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
1,172,700
36
Female
44,735
Single
2
Bachelor's
null
5.745739
Rural
Premium
1
19
329
1
2022-11-15 15:21:39.093681
Good
No
Daily
Condo
486
1,172,701
26
Male
55,988
Single
3
Master's
Employed
17.979107
Rural
Basic
2
5
737
4
2023-03-21 15:21:39.192212
Average
Yes
Monthly
Apartment
2,839
1,172,702
64
Female
1,324
Single
4
High School
Unemployed
9.693001
Suburban
Basic
2
6
413
7
2023-11-11 15:21:39.134960
Average
Yes
Rarely
Apartment
622
1,172,703
22
Female
17,673
Single
3
PhD
Employed
null
Suburban
Basic
1
5
811
3
2023-01-16 15:21:39.174719
Poor
Yes
Rarely
House
794
1,172,704
53
Male
87,531
Divorced
2
Master's
null
15.551511
Urban
Comprehensive
3
9
806
2
2023-06-28 15:21:39.232526
Average
Yes
Daily
Apartment
362
1,172,705
45
Male
948
Divorced
0
High School
Self-Employed
21.948385
Urban
Premium
2
13
816
4
2022-03-31 15:21:39.172097
Poor
No
Daily
House
689
1,172,706
38
Male
27,318
Divorced
3
Master's
Self-Employed
23.962815
Suburban
Basic
0
5
null
3
2024-03-15 15:21:39.105504
null
No
Daily
Condo
1,857
1,172,707
38
Male
32,661
Divorced
3
Bachelor's
Self-Employed
17.297082
Suburban
Basic
0
15
631
1
2020-12-06 15:21:39.193945
Poor
Yes
Rarely
Condo
661
1,172,708
51
Female
null
Single
2
PhD
null
36.084141
Suburban
Comprehensive
1
1
313
4
2020-11-27 15:21:39.237118
Average
No
Weekly
Condo
695
1,172,709
51
Female
13,854
Single
0
Bachelor's
null
28.145313
Suburban
Comprehensive
0
3
454
3
2020-04-11 15:21:39.150730
Poor
Yes
Rarely
House
479
1,172,710
56
Female
29,340
Single
3
PhD
Unemployed
32.346777
Suburban
Premium
2
11
463
3
2024-08-04 15:21:39.116179
Good
Yes
Monthly
Apartment
1,187
1,172,711
35
Female
717
Single
4
High School
null
24.527558
Rural
Comprehensive
null
18
439
9
2024-03-14 15:21:39.134960
Average
No
Weekly
Condo
543
1,172,712
28
Male
43,765
Married
2
Master's
Unemployed
28.63489
Rural
Basic
null
2
583
4
2023-10-24 15:21:39.155231
Average
No
Weekly
House
468
1,172,713
21
Male
33,010
Divorced
2
Master's
Unemployed
29.37342
Urban
Comprehensive
null
17
549
9
2021-03-13 15:21:39.225916
Poor
No
Rarely
Apartment
39
1,172,714
50
Female
44,293
Single
4
PhD
Employed
12.727948
Urban
Comprehensive
0
2
489
6
2021-10-31 15:21:39.145732
Average
No
Monthly
Apartment
496
1,172,715
46
Female
38,916
Single
1
Master's
null
34.171359
Suburban
Basic
0
19
null
8
2023-02-25 15:21:39.134960
Average
No
Monthly
House
29
1,172,716
48
Male
57,733
Single
0
PhD
null
null
Suburban
Basic
1
15
794
8
2020-07-15 15:21:39.237118
Average
No
Daily
Condo
2,386
1,172,717
48
Male
7,350
Divorced
3
PhD
Employed
44.091276
Suburban
Comprehensive
null
3
null
8
2020-01-06 15:21:39.237118
Good
Yes
Rarely
Condo
555
1,172,718
32
Female
12,963
Divorced
0
Master's
Employed
27.092771
Urban
Premium
null
5
558
4
2020-06-15 15:21:39.134960
Poor
Yes
Daily
House
604
1,172,719
32
Female
68,835
Divorced
null
High School
null
10.019862
Suburban
Premium
1
6
431
4
2022-08-29 15:21:39.130190
Average
Yes
Monthly
Apartment
1,014
1,172,720
43
Female
2,658
Married
4
Bachelor's
null
21.592037
Rural
Comprehensive
2
3
548
9
2022-08-04 15:21:39.155231
null
No
Daily
Condo
2,539
1,172,721
43
Female
18,086
Divorced
0
Master's
Employed
29.386795
Urban
Premium
2
12
671
7
2023-12-31 15:21:39.153889
Poor
No
Rarely
Condo
3,673
1,172,722
32
Male
7,984
Single
2
Master's
null
23.935002
Suburban
Comprehensive
0
3
715
8
2021-09-24 15:21:39.229482
Poor
No
Monthly
House
1,691
1,172,723
20
Female
9,072
Married
2
PhD
Unemployed
4.22801
Rural
Basic
0
12
627
2
2023-12-01 15:21:39.085129
Good
Yes
Monthly
Apartment
25
1,172,724
62
Male
1,420
Married
3
Bachelor's
Self-Employed
46.7374
Urban
Comprehensive
null
7
553
2
2024-07-08 15:21:39.283783
null
Yes
Daily
Condo
34
1,172,725
63
Male
null
Single
1
Master's
Unemployed
38.601031
Urban
Comprehensive
0
13
387
8
2024-04-20 15:21:39.288099
Good
No
Weekly
House
1,229
1,172,726
31
Male
24,861
Married
4
Bachelor's
Self-Employed
49.778465
Suburban
Comprehensive
0
8
431
4
2020-05-10 15:21:39.273973
Average
Yes
Daily
House
1,027
1,172,727
50
Male
1,340
Single
3
Bachelor's
Employed
25.493511
Suburban
Basic
0
12
494
7
2022-08-02 15:21:39.155231
Poor
Yes
Rarely
Condo
3,097
1,172,728
47
Male
null
Divorced
1
Master's
Self-Employed
9.25109
Suburban
Comprehensive
null
5
755
5
2021-08-20 15:21:39.172097
Good
Yes
Monthly
House
187
1,172,729
31
Female
7,077
Single
0
PhD
null
28.811142
Suburban
Basic
null
10
641
4
2021-03-12 15:21:39.237118
Average
Yes
Rarely
Apartment
588
1,172,730
18
Male
23,584
Married
0
Bachelor's
null
19.813864
Urban
Premium
2
19
799
1
2023-12-06 15:21:39.237118
null
No
Monthly
Condo
304
1,172,731
21
Female
55,950
Married
0
Bachelor's
Employed
9.967974
Suburban
Premium
1
13
751
1
2023-12-25 15:21:39.086123
null
No
Weekly
House
3,278
1,172,732
57
Female
127,589
Single
1
Bachelor's
Unemployed
48.887521
Rural
Comprehensive
2
17
624
9
2022-06-24 15:21:39.230483
Poor
No
Monthly
Condo
212
1,172,733
39
Female
34,247
Single
3
Master's
null
28.569614
Urban
Basic
1
7
806
4
2023-04-04 15:21:39.116179
Average
No
Daily
Apartment
1,112
1,172,734
33
Male
8,340
Single
1
High School
Employed
37.874258
Urban
Basic
0
19
729
4
2024-05-28 15:21:39.180553
Average
No
Rarely
House
710
1,172,735
36
Male
25,863
Divorced
2
High School
Employed
39.596008
Suburban
Comprehensive
0
10
602
6
2021-08-09 15:21:39.110557
Average
Yes
Weekly
Apartment
537
1,172,736
64
Male
20,489
Single
1
PhD
Unemployed
41.957447
Suburban
Comprehensive
1
0
null
2
2020-03-18 15:21:39.134960
Average
Yes
Rarely
House
715
1,172,737
51
Female
61,795
Single
4
Bachelor's
Unemployed
7.383588
Rural
Basic
1
13
790
1
2023-11-11 15:21:39.281787
Good
Yes
Monthly
Apartment
212
1,172,738
48
Male
25,573
Single
null
Master's
Unemployed
null
Rural
Comprehensive
3
14
null
5
2019-08-31 15:21:39.269494
Poor
No
Daily
House
1,048
1,172,739
36
Male
28,003
Single
4
PhD
Unemployed
3.828296
Rural
Basic
0
17
622
3
2019-09-02 15:21:39.134960
Good
No
Weekly
Condo
562
1,172,740
33
Male
10,164
Married
3
Master's
Unemployed
18.726734
Rural
Basic
0
8
543
2
2022-08-01 15:21:39.189223
Good
No
Monthly
Condo
1,020
1,172,741
58
Male
20,954
Married
2
Bachelor's
Unemployed
32.959293
Rural
Basic
null
13
503
1
2023-04-20 15:21:39.288099
Good
No
Weekly
House
2,105
1,172,742
35
Male
1,823
Divorced
3
Master's
Self-Employed
23.045717
Urban
Comprehensive
2
11
null
2
2022-08-07 15:21:39.193945
Good
Yes
Monthly
Apartment
2,965
1,172,743
44
Male
4,562
Divorced
2
PhD
Self-Employed
5.7443
Suburban
Premium
0
10
478
4
2021-06-05 15:21:39.134960
Average
No
Rarely
House
1,224
1,172,744
55
Female
11,915
Single
null
High School
null
7.71773
Rural
Premium
1
16
586
5
2020-04-12 15:21:39.081504
Good
Yes
Daily
House
959
1,172,745
59
Male
3,680
Divorced
2
Bachelor's
Employed
null
Suburban
Comprehensive
0
10
659
5
2022-07-10 15:21:39.121169
Good
Yes
Rarely
Apartment
694
1,172,746
null
Male
34,642
Single
2
PhD
Unemployed
44.266942
Suburban
Premium
0
8
594
9
2023-02-11 15:21:39.114118
Average
Yes
Monthly
Condo
3,269
1,172,747
51
Male
2,495
Single
2
PhD
Unemployed
6.812357
Rural
Basic
2
5
558
4
2023-01-03 15:21:39.181605
null
Yes
Weekly
Condo
477
1,172,748
52
Female
17,962
Married
2
Bachelor's
null
16.944889
Rural
Comprehensive
1
17
783
7
2019-09-12 15:21:39.226954
Average
No
Daily
House
1,178
1,172,749
40
Male
47,622
Married
1
Bachelor's
null
18.619373
Rural
Basic
null
13
507
9
2024-05-25 15:21:39.278402
Good
No
Rarely
Condo
261
1,172,750
56
Male
36,250
Married
0
PhD
Unemployed
48.769677
Suburban
Basic
1
12
764
7
2019-11-25 15:21:39.191219
Poor
Yes
Rarely
Apartment
1,708
1,172,751
64
Male
29,702
Married
1
High School
Employed
27.384958
Urban
Comprehensive
null
2
534
4
2023-01-23 15:21:39.209847
Good
Yes
Daily
Condo
1,873
1,172,752
45
Male
53,512
Divorced
3
Master's
Employed
12.451281
Suburban
Basic
null
1
788
9
2023-11-09 15:21:39.194829
null
No
Rarely
House
2,329
1,172,753
40
Male
2,533
Married
1
Master's
Self-Employed
38.720637
Rural
Basic
null
2
352
5
2023-02-17 15:21:39.172097
Poor
No
Rarely
Apartment
665
1,172,754
62
Male
76,488
Single
1
High School
Unemployed
27.779834
Rural
Premium
1
9
751
2
2021-05-22 15:21:39.221386
Poor
Yes
Monthly
House
362
1,172,755
28
Female
52,943
Divorced
1
PhD
null
9.440114
Rural
Premium
1
4
356
9
2023-03-19 15:21:39.231531
Good
No
Daily
Condo
356
1,172,756
45
Female
18,061
Divorced
1
High School
Unemployed
25.374319
Urban
Basic
1
6
765
1
2021-06-21 15:21:39.251142
Average
No
Weekly
Apartment
476
1,172,757
36
Male
57,848
Married
2
Master's
Unemployed
51.71676
Rural
Comprehensive
null
17
716
8
2023-02-03 15:21:39.176717
Good
No
Daily
Condo
622
1,172,758
34
Male
39,279
Divorced
3
High School
Employed
30.309301
Urban
Basic
4
9
415
7
2022-09-02 15:21:39.237118
Good
Yes
Rarely
House
1,992
1,172,759
38
Male
35,321
Divorced
null
Bachelor's
Unemployed
33.287747
Rural
Comprehensive
null
2
495
8
2020-07-15 15:21:39.116179
Good
No
Rarely
House
921
1,172,760
37
Female
38,156
Married
null
Master's
null
21.552414
Urban
Comprehensive
null
17
556
9
2021-10-24 15:21:39.146733
Average
No
Monthly
House
562
1,172,761
42
Female
51,907
Married
4
Master's
Employed
6.848143
Rural
Basic
null
10
453
8
2020-06-19 15:21:39.155231
Good
Yes
Weekly
Condo
38
1,172,762
39
Female
823
Divorced
0
PhD
null
45.716658
Rural
Premium
1
16
473
9
2022-04-04 15:21:39.237118
Poor
Yes
Monthly
Condo
397
1,172,763
21
Male
3,298
Divorced
3
High School
Self-Employed
36.057786
Urban
Premium
2
19
null
7
2022-09-19 15:21:39.115178
Good
No
Rarely
House
789
1,172,764
33
Male
2,718
Married
2
High School
null
27.237045
Suburban
Premium
2
15
501
1
2023-06-28 15:21:39.214388
Poor
No
Weekly
Condo
1,624
1,172,765
21
Male
25,015
Single
2
Bachelor's
null
13.453984
Rural
Basic
2
16
null
1
2022-11-17 15:21:39.134960
Good
No
Rarely
Apartment
635
1,172,766
55
Female
24,592
Married
null
Master's
Self-Employed
44.018722
Urban
Premium
1
5
781
4
2022-12-18 15:21:39.185215
Average
Yes
Weekly
Apartment
408
1,172,767
26
Female
13,483
Single
0
High School
Self-Employed
7.079493
Suburban
Premium
1
15
518
8
2021-10-24 15:21:39.118178
null
Yes
Rarely
Condo
171
1,172,768
52
Male
65,530
Married
4
Master's
Employed
17.922692
Urban
Premium
2
9
416
4
2023-06-03 15:21:39.274993
Good
No
Daily
Apartment
28
1,172,769
31
Female
1,238
Single
4
Bachelor's
Employed
27.03976
Suburban
Comprehensive
2
19
590
8
2022-09-19 15:21:39.263607
Good
Yes
Daily
Condo
1,308
1,172,770
52
Female
34,248
Divorced
null
PhD
Self-Employed
20.951851
Suburban
Comprehensive
null
9
492
3
2019-09-24 15:21:39.155231
Poor
No
Daily
House
454
1,172,771
48
Male
37,994
Single
2
Bachelor's
Unemployed
18.78954
Rural
Premium
null
3
644
3
2020-06-26 15:21:39.155231
Average
Yes
Monthly
House
872
1,172,772
36
Male
246
Married
3
Master's
null
31.09174
Rural
Premium
0
1
518
3
2022-03-26 15:21:39.096739
Good
Yes
Daily
House
143
1,172,773
20
Male
83,032
Married
null
High School
Self-Employed
22.869778
Rural
Comprehensive
null
9
465
6
2020-10-13 15:21:39.246098
Average
Yes
Daily
Condo
1,983
1,172,774
34
Male
null
Single
2
PhD
Unemployed
7.097033
Suburban
Premium
3
11
807
3
2021-03-27 15:21:39.134960
null
No
Daily
Apartment
590
1,172,775
24
Female
17,963
Divorced
2
High School
null
45.153788
Suburban
Premium
null
2
797
4
2024-02-18 15:21:39.204790
Good
No
Monthly
Condo
596
1,172,776
50
Male
11,212
Divorced
3
Bachelor's
null
36.644889
Rural
Comprehensive
null
13
772
2
2020-04-16 15:21:39.276901
Poor
Yes
Rarely
Condo
1,753
1,172,777
28
Male
26,339
Single
null
PhD
Self-Employed
36.85982
Rural
Premium
null
19
692
2
2020-06-10 15:21:39.206847
Good
Yes
Rarely
Apartment
2,916
1,172,778
56
Female
11,633
Divorced
1
PhD
Self-Employed
11.929606
Rural
Premium
null
14
729
2
2024-07-14 15:21:39.266452
null
No
Weekly
Condo
1,058
1,172,779
61
Male
1,250
Married
4
Master's
Self-Employed
41.093052
Rural
Basic
4
15
829
7
2021-06-01 15:21:39.134960
Good
Yes
Monthly
House
20
1,172,780
23
Male
43,747
Married
4
Bachelor's
Unemployed
13.912877
Rural
Comprehensive
1
10
761
7
2020-03-03 15:21:39.237118
Average
Yes
Rarely
House
679
1,172,781
18
Female
40,585
Divorced
3
Master's
Self-Employed
8.079447
Suburban
Premium
0
8
778
4
2022-10-01 15:21:39.285112
Poor
No
Rarely
Condo
740
1,172,782
24
Male
14,791
Divorced
0
Bachelor's
Unemployed
8.013396
Suburban
Premium
0
7
772
7
2023-08-09 15:21:39.170099
null
Yes
Weekly
Apartment
286
1,172,783
57
Female
24,987
Married
0
Bachelor's
Unemployed
30.455952
Urban
Premium
1
11
406
7
2023-10-25 15:21:39.261856
Good
Yes
Daily
Condo
654
1,172,784
37
Male
52,319
Married
2
Bachelor's
Unemployed
10.359612
Rural
Comprehensive
1
7
481
5
2020-07-06 15:21:39.107553
null
No
Daily
Apartment
32
1,172,785
19
Male
2,728
Married
1
Master's
Employed
12.946454
Urban
Comprehensive
2
0
435
3
2020-07-28 15:21:39.114118
Poor
Yes
Monthly
Apartment
1,704
1,172,786
34
Female
18,071
Divorced
1
Master's
Employed
23.913733
Rural
Comprehensive
null
0
748
6
2023-12-10 15:21:39.093681
Poor
Yes
Monthly
House
1,141
1,172,787
25
Female
35,297
Single
1
High School
Unemployed
21.057439
Suburban
Comprehensive
1
17
331
1
2021-10-04 15:21:39.247098
Average
No
Daily
Condo
988
1,172,788
62
Male
11,986
Divorced
0
PhD
Self-Employed
38.090712
Suburban
Premium
null
7
462
6
2019-08-25 15:21:39.147735
Good
Yes
Weekly
Apartment
899
1,172,789
57
Female
63,873
Divorced
null
Master's
Employed
40.245721
Suburban
Basic
1
10
742
3
2021-07-24 15:21:39.187211
Average
No
Weekly
Condo
395
1,172,790
18
Male
4,962
Married
0
High School
Self-Employed
44.182954
Suburban
Basic
1
17
796
4
2023-01-30 15:21:39.134960
Average
Yes
Rarely
Condo
366
1,172,791
46
Female
3,076
Single
1
Bachelor's
Unemployed
32.717204
Suburban
Premium
1
19
731
4
2024-01-23 15:21:39.106582
Good
No
Rarely
House
2,322
1,172,792
35
Female
18,059
Married
3
PhD
Self-Employed
14.845295
Urban
Basic
null
18
336
4
2020-03-17 15:21:39.155231
Poor
No
Rarely
Condo
757
1,172,793
30
Female
21,398
Divorced
1
High School
null
13.452424
Rural
Comprehensive
1
9
479
4
2020-05-07 15:21:39.237118
Poor
Yes
Rarely
Condo
978
1,172,794
50
Female
23,879
Married
4
Bachelor's
null
39.868374
Suburban
Basic
1
0
498
4
2023-11-11 15:21:39.269494
Poor
No
Daily
Apartment
1,362
1,172,795
46
Female
76,495
Divorced
3
Master's
null
30.256065
Suburban
Premium
2
5
607
9
2021-06-16 15:21:39.209847
Average
Yes
Monthly
Condo
2,894
1,172,796
42
Female
16,245
Married
1
Bachelor's
null
7.424739
Rural
Premium
0
19
null
1
2024-05-17 15:21:39.236064
Good
Yes
Monthly
Condo
467
1,172,797
28
Female
545
Married
3
Bachelor's
Employed
null
Urban
Premium
2
2
619
3
2021-02-04 15:21:39.194829
Good
No
Monthly
Apartment
818
1,172,798
61
Female
13,412
Single
1
Master's
null
8.907945
Rural
Premium
1
12
null
3
2022-08-19 15:21:39.258696
Good
No
Weekly
Condo
1,104
1,172,799
54
Male
119,357
Divorced
0
Master's
Self-Employed
15.064158
Urban
Premium
0
1
387
3
2023-04-23 15:21:39.100695
Average
No
Rarely
Apartment
999