
2,314
21,606
41
Female
8,078
Married
4
Master's
Self-Employed
9.313846
Rural
Comprehensive
null
11
513
3
2020-09-22 15:21:39.091080
Average
No
Monthly
Condo
553
21,607
62
Male
92,555
Divorced
3
Bachelor's
Employed
27.356858
Urban
Premium
1
17
642
2
2023-04-01 15:21:39.107553
Good
No
Daily
Condo
49
21,608
19
Female
3,770
Married
2
Bachelor's
null
27.437865
Suburban
Premium
1
18
728
6
2020-07-16 15:21:39.096739
Poor
Yes
Rarely
House
2,238
21,609
52
Female
471
Married
0
PhD
Self-Employed
null
Suburban
Basic
null
11
796
2
2024-02-17 15:21:39.247098
Average
No
Monthly
Apartment
24
21,610
26
Female
115,098
Married
4
High School
null
12.983267
Urban
Basic
0
10
391
3
2021-04-16 15:21:39.209847
Average
No
Rarely
Condo
1,102
21,611
22
Female
143,584
Married
null
Bachelor's
Unemployed
40.338326
Suburban
Premium
1
1
null
4
2024-07-08 15:21:39.155231
Average
No
Monthly
Condo
3,903
21,612
22
Male
19,843
Divorced
4
Bachelor's
Self-Employed
18.917172
Suburban
Basic
1
13
null
8
2022-02-16 15:21:39.248098
Poor
No
Rarely
House
248
21,613
31
Male
12,984
Married
2
Master's
Self-Employed
52.72645
Suburban
Comprehensive
null
15
639
9
2019-11-24 15:21:39.134960
Poor
Yes
Monthly
House
1,525
21,614
42
Female
46,792
Single
0
Master's
null
null
Rural
Basic
1
9
706
2
2020-02-22 15:21:39.134960
null
Yes
Weekly
Condo
618
21,615
24
Female
18,087
Single
3
PhD
null
30.946328
Suburban
Comprehensive
1
0
835
3
2023-05-17 15:21:39.180553
null
Yes
Daily
Condo
985
21,616
62
Female
29,936
Married
0
PhD
Employed
21.658934
Rural
Basic
null
13
321
9
2022-01-04 15:21:39.126661
Poor
Yes
Weekly
Condo
798
21,617
33
Female
93,687
Married
3
High School
null
27.173512
Suburban
Basic
0
1
637
6
2024-04-26 15:21:39.186212
Poor
No
Monthly
House
393
21,618
59
Male
95,936
Married
2
High School
Self-Employed
12.89846
Urban
Basic
1
5
330
7
2020-09-01 15:21:39.280784
Good
Yes
Monthly
Condo
597
21,619
28
Female
30,368
Single
3
Bachelor's
Unemployed
43.868172
Suburban
Premium
1
16
654
3
2023-10-12 15:21:39.132191
Poor
No
Rarely
Apartment
921
21,620
40
Female
71,572
Single
4
High School
null
14.914281
Urban
Premium
null
18
361
8
2022-02-18 15:21:39.225916
Average
No
Monthly
Apartment
2,323
21,621
48
Male
24,997
Divorced
2
PhD
Self-Employed
13.995092
Rural
Premium
1
6
581
2
2023-08-21 15:21:39.230483
Good
No
Monthly
Condo
1,196
21,622
43
Male
34,239
Divorced
1
Bachelor's
Unemployed
16.331759
Suburban
Basic
1
8
597
1
2019-09-22 15:21:39.226954
Average
No
Rarely
Condo
813
21,623
22
Male
6,482
null
1
PhD
Employed
36.568941
Urban
Premium
0
3
429
1
2023-02-03 15:21:39.134960
Good
No
Weekly
House
789
21,624
46
Female
98,866
Single
2
High School
Employed
29.766879
Rural
Premium
null
10
357
9
2024-07-28 15:21:39.193945
Average
No
Weekly
Condo
1,489
21,625
22
Male
13,982
Married
2
PhD
Unemployed
28.882648
Urban
Premium
2
6
685
6
2022-09-01 15:21:39.237118
Good
Yes
Monthly
Apartment
815
21,626
25
Male
46,891
Divorced
3
High School
null
3.936115
Rural
Comprehensive
1
12
361
7
2023-12-07 15:21:39.237118
Good
No
Monthly
House
535
21,627
25
Male
465
Single
null
PhD
null
19.393941
Urban
Comprehensive
null
6
717
2
2020-02-27 15:21:39.171102
Good
Yes
Daily
Condo
173
21,628
54
Female
10,891
Divorced
4
PhD
null
7.965689
Rural
Comprehensive
null
2
437
9
2022-09-05 15:21:39.155231
Poor
No
Monthly
Apartment
685
21,629
35
Male
23,887
Married
4
Master's
Unemployed
35.261813
Suburban
Basic
1
9
691
2
2019-10-27 15:21:39.259788
Poor
Yes
Weekly
House
1,014
21,630
29
Female
15,983
Married
3
Master's
null
28.040056
Rural
Basic
null
14
716
2
2021-06-17 15:21:39.246098
Average
Yes
Daily
Apartment
614
21,631
60
Male
82,896
Single
1
Master's
null
16.35584
Suburban
Premium
1
13
779
9
2023-03-13 15:21:39.155231
Poor
No
Rarely
House
110
21,632
52
Male
28,863
Single
4
High School
Employed
17.641141
Rural
Comprehensive
1
0
587
8
2022-08-20 15:21:39.123711
Good
No
Daily
Condo
2,145
21,633
48
Male
26,892
Married
0
High School
Employed
12.527797
Rural
Basic
0
12
514
3
2024-04-16 15:21:39.179186
Poor
No
Weekly
House
29
21,634
35
Male
1,859
Married
3
Master's
Self-Employed
35.53492
Rural
Comprehensive
null
18
758
4
2023-02-08 15:21:39.090124
Good
No
Rarely
House
316
21,635
26
Male
29,163
Single
3
Master's
Employed
17.840617
Urban
Comprehensive
0
1
767
6
2023-12-15 15:21:39.209847
Poor
No
Weekly
Apartment
1,131
21,636
52
Male
5,743
Single
3
Bachelor's
Self-Employed
24.922799
Rural
Comprehensive
2
14
526
2
2023-02-10 15:21:39.176717
Average
No
Rarely
House
111
21,637
44
Male
133,916
Married
null
Bachelor's
Employed
36.330634
Urban
Basic
0
5
323
8
2021-01-14 15:21:39.237118
Average
Yes
Weekly
Apartment
2,668
21,638
20
Female
2,480
Single
null
Bachelor's
Unemployed
9.918383
Urban
Comprehensive
null
6
482
5
2021-02-28 15:21:39.155231
Average
Yes
Daily
House
860
21,639
37
Male
6,801
Single
3
Bachelor's
null
33.847963
Rural
Basic
0
18
792
3
2020-01-30 15:21:39.247098
Good
No
Daily
Apartment
1,313
21,640
33
Female
1,465
Single
1
PhD
Self-Employed
37.567403
Rural
Premium
1
8
614
4
2019-09-10 15:21:39.175719
Good
Yes
Rarely
Condo
717
21,641
40
Male
11,238
Single
4
Master's
Employed
null
Suburban
Premium
0
5
null
8
2023-06-13 15:21:39.126661
Good
Yes
Monthly
Condo
736
21,642
30
Female
20,963
Single
3
PhD
Self-Employed
27.29507
Suburban
Basic
1
5
null
3
2021-05-08 15:21:39.155231
Good
No
Rarely
House
1,182
21,643
48
Female
140,949
Single
0
Master's
null
null
Suburban
Basic
0
19
null
6
2023-03-03 15:21:39.170099
Good
No
Rarely
Apartment
2,046
21,644
19
Male
25,159
Married
3
Bachelor's
Employed
10.937892
Urban
Comprehensive
1
15
307
2
2020-01-16 15:21:39.084065
Poor
No
Rarely
Apartment
654
21,645
31
Male
43,438
Divorced
null
Bachelor's
Self-Employed
19.263337
Suburban
Basic
null
8
476
5
2023-07-05 15:21:39.280784
Poor
Yes
Weekly
Apartment
2,617
21,646
26
Female
93,003
Divorced
null
High School
Self-Employed
20.447713
Rural
Basic
null
6
333
3
2022-11-17 15:21:39.253660
null
No
Daily
Condo
1,740
21,647
36
Female
1,686
Single
null
High School
Employed
28.654216
Suburban
Premium
4
14
515
3
2021-12-06 15:21:39.233998
Good
Yes
Weekly
Condo
934
21,648
59
Male
44,928
null
1
PhD
Employed
32.120858
Suburban
Premium
null
18
742
4
2024-02-23 15:21:39.228521
Poor
No
Daily
Condo
1,169
21,649
60
Male
14,072
Single
2
Master's
null
6.543102
Urban
Comprehensive
1
19
825
7
2023-11-02 15:21:39.237118
Poor
No
Rarely
Apartment
910
21,650
23
Male
119,451
Married
0
High School
Unemployed
39.796834
Suburban
Premium
null
10
319
2
2022-10-30 15:21:39.223390
Good
Yes
Weekly
Condo
2,747
21,651
47
Male
2,770
Divorced
1
Bachelor's
Employed
14.394102
Urban
Comprehensive
null
2
564
9
2020-08-20 15:21:39.252145
Good
Yes
Monthly
Apartment
2,232
21,652
30
Female
111,358
Single
0
High School
Employed
16.064324
Urban
Basic
0
17
382
5
2023-06-30 15:21:39.207847
Average
No
Daily
Condo
695
21,653
58
Male
null
Single
2
High School
Employed
39.937684
Suburban
Basic
2
3
409
6
2023-12-11 15:21:39.248098
Poor
No
Daily
House
479
21,654
22
Male
20,231
Married
2
Bachelor's
Employed
11.699868
Suburban
Basic
0
5
575
2
2022-11-20 15:21:39.155231
Average
Yes
Monthly
House
514
21,655
39
Male
81,659
Single
0
PhD
Employed
6.273327
Rural
Premium
2
4
459
6
2023-06-03 15:21:39.274993
Good
Yes
Daily
House
1,707
21,656
23
Female
7,053
Single
0
Bachelor's
null
28.295966
Urban
Premium
2
15
772
9
2020-10-28 15:21:39.167099
Poor
No
Weekly
Condo
456
21,657
42
Female
34,298
Divorced
4
PhD
Unemployed
25.08326
Urban
Premium
0
11
573
8
2024-04-30 15:21:39.204790
Average
No
Rarely
House
688
21,658
21
Male
9,958
Single
2
Master's
null
11.593638
Rural
Basic
null
18
761
1
2021-07-16 15:21:39.098696
Good
Yes
Weekly
Condo
1,848
21,659
58
Male
107,119
Single
4
PhD
Employed
42.223622
Urban
Basic
1
14
475
2
2023-04-10 15:21:39.220389
Good
Yes
Monthly
House
2,070
21,660
43
Female
37,605
Single
0
PhD
null
25.018021
Rural
Basic
2
15
668
3
2021-02-04 15:21:39.172097
Average
No
Weekly
Apartment
1,673
21,661
48
Male
9,073
Single
null
Master's
Employed
14.61938
Rural
Basic
null
19
508
6
2022-02-23 15:21:39.134960
Poor
No
Monthly
House
1,188
21,662
42
Male
20,230
Single
2
Bachelor's
Unemployed
31.829485
Rural
Premium
0
11
637
2
2024-05-30 15:21:39.258696
Good
No
Weekly
House
862
21,663
22
Female
102,625
Divorced
null
PhD
null
44.282719
Rural
Basic
null
5
454
2
2023-04-16 15:21:39.128286
Poor
Yes
Monthly
House
1,737
21,664
23
Male
22,387
Single
4
High School
Employed
16.157009
Rural
Basic
0
16
null
8
2022-04-12 15:21:39.222387
Good
No
Rarely
Apartment
985
21,665
27
Male
1,299
Single
3
High School
Self-Employed
49.495933
Suburban
Comprehensive
2
12
554
8
2022-01-28 15:21:39.237118
Poor
No
Weekly
Apartment
2,037
21,666
18
Male
39,923
Divorced
null
PhD
Self-Employed
6.997076
Suburban
Comprehensive
0
13
766
4
2022-01-22 15:21:39.155231
Poor
No
Daily
House
68
21,667
40
Female
104,150
Divorced
4
Bachelor's
null
38.557415
Urban
Basic
1
0
411
1
2022-11-27 15:21:39.237118
Average
Yes
Rarely
House
466
21,668
48
Female
75,468
Single
4
Bachelor's
Employed
19.964705
Rural
Premium
null
3
329
4
2021-01-16 15:21:39.186212
Good
No
Daily
Apartment
1,310
21,669
46
Male
20,229
Single
4
Master's
null
21.180562
Urban
Comprehensive
1
14
512
4
2022-12-08 15:21:39.204790
Poor
Yes
Weekly
Apartment
1,069
21,670
58
Female
40,540
Divorced
3
Master's
Unemployed
6.792647
Urban
Premium
2
15
576
4
2021-10-22 15:21:39.149731
Average
Yes
Daily
Apartment
1,650
21,671
39
Female
45,137
Single
0
PhD
Self-Employed
20.622638
Suburban
Basic
null
16
null
9
2023-02-08 15:21:39.217387
Average
Yes
Daily
House
2,359
21,672
64
Female
47,954
Divorced
3
High School
Self-Employed
27.482564
Rural
Comprehensive
1
0
756
9
2020-04-15 15:21:39.085129
null
Yes
Weekly
Apartment
4,541
21,673
33
Female
43,841
Divorced
3
Bachelor's
Employed
27.764162
Suburban
Basic
null
4
454
7
2024-05-23 15:21:39.155231
Average
Yes
Rarely
House
1,523
21,674
59
Male
16,489
Divorced
4
High School
Self-Employed
32.914163
Urban
Premium
null
18
673
5
2023-09-16 15:21:39.221386
Good
Yes
Weekly
Condo
2,472
21,675
28
Female
29,181
Single
3
Bachelor's
null
19.525935
Urban
Premium
null
17
598
8
2022-05-08 15:21:39.093681
Average
No
Daily
Condo
1,669
21,676
32
Female
57,435
Married
3
PhD
Self-Employed
41.51988
Rural
Premium
null
3
656
5
2022-07-20 15:21:39.200452
Good
Yes
Monthly
Condo
3,839
21,677
36
Male
17,848
Divorced
3
Bachelor's
Unemployed
23.63074
Urban
Comprehensive
2
12
445
9
2023-06-09 15:21:39.237118
Average
No
Monthly
Apartment
1,195
21,678
35
Male
131,211
Married
4
Bachelor's
Unemployed
null
Rural
Premium
1
15
443
8
2020-11-23 15:21:39.253660
Good
No
Monthly
House
1,086
21,679
55
Male
16,892
Single
0
High School
Self-Employed
24.053906
Suburban
Comprehensive
null
17
798
8
2020-12-02 15:21:39.196387
Poor
Yes
Weekly
Apartment
814
21,680
18
Female
44,284
Married
0
High School
Self-Employed
32.252779
Suburban
Premium
null
19
507
3
2024-06-05 15:21:39.154008
Good
No
Weekly
Condo
1,767
21,681
23
Male
24,244
Divorced
0
High School
Unemployed
39.937507
Rural
Basic
0
2
703
2
2020-03-18 15:21:39.187211
Good
No
Monthly
Apartment
315
21,682
24
Male
497
Married
0
High School
Unemployed
46.622257
Rural
Comprehensive
null
7
554
4
2024-01-25 15:21:39.134960
Average
Yes
Monthly
Apartment
2,536
21,683
49
Male
62,982
Single
2
PhD
Employed
36.858578
Rural
Premium
3
8
null
9
2023-12-19 15:21:39.155231
Good
Yes
Monthly
Apartment
50
21,684
43
Female
66,788
Married
1
PhD
Self-Employed
26.846376
Urban
Basic
2
5
427
3
2022-09-17 15:21:39.237118
Good
Yes
Monthly
Condo
1,766
21,685
25
Female
88,583
Divorced
1
High School
Employed
36.156933
Suburban
Premium
1
17
332
3
2022-05-03 15:21:39.121169
Good
No
Monthly
House
996
21,686
48
Male
58,340
Single
4
High School
Employed
24.236715
Urban
Premium
1
8
443
6
2019-10-08 15:21:39.291118
Poor
No
Weekly
House
644
21,687
30
Male
null
Single
1
Master's
null
40.634957
Suburban
Basic
1
14
713
8
2021-10-22 15:21:39.098696
Good
No
Rarely
Apartment
202
21,688
60
Male
51,900
Divorced
1
PhD
Unemployed
44.418529
Rural
Basic
3
14
441
8
2021-10-12 15:21:39.237118
Good
No
Daily
House
1,947
21,689
53
Male
27,892
Single
4
High School
Unemployed
34.934872
Rural
Comprehensive
2
16
474
7
2023-04-08 15:21:39.143708
null
No
Weekly
House
806
21,690
33
Female
2,798
Single
null
Bachelor's
Unemployed
51.624034
Suburban
Basic
1
18
509
1
2022-01-14 15:21:39.126661
Good
No
Weekly
Apartment
1,750
21,691
45
Male
3,851
Single
0
Master's
null
40.892444
Urban
Premium
1
14
566
8
2022-04-09 15:21:39.092127
Good
Yes
Daily
Apartment
3,180
21,692
27
Male
35,641
Married
0
Bachelor's
Unemployed
39.958498
Rural
Premium
2
9
374
9
2019-09-14 15:21:39.206847
Poor
Yes
Daily
Condo
2,749
21,693
47
Male
56,526
Divorced
1
High School
Self-Employed
31.924243
Urban
Comprehensive
2
11
531
4
2020-10-10 15:21:39.271453
null
No
Monthly
House
781
21,694
57
Male
5,988
Married
4
High School
null
29.054595
Rural
Premium
2
6
809
2
2020-05-24 15:21:39.237118
Good
No
Weekly
House
756
21,695
62
Male
63,966
Divorced
4
PhD
Self-Employed
50.837605
Suburban
Basic
1
0
498
6
2021-11-03 15:21:39.188220
Average
No
Rarely
House
1,494
21,696
33
Male
1,197
Married
null
High School
null
6.681849
Suburban
Comprehensive
null
9
329
7
2021-08-10 15:21:39.225916
Poor
Yes
Monthly
Condo
2,666
21,697
50
Male
92,368
Single
2
Bachelor's
Employed
26.35253
Urban
Premium
2
9
576
5
2024-03-10 15:21:39.208842
null
Yes
Rarely
Apartment
930
21,698
20
Female
23,015
Married
2
High School
null
11.581973
Suburban
Comprehensive
null
9
730
5
2023-01-25 15:21:39.233998
null
No
Rarely
Condo
2,571
21,699
23
Male
33,113
Single
null
High School
null
11.998731
Urban
Comprehensive
0
8
843
3
2024-04-05 15:21:39.226954
Average
Yes
Weekly
House
479