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
1,176,600
64
Female
51,738
Divorced
3
Bachelor's
null
49.23906
Suburban
Premium
2
1
508
4
2022-05-16 15:21:39.155231
Average
Yes
Monthly
Apartment
2,847
1,176,601
64
Male
3,819
Married
3
Master's
Self-Employed
22.929214
Urban
Basic
null
14
486
9
2024-05-27 15:21:39.190215
Average
Yes
Weekly
House
2,271
1,176,602
43
Female
47,155
Single
0
High School
null
27.614814
Urban
Premium
null
0
446
4
2020-12-06 15:21:39.154008
Good
No
Rarely
Condo
130
1,176,603
64
Male
3,879
Divorced
null
PhD
Employed
3.729861
Urban
Comprehensive
null
3
446
6
2020-06-05 15:21:39.237118
Good
No
Daily
Apartment
1,044
1,176,604
43
Female
1,279
Single
1
Bachelor's
Employed
24.854368
Rural
Basic
1
17
556
4
2023-06-27 15:21:39.202448
Poor
No
Weekly
Apartment
2,559
1,176,605
61
Female
4,817
Divorced
null
Master's
Employed
25.859798
Suburban
Premium
null
12
576
1
2022-06-06 15:21:39.261856
null
No
Daily
House
1,172
1,176,606
55
Female
113,857
Single
1
Master's
Unemployed
24.894763
Urban
Premium
0
19
434
6
2020-03-28 15:21:39.253660
Poor
Yes
Rarely
Apartment
587
1,176,607
59
Male
43,878
Single
1
Bachelor's
null
32.07769
Urban
Basic
null
18
603
1
2020-07-05 15:21:39.202448
Average
No
Monthly
House
2,436
1,176,608
29
Male
73,029
Single
3
Master's
null
15.241499
Suburban
Basic
2
9
626
5
2020-06-27 15:21:39.233998
Good
No
Weekly
Apartment
2,211
1,176,609
58
Male
6,819
Divorced
0
Master's
null
10.098636
Rural
Basic
3
4
550
6
2022-07-05 15:21:39.134960
Poor
Yes
Monthly
House
963
1,176,610
49
Male
28,991
Single
2
High School
null
null
Rural
Basic
1
9
null
1
2022-04-30 15:21:39.155231
Poor
Yes
Daily
House
1,245
1,176,611
25
Male
45,907
Single
0
Bachelor's
Self-Employed
28.938314
Rural
Premium
null
5
null
4
2021-07-13 15:21:39.134960
Poor
No
Daily
Apartment
477
1,176,612
52
Female
35,725
Divorced
1
Bachelor's
null
20.814457
Rural
Basic
0
4
748
2
2020-12-13 15:21:39.250151
Average
No
Daily
House
668
1,176,613
31
Male
117,925
Single
4
Bachelor's
Unemployed
43.625812
Rural
Premium
2
5
713
9
2022-05-11 15:21:39.279729
Good
No
Weekly
Apartment
1,878
1,176,614
52
Male
24,861
Divorced
0
Bachelor's
null
26.377027
Urban
Premium
null
16
471
3
2021-06-18 15:21:39.093681
Average
No
Daily
Condo
2,182
1,176,615
32
Male
54,983
Single
3
High School
null
19.964607
Suburban
Basic
1
9
729
3
2020-01-28 15:21:39.231531
Good
Yes
Rarely
Condo
213
1,176,616
31
Female
24,591
Divorced
3
PhD
Self-Employed
21.419869
Rural
Basic
1
17
687
8
2023-03-26 15:21:39.134960
Poor
No
Daily
House
549
1,176,617
21
Male
5,903
Married
null
High School
Self-Employed
31.056926
Urban
Basic
1
8
null
5
2024-05-17 15:21:39.155231
Average
Yes
Weekly
Condo
744
1,176,618
64
Male
4,918
Single
4
High School
null
34.120966
Suburban
Premium
null
8
804
4
2023-10-13 15:21:39.134960
null
No
Daily
Condo
523
1,176,619
46
Male
43,939
Divorced
3
Master's
null
34.52768
Rural
Comprehensive
1
1
614
5
2022-11-24 15:21:39.192212
Average
No
Monthly
Apartment
997
1,176,620
47
Male
562
Single
4
PhD
null
36.869215
Urban
Basic
0
14
438
5
2023-10-18 15:21:39.097737
Good
No
Rarely
Apartment
562
1,176,621
59
Male
43,782
Single
1
Bachelor's
Self-Employed
21.3599
Urban
Premium
1
7
552
3
2022-06-07 15:21:39.150730
null
Yes
Weekly
Apartment
817
1,176,622
46
Female
52,221
Married
4
Bachelor's
null
15.979853
Suburban
Premium
3
12
624
6
2024-05-16 15:21:39.134960
Average
No
Weekly
Condo
2,721
1,176,623
36
Male
31,170
Divorced
3
PhD
null
27.957625
Suburban
Premium
null
3
732
3
2020-03-11 15:21:39.272456
Good
No
Monthly
Apartment
740
1,176,624
23
Male
40,488
Single
0
Master's
Self-Employed
10.273079
Rural
Comprehensive
0
2
495
2
2020-04-13 15:21:39.230483
Good
Yes
Rarely
House
1,076
1,176,625
49
Female
1,316
Married
1
Master's
Unemployed
13.65757
Rural
Basic
1
2
639
6
2021-10-25 15:21:39.244069
null
No
Daily
Condo
24
1,176,626
36
Male
45,912
Divorced
1
PhD
null
24.743227
Rural
Comprehensive
0
17
761
7
2024-02-23 15:21:39.204790
Poor
Yes
Weekly
Condo
753
1,176,627
27
Male
34,008
Married
4
PhD
Employed
14.838252
Urban
Basic
null
10
476
4
2022-06-04 15:21:39.274993
Good
Yes
Rarely
Condo
39
1,176,628
42
Female
20,389
Married
4
Master's
Employed
25.371426
Suburban
Premium
2
11
757
2
2021-08-26 15:21:39.134960
Good
No
Daily
Condo
1,679
1,176,629
42
Female
53,613
Single
2
PhD
null
15.926421
Urban
Comprehensive
1
12
431
7
2024-02-12 15:21:39.119168
Poor
Yes
Weekly
Apartment
1,338
1,176,630
44
Female
116,053
Single
0
High School
Unemployed
7.557451
Rural
Comprehensive
1
4
439
4
2020-10-24 15:21:39.134960
Good
Yes
Rarely
Condo
23
1,176,631
30
Female
120,852
Married
2
PhD
Employed
42.148938
Suburban
Comprehensive
2
6
441
2
2021-09-15 15:21:39.154008
Good
Yes
Weekly
House
801
1,176,632
39
Female
32,636
Single
2
High School
Employed
37.613325
Suburban
Premium
1
18
573
9
2024-08-02 15:21:39.237118
Poor
No
Rarely
House
817
1,176,633
27
Male
1,075
Married
2
High School
Employed
12.708759
Rural
Basic
1
6
791
1
2023-12-18 15:21:39.090124
Poor
No
Weekly
Condo
2,433
1,176,634
32
Male
6,943
Divorced
4
High School
Employed
17.720065
Rural
Comprehensive
null
9
625
5
2022-02-18 15:21:39.098696
Average
Yes
Monthly
House
932
1,176,635
23
Male
76,569
Divorced
0
Bachelor's
Unemployed
13.553099
Rural
Premium
2
18
765
7
2020-04-03 15:21:39.276901
Good
Yes
Weekly
Apartment
382
1,176,636
56
Male
null
Single
0
PhD
null
24.507966
Urban
Basic
null
10
357
2
2023-10-04 15:21:39.149731
Poor
No
Monthly
Condo
1,670
1,176,637
54
Female
71,612
Divorced
4
Bachelor's
null
41.827724
Rural
Basic
3
4
302
3
2020-06-18 15:21:39.143708
Poor
Yes
Monthly
House
2,848
1,176,638
57
Female
66,846
Divorced
1
Bachelor's
Unemployed
42.868706
Rural
Basic
1
13
662
4
2020-10-13 15:21:39.282785
Average
No
Weekly
House
393
1,176,639
30
Female
17,293
Married
4
Bachelor's
Unemployed
null
Urban
Comprehensive
null
2
null
2
2023-03-13 15:21:39.228521
Average
Yes
Weekly
Condo
1,292
1,176,640
34
Female
49,873
Single
0
Bachelor's
Self-Employed
11.88562
Suburban
Comprehensive
0
11
369
6
2022-01-05 15:21:39.274993
Average
No
Weekly
Condo
1,546
1,176,641
26
Female
53,623
Divorced
0
High School
Employed
30.139766
Urban
Comprehensive
0
15
409
7
2021-04-29 15:21:39.257696
Good
No
Daily
Apartment
27
1,176,642
38
Male
95,546
Divorced
2
Master's
Unemployed
43.939864
Suburban
Premium
1
2
487
7
2020-07-15 15:21:39.166062
Poor
Yes
Monthly
House
2,252
1,176,643
37
Male
482
Divorced
4
High School
Employed
45.367
Suburban
Basic
1
18
745
7
2022-08-12 15:21:39.237118
Average
Yes
Daily
Condo
2,037
1,176,644
44
Male
133,543
Single
1
High School
Unemployed
44.09493
Suburban
Premium
null
18
437
5
2019-10-27 15:21:39.237118
Poor
No
Daily
Condo
548
1,176,645
39
Female
null
Single
3
Master's
null
27.014851
Suburban
Comprehensive
null
7
405
2
2020-10-31 15:21:39.155231
Poor
Yes
Rarely
Condo
4,828
1,176,646
25
Female
10,166
Single
4
Master's
null
33.87829
Suburban
Premium
1
7
null
4
2022-03-12 15:21:39.221386
Average
Yes
Rarely
House
2,285
1,176,647
39
Female
18,127
Divorced
2
Master's
Self-Employed
8.262923
Rural
Basic
null
0
397
2
2024-07-19 15:21:39.155231
Average
Yes
Monthly
Apartment
1,192
1,176,648
44
Female
19,137
Single
null
Master's
Unemployed
22.397876
Suburban
Basic
null
9
444
1
2020-03-08 15:21:39.150730
Poor
No
Rarely
House
141
1,176,649
54
Male
null
Married
3
Bachelor's
null
51.970961
Urban
Comprehensive
2
2
549
5
2021-11-04 15:21:39.091080
Good
No
Monthly
House
731
1,176,650
40
Female
49,680
Divorced
3
Master's
Employed
9.53477
Rural
Premium
0
6
303
4
2023-02-23 15:21:39.225916
Poor
Yes
Rarely
House
761
1,176,651
47
Female
57,926
Divorced
2
High School
null
29.451978
Suburban
Basic
null
4
null
9
2020-11-27 15:21:39.219432
Good
No
Monthly
Condo
358
1,176,652
51
Female
7,905
Single
4
High School
null
24.617975
Urban
Basic
null
7
765
7
2021-06-22 15:21:39.134960
Good
Yes
Daily
Condo
306
1,176,653
47
Female
1,973
Single
4
PhD
Unemployed
24.038926
Suburban
Comprehensive
null
5
738
1
2021-03-24 15:21:39.109552
Good
No
Daily
Apartment
1,973
1,176,654
40
Female
136,093
Single
0
Bachelor's
null
13.895273
Rural
Comprehensive
2
2
437
7
2022-09-05 15:21:39.237118
Average
Yes
Weekly
Condo
29
1,176,655
48
Male
16,751
Divorced
4
Master's
Self-Employed
21.08719
Urban
Basic
null
2
null
4
2021-06-03 15:21:39.192212
Average
No
Monthly
Apartment
806
1,176,656
20
Male
17,096
Married
1
Master's
Unemployed
null
Rural
Basic
1
4
658
9
2021-09-04 15:21:39.155231
Poor
No
Daily
Condo
20
1,176,657
55
Female
3,142
Married
3
Bachelor's
Self-Employed
47.325812
Rural
Basic
null
9
749
7
2024-01-13 15:21:39.134960
Good
Yes
Weekly
Condo
2,338
1,176,658
61
Male
72,856
Divorced
0
PhD
null
36.937885
Suburban
Basic
0
1
541
1
2020-01-18 15:21:39.120168
Average
Yes
Weekly
Apartment
111
1,176,659
55
Male
26,991
Divorced
null
Master's
Self-Employed
20.792549
Rural
Comprehensive
1
18
null
1
2023-08-08 15:21:39.132191
Average
Yes
Monthly
House
556
1,176,660
40
Female
23,604
null
4
High School
Unemployed
33.140779
Suburban
Comprehensive
0
18
846
2
2022-04-21 15:21:39.134960
Average
Yes
Weekly
Condo
2,765
1,176,661
34
Male
3,849
Single
0
Bachelor's
Employed
12.826149
Urban
Comprehensive
3
7
528
6
2024-08-07 15:21:39.094752
Average
No
Rarely
Condo
1,694
1,176,662
26
Female
10,034
Divorced
1
PhD
Employed
19.913666
Urban
Basic
null
6
657
8
2020-04-30 15:21:39.261856
Poor
Yes
Weekly
Apartment
571
1,176,663
46
Female
25,265
Married
0
PhD
Self-Employed
5.557804
Urban
Basic
null
18
848
4
2019-08-23 15:21:39.228521
Average
No
Daily
House
1,258
1,176,664
60
Male
1,475
Divorced
0
Bachelor's
null
20.829651
Suburban
Comprehensive
0
11
587
4
2022-09-05 15:21:39.134960
Poor
Yes
Rarely
House
26
1,176,665
21
Male
8,389
Divorced
4
Master's
null
20.603408
Urban
Premium
null
3
310
7
2022-07-27 15:21:39.096739
Good
No
Monthly
Condo
3,787
1,176,666
45
Male
17,417
Married
0
Master's
Employed
31.73922
Rural
Premium
2
2
767
8
2019-09-09 15:21:39.171102
Average
No
Rarely
Condo
1,192
1,176,667
36
Female
3,399
Single
null
Bachelor's
null
37.156539
Rural
Basic
1
2
639
7
2024-02-16 15:21:39.237118
null
Yes
Weekly
Condo
2,589
1,176,668
39
Female
5,904
Divorced
4
High School
null
30.947788
Urban
Basic
0
17
699
7
2021-06-12 15:21:39.186212
Poor
Yes
Daily
House
26
1,176,669
53
Male
8,305
Single
3
Master's
Unemployed
22.907967
Suburban
Premium
1
14
null
4
2022-12-02 15:21:39.134960
Poor
No
Daily
Condo
2,051
1,176,670
57
Female
2,588
Divorced
3
Bachelor's
Employed
5.019541
Rural
Premium
1
9
636
2
2023-10-16 15:21:39.132191
Poor
Yes
Daily
Apartment
37
1,176,671
60
Female
12,687
Single
null
Bachelor's
null
8.98626
Rural
Premium
2
18
637
5
2020-05-02 15:21:39.237118
Poor
Yes
Daily
House
335
1,176,672
37
Female
11,504
Divorced
0
High School
Self-Employed
22.425969
Urban
Comprehensive
null
12
367
9
2022-05-26 15:21:39.088124
Poor
No
Monthly
House
1,705
1,176,673
19
Male
28,761
Single
3
PhD
null
24.396865
Urban
Basic
2
9
663
3
2023-01-11 15:21:39.207847
Poor
No
Daily
Condo
1,545
1,176,674
58
Female
99,078
Married
0
Master's
Employed
19.813359
Suburban
Premium
null
7
null
2
2022-01-14 15:21:39.096739
Good
Yes
Weekly
House
205
1,176,675
63
Female
10,149
Married
0
High School
null
24.381886
Urban
Premium
null
18
698
5
2023-01-24 15:21:39.278180
Average
Yes
Rarely
Apartment
1,758
1,176,676
23
Female
12,225
Single
4
High School
Employed
33.757626
Urban
Comprehensive
2
5
null
1
2020-03-07 15:21:39.134960
Average
No
Rarely
House
1,226
1,176,677
38
Male
18,368
Married
null
Bachelor's
Employed
28.624852
Suburban
Premium
null
10
463
4
2022-04-10 15:21:39.155231
Good
No
Monthly
Condo
25
1,176,678
45
Female
72,623
Married
0
Bachelor's
Self-Employed
18.956752
Rural
Comprehensive
1
17
598
6
2021-10-16 15:21:39.231531
null
Yes
Weekly
Apartment
341
1,176,679
48
Male
15,169
Married
4
Master's
Employed
6.789515
Rural
Comprehensive
2
14
834
5
2022-07-18 15:21:39.176717
Poor
No
Daily
House
598
1,176,680
64
Female
null
Divorced
1
PhD
Employed
13.36685
Suburban
Comprehensive
null
8
491
6
2024-03-03 15:21:39.134960
null
Yes
Monthly
House
48
1,176,681
33
Male
39,734
Single
4
High School
Unemployed
34.844791
Suburban
Comprehensive
null
7
371
9
2021-12-28 15:21:39.181605
Poor
No
Daily
Condo
648
1,176,682
46
Male
26,917
Married
3
Bachelor's
null
27.255111
Urban
Basic
null
11
624
8
2022-11-06 15:21:39.286113
Good
Yes
Rarely
Condo
1,328
1,176,683
32
Male
62,889
Single
1
Master's
Unemployed
13.803423
Rural
Premium
0
15
null
3
2019-08-24 15:21:39.134960
Average
Yes
Daily
House
112
1,176,684
28
Female
2,883
Single
1
High School
Employed
31.845595
Suburban
Basic
2
0
667
6
2021-02-02 15:21:39.186212
Poor
Yes
Monthly
Apartment
788
1,176,685
62
Male
245
Divorced
4
PhD
Unemployed
10.853706
Rural
Basic
null
5
585
2
2024-02-25 15:21:39.085129
Poor
Yes
Rarely
House
1,360
1,176,686
42
Male
62,294
Divorced
0
Bachelor's
Employed
35.819065
Urban
Basic
2
12
584
1
2022-04-20 15:21:39.134960
Good
Yes
Weekly
House
3,166
1,176,687
33
Male
8,053
Divorced
4
High School
null
32.945591
Urban
Comprehensive
1
18
581
4
2024-04-24 15:21:39.134960
Poor
No
Daily
Condo
761
1,176,688
40
Male
1,226
Divorced
3
PhD
Employed
20.772069
Suburban
Comprehensive
1
0
357
9
2022-11-16 15:21:39.229482
Average
No
Weekly
House
4,566
1,176,689
24
Male
90,881
Divorced
3
Master's
Self-Employed
28.394541
Urban
Premium
0
17
315
8
2021-10-10 15:21:39.146733
Poor
No
Daily
Apartment
1,639
1,176,690
26
Female
107,941
Divorced
null
Master's
null
16.944136
Urban
Premium
2
16
667
6
2020-07-22 15:21:39.259788
Good
No
Daily
Apartment
24
1,176,691
41
Male
65,835
Single
0
Master's
Unemployed
20.083076
Suburban
Basic
4
12
683
4
2021-06-20 15:21:39.134960
Average
No
Rarely
Apartment
1,854
1,176,692
63
Male
18,051
Divorced
2
High School
Self-Employed
22.958706
Suburban
Premium
null
19
566
6
2019-08-26 15:21:39.155231
Good
No
Monthly
Apartment
691
1,176,693
37
Male
6,434
Single
null
Master's
Employed
25.974173
Rural
Premium
null
15
607
1
2021-01-29 15:21:39.155231
Good
Yes
Weekly
Condo
2,515
1,176,694
35
Male
7,086
Divorced
4
PhD
Employed
null
Urban
Basic
1
4
767
9
2024-06-17 15:21:39.134960
Poor
Yes
Weekly
House
912
1,176,695
22
Male
60,869
Single
2
PhD
Employed
37.948689
Suburban
Premium
4
8
764
2
2024-01-25 15:21:39.131192
Poor
No
Monthly
House
64
1,176,696
23
Female
501
Single
2
Bachelor's
Self-Employed
52.70177
Suburban
Comprehensive
1
19
752
8
2023-08-16 15:21:39.228521
Average
No
Rarely
Condo
605
1,176,697
24
Female
26,121
Single
1
Bachelor's
Employed
8.65651
Suburban
Comprehensive
null
7
773
9
2023-02-15 15:21:39.098696
Good
Yes
Weekly
House
2,105
1,176,698
21
Female
10,264
Married
2
Bachelor's
Employed
33.283898
Suburban
Comprehensive
0
1
null
5
2021-08-01 15:21:39.182597
Poor
Yes
Rarely
House
910
1,176,699
34
Female
38,509
Divorced
4
Master's
Self-Employed
12.985912
Suburban
Premium
2
11
675
9
2020-03-17 15:21:39.091080
Poor
No
Rarely
Apartment
1,409