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
1,166,600
25
Male
27,463
Married
4
Master's
Employed
12.606929
Rural
Comprehensive
1
7
498
5
2023-06-12 15:21:39.265513
Good
Yes
Daily
Condo
431
1,166,601
22
Female
4,034
Divorced
1
High School
Self-Employed
21.936591
Rural
Basic
null
8
709
8
2024-05-31 15:21:39.090124
Poor
No
Weekly
Apartment
2,494
1,166,602
64
Female
24,171
Married
4
High School
null
47.075923
Suburban
Basic
null
10
null
6
2020-05-14 15:21:39.087123
Poor
No
Rarely
Apartment
852
1,166,603
25
Female
26,625
Single
0
PhD
Self-Employed
39.120962
Rural
Basic
0
16
519
8
2024-02-22 15:21:39.171102
Good
No
Weekly
House
1,036
1,166,604
59
Male
3,160
Single
4
PhD
Employed
30.687775
Urban
Basic
2
6
487
5
2024-07-07 15:21:39.134960
Good
No
Monthly
Condo
1,165
1,166,605
55
Male
13,983
Married
0
PhD
Employed
null
Urban
Premium
0
14
null
2
2020-10-12 15:21:39.148733
Poor
No
Rarely
Condo
1,110
1,166,606
33
Female
81,762
Single
4
PhD
null
23.281859
Suburban
Premium
0
0
406
4
2020-12-24 15:21:39.226954
Good
No
Weekly
Apartment
1,198
1,166,607
19
Female
9,881
Single
0
Bachelor's
Employed
13.482676
Urban
Basic
1
7
743
8
2021-06-17 15:21:39.278402
Poor
Yes
Monthly
Apartment
1,709
1,166,608
63
Female
19,449
Married
2
Master's
Self-Employed
36.844142
Rural
Basic
null
12
null
5
2023-04-16 15:21:39.134960
Poor
No
Daily
Apartment
27
1,166,609
43
Female
11,790
Married
4
High School
Unemployed
10.703592
Suburban
Premium
1
18
null
1
2021-02-07 15:21:39.287115
Average
Yes
Monthly
House
700
1,166,610
55
Female
43,934
Single
1
PhD
null
33.037887
Rural
Basic
2
1
null
9
2022-03-09 15:21:39.208842
Average
No
Rarely
House
3,299
1,166,611
37
Male
23,305
Divorced
4
Bachelor's
Self-Employed
null
Suburban
Basic
1
12
522
2
2023-11-03 15:21:39.155231
Good
No
Rarely
Apartment
664
1,166,612
33
Female
40,777
Married
3
Master's
null
17.939586
Urban
Basic
1
13
742
2
2023-02-14 15:21:39.084065
Average
Yes
Weekly
Apartment
1,258
1,166,613
21
Male
3,195
Divorced
null
Bachelor's
Employed
21.890205
Suburban
Premium
0
9
758
6
2020-11-03 15:21:39.206847
Average
No
Weekly
Condo
116
1,166,614
38
Male
null
Single
null
Master's
Unemployed
39.824137
Rural
Basic
2
7
441
6
2020-01-15 15:21:39.196387
Poor
No
Monthly
Apartment
1,216
1,166,615
42
Male
516
Married
1
High School
null
38.693205
Rural
Basic
1
17
646
1
2024-04-17 15:21:39.152732
Good
Yes
Monthly
House
25
1,166,616
40
Female
38,156
Married
2
PhD
Self-Employed
18.240735
Rural
Basic
2
19
438
3
2021-10-09 15:21:39.249100
Average
No
Monthly
House
1,483
1,166,617
51
Male
144,777
Single
4
Bachelor's
Self-Employed
36.356585
Suburban
Basic
1
14
421
3
2020-02-13 15:21:39.155231
Poor
Yes
Daily
Apartment
30
1,166,618
38
Female
17,053
Married
1
High School
Self-Employed
null
Suburban
Premium
3
18
694
6
2022-04-09 15:21:39.096739
Poor
No
Monthly
Condo
3,903
1,166,619
38
Male
7,565
Married
3
PhD
null
23.592731
Suburban
Basic
null
19
733
9
2022-10-09 15:21:39.209847
Average
No
Weekly
Apartment
1,534
1,166,620
51
Male
10,025
Married
4
High School
Unemployed
33.644574
Rural
Comprehensive
0
17
543
3
2020-05-02 15:21:39.123711
Good
Yes
Weekly
Apartment
1,034
1,166,621
50
Female
24,249
Married
null
Bachelor's
Employed
38.638779
Rural
Comprehensive
4
14
688
6
2021-04-14 15:21:39.105504
Average
No
Monthly
House
1,422
1,166,622
21
Male
26,360
Divorced
1
PhD
null
35.389841
Suburban
Premium
null
3
null
7
2021-02-09 15:21:39.090124
Good
Yes
Rarely
Condo
1,037
1,166,623
62
Female
20,654
Single
2
PhD
Unemployed
22.440176
Urban
Comprehensive
1
14
null
7
2023-03-17 15:21:39.086123
Good
Yes
Monthly
Condo
843
1,166,624
63
Male
39,569
Single
4
PhD
null
20.990137
Urban
Premium
0
8
401
7
2022-01-04 15:21:39.085129
Average
Yes
Monthly
House
806
1,166,625
42
Male
10,020
Married
1
High School
null
30.084225
Urban
Premium
1
16
632
3
2020-09-13 15:21:39.180553
Average
No
Monthly
Condo
1,673
1,166,626
30
Female
16,886
Single
2
Master's
Employed
5.662609
Rural
Basic
0
14
849
8
2019-08-28 15:21:39.084065
Average
Yes
Monthly
House
1,053
1,166,627
38
Female
26,625
Divorced
3
Master's
null
51.969527
Urban
Comprehensive
1
4
627
1
2023-07-17 15:21:39.170099
Average
No
Daily
House
1,688
1,166,628
44
Female
103,524
Divorced
1
Master's
Unemployed
38.939147
Urban
Basic
0
0
690
4
2021-03-23 15:21:39.155231
Average
No
Weekly
Apartment
397
1,166,629
33
Male
68,957
Married
1
Master's
Self-Employed
27.849443
Urban
Premium
null
1
483
9
2022-08-08 15:21:39.236064
Average
Yes
Weekly
House
2,044
1,166,630
47
Female
6,857
Divorced
0
Bachelor's
null
28.466614
Urban
Comprehensive
1
7
683
8
2022-12-08 15:21:39.192212
Average
No
Daily
Apartment
2,384
1,166,631
61
Female
87,674
Single
2
Bachelor's
Unemployed
46.084209
Rural
Comprehensive
null
13
734
3
2019-08-22 15:21:39.208842
Good
No
Weekly
House
3,054
1,166,632
43
Male
22,408
Married
4
PhD
null
34.409523
Suburban
Comprehensive
1
18
429
6
2020-06-22 15:21:39.198406
Average
No
Daily
House
997
1,166,633
23
Male
3,116
Single
2
PhD
Self-Employed
41.679522
Urban
Basic
1
0
473
1
2019-10-12 15:21:39.105504
Poor
No
Monthly
Condo
1,372
1,166,634
63
Female
11,635
Divorced
2
PhD
Self-Employed
27.993699
Urban
Premium
1
14
343
3
2022-11-06 15:21:39.092127
Average
No
Rarely
Apartment
688
1,166,635
51
Female
61,350
Single
4
Master's
Unemployed
15.900031
Suburban
Premium
0
8
702
1
2021-03-04 15:21:39.105504
Good
No
Weekly
House
221
1,166,636
57
Female
11,987
Divorced
0
PhD
Self-Employed
29.597777
Suburban
Comprehensive
0
11
670
2
2019-11-14 15:21:39.168099
Poor
No
Rarely
Condo
273
1,166,637
33
Male
97,934
Single
4
Master's
Employed
6.979296
Rural
Comprehensive
2
7
721
9
2023-07-04 15:21:39.134960
Average
No
Rarely
Condo
3,298
1,166,638
46
Male
19,862
Married
4
PhD
null
24.719182
Urban
Premium
1
3
725
2
2024-06-30 15:21:39.098696
Poor
Yes
Monthly
Apartment
1,283
1,166,639
24
Female
2,359
Divorced
1
Master's
Self-Employed
null
Urban
Premium
0
12
784
3
2024-08-07 15:21:39.082499
Average
No
Weekly
Condo
871
1,166,640
28
Male
52,346
Single
3
PhD
Employed
17.483099
Rural
Premium
0
7
711
5
2023-01-16 15:21:39.155231
Poor
No
Monthly
Apartment
394
1,166,641
42
Female
131,161
Married
1
Bachelor's
Self-Employed
25.771605
Rural
Basic
1
6
487
5
2022-04-07 15:21:39.134960
Average
Yes
Weekly
House
3,043
1,166,642
44
Female
44,762
Married
null
PhD
Unemployed
51.030967
Rural
Basic
2
2
847
5
2023-10-29 15:21:39.186212
Average
Yes
Rarely
Apartment
1,205
1,166,643
56
Female
62,440
Married
null
Bachelor's
Employed
43.071377
Rural
Basic
null
12
613
4
2020-04-12 15:21:39.216387
Good
No
Monthly
House
298
1,166,644
39
Male
36,215
Single
4
Bachelor's
Employed
4.937759
Urban
Comprehensive
null
0
436
4
2022-09-06 15:21:39.166062
Good
Yes
Rarely
Condo
1,053
1,166,645
30
Male
13,038
Married
3
High School
Self-Employed
45.324315
Rural
Basic
0
2
null
1
2023-12-28 15:21:39.237118
Poor
No
Rarely
Apartment
818
1,166,646
35
Male
3,649
Married
1
Bachelor's
Self-Employed
27.818757
Rural
Basic
0
8
494
1
2022-06-26 15:21:39.134960
Good
Yes
Monthly
House
1,154
1,166,647
43
Male
null
Married
4
PhD
null
49.697547
Urban
Comprehensive
1
7
386
8
2021-05-13 15:21:39.281787
Average
Yes
Daily
House
498
1,166,648
55
Male
40,545
Divorced
0
Master's
Self-Employed
30.640899
Rural
Comprehensive
null
8
304
4
2020-08-29 15:21:39.257696
Poor
No
Rarely
Condo
1,905
1,166,649
47
Male
29,190
Married
4
Bachelor's
null
23.781534
Rural
Comprehensive
null
11
838
3
2021-03-27 15:21:39.134960
Poor
No
Weekly
Condo
1,055
1,166,650
60
Female
9,071
Married
3
PhD
null
16.933702
Suburban
Comprehensive
1
2
756
4
2023-04-23 15:21:39.134960
Good
No
Rarely
House
1,077
1,166,651
46
Male
25,166
Divorced
1
High School
Employed
20.882528
Rural
Basic
1
5
790
5
2019-10-15 15:21:39.134960
Average
No
Weekly
Condo
642
1,166,652
58
Male
18,114
Single
4
High School
null
11.958027
Urban
Basic
null
3
null
9
2020-02-12 15:21:39.192212
Poor
Yes
Monthly
Condo
652
1,166,653
57
Female
6,868
Divorced
3
Bachelor's
Unemployed
42.306887
Urban
Premium
0
1
null
2
2022-11-16 15:21:39.218388
Average
No
Monthly
House
1,762
1,166,654
34
Male
107,964
Divorced
3
PhD
Unemployed
5.242626
Urban
Basic
2
10
674
7
2019-11-05 15:21:39.257696
Poor
No
Weekly
Condo
2,214
1,166,655
34
Male
18,032
Single
0
PhD
Self-Employed
20.97211
Urban
Premium
3
4
361
6
2024-08-08 15:21:39.237118
Average
No
Weekly
Condo
943
1,166,656
61
Male
17,053
Single
3
High School
Employed
13.241725
Rural
Comprehensive
0
16
778
8
2023-10-27 15:21:39.085129
Good
Yes
Rarely
Condo
460
1,166,657
51
Male
39,702
Divorced
2
Master's
Self-Employed
37.472831
Urban
Premium
null
10
827
9
2021-05-02 15:21:39.172097
Average
No
Daily
Condo
651
1,166,658
32
Male
10,467
Married
4
Bachelor's
null
14.812384
Suburban
Comprehensive
0
9
776
4
2020-05-26 15:21:39.181605
Poor
No
Rarely
Condo
1,044
1,166,659
25
Male
44,100
Single
0
High School
Employed
null
Rural
Basic
null
9
595
9
2019-09-27 15:21:39.101733
Good
Yes
Rarely
Apartment
1,079
1,166,660
48
Male
2,693
Divorced
0
High School
null
37.934833
Urban
Comprehensive
0
0
734
7
2020-06-11 15:21:39.230483
Good
Yes
Monthly
Condo
2,484
1,166,661
40
Female
11,197
Married
3
PhD
Unemployed
30.1207
Urban
Premium
null
7
803
7
2023-10-20 15:21:39.289099
Poor
No
Weekly
House
813
1,166,662
53
Female
43,820
Married
4
Master's
Self-Employed
24.353546
Rural
Comprehensive
0
18
null
3
2022-06-12 15:21:39.196387
Good
No
Monthly
Condo
792
1,166,663
25
Male
44,225
Married
2
PhD
Unemployed
45.533618
Rural
Comprehensive
1
10
716
1
2023-12-06 15:21:39.090124
Poor
No
Daily
House
539
1,166,664
37
Female
4,819
Married
3
High School
Unemployed
52.878374
Rural
Basic
0
5
null
1
2023-08-19 15:21:39.097737
Poor
No
Weekly
Apartment
745
1,166,665
57
Female
20,093
Married
1
High School
Employed
24.156836
Rural
Premium
1
8
491
9
2022-02-12 15:21:39.288099
Average
Yes
Monthly
Condo
2,009
1,166,666
37
Female
17,883
Married
4
Bachelor's
Employed
35.065855
Suburban
Basic
null
9
null
5
2021-08-05 15:21:39.155231
Average
No
Daily
Condo
1,090
1,166,667
35
Male
4,028
Divorced
0
Bachelor's
Employed
20.814667
Rural
Premium
3
6
453
9
2020-07-16 15:21:39.085129
Poor
Yes
Rarely
House
1,744
1,166,668
29
Male
56,850
Single
2
PhD
Employed
35.657988
Rural
Comprehensive
2
9
766
3
2022-09-14 15:21:39.249100
Good
No
Rarely
House
2,386
1,166,669
56
Male
48,731
Divorced
4
Bachelor's
null
22.647879
Suburban
Premium
1
12
463
8
2021-05-18 15:21:39.237118
Poor
Yes
Weekly
Condo
161
1,166,670
44
Female
1,439
Single
null
Bachelor's
Unemployed
10.702976
Urban
Premium
2
18
341
7
2024-04-12 15:21:39.220389
Average
No
Rarely
Apartment
2,377
1,166,671
43
Female
17,865
Married
3
PhD
Employed
21.735905
Suburban
Comprehensive
0
10
718
4
2022-08-13 15:21:39.226954
Poor
Yes
Weekly
Apartment
745
1,166,672
36
Female
121,520
Single
1
High School
Employed
16.727571
Urban
Basic
null
19
624
9
2020-03-19 15:21:39.167099
Average
Yes
Monthly
Apartment
393
1,166,673
45
Female
62,888
Divorced
null
Bachelor's
null
6.576444
Rural
Premium
2
7
435
6
2021-11-14 15:21:39.167099
Good
Yes
Monthly
Condo
666
1,166,674
58
Female
32,666
Divorced
1
Bachelor's
null
35.749397
Urban
Basic
1
11
null
8
2023-04-12 15:21:39.237118
Poor
No
Daily
House
1,271
1,166,675
27
Male
32,260
Single
4
PhD
Self-Employed
48.749189
Suburban
Basic
null
7
815
4
2022-08-05 15:21:39.106582
Good
No
Weekly
Apartment
922
1,166,676
24
Female
62,300
Married
null
PhD
Employed
35.456949
Suburban
Premium
2
16
null
5
2022-02-15 15:21:39.228521
null
Yes
Daily
Condo
115
1,166,677
58
Male
28,408
Single
4
PhD
Self-Employed
33.232877
Rural
Premium
null
1
356
9
2022-05-29 15:21:39.126661
Poor
No
Weekly
Apartment
648
1,166,678
56
Male
28,518
Divorced
4
Bachelor's
null
12.442898
Urban
Premium
1
12
538
3
2021-12-06 15:21:39.134960
Good
Yes
Weekly
Apartment
1,733
1,166,679
37
Male
15,886
Single
2
Master's
null
26.422639
Suburban
Comprehensive
3
5
567
1
2020-05-14 15:21:39.134960
Average
Yes
Rarely
House
832
1,166,680
24
Female
17,643
Divorced
3
Bachelor's
Employed
12.854018
Suburban
Premium
1
18
509
4
2022-09-03 15:21:39.087123
Average
No
Monthly
Apartment
483
1,166,681
29
Female
23,577
Divorced
4
Master's
Employed
43.77282
Urban
Basic
0
7
839
8
2021-05-26 15:21:39.086123
Poor
No
Rarely
Condo
46
1,166,682
54
Female
44,732
Single
4
Bachelor's
Employed
19.290446
Rural
Premium
null
12
393
2
2020-01-28 15:21:39.085129
Good
Yes
Daily
Apartment
1,819
1,166,683
50
Male
1,027
Single
3
Master's
Unemployed
null
Rural
Comprehensive
1
1
704
2
2023-01-21 15:21:39.134960
Average
No
Daily
Apartment
772
1,166,684
37
Male
3,769
Single
4
Bachelor's
Employed
23.976105
Suburban
Basic
1
8
840
4
2023-08-04 15:21:39.280784
null
No
Weekly
Condo
1,658
1,166,685
57
Male
12,546
Divorced
0
Bachelor's
Self-Employed
11.247838
Urban
Comprehensive
1
13
489
8
2023-03-15 15:21:39.187211
Good
Yes
Rarely
Condo
934
1,166,686
40
Female
2,323
Divorced
3
Master's
Unemployed
42.2625
Rural
Premium
2
12
492
9
2021-06-21 15:21:39.223901
Poor
No
Weekly
House
1,311
1,166,687
59
Female
5,839
Single
4
High School
null
11.926311
Suburban
Premium
1
11
442
3
2023-12-08 15:21:39.170099
Poor
Yes
Weekly
Apartment
463
1,166,688
60
Female
2,237
Divorced
0
High School
Self-Employed
17.099693
Suburban
Basic
null
5
503
9
2023-07-08 15:21:39.087123
Average
Yes
Weekly
Apartment
1,731
1,166,689
47
Female
2,196
Married
2
Master's
null
9.751026
Urban
Premium
2
4
484
8
2021-09-18 15:21:39.237118
Poor
No
Rarely
Apartment
1,090
1,166,690
64
Female
1,435
Married
null
Bachelor's
Unemployed
34.344827
Urban
Comprehensive
2
3
null
9
2021-06-29 15:21:39.172097
Good
Yes
Monthly
Condo
1,772
1,166,691
28
Male
23,892
Divorced
4
Bachelor's
null
9.829356
Urban
Premium
null
11
617
2
2020-01-25 15:21:39.208842
Poor
Yes
Daily
Condo
546
1,166,692
42
Female
11,243
Married
0
PhD
Employed
30.728911
Rural
Premium
0
4
388
9
2020-04-04 15:21:39.237118
Good
Yes
Monthly
Condo
1,122
1,166,693
44
Female
3,901
Married
4
Bachelor's
Self-Employed
36.781658
Urban
Premium
null
5
459
1
2023-12-05 15:21:39.130190
Poor
No
Weekly
Apartment
867
1,166,694
64
Female
28,198
Married
2
Bachelor's
null
41.58496
Suburban
Comprehensive
0
0
715
1
2022-07-30 15:21:39.176717
Good
Yes
Monthly
Condo
518
1,166,695
52
Male
null
Divorced
1
High School
Unemployed
31.092893
Suburban
Comprehensive
1
19
319
7
2020-05-26 15:21:39.092127
Average
Yes
Monthly
House
588
1,166,696
37
Male
24,996
Married
1
PhD
Self-Employed
27.92981
Rural
Premium
0
14
754
8
2020-07-31 15:21:39.176717
Good
Yes
Daily
Apartment
663
1,166,697
62
Female
1,850
Married
null
Bachelor's
Employed
37.998875
Urban
Comprehensive
null
16
347
3
2022-11-20 15:21:39.134960
Good
No
Daily
Apartment
1,569
1,166,698
30
Female
57,766
Married
0
Master's
Self-Employed
18.276834
Urban
Comprehensive
1
7
300
4
2023-11-02 15:21:39.192212
Average
Yes
Rarely
Apartment
2,940
1,166,699
45
Female
5,860
Single
0
PhD
Self-Employed
46.134427
Urban
Comprehensive
1
8
792
3
2020-10-23 15:21:39.082499
Average
Yes
Monthly
House
684