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
23,600
24
Male
2,800
Married
1
Master's
Self-Employed
29.391584
Rural
Comprehensive
2
6
581
3
2022-09-15 15:21:39.237118
Average
Yes
Daily
Apartment
1,952
23,601
58
Male
38,197
Married
null
Master's
Unemployed
9.50933
Rural
Basic
null
7
809
7
2022-05-17 15:21:39.096739
Average
No
Rarely
House
524
23,602
45
Female
10,891
Married
0
Bachelor's
Employed
18.569582
Suburban
Premium
0
19
604
6
2020-03-05 15:21:39.280784
Poor
Yes
Monthly
Apartment
612
23,603
30
Male
17,861
Single
1
Master's
Self-Employed
23.65232
Suburban
Basic
null
12
603
7
2020-07-04 15:21:39.245086
Poor
No
Weekly
Apartment
649
23,604
39
Male
23,134
Married
0
High School
Employed
null
Suburban
Premium
0
14
520
7
2021-05-21 15:21:39.210805
Average
No
Daily
Condo
803
23,605
42
Female
104,171
Married
4
Bachelor's
Employed
31.684682
Rural
Basic
null
2
702
4
2021-05-17 15:21:39.265513
Average
No
Rarely
Apartment
226
23,606
56
Male
9,071
Divorced
3
Master's
Self-Employed
13.906357
Urban
Premium
1
5
695
2
2020-10-22 15:21:39.146733
Poor
Yes
Monthly
Apartment
835
23,607
42
Male
5,977
Single
0
Bachelor's
null
35.539893
Rural
Premium
0
15
313
6
2021-04-19 15:21:39.152732
null
Yes
Rarely
Condo
1,703
23,608
45
Male
100,511
Married
1
PhD
Employed
24.993972
Suburban
Premium
2
2
361
7
2022-11-15 15:21:39.091080
Poor
Yes
Weekly
House
1,176
23,609
20
Male
29,795
Divorced
3
Bachelor's
Unemployed
15.715537
Suburban
Comprehensive
0
6
602
9
2020-04-17 15:21:39.134960
Average
No
Weekly
Condo
40
23,610
20
Female
17,900
Married
4
Master's
null
42.477845
Urban
Basic
0
6
519
2
2020-01-10 15:21:39.216387
Good
Yes
Weekly
House
3,259
23,611
26
Female
1,023
Single
1
Master's
Employed
48.3234
Suburban
Basic
1
18
678
9
2019-09-19 15:21:39.189223
null
Yes
Daily
Condo
992
23,612
57
Female
35,118
Divorced
4
Master's
Self-Employed
20.068535
Urban
Premium
0
19
758
8
2019-08-26 15:21:39.237118
Poor
Yes
Rarely
Condo
1,358
23,613
55
Female
121,875
Married
1
PhD
Unemployed
28.191174
Urban
Basic
1
3
452
5
2019-12-04 15:21:39.235012
Poor
No
Rarely
House
855
23,614
25
Female
60,593
Single
0
High School
null
16.591094
Rural
Premium
0
9
333
3
2023-06-11 15:21:39.206847
Good
No
Rarely
Apartment
997
23,615
57
Male
10,894
Single
0
Master's
null
23.955444
Rural
Premium
2
0
739
4
2023-07-08 15:21:39.092127
Average
No
Monthly
Condo
553
23,616
34
Female
61,810
Married
0
Master's
Unemployed
15.948312
Rural
Basic
1
13
407
7
2023-06-29 15:21:39.168099
Good
Yes
Daily
Condo
2,170
23,617
44
Female
50,621
Married
3
Bachelor's
null
27.977247
Urban
Comprehensive
null
4
428
9
2023-02-23 15:21:39.254678
Poor
No
Monthly
Apartment
602
23,618
60
Female
1,265
Single
3
Bachelor's
Self-Employed
23.835564
Suburban
Comprehensive
null
4
482
3
2021-12-10 15:21:39.134960
Good
No
Weekly
Apartment
846
23,619
52
Female
null
Divorced
2
High School
Employed
25.635834
Rural
Basic
1
17
484
2
2021-05-01 15:21:39.291118
Poor
Yes
Monthly
Apartment
40
23,620
62
Female
64,945
Married
4
Bachelor's
Employed
23.366034
Rural
Basic
null
3
400
2
2020-02-19 15:21:39.231531
Poor
No
Daily
Condo
1,333
23,621
41
Female
78
Single
3
PhD
null
27.094153
Rural
Premium
null
7
459
1
2022-08-03 15:21:39.082499
Good
Yes
Monthly
Condo
542
23,622
58
Female
1,087
Divorced
3
Bachelor's
null
19.491933
Suburban
Premium
1
16
766
1
2021-03-26 15:21:39.237118
Good
Yes
Rarely
Apartment
28
23,623
30
Female
27,401
Married
0
PhD
null
40.913103
Rural
Premium
0
11
762
7
2023-02-01 15:21:39.221386
Poor
No
Monthly
Apartment
29
23,624
32
Female
15,893
Married
2
Bachelor's
null
8.934301
Urban
Premium
0
6
702
1
2024-06-06 15:21:39.250151
Poor
Yes
Rarely
Condo
1,603
23,625
62
Female
2,474
Married
0
High School
Employed
15.35116
Suburban
Comprehensive
2
13
574
4
2023-10-31 15:21:39.258696
Good
No
Weekly
Apartment
539
23,626
48
Female
21,589
Divorced
0
High School
Self-Employed
14.738285
Suburban
Comprehensive
null
0
null
2
2023-09-20 15:21:39.221386
Poor
No
Rarely
House
190
23,627
55
Female
57,789
Married
2
High School
Employed
22.823429
Suburban
Comprehensive
0
12
352
1
2023-09-08 15:21:39.155231
Good
No
Rarely
Apartment
189
23,628
42
Female
38,298
Married
4
PhD
Employed
35.096645
Suburban
Basic
0
5
749
1
2023-08-11 15:21:39.186212
Good
No
Rarely
House
474
23,629
21
Female
33,054
Single
3
High School
Employed
23.726509
Urban
Comprehensive
null
1
671
7
2019-09-16 15:21:39.221386
Poor
No
Daily
House
475
23,630
52
Female
123,493
Divorced
4
Bachelor's
null
52.256322
Suburban
Basic
2
5
null
1
2023-08-04 15:21:39.261856
Average
No
Rarely
Condo
456
23,631
23
Male
516
Single
3
Bachelor's
null
13.488735
Suburban
Basic
2
7
585
3
2020-01-15 15:21:39.173834
Good
Yes
Daily
Apartment
538
23,632
22
Male
73,851
Divorced
null
Bachelor's
Self-Employed
18.937479
Rural
Premium
1
7
444
3
2021-03-11 15:21:39.246098
Good
Yes
Rarely
House
1,780
23,633
31
Male
null
Divorced
null
High School
Employed
17.519845
Suburban
Premium
0
11
308
5
2021-04-07 15:21:39.222387
Poor
Yes
Daily
House
2,832
23,634
59
Male
77,940
Married
3
High School
Self-Employed
31.929728
Rural
Comprehensive
null
1
694
8
2022-01-11 15:21:39.149731
Good
Yes
Monthly
Apartment
99
23,635
34
Male
2,623
Divorced
4
Master's
null
39.974654
Suburban
Comprehensive
1
15
452
6
2021-03-14 15:21:39.134960
Average
No
Weekly
Apartment
705
23,636
36
Female
114,615
Single
2
Bachelor's
null
23.508319
Urban
Comprehensive
0
1
null
7
2022-01-23 15:21:39.244069
Poor
Yes
Daily
Condo
249
23,637
22
Female
2,361
Married
2
Bachelor's
Self-Employed
28.818199
Urban
Comprehensive
null
0
323
8
2022-05-01 15:21:39.249100
Average
No
Rarely
Apartment
2,282
23,638
58
Female
1,259
Married
2
PhD
null
null
Urban
Comprehensive
1
2
841
5
2023-06-11 15:21:39.134960
Poor
No
Weekly
Apartment
1,341
23,639
28
Male
17,287
null
2
High School
Unemployed
32.232469
Urban
Premium
1
5
591
2
2021-07-21 15:21:39.092127
Poor
Yes
Daily
Condo
1,311
23,640
33
Male
5,017
Married
null
Bachelor's
Unemployed
27.712601
Suburban
Comprehensive
1
6
618
6
2021-11-10 15:21:39.093681
Good
No
Daily
Condo
1,643
23,641
45
Female
97,555
Married
4
Master's
Unemployed
49.306504
Rural
Premium
0
15
422
2
2022-11-21 15:21:39.146733
Good
No
Weekly
House
1,363
23,642
59
Male
90,779
Single
1
PhD
Unemployed
50.991769
Urban
Comprehensive
0
15
710
3
2022-02-11 15:21:39.149731
Good
No
Rarely
Apartment
2,520
23,643
61
Male
29,253
Single
1
High School
null
null
Rural
Comprehensive
2
2
479
1
2022-09-25 15:21:39.144722
Average
No
Rarely
Condo
908
23,644
64
Male
null
Single
0
Master's
null
46.090241
Suburban
Premium
1
6
810
9
2023-02-05 15:21:39.274993
Poor
Yes
Daily
Apartment
207
23,645
34
Female
82,447
Single
1
High School
Self-Employed
14.542203
Rural
Premium
1
12
338
6
2021-05-04 15:21:39.265513
Good
No
Weekly
Apartment
448
23,646
36
Female
34,875
Divorced
4
High School
Unemployed
7.84445
Suburban
Premium
1
18
669
8
2022-01-07 15:21:39.154008
Poor
No
Daily
Condo
1,236
23,647
56
Male
3,939
Married
2
High School
null
19.514548
Suburban
Premium
2
10
568
1
2021-02-12 15:21:39.191219
Poor
No
Monthly
Apartment
467
23,648
40
Female
143
Single
2
Bachelor's
Employed
13.41431
Rural
Comprehensive
1
18
609
9
2021-11-23 15:21:39.221386
Average
Yes
Rarely
House
330
23,649
47
Male
75,719
Divorced
3
High School
Employed
11.807324
Suburban
Basic
2
2
688
4
2023-07-09 15:21:39.116179
Average
No
Monthly
House
2,135
23,650
45
Male
100
Single
3
High School
Unemployed
26.85638
Urban
Premium
1
11
626
8
2020-04-22 15:21:39.155231
Poor
No
Daily
Apartment
674
23,651
24
Female
10,078
Married
0
PhD
null
20.635941
Rural
Premium
0
15
441
7
2021-09-24 15:21:39.096739
Poor
Yes
Monthly
House
45
23,652
42
Female
829
Single
1
Bachelor's
null
30.717532
Rural
Comprehensive
2
4
795
5
2022-07-14 15:21:39.106582
Good
No
Monthly
Condo
2,094
23,653
27
Female
39,554
Divorced
0
PhD
null
34.945615
Suburban
Comprehensive
0
16
354
5
2021-03-04 15:21:39.237118
Good
Yes
Weekly
House
1,207
23,654
61
Female
27,460
Single
4
High School
Self-Employed
27.168541
Rural
Comprehensive
0
10
835
4
2023-02-03 15:21:39.168099
Poor
No
Monthly
House
101
23,655
51
Male
18,100
Married
0
Bachelor's
Self-Employed
28.32354
Urban
Comprehensive
0
5
845
9
2022-06-15 15:21:39.167099
Poor
No
Rarely
House
566
23,656
60
Male
17,272
Single
3
Master's
Self-Employed
14.295095
Rural
Basic
null
7
444
2
2023-09-23 15:21:39.143708
Average
Yes
Daily
Apartment
228
23,657
29
Female
28,982
Married
1
PhD
Unemployed
31.924606
Rural
Premium
0
9
null
2
2022-12-24 15:21:39.268507
Average
Yes
Rarely
Apartment
640
23,658
53
Female
12,061
Single
2
Bachelor's
Self-Employed
43.69752
Urban
Premium
null
15
844
7
2020-02-21 15:21:39.134960
Good
No
Weekly
Condo
632
23,659
26
Male
123,437
Married
0
PhD
Employed
null
Rural
Basic
null
4
null
1
2021-05-30 15:21:39.237118
Poor
No
Daily
Condo
397
23,660
60
Male
9,082
Married
0
Bachelor's
null
21.053562
Suburban
Basic
1
0
315
8
2023-05-22 15:21:39.175719
Good
Yes
Rarely
Apartment
517
23,661
38
Male
5,855
Married
2
Bachelor's
Unemployed
22.93819
Suburban
Premium
1
14
325
1
2022-12-31 15:21:39.153733
Good
No
Weekly
House
716
23,662
null
Male
37,407
Married
2
High School
Unemployed
37.073917
Urban
Basic
0
1
523
7
2023-09-13 15:21:39.154008
null
Yes
Daily
House
543
23,663
36
Female
30,763
Married
2
High School
Self-Employed
25.823374
Urban
Premium
1
17
649
2
2023-12-21 15:21:39.180553
null
No
Monthly
House
707
23,664
55
Female
19,674
Married
2
PhD
Employed
35.087036
Urban
Premium
0
8
480
4
2024-01-20 15:21:39.086123
Average
No
Monthly
Condo
691
23,665
32
Male
45,935
Married
2
Master's
Employed
32.120942
Urban
Basic
0
8
504
7
2024-07-16 15:21:39.134960
null
Yes
Monthly
Condo
729
23,666
49
Female
126,599
Married
0
Master's
Self-Employed
46.664956
Suburban
Premium
2
1
533
3
2023-03-15 15:21:39.246098
Average
Yes
Rarely
Condo
4,980
23,667
57
Female
48,446
Single
0
Bachelor's
Self-Employed
10.69587
Rural
Comprehensive
null
13
334
3
2020-06-04 15:21:39.225916
Average
No
Rarely
Condo
2,939
23,668
50
Female
4,537
Married
3
PhD
Self-Employed
49.865777
Suburban
Comprehensive
1
15
null
4
2023-03-19 15:21:39.155231
Good
No
Monthly
House
2,342
23,669
42
Female
30,018
Single
4
High School
null
17.922986
Urban
Basic
1
13
308
9
2021-08-01 15:21:39.172097
Average
No
Rarely
House
1,501
23,670
33
Female
87,743
Divorced
0
PhD
Unemployed
34.731105
Suburban
Premium
2
6
380
4
2022-08-02 15:21:39.155231
Good
No
Monthly
House
1,121
23,671
59
Male
29,173
Divorced
3
High School
Unemployed
44.940969
Suburban
Basic
null
7
823
8
2019-09-15 15:21:39.264504
Poor
No
Weekly
Condo
463
23,672
58
Male
23,897
Married
4
PhD
Employed
48.135723
Urban
Comprehensive
0
3
491
8
2021-07-20 15:21:39.196387
Good
Yes
Weekly
Condo
28
23,673
45
Male
1,990
Married
3
High School
Unemployed
28.094838
Rural
Premium
0
13
null
2
2023-05-13 15:21:39.237118
Average
Yes
Rarely
House
1,990
23,674
54
Female
30,292
Single
0
Master's
Employed
48.01238
Suburban
Basic
0
0
767
3
2022-11-06 15:21:39.098696
Poor
No
Rarely
Condo
1,027
23,675
53
Male
112
Divorced
2
Bachelor's
Employed
21.988183
Suburban
Comprehensive
1
10
699
9
2020-12-23 15:21:39.167099
Good
No
Weekly
House
1,460
23,676
60
Male
115,743
Married
0
PhD
Self-Employed
40.372657
Rural
Basic
2
19
442
6
2021-07-04 15:21:39.167099
Average
Yes
Weekly
Apartment
670
23,677
46
Female
19,537
Single
4
Master's
null
43.788796
Suburban
Premium
1
19
492
1
2024-02-04 15:21:39.166062
Poor
No
Monthly
House
1,271
23,678
46
Male
6,965
Married
1
Master's
null
23.719275
Suburban
Premium
1
12
300
1
2024-05-18 15:21:39.276901
Average
Yes
Monthly
Apartment
1,474
23,679
43
Female
26,981
Married
3
Master's
Unemployed
17.927053
Suburban
Premium
0
17
365
5
2023-06-19 15:21:39.151732
Good
No
Monthly
Condo
1,871
23,680
31
Male
3,025
Married
4
PhD
Self-Employed
26.805928
Urban
Premium
null
8
null
9
2022-04-03 15:21:39.219432
Good
Yes
Weekly
Condo
245
23,681
42
Male
1,143
Married
1
Bachelor's
Employed
31.868126
Urban
Comprehensive
3
2
654
8
2024-06-16 15:21:39.237118
Good
No
Rarely
Condo
648
23,682
38
Male
14,867
Married
2
Bachelor's
null
32.443163
Rural
Basic
null
17
null
7
2022-01-13 15:21:39.130190
Good
No
Weekly
Apartment
2,578
23,683
31
Female
27,132
Married
4
High School
Employed
31.914987
Suburban
Basic
1
7
638
1
2020-08-03 15:21:39.274993
Poor
Yes
Daily
House
2,673
23,684
41
Female
16,061
Single
2
Bachelor's
Unemployed
39.997655
Urban
Comprehensive
1
1
554
3
2023-08-28 15:21:39.134960
Average
No
Monthly
Apartment
49
23,685
59
Female
10,001
Divorced
4
PhD
Self-Employed
12.049594
Rural
Comprehensive
null
15
671
5
2019-11-18 15:21:39.244069
Good
No
Rarely
Apartment
1,229
23,686
47
Male
5,232
Divorced
1
High School
Employed
21.716211
Urban
Premium
null
0
532
9
2024-08-06 15:21:39.289099
Average
No
Monthly
House
1,828
23,687
53
Female
54,489
Married
4
Master's
Unemployed
24.366919
Suburban
Basic
2
3
329
4
2024-08-09 15:21:39.224915
Good
Yes
Monthly
Condo
2,222
23,688
null
Female
4,910
Divorced
1
PhD
Employed
8.698625
Rural
Premium
2
2
452
5
2021-04-13 15:21:39.182597
Good
Yes
Weekly
Apartment
1,520
23,689
27
Male
9,791
Married
null
Bachelor's
Self-Employed
14.646777
Suburban
Basic
2
0
766
8
2020-10-08 15:21:39.151732
Average
Yes
Weekly
House
1,574
23,690
36
Male
469
Divorced
3
PhD
Self-Employed
null
Suburban
Premium
0
17
767
6
2021-11-14 15:21:39.237118
Average
Yes
Rarely
Condo
930
23,691
55
Male
38,916
Divorced
4
Bachelor's
Employed
45.077985
Rural
Comprehensive
2
1
682
2
2023-07-31 15:21:39.146733
Good
Yes
Rarely
Apartment
1,079
23,692
52
Male
3,625
Divorced
4
High School
Unemployed
16.811181
Rural
Premium
2
19
null
9
2020-07-30 15:21:39.145732
Poor
Yes
Monthly
House
1,205
23,693
28
Female
2,683
Divorced
4
Bachelor's
Self-Employed
14.357431
Suburban
Comprehensive
null
2
694
8
2024-05-02 15:21:39.244069
Average
No
Daily
Apartment
211
23,694
57
Female
17,084
Single
0
Bachelor's
null
36.966703
Suburban
Basic
null
2
719
9
2023-06-02 15:21:39.228521
Average
Yes
Weekly
Condo
586
23,695
61
Male
8,098
Single
1
Bachelor's
null
19.917904
Suburban
Comprehensive
null
2
656
8
2021-07-05 15:21:39.259788
Average
Yes
Weekly
House
518
23,696
44
Male
30,228
Single
0
High School
Self-Employed
24.914074
Suburban
Premium
null
16
538
3
2021-09-25 15:21:39.167099
Poor
Yes
Daily
Apartment
823
23,697
58
Male
11,516
Divorced
null
PhD
Unemployed
37.090129
Urban
Comprehensive
0
13
496
7
2021-10-10 15:21:39.134960
Average
No
Daily
Apartment
1,140
23,698
57
Female
24,591
Married
2
Bachelor's
Self-Employed
32.688438
Urban
Premium
1
3
null
4
2022-07-15 15:21:39.202448
Poor
No
Rarely
Condo
662
23,699
45
Male
111,956
Single
0
High School
null
null
Suburban
Comprehensive
1
4
439
1
2022-11-12 15:21:39.260856
Poor
No
Weekly
House
1,168