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
41,600
22
Female
90,913
Married
1
Master's
Self-Employed
18.363972
Suburban
Premium
2
1
709
6
2023-03-12 15:21:39.204790
Good
Yes
Rarely
Condo
29
41,601
35
Female
17,053
Married
0
PhD
null
17.955541
Rural
Premium
null
6
641
8
2020-05-22 15:21:39.149731
Good
No
Rarely
Apartment
1,149
41,602
64
Male
18,644
Divorced
4
Bachelor's
null
14.144926
Rural
Basic
null
8
442
4
2022-02-08 15:21:39.257696
Average
No
Weekly
House
2,114
41,603
29
Male
36,258
Married
4
Bachelor's
Self-Employed
null
Rural
Premium
0
4
474
7
2020-08-02 15:21:39.171102
Good
Yes
Weekly
Apartment
1,338
41,604
25
Female
16,073
Married
2
Master's
null
31.857238
Rural
Premium
null
1
783
7
2020-09-07 15:21:39.087123
Good
Yes
Daily
Condo
845
41,605
64
Male
13,936
Single
4
Master's
null
39.77979
Suburban
Basic
1
17
571
2
2019-12-24 15:21:39.224915
Good
Yes
Daily
Condo
274
41,606
62
Female
69,465
Single
null
High School
null
15.567953
Suburban
Basic
3
17
588
1
2021-07-12 15:21:39.155231
Good
No
Monthly
Condo
169
41,607
49
Male
3,240
Married
3
PhD
null
29.337551
Rural
Comprehensive
null
0
785
5
2019-10-02 15:21:39.134960
Average
No
Monthly
House
4,736
41,608
64
Female
56,729
null
0
Master's
Self-Employed
16.530724
Rural
Comprehensive
0
14
576
1
2022-04-26 15:21:39.206847
Good
Yes
Weekly
Apartment
3,246
41,609
32
Female
1,444
Single
4
Master's
null
21.355502
Urban
Comprehensive
1
13
742
1
2021-11-24 15:21:39.155231
Average
Yes
Weekly
Apartment
2,034
41,610
41
Female
10,108
Married
1
Master's
Self-Employed
4.618728
Rural
Basic
0
12
559
4
2020-03-02 15:21:39.176717
Good
Yes
Monthly
Apartment
687
41,611
26
Male
40,571
Single
4
High School
Unemployed
17.992255
Rural
Premium
1
18
413
2
2023-04-25 15:21:39.207847
Average
Yes
Rarely
Condo
1,199
41,612
61
Male
7,913
Single
2
Bachelor's
Unemployed
12.89805
Urban
Basic
1
18
749
7
2020-01-31 15:21:39.224915
Good
Yes
Weekly
House
26
41,613
27
Male
1,582
Married
null
PhD
Unemployed
51.017064
Rural
Premium
1
11
838
3
2020-06-27 15:21:39.126661
Average
Yes
Monthly
House
437
41,614
29
Male
2,067
Married
1
High School
Self-Employed
19.324322
Urban
Premium
null
13
538
3
2020-06-01 15:21:39.259788
Average
No
Weekly
House
1,850
41,615
64
Male
37,156
Married
3
Bachelor's
Employed
9.393405
Suburban
Basic
2
15
null
1
2023-07-17 15:21:39.079128
Average
No
Weekly
Condo
2,794
41,616
57
Male
null
Divorced
0
Master's
Employed
49.919145
Suburban
Basic
2
10
830
8
2024-03-26 15:21:39.155231
Average
Yes
Rarely
House
2,434
41,617
54
Female
11,467
Married
1
Bachelor's
Self-Employed
27.184075
Suburban
Premium
3
6
385
6
2021-11-03 15:21:39.265513
Poor
Yes
Rarely
House
907
41,618
20
Female
64,294
Divorced
0
Master's
Self-Employed
21.611423
Urban
Comprehensive
null
15
463
4
2022-01-25 15:21:39.194829
Average
Yes
Rarely
Condo
131
41,619
55
Male
28,722
Single
0
High School
Self-Employed
30.909
Suburban
Basic
null
3
326
4
2020-01-13 15:21:39.222387
Poor
Yes
Daily
Condo
1,838
41,620
24
Female
92,648
Divorced
1
PhD
null
9.895801
Rural
Basic
null
5
557
4
2019-10-24 15:21:39.143708
Good
No
Daily
Condo
24
41,621
53
Female
128,890
Married
3
Bachelor's
Self-Employed
34.908408
Rural
Premium
null
8
339
7
2020-04-17 15:21:39.214388
Good
No
Daily
Apartment
299
41,622
40
Female
23,559
Divorced
3
High School
Self-Employed
15.095916
Urban
Premium
1
9
null
9
2022-03-02 15:21:39.112553
Average
No
Monthly
Apartment
2,581
41,623
56
Male
6,853
Single
2
PhD
Self-Employed
15.678919
Suburban
Premium
2
14
595
7
2020-09-15 15:21:39.237118
Good
No
Rarely
Condo
1,744
41,624
54
Male
85,790
Married
0
High School
Unemployed
8.989071
Urban
Premium
2
1
433
1
2021-11-08 15:21:39.272456
Poor
Yes
Weekly
Condo
909
41,625
20
Female
21,681
Single
1
Bachelor's
Employed
3.263799
Urban
Comprehensive
2
7
822
1
2021-12-13 15:21:39.155231
Average
Yes
Rarely
Condo
2,766
41,626
47
Male
56,312
Single
2
PhD
Self-Employed
null
Urban
Premium
null
17
798
6
2024-05-23 15:21:39.237118
Good
Yes
Weekly
Condo
3,265
41,627
50
Male
37,647
Divorced
1
Master's
null
11.948709
Suburban
Premium
2
3
539
9
2020-04-14 15:21:39.134960
Poor
Yes
Weekly
Condo
1,597
41,628
51
Female
20,223
Married
3
Master's
null
21.936346
Rural
Premium
null
14
842
7
2023-03-09 15:21:39.187211
Good
Yes
Weekly
House
3,135
41,629
18
Male
32,777
Married
0
Master's
null
7.593169
Urban
Premium
1
13
532
4
2023-06-15 15:21:39.146733
Poor
Yes
Daily
House
116
41,630
31
Female
62,868
Married
3
High School
null
19.813278
Urban
Premium
null
12
617
1
2022-03-31 15:21:39.197445
Good
Yes
Rarely
Apartment
134
41,631
38
Female
24,295
Single
1
Bachelor's
null
28.539462
Urban
Basic
2
3
727
8
2021-09-01 15:21:39.170099
Poor
Yes
Monthly
House
1,095
41,632
23
Male
null
Divorced
3
PhD
Unemployed
38.514624
Urban
Comprehensive
null
1
657
9
2020-08-23 15:21:39.226954
Poor
Yes
Rarely
House
153
41,633
48
Male
6,848
Married
4
Master's
null
28.688727
Urban
Comprehensive
0
2
733
1
2019-10-01 15:21:39.207847
Average
Yes
Weekly
House
2,953
41,634
33
Male
24,351
Divorced
3
PhD
null
27.835337
Suburban
Comprehensive
2
16
793
9
2020-03-29 15:21:39.231531
Good
Yes
Daily
Condo
992
41,635
42
Female
27,382
Married
2
Master's
Self-Employed
47.723831
Rural
Premium
null
4
667
7
2020-11-27 15:21:39.251142
Poor
No
Monthly
House
1,020
41,636
32
Female
38,704
Single
4
Master's
Unemployed
25.865992
Suburban
Premium
0
13
514
8
2021-01-11 15:21:39.167099
Poor
Yes
Rarely
Condo
381
41,637
21
Male
15,761
Divorced
null
Bachelor's
Unemployed
43.392311
Urban
Premium
2
2
599
6
2021-10-01 15:21:39.134960
Poor
Yes
Monthly
House
45
41,638
43
Female
6,428
Single
1
PhD
null
36.935234
Urban
Comprehensive
1
11
586
6
2019-11-07 15:21:39.174719
Poor
Yes
Monthly
Condo
1,270
41,639
47
Male
34,389
Divorced
3
High School
null
23.206059
Rural
Basic
1
9
727
2
2022-09-25 15:21:39.155231
Average
Yes
Rarely
Apartment
2,373
41,640
63
Female
71,491
Married
3
PhD
Unemployed
38.004726
Suburban
Premium
1
8
376
7
2023-07-20 15:21:39.134960
Average
Yes
Weekly
Apartment
1,311
41,641
24
Male
18,644
Divorced
3
Bachelor's
Employed
13.591435
Suburban
Premium
1
4
461
7
2023-07-27 15:21:39.167099
Poor
Yes
Weekly
Condo
515
41,642
32
Male
23,755
Single
1
High School
Self-Employed
null
Suburban
Comprehensive
null
15
629
3
2021-07-25 15:21:39.253660
Average
Yes
Monthly
House
963
41,643
35
Female
6,914
Divorced
4
Bachelor's
null
7.946156
Rural
Comprehensive
4
15
568
8
2019-08-23 15:21:39.247098
Poor
No
Monthly
Apartment
1,791
41,644
null
Male
55,439
Divorced
0
PhD
null
51.356526
Suburban
Basic
2
12
532
9
2023-10-25 15:21:39.093681
Good
Yes
Daily
Apartment
1,219
41,645
20
Female
78,475
Divorced
3
Master's
Unemployed
38.191868
Suburban
Premium
2
4
null
1
2021-06-10 15:21:39.117183
Good
Yes
Rarely
Condo
171
41,646
58
Male
86,978
Married
4
PhD
Employed
6.144415
Urban
Basic
null
14
565
5
2024-03-14 15:21:39.144722
Average
No
Monthly
Apartment
231
41,647
46
Female
2,128
Divorced
4
High School
Self-Employed
38.191043
Rural
Premium
2
5
594
9
2023-04-28 15:21:39.122134
Average
No
Monthly
House
955
41,648
27
Male
43,921
Single
4
High School
Self-Employed
37.812106
Rural
Basic
0
6
589
2
2024-01-09 15:21:39.124659
Average
Yes
Weekly
House
3,180
41,649
53
Female
28,984
Single
0
PhD
Employed
19.683586
Rural
Basic
null
6
639
3
2020-05-29 15:21:39.235012
Poor
No
Weekly
Condo
1,383
41,650
40
Male
15,710
Married
2
Master's
Self-Employed
17.812131
Rural
Comprehensive
0
10
465
1
2021-03-12 15:21:39.134960
Poor
Yes
Monthly
Apartment
573
41,651
40
Male
7,991
Married
null
PhD
Unemployed
7.926742
Rural
Comprehensive
null
16
748
1
2022-12-22 15:21:39.134960
Poor
Yes
Weekly
House
704
41,652
45
Female
11,537
Divorced
4
Bachelor's
null
46.987873
Rural
Comprehensive
0
1
804
9
2022-06-08 15:21:39.274993
Average
Yes
Rarely
Apartment
708
41,653
55
Female
61,544
Single
3
High School
Unemployed
34.84791
Suburban
Basic
2
0
595
3
2021-11-03 15:21:39.172097
null
Yes
Monthly
House
24
41,654
49
Male
81,031
Married
null
High School
Self-Employed
37.688824
Urban
Basic
2
8
451
4
2021-12-18 15:21:39.134960
Good
No
Daily
Condo
2,702
41,655
33
Male
35,012
Divorced
2
Master's
Self-Employed
25.764955
Urban
Premium
null
3
784
6
2021-02-26 15:21:39.267454
Good
No
Weekly
Condo
919
41,656
22
Male
9,084
Divorced
1
PhD
null
27.017958
Urban
Basic
0
17
null
6
2021-06-11 15:21:39.218388
Good
No
Monthly
House
721
41,657
53
Female
129,842
Divorced
2
High School
Employed
51.844878
Urban
Basic
null
5
765
9
2021-10-06 15:21:39.225916
Poor
No
Monthly
Apartment
831
41,658
36
Female
103,420
Single
4
High School
null
24.964797
Urban
Premium
0
12
622
9
2019-12-24 15:21:39.097737
Poor
No
Daily
Condo
2,497
41,659
58
Female
18,227
Single
2
High School
Employed
6.874668
Urban
Comprehensive
null
9
null
4
2022-07-08 15:21:39.222387
Average
No
Monthly
Apartment
489
41,660
59
Male
30,213
Single
0
PhD
null
13.258527
Rural
Basic
0
19
569
4
2020-06-09 15:21:39.194829
Average
No
Monthly
House
29
41,661
57
Female
48,430
Single
2
High School
Unemployed
33.01123
Rural
Basic
null
6
375
9
2019-10-07 15:21:39.120168
Poor
Yes
Monthly
House
1,138
41,662
64
Female
70,765
Single
2
High School
Self-Employed
43.65893
Rural
Comprehensive
0
1
832
2
2020-09-21 15:21:39.247098
Good
No
Weekly
Condo
122
41,663
23
Male
118,979
Divorced
null
PhD
null
45.484764
Suburban
Basic
6
15
693
2
2022-08-28 15:21:39.229482
Poor
No
Daily
Condo
2,921
41,664
57
Male
28,863
Single
4
Bachelor's
Self-Employed
11.242536
Suburban
Comprehensive
1
0
758
6
2022-03-20 15:21:39.167099
Average
Yes
Weekly
Condo
1,059
41,665
30
Male
51,860
Divorced
2
PhD
Self-Employed
17.687631
Suburban
Premium
0
2
735
7
2022-02-02 15:21:39.259788
Average
Yes
Rarely
Apartment
321
41,666
64
Female
30,862
Divorced
1
High School
Self-Employed
26.726697
Urban
Comprehensive
1
11
365
3
2022-10-06 15:21:39.150730
null
Yes
Weekly
Condo
1,094
41,667
36
Female
null
Married
4
Master's
null
23.888863
Rural
Premium
null
6
null
7
2023-02-18 15:21:39.208842
Average
No
Weekly
Apartment
212
41,668
33
Female
null
Single
3
Master's
Unemployed
29.361579
Suburban
Basic
0
9
419
6
2024-06-28 15:21:39.155231
Average
No
Weekly
Condo
1,142
41,669
48
Male
52,564
Divorced
3
Master's
Unemployed
20.812922
Suburban
Comprehensive
1
11
759
9
2021-05-31 15:21:39.175719
Good
Yes
Monthly
House
234
41,670
59
Female
43,207
Single
0
Master's
Employed
37.75944
Urban
Comprehensive
0
10
815
1
2024-05-23 15:21:39.237118
Average
No
Daily
House
28
41,671
39
Female
18,127
Single
3
Bachelor's
Unemployed
38.457742
Suburban
Premium
0
7
null
5
2022-10-20 15:21:39.134960
Poor
Yes
Daily
Condo
1,104
41,672
61
Male
51,791
Married
0
High School
Employed
36.30603
Rural
Basic
1
18
653
8
2024-04-19 15:21:39.261856
Poor
No
Rarely
Apartment
343
41,673
59
Female
44,150
Married
2
PhD
Unemployed
30.732188
Urban
Basic
1
16
745
5
2024-07-30 15:21:39.256696
Average
Yes
Daily
House
29
41,674
42
Female
22,908
Divorced
2
PhD
Employed
32.913667
Rural
Basic
2
3
805
1
2024-06-02 15:21:39.155231
Poor
No
Weekly
Apartment
637
41,675
28
Female
17,096
Single
null
Master's
null
18.072327
Suburban
Premium
1
7
null
5
2023-03-06 15:21:39.237118
Poor
Yes
Monthly
House
48
41,676
54
Male
71,450
Single
0
High School
Unemployed
26.350073
Rural
Comprehensive
null
13
791
2
2021-09-07 15:21:39.102694
null
Yes
Weekly
House
3,561
41,677
32
Female
28,685
Married
4
PhD
Employed
20.944788
Rural
Basic
2
2
733
1
2020-02-21 15:21:39.126661
Average
Yes
Daily
Condo
438
41,678
29
Male
447
Single
3
Master's
Unemployed
47.717903
Suburban
Comprehensive
null
0
710
3
2021-12-15 15:21:39.165120
Poor
Yes
Rarely
Apartment
2,068
41,679
49
Male
8,842
Single
3
Master's
Unemployed
24.454418
Suburban
Premium
null
19
738
2
2020-02-27 15:21:39.121169
Poor
No
Rarely
Condo
1,465
41,680
52
Male
39,731
Married
0
PhD
Self-Employed
9.818975
Suburban
Comprehensive
1
16
null
7
2022-01-21 15:21:39.155231
Average
No
Rarely
House
533
41,681
50
Male
3,718
Single
0
Master's
null
21.433921
Suburban
Comprehensive
1
4
812
7
2019-12-01 15:21:39.271453
null
Yes
Daily
House
1,373
41,682
23
Male
95,587
Married
1
Bachelor's
Self-Employed
51.636663
Urban
Basic
2
13
521
3
2024-01-20 15:21:39.155231
Good
Yes
Rarely
House
931
41,683
23
Female
18,054
Divorced
2
High School
null
21.912432
Suburban
Comprehensive
0
11
318
5
2019-08-22 15:21:39.188220
Good
No
Weekly
Apartment
2,556
41,684
35
Male
15,440
Divorced
0
PhD
null
22.929675
Rural
Premium
null
9
742
6
2022-06-10 15:21:39.245086
Good
Yes
Monthly
Condo
300
41,685
57
Female
1,266
Married
4
Master's
Employed
29.927281
Urban
Premium
1
10
508
6
2021-01-08 15:21:39.155231
null
Yes
Monthly
House
494
41,686
33
Male
69,224
Married
null
High School
null
49.355533
Rural
Comprehensive
1
7
653
3
2020-10-25 15:21:39.134960
Average
Yes
Weekly
Apartment
2,387
41,687
54
Male
827
Married
2
High School
Self-Employed
18.816375
Urban
Comprehensive
null
19
477
5
2023-11-02 15:21:39.155231
Good
No
Monthly
House
1,204
41,688
35
Female
15,103
Single
null
Bachelor's
null
3.890457
Rural
Comprehensive
2
9
703
5
2019-11-07 15:21:39.254678
Poor
Yes
Rarely
House
1,625
41,689
26
Female
74,079
Divorced
2
Bachelor's
Self-Employed
9.891278
Urban
Comprehensive
0
4
393
3
2020-09-29 15:21:39.085129
Good
No
Weekly
Condo
556
41,690
23
Female
30,647
Divorced
3
Bachelor's
Self-Employed
18.016855
Urban
Premium
2
5
null
1
2022-03-11 15:21:39.218388
Average
No
Weekly
House
1,022
41,691
62
Male
140,156
Divorced
0
Master's
Employed
null
Urban
Premium
null
16
449
2
2022-04-13 15:21:39.179186
Average
No
Daily
Apartment
925
41,692
47
Female
10,654
Single
3
Bachelor's
Employed
20.094476
Urban
Comprehensive
1
15
359
2
2023-07-16 15:21:39.278402
Average
Yes
Rarely
House
946
41,693
32
Female
17,774
Single
1
Bachelor's
Self-Employed
11.876559
Suburban
Premium
2
12
null
6
2021-03-12 15:21:39.084065
Average
Yes
Weekly
Apartment
735
41,694
21
Female
23,470
Married
3
PhD
null
23.287421
Suburban
Premium
null
4
834
9
2022-08-07 15:21:39.134960
Average
Yes
Monthly
House
411
41,695
26
Male
56,985
Married
1
High School
null
4.178959
Suburban
Comprehensive
0
15
342
9
2023-08-04 15:21:39.236064
Average
No
Weekly
Condo
662
41,696
33
Male
null
Married
2
High School
Employed
19.783718
Urban
Premium
null
18
370
6
2020-11-11 15:21:39.155231
Average
Yes
Daily
House
918
41,697
60
Female
9,996
Divorced
4
Master's
Employed
35.136412
Rural
Premium
0
18
748
6
2022-04-25 15:21:39.087123
null
No
Weekly
Condo
3,228
41,698
43
Male
87,050
Single
0
PhD
Employed
14.91446
Rural
Comprehensive
1
0
431
2
2023-10-17 15:21:39.172097
null
No
Weekly
Condo
933
41,699
19
Female
26,396
Divorced
3
High School
null
21.507467
Rural
Comprehensive
null
11
784
8
2019-10-27 15:21:39.248098
Average
Yes
Weekly
House
757