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
51,700
58
Female
8,099
Divorced
null
Master's
null
48.103817
Urban
Premium
null
16
708
2
2023-03-21 15:21:39.132191
Poor
Yes
Monthly
Condo
315
51,701
32
Female
10,071
Married
2
PhD
Unemployed
40.618002
Rural
Comprehensive
2
18
690
7
2020-09-14 15:21:39.123711
Poor
Yes
Weekly
Condo
755
51,702
37
Male
49,769
Divorced
4
PhD
Self-Employed
32.682313
Urban
Comprehensive
null
11
376
6
2020-03-16 15:21:39.263607
Good
Yes
Monthly
Condo
1,447
51,703
36
Male
17,175
Married
4
High School
Self-Employed
33.959682
Rural
Premium
1
9
734
9
2022-08-17 15:21:39.254678
Good
No
Rarely
Apartment
1,396
51,704
43
Female
16,063
Divorced
3
Master's
null
25.882069
Urban
Basic
3
9
743
5
2022-03-18 15:21:39.144722
Good
No
Weekly
House
2,430
51,705
43
Female
8,069
Single
4
PhD
Self-Employed
12.845793
Urban
Basic
null
11
703
8
2023-03-03 15:21:39.095696
Poor
Yes
Weekly
House
956
51,706
42
Male
46,115
Divorced
1
Bachelor's
Self-Employed
10.705544
Urban
Comprehensive
2
1
null
7
2023-02-13 15:21:39.192212
Good
No
Monthly
Condo
1,053
51,707
40
Male
5,710
Divorced
0
Master's
Unemployed
19.149729
Suburban
Basic
1
7
757
8
2020-12-26 15:21:39.111551
Average
Yes
Daily
Condo
782
51,708
36
Male
5,874
Married
1
PhD
Unemployed
28.087884
Urban
Premium
null
17
732
5
2022-04-12 15:21:39.134960
Good
No
Rarely
House
855
51,709
61
Male
6,328
Single
3
High School
Employed
46.099892
Rural
Basic
null
6
812
7
2022-02-11 15:21:39.274993
null
Yes
Rarely
Apartment
312
51,710
59
Male
17,962
Single
0
High School
Unemployed
17.527785
Urban
Comprehensive
null
18
695
7
2021-03-07 15:21:39.086123
Good
No
Weekly
Apartment
1,017
51,711
21
Male
38,810
Divorced
3
Bachelor's
Employed
23.473571
Rural
Comprehensive
3
7
504
2
2023-03-09 15:21:39.208842
Average
Yes
Rarely
Apartment
786
51,712
58
Female
23,604
Divorced
null
Master's
Employed
48.936405
Rural
Basic
3
17
728
2
2019-09-10 15:21:39.187211
Average
No
Rarely
House
1,224
51,713
56
Male
49,826
Married
0
Master's
null
3.999464
Rural
Premium
4
11
null
1
2020-08-30 15:21:39.170099
Average
Yes
Rarely
Apartment
39
51,714
19
Female
969
Single
null
High School
Self-Employed
19.857132
Rural
Comprehensive
2
10
791
2
2020-06-19 15:21:39.231531
Average
Yes
Monthly
Apartment
804
51,715
34
Female
14,051
Single
1
PhD
Self-Employed
26.858502
Suburban
Premium
1
10
null
2
2022-02-19 15:21:39.134960
Good
No
Rarely
Condo
988
51,716
33
Female
44,156
Married
4
PhD
null
26.84057
Rural
Basic
null
14
634
9
2020-11-07 15:21:39.282785
Good
No
Weekly
House
809
51,717
48
Female
17,175
Divorced
1
Master's
Unemployed
42.858055
Rural
Premium
null
19
764
9
2023-03-18 15:21:39.155231
Good
Yes
Rarely
House
693
51,718
20
Male
45,900
Married
0
PhD
Employed
48.581116
Urban
Comprehensive
null
19
718
5
2022-09-03 15:21:39.146733
Good
No
Weekly
Apartment
1,690
51,719
null
Female
76,618
Single
3
Master's
Employed
17.007967
Urban
Premium
0
4
364
7
2020-09-27 15:21:39.149731
Average
Yes
Daily
Apartment
2,115
51,720
37
Male
null
Single
4
Master's
Unemployed
23.935592
Rural
Basic
2
15
414
4
2019-09-23 15:21:39.186212
Poor
No
Monthly
House
2,161
51,721
36
Female
66,785
Divorced
4
Master's
Employed
6.894988
Suburban
Comprehensive
null
3
321
4
2021-06-26 15:21:39.133866
Average
Yes
Weekly
Apartment
1,503
51,722
null
Female
114,578
Divorced
0
Bachelor's
Unemployed
32.122274
Rural
Basic
null
11
389
6
2020-05-27 15:21:39.167099
Poor
No
Daily
House
1,682
51,723
56
Male
4,928
null
0
High School
null
13.121448
Suburban
Premium
1
10
572
2
2024-03-08 15:21:39.134960
Average
No
Daily
Condo
1,039
51,724
29
Male
null
Married
3
PhD
Self-Employed
33.603837
Rural
Premium
1
1
591
5
2022-06-03 15:21:39.133866
Poor
Yes
Rarely
Condo
168
51,725
26
Male
754
Divorced
1
Master's
Self-Employed
21.80431
Suburban
Premium
null
13
625
2
2021-02-08 15:21:39.155231
Poor
Yes
Rarely
Apartment
2,975
51,726
60
Female
37,303
Divorced
null
Master's
Employed
20.612439
Urban
Basic
0
17
849
9
2023-02-17 15:21:39.108562
Good
Yes
Rarely
Condo
684
51,727
61
Male
7,983
Married
0
Bachelor's
Self-Employed
25.132514
Rural
Basic
null
3
670
2
2020-06-19 15:21:39.155231
Average
Yes
Rarely
Apartment
686
51,728
52
Female
16,837
Single
3
High School
Employed
19.835109
Rural
Basic
0
17
728
2
2022-03-17 15:21:39.221386
Average
No
Monthly
Apartment
1,259
51,729
50
Female
96,645
Married
0
Bachelor's
null
25.36998
Rural
Comprehensive
2
9
null
5
2019-09-25 15:21:39.272456
null
No
Rarely
Condo
984
51,730
18
Male
528
Married
2
High School
Unemployed
39.819255
Urban
Basic
1
9
716
2
2024-03-04 15:21:39.088124
Poor
No
Daily
Condo
1,845
51,731
62
Female
17,992
Married
3
Master's
null
14.161895
Suburban
Basic
null
7
403
1
2023-02-16 15:21:39.216387
Good
Yes
Monthly
Condo
811
51,732
40
Female
29,862
Married
4
Master's
Self-Employed
12.596738
Suburban
Basic
2
15
462
3
2024-04-26 15:21:39.180553
Good
Yes
Weekly
House
846
51,733
44
Female
2,388
Single
4
PhD
Unemployed
24.842304
Rural
Basic
0
7
573
6
2023-01-31 15:21:39.155231
Average
No
Weekly
House
298
51,734
22
Male
44,936
Married
0
PhD
Unemployed
32.038489
Rural
Basic
0
19
721
5
2021-07-19 15:21:39.206847
Good
Yes
Monthly
Condo
734
51,735
32
Female
43,599
Single
null
Bachelor's
Self-Employed
22.645921
Rural
Comprehensive
null
14
849
6
2023-02-26 15:21:39.225916
Poor
No
Rarely
House
2,203
51,736
26
Male
27,331
Single
3
High School
null
22.382726
Rural
Premium
2
9
471
7
2020-11-05 15:21:39.134960
Poor
No
Rarely
Condo
1,033
51,737
34
Male
8,822
Married
0
Bachelor's
Employed
22.858983
Rural
Comprehensive
null
17
511
4
2019-09-07 15:21:39.225916
Average
No
Rarely
House
646
51,738
27
Male
9,079
Divorced
1
Bachelor's
null
20.898144
Urban
Premium
1
19
330
9
2021-04-08 15:21:39.226954
Good
No
Daily
Condo
1,238
51,739
37
Male
4,876
Single
1
Master's
null
22.149537
Rural
Comprehensive
null
6
null
7
2020-01-19 15:21:39.201446
null
Yes
Daily
Apartment
536
51,740
30
Female
23,495
Single
0
High School
Self-Employed
24.566455
Urban
Premium
0
5
651
2
2020-06-25 15:21:39.102694
Good
No
Weekly
House
674
51,741
62
Female
66,783
Single
1
High School
null
19.780629
Rural
Premium
1
1
307
4
2023-01-04 15:21:39.180553
Average
No
Rarely
Condo
1,328
51,742
54
Male
96,768
Married
0
PhD
null
9.965204
Urban
Basic
null
8
458
5
2021-02-08 15:21:39.155231
Good
No
Monthly
Apartment
459
51,743
30
Male
48,721
Single
3
PhD
null
22.788945
Rural
Premium
null
7
481
2
2023-11-27 15:21:39.164044
Poor
Yes
Monthly
Apartment
30
51,744
null
Male
26,553
Single
null
High School
null
22.865894
Rural
Comprehensive
1
16
647
8
2022-01-29 15:21:39.082499
Poor
No
Monthly
House
615
51,745
43
Male
71,691
Single
1
Master's
Employed
20.094924
Suburban
Premium
0
10
441
5
2021-03-24 15:21:39.123711
Good
No
Weekly
Condo
524
51,746
53
Female
116,492
Divorced
null
PhD
null
17.796111
Urban
Basic
0
1
489
1
2021-07-26 15:21:39.092127
Average
No
Rarely
Condo
2,287
51,747
52
Female
8,881
Single
1
High School
Self-Employed
16.078126
Suburban
Comprehensive
1
1
613
9
2024-04-24 15:21:39.191219
Poor
Yes
Rarely
Condo
917
51,748
54
Female
26,396
Single
3
Master's
Self-Employed
33.262422
Urban
Premium
null
17
649
6
2024-02-12 15:21:39.233485
Average
No
Daily
Condo
1,390
51,749
48
Male
48,428
Divorced
null
High School
Unemployed
19.790916
Urban
Basic
2
16
394
2
2023-11-08 15:21:39.111551
Good
No
Monthly
House
1,527
51,750
20
Female
14,078
Single
null
Master's
Unemployed
5.664755
Urban
Basic
2
13
839
9
2019-09-14 15:21:39.206847
Average
No
Rarely
House
966
51,751
58
Male
10,189
Divorced
1
High School
null
13.793949
Suburban
Basic
null
12
811
9
2022-12-01 15:21:39.177724
Poor
Yes
Monthly
House
2,635
51,752
54
Male
3,189
Married
1
PhD
Unemployed
null
Suburban
Basic
null
1
384
8
2023-05-24 15:21:39.209847
Good
No
Rarely
Apartment
1,732
51,753
22
Female
44,886
Single
4
Bachelor's
null
15.382019
Suburban
Basic
0
0
377
1
2022-05-08 15:21:39.280784
Good
Yes
Monthly
House
446
51,754
47
Male
35,239
Divorced
4
Bachelor's
Employed
35.564255
Rural
Comprehensive
1
16
595
2
2019-11-12 15:21:39.155231
Poor
Yes
Rarely
House
657
51,755
24
Male
42,967
Single
4
High School
Self-Employed
37.75463
Urban
Comprehensive
null
3
803
9
2022-05-02 15:21:39.083497
null
No
Monthly
House
153
51,756
53
Female
5,824
Married
0
PhD
null
49.903263
Rural
Basic
1
8
788
5
2021-12-13 15:21:39.201446
Good
Yes
Monthly
Condo
471
51,757
34
Female
16,652
Single
0
High School
Employed
20.698967
Suburban
Basic
1
10
804
2
2023-03-30 15:21:39.250151
Good
No
Weekly
Condo
1,364
51,758
42
Female
3,413
Divorced
4
Bachelor's
Employed
16.134918
Urban
Basic
2
18
722
6
2024-07-30 15:21:39.083497
Good
No
Rarely
Apartment
459
51,759
41
Female
null
Single
0
Master's
Employed
31.143054
Suburban
Premium
2
1
428
5
2023-03-24 15:21:39.093681
Poor
Yes
Rarely
House
207
51,760
43
Female
43,450
Single
2
Bachelor's
Employed
42.94502
Suburban
Basic
0
12
728
4
2020-05-12 15:21:39.145732
Good
Yes
Weekly
Apartment
735
51,761
32
Male
4,728
Married
1
PhD
null
13.44325
Rural
Comprehensive
1
17
323
4
2024-05-12 15:21:39.155231
Average
No
Weekly
House
47
51,762
52
Female
5,906
Married
3
PhD
null
27.957452
Rural
Basic
0
17
488
4
2021-09-17 15:21:39.204790
Good
Yes
Rarely
House
1,462
51,763
43
Female
6,958
Married
null
High School
Unemployed
25.204031
Rural
Premium
0
6
810
8
2022-03-03 15:21:39.155231
Poor
Yes
Weekly
House
1,423
51,764
64
Female
11,982
Single
3
Bachelor's
null
39.241751
Urban
Premium
null
1
null
9
2020-03-30 15:21:39.211806
Poor
No
Monthly
Condo
1,856
51,765
51
Female
3,327
Divorced
2
Master's
Unemployed
4.180745
Urban
Premium
2
1
725
9
2022-02-07 15:21:39.291118
Average
No
Daily
Condo
453
51,766
32
Female
30,663
Married
4
High School
Employed
22.672636
Rural
Basic
0
8
661
3
2024-04-08 15:21:39.146733
Poor
No
Weekly
Apartment
1,334
51,767
22
Male
35,192
Married
2
PhD
Employed
8.442314
Urban
Basic
1
5
699
2
2024-06-04 15:21:39.251142
Good
Yes
Daily
House
489
51,768
62
Female
12,962
Single
4
Bachelor's
Unemployed
22.294909
Suburban
Comprehensive
null
13
740
9
2023-09-22 15:21:39.115178
Average
No
Rarely
Condo
442
51,769
57
Male
2,899
Single
2
Bachelor's
Self-Employed
12.451024
Suburban
Comprehensive
2
4
null
2
2024-01-25 15:21:39.134960
Average
Yes
Monthly
Condo
2,894
51,770
48
Female
43,017
Single
0
High School
Unemployed
44.725906
Suburban
Comprehensive
5
0
366
3
2022-08-28 15:21:39.132191
Poor
No
Monthly
Condo
795
51,771
29
Female
10,071
Divorced
4
PhD
Employed
16.98868
Urban
Comprehensive
0
17
648
2
2023-09-18 15:21:39.233998
Good
No
Rarely
Apartment
828
51,772
28
Female
513
Single
2
PhD
Unemployed
44.315715
Urban
Premium
0
7
585
5
2021-07-20 15:21:39.187211
Average
Yes
Daily
House
27
51,773
37
Female
637
Married
1
High School
Self-Employed
18.772326
Urban
Comprehensive
1
17
738
9
2021-06-26 15:21:39.280784
Average
No
Daily
Condo
28
51,774
62
Female
57,963
Married
0
High School
null
42.865098
Urban
Basic
1
0
null
9
2023-11-16 15:21:39.287115
null
Yes
Rarely
Apartment
1,839
51,775
null
Male
24,605
Single
1
Bachelor's
Employed
8.681922
Urban
Premium
1
8
null
7
2021-01-12 15:21:39.134960
Poor
Yes
Daily
Apartment
1,063
51,776
36
Female
5,733
Married
3
Bachelor's
Employed
16.584298
Suburban
Basic
0
9
null
4
2022-02-13 15:21:39.225916
Average
No
Rarely
Condo
549
51,777
52
Male
45,930
Married
null
PhD
null
37.828891
Suburban
Premium
0
8
762
1
2021-06-05 15:21:39.194829
Poor
Yes
Daily
Condo
921
51,778
42
Female
3,662
Divorced
0
PhD
null
21.633594
Rural
Premium
null
18
null
4
2020-02-11 15:21:39.155231
Poor
Yes
Monthly
House
2,012
51,779
36
Female
43,347
Divorced
4
High School
Employed
17.622987
Rural
Premium
null
15
646
5
2022-10-04 15:21:39.134960
Good
No
Monthly
Condo
697
51,780
18
Male
93,311
Single
2
Master's
null
18.012765
Rural
Comprehensive
1
19
462
3
2023-11-04 15:21:39.091080
Average
No
Weekly
Apartment
50
51,781
26
Female
2,208
Single
1
Master's
Employed
20.235546
Suburban
Premium
0
5
667
6
2022-10-20 15:21:39.229482
Average
Yes
Monthly
Apartment
320
51,782
47
Male
48,306
Divorced
3
Master's
null
5.331066
Urban
Basic
1
17
791
4
2020-10-16 15:21:39.237118
Poor
No
Rarely
Apartment
198
51,783
21
Male
18,114
Single
2
Bachelor's
Unemployed
28.185086
Suburban
Basic
null
18
725
4
2022-02-21 15:21:39.121169
Good
Yes
Daily
Condo
1,251
51,784
33
Male
null
Divorced
1
PhD
Employed
21.338094
Suburban
Premium
1
13
489
2
2019-08-17 15:21:39.150730
Good
Yes
Monthly
Condo
4,766
51,785
43
Male
27,196
Single
3
Bachelor's
null
10.302722
Urban
Comprehensive
0
4
null
9
2024-04-14 15:21:39.155231
Good
Yes
Daily
Condo
811
51,786
56
Female
17,696
Single
2
Master's
Self-Employed
44.495569
Suburban
Comprehensive
null
16
708
9
2022-07-09 15:21:39.134960
Poor
Yes
Daily
House
1,345
51,787
null
Male
30,603
Single
3
High School
null
49.725736
Suburban
Premium
null
14
541
6
2021-04-20 15:21:39.237118
Good
Yes
Daily
House
2,260
51,788
49
Female
null
Single
3
PhD
Unemployed
52.839483
Urban
Comprehensive
2
18
783
5
2023-10-27 15:21:39.237118
Good
Yes
Weekly
Apartment
790
51,789
26
Male
71,359
Divorced
2
PhD
Employed
36.35441
Rural
Premium
0
7
310
1
2022-06-24 15:21:39.208842
Average
Yes
Weekly
Condo
1,042
51,790
19
Female
3,520
Divorced
1
Bachelor's
Unemployed
18.999629
Suburban
Basic
null
11
814
7
2019-10-30 15:21:39.105504
Average
Yes
Weekly
Apartment
2,626
51,791
53
Male
36,203
Divorced
3
PhD
Employed
27.146466
Urban
Premium
null
15
692
8
2020-06-26 15:21:39.266452
Poor
Yes
Daily
House
578
51,792
41
Female
15,802
Married
2
Bachelor's
Unemployed
7.057911
Rural
Basic
null
15
null
1
2022-05-23 15:21:39.187211
Good
Yes
Daily
Condo
1,230
51,793
22
Female
76,018
Married
2
Bachelor's
Unemployed
27.938357
Suburban
Premium
1
10
520
4
2023-03-27 15:21:39.170099
Poor
No
Monthly
Condo
211
51,794
57
Female
81,537
Married
0
Master's
null
16.182965
Suburban
Basic
null
10
420
9
2021-12-28 15:21:39.237118
Good
No
Daily
House
1,099
51,795
25
Male
44,348
Divorced
null
PhD
null
22.555414
Rural
Comprehensive
null
18
543
8
2021-05-09 15:21:39.109552
Good
Yes
Weekly
House
2,839
51,796
60
Female
63,416
Married
4
Master's
null
36.715877
Urban
Premium
1
11
454
1
2021-02-26 15:21:39.289099
Good
Yes
Monthly
House
2,053
51,797
22
Male
72,580
Married
2
Bachelor's
Self-Employed
23.064646
Suburban
Basic
1
9
479
6
2021-04-09 15:21:39.237118
Good
No
Weekly
Apartment
2,322
51,798
56
Male
77,891
Single
2
PhD
Self-Employed
5.774299
Rural
Comprehensive
null
5
582
4
2021-05-15 15:21:39.276901
Good
No
Monthly
House
158
51,799
38
Female
23,273
Single
0
Master's
Self-Employed
41.755825
Rural
Comprehensive
0
14
566
1
2020-08-23 15:21:39.204790
Average
Yes
Monthly
Apartment
533