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
1,164,600
45
Male
25
Single
2
PhD
null
14.267747
Rural
Basic
0
14
433
7
2020-12-22 15:21:39.186212
Average
Yes
Daily
Apartment
3,418
1,164,601
34
Male
18,574
Married
4
Master's
Employed
25.391208
Suburban
Premium
0
18
671
2
2020-04-30 15:21:39.092127
Poor
No
Monthly
Apartment
1,105
1,164,602
28
Female
102,548
Married
1
Master's
null
4.903018
Urban
Comprehensive
2
14
764
2
2021-08-20 15:21:39.155231
Poor
No
Daily
Condo
2,429
1,164,603
63
Male
20,179
Married
4
Bachelor's
Employed
22.146701
Urban
Premium
1
0
520
5
2023-02-07 15:21:39.188220
Good
Yes
Daily
House
134
1,164,604
21
Male
2,912
Married
3
High School
Self-Employed
38.637413
Urban
Comprehensive
0
18
709
4
2020-09-20 15:21:39.170099
Poor
Yes
Weekly
House
3,280
1,164,605
27
Male
4,828
Divorced
null
Bachelor's
Unemployed
28.052243
Suburban
Comprehensive
1
12
543
6
2021-10-18 15:21:39.204790
Good
Yes
Rarely
Condo
4,943
1,164,606
59
Male
29,275
Married
2
Master's
null
26.988511
Suburban
Basic
null
19
339
7
2023-05-30 15:21:39.261856
Good
No
Weekly
Apartment
1,099
1,164,607
30
Male
35,478
Divorced
1
PhD
null
null
Rural
Premium
null
16
null
9
2021-02-06 15:21:39.134960
Average
Yes
Weekly
Condo
795
1,164,608
52
Female
624
Married
0
Bachelor's
Unemployed
20.155841
Suburban
Basic
2
3
null
5
2024-04-23 15:21:39.259788
Average
No
Monthly
House
662
1,164,609
35
Female
29,230
Single
3
Bachelor's
Employed
null
Rural
Premium
null
9
559
6
2023-02-11 15:21:39.132191
Average
No
Monthly
House
2,040
1,164,610
60
Female
13,991
Single
0
PhD
null
44.281406
Urban
Comprehensive
1
19
481
2
2022-05-06 15:21:39.143708
Good
Yes
Monthly
House
2,412
1,164,611
24
Female
null
Divorced
1
Master's
Employed
8.965142
Suburban
Comprehensive
2
19
559
5
2023-06-22 15:21:39.097737
Average
No
Rarely
Condo
2,479
1,164,612
29
Male
19,097
Single
0
High School
Employed
42.847136
Rural
Comprehensive
0
9
null
9
2023-10-19 15:21:39.256696
Poor
Yes
Weekly
Condo
816
1,164,613
64
Male
131,821
Single
null
Master's
Self-Employed
34.017076
Rural
Basic
0
13
438
6
2020-04-22 15:21:39.134960
Poor
Yes
Monthly
Apartment
944
1,164,614
47
Female
8,881
Divorced
null
Bachelor's
Self-Employed
17.959429
Rural
Premium
1
12
591
3
2023-12-26 15:21:39.271453
Average
Yes
Daily
House
928
1,164,615
58
Female
29,316
Divorced
2
Bachelor's
null
7.939865
Rural
Premium
0
11
683
5
2020-03-21 15:21:39.094752
Poor
No
Weekly
Condo
992
1,164,616
56
Male
30,027
Single
4
High School
Employed
16.868834
Rural
Premium
null
0
725
7
2024-04-06 15:21:39.237118
Average
Yes
Weekly
Apartment
789
1,164,617
43
Male
52,945
Married
4
PhD
Employed
37.927371
Rural
Comprehensive
null
6
516
9
2021-06-10 15:21:39.225916
Poor
No
Monthly
Condo
286
1,164,618
28
Female
78,835
Single
4
PhD
Unemployed
21.058321
Suburban
Comprehensive
1
8
841
2
2019-09-20 15:21:39.196387
null
No
Monthly
Apartment
23
1,164,619
54
Male
27,562
Divorced
2
High School
Self-Employed
24.988787
Rural
Basic
0
3
810
4
2024-01-02 15:21:39.213373
Average
No
Weekly
Condo
1,857
1,164,620
41
Female
25,474
Single
2
PhD
Unemployed
11.680439
Urban
Premium
null
3
674
5
2023-09-21 15:21:39.173834
Poor
No
Daily
Condo
111
1,164,621
32
Male
46,677
Married
3
High School
Unemployed
35.50841
Suburban
Basic
2
7
316
2
2024-02-11 15:21:39.249100
Poor
No
Weekly
House
582
1,164,622
59
Female
5,730
Married
4
High School
Employed
11.904006
Rural
Basic
null
5
607
3
2022-12-21 15:21:39.250151
Good
Yes
Weekly
House
439
1,164,623
26
Female
20,465
Single
2
High School
Employed
7.388601
Urban
Comprehensive
2
4
831
1
2023-10-28 15:21:39.179186
Good
Yes
Monthly
Apartment
485
1,164,624
61
Male
6,097
Married
2
High School
null
26.922641
Suburban
Basic
0
16
408
5
2023-05-03 15:21:39.167099
Average
No
Weekly
House
1,407
1,164,625
55
Male
142,766
Single
4
PhD
Unemployed
27.382936
Rural
Premium
0
2
301
8
2022-12-06 15:21:39.237118
Poor
No
Rarely
House
612
1,164,626
63
Male
42,914
Single
4
High School
Unemployed
14.754533
Rural
Comprehensive
null
12
384
9
2023-01-30 15:21:39.134960
Poor
No
Monthly
Apartment
1,368
1,164,627
53
Female
15,255
Single
2
PhD
Employed
null
Rural
Comprehensive
2
14
null
4
2020-08-17 15:21:39.094752
Poor
No
Rarely
Condo
1,218
1,164,628
34
Female
2,680
Married
2
High School
null
28.04279
Rural
Basic
4
14
511
6
2022-06-29 15:21:39.237118
Good
Yes
Rarely
House
1,253
1,164,629
29
Male
3,819
Single
1
Bachelor's
Self-Employed
17.717016
Urban
Comprehensive
1
5
585
9
2021-07-20 15:21:39.252145
Poor
No
Weekly
House
2,301
1,164,630
39
Male
9,506
Married
3
Bachelor's
Unemployed
20.072199
Suburban
Basic
1
9
615
1
2021-04-09 15:21:39.267454
Poor
No
Monthly
Condo
906
1,164,631
23
Male
102,593
Divorced
3
High School
Self-Employed
null
Rural
Basic
null
19
759
3
2020-08-25 15:21:39.187211
Average
Yes
Monthly
Apartment
391
1,164,632
59
Female
26,776
Divorced
4
Bachelor's
null
9.527952
Urban
Premium
1
16
767
2
2023-07-27 15:21:39.182597
Good
No
Rarely
Apartment
452
1,164,633
26
Female
3,446
Married
4
Master's
null
15.879204
Rural
Premium
null
18
496
3
2019-11-02 15:21:39.113566
Average
No
Rarely
Condo
250
1,164,634
21
Male
16,375
Married
4
High School
Unemployed
10.926223
Suburban
Premium
null
9
766
1
2021-04-27 15:21:39.148733
Good
Yes
Weekly
Condo
968
1,164,635
29
Female
20
Divorced
4
Bachelor's
null
41.58387
Urban
Premium
1
2
653
5
2023-05-29 15:21:39.134960
Good
No
Daily
Condo
1,853
1,164,636
33
Female
28,863
Single
3
High School
Self-Employed
18.957098
Suburban
Comprehensive
1
9
775
7
2024-07-21 15:21:39.230483
Average
No
Monthly
Apartment
1,518
1,164,637
61
Female
51,469
Divorced
0
Bachelor's
Employed
51.242364
Suburban
Basic
2
8
589
3
2019-09-05 15:21:39.236064
Poor
No
Daily
Condo
632
1,164,638
49
Male
68,981
Divorced
2
Master's
Employed
20.544748
Rural
Comprehensive
null
7
705
5
2020-01-14 15:21:39.212862
Poor
Yes
Weekly
House
249
1,164,639
60
Female
43,262
Married
1
High School
null
15.570627
Rural
Comprehensive
0
7
484
1
2022-04-30 15:21:39.226954
Average
Yes
Weekly
House
557
1,164,640
39
Male
10,897
Divorced
1
Master's
Employed
16.648837
Suburban
Basic
1
3
351
1
2024-03-17 15:21:39.126661
null
Yes
Daily
House
1,238
1,164,641
51
Female
20,311
Married
3
Master's
null
15.723979
Rural
Basic
0
5
743
7
2021-03-21 15:21:39.116179
Poor
Yes
Monthly
Condo
189
1,164,642
58
Female
7,238
Married
2
Bachelor's
Self-Employed
32.958391
Suburban
Basic
1
16
488
6
2022-12-09 15:21:39.155231
Poor
Yes
Weekly
House
1,067
1,164,643
27
Male
105,821
Divorced
0
PhD
Employed
33.748575
Rural
Premium
2
4
442
3
2022-10-07 15:21:39.134960
Good
No
Rarely
Condo
3,037
1,164,644
62
Male
2,424
Married
2
PhD
Self-Employed
null
Rural
Premium
1
12
554
8
2023-08-18 15:21:39.278402
Poor
No
Monthly
Condo
1,138
1,164,645
31
Male
18,081
Divorced
0
PhD
Employed
12.874398
Urban
Comprehensive
null
0
350
1
2023-04-13 15:21:39.134960
Average
No
Daily
House
522
1,164,646
27
Male
17,663
Single
null
High School
Employed
9.493639
Suburban
Comprehensive
2
13
478
6
2022-09-30 15:21:39.223390
Average
Yes
Monthly
House
3,051
1,164,647
26
Female
35,754
Married
1
High School
null
12.92627
Suburban
Comprehensive
null
16
528
6
2020-06-26 15:21:39.134960
Poor
Yes
Monthly
House
627
1,164,648
53
Male
1,388
Single
2
Bachelor's
Unemployed
47.74219
Urban
Premium
null
15
814
9
2021-08-16 15:21:39.134960
Good
No
Daily
Condo
2,920
1,164,649
59
Male
463
Single
1
Bachelor's
Self-Employed
28.184075
Rural
Basic
3
6
454
2
2023-02-15 15:21:39.134960
Good
No
Rarely
Condo
669
1,164,650
22
Male
55,829
Married
1
Master's
Employed
31.386212
Urban
Comprehensive
2
17
null
7
2021-01-26 15:21:39.134960
null
Yes
Weekly
Condo
1,502
1,164,651
54
Female
17,227
Married
0
High School
null
36.162458
Suburban
Premium
3
11
761
6
2023-02-22 15:21:39.264504
Average
Yes
Monthly
House
1,033
1,164,652
45
Male
10,197
Single
1
PhD
Self-Employed
41.036568
Suburban
Comprehensive
null
6
null
3
2020-12-06 15:21:39.226954
Poor
No
Monthly
Condo
493
1,164,653
48
Male
44,279
Divorced
4
High School
Self-Employed
10.717653
Urban
Premium
1
16
663
2
2020-01-16 15:21:39.226954
Average
No
Monthly
Apartment
1,229
1,164,654
34
Female
16,076
Married
1
PhD
Unemployed
17.898649
Urban
Premium
0
7
531
3
2022-09-19 15:21:39.155231
Good
Yes
Weekly
Condo
492
1,164,655
33
Female
12,086
Single
1
High School
Employed
16.183769
Suburban
Premium
0
12
652
1
2020-08-29 15:21:39.132191
Good
No
Daily
Condo
554
1,164,656
29
Male
95,833
Married
null
PhD
Employed
8.719955
Urban
Basic
0
14
676
7
2024-07-21 15:21:39.174719
Poor
Yes
Monthly
Apartment
44
1,164,657
52
Female
2,561
Divorced
4
Master's
Unemployed
17.377101
Suburban
Basic
null
18
566
6
2023-08-02 15:21:39.175719
Average
No
Rarely
Apartment
3,467
1,164,658
52
Male
24,140
Married
null
Master's
Employed
49.266831
Rural
Premium
1
0
464
6
2020-01-05 15:21:39.119168
Good
No
Monthly
Apartment
1,285
1,164,659
55
Male
1,510
Single
1
PhD
Unemployed
36.231605
Urban
Basic
1
1
691
1
2019-11-24 15:21:39.204790
Average
Yes
Rarely
Apartment
171
1,164,660
44
Female
11,356
Divorced
3
Master's
Self-Employed
47.22213
Urban
Premium
1
5
685
9
2023-01-17 15:21:39.228521
Poor
Yes
Weekly
House
807
1,164,661
48
Male
15,614
Single
1
High School
Employed
28.965911
Rural
Comprehensive
2
14
null
4
2020-02-06 15:21:39.171102
Good
No
Rarely
House
1,499
1,164,662
51
Male
13,643
Divorced
3
Bachelor's
Unemployed
31.990318
Rural
Premium
null
3
739
6
2024-07-30 15:21:39.272456
Poor
No
Rarely
Condo
3,291
1,164,663
18
Male
2,746
Married
4
Master's
null
7.822122
Suburban
Premium
0
18
778
3
2022-10-22 15:21:39.080440
Average
Yes
Weekly
House
2,623
1,164,664
46
Male
4,568
Divorced
4
Bachelor's
Unemployed
23.395985
Urban
Comprehensive
3
14
575
8
2021-04-18 15:21:39.148733
Poor
Yes
Monthly
House
393
1,164,665
48
Female
40,608
Single
null
High School
Employed
15.73549
Rural
Basic
null
4
695
1
2023-12-14 15:21:39.185215
Good
Yes
Rarely
House
514
1,164,666
51
Male
9,791
Married
1
High School
Employed
18.353766
Rural
Premium
0
7
null
5
2022-05-05 15:21:39.171102
Average
Yes
Daily
House
1,540
1,164,667
50
Female
9,069
Married
1
High School
Employed
47.232502
Rural
Basic
0
13
581
5
2022-07-19 15:21:39.131192
Average
Yes
Monthly
House
462
1,164,668
35
Male
43,829
Single
3
High School
null
37.681918
Rural
Comprehensive
0
10
703
9
2023-01-01 15:21:39.166062
Good
No
Monthly
Apartment
595
1,164,669
59
Male
11,516
Divorced
0
PhD
Self-Employed
14.097372
Rural
Premium
1
17
456
3
2021-01-24 15:21:39.095696
Poor
No
Weekly
Condo
997
1,164,670
27
Male
16,888
Married
2
Bachelor's
Employed
32.286414
Urban
Comprehensive
2
10
482
7
2022-06-01 15:21:39.223390
Average
Yes
Monthly
House
473
1,164,671
46
Male
1,075
null
0
PhD
null
32.597846
Suburban
Basic
1
19
581
7
2024-07-15 15:21:39.155231
Poor
No
Weekly
Apartment
3,401
1,164,672
58
Female
136,761
Divorced
1
Bachelor's
Self-Employed
42.527647
Urban
Basic
null
19
711
4
2020-10-24 15:21:39.279729
Average
Yes
Monthly
Apartment
4,857
1,164,673
38
Female
58,485
Single
0
High School
Self-Employed
34.477436
Rural
Premium
null
7
351
5
2022-04-30 15:21:39.194829
Good
No
Rarely
Apartment
1,664
1,164,674
59
Male
758
Married
1
PhD
null
26.988511
Rural
Comprehensive
0
3
480
1
2020-11-06 15:21:39.176717
Good
Yes
Weekly
House
133
1,164,675
39
Female
92,783
Single
1
PhD
Unemployed
22.907962
Suburban
Comprehensive
0
0
582
6
2020-02-29 15:21:39.155231
Good
Yes
Rarely
Condo
100
1,164,676
23
Male
8,892
Married
1
PhD
Employed
18.913984
Urban
Basic
1
18
581
4
2023-09-28 15:21:39.087123
Average
Yes
Monthly
Apartment
825
1,164,677
57
Male
null
Single
0
PhD
Employed
8.98593
Rural
Basic
null
10
442
8
2022-07-28 15:21:39.228521
Good
Yes
Weekly
House
2,345
1,164,678
46
Female
2,482
Divorced
0
Master's
null
47.372803
Rural
Comprehensive
2
16
null
4
2020-01-06 15:21:39.280784
null
Yes
Weekly
Condo
1,182
1,164,679
62
Female
36,006
Divorced
1
Master's
Employed
26.017089
Urban
Premium
1
12
615
4
2020-04-18 15:21:39.273973
Average
No
Rarely
Condo
2,438
1,164,680
50
Female
17,885
Divorced
1
Master's
null
49.976609
Urban
Basic
0
16
609
7
2024-02-20 15:21:39.155231
Good
No
Daily
Apartment
912
1,164,681
63
Male
23,761
Married
1
PhD
Self-Employed
36.163589
Urban
Premium
1
19
728
7
2024-05-12 15:21:39.123711
Poor
Yes
Weekly
Condo
921
1,164,682
31
Female
2,417
Divorced
2
Bachelor's
null
10.844134
Suburban
Basic
1
11
687
8
2019-11-17 15:21:39.155231
Poor
Yes
Weekly
Apartment
2,083
1,164,683
41
Female
1,409
Single
1
PhD
Unemployed
null
Rural
Premium
1
14
null
1
2021-12-19 15:21:39.285112
Good
Yes
Daily
House
686
1,164,684
55
Male
24,983
Married
2
Bachelor's
null
23.095759
Suburban
Premium
1
3
498
2
2024-05-27 15:21:39.251142
Average
No
Rarely
House
26
1,164,685
null
Female
25,287
Divorced
0
High School
Unemployed
19.788991
Suburban
Premium
2
6
772
4
2022-09-20 15:21:39.134960
Average
No
Daily
House
1,617
1,164,686
46
Male
4,717
Divorced
4
High School
null
19.782165
Rural
Basic
null
15
526
4
2020-03-19 15:21:39.204790
null
No
Weekly
House
437
1,164,687
37
Male
3,908
Single
3
Master's
Unemployed
3.876301
Suburban
Comprehensive
2
9
636
6
2020-03-06 15:21:39.198406
Poor
Yes
Daily
Apartment
955
1,164,688
35
Male
750
Married
2
Master's
null
15.677045
Urban
Premium
null
15
463
6
2023-04-26 15:21:39.221386
Average
Yes
Monthly
Apartment
3,107
1,164,689
51
Male
17,086
Divorced
4
PhD
Self-Employed
21.964453
Rural
Basic
2
2
790
2
2022-08-29 15:21:39.282785
Average
No
Rarely
Condo
112
1,164,690
48
Male
34,658
Single
2
Master's
Employed
3.66358
Rural
Comprehensive
1
3
811
5
2022-10-09 15:21:39.085129
Average
Yes
Weekly
Condo
752
1,164,691
37
Male
10,463
Divorced
0
PhD
Employed
30.436524
Suburban
Basic
null
8
638
4
2023-06-19 15:21:39.173834
Good
No
Rarely
Condo
3,941
1,164,692
37
Female
13,603
Divorced
3
PhD
null
31.705873
Rural
Comprehensive
1
1
835
7
2021-10-22 15:21:39.191219
Average
No
Daily
Apartment
995
1,164,693
null
Female
55,637
Married
null
High School
null
23.966159
Urban
Premium
null
8
364
8
2020-02-29 15:21:39.092127
Good
No
Monthly
Apartment
2,129
1,164,694
51
Male
3,377
Married
2
Bachelor's
Employed
10.092646
Urban
Basic
null
12
402
6
2021-11-15 15:21:39.283783
Poor
No
Daily
Condo
2,238
1,164,695
24
Female
54,489
Married
2
High School
null
20.948588
Urban
Premium
0
17
400
3
2021-09-27 15:21:39.187211
Good
Yes
Weekly
Apartment
103
1,164,696
54
Male
9,761
Divorced
2
Bachelor's
Self-Employed
25.769814
Suburban
Basic
1
15
488
6
2020-09-13 15:21:39.252145
Poor
No
Monthly
Condo
513
1,164,697
19
Female
109,624
Married
2
High School
null
16.836705
Rural
Basic
0
6
327
2
2023-03-01 15:21:39.102694
Poor
No
Daily
Apartment
837
1,164,698
49
Female
6,826
Single
3
PhD
Employed
34.935868
Suburban
Comprehensive
2
2
697
8
2024-08-01 15:21:39.274993
Average
Yes
Rarely
Apartment
526
1,164,699
49
Female
8,098
Married
4
Master's
Unemployed
null
Suburban
Comprehensive
null
19
695
4
2020-09-23 15:21:39.134960
Good
No
Daily
House
766