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
1,198,500
61
Female
25,982
Single
0
Master's
Unemployed
46.152929
Urban
Comprehensive
null
6
661
8
2022-03-23 15:21:39.276901
null
Yes
Daily
House
2,512
1,198,501
62
Female
30,611
Married
4
PhD
null
24.858596
Urban
Premium
null
5
745
8
2023-07-29 15:21:39.285112
Good
Yes
Monthly
Apartment
582
1,198,502
47
Female
92,640
Divorced
4
Master's
Self-Employed
3.452539
Urban
Comprehensive
0
1
775
9
2022-06-01 15:21:39.143708
Good
No
Daily
Apartment
170
1,198,503
49
Female
57,432
Divorced
2
PhD
Self-Employed
39.529548
Rural
Comprehensive
0
5
491
2
2024-03-30 15:21:39.175719
Poor
Yes
Rarely
Condo
3,111
1,198,504
64
Female
35,893
Single
null
Bachelor's
Employed
12.50796
Suburban
Basic
0
5
null
5
2022-11-29 15:21:39.246098
Poor
No
Weekly
Apartment
2,866
1,198,505
36
Female
32,382
Single
1
Bachelor's
null
30.937957
Rural
Comprehensive
null
5
565
9
2022-08-19 15:21:39.134960
Average
Yes
Rarely
House
642
1,198,506
57
Male
9,056
Divorced
3
PhD
Self-Employed
30.564938
Urban
Comprehensive
null
0
null
7
2020-10-15 15:21:39.237118
Poor
No
Monthly
Condo
705
1,198,507
32
Female
45,149
Divorced
1
PhD
Unemployed
8.989512
Rural
Basic
0
13
696
1
2022-08-04 15:21:39.232526
Poor
Yes
Weekly
House
1,266
1,198,508
20
Male
1,614
Single
4
Master's
Employed
37.715889
Rural
Comprehensive
1
2
602
4
2020-06-30 15:21:39.254678
Average
Yes
Monthly
Apartment
34
1,198,509
36
Female
1,010
Married
0
PhD
Employed
null
Suburban
Comprehensive
null
16
705
6
2023-07-13 15:21:39.170099
Average
Yes
Weekly
Condo
1,878
1,198,510
46
Female
7,061
Married
2
High School
Self-Employed
26.844655
Rural
Premium
0
9
571
4
2022-01-21 15:21:39.084065
Good
No
Rarely
House
28
1,198,511
39
Female
29,076
Divorced
2
High School
Employed
16.926442
Urban
Premium
null
10
null
5
2020-09-27 15:21:39.134960
Poor
No
Weekly
House
466
1,198,512
41
Male
2,473
Divorced
2
Bachelor's
Self-Employed
17.395826
Urban
Basic
0
2
404
5
2024-02-02 15:21:39.211806
Good
Yes
Monthly
Apartment
2,359
1,198,513
60
Male
93,961
Single
1
Bachelor's
Self-Employed
null
Rural
Comprehensive
0
9
491
2
2024-01-02 15:21:39.106582
Poor
Yes
Weekly
Apartment
797
1,198,514
58
Female
58,145
Divorced
4
Bachelor's
null
19.0872
Rural
Premium
0
8
353
5
2020-09-09 15:21:39.134960
Poor
No
Monthly
Apartment
227
1,198,515
61
Male
39,681
Divorced
3
High School
null
9.151897
Rural
Basic
null
16
774
7
2023-10-31 15:21:39.186212
Poor
No
Weekly
Apartment
963
1,198,516
53
Female
3,488
Married
null
PhD
Self-Employed
8.477922
Suburban
Comprehensive
0
4
718
5
2021-05-10 15:21:39.093681
Poor
Yes
Monthly
Condo
393
1,198,517
37
Female
27,401
Married
0
PhD
null
10.126902
Suburban
Premium
null
17
838
9
2023-10-16 15:21:39.192212
Good
Yes
Rarely
Apartment
1,568
1,198,518
27
Female
34
Single
3
Bachelor's
Unemployed
11.244878
Rural
Comprehensive
null
3
442
4
2021-04-03 15:21:39.270454
null
Yes
Weekly
Condo
282
1,198,519
47
Male
24,791
Divorced
2
PhD
null
null
Urban
Basic
0
8
467
1
2023-05-13 15:21:39.173834
Good
No
Daily
Condo
942
1,198,520
55
Female
1,044
Married
4
Master's
null
20.981179
Urban
Comprehensive
null
11
null
7
2021-01-24 15:21:39.175719
Average
Yes
Weekly
Condo
20
1,198,521
34
Male
8,843
null
4
High School
Employed
35.995835
Rural
Comprehensive
0
7
null
4
2023-06-18 15:21:39.206847
Average
Yes
Rarely
Apartment
1,266
1,198,522
62
Male
52,497
Single
4
Bachelor's
Unemployed
30.159614
Urban
Comprehensive
0
16
727
9
2020-03-23 15:21:39.286113
null
No
Daily
Condo
191
1,198,523
27
Female
7,958
Single
4
Master's
Self-Employed
16.891809
Suburban
Premium
0
9
594
4
2021-03-24 15:21:39.188220
Poor
Yes
Rarely
Condo
27
1,198,524
35
Male
4,862
Divorced
3
PhD
Employed
null
Suburban
Basic
1
8
null
4
2021-02-12 15:21:39.134960
Average
No
Weekly
Condo
732
1,198,525
63
Male
126,033
Married
3
Master's
Unemployed
7.865153
Rural
Basic
4
1
477
1
2021-07-05 15:21:39.257696
Average
No
Rarely
Apartment
2,847
1,198,526
38
Female
4,568
Divorced
3
High School
null
11.039204
Urban
Comprehensive
1
5
502
3
2023-05-21 15:21:39.083497
Good
Yes
Monthly
House
115
1,198,527
24
Male
44,551
Divorced
0
Master's
Self-Employed
13.743806
Suburban
Basic
1
6
532
8
2023-07-16 15:21:39.081504
Average
No
Weekly
House
1,089
1,198,528
53
Male
3,647
Divorced
1
Bachelor's
Employed
6.914368
Urban
Basic
1
14
558
8
2022-11-12 15:21:39.273973
Good
No
Weekly
Apartment
2,155
1,198,529
39
Male
19,753
Married
4
High School
Employed
26.936108
Urban
Premium
null
16
null
1
2021-07-05 15:21:39.172097
Average
Yes
Monthly
Apartment
2,223
1,198,530
null
Female
59,490
Married
null
High School
Self-Employed
43.673949
Urban
Comprehensive
3
3
788
2
2022-04-17 15:21:39.122134
null
No
Daily
Condo
489
1,198,531
30
Female
60,581
Single
null
Master's
Unemployed
null
Urban
Comprehensive
1
3
615
8
2022-10-08 15:21:39.221386
null
No
Weekly
House
809
1,198,532
47
Male
90,771
Married
0
PhD
null
45.26282
Urban
Basic
null
2
438
7
2020-03-17 15:21:39.155231
Good
No
Monthly
House
666
1,198,533
56
Female
53,945
Divorced
4
High School
Unemployed
16.673787
Urban
Comprehensive
null
15
336
1
2020-04-11 15:21:39.259788
Poor
No
Monthly
Apartment
37
1,198,534
18
Female
10,185
Single
1
Master's
Unemployed
43.927727
Suburban
Basic
0
3
782
2
2024-07-29 15:21:39.223901
Average
No
Monthly
House
840
1,198,535
53
Male
15,987
Divorced
3
Bachelor's
Unemployed
10.671583
Suburban
Comprehensive
null
14
832
7
2021-12-05 15:21:39.134960
Poor
Yes
Rarely
Apartment
1,505
1,198,536
61
Female
57,221
Married
0
Bachelor's
Self-Employed
10.002391
Urban
Basic
0
9
521
6
2021-06-10 15:21:39.134960
Good
No
Weekly
Apartment
108
1,198,537
55
Female
67,041
Married
4
High School
Employed
45.724584
Rural
Comprehensive
2
15
null
8
2024-04-26 15:21:39.278402
Good
Yes
Daily
House
326
1,198,538
26
Male
17,159
Divorced
0
PhD
Self-Employed
29.567854
Urban
Comprehensive
0
7
395
2
2024-03-28 15:21:39.102694
Poor
Yes
Weekly
Condo
2,887
1,198,539
22
Male
1,274
Married
4
High School
Unemployed
21.988896
Urban
Basic
0
19
null
3
2021-03-09 15:21:39.179186
Good
No
Rarely
House
169
1,198,540
40
Male
57,717
Single
4
High School
Self-Employed
25.616837
Suburban
Comprehensive
2
1
468
9
2019-12-15 15:21:39.176717
Average
Yes
Monthly
House
1,418
1,198,541
24
Male
1,017
Divorced
0
Master's
null
36.556539
Rural
Premium
3
3
683
3
2020-01-08 15:21:39.267454
Poor
No
Daily
House
604
1,198,542
57
Female
16,646
Single
3
High School
null
35.117225
Suburban
Comprehensive
null
13
711
7
2021-06-03 15:21:39.155231
Average
No
Monthly
Condo
1,314
1,198,543
36
Male
73,099
Divorced
4
High School
Unemployed
39.263919
Urban
Premium
0
12
403
2
2022-10-07 15:21:39.273973
Poor
Yes
Rarely
House
839
1,198,544
48
Female
54,208
Single
2
PhD
Employed
42.131585
Rural
Basic
null
3
442
1
2019-09-06 15:21:39.133866
Poor
Yes
Monthly
House
143
1,198,545
58
Male
40,802
Divorced
4
Master's
Self-Employed
12.874389
Rural
Premium
1
7
705
5
2023-04-11 15:21:39.092127
Good
No
Daily
Apartment
945
1,198,546
54
Male
2,667
Married
2
High School
null
15.859755
Urban
Basic
0
6
784
2
2024-02-08 15:21:39.155231
null
No
Weekly
Condo
1,174
1,198,547
19
Male
19,150
Married
1
Bachelor's
null
16.534976
Urban
Basic
null
14
778
8
2020-07-03 15:21:39.247098
Good
Yes
Daily
House
1,090
1,198,548
33
Female
6,831
Divorced
1
Bachelor's
Unemployed
15.086196
Rural
Premium
1
19
628
8
2023-10-16 15:21:39.196387
Average
Yes
Monthly
Condo
1,646
1,198,549
58
Female
40,593
Married
null
Bachelor's
Self-Employed
37.691517
Rural
Basic
null
6
569
4
2024-01-03 15:21:39.247098
Average
Yes
Monthly
Apartment
538
1,198,550
25
Female
96,936
Single
4
PhD
Unemployed
14.182301
Suburban
Comprehensive
0
2
336
5
2023-05-05 15:21:39.246098
Poor
Yes
Rarely
Condo
645
1,198,551
40
Male
89
Single
2
High School
Self-Employed
26.633641
Suburban
Basic
null
2
590
4
2024-01-10 15:21:39.102694
Poor
Yes
Daily
Condo
682
1,198,552
47
Male
94,428
Married
3
PhD
Employed
26.492835
Urban
Basic
1
1
394
8
2021-06-15 15:21:39.134960
Poor
No
Weekly
Condo
1,076
1,198,553
60
Male
20,897
Divorced
3
Master's
null
25.979456
Urban
Premium
0
8
468
7
2020-02-25 15:21:39.112553
Poor
Yes
Monthly
Condo
33
1,198,554
49
Female
15,507
Divorced
1
Bachelor's
Employed
20.096671
Urban
Premium
1
19
506
2
2022-06-27 15:21:39.155231
Average
No
Monthly
Condo
681
1,198,555
45
Female
14,969
Married
3
PhD
Unemployed
28.681921
Suburban
Premium
0
14
719
2
2023-12-17 15:21:39.164044
Poor
Yes
Rarely
Apartment
174
1,198,556
26
Male
3,575
Divorced
1
High School
Employed
null
Urban
Basic
1
3
668
5
2024-01-09 15:21:39.202448
Good
Yes
Weekly
House
2,552
1,198,557
29
Male
23,755
Single
0
High School
null
33.485598
Urban
Comprehensive
0
10
null
6
2023-06-02 15:21:39.176717
Poor
Yes
Weekly
Apartment
945
1,198,558
42
Male
924
Married
null
Bachelor's
Self-Employed
36.923831
Rural
Comprehensive
1
10
507
3
2024-06-22 15:21:39.188220
Good
No
Daily
House
509
1,198,559
29
Male
3,860
Divorced
1
Bachelor's
null
23.234413
Rural
Comprehensive
2
1
829
1
2024-01-05 15:21:39.237118
Good
Yes
Monthly
House
817
1,198,560
53
Female
15,983
Single
0
PhD
Employed
26.908807
Urban
Comprehensive
null
0
641
6
2021-02-05 15:21:39.231531
Good
No
Weekly
Apartment
693
1,198,561
64
Male
25,554
Divorced
3
High School
Employed
16.865992
Urban
Comprehensive
null
0
null
4
2020-10-09 15:21:39.130190
Good
No
Daily
House
2,197
1,198,562
56
Male
31,002
Divorced
3
Master's
Unemployed
30.849629
Urban
Comprehensive
1
10
811
5
2020-09-11 15:21:39.134960
Average
No
Monthly
House
532
1,198,563
62
Male
6,905
Divorced
0
High School
Unemployed
25.079795
Suburban
Comprehensive
0
17
439
8
2024-07-15 15:21:39.261856
Good
Yes
Daily
House
1,738
1,198,564
57
Female
10,959
Married
3
High School
Employed
4.666743
Suburban
Basic
0
13
null
7
2023-06-02 15:21:39.269494
Good
Yes
Monthly
Apartment
403
1,198,565
25
Male
49,738
Single
4
PhD
null
47.123665
Rural
Premium
0
2
651
1
2021-04-27 15:21:39.155231
null
Yes
Daily
Condo
362
1,198,566
55
Male
80,170
Divorced
1
PhD
Unemployed
23.229951
Rural
Basic
1
11
null
3
2019-08-31 15:21:39.144722
Poor
Yes
Rarely
Apartment
35
1,198,567
52
Male
45,041
Single
4
PhD
null
31.122402
Urban
Basic
3
17
null
1
2022-07-11 15:21:39.176717
Good
Yes
Daily
Apartment
506
1,198,568
55
Female
26,296
Married
0
High School
Unemployed
14.887522
Rural
Basic
0
8
471
2
2022-07-20 15:21:39.187211
Poor
No
Weekly
House
775
1,198,569
44
Male
14,036
Single
3
High School
Self-Employed
10.024714
Urban
Basic
0
17
713
6
2019-12-04 15:21:39.237118
Average
No
Monthly
Apartment
1,853
1,198,570
43
Female
6,862
Divorced
1
Master's
Self-Employed
12.92316
Rural
Comprehensive
0
0
781
5
2022-11-23 15:21:39.211806
Good
Yes
Rarely
House
404
1,198,571
55
Male
88,559
Single
3
PhD
Unemployed
29.365521
Rural
Comprehensive
null
8
null
1
2021-10-04 15:21:39.186212
Good
Yes
Rarely
Condo
72
1,198,572
54
Male
11,212
Single
3
Bachelor's
Self-Employed
19.087104
Urban
Premium
null
17
486
4
2021-03-06 15:21:39.149731
Poor
Yes
Monthly
Condo
715
1,198,573
45
Male
18,103
Married
2
High School
null
17.882153
Rural
Comprehensive
null
19
653
7
2022-05-30 15:21:39.114118
Poor
No
Weekly
Condo
581
1,198,574
21
Male
34,309
Single
3
Master's
Employed
27.923369
Rural
Comprehensive
null
8
779
2
2023-01-25 15:21:39.248098
Poor
No
Weekly
House
484
1,198,575
51
Female
6,966
Divorced
0
Bachelor's
null
12.417856
Suburban
Basic
0
12
471
9
2023-06-24 15:21:39.278180
Good
Yes
Monthly
Condo
1,354
1,198,576
51
Female
5,071
Divorced
4
Master's
null
17.526788
Rural
Comprehensive
1
9
642
8
2020-03-20 15:21:39.174719
Good
No
Weekly
Apartment
1,155
1,198,577
32
Male
618
Divorced
0
Master's
Unemployed
24.749774
Suburban
Premium
null
2
539
9
2024-05-09 15:21:39.096739
Good
No
Daily
Apartment
141
1,198,578
50
Male
43,905
Married
2
Bachelor's
Employed
39.140129
Urban
Basic
1
15
466
5
2021-02-05 15:21:39.285112
Average
No
Monthly
House
3,973
1,198,579
48
Female
3,259
Single
1
Master's
Unemployed
31.501967
Urban
Comprehensive
1
16
826
3
2021-03-14 15:21:39.107553
null
No
Rarely
Condo
382
1,198,580
43
Male
2,889
Divorced
0
Bachelor's
Unemployed
50.593335
Urban
Basic
1
6
699
8
2024-08-10 15:21:39.220389
Good
No
Daily
House
2,105
1,198,581
61
Female
41,420
Single
3
High School
null
37.716776
Suburban
Basic
null
12
712
2
2024-04-27 15:21:39.237118
Good
No
Daily
House
790
1,198,582
26
Male
26,589
Single
1
Master's
Self-Employed
38.585062
Rural
Basic
null
14
642
9
2022-05-26 15:21:39.268507
Poor
Yes
Rarely
House
1,730
1,198,583
48
Male
60,477
Single
0
PhD
null
19.813278
Urban
Basic
0
7
544
4
2024-07-20 15:21:39.088124
Good
No
Weekly
Condo
134
1,198,584
46
Female
2,492
Married
3
PhD
null
32.711892
Rural
Comprehensive
1
0
745
9
2022-02-20 15:21:39.155231
Poor
Yes
Rarely
House
2,091
1,198,585
51
Male
35,122
Single
3
High School
Self-Employed
11.82889
Rural
Comprehensive
1
18
696
1
2020-04-27 15:21:39.278402
Poor
Yes
Rarely
Condo
1,062
1,198,586
60
Female
31,641
Married
3
PhD
Self-Employed
21.71114
Urban
Basic
1
11
null
4
2021-11-06 15:21:39.085129
Average
No
Monthly
Condo
100
1,198,587
63
Male
87,786
Married
2
High School
null
36.086259
Rural
Comprehensive
null
5
766
6
2019-09-19 15:21:39.188220
Average
No
Weekly
Apartment
2,562
1,198,588
42
Female
814
Married
2
Master's
Employed
21.869364
Rural
Basic
1
5
685
3
2023-03-13 15:21:39.134960
Good
Yes
Monthly
House
2,318
1,198,589
58
Male
44,167
Divorced
3
Bachelor's
null
6.58751
Suburban
Basic
1
8
516
2
2024-06-26 15:21:39.145732
Poor
No
Monthly
Apartment
716
1,198,590
43
Male
24,366
Single
2
Master's
Self-Employed
21.071408
Suburban
Basic
1
19
730
3
2019-12-09 15:21:39.125660
Average
Yes
Daily
House
703
1,198,591
54
Male
362
Single
2
Master's
Unemployed
14.596476
Suburban
Comprehensive
null
11
683
3
2019-09-06 15:21:39.126661
Average
Yes
Monthly
Condo
482
1,198,592
34
Male
51,901
Single
1
High School
Employed
23.859596
Urban
Basic
3
11
329
9
2020-08-07 15:21:39.125660
Poor
Yes
Monthly
Apartment
668
1,198,593
25
Female
126,934
Single
1
High School
Employed
27.09949
Suburban
Basic
2
14
454
5
2020-12-10 15:21:39.150730
Poor
Yes
Daily
Condo
561
1,198,594
34
Female
5,737
Married
4
Master's
Employed
39.865416
Rural
Premium
null
0
844
3
2019-11-19 15:21:39.206847
Average
Yes
Daily
Condo
1,636
1,198,595
38
Female
6,098
Married
2
Master's
null
44.398471
Urban
Comprehensive
0
8
437
7
2022-04-18 15:21:39.126661
Poor
No
Monthly
Apartment
792
1,198,596
49
Male
18,114
Divorced
4
Master's
Unemployed
31.783936
Urban
Basic
1
14
815
7
2020-02-08 15:21:39.217387
Average
No
Rarely
Apartment
1,242
1,198,597
57
Male
27,983
Married
1
PhD
Self-Employed
4.6114
Rural
Comprehensive
0
4
692
1
2020-05-01 15:21:39.119168
Good
No
Rarely
Apartment
362
1,198,598
39
Male
48,527
Married
4
High School
Unemployed
38.813593
Rural
Basic
2
15
null
3
2022-09-05 15:21:39.164044
Good
Yes
Weekly
Apartment
3,263
1,198,599
52
Male
45,904
Single
0
High School
Employed
14.381679
Suburban
Premium
0
19
null
9
2023-05-17 15:21:39.180553
Poor
No
Rarely
Condo
1,615