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
26,600
55
Male
39,803
Divorced
null
PhD
Unemployed
5.64933
Rural
Comprehensive
null
12
312
5
2023-12-11 15:21:39.251142
Poor
Yes
Rarely
Apartment
2,215
26,601
20
Male
1,057
Married
0
Bachelor's
Unemployed
19.013686
Urban
Comprehensive
0
2
613
3
2020-08-22 15:21:39.226954
null
No
Rarely
Condo
524
26,602
53
Female
18,791
Married
3
Bachelor's
Employed
12.735016
Rural
Comprehensive
null
9
727
7
2021-02-24 15:21:39.155231
Good
No
Weekly
House
3,166
26,603
45
Male
12,056
Married
1
PhD
null
20.371547
Suburban
Premium
2
4
343
1
2023-12-03 15:21:39.134960
Good
Yes
Monthly
Condo
2,028
26,604
47
Male
10,198
Divorced
1
PhD
null
13.912492
Suburban
Basic
1
2
624
7
2020-09-09 15:21:39.246098
Average
No
Rarely
House
1,569
26,605
27
Female
18,705
Divorced
0
Master's
Self-Employed
null
Urban
Basic
null
0
null
4
2022-02-19 15:21:39.222387
Poor
Yes
Monthly
House
863
26,606
60
Female
20,894
Single
0
High School
null
27.237578
Urban
Premium
0
8
628
1
2022-08-07 15:21:39.274993
Poor
Yes
Daily
Apartment
1,134
26,607
43
Female
null
Single
0
High School
Self-Employed
24.992418
Suburban
Comprehensive
null
2
592
3
2023-04-02 15:21:39.134960
Poor
Yes
Daily
Apartment
393
26,608
29
Male
20,881
Married
4
PhD
Unemployed
null
Rural
Basic
null
18
647
9
2021-08-10 15:21:39.237118
Poor
No
Rarely
Apartment
1,205
26,609
32
Male
46,101
Single
4
Bachelor's
null
25.011649
Rural
Basic
1
15
767
9
2024-07-06 15:21:39.134960
Poor
No
Weekly
House
2,597
26,610
59
Female
12,981
Single
0
PhD
null
11.919118
Suburban
Premium
1
15
528
7
2022-07-05 15:21:39.155231
Average
No
Daily
Apartment
2,221
26,611
23
Female
26,360
Single
null
High School
Employed
25.397937
Urban
Basic
null
13
466
2
2020-06-19 15:21:39.272456
Poor
Yes
Rarely
Apartment
2,016
26,612
42
Male
35,341
Married
4
PhD
Unemployed
null
Urban
Premium
0
7
null
7
2022-05-17 15:21:39.096739
Average
No
Rarely
Apartment
1,544
26,613
48
Female
633
Married
2
High School
null
12.969636
Urban
Premium
null
0
567
6
2023-03-20 15:21:39.093681
Average
Yes
Daily
Condo
40
26,614
27
Female
35,827
Single
0
Master's
null
27.451684
Urban
Basic
null
14
727
2
2022-07-31 15:21:39.186212
Good
No
Monthly
House
301
26,615
35
Male
52,361
Single
0
Bachelor's
Employed
46.939079
Urban
Basic
2
5
456
7
2021-11-03 15:21:39.237118
null
No
Weekly
House
3,206
26,616
18
Female
45,228
Single
null
PhD
Self-Employed
39.766624
Rural
Comprehensive
0
5
397
7
2021-02-20 15:21:39.250151
Average
Yes
Rarely
Apartment
933
26,617
62
Female
88,772
Divorced
4
Bachelor's
Employed
51.497632
Suburban
Comprehensive
0
6
null
7
2020-09-09 15:21:39.246098
Average
Yes
Weekly
House
770
26,618
33
Male
20,884
null
4
PhD
null
null
Urban
Comprehensive
null
14
848
8
2024-05-27 15:21:39.155231
Average
Yes
Monthly
Condo
1,878
26,619
37
Female
69,524
Divorced
2
Master's
Self-Employed
35.259899
Urban
Basic
1
9
435
4
2022-12-18 15:21:39.128286
Poor
No
Monthly
Apartment
366
26,620
62
Female
14,012
Married
3
Master's
Unemployed
20.186846
Urban
Basic
4
4
437
9
2022-11-18 15:21:39.087123
Good
No
Rarely
Apartment
901
26,621
31
Female
52,267
Married
0
High School
Employed
17.285428
Urban
Comprehensive
null
6
398
9
2023-06-05 15:21:39.254678
Average
Yes
Rarely
House
2,159
26,622
27
Female
3,243
Married
2
PhD
Self-Employed
null
Urban
Basic
null
12
361
8
2023-01-18 15:21:39.226954
Poor
Yes
Daily
Apartment
955
26,623
24
Female
5,957
Single
1
PhD
Employed
22.711405
Urban
Comprehensive
1
1
null
2
2024-04-13 15:21:39.273973
Average
No
Weekly
Condo
2,838
26,624
null
Male
31,064
Single
null
PhD
Employed
27.923161
Rural
Comprehensive
null
13
519
5
2021-05-09 15:21:39.105192
Average
No
Daily
Condo
205
26,625
37
Male
45,421
Married
1
Bachelor's
Employed
10.801314
Rural
Premium
null
1
649
9
2023-08-04 15:21:39.082499
Average
Yes
Weekly
Condo
642
26,626
51
Male
11,920
Divorced
4
High School
Unemployed
43.896465
Urban
Basic
0
0
677
3
2020-05-23 15:21:39.090124
Average
No
Rarely
Apartment
537
26,627
34
Male
75,938
Single
1
Master's
null
37.694095
Suburban
Premium
1
4
543
3
2019-12-20 15:21:39.122134
Poor
No
Monthly
Condo
3,473
26,628
57
Male
17,762
Divorced
3
PhD
Unemployed
14.83439
Urban
Basic
1
6
611
7
2023-10-04 15:21:39.251142
Average
No
Monthly
House
704
26,629
42
Female
2,694
Divorced
2
PhD
Employed
null
Suburban
Comprehensive
1
19
495
5
2020-03-15 15:21:39.226954
Good
No
Weekly
Apartment
881
26,630
59
Male
43,485
Divorced
2
High School
Employed
18.857
Urban
Comprehensive
0
13
697
2
2021-09-23 15:21:39.288099
Poor
No
Daily
Condo
604
26,631
51
Female
10,892
Single
1
Master's
Unemployed
28.533749
Suburban
Premium
2
7
694
4
2024-07-13 15:21:39.134960
Good
Yes
Rarely
Apartment
526
26,632
58
Male
6,920
Married
4
High School
Employed
34.947495
Rural
Basic
0
0
779
2
2020-05-14 15:21:39.190215
Average
No
Weekly
Condo
1,221
26,633
43
Female
24,666
Single
4
Master's
null
13.298973
Rural
Comprehensive
2
10
675
8
2024-04-03 15:21:39.223390
Poor
Yes
Daily
Condo
1,403
26,634
43
Female
3,067
Married
0
Master's
null
3.498917
Suburban
Comprehensive
0
1
410
7
2021-04-06 15:21:39.237118
Average
No
Rarely
Apartment
4,800
26,635
59
Female
47,861
Divorced
0
Master's
null
13.69999
Suburban
Basic
2
11
659
5
2023-04-20 15:21:39.172097
Poor
Yes
Weekly
House
245
26,636
27
Male
3,901
Married
2
Bachelor's
null
35.237095
Urban
Basic
2
5
null
8
2020-11-30 15:21:39.155231
Poor
Yes
Daily
House
2,571
26,637
20
Female
38,729
null
0
PhD
Employed
41.012164
Urban
Comprehensive
1
18
758
7
2019-11-09 15:21:39.278402
Poor
Yes
Rarely
House
881
26,638
49
Female
116,902
Divorced
3
Master's
null
51.122496
Rural
Premium
null
15
360
6
2023-11-07 15:21:39.223901
Good
No
Monthly
House
2,495
26,639
27
Female
5,818
Single
4
High School
Unemployed
33.964138
Rural
Basic
null
18
406
6
2022-01-30 15:21:39.155231
Average
No
Daily
Apartment
2,742
26,640
27
Male
3,413
Single
0
Master's
Self-Employed
26.739017
Suburban
Premium
2
2
616
6
2020-07-02 15:21:39.149731
Poor
Yes
Daily
Condo
228
26,641
51
Female
7,084
Single
3
High School
Unemployed
4.099748
Rural
Premium
null
11
604
9
2023-11-05 15:21:39.223901
null
No
Daily
Condo
554
26,642
51
Female
125,585
Divorced
0
Master's
null
11.340012
Suburban
Premium
1
8
751
2
2023-11-29 15:21:39.124659
Average
No
Monthly
Condo
109
26,643
43
Female
4,566
Divorced
3
Bachelor's
Unemployed
30.828014
Rural
Comprehensive
3
4
796
8
2021-12-08 15:21:39.221386
Average
No
Daily
House
821
26,644
44
Male
29,056
Single
4
Master's
null
19.555933
Urban
Comprehensive
1
18
390
6
2021-07-30 15:21:39.216387
Average
No
Rarely
Apartment
1,792
26,645
24
Female
1,379
Divorced
2
PhD
Self-Employed
22.41045
Urban
Premium
1
12
null
8
2021-03-17 15:21:39.252145
Good
Yes
Rarely
Apartment
2,443
26,646
61
Male
71,107
Single
0
PhD
Employed
28.959893
Rural
Comprehensive
null
18
null
6
2023-09-17 15:21:39.279729
Poor
Yes
Rarely
Apartment
71
26,647
24
Female
11,977
Single
3
Master's
Unemployed
18.828182
Urban
Comprehensive
1
12
584
3
2021-05-14 15:21:39.134960
Average
Yes
Daily
Condo
942
26,648
18
Female
38,263
Divorced
1
PhD
Self-Employed
8.756431
Rural
Basic
1
2
535
1
2021-12-01 15:21:39.125660
Poor
No
Weekly
Condo
880
26,649
38
Female
28,791
Divorced
1
High School
null
11.390571
Suburban
Comprehensive
null
3
null
7
2024-01-13 15:21:39.092127
Average
Yes
Daily
Apartment
100
26,650
25
Female
15,556
Married
3
Master's
Unemployed
null
Urban
Premium
null
17
565
1
2023-12-14 15:21:39.267454
Good
No
Daily
House
1,257
26,651
53
Male
5,927
Divorced
null
PhD
null
26.7557
Urban
Basic
null
19
null
8
2022-08-26 15:21:39.155231
Average
No
Monthly
Apartment
1,482
26,652
56
Female
109,911
Married
4
Master's
Employed
23.290724
Urban
Comprehensive
1
11
703
4
2022-12-08 15:21:39.226954
Poor
Yes
Daily
Apartment
111
26,653
22
Male
2,099
Divorced
1
Master's
Employed
13.066905
Suburban
Basic
null
13
null
9
2021-05-29 15:21:39.155231
null
Yes
Rarely
Condo
201
26,654
57
Male
2,646
Divorced
2
Bachelor's
null
37.598816
Suburban
Premium
4
8
335
7
2022-01-24 15:21:39.081504
Good
Yes
Monthly
Apartment
1,126
26,655
34
Female
91,336
null
3
Bachelor's
Unemployed
21.174985
Urban
Comprehensive
null
8
571
3
2021-08-01 15:21:39.248098
Poor
No
Weekly
House
1,881
26,656
55
Female
43,492
Married
4
High School
Employed
37.754559
Suburban
Basic
0
2
392
8
2021-03-06 15:21:39.237118
Average
No
Daily
Apartment
951
26,657
33
Male
3,086
Divorced
1
PhD
Self-Employed
21.624083
Rural
Premium
null
4
783
1
2021-10-13 15:21:39.250151
Average
No
Rarely
House
38
26,658
23
Male
43,437
Married
4
Master's
null
null
Urban
Premium
1
10
521
1
2024-01-02 15:21:39.237118
Poor
No
Weekly
House
951
26,659
49
Male
14,094
Divorced
2
Bachelor's
Self-Employed
12.606699
Urban
Comprehensive
2
13
479
9
2020-04-03 15:21:39.237118
Good
No
Rarely
House
757
26,660
59
Male
368
Single
2
PhD
Employed
15.331018
Urban
Premium
1
12
817
8
2024-03-18 15:21:39.134960
Good
No
Daily
Apartment
662
26,661
44
Female
83,336
Married
3
Bachelor's
Self-Employed
5.926856
Urban
Comprehensive
0
10
382
7
2020-03-04 15:21:39.120168
Poor
Yes
Daily
Condo
857
26,662
56
Male
16,281
Single
4
Bachelor's
Employed
4.635618
Urban
Premium
0
3
472
8
2020-01-02 15:21:39.221386
Good
Yes
Monthly
Apartment
904
26,663
41
Female
5,533
Single
2
Bachelor's
null
38.637603
Suburban
Basic
2
5
734
8
2023-03-04 15:21:39.237118
Average
Yes
Daily
Apartment
1,404
26,664
40
Male
16,274
Single
3
Bachelor's
Employed
14.979083
Suburban
Basic
2
9
null
2
2021-08-29 15:21:39.237118
Good
Yes
Monthly
Apartment
509
26,665
45
Female
644
Divorced
1
Bachelor's
null
null
Rural
Premium
1
4
null
6
2024-05-06 15:21:39.155231
Poor
No
Daily
Condo
1,131
26,666
32
Male
6,939
Divorced
4
Bachelor's
null
null
Urban
Basic
null
12
594
1
2021-04-09 15:21:39.113566
Average
Yes
Rarely
Apartment
624
26,667
39
Male
44,759
Married
2
Bachelor's
null
17.080199
Suburban
Comprehensive
2
5
434
4
2024-06-21 15:21:39.261856
Poor
No
Rarely
Apartment
703
26,668
33
Female
40,982
Married
2
PhD
Employed
40.832149
Suburban
Comprehensive
2
11
743
3
2022-05-11 15:21:39.144722
Average
No
Rarely
Apartment
962
26,669
28
Male
7,077
Single
3
Bachelor's
Employed
23.648895
Rural
Comprehensive
2
19
639
8
2023-06-01 15:21:39.134960
Good
No
Monthly
House
1,590
26,670
22
Female
15,962
Divorced
1
Bachelor's
Unemployed
19.734147
Rural
Comprehensive
null
2
547
1
2024-06-16 15:21:39.155231
Good
Yes
Monthly
House
517
26,671
32
Male
14,961
Single
0
Bachelor's
null
26.895668
Rural
Premium
1
3
616
7
2022-08-15 15:21:39.086123
Average
Yes
Daily
House
615
26,672
22
Female
91,037
Divorced
4
Bachelor's
null
15.80704
Urban
Premium
null
12
426
6
2020-03-28 15:21:39.177724
Good
No
Daily
House
1,736
26,673
50
Female
14,991
Married
2
PhD
Unemployed
21.865962
Suburban
Comprehensive
1
10
548
2
2021-08-28 15:21:39.085129
Average
No
Daily
Apartment
821
26,674
58
Female
40,456
Married
3
Bachelor's
Self-Employed
14.336042
Suburban
Basic
null
3
479
1
2021-05-12 15:21:39.237118
Average
No
Weekly
Apartment
1,365
26,675
55
Male
23,609
Divorced
4
Master's
null
37.71907
Urban
Basic
2
2
807
4
2019-09-03 15:21:39.246098
Good
Yes
Rarely
Condo
1,059
26,676
41
Male
875
Divorced
4
Bachelor's
null
31.839467
Rural
Premium
1
18
686
3
2022-01-02 15:21:39.269494
null
Yes
Daily
House
797
26,677
30
Male
34,374
Single
0
Master's
Employed
32.982037
Suburban
Basic
1
6
668
9
2019-10-18 15:21:39.144722
Poor
No
Rarely
House
1,290
26,678
23
Female
18,096
Divorced
3
Master's
null
30.143794
Urban
Premium
0
18
584
9
2021-05-10 15:21:39.155231
Good
Yes
Monthly
Condo
541
26,679
58
Male
38,184
Married
2
Bachelor's
Self-Employed
7.560565
Suburban
Basic
null
18
705
9
2023-03-20 15:21:39.250151
Poor
No
Weekly
Condo
2,221
26,680
45
Male
1,468
Married
2
PhD
Employed
12.039685
Urban
Basic
3
11
818
4
2023-08-02 15:21:39.155231
Good
Yes
Weekly
Condo
721
26,681
42
Female
4,793
Single
1
Bachelor's
null
null
Rural
Basic
0
12
502
2
2022-08-02 15:21:39.151732
Average
No
Weekly
House
467
26,682
55
Female
45,903
Divorced
3
PhD
Self-Employed
34.947152
Suburban
Basic
null
5
848
4
2021-06-10 15:21:39.155231
Good
Yes
Rarely
House
2,087
26,683
18
Male
144,927
Married
2
PhD
Employed
30.883856
Rural
Comprehensive
0
14
792
6
2019-12-17 15:21:39.134960
Good
Yes
Rarely
Condo
187
26,684
56
Male
14,072
Single
2
Bachelor's
null
18.946169
Rural
Comprehensive
0
14
513
1
2023-11-15 15:21:39.172097
Poor
Yes
Monthly
House
724
26,685
46
Male
4,675
Divorced
3
High School
null
32.778737
Rural
Comprehensive
1
9
456
4
2020-11-18 15:21:39.090124
Poor
Yes
Daily
House
115
26,686
55
Male
59,936
Divorced
0
Master's
null
22.239833
Rural
Premium
3
19
495
2
2023-07-03 15:21:39.237118
null
Yes
Monthly
Apartment
1,163
26,687
50
Male
12,497
Single
3
High School
null
30.959188
Suburban
Basic
1
10
421
9
2021-07-19 15:21:39.222387
Average
Yes
Weekly
Condo
1,253
26,688
48
Male
93,896
Single
null
PhD
Employed
16.276522
Rural
Basic
null
10
430
7
2019-12-25 15:21:39.190215
Good
No
Monthly
House
726
26,689
46
Female
68,953
Single
3
Master's
Self-Employed
null
Suburban
Comprehensive
0
15
447
1
2024-01-16 15:21:39.253660
Poor
No
Weekly
House
784
26,690
44
Female
41,494
Single
0
Master's
Employed
20.074458
Suburban
Premium
1
7
null
5
2022-07-12 15:21:39.194829
Average
No
Daily
House
739
26,691
33
Male
27,983
Married
0
Master's
null
50.535434
Rural
Comprehensive
2
19
624
1
2022-10-28 15:21:39.155231
Average
No
Rarely
House
1,342
26,692
19
Female
27,460
Married
3
High School
null
20.915525
Urban
Basic
null
16
551
8
2020-11-30 15:21:39.134960
Good
Yes
Daily
House
551
26,693
60
Female
43,787
Married
2
Bachelor's
Unemployed
17.128461
Suburban
Comprehensive
1
3
784
4
2022-03-09 15:21:39.143708
Average
No
Monthly
Apartment
1,231
26,694
19
Female
16,860
Married
3
Bachelor's
null
17.922169
Suburban
Premium
0
3
631
5
2022-07-22 15:21:39.130190
Average
Yes
Monthly
Condo
535
26,695
34
Male
1,260
Single
null
PhD
null
null
Urban
Comprehensive
0
14
757
8
2024-06-23 15:21:39.098696
Good
No
Weekly
Apartment
1,686
26,696
20
Male
25,298
Married
2
Bachelor's
Employed
22.068385
Urban
Basic
3
5
641
9
2022-01-10 15:21:39.152732
null
No
Monthly
Apartment
994
26,697
56
Male
1,664
Divorced
3
Bachelor's
Employed
33.235594
Rural
Premium
null
2
542
4
2020-01-19 15:21:39.208842
null
Yes
Monthly
House
483
26,698
57
Male
4,541
Married
0
High School
null
32.371246
Suburban
Comprehensive
null
19
482
6
2019-12-28 15:21:39.260856
Average
No
Monthly
House
492
26,699
43
Male
30,804
Single
1
Master's
Employed
38.590547
Suburban
Comprehensive
null
18
788
3
2023-07-17 15:21:39.079128
Good
No
Monthly
House
1,074