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
1,167,500
24
Male
56,423
Divorced
3
Master's
Unemployed
16.681916
Suburban
Comprehensive
null
8
364
5
2021-03-14 15:21:39.155231
Poor
Yes
Weekly
Apartment
485
1,167,501
null
Female
11,567
Single
null
High School
Employed
25.543504
Urban
Premium
0
19
598
9
2024-07-04 15:21:39.121169
Good
Yes
Monthly
House
566
1,167,502
48
Male
45,969
Married
4
PhD
Self-Employed
10.793901
Rural
Premium
null
19
704
9
2020-12-08 15:21:39.196387
Good
Yes
Weekly
Apartment
1,231
1,167,503
43
Male
17,092
Single
2
Bachelor's
Unemployed
40.874669
Rural
Premium
null
6
587
2
2021-07-02 15:21:39.155231
Good
No
Weekly
Apartment
1,839
1,167,504
null
Female
31,889
Single
0
Bachelor's
Unemployed
18.638592
Suburban
Basic
null
12
null
8
2024-01-31 15:21:39.079128
Poor
Yes
Weekly
Apartment
1,329
1,167,505
29
Male
69,919
null
2
Bachelor's
Self-Employed
8.387689
Suburban
Comprehensive
0
12
724
9
2019-10-05 15:21:39.176717
Poor
No
Rarely
Condo
3,042
1,167,506
35
Female
11,590
Single
0
Master's
null
14.555559
Rural
Comprehensive
null
2
367
1
2023-01-16 15:21:39.155231
Good
Yes
Daily
Apartment
703
1,167,507
34
Male
5,689
Single
2
Master's
Self-Employed
10.138656
Urban
Comprehensive
null
12
null
2
2019-09-13 15:21:39.087123
Poor
Yes
Daily
Condo
2,058
1,167,508
46
Male
5,719
Divorced
1
Master's
null
25.724783
Suburban
Basic
null
12
null
1
2022-07-29 15:21:39.121169
Average
No
Rarely
Apartment
843
1,167,509
18
Male
29,190
Married
0
PhD
null
32.172645
Rural
Comprehensive
null
9
687
9
2020-06-07 15:21:39.224915
Good
No
Daily
Condo
523
1,167,510
46
Female
2,840
Divorced
0
High School
Unemployed
12.746337
Suburban
Comprehensive
null
14
827
4
2023-02-03 15:21:39.237118
Poor
Yes
Monthly
Apartment
34
1,167,511
20
Male
20,275
Single
1
Bachelor's
null
33.17457
Urban
Comprehensive
2
19
null
8
2022-12-29 15:21:39.106582
Good
No
Weekly
House
577
1,167,512
19
Female
14,072
Married
4
High School
Self-Employed
21.636881
Suburban
Basic
0
18
null
6
2024-05-13 15:21:39.092127
Poor
Yes
Daily
Apartment
586
1,167,513
39
Male
567
Divorced
0
Bachelor's
Employed
39.9793
Rural
Premium
2
11
566
2
2020-07-10 15:21:39.123711
Good
No
Rarely
House
1,821
1,167,514
26
Female
143,500
Single
4
Master's
Unemployed
null
Rural
Basic
0
15
495
1
2023-08-06 15:21:39.149731
Poor
No
Weekly
House
903
1,167,515
27
Male
79,697
Married
1
Bachelor's
null
30.59202
Rural
Premium
null
9
728
2
2023-01-21 15:21:39.155231
Average
Yes
Daily
Apartment
159
1,167,516
38
Female
37,428
Single
null
Bachelor's
null
15.957457
Rural
Basic
null
1
342
7
2024-01-10 15:21:39.273454
Average
No
Rarely
Condo
1,557
1,167,517
42
Female
5,908
Single
2
High School
Employed
28.874694
Urban
Comprehensive
1
14
511
2
2023-09-09 15:21:39.155231
Poor
Yes
Weekly
House
546
1,167,518
51
Male
29,892
Single
4
PhD
Self-Employed
27.71631
Rural
Premium
1
1
522
9
2020-05-18 15:21:39.271453
Poor
No
Rarely
House
1,132
1,167,519
42
Female
null
Married
4
Bachelor's
null
9.152728
Suburban
Premium
3
8
null
4
2021-08-01 15:21:39.181605
Average
Yes
Daily
Condo
118
1,167,520
40
Female
23,285
Single
4
PhD
null
30.01893
Rural
Comprehensive
null
0
441
4
2024-04-27 15:21:39.231531
Poor
No
Monthly
House
964
1,167,521
35
Female
28,982
Single
4
High School
null
26.954032
Rural
Basic
1
6
530
1
2020-04-13 15:21:39.274993
Poor
No
Weekly
House
3,129
1,167,522
32
Female
46,826
null
1
Bachelor's
Self-Employed
48.086621
Rural
Comprehensive
1
14
764
6
2024-04-06 15:21:39.202448
Good
No
Weekly
House
3,329
1,167,523
25
Female
9,894
Divorced
0
PhD
Self-Employed
3.814283
Urban
Basic
1
7
null
4
2021-04-21 15:21:39.237118
Good
No
Weekly
Condo
635
1,167,524
39
Male
11,567
Divorced
3
PhD
Employed
6.95923
Suburban
Comprehensive
1
15
498
8
2022-01-16 15:21:39.152732
Poor
No
Monthly
Apartment
1,625
1,167,525
63
Female
3,811
Single
1
High School
null
43.939763
Suburban
Basic
null
19
454
2
2021-02-07 15:21:39.155231
Poor
Yes
Rarely
Condo
1,531
1,167,526
58
Female
21,832
Divorced
1
Bachelor's
Unemployed
4.635846
Rural
Comprehensive
0
7
733
7
2022-05-12 15:21:39.144722
Poor
Yes
Weekly
House
774
1,167,527
23
Female
656
Single
3
Bachelor's
Unemployed
25.638561
Rural
Comprehensive
1
6
485
9
2021-07-06 15:21:39.083497
Good
No
Daily
Condo
528
1,167,528
45
Female
14,085
Married
4
Bachelor's
null
28.879574
Suburban
Basic
null
19
569
5
2023-10-30 15:21:39.186212
Poor
Yes
Daily
House
823
1,167,529
40
Male
7,086
Single
3
High School
Employed
18.417937
Suburban
Basic
null
15
709
6
2022-06-11 15:21:39.170099
null
Yes
Weekly
House
1,237
1,167,530
43
Female
31,314
Divorced
3
High School
null
18.408936
Urban
Comprehensive
null
14
442
9
2023-09-14 15:21:39.237066
Average
No
Monthly
Condo
1,447
1,167,531
41
Male
37,669
Divorced
4
Master's
Self-Employed
27.0115
Urban
Comprehensive
null
18
null
7
2023-12-13 15:21:39.215386
Poor
No
Rarely
Apartment
819
1,167,532
61
Female
51,612
Married
1
Bachelor's
null
40.625533
Suburban
Premium
1
17
383
8
2022-10-02 15:21:39.147735
Good
No
Monthly
House
749
1,167,533
51
Female
6,919
Married
4
Master's
Self-Employed
18.869469
Suburban
Basic
2
16
677
2
2021-02-05 15:21:39.134960
Poor
No
Daily
Condo
1,298
1,167,534
31
Male
37,339
Single
3
Bachelor's
Employed
26.081489
Urban
Premium
null
17
647
9
2020-03-15 15:21:39.288099
Average
Yes
Monthly
Apartment
1,635
1,167,535
46
Female
25,211
Single
0
Bachelor's
Unemployed
42.977415
Urban
Comprehensive
2
12
481
1
2020-01-31 15:21:39.186212
Average
Yes
Monthly
Apartment
2,140
1,167,536
31
Female
25,895
Divorced
3
High School
Employed
13.651681
Suburban
Comprehensive
null
13
587
7
2019-09-25 15:21:39.175719
Poor
No
Monthly
Condo
1,053
1,167,537
43
Female
140,435
Married
1
High School
Self-Employed
24.81647
Urban
Premium
null
13
426
6
2024-07-19 15:21:39.096739
Poor
No
Daily
House
474
1,167,538
36
Female
20,997
Married
1
PhD
Employed
15.654918
Urban
Premium
2
5
785
1
2021-02-19 15:21:39.270454
Average
Yes
Monthly
Condo
979
1,167,539
19
Female
30,779
Divorced
null
High School
Self-Employed
30.396415
Suburban
Basic
null
11
658
7
2020-01-18 15:21:39.288099
Average
No
Rarely
Condo
1,615
1,167,540
56
Female
14,840
Divorced
4
PhD
Employed
47.560033
Rural
Basic
0
2
643
9
2024-01-26 15:21:39.134960
Poor
No
Weekly
House
1,687
1,167,541
61
Male
5,881
Single
0
Bachelor's
Self-Employed
26.653829
Rural
Premium
null
16
705
4
2022-03-20 15:21:39.115178
Poor
Yes
Monthly
Condo
188
1,167,542
54
Male
46,669
Single
1
PhD
Employed
30.449839
Rural
Basic
0
4
391
9
2021-06-05 15:21:39.274993
Average
Yes
Daily
Condo
1,740
1,167,543
34
Female
73,358
Married
0
High School
Employed
10.981033
Urban
Comprehensive
1
5
428
7
2021-01-29 15:21:39.276901
Good
Yes
Weekly
Condo
642
1,167,544
54
Male
8,443
Married
1
Bachelor's
Employed
35.966886
Suburban
Basic
null
1
668
9
2023-03-07 15:21:39.155231
Good
No
Weekly
House
1,201
1,167,545
32
Male
30,316
Single
2
PhD
null
46.484293
Suburban
Premium
3
5
761
3
2022-06-29 15:21:39.263607
null
No
Weekly
House
787
1,167,546
44
Female
40,777
Divorced
1
Master's
Employed
30.750019
Rural
Basic
1
19
445
2
2020-04-12 15:21:39.134960
Poor
No
Monthly
Condo
2,553
1,167,547
57
Male
null
Divorced
1
Bachelor's
Employed
27.071534
Rural
Basic
1
15
573
3
2024-07-06 15:21:39.107553
Poor
No
Rarely
Condo
381
1,167,548
34
Male
140,159
Divorced
3
Bachelor's
Self-Employed
12.673859
Suburban
Basic
null
9
535
2
2021-01-12 15:21:39.134960
Average
No
Daily
Condo
390
1,167,549
37
Female
3,570
Divorced
1
Bachelor's
Self-Employed
49.318915
Rural
Comprehensive
3
5
584
9
2024-08-03 15:21:39.248098
Poor
No
Monthly
House
613
1,167,550
24
Female
7,051
Married
4
Bachelor's
null
44.133521
Rural
Premium
null
14
734
6
2024-03-24 15:21:39.130190
Good
Yes
Monthly
House
742
1,167,551
null
Male
5,337
Married
4
High School
Unemployed
34.488057
Urban
Basic
2
4
583
6
2020-01-16 15:21:39.244069
Poor
Yes
Rarely
Condo
1,808
1,167,552
26
Female
23,885
Divorced
3
PhD
null
6.44805
Urban
Comprehensive
0
2
789
9
2021-01-27 15:21:39.107553
Average
Yes
Daily
House
25
1,167,553
23
Male
35,297
Divorced
4
PhD
Unemployed
14.85802
Urban
Premium
0
14
553
9
2020-06-17 15:21:39.264504
Average
Yes
Rarely
Apartment
1,726
1,167,554
45
Female
8,933
Divorced
0
PhD
Self-Employed
44.93359
Urban
Basic
2
12
339
5
2020-03-05 15:21:39.192212
Good
Yes
Daily
Condo
860
1,167,555
18
Male
88,427
Single
0
Master's
Unemployed
12.477767
Rural
Comprehensive
0
13
303
7
2021-10-15 15:21:39.279729
Average
Yes
Monthly
Condo
904
1,167,556
60
Male
25,225
Single
null
Bachelor's
Employed
26.859305
Rural
Premium
null
6
659
8
2020-06-07 15:21:39.120168
Average
Yes
Rarely
Condo
781
1,167,557
56
Male
67,781
Divorced
3
High School
Employed
null
Rural
Comprehensive
1
10
829
9
2021-06-09 15:21:39.134960
Average
Yes
Daily
House
40
1,167,558
33
Male
null
Married
0
High School
null
33.361215
Rural
Premium
1
13
390
2
2021-06-18 15:21:39.223901
Poor
No
Weekly
Condo
788
1,167,559
24
Male
null
Divorced
3
Bachelor's
Self-Employed
null
Rural
Premium
3
6
554
5
2019-11-24 15:21:39.092127
Good
Yes
Rarely
Apartment
831
1,167,560
21
Male
30,372
Married
0
Bachelor's
null
26.129567
Urban
Basic
0
12
566
3
2023-05-16 15:21:39.152732
Good
No
Weekly
Apartment
769
1,167,561
63
Male
24,216
Single
4
PhD
null
36.43097
Suburban
Comprehensive
null
18
849
5
2024-04-11 15:21:39.267454
Average
No
Monthly
House
236
1,167,562
63
Female
9,894
Married
1
Master's
Employed
21.869552
Rural
Basic
0
11
605
8
2023-07-31 15:21:39.190215
Average
No
Monthly
House
1,211
1,167,563
22
Female
2,429
Divorced
4
PhD
null
18.157852
Suburban
Basic
1
0
411
3
2023-06-23 15:21:39.287115
Good
No
Daily
House
663
1,167,564
41
Female
null
Single
4
Master's
Unemployed
46.934934
Suburban
Premium
0
10
507
2
2023-11-12 15:21:39.146733
Average
No
Rarely
House
308
1,167,565
60
Female
26,681
Single
0
High School
Unemployed
17.59481
Rural
Basic
0
9
709
7
2020-04-19 15:21:39.134960
Average
No
Daily
House
1,162
1,167,566
33
Male
12,507
Married
0
Master's
Unemployed
13.850071
Rural
Premium
null
10
null
6
2022-09-16 15:21:39.126661
Poor
No
Weekly
Apartment
825
1,167,567
51
Male
548
Single
1
High School
null
10.656948
Urban
Premium
1
3
638
5
2022-07-20 15:21:39.226954
null
No
Daily
Condo
454
1,167,568
34
Male
14,344
Divorced
1
Bachelor's
Employed
11.552998
Suburban
Basic
0
18
795
1
2020-01-12 15:21:39.084065
Average
Yes
Weekly
Condo
4,057
1,167,569
29
Male
25,125
Married
0
Master's
null
6.759862
Suburban
Premium
null
1
559
5
2022-05-14 15:21:39.146733
Poor
No
Daily
Apartment
1,136
1,167,570
28
Male
5,628
Single
2
Master's
Self-Employed
47.835917
Urban
Comprehensive
3
12
847
2
2024-06-09 15:21:39.257696
Poor
Yes
Rarely
Apartment
2,468
1,167,571
28
Female
2,746
Divorced
0
PhD
Employed
40.697131
Suburban
Premium
1
4
664
8
2022-11-07 15:21:39.090124
Average
No
Monthly
House
2,132
1,167,572
64
Male
30,238
Married
2
High School
null
null
Rural
Premium
1
1
616
2
2022-01-15 15:21:39.093681
Good
Yes
Weekly
Condo
1,616
1,167,573
33
Male
38,156
Single
4
PhD
Employed
28.682825
Rural
Premium
null
15
730
8
2023-10-10 15:21:39.237118
Good
No
Rarely
Apartment
454
1,167,574
62
Male
8,231
Single
2
PhD
Unemployed
27.816892
Rural
Basic
null
2
836
8
2021-07-29 15:21:39.248098
null
No
Rarely
Apartment
1,658
1,167,575
28
Female
18,054
Single
0
PhD
null
46.527114
Suburban
Basic
1
5
796
4
2022-08-26 15:21:39.155231
Poor
Yes
Monthly
House
2,411
1,167,576
46
Male
6,862
Single
null
Bachelor's
Unemployed
15.63724
Urban
Premium
1
16
431
3
2023-03-01 15:21:39.078837
Average
Yes
Daily
Condo
226
1,167,577
48
Male
10,182
Married
1
High School
Employed
36.792418
Rural
Comprehensive
null
4
null
5
2020-09-14 15:21:39.154008
Poor
No
Rarely
Apartment
651
1,167,578
46
Female
60,512
Married
3
Bachelor's
Self-Employed
38.986097
Urban
Premium
null
0
411
6
2023-10-12 15:21:39.155231
Average
No
Weekly
House
2,177
1,167,579
30
Female
71,143
Divorced
0
Master's
Unemployed
34.056425
Rural
Premium
2
9
332
7
2023-01-31 15:21:39.085129
Average
Yes
Monthly
Condo
48
1,167,580
27
Male
null
Divorced
3
Bachelor's
null
28.596577
Urban
Comprehensive
null
1
467
8
2022-04-04 15:21:39.155231
Good
No
Rarely
Condo
35
1,167,581
53
Female
5,876
Divorced
2
PhD
Self-Employed
25.669844
Suburban
Premium
1
13
421
9
2023-02-09 15:21:39.256696
Poor
No
Rarely
House
1,453
1,167,582
33
Male
72,649
Married
3
Master's
Self-Employed
null
Rural
Comprehensive
null
3
506
4
2022-12-18 15:21:39.166062
Average
No
Weekly
House
1,150
1,167,583
43
Male
7,961
Married
4
PhD
Employed
24.935802
Suburban
Premium
0
11
679
2
2020-06-19 15:21:39.155231
Good
No
Rarely
Apartment
24
1,167,584
39
Female
6,837
Single
null
Bachelor's
Unemployed
48.067927
Suburban
Premium
1
16
null
9
2021-06-22 15:21:39.134960
Average
Yes
Rarely
House
1,581
1,167,585
30
Male
136,638
Divorced
null
PhD
Employed
50.490505
Urban
Premium
0
11
330
4
2024-01-09 15:21:39.153733
Good
Yes
Rarely
House
2,864
1,167,586
62
Male
3,284
Married
0
High School
null
32.403547
Suburban
Premium
2
11
444
7
2021-10-02 15:21:39.193945
Poor
No
Rarely
Condo
427
1,167,587
32
Female
22,401
Single
3
PhD
Self-Employed
38.147724
Urban
Comprehensive
1
17
717
7
2023-07-19 15:21:39.155231
Poor
Yes
Daily
Apartment
202
1,167,588
41
Female
23,459
Married
2
PhD
Self-Employed
13.454549
Suburban
Comprehensive
null
10
483
3
2021-02-02 15:21:39.204790
Average
Yes
Monthly
Apartment
603
1,167,589
55
Female
67,556
Married
null
PhD
Unemployed
26.92336
Rural
Comprehensive
null
9
321
5
2022-09-14 15:21:39.155231
null
Yes
Weekly
House
1,593
1,167,590
43
Male
46,326
Married
4
Bachelor's
Employed
27.926461
Suburban
Premium
0
14
null
1
2021-07-08 15:21:39.155231
null
No
Rarely
House
716
1,167,591
26
Male
3,649
Single
0
Master's
null
21.246023
Rural
Comprehensive
1
5
381
3
2022-11-15 15:21:39.105504
Average
Yes
Daily
Apartment
784
1,167,592
43
Male
6,871
Divorced
1
High School
Self-Employed
27.079165
Rural
Premium
null
13
607
6
2023-06-11 15:21:39.219432
Good
No
Weekly
Apartment
469
1,167,593
27
Female
2,525
Married
4
PhD
Unemployed
null
Suburban
Premium
4
14
817
9
2024-05-01 15:21:39.237118
Good
No
Weekly
Condo
2,249
1,167,594
62
Male
82,269
Single
2
Bachelor's
Unemployed
15.839046
Suburban
Premium
0
18
439
5
2024-03-14 15:21:39.145732
Good
No
Daily
House
715
1,167,595
26
Female
10,116
Married
4
Bachelor's
Employed
26.836272
Urban
Basic
0
6
607
6
2020-10-06 15:21:39.155231
Average
Yes
Weekly
Apartment
814
1,167,596
26
Female
30,373
Married
4
High School
Employed
6.751705
Urban
Basic
2
7
589
5
2023-05-22 15:21:39.181605
Poor
No
Rarely
Condo
474
1,167,597
57
Female
null
Divorced
1
Master's
Self-Employed
21.754512
Urban
Premium
null
8
758
6
2021-06-28 15:21:39.254678
Good
Yes
Rarely
Condo
393
1,167,598
36
Female
64,959
Married
0
Master's
Unemployed
35.639779
Suburban
Comprehensive
null
5
556
1
2023-02-18 15:21:39.274993
Average
No
Weekly
Apartment
3,674
1,167,599
27
Male
61,801
Married
4
High School
Employed
null
Urban
Premium
1
8
804
2
2024-07-20 15:21:39.154008
null
No
Rarely
Condo
863