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
48,500
61
Female
35,666
Divorced
1
High School
null
12.898096
Rural
Premium
1
7
788
3
2021-03-02 15:21:39.134960
Average
Yes
Weekly
Apartment
1,512
48,501
40
Male
43,493
Divorced
3
Master's
null
11.958028
Rural
Premium
2
7
769
9
2024-01-29 15:21:39.155231
Good
Yes
Daily
Apartment
618
48,502
56
Female
1,523
Single
0
Master's
null
47.156098
Suburban
Comprehensive
1
1
447
8
2021-10-24 15:21:39.237118
Poor
Yes
Daily
Apartment
224
48,503
30
Male
15,119
Married
3
Master's
null
27.856328
Urban
Comprehensive
0
14
592
5
2023-03-25 15:21:39.200452
Good
No
Daily
Condo
874
48,504
53
Male
7,991
Married
2
PhD
null
25.051846
Rural
Premium
null
8
null
1
2021-12-25 15:21:39.237118
Poor
No
Weekly
Condo
532
48,505
21
Female
19,426
Divorced
3
Master's
Self-Employed
48.658728
Suburban
Comprehensive
null
13
null
2
2023-11-05 15:21:39.114118
Average
Yes
Monthly
House
1,094
48,506
40
Female
23,296
Divorced
4
High School
Employed
25.011558
Rural
Premium
3
15
694
5
2021-03-09 15:21:39.155231
Good
No
Rarely
Apartment
394
48,507
34
Female
40,764
Divorced
4
Master's
Unemployed
36.854667
Urban
Basic
null
6
517
4
2020-05-21 15:21:39.192212
Poor
Yes
Monthly
House
816
48,508
35
Female
49,970
Divorced
0
Bachelor's
Self-Employed
32.624289
Rural
Comprehensive
1
4
729
6
2021-06-25 15:21:39.237118
Poor
No
Rarely
Apartment
405
48,509
40
Male
134,847
Divorced
4
Bachelor's
Employed
45.352237
Rural
Comprehensive
0
12
364
2
2022-09-19 15:21:39.155231
Poor
Yes
Weekly
Condo
49
48,510
58
Male
61,562
Single
1
Master's
Self-Employed
25.639598
Rural
Comprehensive
1
6
584
8
2022-06-19 15:21:39.264504
Poor
Yes
Daily
Apartment
121
48,511
26
Female
1,029
Married
4
Master's
Employed
13.173841
Urban
Basic
null
4
476
8
2022-09-27 15:21:39.253660
Good
No
Weekly
House
1,262
48,512
30
Female
28,997
Divorced
1
High School
null
null
Suburban
Basic
1
10
null
7
2022-03-30 15:21:39.271453
Good
No
Weekly
House
611
48,513
35
Male
38,538
Single
3
PhD
Employed
5.948133
Urban
Basic
1
1
548
4
2023-02-22 15:21:39.193945
Average
Yes
Monthly
Apartment
534
48,514
53
Female
1,668
Single
3
Master's
Unemployed
24.014819
Rural
Basic
2
16
595
3
2021-07-13 15:21:39.120168
Average
No
Rarely
Condo
2,030
48,515
18
Male
55,292
Married
4
PhD
Employed
25.36391
Urban
Basic
null
12
848
6
2021-06-16 15:21:39.105504
Average
No
Daily
Apartment
373
48,516
31
Male
2,957
Married
1
PhD
Self-Employed
30.275544
Urban
Basic
1
2
464
1
2021-07-07 15:21:39.100695
Good
Yes
Daily
House
23
48,517
50
Male
26,897
Single
2
Bachelor's
Self-Employed
13.790529
Urban
Comprehensive
2
9
547
2
2022-01-09 15:21:39.097737
Average
Yes
Daily
Apartment
486
48,518
63
Male
3,999
Married
1
Bachelor's
Unemployed
37.644622
Suburban
Basic
null
12
523
8
2024-03-24 15:21:39.194829
Good
No
Weekly
Condo
2,974
48,519
40
Female
6,092
Divorced
0
PhD
Unemployed
10.797309
Suburban
Comprehensive
0
16
621
2
2022-11-09 15:21:39.094752
Poor
No
Daily
Condo
619
48,520
41
Female
33,070
Married
0
Master's
null
32.719385
Suburban
Premium
null
2
398
9
2019-12-25 15:21:39.172097
Poor
Yes
Monthly
Condo
2,128
48,521
35
Male
5,891
Married
null
High School
Self-Employed
10.596957
Suburban
Comprehensive
0
9
722
7
2022-02-26 15:21:39.155231
Average
Yes
Weekly
Condo
880
48,522
53
Female
17,081
Divorced
3
Bachelor's
Self-Employed
14.587094
Suburban
Comprehensive
null
0
484
1
2020-11-25 15:21:39.219432
Poor
No
Daily
House
1,556
48,523
24
Male
2,789
Single
null
Bachelor's
Employed
42.653558
Rural
Comprehensive
null
9
823
8
2021-07-15 15:21:39.220389
null
Yes
Daily
Apartment
454
48,524
64
Male
37,188
Single
2
PhD
null
null
Urban
Premium
0
3
699
9
2022-05-17 15:21:39.165120
Average
Yes
Weekly
Condo
4,501
48,525
41
Male
23,963
Divorced
3
High School
Unemployed
24.085612
Rural
Comprehensive
0
3
718
3
2022-10-15 15:21:39.177724
Poor
No
Rarely
Apartment
1,694
48,526
58
Male
11,026
Married
null
Master's
null
12.335064
Urban
Comprehensive
3
10
588
6
2020-05-23 15:21:39.274993
Good
No
Monthly
Apartment
28
48,527
35
Male
44,701
Married
1
Bachelor's
Unemployed
null
Rural
Comprehensive
null
16
361
2
2022-07-16 15:21:39.121169
Good
No
Daily
Condo
663
48,528
33
Male
16,580
Married
3
Master's
null
38.836134
Urban
Basic
0
16
null
8
2022-08-19 15:21:39.194829
Average
Yes
Weekly
Apartment
735
48,529
27
Male
94,043
Divorced
4
High School
null
15.816791
Suburban
Comprehensive
1
10
334
4
2023-06-09 15:21:39.237118
Poor
Yes
Weekly
Condo
1,543
48,530
25
Female
38,481
Single
2
Bachelor's
Unemployed
34.480052
Urban
Basic
null
1
364
4
2022-06-26 15:21:39.164044
Average
No
Rarely
Condo
3,279
48,531
34
Female
44,735
Single
3
High School
Unemployed
8.286857
Urban
Comprehensive
1
17
831
8
2021-10-12 15:21:39.237118
Poor
Yes
Monthly
Apartment
1,410
48,532
52
Male
76,734
Divorced
3
Bachelor's
null
13.079174
Urban
Comprehensive
1
1
438
9
2023-08-20 15:21:39.155231
Poor
No
Weekly
House
3,341
48,533
45
Female
43,860
null
2
PhD
Unemployed
28.939829
Urban
Premium
2
15
593
3
2022-12-29 15:21:39.134960
Average
Yes
Monthly
Condo
3,817
48,534
46
Female
11,862
Single
4
Bachelor's
Unemployed
14.748537
Rural
Basic
0
3
782
8
2020-05-24 15:21:39.207847
Average
Yes
Daily
Condo
1,181
48,535
null
Female
3,068
Single
2
PhD
Employed
4.897828
Rural
Basic
2
8
null
3
2019-08-26 15:21:39.279729
Average
No
Daily
House
1,001
48,536
54
Male
45,318
Single
1
High School
null
22.459971
Rural
Basic
0
7
728
1
2020-01-13 15:21:39.096739
Average
No
Weekly
Condo
115
48,537
21
Female
4,139
Single
1
High School
null
10.45682
Rural
Premium
3
0
725
2
2022-12-17 15:21:39.260856
Good
No
Weekly
House
688
48,538
44
Male
52,360
Single
1
High School
null
9.235875
Rural
Premium
1
9
463
5
2023-11-20 15:21:39.085129
Average
No
Monthly
Apartment
4,866
48,539
41
Male
104,534
Married
4
Master's
Self-Employed
42.367616
Suburban
Comprehensive
1
12
437
3
2022-05-22 15:21:39.134960
Average
No
Weekly
House
1,207
48,540
42
Male
43,878
Divorced
1
PhD
null
45.162238
Urban
Basic
null
11
null
5
2021-07-07 15:21:39.168099
null
No
Daily
Condo
852
48,541
30
Male
13,565
Divorced
4
PhD
null
17.221316
Urban
Basic
2
9
696
2
2023-02-06 15:21:39.206847
Good
Yes
Rarely
House
135
48,542
50
Female
98,913
Married
2
PhD
Unemployed
40.291352
Suburban
Comprehensive
1
8
337
5
2024-01-20 15:21:39.155231
Average
Yes
Weekly
House
101
48,543
50
Female
3,866
Married
3
Master's
Employed
31.687034
Urban
Basic
null
16
null
6
2020-06-23 15:21:39.149731
Good
No
Rarely
Condo
2,731
48,544
34
Female
40,585
Married
1
High School
Self-Employed
40.553839
Urban
Comprehensive
1
10
838
6
2021-06-23 15:21:39.202448
Poor
Yes
Rarely
Condo
1,663
48,545
44
Female
84,796
Divorced
0
PhD
null
38.009871
Rural
Basic
0
17
544
7
2019-08-25 15:21:39.096739
Poor
No
Rarely
House
23
48,546
36
Female
968
Single
3
High School
Employed
52.935867
Suburban
Premium
null
4
344
5
2021-09-12 15:21:39.134960
Good
Yes
Monthly
Condo
1,002
48,547
35
Female
4,099
Married
1
High School
Self-Employed
12.104981
Suburban
Basic
1
18
null
9
2024-04-17 15:21:39.134960
Average
No
Monthly
Condo
2,323
48,548
64
Female
10,511
Divorced
3
Master's
null
35.90719
Urban
Basic
1
14
565
9
2023-01-26 15:21:39.283783
Poor
Yes
Monthly
Condo
2,147
48,549
23
Male
27,983
Married
4
High School
Unemployed
36.502675
Urban
Comprehensive
1
11
null
5
2024-03-19 15:21:39.134960
Good
Yes
Weekly
Condo
981
48,550
52
Male
3,174
Single
2
Bachelor's
Self-Employed
35.0962
Urban
Comprehensive
0
18
833
1
2019-11-02 15:21:39.105504
Average
No
Daily
Apartment
1,178
48,551
48
Female
72,793
Divorced
1
High School
Unemployed
28.205528
Rural
Comprehensive
null
16
342
5
2022-04-23 15:21:39.288099
Good
Yes
Monthly
House
477
48,552
52
Female
15,953
Married
1
Bachelor's
Unemployed
25.098439
Suburban
Basic
1
9
702
5
2023-01-22 15:21:39.197445
Average
Yes
Rarely
House
2,798
48,553
52
Female
19,236
Single
null
Master's
Employed
8.91392
Suburban
Premium
0
15
541
1
2021-10-15 15:21:39.279729
Average
Yes
Monthly
Condo
57
48,554
24
Male
111,477
Married
2
Master's
Self-Employed
30.266836
Suburban
Premium
0
11
832
3
2022-11-24 15:21:39.151732
Average
Yes
Weekly
House
382
48,555
21
Female
null
Divorced
0
Bachelor's
null
null
Urban
Comprehensive
3
2
null
2
2023-05-26 15:21:39.172097
Average
No
Rarely
Condo
449
48,556
22
Female
20,304
Single
0
High School
Employed
31.829485
Urban
Comprehensive
0
11
556
2
2023-07-26 15:21:39.226954
Average
No
Weekly
House
2,295
48,557
30
Female
14,081
Married
0
Master's
Employed
15.564979
Suburban
Comprehensive
0
15
573
1
2023-06-11 15:21:39.149731
Poor
No
Monthly
Condo
645
48,558
40
Male
3,920
Divorced
3
Bachelor's
Unemployed
41.151774
Rural
Comprehensive
3
12
794
8
2023-11-07 15:21:39.084065
null
Yes
Daily
House
902
48,559
33
Female
35,689
Married
4
PhD
null
36.012971
Urban
Premium
null
4
null
6
2021-04-24 15:21:39.273973
Good
No
Rarely
Apartment
1,206
48,560
53
Female
27,430
Married
0
High School
Self-Employed
36.924212
Urban
Premium
0
12
489
9
2020-11-18 15:21:39.126661
Average
Yes
Monthly
House
717
48,561
21
Female
45,516
Divorced
null
Bachelor's
Unemployed
19.92869
Suburban
Comprehensive
null
2
408
8
2021-11-27 15:21:39.187211
Poor
Yes
Daily
House
1,008
48,562
24
Male
3,615
Married
3
Master's
Employed
49.148213
Rural
Comprehensive
5
11
506
2
2023-04-19 15:21:39.194829
Poor
Yes
Weekly
House
2,049
48,563
47
Male
2,658
Married
0
Master's
Self-Employed
22.505962
Rural
Comprehensive
null
14
372
9
2024-06-28 15:21:39.098696
Average
Yes
Daily
Apartment
826
48,564
40
Male
16,891
Divorced
0
Bachelor's
Self-Employed
9.098126
Urban
Basic
null
12
null
3
2024-01-06 15:21:39.222387
Good
No
Weekly
House
1,827
48,565
57
Female
24,249
Divorced
1
Master's
Employed
22.647661
Urban
Premium
1
13
665
9
2022-05-23 15:21:39.237118
null
No
Rarely
Apartment
842
48,566
61
Female
759
Single
0
Bachelor's
Employed
13.882024
Rural
Comprehensive
null
12
790
8
2020-03-26 15:21:39.286113
Good
Yes
Weekly
Condo
3,244
48,567
33
Female
31,002
Married
1
Bachelor's
null
29.167551
Suburban
Premium
null
8
842
5
2020-03-16 15:21:39.134960
Good
No
Daily
Apartment
1,791
48,568
54
Male
107,580
Divorced
0
High School
Self-Employed
12.337959
Suburban
Comprehensive
0
0
null
7
2019-09-03 15:21:39.272456
Average
No
Weekly
House
1,856
48,569
23
Female
143,863
Single
0
High School
Unemployed
48.365837
Suburban
Premium
1
10
327
7
2020-12-14 15:21:39.174719
Average
No
Monthly
House
492
48,570
41
Female
3,547
Single
4
Bachelor's
Employed
32.403547
Urban
Comprehensive
null
1
451
5
2023-09-12 15:21:39.205850
Poor
Yes
Daily
Apartment
445
48,571
40
Female
31
Divorced
3
High School
Self-Employed
30.472078
Suburban
Comprehensive
3
8
null
9
2021-12-16 15:21:39.134960
Poor
Yes
Weekly
Condo
692
48,572
33
Female
2,970
Married
3
High School
Employed
29.067488
Rural
Basic
2
5
null
8
2023-05-16 15:21:39.080440
Good
No
Monthly
House
595
48,573
32
Male
40,089
Divorced
1
High School
Unemployed
15.133623
Rural
Basic
0
6
454
7
2022-07-22 15:21:39.179186
Poor
No
Daily
Apartment
722
48,574
42
Male
82,834
Married
4
PhD
Self-Employed
27.07729
Suburban
Basic
1
8
419
1
2023-03-22 15:21:39.131192
Average
Yes
Rarely
Apartment
1,670
48,575
34
Male
106,674
Divorced
0
Master's
Self-Employed
5.988301
Urban
Comprehensive
null
10
796
2
2023-05-22 15:21:39.270454
Average
No
Monthly
House
241
48,576
61
Male
8,454
Single
0
Master's
Unemployed
17.83663
Suburban
Premium
0
10
582
3
2024-03-30 15:21:39.194829
Good
Yes
Weekly
House
1,160
48,577
62
Female
9,791
Divorced
4
PhD
null
27.484077
Urban
Basic
1
1
531
9
2022-08-07 15:21:39.271453
Average
Yes
Daily
Apartment
1,004
48,578
57
Female
60,745
Divorced
null
High School
Unemployed
25.056762
Suburban
Premium
2
1
326
2
2021-07-27 15:21:39.236064
null
No
Rarely
House
571
48,579
63
Male
2,077
Single
3
High School
null
26.868694
Urban
Comprehensive
null
5
498
8
2022-10-22 15:21:39.172097
null
Yes
Monthly
Apartment
1,409
48,580
25
Female
34,067
Married
0
Master's
Unemployed
26.943228
Rural
Comprehensive
null
1
520
8
2020-06-03 15:21:39.194829
null
No
Rarely
Apartment
27
48,581
57
Female
null
Divorced
4
Bachelor's
Unemployed
29.814827
Urban
Basic
1
14
344
2
2020-08-24 15:21:39.107553
Average
Yes
Rarely
House
458
48,582
53
Female
15,881
null
0
High School
Unemployed
null
Urban
Basic
2
10
832
4
2020-06-01 15:21:39.175719
Good
No
Rarely
Condo
3,259
48,583
54
Male
62,678
Married
4
PhD
Employed
14.838252
Urban
Basic
null
16
476
5
2022-07-21 15:21:39.128286
Average
No
Rarely
Apartment
102
48,584
34
Female
37,881
Single
null
PhD
null
29.497918
Rural
Basic
null
0
528
7
2021-01-18 15:21:39.202448
Average
Yes
Monthly
House
1,335
48,585
34
Male
12,636
Married
4
High School
null
18.539223
Urban
Premium
2
3
765
1
2021-12-29 15:21:39.232526
Good
Yes
Weekly
Condo
158
48,586
25
Male
2,548
Divorced
3
Bachelor's
null
13.365739
Urban
Premium
1
4
584
8
2019-10-18 15:21:39.237118
null
Yes
Weekly
Apartment
2,881
48,587
61
Male
68,839
Divorced
1
PhD
Unemployed
3.27281
Suburban
Basic
1
11
538
9
2019-12-30 15:21:39.175719
Poor
Yes
Weekly
House
319
48,588
47
Male
5,963
Divorced
1
Bachelor's
Unemployed
20.35456
Suburban
Premium
2
13
658
9
2022-01-26 15:21:39.087123
Good
No
Monthly
House
3,328
48,589
49
Male
11,069
Single
2
Bachelor's
Self-Employed
12.133589
Rural
Premium
1
13
739
7
2023-09-14 15:21:39.237118
Good
No
Monthly
Apartment
3,534
48,590
33
Male
10,591
Single
2
High School
Self-Employed
12.635527
Suburban
Comprehensive
2
19
585
1
2023-05-03 15:21:39.205850
Good
Yes
Daily
Apartment
321
48,591
54
Male
23,430
Divorced
3
Bachelor's
Unemployed
6.65145
Rural
Basic
0
19
723
1
2023-03-14 15:21:39.237118
Poor
No
Rarely
Apartment
466
48,592
51
Male
43,489
Divorced
4
Bachelor's
null
46.243593
Suburban
Premium
3
3
644
3
2023-10-04 15:21:39.222387
Good
No
Daily
Condo
802
48,593
42
Female
5,430
Single
2
Master's
Unemployed
20.785895
Urban
Basic
1
15
null
9
2020-02-22 15:21:39.092127
Good
No
Rarely
Condo
725
48,594
39
Female
81,596
Married
null
High School
Self-Employed
30.253619
Urban
Premium
5
5
381
1
2019-10-15 15:21:39.154008
Poor
Yes
Rarely
Condo
712
48,595
19
Female
51,770
Divorced
0
PhD
Employed
22.501811
Rural
Basic
0
9
526
7
2019-11-14 15:21:39.092127
Good
No
Monthly
House
154
48,596
52
Female
1,318
Married
4
High School
Self-Employed
14.908749
Rural
Comprehensive
1
15
498
7
2019-09-02 15:21:39.097737
Average
No
Weekly
Apartment
532
48,597
60
Female
16,075
Divorced
3
High School
Self-Employed
37.928308
Rural
Comprehensive
null
15
708
9
2021-06-14 15:21:39.276901
Poor
No
Daily
Condo
3,106
48,598
43
Male
3,997
Divorced
1
Master's
null
null
Rural
Basic
2
7
653
6
2023-04-26 15:21:39.224915
Poor
No
Rarely
Condo
586
48,599
56
Male
81,794
Divorced
0
Master's
Unemployed
19.676661
Rural
Premium
null
6
657
5
2019-09-30 15:21:39.276901
Poor
Yes
Weekly
Condo
2,346