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
17,600
27
Female
22,666
Single
null
PhD
null
28.819165
Urban
Premium
0
4
763
1
2024-04-27 15:21:39.087123
Poor
No
Weekly
Condo
1,388
17,601
51
Female
112,736
Single
2
Bachelor's
Employed
37.946819
Urban
Premium
6
18
609
2
2020-12-18 15:21:39.226954
Poor
Yes
Monthly
Apartment
406
17,602
55
Female
37,056
Divorced
2
Bachelor's
Unemployed
11.796345
Suburban
Premium
0
6
701
1
2020-10-07 15:21:39.192212
Poor
No
Daily
Apartment
1,453
17,603
56
Male
108,882
Divorced
0
PhD
Self-Employed
31.964197
Rural
Basic
0
9
478
3
2020-02-17 15:21:39.128286
Good
No
Weekly
Apartment
3,262
17,604
30
Male
10,166
Married
3
High School
Self-Employed
10.566324
Suburban
Comprehensive
null
5
687
5
2019-10-01 15:21:39.271453
null
No
Daily
Condo
1,091
17,605
49
Male
3,725
Divorced
1
Bachelor's
Self-Employed
32.97628
Urban
Basic
3
9
null
1
2020-04-23 15:21:39.173834
Average
Yes
Daily
Apartment
2,357
17,606
51
Male
52,842
Divorced
3
High School
Employed
21.361769
Suburban
Comprehensive
0
12
null
3
2020-03-29 15:21:39.273973
Poor
No
Weekly
Apartment
92
17,607
33
Male
18,096
Married
2
PhD
null
39.637186
Urban
Premium
null
19
459
7
2021-08-15 15:21:39.237118
Good
Yes
Rarely
House
1,166
17,608
26
Male
10,638
Married
2
PhD
Employed
24.913281
Urban
Comprehensive
0
17
452
5
2021-11-26 15:21:39.237118
Good
No
Rarely
Apartment
214
17,609
45
Female
12,094
Married
0
PhD
Employed
31.919083
Rural
Premium
null
3
468
1
2024-04-30 15:21:39.134960
Good
Yes
Daily
Apartment
35
17,610
50
Male
22,111
Single
3
Master's
Employed
20.783939
Urban
Basic
2
14
null
8
2021-10-21 15:21:39.119168
Good
No
Weekly
Apartment
2,579
17,611
33
Male
16,459
Divorced
3
High School
null
19.509421
Rural
Comprehensive
0
8
672
4
2022-10-13 15:21:39.261856
Poor
Yes
Rarely
House
488
17,612
41
Male
87,019
Married
3
Master's
Unemployed
26.771146
Urban
Basic
1
14
381
6
2024-07-02 15:21:39.205850
Poor
No
Monthly
Condo
1,347
17,613
60
Female
64,448
Divorced
1
PhD
Self-Employed
24.67223
Rural
Basic
0
3
447
5
2020-11-15 15:21:39.261856
Average
Yes
Monthly
Apartment
1,838
17,614
38
Male
2,596
Single
3
PhD
null
24.991293
Suburban
Comprehensive
2
8
342
5
2022-03-30 15:21:39.281787
Poor
Yes
Weekly
House
804
17,615
36
Male
56,801
Divorced
4
Master's
null
23.943458
Urban
Comprehensive
0
7
698
7
2020-08-20 15:21:39.178717
Poor
Yes
Monthly
Apartment
112
17,616
43
Male
37,652
Divorced
3
High School
null
47.428855
Urban
Comprehensive
null
18
619
9
2019-08-22 15:21:39.144722
Poor
No
Rarely
Apartment
446
17,617
43
Female
6,937
Divorced
0
PhD
Employed
42.242271
Suburban
Basic
1
3
638
5
2019-08-23 15:21:39.257696
Average
No
Rarely
Apartment
2,917
17,618
26
Male
25,252
Divorced
3
PhD
Self-Employed
40.085546
Suburban
Basic
null
18
837
5
2023-07-10 15:21:39.259788
Average
No
Monthly
House
926
17,619
43
Male
105,826
Single
null
High School
Unemployed
null
Rural
Basic
1
19
469
8
2023-04-28 15:21:39.091080
Poor
No
Weekly
Condo
1,215
17,620
36
Male
1,596
null
1
PhD
null
15.979437
Suburban
Premium
0
18
361
2
2020-08-25 15:21:39.237118
Average
No
Monthly
House
4,283
17,621
38
Male
55,241
Married
3
High School
Employed
15.879229
Rural
Comprehensive
0
14
351
9
2021-11-24 15:21:39.175719
Average
No
Monthly
House
790
17,622
24
Male
25,602
Single
3
Bachelor's
null
43.966763
Urban
Basic
3
8
577
6
2020-05-27 15:21:39.110557
Average
No
Weekly
House
40
17,623
34
Male
34,253
Single
3
Bachelor's
Unemployed
17.904665
Urban
Premium
null
7
null
3
2024-05-29 15:21:39.093681
Good
Yes
Daily
House
1,287
17,624
30
Female
33,668
Divorced
1
PhD
Unemployed
14.682603
Rural
Premium
1
12
334
3
2020-07-31 15:21:39.155231
Good
No
Weekly
Condo
556
17,625
35
Female
4,818
Married
1
High School
null
25.275361
Suburban
Comprehensive
null
19
464
2
2021-03-03 15:21:39.288099
Average
No
Rarely
Apartment
1,237
17,626
54
Male
5,600
Divorced
3
High School
null
26.693007
Urban
Premium
2
12
749
5
2024-06-09 15:21:39.134960
Average
No
Rarely
House
922
17,627
61
Male
75,735
Single
4
Master's
Self-Employed
7.076586
Urban
Basic
null
7
308
6
2020-07-21 15:21:39.154008
Poor
No
Monthly
Apartment
588
17,628
49
Male
25,287
Single
1
Bachelor's
Self-Employed
10.173977
Rural
Comprehensive
null
15
609
6
2021-11-21 15:21:39.276901
Good
No
Rarely
House
547
17,629
23
Male
478
null
0
Bachelor's
Employed
8.062455
Rural
Premium
0
12
591
7
2020-11-25 15:21:39.219432
Good
Yes
Monthly
Apartment
2,134
17,630
56
Female
114,894
Single
0
Master's
Employed
19.146029
Suburban
Comprehensive
2
6
539
8
2023-06-13 15:21:39.125660
Good
Yes
Rarely
House
112
17,631
26
Male
33,078
Divorced
4
PhD
Unemployed
10.482883
Rural
Comprehensive
null
8
459
8
2020-10-14 15:21:39.222387
Average
Yes
Weekly
House
1,259
17,632
20
Male
4,437
Single
3
High School
null
11.585625
Urban
Basic
2
2
780
3
2021-12-21 15:21:39.079128
Poor
No
Monthly
Condo
1,494
17,633
20
Female
104,994
Divorced
0
PhD
null
51.591997
Suburban
Premium
0
15
649
2
2020-10-14 15:21:39.092127
Poor
No
Monthly
Condo
104
17,634
56
Male
113,981
Divorced
null
Master's
Self-Employed
51.935703
Suburban
Basic
2
13
685
5
2023-06-11 15:21:39.155231
Average
No
Monthly
Condo
1,073
17,635
20
Female
39,413
Married
0
PhD
Unemployed
8.244427
Urban
Comprehensive
null
12
676
2
2023-01-05 15:21:39.166062
Good
Yes
Monthly
Apartment
1,762
17,636
42
Female
29,192
Single
null
Bachelor's
Self-Employed
7.811163
Urban
Premium
1
13
632
8
2020-09-22 15:21:39.134960
Average
Yes
Rarely
House
693
17,637
39
Female
null
Divorced
null
Master's
Self-Employed
23.419802
Suburban
Basic
2
3
326
6
2023-10-24 15:21:39.263607
Good
No
Weekly
Apartment
141
17,638
24
Female
7,078
Divorced
1
Bachelor's
Unemployed
47.039091
Rural
Basic
null
14
810
9
2022-06-24 15:21:39.279729
Good
No
Weekly
Apartment
20
17,639
42
Male
40,318
Divorced
null
PhD
Self-Employed
24.737886
Rural
Premium
1
13
616
1
2023-11-21 15:21:39.278402
Good
No
Daily
Apartment
1,134
17,640
37
Female
23,757
Married
null
PhD
null
5.266517
Suburban
Basic
null
17
null
5
2022-04-21 15:21:39.134960
Poor
No
Monthly
House
3,425
17,641
18
Male
35,198
null
4
Master's
Self-Employed
24.157381
Suburban
Basic
2
14
772
7
2024-05-21 15:21:39.237118
Poor
Yes
Rarely
House
1,158
17,642
38
Female
16,093
Single
3
Master's
null
9.121776
Urban
Basic
1
5
634
2
2021-10-03 15:21:39.187211
Average
No
Daily
House
749
17,643
38
Male
26,211
Divorced
null
High School
null
38.089039
Suburban
Premium
null
6
609
8
2022-09-21 15:21:39.114118
Average
No
Monthly
House
1,735
17,644
37
Male
27,437
Married
1
PhD
null
20.648402
Urban
Premium
null
11
673
1
2019-10-07 15:21:39.167099
Poor
Yes
Monthly
Condo
803
17,645
57
Male
56,424
Single
3
High School
Employed
19.898602
Suburban
Basic
0
14
437
4
2021-01-23 15:21:39.289099
Poor
Yes
Rarely
Apartment
906
17,646
34
Male
36,489
Married
1
High School
Unemployed
17.712989
Rural
Premium
3
6
535
4
2020-02-07 15:21:39.082499
Good
No
Weekly
Apartment
416
17,647
54
Female
126,433
Married
4
High School
Self-Employed
17.698425
Rural
Basic
1
9
603
4
2020-08-22 15:21:39.252145
null
No
Weekly
House
110
17,648
36
Female
44,701
Single
2
Master's
Employed
42.729872
Rural
Basic
0
3
760
5
2022-11-30 15:21:39.245086
Good
Yes
Weekly
House
488
17,649
56
Male
30,028
Divorced
1
High School
Unemployed
26.719249
Rural
Premium
0
0
403
7
2020-09-04 15:21:39.202448
Good
No
Monthly
House
1,718
17,650
27
Male
140,568
Divorced
0
PhD
Self-Employed
36.698612
Urban
Comprehensive
null
2
836
3
2024-02-17 15:21:39.226954
null
No
Rarely
House
3,511
17,651
27
Male
30,253
Single
4
Master's
Employed
24.459611
Rural
Premium
0
4
831
8
2021-10-15 15:21:39.170099
Average
No
Monthly
Apartment
814
17,652
49
Female
2,666
Married
1
Bachelor's
Unemployed
17.293694
Rural
Premium
1
0
725
1
2022-01-08 15:21:39.121169
Poor
No
Rarely
Apartment
3,452
17,653
52
Male
3,565
Single
4
Bachelor's
Unemployed
25.849298
Rural
Basic
2
17
662
7
2021-02-06 15:21:39.155231
Average
Yes
Rarely
Apartment
1,156
17,654
18
Female
null
Divorced
4
High School
Unemployed
29.891396
Rural
Comprehensive
null
3
331
8
2021-12-16 15:21:39.097737
null
Yes
Weekly
Condo
376
17,655
36
Female
8,207
Married
4
Master's
Self-Employed
7.281265
Rural
Comprehensive
1
4
445
6
2022-10-06 15:21:39.206847
Poor
Yes
Weekly
House
863
17,656
22
Male
18,585
null
2
PhD
Employed
8.890784
Rural
Premium
2
9
null
8
2022-09-05 15:21:39.134960
Average
Yes
Monthly
House
775
17,657
60
Male
90,143
Divorced
4
High School
Unemployed
22.507784
Suburban
Premium
1
19
310
4
2020-06-15 15:21:39.131192
Good
No
Weekly
House
531
17,658
50
Male
49,054
Single
3
Master's
Self-Employed
19.444478
Urban
Comprehensive
null
9
372
5
2019-12-09 15:21:39.231531
Good
No
Monthly
House
596
17,659
34
Male
35,113
Divorced
4
High School
Employed
43.094804
Urban
Premium
null
10
584
1
2020-12-12 15:21:39.143708
Average
Yes
Rarely
House
498
17,660
61
Male
44,954
Married
3
PhD
Unemployed
28.827496
Rural
Comprehensive
1
13
766
7
2019-12-27 15:21:39.128286
Poor
No
Weekly
Condo
1,168
17,661
64
Female
80,973
Divorced
2
Bachelor's
Employed
6.918922
Suburban
Premium
1
11
null
5
2020-02-12 15:21:39.134960
Average
No
Monthly
Apartment
191
17,662
48
Female
61,251
Married
2
PhD
null
36.313438
Suburban
Premium
1
7
394
3
2023-12-29 15:21:39.171102
Good
Yes
Rarely
Apartment
492
17,663
47
Female
28,665
Single
3
PhD
Unemployed
49.885898
Rural
Basic
null
15
844
9
2023-11-30 15:21:39.286113
Average
Yes
Monthly
House
892
17,664
52
Female
58,821
Single
0
Bachelor's
Unemployed
6.8453
Rural
Comprehensive
0
7
437
9
2022-04-16 15:21:39.155231
Good
No
Monthly
Apartment
1,221
17,665
null
Female
43,787
Divorced
0
High School
null
34.243039
Suburban
Basic
1
11
543
7
2020-02-05 15:21:39.172097
Poor
Yes
Monthly
Apartment
1,312
17,666
19
Female
147,917
Single
null
High School
Employed
null
Suburban
Premium
3
8
685
2
2020-11-16 15:21:39.226954
Good
Yes
Daily
Condo
795
17,667
64
Male
144,775
Married
3
Bachelor's
Employed
31.351106
Rural
Comprehensive
2
10
838
8
2022-08-02 15:21:39.101733
null
No
Rarely
House
238
17,668
53
Male
9,841
Single
0
PhD
Employed
30.141009
Urban
Premium
null
12
null
8
2022-12-27 15:21:39.155231
Average
Yes
Weekly
Condo
675
17,669
60
Female
5,943
Single
0
High School
null
null
Rural
Premium
null
18
null
2
2022-08-17 15:21:39.146733
Poor
Yes
Monthly
Condo
581
17,670
46
Female
11,989
Married
4
Master's
Self-Employed
30.03786
Urban
Premium
2
7
697
7
2022-08-28 15:21:39.155231
Average
No
Rarely
House
2,636
17,671
25
Male
2,646
Single
4
Master's
Unemployed
34.252208
Rural
Basic
2
14
593
4
2023-02-16 15:21:39.110557
Poor
Yes
Monthly
House
4,981
17,672
18
Female
48,921
Single
3
High School
Self-Employed
7.673738
Suburban
Premium
1
10
338
3
2020-10-05 15:21:39.198406
Average
No
Rarely
Apartment
27
17,673
58
Male
109,612
Single
null
PhD
Employed
9.16433
Rural
Comprehensive
0
16
624
1
2020-09-23 15:21:39.134960
Average
No
Daily
Apartment
309
17,674
54
Female
31,301
Divorced
3
Bachelor's
Self-Employed
17.719365
Urban
Premium
1
16
496
2
2022-04-30 15:21:39.089116
Average
Yes
Monthly
Condo
141
17,675
42
Female
27,982
Married
4
Master's
Self-Employed
13.073654
Urban
Premium
1
16
528
7
2023-09-22 15:21:39.149731
Good
No
Monthly
House
1,042
17,676
44
Female
54,436
Single
0
High School
null
32.67002
Rural
Comprehensive
0
18
717
6
2021-05-28 15:21:39.173834
Average
No
Weekly
Condo
369
17,677
27
Male
36,231
Single
1
Master's
null
15.663696
Rural
Premium
1
0
674
5
2022-08-04 15:21:39.134960
Good
No
Weekly
House
739
17,678
49
Male
10,894
Single
0
Bachelor's
Employed
30.574464
Rural
Basic
0
0
716
5
2021-01-18 15:21:39.090124
Good
Yes
Daily
Condo
1,346
17,679
59
Male
9,082
Married
0
High School
Unemployed
46.734008
Urban
Comprehensive
null
2
null
7
2020-04-23 15:21:39.176717
Poor
No
Weekly
Condo
441
17,680
29
Female
18,071
Single
3
High School
Unemployed
34.73988
Urban
Basic
1
14
818
9
2022-01-12 15:21:39.155231
Poor
No
Daily
House
587
17,681
30
Male
739
Single
3
PhD
Employed
null
Rural
Basic
null
18
731
9
2024-01-19 15:21:39.155231
Good
No
Rarely
House
1,513
17,682
24
Female
27,984
Single
3
Bachelor's
null
19.452486
Rural
Comprehensive
null
0
652
8
2023-10-28 15:21:39.155231
Average
No
Daily
Condo
522
17,683
55
Female
35,297
Married
0
PhD
Self-Employed
14.149776
Urban
Comprehensive
1
11
722
5
2021-02-12 15:21:39.088124
Poor
Yes
Daily
Condo
1,154
17,684
42
Female
74,830
Single
2
Master's
Unemployed
36.876365
Urban
Basic
0
11
407
2
2021-01-23 15:21:39.155231
Poor
No
Monthly
Condo
603
17,685
53
Male
61,282
Divorced
1
PhD
null
42.324522
Suburban
Comprehensive
1
15
767
2
2023-10-04 15:21:39.134960
Good
Yes
Daily
Condo
424
17,686
60
Female
2,631
Divorced
1
High School
Unemployed
40.073935
Urban
Premium
0
6
716
3
2020-01-31 15:21:39.218388
Good
Yes
Rarely
Apartment
2,694
17,687
30
Female
28,561
Married
1
PhD
null
20.89674
Suburban
Comprehensive
1
13
688
5
2024-01-30 15:21:39.155231
Average
Yes
Rarely
House
946
17,688
55
Male
1,198
Married
1
Master's
Self-Employed
12.81224
Suburban
Basic
3
1
742
3
2023-08-05 15:21:39.237118
Poor
Yes
Monthly
House
969
17,689
62
Male
26,603
Single
2
Bachelor's
Self-Employed
9.847788
Suburban
Basic
null
18
488
8
2021-08-11 15:21:39.155231
Average
No
Rarely
House
3,851
17,690
22
Male
26,143
Divorced
0
High School
Unemployed
8.443986
Urban
Basic
null
5
755
6
2021-03-17 15:21:39.276901
Good
No
Monthly
House
1,096
17,691
33
Male
25,863
Single
3
PhD
Employed
22.083658
Urban
Comprehensive
1
9
null
9
2019-12-29 15:21:39.279729
Good
Yes
Weekly
House
1,186
17,692
62
Female
133,859
Divorced
0
Master's
Employed
15.174763
Rural
Comprehensive
1
14
570
5
2024-05-31 15:21:39.165120
Average
No
Rarely
House
288
17,693
29
Male
43,772
Married
0
High School
Employed
null
Suburban
Premium
null
0
569
7
2021-09-10 15:21:39.265513
null
Yes
Rarely
Condo
3,271
17,694
47
Female
45,476
Married
4
High School
null
31.938393
Urban
Premium
0
17
null
9
2023-07-10 15:21:39.254678
Average
No
Monthly
Condo
29
17,695
37
Female
52,227
Single
0
PhD
null
29.622957
Suburban
Comprehensive
2
3
517
8
2020-07-09 15:21:39.208842
Good
Yes
Daily
Apartment
2,633
17,696
62
Female
10,082
Divorced
null
PhD
Self-Employed
22.087511
Suburban
Comprehensive
0
5
636
5
2021-05-28 15:21:39.147735
Good
Yes
Monthly
Condo
1,801
17,697
50
Female
11,090
Married
0
High School
Self-Employed
15.004867
Rural
Premium
null
2
825
2
2021-01-09 15:21:39.134960
null
No
Rarely
Apartment
992
17,698
38
Female
4,541
Single
4
PhD
null
33.068376
Suburban
Premium
0
7
706
6
2021-08-10 15:21:39.143708
null
No
Weekly
Apartment
759
17,699
null
Female
3,750
Single
4
PhD
Self-Employed
10.286676
Suburban
Premium
2
2
723
7
2022-09-04 15:21:39.155231
Average
No
Rarely
House
24