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
20,600
20
Male
38,776
Married
0
Bachelor's
null
36.36261
Rural
Premium
null
1
608
3
2023-09-14 15:21:39.276901
Good
No
Weekly
Apartment
1,398
20,601
45
Male
1,355
Married
2
Master's
Employed
12.828797
Suburban
Basic
5
0
665
9
2021-12-22 15:21:39.134960
Good
Yes
Monthly
House
29
20,602
18
Female
28,108
Single
1
PhD
null
21.596536
Rural
Comprehensive
0
1
548
2
2024-05-07 15:21:39.155231
null
Yes
Monthly
House
938
20,603
34
Male
5,510
Divorced
4
Bachelor's
Self-Employed
12.333946
Suburban
Premium
2
5
506
2
2021-06-18 15:21:39.183598
Good
No
Daily
Apartment
1,328
20,604
38
Female
22,024
Single
0
Master's
Self-Employed
47.10777
Rural
Premium
1
4
723
8
2020-09-17 15:21:39.288099
Average
Yes
Monthly
Apartment
1,540
20,605
51
Female
71,455
Single
0
Bachelor's
null
51.082815
Urban
Premium
2
1
683
1
2019-11-01 15:21:39.229482
Average
Yes
Rarely
House
80
20,606
55
Female
16,085
Divorced
null
Bachelor's
Unemployed
17.393898
Urban
Comprehensive
2
4
644
8
2021-01-27 15:21:39.128286
Good
No
Daily
Condo
806
20,607
55
Female
11,973
Divorced
null
PhD
Self-Employed
31.099971
Suburban
Comprehensive
0
7
526
5
2022-09-18 15:21:39.102694
Poor
No
Weekly
Apartment
3,178
20,608
62
Male
6,931
Divorced
2
Master's
Employed
26.611783
Rural
Comprehensive
3
16
659
1
2022-05-05 15:21:39.091080
Average
Yes
Rarely
Condo
28
20,609
44
Male
null
Married
3
High School
null
32.772584
Rural
Comprehensive
null
8
361
7
2019-09-20 15:21:39.128286
Good
No
Weekly
House
1,828
20,610
22
Male
48,901
Single
2
Master's
Unemployed
null
Urban
Basic
2
13
788
5
2021-01-02 15:21:39.171102
Average
Yes
Daily
Apartment
3,640
20,611
47
Male
30,984
Single
4
PhD
Employed
39.240085
Suburban
Comprehensive
0
18
718
9
2022-11-18 15:21:39.134960
Good
Yes
Daily
Condo
3,515
20,612
49
Male
20,720
Married
2
Master's
Self-Employed
41.95525
Rural
Basic
null
3
635
7
2022-06-04 15:21:39.278402
Good
No
Rarely
Condo
1,476
20,613
19
Female
5,780
Married
0
Bachelor's
Unemployed
10.835374
Urban
Basic
null
19
703
7
2023-03-07 15:21:39.134960
Average
Yes
Weekly
Condo
467
20,614
39
Female
20,653
Divorced
3
PhD
Unemployed
34.879284
Rural
Premium
null
3
484
4
2024-03-17 15:21:39.168099
Average
Yes
Rarely
Condo
2,516
20,615
29
Male
25,011
Divorced
4
Bachelor's
Self-Employed
4.69015
Suburban
Premium
1
5
726
4
2023-04-07 15:21:39.184157
Average
No
Rarely
House
1,604
20,616
22
Male
123,975
Divorced
2
Bachelor's
Employed
45.564803
Suburban
Comprehensive
null
12
454
7
2022-11-23 15:21:39.134960
Poor
Yes
Monthly
House
3,729
20,617
56
Male
61,807
Single
2
Bachelor's
Employed
31.367747
Rural
Basic
2
5
457
9
2021-06-04 15:21:39.091080
Poor
No
Weekly
Apartment
216
20,618
32
Female
17,140
Divorced
1
Bachelor's
null
42.097881
Urban
Basic
4
9
787
3
2023-06-15 15:21:39.237118
Poor
Yes
Monthly
House
3,235
20,619
60
Female
24,374
Single
0
PhD
null
9.988512
Rural
Comprehensive
null
17
487
1
2020-02-18 15:21:39.134960
Poor
Yes
Rarely
Condo
1,784
20,620
42
Female
34,205
Married
2
High School
null
17.758981
Urban
Premium
null
2
395
2
2022-10-01 15:21:39.194829
Average
Yes
Daily
Apartment
1,352
20,621
25
Female
null
Married
1
PhD
null
38.569546
Suburban
Premium
2
8
null
8
2020-10-15 15:21:39.134960
Good
Yes
Daily
House
91
20,622
49
Female
2,445
Married
0
Master's
Unemployed
null
Rural
Basic
0
16
659
9
2020-06-15 15:21:39.289099
Average
Yes
Rarely
House
957
20,623
64
Male
22,415
Single
0
High School
Self-Employed
21.982172
Urban
Premium
1
3
416
1
2022-03-14 15:21:39.220389
Average
Yes
Daily
House
662
20,624
44
Male
21,527
Single
0
Bachelor's
Employed
16.819241
Suburban
Premium
null
11
589
5
2024-03-24 15:21:39.155231
Poor
Yes
Rarely
Apartment
469
20,625
24
Female
20,654
Divorced
0
High School
Self-Employed
34.323838
Urban
Comprehensive
0
14
null
4
2022-04-07 15:21:39.250151
Poor
No
Rarely
Apartment
761
20,626
49
Male
null
Divorced
4
Master's
null
41.93397
Suburban
Basic
null
19
538
5
2021-11-17 15:21:39.134960
Poor
Yes
Daily
Condo
130
20,627
31
Female
17,607
Single
1
High School
Self-Employed
6.948147
Suburban
Comprehensive
null
1
658
7
2022-11-02 15:21:39.256696
Good
No
Daily
House
2,044
20,628
61
Female
null
Married
4
Master's
null
22.869471
Suburban
Basic
2
12
368
4
2021-08-29 15:21:39.155231
Good
Yes
Monthly
House
1,734
20,629
33
Male
16,071
Single
2
Bachelor's
null
40.793131
Urban
Comprehensive
null
15
788
8
2023-03-26 15:21:39.134960
Poor
No
Weekly
Apartment
795
20,630
42
Male
27,401
Single
2
PhD
null
18.450029
Suburban
Premium
1
17
710
9
2021-08-11 15:21:39.237118
Good
Yes
Daily
Apartment
1,180
20,631
62
Male
11,242
Single
null
Bachelor's
null
39.908157
Suburban
Comprehensive
null
12
494
9
2023-03-21 15:21:39.252145
Good
No
Daily
House
38
20,632
44
Female
42,406
Married
2
High School
Employed
25.8884
Urban
Comprehensive
1
1
804
4
2019-10-07 15:21:39.237118
Poor
No
Weekly
Apartment
434
20,633
54
Female
70,786
Single
null
Master's
Unemployed
44.665618
Rural
Premium
2
14
666
6
2021-03-26 15:21:39.283783
Average
Yes
Rarely
Apartment
115
20,634
40
Female
27,119
Single
3
High School
Employed
42.829787
Suburban
Comprehensive
2
7
696
6
2022-09-05 15:21:39.134960
Poor
Yes
Monthly
Apartment
1,435
20,635
57
Male
4,799
Divorced
0
PhD
null
22.412527
Urban
Comprehensive
2
13
456
1
2024-06-22 15:21:39.281787
Good
Yes
Monthly
Condo
538
20,636
62
Female
18,284
Married
4
Master's
null
21.379934
Suburban
Basic
1
14
697
5
2020-05-06 15:21:39.120168
Average
No
Daily
Apartment
474
20,637
26
Female
46,073
Single
4
Bachelor's
null
35.679213
Urban
Comprehensive
1
9
713
8
2024-02-21 15:21:39.210805
Average
Yes
Daily
Condo
211
20,638
45
Male
5,190
Divorced
1
Bachelor's
Employed
36.569641
Urban
Basic
1
7
562
6
2020-02-02 15:21:39.279462
Good
No
Monthly
Condo
664
20,639
38
Male
30,984
Single
2
Bachelor's
Employed
16.737504
Rural
Premium
null
10
516
5
2024-02-08 15:21:39.191219
Average
No
Weekly
Condo
662
20,640
56
Male
61,664
Married
4
PhD
Unemployed
34.067498
Urban
Comprehensive
3
12
496
6
2023-12-18 15:21:39.155231
null
No
Daily
Condo
983
20,641
33
Female
10,017
Married
2
PhD
Unemployed
31.772884
Rural
Comprehensive
0
11
620
3
2023-02-01 15:21:39.134960
Good
Yes
Rarely
Apartment
451
20,642
34
Female
2,580
Single
null
High School
Unemployed
3.52233
Rural
Premium
2
7
489
7
2020-09-19 15:21:39.132191
Poor
Yes
Weekly
House
1,149
20,643
63
Female
42,598
Single
null
PhD
null
45.003624
Suburban
Premium
null
6
515
5
2021-10-23 15:21:39.126661
Good
No
Monthly
Condo
1,189
20,644
34
Male
121,377
Married
null
High School
Self-Employed
45.561209
Rural
Premium
null
4
402
8
2020-11-14 15:21:39.211806
null
Yes
Rarely
Condo
155
20,645
35
Female
43,783
Single
4
PhD
Self-Employed
null
Suburban
Comprehensive
1
6
446
7
2021-07-20 15:21:39.168099
Poor
Yes
Weekly
Condo
1,088
20,646
36
Female
18,270
Divorced
2
Bachelor's
Self-Employed
3.671552
Urban
Premium
null
0
565
3
2022-03-26 15:21:39.170099
Good
No
Rarely
House
1,395
20,647
29
Male
28,680
Married
1
High School
Self-Employed
24.879261
Rural
Comprehensive
null
10
625
3
2020-11-20 15:21:39.110557
Average
No
Weekly
House
1,358
20,648
63
Female
39,813
Married
1
Bachelor's
Self-Employed
36.386714
Urban
Basic
1
11
372
5
2021-11-13 15:21:39.123711
Average
Yes
Rarely
Condo
1,312
20,649
42
Female
4,541
Single
1
Bachelor's
Self-Employed
50.959693
Urban
Premium
4
11
621
8
2021-03-15 15:21:39.237118
Poor
Yes
Weekly
Condo
1,061
20,650
54
Male
25,058
Married
4
PhD
Self-Employed
36.496621
Urban
Basic
null
11
505
7
2020-12-17 15:21:39.155231
Good
Yes
Monthly
House
689
20,651
43
Male
3,712
Divorced
null
High School
null
21.495524
Rural
Basic
0
13
313
6
2024-06-03 15:21:39.246098
Good
Yes
Rarely
Apartment
1,211
20,652
45
Female
16,078
Married
1
High School
Self-Employed
38.259561
Urban
Basic
null
4
454
5
2023-01-28 15:21:39.134960
Good
Yes
Daily
Condo
639
20,653
61
Female
29,702
Single
2
High School
null
27.294841
Suburban
Comprehensive
0
5
743
8
2021-01-21 15:21:39.084065
Average
No
Weekly
House
446
20,654
36
Male
7,892
Divorced
4
Master's
Unemployed
12.012636
Rural
Premium
1
7
549
6
2021-08-05 15:21:39.237118
null
Yes
Weekly
House
4,340
20,655
50
Male
989
Married
1
Master's
Employed
25.552297
Rural
Premium
2
6
655
8
2020-06-16 15:21:39.166062
Good
Yes
Rarely
Condo
1,053
20,656
59
Female
28,677
Single
0
PhD
Employed
6.040976
Rural
Basic
null
5
443
5
2024-05-17 15:21:39.245086
Average
Yes
Daily
Apartment
779
20,657
51
Male
null
Married
3
High School
Unemployed
null
Rural
Basic
3
10
779
6
2019-09-10 15:21:39.164044
Poor
Yes
Rarely
Apartment
24
20,658
56
Female
null
Married
0
Master's
null
27.788904
Rural
Basic
3
2
609
1
2022-06-24 15:21:39.276901
Average
No
Weekly
House
23
20,659
37
Male
6,638
Single
null
High School
Employed
8.839725
Rural
Premium
null
12
384
6
2020-08-05 15:21:39.182597
Average
No
Rarely
House
1,487
20,660
52
Male
31,311
Single
3
PhD
null
32.087014
Rural
Premium
null
18
436
8
2020-09-11 15:21:39.092127
Good
Yes
Rarely
House
754
20,661
43
Female
35,297
Married
2
Master's
Self-Employed
8.161679
Urban
Premium
1
6
null
8
2020-02-01 15:21:39.155231
Average
Yes
Rarely
Apartment
728
20,662
49
Female
54,578
Married
0
Bachelor's
Self-Employed
46.887531
Urban
Basic
0
18
693
9
2023-09-20 15:21:39.237118
Good
Yes
Rarely
Apartment
110
20,663
33
Male
72,839
Divorced
0
High School
Unemployed
33.938891
Rural
Premium
3
1
485
1
2020-09-14 15:21:39.252145
Good
No
Daily
Apartment
835
20,664
64
Male
35,048
Single
0
PhD
null
13.812377
Rural
Basic
4
17
559
1
2022-12-18 15:21:39.088124
Good
No
Rarely
Condo
2,044
20,665
28
Female
6,098
Divorced
2
Master's
Employed
8.854295
Urban
Basic
1
4
635
9
2023-09-05 15:21:39.226954
Average
Yes
Weekly
Condo
1,160
20,666
62
Male
16,894
Married
1
High School
Unemployed
null
Suburban
Basic
1
19
671
8
2024-01-15 15:21:39.244069
Poor
Yes
Weekly
House
861
20,667
33
Female
121,611
Single
4
PhD
Self-Employed
38.797508
Suburban
Comprehensive
2
4
393
8
2020-08-08 15:21:39.155231
Poor
Yes
Daily
Condo
1,129
20,668
44
Female
43,489
Divorced
2
PhD
Unemployed
7.835115
Rural
Basic
null
13
538
7
2019-12-26 15:21:39.259788
Average
No
Weekly
Apartment
651
20,669
42
Female
4,953
Divorced
0
Bachelor's
Unemployed
17.683521
Urban
Comprehensive
0
14
471
1
2022-03-29 15:21:39.245086
Good
No
Daily
Condo
932
20,670
31
Female
40,252
Married
0
Bachelor's
Employed
51.678909
Urban
Comprehensive
1
11
589
5
2020-07-16 15:21:39.236064
Poor
Yes
Weekly
House
1,022
20,671
44
Female
20,852
Divorced
1
Bachelor's
Unemployed
5.057717
Rural
Comprehensive
null
15
456
7
2022-11-28 15:21:39.117183
Poor
No
Weekly
Apartment
1,404
20,672
49
Male
35,277
Divorced
2
PhD
Self-Employed
20.867458
Urban
Premium
0
2
766
3
2024-07-13 15:21:39.144722
Poor
Yes
Rarely
Apartment
823
20,673
57
Male
2,557
Married
0
PhD
Employed
27.204634
Suburban
Premium
0
5
431
2
2020-08-19 15:21:39.220389
Good
No
Monthly
Apartment
399
20,674
51
Female
105,387
Married
1
PhD
Self-Employed
39.228959
Suburban
Basic
1
15
781
3
2022-04-16 15:21:39.167099
Average
Yes
Weekly
Condo
105
20,675
30
Male
57,836
Divorced
3
High School
Unemployed
null
Rural
Comprehensive
2
12
584
3
2020-01-11 15:21:39.097737
null
Yes
Weekly
Condo
1,338
20,676
49
Female
54,814
Married
0
High School
Unemployed
26.951924
Suburban
Basic
null
10
407
7
2021-07-17 15:21:39.254678
null
No
Rarely
House
880
20,677
56
Female
1,208
Divorced
3
High School
Self-Employed
null
Urban
Basic
1
12
677
5
2022-03-31 15:21:39.190215
Good
No
Rarely
Condo
755
20,678
24
Male
6,086
Single
2
High School
Unemployed
16.207594
Suburban
Premium
0
6
418
2
2023-06-11 15:21:39.237118
Poor
Yes
Monthly
Apartment
1,144
20,679
43
Male
null
Single
1
Master's
null
10.966294
Rural
Basic
1
8
433
2
2020-02-05 15:21:39.285112
Average
No
Weekly
House
959
20,680
51
Male
46,698
Divorced
1
High School
Unemployed
22.93819
Urban
Comprehensive
1
0
325
9
2024-05-25 15:21:39.134960
Poor
Yes
Weekly
Condo
906
20,681
51
Female
2,417
Divorced
2
Bachelor's
Employed
null
Rural
Basic
0
8
759
2
2024-05-20 15:21:39.283783
Poor
Yes
Daily
Apartment
2,439
20,682
32
Female
null
Divorced
2
High School
Employed
17.540988
Rural
Basic
null
14
404
3
2021-12-17 15:21:39.194829
Average
No
Daily
Apartment
617
20,683
25
Male
6,619
Married
3
PhD
Unemployed
7.936844
Suburban
Comprehensive
1
7
799
2
2024-03-14 15:21:39.231531
Poor
No
Daily
House
2,322
20,684
21
Female
3,135
Divorced
1
Bachelor's
Employed
35.233425
Suburban
Basic
1
7
690
9
2023-01-23 15:21:39.089116
Poor
No
Daily
Condo
20
20,685
56
Male
15,556
Divorced
2
Bachelor's
Unemployed
34.698712
Suburban
Premium
2
17
559
6
2024-06-17 15:21:39.116179
Average
No
Daily
Condo
1,439
20,686
50
Female
5,874
Single
3
PhD
Employed
42.453798
Urban
Premium
2
19
586
8
2021-07-01 15:21:39.082499
Good
Yes
Rarely
Condo
1,465
20,687
38
Male
3,486
Single
2
Master's
null
8.636725
Urban
Basic
2
9
360
3
2021-12-18 15:21:39.208842
Poor
No
Daily
House
776
20,688
31
Female
38,521
Married
4
PhD
Unemployed
13.597715
Suburban
Comprehensive
0
3
null
6
2019-12-08 15:21:39.245086
Good
No
Rarely
House
986
20,689
23
Male
3,896
Divorced
null
High School
Unemployed
23.921122
Rural
Basic
0
3
512
7
2023-09-19 15:21:39.233998
Poor
Yes
Rarely
Condo
2,374
20,690
34
Male
3,354
Married
1
High School
Employed
31.172406
Rural
Comprehensive
1
12
681
6
2020-07-06 15:21:39.198406
Poor
Yes
Rarely
Condo
3,940
20,691
20
Female
7,868
Single
0
Master's
Self-Employed
29.834689
Suburban
Basic
1
8
null
7
2019-11-26 15:21:39.089116
Average
Yes
Monthly
House
801
20,692
28
Male
38,662
Married
0
High School
Unemployed
15.349879
Rural
Basic
1
5
699
2
2022-09-28 15:21:39.218388
Good
No
Weekly
House
669
20,693
33
Female
2,876
Divorced
2
High School
Employed
8.644579
Suburban
Comprehensive
1
19
431
7
2022-05-31 15:21:39.200452
Poor
No
Monthly
Apartment
2,859
20,694
38
Male
null
Married
2
Master's
Employed
18.934111
Urban
Premium
0
11
678
6
2022-05-08 15:21:39.209847
null
No
Rarely
House
100
20,695
41
Female
15,459
Married
0
PhD
Self-Employed
17.086641
Rural
Premium
0
3
null
1
2020-10-04 15:21:39.085129
Poor
No
Monthly
Condo
381
20,696
21
Female
3,329
Married
0
High School
null
25.454726
Urban
Comprehensive
0
13
626
4
2023-07-16 15:21:39.285112
Average
No
Weekly
Apartment
2,126
20,697
63
Male
12,085
Married
4
Master's
Unemployed
21.619174
Urban
Basic
0
3
572
3
2019-12-23 15:21:39.245086
Average
No
Weekly
Condo
839
20,698
37
Male
61,588
Married
0
PhD
null
27.558326
Rural
Basic
2
11
512
3
2020-01-28 15:21:39.171102
null
No
Monthly
House
843
20,699
18
Male
1,085
Married
0
PhD
Self-Employed
42.914249
Urban
Comprehensive
2
17
533
1
2021-10-20 15:21:39.155231
Good
No
Monthly
Condo
581