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
50,600
38
Male
93,684
Divorced
4
Bachelor's
Employed
42.812896
Urban
Basic
1
0
300
3
2022-10-02 15:21:39.206847
Good
No
Monthly
Condo
1,081
50,601
27
Male
23,188
Divorced
2
PhD
Self-Employed
16.145551
Urban
Comprehensive
1
15
558
4
2022-07-26 15:21:39.225916
Good
Yes
Daily
Apartment
1,234
50,602
37
Female
5,963
Single
2
PhD
Unemployed
45.610655
Rural
Comprehensive
null
10
607
7
2021-09-25 15:21:39.248098
Good
Yes
Daily
House
1,073
50,603
25
Female
584
Divorced
3
PhD
null
19.567626
Rural
Comprehensive
null
16
null
3
2023-12-05 15:21:39.263607
Average
Yes
Weekly
House
373
50,604
null
Female
29,087
Divorced
0
High School
null
17.791867
Suburban
Premium
3
8
487
3
2023-01-22 15:21:39.279729
null
Yes
Monthly
Condo
1,622
50,605
63
Male
5,877
Married
null
Master's
Unemployed
10.869659
Urban
Premium
null
12
572
5
2022-10-12 15:21:39.173834
Average
No
Daily
House
48
50,606
56
Female
27,183
Divorced
0
High School
null
29.455827
Urban
Comprehensive
2
15
513
2
2020-07-16 15:21:39.237118
Poor
Yes
Rarely
Apartment
1,556
50,607
40
Female
14,050
Divorced
4
High School
Self-Employed
16.361514
Rural
Comprehensive
null
10
352
2
2023-03-31 15:21:39.104139
Poor
Yes
Monthly
House
901
50,608
35
Female
5,874
Married
0
Master's
Employed
17.867026
Urban
Basic
3
19
518
9
2024-04-16 15:21:39.181605
Good
Yes
Weekly
Apartment
663
50,609
29
Male
35,192
Divorced
0
Bachelor's
Self-Employed
20.934178
Suburban
Basic
null
9
735
1
2022-06-23 15:21:39.183598
Average
No
Rarely
Condo
593
50,610
49
Male
36,727
Single
3
PhD
Employed
17.011181
Urban
Comprehensive
0
0
663
6
2021-09-25 15:21:39.248098
Poor
No
Monthly
Condo
1,740
50,611
19
Male
26,741
Single
4
Bachelor's
Employed
13.369566
Suburban
Comprehensive
0
13
707
4
2021-09-06 15:21:39.090124
Poor
No
Daily
Apartment
1,932
50,612
47
Female
1,479
Single
4
Master's
Unemployed
20.910716
Suburban
Premium
0
10
569
4
2024-04-30 15:21:39.166062
Poor
No
Weekly
Condo
3,188
50,613
60
Female
35,671
Single
0
High School
Employed
10.091131
Suburban
Premium
null
17
null
6
2023-07-22 15:21:39.134960
null
No
Rarely
Apartment
3,943
50,614
54
Male
4,066
Married
2
Bachelor's
Unemployed
42.233608
Urban
Basic
2
11
763
6
2022-06-24 15:21:39.097737
Good
Yes
Monthly
House
2,738
50,615
40
Male
1,269
Married
4
PhD
Employed
19.857004
Suburban
Basic
1
15
715
3
2023-05-07 15:21:39.093681
Good
Yes
Rarely
Condo
431
50,616
47
Female
null
Married
3
Master's
Unemployed
25.679315
Suburban
Comprehensive
null
13
452
5
2022-11-21 15:21:39.109552
Poor
No
Rarely
House
253
50,617
28
Male
23,146
Married
1
PhD
null
39.566696
Urban
Basic
2
11
690
3
2024-08-14 15:21:39.237118
Poor
Yes
Monthly
House
558
50,618
18
Female
null
Married
3
Master's
Unemployed
8.019002
Suburban
Premium
1
18
null
8
2023-10-15 15:21:39.090124
Average
No
Weekly
Apartment
163
50,619
24
Female
20,254
Married
2
Bachelor's
Self-Employed
13.988246
Rural
Basic
1
17
763
8
2023-10-09 15:21:39.236064
Poor
Yes
Daily
Apartment
581
50,620
36
Male
24,721
Married
4
Bachelor's
Unemployed
29.814827
Rural
Basic
0
15
563
1
2021-12-16 15:21:39.207847
Average
No
Rarely
House
819
50,621
22
Female
15,279
Married
1
Master's
Unemployed
null
Urban
Comprehensive
1
17
602
1
2022-08-21 15:21:39.086123
Average
Yes
Monthly
Condo
1,086
50,622
52
Male
18,171
Married
0
Bachelor's
null
20.592042
Suburban
Premium
null
18
706
9
2022-04-24 15:21:39.282785
Poor
Yes
Rarely
Condo
296
50,623
23
Female
939
Single
0
Bachelor's
Employed
14.087828
Urban
Comprehensive
3
13
656
6
2022-08-21 15:21:39.261856
Good
No
Weekly
Apartment
3,310
50,624
50
Male
3,645
Divorced
3
PhD
Employed
12.449466
Rural
Comprehensive
0
9
511
5
2023-03-18 15:21:39.094752
Good
No
Weekly
Condo
1,368
50,625
32
Male
17,078
Divorced
null
Bachelor's
Self-Employed
9.818919
Rural
Premium
1
16
461
2
2022-11-18 15:21:39.264504
Poor
No
Daily
Condo
538
50,626
18
Female
18,795
Single
4
High School
Unemployed
31.534156
Rural
Comprehensive
0
8
788
5
2020-08-05 15:21:39.155231
Poor
Yes
Rarely
House
648
50,627
18
Female
null
Married
0
Bachelor's
Self-Employed
9.14072
Rural
Premium
null
18
632
7
2023-01-01 15:21:39.221386
Poor
No
Daily
House
415
50,628
61
Male
15,540
Divorced
1
Bachelor's
Self-Employed
9.979144
Urban
Comprehensive
0
18
508
3
2020-01-14 15:21:39.231531
Good
Yes
Weekly
Condo
809
50,629
53
Female
70,676
Divorced
1
High School
Employed
4.074938
Suburban
Basic
1
18
566
7
2023-07-19 15:21:39.143613
Good
No
Weekly
Condo
241
50,630
61
Male
25,558
Married
null
High School
Employed
21.93717
Urban
Comprehensive
0
5
571
5
2022-02-23 15:21:39.207847
Average
No
Monthly
House
646
50,631
61
Female
141,512
Divorced
0
PhD
null
13.096051
Suburban
Premium
0
5
406
4
2021-07-13 15:21:39.098696
Average
Yes
Monthly
Condo
621
50,632
53
Female
6,764
Divorced
3
Master's
Employed
21.48687
Suburban
Premium
null
5
449
5
2021-07-12 15:21:39.264504
Average
Yes
Weekly
House
461
50,633
23
Female
43,429
Single
4
PhD
null
42.867746
Urban
Basic
0
4
359
2
2022-04-04 15:21:39.177724
Average
Yes
Rarely
Apartment
2,791
50,634
43
Female
56,563
Single
2
Master's
Unemployed
12.811697
Rural
Comprehensive
0
13
359
5
2021-10-20 15:21:39.098696
Good
No
Rarely
House
397
50,635
54
Male
63,544
Single
2
High School
Unemployed
49.865103
Rural
Basic
null
10
605
7
2022-07-12 15:21:39.144722
Average
No
Daily
House
2,063
50,636
48
Female
40,425
Married
4
Master's
Employed
45.430934
Suburban
Basic
null
16
454
1
2023-05-29 15:21:39.180553
Good
No
Daily
Condo
711
50,637
31
Female
33,726
Divorced
4
Master's
null
41.64165
Urban
Basic
null
10
701
3
2024-07-07 15:21:39.134960
Good
No
Monthly
Condo
296
50,638
39
Female
860
Married
2
PhD
Self-Employed
44.84819
Urban
Comprehensive
null
2
835
4
2022-01-04 15:21:39.102694
Poor
No
Weekly
House
391
50,639
39
Male
4,431
Married
0
Bachelor's
null
25.481351
Rural
Premium
0
4
515
6
2023-09-24 15:21:39.093681
Good
No
Monthly
Apartment
2,828
50,640
22
Male
44,748
Divorced
1
High School
Employed
26.352344
Urban
Basic
4
0
595
2
2022-06-09 15:21:39.165120
Average
No
Daily
Condo
657
50,641
52
Female
29,407
Divorced
4
High School
Employed
27.350171
Suburban
Comprehensive
0
9
823
7
2020-02-25 15:21:39.283783
Average
No
Daily
Apartment
1,494
50,642
64
Female
5,711
Single
4
Bachelor's
Unemployed
29.73465
Suburban
Comprehensive
1
16
779
2
2024-03-04 15:21:39.134960
Good
No
Rarely
Apartment
1,273
50,643
53
Male
104,547
Divorced
4
Master's
Employed
36.752869
Rural
Comprehensive
0
1
366
5
2021-03-17 15:21:39.237118
Good
Yes
Weekly
Apartment
627
50,644
60
Female
null
Divorced
2
PhD
Employed
20.955222
Urban
Comprehensive
0
16
372
6
2022-04-13 15:21:39.120168
Good
Yes
Weekly
House
1,885
50,645
41
Female
20,963
Divorced
0
PhD
Unemployed
18.829688
Rural
Premium
2
14
637
6
2024-06-15 15:21:39.155231
Poor
Yes
Weekly
Apartment
1,110
50,646
26
Female
1,215
Single
3
PhD
Employed
45.936128
Rural
Comprehensive
2
8
815
6
2020-06-15 15:21:39.175719
Good
Yes
Weekly
House
885
50,647
33
Male
62,490
Divorced
3
Bachelor's
Self-Employed
52.433615
Urban
Premium
null
7
738
8
2020-02-22 15:21:39.108562
Average
Yes
Monthly
House
499
50,648
61
Male
52,876
Married
1
PhD
Employed
11.188095
Suburban
Basic
2
7
838
7
2021-11-29 15:21:39.147735
Good
No
Rarely
Condo
2,741
50,649
39
Male
89,168
Divorced
3
High School
Self-Employed
34.473081
Urban
Comprehensive
2
11
783
1
2024-02-09 15:21:39.105504
Poor
Yes
Monthly
Apartment
360
50,650
29
Male
40,791
Married
null
Bachelor's
null
35.919685
Urban
Comprehensive
null
12
518
8
2022-11-23 15:21:39.274993
Average
Yes
Daily
Apartment
2,418
50,651
62
Male
15,255
Married
0
Bachelor's
Unemployed
7.66013
Suburban
Comprehensive
null
8
825
4
2020-01-21 15:21:39.271453
Average
No
Rarely
Condo
1,593
50,652
46
Male
14,681
Divorced
null
PhD
Employed
14.267317
Suburban
Comprehensive
0
15
574
6
2023-08-01 15:21:39.150730
Good
No
Monthly
Apartment
313
50,653
null
Female
14,642
Divorced
2
Bachelor's
Unemployed
11.282674
Urban
Basic
1
19
712
1
2023-11-21 15:21:39.168099
null
No
Rarely
Condo
1,017
50,654
38
Female
93,399
Married
3
High School
Employed
51.080022
Urban
Premium
null
17
696
8
2021-02-15 15:21:39.172097
Average
Yes
Rarely
Condo
719
50,655
36
Female
6,942
Single
4
Bachelor's
null
16.170854
Rural
Basic
1
7
825
7
2023-01-30 15:21:39.237118
Good
Yes
Monthly
House
955
50,656
33
Female
8,981
Divorced
3
PhD
Unemployed
10.67308
Urban
Comprehensive
2
14
657
8
2021-12-16 15:21:39.226954
Poor
Yes
Monthly
House
2,316
50,657
40
Male
62,673
Divorced
3
Master's
Employed
28.91837
Urban
Comprehensive
null
4
324
7
2023-09-09 15:21:39.092127
Good
Yes
Rarely
Condo
824
50,658
23
Female
15,258
Married
0
Master's
Self-Employed
26.560745
Rural
Basic
1
12
null
9
2023-08-11 15:21:39.134960
Poor
Yes
Monthly
Condo
2,075
50,659
26
Female
69,079
Married
4
Bachelor's
Unemployed
14.63852
Rural
Comprehensive
0
14
596
5
2023-06-30 15:21:39.122134
Poor
No
Monthly
House
417
50,660
27
Male
3,198
Married
0
Master's
Unemployed
11.154922
Urban
Comprehensive
2
16
732
7
2021-06-24 15:21:39.283783
Poor
No
Daily
House
397
50,661
48
Female
37,165
Divorced
3
Bachelor's
Unemployed
35.356674
Urban
Premium
1
10
791
3
2023-04-16 15:21:39.134960
Good
No
Daily
Condo
586
50,662
58
Male
null
Single
0
PhD
null
13.959258
Rural
Premium
1
5
310
4
2020-08-18 15:21:39.194829
Good
Yes
Weekly
Apartment
1,173
50,663
51
Male
17,091
Single
4
PhD
null
48.070822
Suburban
Comprehensive
0
3
685
9
2022-10-23 15:21:39.134960
Good
No
Weekly
House
825
50,664
60
Male
23,011
Single
null
PhD
Employed
4.970136
Urban
Basic
0
5
561
9
2023-03-18 15:21:39.134960
Poor
No
Daily
House
467
50,665
61
Female
26,139
null
3
PhD
Unemployed
24.355818
Suburban
Premium
0
3
null
1
2020-05-10 15:21:39.246098
Poor
No
Weekly
Apartment
910
50,666
19
Female
20,842
Married
0
PhD
Employed
35.711358
Rural
Basic
null
3
644
4
2022-06-12 15:21:39.181605
Good
Yes
Weekly
Condo
589
50,667
24
Female
25,168
Divorced
3
PhD
Self-Employed
44.996779
Urban
Basic
null
18
549
1
2021-04-09 15:21:39.232526
Average
Yes
Rarely
House
2,103
50,668
27
Female
29,113
Married
4
Master's
Employed
24.362828
Urban
Premium
null
6
558
5
2024-05-10 15:21:39.279729
Poor
Yes
Daily
House
1,092
50,669
49
Female
38,229
Single
4
PhD
Self-Employed
20.081269
Urban
Premium
0
8
784
1
2022-12-06 15:21:39.155231
Good
Yes
Daily
Condo
807
50,670
64
Female
21,367
Married
2
Master's
null
23.958223
Rural
Basic
null
16
788
5
2022-09-11 15:21:39.122134
Average
Yes
Rarely
Apartment
904
50,671
35
Male
35,123
Divorced
2
High School
Unemployed
39.256775
Suburban
Premium
1
19
521
7
2021-01-01 15:21:39.276901
Average
No
Monthly
House
1,426
50,672
59
Male
30,450
Divorced
2
PhD
Unemployed
41.710045
Suburban
Premium
1
9
714
5
2023-06-23 15:21:39.147735
Good
No
Weekly
Apartment
1,525
50,673
40
Male
50,738
Married
4
Master's
Self-Employed
null
Suburban
Basic
1
1
382
4
2022-03-26 15:21:39.155231
Poor
Yes
Weekly
Condo
1,245
50,674
20
Male
4,568
Divorced
3
Bachelor's
Unemployed
11.858156
Rural
Basic
3
10
731
8
2023-10-13 15:21:39.102694
Good
No
Daily
Condo
638
50,675
42
Male
92,743
null
0
Bachelor's
null
32.769831
Rural
Premium
null
5
437
3
2020-07-08 15:21:39.125660
Good
No
Weekly
Apartment
481
50,676
32
Female
47,816
Married
3
Master's
Employed
27.277083
Urban
Premium
0
4
800
7
2022-02-02 15:21:39.269494
Poor
No
Weekly
House
317
50,677
33
Male
17,962
Married
2
PhD
null
45.597829
Urban
Basic
null
6
null
2
2021-11-22 15:21:39.084065
Average
No
Weekly
House
20
50,678
34
Female
16,054
Single
3
PhD
Self-Employed
14.948431
Urban
Premium
null
17
725
5
2021-02-19 15:21:39.096739
Good
No
Daily
Apartment
563
50,679
61
Male
18,609
Single
2
High School
Self-Employed
26.758528
Urban
Basic
0
16
801
3
2023-02-17 15:21:39.263607
Poor
Yes
Weekly
Condo
614
50,680
55
Female
17,900
Single
2
High School
Self-Employed
19.520923
Rural
Premium
1
19
695
2
2020-10-06 15:21:39.155231
Average
No
Weekly
House
1,158
50,681
58
Female
40,951
Married
1
Bachelor's
Self-Employed
22.182856
Rural
Basic
0
12
551
5
2020-10-29 15:21:39.205850
Average
No
Weekly
Apartment
2,134
50,682
41
Female
2,698
Single
1
PhD
Employed
null
Urban
Basic
1
8
612
5
2023-07-02 15:21:39.188220
Good
Yes
Weekly
House
562
50,683
58
Male
29,130
Divorced
null
Master's
Self-Employed
25.814793
Urban
Basic
4
6
674
8
2024-06-20 15:21:39.129190
Good
No
Daily
Condo
618
50,684
38
Female
72,793
Divorced
null
High School
Employed
36.185981
Rural
Comprehensive
null
0
391
8
2024-05-23 15:21:39.226954
Good
Yes
Monthly
House
1,101
50,685
63
Male
23,861
Single
1
Master's
Employed
32.456926
Rural
Comprehensive
1
13
658
2
2024-07-06 15:21:39.121169
Good
Yes
Daily
Apartment
3,700
50,686
52
Female
12,058
Divorced
3
PhD
null
21.372076
Rural
Premium
1
17
528
2
2022-07-30 15:21:39.286113
Poor
No
Rarely
Condo
830
50,687
35
Male
14,317
Divorced
1
PhD
Unemployed
20.36589
Urban
Basic
0
17
449
9
2023-04-22 15:21:39.132191
Average
No
Rarely
House
1,178
50,688
59
Male
2,912
Single
4
Master's
null
20.813806
Urban
Premium
null
5
536
2
2020-02-28 15:21:39.288099
Average
Yes
Daily
Apartment
212
50,689
53
Male
17,001
Divorced
2
Bachelor's
null
6.828296
Urban
Basic
2
6
661
6
2022-07-01 15:21:39.271453
Average
Yes
Rarely
Apartment
1,620
50,690
60
Female
10,063
Divorced
3
Bachelor's
null
null
Rural
Premium
1
16
493
6
2024-06-17 15:21:39.117183
Good
Yes
Rarely
Condo
1,395
50,691
27
Female
8,076
Divorced
0
Bachelor's
Unemployed
37.991384
Urban
Premium
null
18
657
5
2021-02-08 15:21:39.092127
Poor
Yes
Monthly
Apartment
548
50,692
38
Male
115,636
Divorced
2
Bachelor's
null
7.878733
Suburban
Comprehensive
1
11
644
3
2019-11-28 15:21:39.109552
Poor
Yes
Daily
Apartment
2,726
50,693
44
Male
4,086
Single
null
High School
Unemployed
46.493593
Rural
Premium
3
14
668
1
2023-12-26 15:21:39.155231
Poor
No
Monthly
House
964
50,694
62
Male
105,468
Married
3
PhD
Employed
42.830979
Urban
Basic
null
12
581
6
2019-10-01 15:21:39.109552
Good
Yes
Monthly
Apartment
54
50,695
30
Female
62,365
Single
2
PhD
Self-Employed
6.99592
Rural
Premium
2
3
608
6
2024-06-25 15:21:39.101733
Average
No
Weekly
Condo
408
50,696
49
Female
1,167
Single
1
Bachelor's
Self-Employed
14.896979
Suburban
Basic
1
3
483
2
2020-09-01 15:21:39.237118
Good
Yes
Weekly
Condo
872
50,697
43
Female
78
Divorced
4
Bachelor's
Self-Employed
28.835397
Rural
Premium
null
19
445
3
2023-01-21 15:21:39.273973
Good
No
Weekly
House
736
50,698
62
Female
617
Single
1
Master's
Employed
21.56712
Suburban
Basic
2
18
849
4
2020-09-03 15:21:39.134960
null
No
Weekly
Condo
1,121
50,699
38
Female
2,369
Single
3
High School
null
21.814349
Rural
Basic
null
2
473
7
2024-06-23 15:21:39.226954
Good
No
Weekly
House
596