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
1,182,500
33
Female
104,183
Married
2
Master's
Self-Employed
20.082827
Urban
Comprehensive
null
11
387
3
2021-02-16 15:21:39.091080
Good
No
Weekly
Condo
2,089
1,182,501
18
Female
638
Married
2
High School
Self-Employed
null
Rural
Comprehensive
null
15
795
2
2021-01-22 15:21:39.248098
Average
No
Rarely
Apartment
484
1,182,502
46
Male
29,229
Single
2
Bachelor's
null
3.519883
Rural
Premium
null
2
391
1
2020-08-04 15:21:39.192212
Average
No
Daily
Condo
30
1,182,503
26
Female
45,971
Married
1
Bachelor's
Employed
34.958142
Urban
Comprehensive
null
19
711
2
2023-06-09 15:21:39.176717
Poor
No
Daily
Apartment
607
1,182,504
58
Male
3,382
Married
0
Master's
null
31.447832
Rural
Premium
null
6
583
3
2021-06-07 15:21:39.289099
Average
No
Weekly
House
2,797
1,182,505
40
Female
22,826
Divorced
3
Bachelor's
Self-Employed
12.279947
Suburban
Basic
null
0
415
1
2020-04-22 15:21:39.250151
Good
Yes
Weekly
Apartment
1,019
1,182,506
35
Male
1,577
Divorced
4
Bachelor's
Self-Employed
18.853141
Suburban
Comprehensive
0
2
795
3
2024-08-09 15:21:39.150730
Poor
Yes
Rarely
Apartment
424
1,182,507
52
Female
15,761
Divorced
null
Bachelor's
Employed
13.299641
Suburban
Comprehensive
2
9
836
6
2020-11-09 15:21:39.280784
Average
No
Daily
House
1,186
1,182,508
19
Male
7,095
Single
4
Master's
null
30.47143
Urban
Premium
1
11
531
9
2023-03-17 15:21:39.185215
Average
Yes
Rarely
Condo
1,090
1,182,509
37
Male
19,841
Single
4
PhD
null
18.734772
Urban
Premium
1
1
null
7
2023-09-06 15:21:39.186212
Poor
No
Rarely
Condo
24
1,182,510
43
Male
8,062
Married
2
PhD
Employed
17.957242
Rural
Basic
0
6
757
6
2023-09-02 15:21:39.107553
Average
No
Daily
Apartment
1,161
1,182,511
32
Male
43,936
null
1
Bachelor's
null
42.564483
Urban
Premium
4
4
477
6
2021-12-25 15:21:39.286113
Average
Yes
Weekly
Apartment
1,221
1,182,512
47
Female
43,130
Single
null
Master's
Employed
26.158429
Rural
Basic
1
15
539
7
2020-01-22 15:21:39.109552
Poor
No
Monthly
House
774
1,182,513
49
Female
6,530
Married
null
Master's
Unemployed
25.381136
Suburban
Comprehensive
2
17
null
4
2021-01-09 15:21:39.274993
Good
Yes
Weekly
Condo
4,061
1,182,514
24
Male
45,990
Divorced
1
Master's
Employed
21.64809
Urban
Premium
3
11
421
2
2024-01-13 15:21:39.085129
Good
Yes
Rarely
House
586
1,182,515
28
Male
18,171
Married
0
Master's
null
33.564184
Rural
Comprehensive
0
19
629
1
2020-02-27 15:21:39.180553
Poor
Yes
Daily
House
819
1,182,516
29
Male
60,909
Divorced
null
Master's
null
21.154821
Suburban
Comprehensive
3
2
523
5
2020-08-31 15:21:39.134960
Good
No
Rarely
Condo
363
1,182,517
64
Female
26,625
Single
0
Master's
null
16.839586
Urban
Comprehensive
1
10
542
6
2022-09-25 15:21:39.125660
Good
No
Monthly
Apartment
642
1,182,518
19
Male
43,435
Single
2
PhD
null
48.73787
Urban
Premium
1
10
529
8
2020-09-04 15:21:39.224915
Average
Yes
Daily
Apartment
809
1,182,519
37
Male
13,980
Divorced
3
High School
Employed
18.582715
Urban
Premium
0
18
674
8
2019-11-30 15:21:39.102694
Good
Yes
Rarely
House
183
1,182,520
38
Female
6,959
Single
4
High School
Employed
26.464729
Urban
Premium
1
11
477
6
2022-05-03 15:21:39.132191
Average
No
Weekly
Condo
382
1,182,521
54
Male
39,711
Married
2
Master's
Unemployed
null
Suburban
Premium
0
0
657
7
2024-06-05 15:21:39.155231
Good
No
Rarely
House
2,801
1,182,522
42
Male
15,456
Divorced
1
High School
Self-Employed
43.373417
Rural
Basic
null
19
562
1
2021-03-21 15:21:39.134960
Good
Yes
Rarely
Apartment
907
1,182,523
56
Female
43,845
Married
1
Master's
null
13.444905
Urban
Premium
1
11
737
3
2020-05-28 15:21:39.155231
Good
No
Monthly
Condo
1,379
1,182,524
54
Female
9,750
Married
4
PhD
Self-Employed
18.879692
Suburban
Basic
null
6
819
7
2020-08-18 15:21:39.244069
Average
Yes
Weekly
Apartment
613
1,182,525
null
Female
90,691
Divorced
2
Bachelor's
Employed
39.380118
Rural
Basic
0
11
473
7
2021-04-10 15:21:39.155231
null
No
Monthly
Apartment
639
1,182,526
30
Male
5,527
Divorced
1
High School
null
8.848375
Urban
Basic
1
15
635
7
2024-02-28 15:21:39.146733
Average
No
Weekly
Condo
1,059
1,182,527
24
Male
22,712
Divorced
1
Master's
Self-Employed
19.869701
Suburban
Basic
null
12
763
9
2024-02-16 15:21:39.265513
Good
No
Daily
Condo
123
1,182,528
27
Female
63,799
Single
2
High School
null
12.813981
Suburban
Basic
0
6
562
5
2023-04-23 15:21:39.237118
Poor
No
Rarely
Apartment
387
1,182,529
56
Female
14,731
Married
2
Bachelor's
Unemployed
29.181541
Urban
Basic
1
1
813
6
2023-11-09 15:21:39.237118
Good
No
Monthly
Condo
439
1,182,530
18
Female
127,578
Divorced
0
Master's
Employed
51.933606
Suburban
Premium
0
6
817
1
2022-05-14 15:21:39.085129
Good
No
Daily
House
566
1,182,531
41
Female
28,640
Married
4
PhD
Self-Employed
36.826401
Suburban
Basic
1
9
752
8
2022-08-22 15:21:39.192212
Average
No
Monthly
Condo
884
1,182,532
39
Male
12,096
Single
1
PhD
null
34.172787
Suburban
Comprehensive
null
0
604
8
2022-01-24 15:21:39.172097
Poor
No
Rarely
House
1,034
1,182,533
19
Female
123,579
Married
0
PhD
null
24.26706
Rural
Basic
2
9
743
6
2024-01-19 15:21:39.182597
Poor
Yes
Daily
House
4,097
1,182,534
19
Male
25,574
Married
4
High School
Unemployed
16.561203
Rural
Comprehensive
2
16
826
8
2019-09-20 15:21:39.134960
Poor
Yes
Monthly
Condo
463
1,182,535
56
Female
null
Single
1
Bachelor's
Unemployed
51.66395
Rural
Comprehensive
2
5
805
8
2023-10-28 15:21:39.175719
Poor
Yes
Monthly
Apartment
818
1,182,536
37
Male
27,650
Married
0
PhD
Unemployed
5.330011
Rural
Basic
1
15
584
3
2019-08-24 15:21:39.236064
Good
Yes
Weekly
Condo
546
1,182,537
46
Male
40,891
Divorced
0
PhD
Unemployed
38.734364
Rural
Basic
null
0
511
5
2020-05-20 15:21:39.249100
Poor
Yes
Weekly
Condo
3,865
1,182,538
52
Male
113,489
Married
1
PhD
Self-Employed
18.859648
Urban
Premium
0
0
454
6
2022-10-25 15:21:39.289099
Good
No
Rarely
Apartment
22
1,182,539
61
Male
29,097
Divorced
4
PhD
null
null
Suburban
Basic
null
2
786
7
2023-10-19 15:21:39.256696
Poor
No
Daily
Apartment
786
1,182,540
null
Female
17,962
Divorced
1
PhD
Self-Employed
33.879573
Rural
Premium
null
12
null
6
2021-04-30 15:21:39.283783
Poor
Yes
Monthly
Apartment
472
1,182,541
54
Female
35,123
Single
1
High School
Employed
34.057544
Suburban
Basic
null
11
null
7
2021-06-30 15:21:39.122134
null
No
Daily
House
615
1,182,542
45
Female
128,226
Divorced
0
High School
Unemployed
33.898862
Suburban
Basic
null
19
338
6
2022-11-29 15:21:39.183598
Poor
No
Rarely
Apartment
616
1,182,543
55
Male
61,471
Married
1
High School
Employed
20.556623
Suburban
Premium
1
10
427
3
2024-04-27 15:21:39.192212
Good
No
Rarely
Condo
651
1,182,544
27
Male
1,910
Married
0
PhD
Self-Employed
20.187532
Urban
Basic
0
7
503
6
2022-02-20 15:21:39.228521
Good
No
Monthly
House
664
1,182,545
23
Female
17,962
Divorced
1
PhD
null
24.998963
Suburban
Premium
null
4
683
3
2020-09-06 15:21:39.084065
null
No
Weekly
Apartment
614
1,182,546
43
Female
86,982
Divorced
4
High School
Employed
48.246988
Rural
Basic
0
8
443
4
2019-12-31 15:21:39.091080
Average
No
Monthly
Condo
507
1,182,547
43
Female
26,991
Married
2
High School
Self-Employed
12.923606
Suburban
Comprehensive
null
6
781
1
2023-04-02 15:21:39.251142
Good
No
Monthly
Condo
1,049
1,182,548
47
Female
53,945
Divorced
2
PhD
Self-Employed
30.717591
Urban
Premium
2
17
591
2
2022-10-20 15:21:39.193945
null
No
Weekly
Condo
569
1,182,549
41
Female
54,363
Divorced
4
Master's
Employed
16.927591
Rural
Basic
1
4
366
8
2020-06-24 15:21:39.181605
Poor
No
Monthly
Apartment
729
1,182,550
25
Female
22,333
Divorced
3
PhD
Self-Employed
33.058354
Urban
Comprehensive
null
18
null
9
2023-06-26 15:21:39.087123
Average
No
Rarely
House
538
1,182,551
62
Male
989
Single
4
Master's
null
29.894199
Urban
Premium
null
4
395
8
2019-11-06 15:21:39.217387
Poor
Yes
Daily
Condo
4,535
1,182,552
45
Female
10,039
Single
2
PhD
null
6.794172
Rural
Basic
null
18
null
5
2022-04-15 15:21:39.171102
Average
Yes
Monthly
Apartment
788
1,182,553
33
Female
30,983
Married
3
Master's
Self-Employed
48.539141
Rural
Comprehensive
null
14
721
6
2022-07-12 15:21:39.206847
Good
Yes
Monthly
Condo
1,414
1,182,554
63
Female
2,694
Single
2
High School
Unemployed
24.155889
Suburban
Comprehensive
2
11
779
6
2021-10-02 15:21:39.134960
Good
Yes
Weekly
House
2,596
1,182,555
48
Male
12,815
Divorced
2
Master's
null
22.924705
Suburban
Comprehensive
1
1
323
2
2023-02-14 15:21:39.281787
Good
Yes
Rarely
Condo
893
1,182,556
63
Male
24,706
Divorced
1
High School
Unemployed
23.784218
Urban
Comprehensive
2
6
null
8
2021-05-06 15:21:39.178717
Good
Yes
Monthly
Condo
559
1,182,557
34
Female
36,316
Single
1
Bachelor's
Unemployed
27.272307
Suburban
Basic
null
6
813
4
2021-05-31 15:21:39.274993
Poor
Yes
Monthly
Apartment
695
1,182,558
20
Female
25,042
Married
4
High School
null
12.722705
Suburban
Basic
1
8
570
4
2021-04-09 15:21:39.093681
Average
Yes
Weekly
Condo
212
1,182,559
37
Female
114,849
Divorced
0
PhD
Self-Employed
51.48381
Urban
Basic
null
5
null
9
2024-05-14 15:21:39.093681
Good
Yes
Daily
Apartment
1,604
1,182,560
27
Female
5,860
Single
1
PhD
Employed
12.152479
Suburban
Comprehensive
0
13
584
5
2023-04-23 15:21:39.228521
Average
No
Weekly
House
558
1,182,561
63
Female
40,469
Divorced
0
Master's
Unemployed
15.122311
Urban
Premium
null
12
null
2
2020-12-09 15:21:39.134960
Good
Yes
Daily
Apartment
269
1,182,562
58
Female
40,625
Divorced
4
Master's
Self-Employed
16.973172
Suburban
Basic
null
0
764
9
2023-03-29 15:21:39.155231
Good
No
Rarely
Apartment
24
1,182,563
43
Male
null
Divorced
0
Master's
null
7.878274
Urban
Basic
null
5
431
7
2022-09-30 15:21:39.134960
Good
No
Daily
Condo
611
1,182,564
52
Male
36,252
Divorced
2
High School
Self-Employed
24.503626
Rural
Premium
1
10
742
9
2023-11-28 15:21:39.272456
Poor
No
Weekly
House
569
1,182,565
56
Female
26,142
Single
0
High School
Employed
26.790122
Rural
Comprehensive
null
17
721
2
2021-12-02 15:21:39.174719
Good
Yes
Monthly
House
29
1,182,566
63
Female
44,526
null
3
Bachelor's
Employed
32.299699
Urban
Comprehensive
0
19
null
4
2022-08-13 15:21:39.245086
null
Yes
Daily
House
445
1,182,567
44
Male
null
Married
0
Master's
Employed
51.95017
Rural
Basic
0
17
674
9
2022-11-16 15:21:39.194829
Average
Yes
Weekly
House
1,013
1,182,568
30
Male
62,499
Married
3
Bachelor's
Employed
25.639598
Rural
Premium
0
12
328
8
2022-09-20 15:21:39.185215
Good
No
Daily
Condo
744
1,182,569
18
Male
45,831
Single
2
PhD
null
29.927063
Rural
Premium
0
10
421
3
2021-02-09 15:21:39.176717
Average
No
Daily
Apartment
823
1,182,570
57
Male
124,472
Divorced
4
Bachelor's
Unemployed
51.465859
Rural
Premium
null
7
583
8
2021-03-29 15:21:39.211806
Poor
No
Weekly
House
1,251
1,182,571
51
Female
2,428
Married
0
Master's
Unemployed
27.567993
Rural
Comprehensive
1
3
597
7
2021-08-11 15:21:39.271453
null
No
Weekly
Apartment
1,069
1,182,572
62
Female
10,044
Divorced
1
PhD
Employed
24.334889
Urban
Premium
3
13
632
7
2023-09-25 15:21:39.096739
Average
No
Weekly
Apartment
1,722
1,182,573
43
Male
56,915
Divorced
3
Bachelor's
null
19.796546
Suburban
Comprehensive
null
10
319
2
2024-04-24 15:21:39.134960
Average
Yes
Weekly
Apartment
703
1,182,574
48
Male
28,963
Single
null
High School
Self-Employed
17.027924
Urban
Premium
null
2
723
2
2021-05-11 15:21:39.237118
Poor
No
Daily
House
710
1,182,575
18
Male
18,096
Single
0
Master's
null
15.357906
Suburban
Premium
0
16
723
2
2022-10-24 15:21:39.237118
Poor
No
Rarely
Condo
532
1,182,576
25
Male
35,475
Divorced
0
PhD
Self-Employed
4.14199
Urban
Premium
null
5
null
8
2020-01-23 15:21:39.261856
Average
No
Daily
House
1,246
1,182,577
43
Female
16,167
Married
2
High School
Self-Employed
23.81679
Rural
Basic
0
1
613
2
2021-05-05 15:21:39.145732
Average
Yes
Rarely
House
1,399
1,182,578
22
Female
33,022
Single
0
High School
Unemployed
50.771898
Urban
Basic
0
18
522
4
2022-07-22 15:21:39.233998
Good
Yes
Weekly
House
766
1,182,579
22
Male
3,495
Married
1
High School
Employed
null
Rural
Premium
2
14
828
9
2022-06-08 15:21:39.090124
Poor
No
Weekly
House
962
1,182,580
33
Female
25,375
Single
0
Bachelor's
Self-Employed
44.12104
Rural
Basic
2
12
636
5
2020-12-10 15:21:39.144722
Average
No
Weekly
Apartment
2,717
1,182,581
57
Male
35,944
Single
null
Master's
null
20.781076
Suburban
Premium
null
10
607
9
2022-02-21 15:21:39.288099
Poor
No
Rarely
Apartment
156
1,182,582
63
Male
16,069
Married
1
High School
null
null
Urban
Comprehensive
1
17
593
1
2023-09-04 15:21:39.084065
Average
No
Monthly
Apartment
709
1,182,583
32
Female
null
Single
0
High School
Self-Employed
22.824242
Suburban
Basic
null
7
506
6
2020-08-23 15:21:39.100695
Good
Yes
Weekly
Condo
3,564
1,182,584
30
Male
2,883
Married
0
High School
Unemployed
40.735228
Suburban
Basic
null
7
690
1
2020-02-11 15:21:39.126661
null
Yes
Rarely
Condo
817
1,182,585
33
Male
6,368
Single
0
PhD
Employed
9.147008
Rural
Comprehensive
null
12
508
2
2020-07-08 15:21:39.134960
Good
Yes
Monthly
Condo
254
1,182,586
41
Male
39,891
Married
2
Bachelor's
Unemployed
4.662716
Suburban
Comprehensive
3
9
361
8
2021-06-16 15:21:39.124659
Good
Yes
Monthly
House
814
1,182,587
28
Male
50,262
Divorced
0
Bachelor's
null
31.133726
Urban
Comprehensive
2
14
null
7
2022-04-18 15:21:39.288099
Good
No
Monthly
Apartment
109
1,182,588
31
Female
105,845
Divorced
1
PhD
null
50.859571
Suburban
Comprehensive
2
4
629
7
2021-01-04 15:21:39.171102
Average
No
Rarely
Apartment
2,893
1,182,589
57
Female
939
Married
0
High School
Self-Employed
null
Suburban
Comprehensive
0
8
744
9
2022-02-15 15:21:39.186212
Average
No
Monthly
Condo
20
1,182,590
20
Male
17,660
Single
0
PhD
Unemployed
50.673382
Rural
Basic
2
1
779
1
2024-04-07 15:21:39.146733
Poor
Yes
Daily
House
756
1,182,591
51
Male
6,918
Married
3
Bachelor's
null
10.891602
Suburban
Premium
0
6
662
7
2020-05-02 15:21:39.261856
Poor
Yes
Monthly
House
584
1,182,592
25
Female
null
Married
3
High School
null
25.839609
Suburban
Premium
null
4
627
2
2020-04-19 15:21:39.105504
null
No
Monthly
Condo
24
1,182,593
55
Female
5,838
Divorced
4
Bachelor's
Self-Employed
27.481316
Rural
Comprehensive
null
19
352
9
2023-05-12 15:21:39.134960
Poor
No
Rarely
Condo
2,142
1,182,594
20
Male
23,983
null
1
Bachelor's
Self-Employed
33.181865
Suburban
Basic
3
10
468
4
2022-05-08 15:21:39.261856
Average
Yes
Monthly
Apartment
1,082
1,182,595
41
Male
62,974
Married
4
PhD
Self-Employed
48.596882
Rural
Comprehensive
1
8
359
4
2024-02-18 15:21:39.100695
Average
Yes
Daily
House
809
1,182,596
49
Male
7,476
Single
null
Bachelor's
Self-Employed
28.958219
Suburban
Premium
null
3
804
7
2024-04-11 15:21:39.263432
null
Yes
Rarely
Condo
556
1,182,597
null
Female
5,906
Divorced
4
High School
Unemployed
18.169976
Rural
Comprehensive
0
17
null
7
2019-10-26 15:21:39.116179
Average
No
Rarely
House
549
1,182,598
56
Female
15,641
Single
0
Master's
null
15.2516
Urban
Basic
0
4
null
5
2021-07-05 15:21:39.246098
Average
No
Weekly
Apartment
1,770
1,182,599
43
Female
93,873
Divorced
4
High School
Self-Employed
43.146737
Urban
Premium
2
9
582
7
2020-08-24 15:21:39.237118
Good
No
Daily
Apartment
334