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
1,182,600
35
Male
20,392
Single
2
Bachelor's
null
21.787329
Suburban
Premium
1
1
344
3
2020-04-06 15:21:39.096739
Average
No
Daily
Apartment
1,952
1,182,601
53
Female
4,955
Divorced
2
Bachelor's
Unemployed
46.342417
Urban
Premium
0
5
581
9
2022-06-20 15:21:39.194829
Poor
Yes
Monthly
Apartment
36
1,182,602
51
Male
37,971
Divorced
2
Master's
null
23.413313
Suburban
Comprehensive
2
7
336
2
2022-06-01 15:21:39.106582
Poor
No
Daily
Condo
735
1,182,603
32
Male
78,319
Married
null
Bachelor's
Employed
10.912976
Urban
Basic
1
9
408
5
2022-05-02 15:21:39.237118
Average
No
Weekly
Condo
595
1,182,604
44
Female
30,242
Single
3
Bachelor's
Employed
42.766792
Urban
Comprehensive
3
19
694
7
2023-01-06 15:21:39.134960
Poor
No
Monthly
House
694
1,182,605
52
Female
24,486
Married
3
Bachelor's
null
36.267927
Suburban
Premium
0
6
624
6
2022-01-04 15:21:39.172097
Good
Yes
Daily
Condo
1,119
1,182,606
60
Male
132,520
Single
0
Master's
Unemployed
21.572898
Suburban
Basic
2
15
382
1
2022-08-24 15:21:39.155231
Poor
No
Daily
Apartment
45
1,182,607
22
Male
null
Married
null
Master's
Self-Employed
9.118977
Suburban
Premium
2
13
733
5
2023-10-26 15:21:39.201446
Average
Yes
Monthly
Condo
2,216
1,182,608
26
Male
69,599
Divorced
1
Bachelor's
Unemployed
38.241018
Urban
Basic
null
5
594
4
2019-09-18 15:21:39.237118
Good
Yes
Weekly
House
1,878
1,182,609
19
Female
107,833
Married
1
PhD
Self-Employed
51.613956
Rural
Premium
0
17
513
9
2020-10-15 15:21:39.172097
Poor
No
Weekly
Condo
561
1,182,610
55
Female
32,874
Married
4
High School
null
31.050025
Urban
Premium
1
17
393
6
2024-05-12 15:21:39.270454
Good
Yes
Rarely
Condo
692
1,182,611
50
Female
44,632
Married
3
Bachelor's
Unemployed
28.934243
Urban
Basic
null
2
437
6
2022-06-25 15:21:39.095696
Poor
No
Rarely
House
1,205
1,182,612
42
Female
7,991
Divorced
4
High School
Self-Employed
31.829164
Suburban
Basic
1
0
571
3
2021-03-16 15:21:39.274993
Good
No
Monthly
Condo
818
1,182,613
44
Female
null
Married
4
Master's
null
47.41988
Suburban
Premium
0
13
436
8
2023-02-24 15:21:39.147735
Average
Yes
Daily
Condo
256
1,182,614
56
Male
40,456
Divorced
1
Master's
Self-Employed
null
Suburban
Comprehensive
1
7
827
4
2024-04-12 15:21:39.181605
Poor
Yes
Monthly
Condo
788
1,182,615
44
Male
56,460
Divorced
1
PhD
Self-Employed
50.477972
Suburban
Basic
2
13
776
5
2024-02-29 15:21:39.177724
Poor
Yes
Daily
Apartment
606
1,182,616
40
Male
3,405
Divorced
0
Bachelor's
Employed
24.306211
Rural
Basic
null
3
565
3
2021-02-18 15:21:39.134960
Poor
No
Monthly
Apartment
2,645
1,182,617
48
Male
62,610
Married
4
PhD
Unemployed
34.187723
Rural
Premium
null
15
403
6
2021-11-12 15:21:39.100695
Good
Yes
Monthly
Apartment
1,059
1,182,618
43
Female
69,745
Married
2
PhD
null
15.137314
Rural
Basic
0
9
582
9
2023-01-29 15:21:39.255696
Good
No
Monthly
Condo
388
1,182,619
22
Female
20,283
Divorced
1
High School
null
13.687631
Urban
Comprehensive
0
7
816
1
2024-01-06 15:21:39.134960
Poor
No
Monthly
Apartment
1,204
1,182,620
54
Male
60,501
Single
3
PhD
Employed
null
Rural
Premium
1
13
316
2
2021-09-07 15:21:39.237118
Good
No
Weekly
House
1,130
1,182,621
33
Female
null
Single
3
Bachelor's
Self-Employed
18.644942
Rural
Basic
2
4
null
9
2020-01-04 15:21:39.085129
Poor
No
Monthly
Apartment
1,998
1,182,622
30
Male
8,207
Married
0
PhD
null
31.926249
Suburban
Comprehensive
2
15
541
6
2020-02-13 15:21:39.132191
Average
Yes
Daily
House
4,970
1,182,623
28
Male
28,561
Married
4
High School
Self-Employed
29.066237
Rural
Premium
0
18
673
2
2023-04-10 15:21:39.144722
null
No
Rarely
Condo
518
1,182,624
27
Male
66,925
Divorced
2
PhD
Self-Employed
51.819551
Urban
Premium
1
16
807
6
2023-09-29 15:21:39.237118
Average
No
Daily
Condo
556
1,182,625
32
Female
20,571
Divorced
3
Master's
null
40.149219
Urban
Comprehensive
2
4
null
7
2020-09-16 15:21:39.237118
Poor
Yes
Rarely
House
1,682
1,182,626
56
Female
28,981
Single
1
High School
Employed
26.936663
Rural
Basic
1
6
811
4
2021-02-11 15:21:39.155231
Average
Yes
Daily
Condo
27
1,182,627
23
Female
899
Single
null
Bachelor's
Unemployed
null
Suburban
Basic
2
10
468
7
2022-03-28 15:21:39.247098
Average
Yes
Monthly
Condo
1,525
1,182,628
25
Female
27,401
Single
4
Bachelor's
Employed
25.751737
Rural
Basic
1
8
564
5
2022-01-15 15:21:39.236064
Good
Yes
Weekly
House
1,383
1,182,629
23
Female
1,416
Married
0
PhD
Self-Employed
22.132898
Rural
Comprehensive
0
4
544
5
2021-01-26 15:21:39.134960
Average
No
Weekly
Apartment
4,408
1,182,630
20
Female
39,580
Single
3
High School
Self-Employed
31.128078
Suburban
Comprehensive
0
2
795
7
2020-11-17 15:21:39.143708
Good
No
Monthly
Condo
395
1,182,631
44
Male
2,786
Divorced
3
Master's
Employed
12.651846
Suburban
Premium
2
18
662
4
2020-02-29 15:21:39.249100
Poor
Yes
Daily
Condo
1,157
1,182,632
38
Female
17,094
Divorced
2
Master's
null
12.924472
Urban
Basic
0
12
622
5
2023-07-09 15:21:39.176717
Average
No
Rarely
House
940
1,182,633
40
Female
68,748
Single
4
High School
Self-Employed
48.938726
Suburban
Premium
0
7
691
9
2021-04-17 15:21:39.244069
Good
No
Weekly
Condo
259
1,182,634
26
Female
25,861
Married
1
Bachelor's
Self-Employed
17.513765
Suburban
Comprehensive
2
9
767
1
2022-03-24 15:21:39.096739
Average
No
Monthly
House
909
1,182,635
55
Female
27,305
Married
2
PhD
Unemployed
34.848689
Suburban
Premium
1
4
614
7
2022-08-02 15:21:39.237118
Poor
No
Daily
Apartment
472
1,182,636
46
Female
886
Married
2
High School
Self-Employed
28.752662
Suburban
Comprehensive
2
5
731
1
2022-12-18 15:21:39.134960
Poor
No
Weekly
Condo
854
1,182,637
56
Male
73,591
Married
3
Bachelor's
Self-Employed
15.411425
Suburban
Comprehensive
null
12
360
6
2022-09-03 15:21:39.134960
Poor
Yes
Rarely
House
846
1,182,638
63
Male
2,986
Single
4
Master's
Unemployed
35.5898
Suburban
Premium
1
0
461
9
2021-02-02 15:21:39.237118
Average
No
Weekly
Condo
27
1,182,639
53
Female
39,803
Single
null
PhD
null
16.690571
Rural
Basic
3
9
649
5
2022-10-05 15:21:39.236064
Poor
No
Daily
House
100
1,182,640
33
Male
131,584
Married
0
Master's
null
29.279931
Suburban
Comprehensive
2
4
812
2
2022-07-21 15:21:39.205850
Average
Yes
Weekly
House
2,593
1,182,641
64
Male
675
Married
1
High School
Self-Employed
50.390944
Urban
Basic
null
12
null
3
2019-10-14 15:21:39.288099
Poor
No
Daily
Apartment
731
1,182,642
40
Male
16,696
Single
2
PhD
Unemployed
31.160914
Suburban
Basic
1
15
431
6
2021-08-05 15:21:39.134960
Good
No
Monthly
House
2,114
1,182,643
31
Male
129,947
Divorced
null
High School
Self-Employed
25.131821
Urban
Premium
2
16
364
7
2022-09-05 15:21:39.081504
Average
Yes
Daily
Condo
596
1,182,644
54
Male
29,460
Married
null
Master's
Self-Employed
28.144575
Rural
Comprehensive
null
15
567
3
2021-01-16 15:21:39.246098
Average
Yes
Monthly
Apartment
641
1,182,645
31
Male
3,972
Married
2
High School
Self-Employed
28.700097
Urban
Basic
2
9
733
1
2022-12-02 15:21:39.235012
Average
Yes
Weekly
House
2,746
1,182,646
60
Male
20,312
Divorced
4
Master's
Employed
24.826904
Urban
Comprehensive
null
8
645
2
2022-11-19 15:21:39.196387
Good
Yes
Daily
Apartment
566
1,182,647
37
Female
62,770
Married
3
PhD
Unemployed
33.666518
Suburban
Basic
0
4
420
4
2020-05-25 15:21:39.223901
Good
No
Weekly
Apartment
1,411
1,182,648
54
Male
3,116
Single
1
PhD
Self-Employed
null
Suburban
Comprehensive
null
12
834
9
2022-03-14 15:21:39.091080
Good
No
Daily
Apartment
2,033
1,182,649
26
Male
10,194
Married
0
Bachelor's
Employed
26.342939
Rural
Basic
2
12
697
8
2021-06-02 15:21:39.214388
Poor
Yes
Weekly
House
511
1,182,650
37
Male
51,636
Single
3
PhD
null
42.983297
Suburban
Comprehensive
null
8
534
2
2023-02-22 15:21:39.226954
Average
Yes
Rarely
Condo
418
1,182,651
51
Female
34,373
Married
1
Master's
Employed
32.567356
Urban
Basic
0
1
null
7
2020-08-11 15:21:39.134960
Poor
Yes
Monthly
House
718
1,182,652
37
Female
null
Single
2
PhD
Employed
15.627549
Rural
Basic
2
3
431
4
2023-02-22 15:21:39.114118
Average
No
Monthly
House
1,221
1,182,653
29
Female
12,991
Divorced
null
Master's
Unemployed
35.012804
Rural
Basic
0
19
621
7
2021-12-02 15:21:39.134960
Poor
No
Weekly
House
519
1,182,654
29
Female
30,873
Married
0
Bachelor's
Self-Employed
10.857451
Rural
Premium
null
12
526
3
2020-08-08 15:21:39.152732
Average
Yes
Rarely
Apartment
1,400
1,182,655
30
Female
14,079
Divorced
3
Bachelor's
Unemployed
22.189371
Urban
Basic
2
10
787
6
2024-05-08 15:21:39.237118
Poor
No
Daily
Apartment
1,631
1,182,656
62
Female
14,894
Single
1
PhD
Employed
7.094522
Urban
Premium
1
19
430
8
2019-12-22 15:21:39.134960
Poor
Yes
Rarely
Apartment
679
1,182,657
19
Male
81,454
Married
4
High School
Unemployed
45.844797
Rural
Comprehensive
0
12
391
7
2021-04-07 15:21:39.261856
null
No
Daily
Apartment
1,173
1,182,658
49
Male
51,490
Single
3
PhD
Unemployed
19.772172
Suburban
Basic
2
11
393
3
2021-04-04 15:21:39.285112
Good
Yes
Daily
House
890
1,182,659
33
Female
26,981
Single
2
PhD
Employed
14.595092
Urban
Basic
0
16
566
7
2022-11-05 15:21:39.237118
Good
No
Weekly
Condo
587
1,182,660
62
Female
857
Married
3
High School
null
9.766679
Rural
Comprehensive
1
16
384
3
2021-09-18 15:21:39.085129
Poor
Yes
Rarely
Apartment
749
1,182,661
56
Male
824
Single
1
High School
Unemployed
null
Urban
Premium
null
4
695
5
2023-03-25 15:21:39.084065
Poor
Yes
Rarely
Apartment
704
1,182,662
52
Female
108,527
Married
1
High School
Self-Employed
null
Suburban
Premium
0
10
387
9
2020-05-01 15:21:39.123711
Poor
Yes
Daily
Condo
1,355
1,182,663
19
Male
740
Married
3
PhD
null
49.339842
Rural
Premium
0
8
741
6
2021-12-11 15:21:39.144722
null
Yes
Rarely
House
931
1,182,664
38
Female
132,674
Single
0
High School
Employed
17.081269
Urban
Comprehensive
1
1
759
3
2021-09-24 15:21:39.237118
Good
No
Monthly
House
401
1,182,665
42
Male
30,963
Married
2
Bachelor's
Employed
41.867186
Rural
Comprehensive
0
1
null
8
2021-09-25 15:21:39.086123
Good
Yes
Monthly
Apartment
837
1,182,666
51
Female
56,798
Single
0
PhD
Employed
24.933596
Suburban
Premium
0
16
772
9
2023-11-15 15:21:39.188220
Good
Yes
Daily
House
240
1,182,667
54
Male
64,148
Single
0
High School
Self-Employed
39.927258
Suburban
Premium
1
17
null
2
2021-06-30 15:21:39.119168
Poor
No
Weekly
Apartment
240
1,182,668
28
Male
17,863
Divorced
4
Master's
Employed
40.661229
Suburban
Comprehensive
0
12
null
6
2020-04-24 15:21:39.155231
Good
Yes
Weekly
House
574
1,182,669
60
Male
24,862
Single
4
High School
Unemployed
null
Urban
Premium
1
11
705
8
2022-03-06 15:21:39.209847
Poor
No
Weekly
Condo
1,831
1,182,670
53
Male
71,467
Divorced
4
High School
Self-Employed
7.920128
Rural
Comprehensive
1
16
526
3
2021-10-14 15:21:39.197445
Poor
No
Daily
Apartment
45
1,182,671
60
Female
7,202
Divorced
null
PhD
Unemployed
10.839434
Urban
Comprehensive
null
8
725
8
2021-11-22 15:21:39.252145
null
No
Weekly
House
714
1,182,672
44
Female
61,772
Single
1
Master's
Employed
27.572314
Suburban
Premium
null
10
580
5
2022-07-22 15:21:39.206847
Good
Yes
Weekly
Condo
252
1,182,673
64
Male
23,779
Divorced
3
Master's
Unemployed
19.572579
Rural
Comprehensive
0
8
458
2
2019-10-04 15:21:39.091080
Poor
No
Weekly
Apartment
3,765
1,182,674
26
Female
121,760
Single
4
PhD
Unemployed
49.102329
Suburban
Basic
0
2
446
5
2021-11-09 15:21:39.237118
Good
No
Daily
House
2,918
1,182,675
39
Male
17,272
Single
3
PhD
Employed
31.639432
Rural
Comprehensive
1
18
715
2
2022-07-25 15:21:39.207847
Good
No
Weekly
Condo
970
1,182,676
31
Male
84,553
Divorced
3
Master's
Employed
18.839583
Urban
Premium
null
3
432
3
2023-01-11 15:21:39.172097
Poor
Yes
Weekly
House
516
1,182,677
37
Female
43,782
Divorced
0
PhD
Unemployed
8.955205
Suburban
Comprehensive
0
3
674
1
2022-09-14 15:21:39.285112
Poor
No
Weekly
Apartment
1,403
1,182,678
38
Male
141,638
Single
2
PhD
Unemployed
5.539839
Urban
Comprehensive
0
12
502
2
2021-06-17 15:21:39.093681
Poor
No
Rarely
Condo
150
1,182,679
55
Male
75,769
Married
1
Bachelor's
Employed
19.740625
Rural
Premium
0
4
445
8
2023-02-14 15:21:39.252145
Average
No
Monthly
Condo
959
1,182,680
62
Male
73,538
Married
2
Bachelor's
Unemployed
9.448924
Urban
Basic
2
9
458
1
2019-10-03 15:21:39.264504
Poor
No
Rarely
Condo
288
1,182,681
61
Male
73,876
Married
0
PhD
Self-Employed
43.161316
Rural
Comprehensive
2
3
397
9
2021-04-02 15:21:39.120168
Average
No
Monthly
House
772
1,182,682
61
Male
25,720
Single
3
High School
Unemployed
37.8985
Rural
Basic
2
18
710
1
2021-11-19 15:21:39.219432
Poor
No
Monthly
Apartment
456
1,182,683
30
Female
5,697
Married
0
Bachelor's
Unemployed
16.602414
Suburban
Premium
1
0
511
2
2020-08-12 15:21:39.236064
Good
No
Daily
Apartment
635
1,182,684
37
Female
17,582
Divorced
3
Master's
Employed
13.709988
Suburban
Comprehensive
null
19
391
2
2024-05-22 15:21:39.276901
Good
Yes
Daily
Apartment
1,077
1,182,685
null
Male
17,890
Married
0
Bachelor's
Employed
3.876442
Urban
Premium
null
2
699
5
2022-07-07 15:21:39.111551
Good
No
Monthly
Condo
174
1,182,686
20
Male
12,984
Single
null
PhD
Unemployed
40.972131
Urban
Premium
2
18
849
4
2020-03-07 15:21:39.134960
Poor
Yes
Weekly
Condo
649
1,182,687
25
Female
6,938
Divorced
4
High School
null
8.882787
Suburban
Comprehensive
1
15
690
1
2021-12-25 15:21:39.237118
Poor
No
Rarely
House
496
1,182,688
57
Female
35,498
Married
null
Master's
null
13.644879
Urban
Premium
1
6
691
3
2023-07-29 15:21:39.131192
Good
No
Weekly
Condo
2,889
1,182,689
59
Male
46,797
Divorced
4
High School
Self-Employed
25.084564
Urban
Comprehensive
0
5
403
3
2024-01-07 15:21:39.176717
Average
No
Monthly
Apartment
1,021
1,182,690
39
Female
88,856
Divorced
2
High School
null
29.089441
Rural
Premium
1
10
369
6
2023-09-03 15:21:39.194829
Good
Yes
Rarely
Condo
563
1,182,691
56
Male
38,984
Single
4
High School
null
38.794815
Rural
Comprehensive
1
13
483
7
2022-12-29 15:21:39.237118
Average
No
Monthly
Apartment
1,016
1,182,692
25
Male
382
Divorced
4
PhD
Employed
41.602984
Rural
Comprehensive
2
7
844
5
2020-09-13 15:21:39.087123
Poor
Yes
Daily
House
951
1,182,693
null
Female
46,027
Married
4
Master's
null
40.012665
Urban
Premium
2
1
538
5
2024-08-02 15:21:39.255696
Average
No
Daily
House
2,770
1,182,694
42
Female
26,625
Divorced
4
PhD
null
17.081328
Urban
Premium
1
10
652
3
2023-09-19 15:21:39.237118
Good
Yes
Weekly
House
23
1,182,695
48
Female
121,467
Single
4
Bachelor's
null
25.369764
Urban
Basic
2
2
null
8
2024-05-08 15:21:39.270454
Good
Yes
Weekly
Condo
2,300
1,182,696
46
Male
20,283
Married
4
PhD
Employed
37.878475
Urban
Comprehensive
null
3
737
9
2023-03-29 15:21:39.283783
Average
No
Rarely
Apartment
1,029
1,182,697
36
Male
36,255
Single
1
PhD
null
38.791667
Suburban
Comprehensive
0
0
592
1
2022-12-08 15:21:39.209847
null
No
Monthly
Condo
1,405
1,182,698
63
Male
2,558
Divorced
0
Bachelor's
Unemployed
21.57664
Urban
Premium
null
7
764
1
2022-02-17 15:21:39.237118
Average
Yes
Monthly
House
362
1,182,699
50
Female
30,959
Single
2
Bachelor's
Unemployed
18.955477
Rural
Premium
null
10
528
6
2021-05-20 15:21:39.155231
Poor
Yes
Daily
Apartment
309