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
22,600
47
Female
89,908
Divorced
1
High School
Employed
48.448077
Rural
Comprehensive
1
4
804
4
2023-03-14 15:21:39.170099
Average
No
Monthly
Apartment
225
22,601
44
Female
1,579
Married
null
High School
Unemployed
7.267059
Urban
Basic
null
12
509
4
2019-08-28 15:21:39.194829
Average
No
Daily
Apartment
602
22,602
36
Female
63,407
Divorced
3
Master's
null
29.376521
Suburban
Premium
0
7
566
4
2021-03-24 15:21:39.155231
Average
No
Rarely
House
427
22,603
38
Female
92,931
Divorced
2
PhD
Self-Employed
29.651355
Suburban
Basic
1
6
394
6
2021-09-03 15:21:39.201446
Average
Yes
Monthly
House
871
22,604
43
Female
14,966
Divorced
0
High School
Employed
19.175549
Rural
Premium
3
0
834
5
2019-11-19 15:21:39.084065
Poor
Yes
Weekly
Condo
725
22,605
57
Male
11,244
Divorced
4
Master's
Self-Employed
16.039322
Suburban
Comprehensive
0
9
709
2
2022-10-07 15:21:39.123711
Good
Yes
Daily
Condo
767
22,606
57
Male
381
Divorced
3
Bachelor's
Unemployed
15.055061
Rural
Basic
null
4
744
3
2022-02-22 15:21:39.123645
Average
Yes
Weekly
House
722
22,607
30
Male
78,505
Divorced
1
Bachelor's
Employed
9.8146
Suburban
Premium
2
7
843
8
2019-12-10 15:21:39.197445
Good
Yes
Daily
Apartment
2,731
22,608
55
Female
null
Divorced
1
Master's
Employed
43.268893
Suburban
Comprehensive
0
13
527
9
2019-11-19 15:21:39.112553
Average
No
Daily
Apartment
4,919
22,609
60
Female
23,833
Married
3
PhD
null
26.819659
Suburban
Premium
null
7
514
7
2023-08-01 15:21:39.228521
Average
Yes
Daily
Apartment
912
22,610
28
Male
39,640
Single
0
Master's
Self-Employed
31.945754
Suburban
Premium
0
10
null
7
2020-12-27 15:21:39.204790
Average
No
Weekly
Condo
551
22,611
46
Male
2,359
Married
3
Master's
null
12.122903
Suburban
Basic
0
2
699
6
2021-06-23 15:21:39.265513
Good
Yes
Rarely
Condo
2,120
22,612
29
Female
44,732
Single
4
PhD
Unemployed
18.838433
Urban
Premium
null
13
803
5
2022-01-03 15:21:39.276901
Average
Yes
Weekly
Apartment
1,085
22,613
18
Male
34,652
Married
0
Bachelor's
Unemployed
50.837605
Urban
Basic
2
3
619
3
2021-03-31 15:21:39.206847
Poor
No
Monthly
Condo
381
22,614
44
Female
2,415
Divorced
3
Master's
Unemployed
null
Urban
Basic
0
16
581
3
2022-12-26 15:21:39.123711
Good
Yes
Rarely
Condo
34
22,615
56
Female
40,106
Married
4
High School
null
13.906942
Suburban
Comprehensive
null
12
359
8
2020-09-11 15:21:39.134960
Poor
No
Rarely
Apartment
585
22,616
49
Female
4,660
Single
2
Master's
Employed
26.638918
Rural
Basic
4
2
588
6
2022-05-03 15:21:39.155231
Good
Yes
Daily
Apartment
526
22,617
56
Male
73,564
Single
1
PhD
Unemployed
18.987067
Urban
Premium
0
4
453
5
2021-12-29 15:21:39.265513
Good
Yes
Rarely
House
2,892
22,618
46
Female
2,362
Divorced
0
High School
Self-Employed
50.849366
Rural
Basic
2
10
705
6
2024-08-11 15:21:39.147735
Good
No
Weekly
Apartment
2,094
22,619
63
Female
3,547
Divorced
null
High School
Employed
21.097785
Suburban
Basic
1
3
332
2
2022-06-15 15:21:39.237118
Poor
Yes
Daily
Apartment
871
22,620
38
Male
null
Single
0
PhD
Employed
34.916875
Urban
Basic
null
9
419
5
2023-12-31 15:21:39.134960
Good
Yes
Daily
House
725
22,621
56
Male
43,830
Single
4
PhD
Employed
30.907965
Urban
Basic
0
5
696
8
2022-03-17 15:21:39.134960
Good
Yes
Monthly
Condo
572
22,622
45
Male
39,474
Divorced
0
PhD
null
30.87821
Urban
Basic
0
2
703
5
2022-10-26 15:21:39.283783
Good
No
Weekly
Apartment
308
22,623
38
Female
39,741
Married
0
Bachelor's
null
24.955316
Rural
Basic
null
15
566
2
2024-05-20 15:21:39.226954
Average
Yes
Monthly
Condo
669
22,624
34
Female
23,453
Divorced
3
Master's
Unemployed
20.554592
Rural
Premium
2
4
660
2
2020-04-15 15:21:39.221386
Good
No
Rarely
Apartment
2,266
22,625
37
Female
17,174
Single
4
Bachelor's
Unemployed
39.527794
Urban
Basic
1
6
621
7
2023-11-02 15:21:39.180553
Good
Yes
Monthly
Condo
179
22,626
59
Female
20,492
Single
3
High School
Self-Employed
18.163988
Urban
Basic
0
0
322
2
2023-06-24 15:21:39.210805
null
Yes
Weekly
Condo
1,081
22,627
28
Female
2,748
Divorced
null
PhD
Employed
18.929944
Rural
Basic
1
10
742
9
2023-06-01 15:21:39.175719
Average
Yes
Rarely
House
2,786
22,628
32
Female
28,293
Single
null
PhD
null
38.794624
Rural
Basic
0
15
477
2
2022-04-14 15:21:39.134960
Average
Yes
Rarely
Condo
519
22,629
50
Female
15,997
Single
2
PhD
Employed
42.491919
Suburban
Basic
1
15
413
7
2020-12-10 15:21:39.221386
Poor
No
Daily
House
2,697
22,630
35
Female
7,982
Married
4
Master's
Self-Employed
29.66436
Suburban
Premium
1
13
645
7
2021-10-19 15:21:39.194829
Average
No
Weekly
House
645
22,631
40
Female
74,984
Married
2
Bachelor's
null
29.15975
Suburban
Comprehensive
1
10
567
1
2023-01-05 15:21:39.237118
Average
No
Weekly
Apartment
204
22,632
57
Male
148,105
Single
null
Master's
Self-Employed
28.69825
Rural
Premium
null
11
476
3
2022-02-03 15:21:39.228521
Average
Yes
Daily
Condo
105
22,633
41
Female
14,055
Married
4
Master's
Unemployed
18.647053
Suburban
Comprehensive
2
2
509
8
2022-07-12 15:21:39.281787
null
Yes
Monthly
Condo
891
22,634
18
Female
27,281
Married
4
PhD
null
30.834747
Urban
Comprehensive
null
13
527
8
2024-05-18 15:21:39.155231
Good
No
Monthly
House
904
22,635
48
Female
107,520
Single
null
Master's
Self-Employed
23.967428
Urban
Comprehensive
1
18
427
2
2022-08-13 15:21:39.080440
Poor
Yes
Rarely
Condo
336
22,636
49
Female
1,028
Married
4
PhD
Unemployed
22.243546
Suburban
Basic
1
6
595
6
2019-10-22 15:21:39.237118
null
No
Rarely
House
1,134
22,637
47
Female
61,840
Single
3
Master's
Unemployed
51.849036
Urban
Comprehensive
0
4
791
5
2024-03-17 15:21:39.261856
Good
No
Monthly
Apartment
661
22,638
38
Male
30,286
Married
3
Master's
Unemployed
26.096805
Rural
Premium
0
16
765
6
2020-05-12 15:21:39.288099
Good
Yes
Weekly
Apartment
439
22,639
37
Male
131,815
Divorced
4
High School
null
46.539287
Suburban
Comprehensive
0
4
null
2
2019-10-11 15:21:39.204790
Average
Yes
Weekly
Condo
2,446
22,640
51
Male
null
Single
4
Master's
Employed
26.539691
Rural
Basic
null
5
776
9
2020-04-19 15:21:39.134960
Poor
No
Rarely
House
86
22,641
41
Female
65,971
Divorced
1
Master's
Unemployed
12.091915
Suburban
Comprehensive
1
2
765
4
2020-01-21 15:21:39.185215
Poor
Yes
Monthly
House
110
22,642
52
Male
8,054
Divorced
0
PhD
Employed
22.184042
Suburban
Premium
0
3
711
4
2020-12-12 15:21:39.214388
Good
Yes
Weekly
Apartment
928
22,643
58
Female
26,259
Single
2
Master's
Unemployed
12.781321
Rural
Basic
1
12
454
6
2024-02-09 15:21:39.289099
Poor
Yes
Monthly
Apartment
823
22,644
33
Male
4,412
Married
1
PhD
Employed
11.838689
Rural
Premium
2
13
792
5
2023-03-03 15:21:39.118178
Average
No
Rarely
House
2,917
22,645
60
Male
23,691
Single
2
Bachelor's
null
41.936157
Suburban
Basic
3
0
null
8
2020-11-18 15:21:39.099739
Poor
No
Monthly
House
702
22,646
55
Male
71,136
Divorced
2
Bachelor's
Unemployed
40.878311
Rural
Basic
1
4
749
8
2022-06-06 15:21:39.097737
Average
Yes
Monthly
Condo
369
22,647
29
Male
49,746
null
4
Bachelor's
Employed
36.6484
Suburban
Comprehensive
null
6
823
7
2020-08-12 15:21:39.265513
Good
No
Monthly
Condo
76
22,648
58
Female
5,570
Single
1
Master's
Self-Employed
16.428548
Rural
Comprehensive
0
11
470
3
2023-09-18 15:21:39.107553
Good
Yes
Rarely
House
531
22,649
34
Male
29,092
Married
3
Master's
Unemployed
18.817678
Rural
Comprehensive
1
18
846
6
2024-02-22 15:21:39.281787
Poor
Yes
Daily
House
589
22,650
37
Female
17,983
Married
4
High School
Self-Employed
28.917158
Rural
Premium
null
3
452
2
2022-08-28 15:21:39.226954
Poor
No
Rarely
House
1,431
22,651
55
Female
142,783
Married
1
Bachelor's
Employed
36.338544
Suburban
Basic
2
9
305
3
2023-01-13 15:21:39.122134
Average
No
Weekly
Condo
1,381
22,652
36
Female
18,096
Divorced
2
Master's
null
23.829303
Rural
Comprehensive
1
5
516
3
2021-01-08 15:21:39.149731
Good
Yes
Daily
Condo
1,883
22,653
37
Female
35,017
Single
null
High School
Unemployed
42.582868
Suburban
Basic
null
3
758
4
2022-12-23 15:21:39.155231
Poor
No
Rarely
Condo
1,673
22,654
62
Female
6,857
Single
null
High School
Employed
8.472415
Urban
Basic
1
5
349
3
2024-05-04 15:21:39.143708
null
Yes
Monthly
Condo
805
22,655
54
Male
45,425
Single
0
Bachelor's
Unemployed
null
Suburban
Basic
1
2
null
6
2022-08-19 15:21:39.237118
Average
No
Monthly
Apartment
1,876
22,656
28
Female
82,897
Divorced
null
Master's
Unemployed
13.358769
Rural
Basic
1
17
304
3
2023-01-12 15:21:39.111551
Average
No
Rarely
Condo
2,568
22,657
25
Female
24,882
Married
1
Bachelor's
null
18.804025
Suburban
Basic
null
16
662
1
2023-06-22 15:21:39.247098
Good
Yes
Weekly
House
703
22,658
60
Male
15,897
Single
4
PhD
Unemployed
51.924608
Suburban
Basic
null
14
463
2
2020-09-15 15:21:39.134960
Poor
No
Daily
House
818
22,659
36
Female
26,261
Divorced
3
High School
Employed
14.8462
Rural
Premium
0
16
849
3
2020-01-30 15:21:39.244069
Average
Yes
Daily
House
434
22,660
48
Female
43,150
Divorced
1
Master's
null
21.711347
Urban
Basic
1
5
583
9
2020-04-25 15:21:39.152732
Average
Yes
Weekly
Condo
2,848
22,661
43
Female
4,645
Married
0
PhD
Self-Employed
11.919819
Urban
Premium
2
3
635
8
2022-04-15 15:21:39.272456
Poor
No
Monthly
Condo
646
22,662
30
Female
109,466
Divorced
1
High School
Unemployed
42.341521
Rural
Basic
2
15
612
6
2024-02-04 15:21:39.132191
Good
No
Rarely
House
262
22,663
null
Female
15,480
Single
0
PhD
null
16.80368
Rural
Basic
null
0
539
2
2022-01-20 15:21:39.134960
Average
Yes
Weekly
House
568
22,664
55
Male
14,071
Divorced
1
Bachelor's
null
31.99645
Rural
Basic
null
10
null
1
2019-10-21 15:21:39.106582
Poor
No
Weekly
Apartment
923
22,665
28
Female
114,610
Divorced
4
Bachelor's
Self-Employed
15.937257
Suburban
Basic
null
10
371
1
2023-05-19 15:21:39.237118
Good
No
Monthly
Apartment
709
22,666
53
Male
6,819
Divorced
null
Bachelor's
null
13.483621
Rural
Basic
1
19
null
5
2020-07-01 15:21:39.089116
Good
Yes
Daily
Apartment
4,029
22,667
53
Male
17,096
Divorced
2
High School
null
30.058726
Urban
Premium
2
12
665
3
2022-04-26 15:21:39.177724
Poor
Yes
Monthly
House
1,086
22,668
36
Female
43,827
Divorced
3
PhD
Self-Employed
31.746219
Rural
Premium
null
6
767
9
2021-02-21 15:21:39.134960
Average
No
Daily
House
557
22,669
40
Male
63,459
Married
4
Master's
Employed
22.134851
Urban
Basic
4
15
451
4
2021-05-28 15:21:39.116179
Good
Yes
Monthly
Condo
3,024
22,670
23
Female
39,711
Single
0
Master's
null
37.869367
Rural
Comprehensive
1
8
635
8
2023-03-16 15:21:39.192212
Average
Yes
Weekly
Apartment
1,762
22,671
23
Male
811
Single
null
High School
Self-Employed
21.073214
Urban
Basic
0
11
431
7
2020-01-06 15:21:39.085129
Poor
Yes
Monthly
Condo
54
22,672
21
Male
28,699
Married
1
PhD
Unemployed
25.859761
Urban
Basic
0
17
670
1
2022-11-17 15:21:39.276901
Average
Yes
Weekly
Apartment
681
22,673
28
Female
2,065
Single
2
PhD
Unemployed
null
Rural
Premium
3
10
null
1
2019-10-22 15:21:39.155231
Poor
No
Rarely
Condo
1,069
22,674
64
Male
5,730
Single
1
High School
null
25.161637
Rural
Comprehensive
1
12
511
3
2024-01-23 15:21:39.155231
Good
No
Weekly
Apartment
745
22,675
48
Female
3,849
Married
3
Bachelor's
Employed
36.790952
Rural
Premium
2
18
602
3
2019-12-22 15:21:39.094752
Poor
Yes
Daily
House
907
22,676
33
Female
24,677
Married
3
PhD
Self-Employed
27.14543
Urban
Comprehensive
null
17
837
1
2022-10-06 15:21:39.152732
Poor
Yes
Daily
House
614
22,677
51
Female
40,761
Married
3
PhD
Unemployed
13.29216
Suburban
Premium
0
17
779
6
2024-04-11 15:21:39.155231
Good
No
Weekly
Apartment
2,439
22,678
30
Female
46,124
Single
3
Master's
Self-Employed
30.693776
Rural
Premium
2
0
565
9
2021-05-08 15:21:39.134960
Good
Yes
Rarely
House
788
22,679
36
Female
56,036
Married
3
PhD
Self-Employed
20.782825
Rural
Comprehensive
1
18
617
8
2020-07-13 15:21:39.184157
Good
Yes
Rarely
Apartment
112
22,680
63
Female
1,589
Divorced
4
PhD
Unemployed
16.464916
Suburban
Premium
null
12
744
4
2023-12-14 15:21:39.168099
null
No
Weekly
Apartment
33
22,681
35
Male
91,278
Married
2
Bachelor's
null
36.716827
Urban
Basic
3
15
835
4
2023-02-03 15:21:39.274993
Average
No
Rarely
House
133
22,682
42
Male
6,966
Divorced
2
High School
Unemployed
39.019213
Suburban
Premium
0
15
510
4
2020-03-22 15:21:39.122134
Poor
No
Rarely
House
1,166
22,683
25
Female
107,786
null
1
Master's
Self-Employed
13.244576
Suburban
Comprehensive
1
11
null
9
2024-04-08 15:21:39.237118
null
Yes
Weekly
Condo
1,404
22,684
29
Male
null
null
4
Bachelor's
Self-Employed
11.719101
Rural
Basic
2
3
null
2
2019-11-24 15:21:39.237118
Poor
Yes
Monthly
House
885
22,685
40
Female
null
Married
2
Bachelor's
Self-Employed
17.858427
Urban
Comprehensive
null
9
547
7
2020-01-17 15:21:39.155231
Average
Yes
Monthly
House
397
22,686
33
Female
7,091
Single
4
Master's
Self-Employed
27.881655
Rural
Comprehensive
3
16
459
8
2021-07-17 15:21:39.084065
Poor
No
Daily
Condo
45
22,687
57
Female
85,576
Married
4
Bachelor's
Employed
18.419988
Urban
Basic
0
0
431
2
2019-11-24 15:21:39.237118
Poor
No
Weekly
Apartment
1,781
22,688
43
Female
7,396
Divorced
1
PhD
null
13.656773
Urban
Premium
0
14
681
7
2022-07-18 15:21:39.116179
Average
Yes
Rarely
Apartment
456
22,689
45
Male
1,333
Divorced
null
Bachelor's
Self-Employed
19.918583
Urban
Basic
3
4
518
3
2021-09-13 15:21:39.192212
Poor
No
Monthly
Apartment
513
22,690
45
Male
22,393
Divorced
1
Master's
null
35.009518
Suburban
Premium
1
16
558
7
2022-11-12 15:21:39.101733
Average
No
Weekly
Condo
714
22,691
58
Male
28,561
Divorced
0
Master's
null
19.093768
Suburban
Premium
0
15
621
4
2024-06-13 15:21:39.154008
Poor
No
Weekly
Condo
1,242
22,692
48
Male
42,401
Single
4
PhD
Employed
3.567764
Rural
Basic
2
13
329
9
2021-09-30 15:21:39.112553
Average
Yes
Daily
Condo
522
22,693
24
Female
37,407
Divorced
null
Master's
Unemployed
37.726929
Rural
Basic
2
12
766
4
2022-04-20 15:21:39.185215
Poor
Yes
Daily
House
805
22,694
43
Male
36,118
Married
4
Master's
Employed
44.637491
Urban
Premium
null
0
629
1
2023-10-24 15:21:39.134960
Good
No
Rarely
House
397
22,695
33
Female
3,537
Married
3
Master's
Employed
27.7929
Urban
Comprehensive
1
19
602
7
2019-09-13 15:21:39.106582
Average
Yes
Daily
House
1,720
22,696
25
Female
15,380
Single
4
PhD
Unemployed
27.757635
Rural
Premium
3
0
604
2
2022-07-01 15:21:39.218388
Average
No
Daily
Apartment
2,665
22,697
46
Male
4,825
Single
null
High School
Self-Employed
null
Urban
Comprehensive
0
15
535
5
2020-04-11 15:21:39.261856
Poor
No
Daily
Condo
627
22,698
51
Male
4,820
Single
1
Bachelor's
null
35.052534
Rural
Basic
1
11
816
3
2019-09-14 15:21:39.134960
Average
No
Weekly
Condo
3,153
22,699
48
Female
14,082
Single
2
High School
null
17.979606
Suburban
Premium
1
10
792
3
2023-07-20 15:21:39.134960
Good
No
Weekly
Condo
20