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
1,163,500
58
Female
39,722
Married
2
Bachelor's
null
null
Rural
Premium
1
13
766
4
2023-07-30 15:21:39.092127
Average
Yes
Weekly
House
1,232
1,163,501
42
Male
22,637
Single
null
High School
null
11.584795
Suburban
Premium
1
9
661
1
2021-03-03 15:21:39.134960
Poor
Yes
Weekly
House
1,746
1,163,502
54
Male
7,894
Divorced
0
Bachelor's
null
38.037392
Suburban
Comprehensive
2
19
463
4
2021-08-17 15:21:39.134960
Poor
No
Daily
Apartment
1,164
1,163,503
28
Male
92,702
Divorced
2
Bachelor's
Employed
14.078682
Urban
Premium
2
5
521
5
2023-09-28 15:21:39.194829
Good
Yes
Rarely
Condo
101
1,163,504
63
Female
44,430
Divorced
3
High School
null
43.498527
Suburban
Premium
1
3
373
1
2020-11-09 15:21:39.087123
Poor
No
Weekly
Condo
568
1,163,505
null
Male
null
Divorced
1
High School
Self-Employed
9.71949
Suburban
Comprehensive
2
6
431
3
2022-01-27 15:21:39.134960
Poor
Yes
Daily
House
2,846
1,163,506
21
Female
3,398
Married
2
High School
null
14.386476
Rural
Comprehensive
0
1
759
6
2020-07-30 15:21:39.193945
Average
Yes
Daily
Condo
431
1,163,507
51
Male
33,262
Married
4
Master's
Self-Employed
10.357839
Suburban
Basic
null
18
542
5
2022-07-21 15:21:39.155231
Poor
No
Rarely
House
590
1,163,508
48
Male
15,886
Married
4
Master's
Employed
23.928868
Rural
Comprehensive
1
12
679
9
2021-08-19 15:21:39.199447
Poor
Yes
Daily
Apartment
1,205
1,163,509
39
Male
6,887
Married
4
PhD
Self-Employed
44.608614
Rural
Basic
2
0
652
3
2023-12-29 15:21:39.134960
Good
No
Weekly
Condo
1,947
1,163,510
45
Female
1,333
Divorced
1
High School
Employed
13.816282
Rural
Basic
3
12
null
7
2023-12-17 15:21:39.164044
Average
No
Daily
House
1,059
1,163,511
28
Male
55,106
Single
3
Master's
null
40.1058
Suburban
Basic
4
6
576
8
2019-11-20 15:21:39.194829
Poor
No
Daily
House
2,212
1,163,512
42
Male
6,169
Divorced
2
High School
Unemployed
10.985746
Rural
Premium
1
2
null
3
2021-06-08 15:21:39.192212
Poor
No
Daily
Apartment
890
1,163,513
39
Female
6,846
Divorced
3
PhD
Employed
28.281637
Suburban
Premium
0
4
616
7
2020-01-24 15:21:39.087123
Poor
Yes
Daily
Apartment
602
1,163,514
62
Male
44,938
Divorced
4
Master's
Unemployed
26.766333
Urban
Basic
0
9
583
6
2024-01-11 15:21:39.198406
Average
Yes
Monthly
House
518
1,163,515
22
Female
null
Divorced
3
Bachelor's
Employed
8.242694
Urban
Basic
0
8
809
5
2019-09-11 15:21:39.170099
Average
No
Daily
Apartment
36
1,163,516
31
Male
null
Married
4
High School
Self-Employed
15.334593
Suburban
Comprehensive
0
1
778
5
2022-11-23 15:21:39.237118
Average
Yes
Monthly
House
405
1,163,517
28
Female
62,851
Single
0
Bachelor's
Employed
11.684468
Urban
Comprehensive
1
16
788
3
2021-09-11 15:21:39.154008
Good
Yes
Rarely
Condo
112
1,163,518
33
Female
6,213
Married
4
Master's
null
22.410376
Urban
Premium
3
5
677
8
2024-01-10 15:21:39.194829
null
Yes
Rarely
House
214
1,163,519
30
Male
12,661
Divorced
3
High School
null
7.554985
Urban
Premium
null
7
581
4
2019-09-02 15:21:39.133866
Good
Yes
Daily
Condo
1,542
1,163,520
51
Male
12,791
Single
3
Master's
null
39.583401
Urban
Comprehensive
0
6
441
9
2023-08-10 15:21:39.155231
Poor
No
Weekly
Condo
712
1,163,521
24
Female
63,761
Married
2
Master's
Unemployed
29.764769
Urban
Comprehensive
0
19
347
6
2024-07-13 15:21:39.172097
Poor
No
Daily
Apartment
473
1,163,522
33
Female
25,000
Single
0
PhD
Unemployed
null
Urban
Comprehensive
null
1
679
2
2022-02-13 15:21:39.207847
Poor
No
Weekly
Apartment
1,104
1,163,523
59
Male
18,487
Divorced
0
Master's
null
18.702503
Suburban
Comprehensive
0
8
467
7
2022-09-20 15:21:39.274993
Good
No
Daily
House
1,817
1,163,524
63
Female
64,138
Divorced
1
High School
Unemployed
48.838578
Rural
Premium
null
10
640
5
2021-03-10 15:21:39.248098
Poor
No
Weekly
Apartment
64
1,163,525
52
Male
null
Married
2
High School
null
13.066646
Suburban
Comprehensive
1
13
346
6
2020-02-21 15:21:39.260856
Average
Yes
Daily
Apartment
170
1,163,526
29
Male
28,399
Divorced
4
Master's
Self-Employed
50.773459
Suburban
Comprehensive
1
7
738
3
2023-10-01 15:21:39.237118
Poor
No
Daily
House
2,102
1,163,527
56
Male
27,401
Married
2
Master's
Employed
31.705925
Rural
Basic
0
7
662
4
2020-02-28 15:21:39.155231
null
Yes
Monthly
Apartment
552
1,163,528
44
Male
76,186
Married
3
PhD
null
34.759151
Urban
Premium
0
19
347
4
2022-08-19 15:21:39.170099
Good
Yes
Monthly
Apartment
466
1,163,529
29
Male
3,675
Single
4
Master's
Self-Employed
22.874991
Suburban
Premium
2
11
null
4
2022-11-06 15:21:39.149731
Average
Yes
Weekly
House
886
1,163,530
29
Male
43,783
Divorced
2
Bachelor's
null
8.128521
Urban
Basic
1
0
724
4
2020-01-02 15:21:39.155231
Poor
Yes
Daily
House
1,569
1,163,531
25
Female
30,213
Single
null
Master's
null
34.824712
Suburban
Comprehensive
null
15
696
1
2020-05-27 15:21:39.270454
Good
Yes
Daily
House
420
1,163,532
62
Female
16,078
Single
4
High School
null
19.868639
Rural
Comprehensive
1
5
584
4
2024-04-11 15:21:39.283783
Good
Yes
Rarely
Condo
1,314
1,163,533
33
Male
15,227
Married
0
Bachelor's
Unemployed
26.837854
Rural
Basic
null
6
577
6
2023-03-05 15:21:39.147735
Poor
Yes
Rarely
Condo
374
1,163,534
48
Male
12,053
Married
3
High School
Self-Employed
28.477569
Rural
Premium
1
19
788
6
2023-09-21 15:21:39.151732
Good
No
Monthly
Condo
712
1,163,535
26
Female
43,856
Married
3
High School
Self-Employed
8.824471
Rural
Basic
2
4
603
2
2022-07-10 15:21:39.112553
Poor
Yes
Monthly
Apartment
860
1,163,536
39
Male
43,493
Single
1
High School
Unemployed
8.69888
Urban
Comprehensive
3
3
785
8
2022-02-07 15:21:39.190215
Average
Yes
Daily
Condo
941
1,163,537
51
Female
5,866
Divorced
2
High School
Self-Employed
7.076592
Rural
Premium
1
3
572
7
2022-01-23 15:21:39.237118
Average
Yes
Daily
Apartment
1,668
1,163,538
26
Male
9,095
Single
4
Master's
Unemployed
12.77493
Urban
Premium
2
10
774
5
2024-07-11 15:21:39.098696
Poor
No
Monthly
House
548
1,163,539
48
Female
40,243
Single
4
PhD
Self-Employed
45.884441
Rural
Comprehensive
null
19
null
8
2019-11-02 15:21:39.221386
Poor
Yes
Monthly
Condo
150
1,163,540
49
Female
725
Married
3
High School
Self-Employed
17.047895
Rural
Basic
2
17
310
1
2022-10-06 15:21:39.086123
Poor
No
Monthly
Condo
547
1,163,541
42
Female
3,547
Divorced
4
Master's
null
20.097554
Rural
Premium
0
1
592
3
2021-10-02 15:21:39.285112
Average
No
Monthly
Condo
382
1,163,542
41
Male
16,054
Married
0
High School
null
20.064631
Rural
Premium
0
3
844
8
2022-01-04 15:21:39.155231
Average
No
Monthly
Condo
705
1,163,543
21
Female
11,444
Single
0
Bachelor's
null
23.727865
Rural
Basic
1
6
496
1
2020-04-19 15:21:39.216387
Average
Yes
Monthly
House
100
1,163,544
30
Female
30,553
Married
1
Master's
Employed
44.36145
Rural
Comprehensive
null
4
683
4
2023-01-07 15:21:39.155231
Good
Yes
Rarely
House
782
1,163,545
52
Female
14,084
Married
3
Bachelor's
Self-Employed
23.859692
Urban
Comprehensive
0
5
559
9
2023-03-30 15:21:39.252145
Average
No
Rarely
House
1,061
1,163,546
38
Female
44,733
Married
1
PhD
Unemployed
23.141426
Suburban
Comprehensive
null
9
null
3
2019-08-17 15:21:39.155231
Average
No
Rarely
Condo
1,399
1,163,547
44
Male
49,789
Single
3
Master's
Self-Employed
44.926948
Rural
Premium
1
8
368
8
2022-12-03 15:21:39.214388
Good
Yes
Weekly
Condo
1,434
1,163,548
40
Female
506
Single
null
High School
Self-Employed
24.895153
Rural
Premium
0
15
712
7
2021-02-11 15:21:39.188220
Average
Yes
Daily
House
220
1,163,549
28
Male
10,014
Single
1
PhD
null
22.836553
Suburban
Comprehensive
1
19
739
5
2021-08-11 15:21:39.104139
Good
No
Daily
Apartment
447
1,163,550
22
Female
5,044
Divorced
0
PhD
Employed
null
Rural
Comprehensive
2
18
549
3
2024-03-08 15:21:39.252145
Poor
Yes
Daily
Condo
462
1,163,551
30
Male
37,482
Married
4
Master's
Unemployed
28.489967
Rural
Premium
0
2
684
1
2024-07-14 15:21:39.237118
Average
No
Weekly
Apartment
3,237
1,163,552
38
Female
26,200
Single
4
Master's
Employed
23.18449
Urban
Premium
null
5
648
7
2019-12-14 15:21:39.187211
Poor
Yes
Daily
House
2,760
1,163,553
49
Female
106,955
Single
4
PhD
Self-Employed
6.858214
Suburban
Premium
null
2
777
5
2019-09-14 15:21:39.282785
Good
No
Weekly
Apartment
20
1,163,554
30
Male
24,983
Married
null
Master's
null
18.8449
Urban
Comprehensive
0
9
null
1
2023-10-06 15:21:39.155231
Poor
No
Daily
Condo
1,355
1,163,555
58
Female
57,774
Single
2
Master's
Self-Employed
19.75667
Rural
Premium
1
1
328
5
2019-09-24 15:21:39.248098
Average
No
Weekly
Apartment
907
1,163,556
38
Female
25,956
Married
2
Master's
Self-Employed
37.859761
Rural
Basic
0
7
727
5
2022-12-05 15:21:39.155231
Poor
No
Daily
Apartment
664
1,163,557
28
Male
4,669
Married
0
Bachelor's
null
9.115861
Urban
Premium
3
14
574
3
2022-05-11 15:21:39.134960
Average
Yes
Rarely
Condo
1,096
1,163,558
32
Male
30,984
Married
2
High School
null
19.912495
Suburban
Basic
1
7
null
1
2020-06-22 15:21:39.172097
Average
No
Daily
Condo
1,787
1,163,559
21
Female
24,299
Married
0
High School
Unemployed
7.395909
Suburban
Premium
3
15
614
9
2022-09-01 15:21:39.280784
Poor
No
Weekly
Apartment
1,548
1,163,560
55
Male
3,190
Single
4
High School
Unemployed
6.329069
Suburban
Comprehensive
null
15
812
9
2021-04-09 15:21:39.230483
Poor
No
Daily
House
2,501
1,163,561
59
Female
13,568
Married
null
PhD
Unemployed
11.676069
Suburban
Basic
2
8
null
6
2020-09-16 15:21:39.080440
Poor
Yes
Weekly
House
892
1,163,562
52
Male
43,547
Married
4
PhD
Unemployed
32.478032
Urban
Comprehensive
0
9
821
7
2022-01-11 15:21:39.274993
Good
No
Monthly
House
3,688
1,163,563
20
Female
28,725
Married
0
Master's
Unemployed
32.410809
Urban
Basic
0
12
529
4
2021-02-19 15:21:39.185215
Good
Yes
Daily
House
620
1,163,564
64
Female
56,449
Single
2
Master's
null
27.038673
Rural
Comprehensive
0
6
373
7
2022-07-08 15:21:39.084065
Poor
Yes
Weekly
Condo
852
1,163,565
29
Female
3,629
Married
1
Bachelor's
Unemployed
42.07368
Urban
Premium
2
19
669
3
2023-03-04 15:21:39.170099
null
Yes
Rarely
House
1,111
1,163,566
46
Female
83,023
Married
2
Bachelor's
Self-Employed
40.464079
Suburban
Premium
2
16
720
3
2023-09-03 15:21:39.226954
Poor
No
Weekly
Apartment
2,957
1,163,567
19
Male
6,741
Divorced
4
Master's
Unemployed
40.127219
Suburban
Premium
0
13
529
1
2022-06-10 15:21:39.186212
Good
Yes
Monthly
Apartment
3,381
1,163,568
39
Female
20,495
Married
4
High School
Employed
11.965998
Suburban
Comprehensive
1
0
721
9
2022-09-30 15:21:39.170099
Good
Yes
Weekly
Condo
1,444
1,163,569
20
Male
4,721
Divorced
4
Master's
Employed
32.252947
Urban
Basic
null
10
645
1
2023-04-20 15:21:39.102694
Good
Yes
Rarely
Apartment
2,069
1,163,570
28
Female
14,678
Single
4
PhD
null
31.719677
Urban
Premium
1
5
801
4
2019-09-08 15:21:39.130190
Good
No
Monthly
Condo
123
1,163,571
54
Male
25,783
Single
3
Bachelor's
Unemployed
15.285524
Rural
Comprehensive
2
11
516
2
2022-10-26 15:21:39.280784
null
No
Daily
Condo
1,036
1,163,572
20
Female
45,378
Divorced
1
PhD
null
null
Suburban
Basic
1
18
538
3
2021-03-01 15:21:39.126661
Poor
No
Monthly
Condo
26
1,163,573
51
Male
6,943
Married
3
Bachelor's
Employed
13.131919
Rural
Premium
null
4
807
9
2019-11-01 15:21:39.185215
Poor
No
Weekly
Condo
537
1,163,574
24
Male
123,919
Divorced
1
Master's
null
52.78594
Urban
Comprehensive
null
7
806
5
2021-11-04 15:21:39.237118
Average
No
Daily
Condo
929
1,163,575
55
Female
23,991
Married
1
Bachelor's
Unemployed
31.235048
Rural
Comprehensive
null
14
761
3
2020-09-10 15:21:39.084065
Average
No
Rarely
House
754
1,163,576
56
Male
45,626
Married
4
PhD
Unemployed
15.798839
Suburban
Basic
2
16
441
9
2023-11-29 15:21:39.092127
Average
No
Rarely
Condo
1,668
1,163,577
45
Male
37,349
Married
1
Bachelor's
null
10.633765
Urban
Premium
1
19
727
7
2020-09-07 15:21:39.172097
Poor
No
Monthly
House
1,093
1,163,578
32
Male
2,072
Married
0
High School
Unemployed
6.928379
Suburban
Premium
0
18
null
4
2021-12-03 15:21:39.082499
Good
No
Monthly
House
355
1,163,579
33
Female
57,771
Single
2
PhD
Employed
49.293743
Suburban
Premium
null
2
795
1
2023-05-24 15:21:39.236064
null
Yes
Rarely
House
2,847
1,163,580
18
Male
18,288
Divorced
3
Bachelor's
Employed
20.738146
Rural
Comprehensive
0
14
734
3
2020-05-31 15:21:39.261856
Poor
Yes
Monthly
Condo
868
1,163,581
24
Male
3,689
Married
2
PhD
Employed
24.481406
Rural
Comprehensive
2
15
715
2
2020-01-25 15:21:39.237118
Poor
Yes
Monthly
Apartment
49
1,163,582
43
Female
1,408
null
1
High School
Employed
19.857108
Suburban
Comprehensive
1
0
null
2
2024-08-12 15:21:39.144722
Average
No
Weekly
Condo
561
1,163,583
36
Male
7,215
Divorced
3
PhD
null
29.245741
Rural
Comprehensive
0
13
737
2
2019-11-16 15:21:39.237118
Average
No
Daily
House
56
1,163,584
53
Male
100,303
Divorced
3
Bachelor's
Unemployed
15.817459
Suburban
Comprehensive
null
3
399
9
2022-11-29 15:21:39.249100
Good
Yes
Monthly
Condo
1,067
1,163,585
48
Female
121,816
Married
3
Master's
null
26.077249
Urban
Comprehensive
null
6
540
1
2019-10-02 15:21:39.287115
null
No
Daily
Apartment
35
1,163,586
60
Male
17,729
Single
0
PhD
Self-Employed
33.673524
Suburban
Basic
0
7
539
7
2023-03-10 15:21:39.252145
Average
Yes
Rarely
Condo
387
1,163,587
49
Male
47,047
Married
3
High School
Unemployed
26.945502
Urban
Comprehensive
null
11
317
4
2020-11-08 15:21:39.251142
Average
Yes
Weekly
House
1,620
1,163,588
44
Male
38,323
Divorced
2
High School
Unemployed
25.483063
Suburban
Comprehensive
null
15
772
2
2020-08-15 15:21:39.102694
Poor
No
Daily
Condo
495
1,163,589
32
Male
1,043
Divorced
4
Bachelor's
null
16.879365
Urban
Comprehensive
2
7
591
2
2023-11-27 15:21:39.155231
Average
No
Rarely
House
130
1,163,590
57
Male
2,961
Single
1
PhD
Self-Employed
46.234527
Urban
Basic
2
16
766
7
2023-06-04 15:21:39.269494
Poor
No
Rarely
Condo
1,211
1,163,591
31
Female
29,784
Married
4
High School
Unemployed
null
Urban
Premium
0
3
483
8
2022-10-20 15:21:39.237118
Good
Yes
Daily
House
2,918
1,163,592
24
Female
8,072
Divorced
2
Master's
Employed
43.183445
Urban
Comprehensive
2
12
781
2
2020-04-29 15:21:39.084065
Average
No
Rarely
Apartment
2,601
1,163,593
44
Female
23,755
Divorced
3
PhD
Self-Employed
34.734695
Rural
Comprehensive
null
13
313
9
2022-11-14 15:21:39.179186
Poor
Yes
Weekly
Apartment
668
1,163,594
35
Male
65,522
Married
2
PhD
null
35.939828
Rural
Comprehensive
1
19
436
6
2024-03-10 15:21:39.112553
Poor
Yes
Rarely
Apartment
1,206
1,163,595
26
Male
68,852
Single
4
Master's
Employed
null
Urban
Comprehensive
null
9
null
4
2023-03-20 15:21:39.168099
null
Yes
Weekly
House
772
1,163,596
18
Male
37,163
Married
2
Bachelor's
null
29.78604
Rural
Basic
null
0
696
8
2021-05-12 15:21:39.204790
Poor
No
Rarely
Apartment
2,199
1,163,597
20
Male
39,769
Single
2
PhD
null
28.922102
Urban
Comprehensive
0
17
515
4
2022-08-21 15:21:39.167099
Good
Yes
Monthly
Condo
982
1,163,598
24
Male
97,555
Single
2
Bachelor's
Self-Employed
51.539038
Suburban
Comprehensive
null
0
674
9
2023-02-14 15:21:39.201446
Good
Yes
Daily
Apartment
1,803
1,163,599
41
Female
11,059
Single
null
PhD
Unemployed
10.681702
Rural
Basic
1
8
547
5
2023-10-26 15:21:39.094752
Poor
No
Monthly
Condo
667