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
1,181,700
45
Female
27,129
Single
4
Master's
null
44.135225
Rural
Comprehensive
null
17
491
4
2023-03-30 15:21:39.143708
Poor
No
Weekly
House
621
1,181,701
46
Female
12,981
Married
1
High School
Unemployed
null
Rural
Comprehensive
null
16
766
6
2022-05-12 15:21:39.259788
Good
No
Weekly
Condo
871
1,181,702
22
Female
20,654
Married
1
PhD
Self-Employed
49.74965
Rural
Comprehensive
0
7
null
9
2023-04-10 15:21:39.134960
Average
No
Weekly
House
1,069
1,181,703
62
Male
87,955
Single
2
Master's
Employed
19.559918
Urban
Premium
1
13
419
3
2021-05-09 15:21:39.107553
Average
Yes
Daily
Condo
717
1,181,704
50
Female
84,553
Married
0
PhD
Unemployed
29.813017
Rural
Basic
null
14
449
2
2020-05-22 15:21:39.149731
Poor
No
Monthly
Condo
2,092
1,181,705
63
Male
935
Married
0
PhD
null
14.908728
Rural
Premium
1
2
849
4
2022-05-19 15:21:39.175719
Good
No
Weekly
Condo
3,640
1,181,706
39
Male
5,098
Single
4
High School
null
11.726151
Rural
Comprehensive
1
2
null
9
2019-12-07 15:21:39.288099
Poor
Yes
Monthly
Apartment
2,475
1,181,707
27
Male
120,744
Divorced
2
Master's
null
22.555129
Suburban
Premium
2
13
625
1
2022-10-26 15:21:39.134960
Good
Yes
Rarely
Condo
2,463
1,181,708
63
Female
15,255
Single
1
PhD
Unemployed
30.823765
Rural
Comprehensive
1
18
433
3
2023-09-07 15:21:39.272456
Poor
No
Monthly
House
1,099
1,181,709
53
Male
4,266
Married
0
High School
Employed
30.693742
Urban
Comprehensive
null
11
309
9
2020-10-02 15:21:39.204790
Good
Yes
Daily
House
3,024
1,181,710
46
Male
37,134
Divorced
1
Bachelor's
Self-Employed
39.848263
Suburban
Comprehensive
0
4
826
9
2021-06-18 15:21:39.245086
Average
No
Monthly
House
644
1,181,711
39
Male
3,640
Divorced
0
High School
Employed
45.603067
Urban
Comprehensive
1
8
495
6
2023-08-10 15:21:39.165120
Good
No
Weekly
Condo
996
1,181,712
30
Female
35,919
Married
4
Master's
null
23.701819
Urban
Basic
1
8
null
2
2022-04-23 15:21:39.106582
Average
No
Rarely
Condo
600
1,181,713
23
Male
121,366
Divorced
3
Bachelor's
Employed
22.253742
Suburban
Premium
2
15
null
3
2023-06-17 15:21:39.194829
Good
No
Rarely
Condo
3,301
1,181,714
36
Male
2,726
Married
4
Bachelor's
Self-Employed
49.638403
Rural
Basic
null
4
379
3
2020-10-27 15:21:39.155231
Poor
Yes
Monthly
House
1,133
1,181,715
18
Female
43,434
Single
4
PhD
null
50.503769
Urban
Premium
null
1
775
5
2023-09-06 15:21:39.134960
Good
Yes
Monthly
House
1,305
1,181,716
31
Male
824
Single
2
PhD
Employed
null
Urban
Basic
1
0
618
7
2021-11-11 15:21:39.086123
Average
Yes
Daily
House
536
1,181,717
36
Male
18,391
Divorced
null
PhD
null
23.27216
Suburban
Basic
1
11
380
3
2021-09-03 15:21:39.192212
Average
Yes
Daily
Condo
1,240
1,181,718
31
Male
1,169
Divorced
3
High School
Unemployed
3.967933
Rural
Comprehensive
2
0
837
8
2021-10-02 15:21:39.092127
Good
Yes
Monthly
House
1,320
1,181,719
41
Female
17,883
Married
0
Bachelor's
Employed
14.497589
Rural
Basic
null
2
461
9
2023-12-13 15:21:39.134960
Poor
Yes
Daily
Apartment
939
1,181,720
25
Male
18,368
Single
null
Bachelor's
Self-Employed
20.818148
Rural
Premium
2
4
776
6
2021-12-19 15:21:39.267454
Average
No
Rarely
Condo
1,847
1,181,721
30
Female
17,077
Married
null
PhD
null
24.270825
Rural
Basic
0
16
null
3
2023-08-18 15:21:39.090124
Good
No
Daily
Apartment
973
1,181,722
64
Male
2,058
Divorced
4
Bachelor's
Self-Employed
24.238776
Urban
Comprehensive
2
17
394
8
2020-12-13 15:21:39.175719
Average
No
Monthly
House
488
1,181,723
62
Female
5,157
Married
0
Bachelor's
Unemployed
26.819104
Rural
Premium
null
0
564
3
2024-03-17 15:21:39.237118
Good
No
Monthly
Condo
704
1,181,724
37
Female
11,973
Married
2
PhD
null
26.581981
Suburban
Comprehensive
null
6
775
3
2020-11-07 15:21:39.132191
Good
Yes
Rarely
Condo
822
1,181,725
46
Female
80,526
Divorced
null
PhD
Self-Employed
13.095233
Rural
Premium
2
10
467
1
2020-08-26 15:21:39.146733
Good
No
Monthly
Condo
1,961
1,181,726
52
Female
15,594
Married
2
Master's
Self-Employed
36.295886
Suburban
Basic
0
18
828
3
2019-10-08 15:21:39.168099
Average
Yes
Daily
House
3,097
1,181,727
37
Female
81,137
Single
2
High School
null
38.187851
Rural
Basic
2
5
569
1
2021-11-01 15:21:39.176717
Average
Yes
Rarely
House
3,310
1,181,728
36
Male
49,402
null
4
Master's
null
40.539204
Rural
Premium
2
15
646
6
2024-07-30 15:21:39.174719
Poor
No
Rarely
Apartment
757
1,181,729
42
Female
46,279
Single
0
High School
Self-Employed
27.402627
Rural
Comprehensive
2
1
795
2
2020-08-27 15:21:39.134960
Good
Yes
Weekly
Apartment
4,895
1,181,730
42
Female
null
Married
0
Master's
Unemployed
19.957295
Suburban
Basic
1
8
572
7
2023-06-23 15:21:39.175719
Poor
No
Daily
Condo
71
1,181,731
43
Male
29,329
Divorced
1
Bachelor's
null
10.74437
Suburban
Premium
2
12
739
5
2023-01-03 15:21:39.289099
Poor
No
Monthly
House
293
1,181,732
39
Female
70,897
Married
1
Master's
null
16.778619
Rural
Premium
null
2
434
9
2020-01-17 15:21:39.216387
Good
No
Weekly
Apartment
716
1,181,733
44
Male
33,600
Divorced
0
High School
Self-Employed
16.946108
Urban
Premium
0
18
612
1
2021-08-28 15:21:39.270454
null
Yes
Monthly
Condo
643
1,181,734
18
Male
93,315
Married
3
Bachelor's
null
18.406003
Urban
Comprehensive
null
5
631
6
2021-08-24 15:21:39.202448
null
Yes
Rarely
House
356
1,181,735
30
Female
44,781
Divorced
3
PhD
Unemployed
18.826603
Urban
Basic
1
17
641
4
2020-12-24 15:21:39.114118
Good
No
Weekly
House
1,336
1,181,736
51
Female
41,209
Divorced
4
High School
Unemployed
22.387526
Rural
Premium
0
16
719
3
2021-12-07 15:21:39.165120
Average
No
Monthly
Apartment
981
1,181,737
22
Female
9,842
Divorced
2
PhD
Unemployed
25.57225
Rural
Premium
null
13
630
7
2023-05-03 15:21:39.203442
null
Yes
Weekly
Apartment
138
1,181,738
null
Female
115,648
Divorced
0
Bachelor's
null
21.879207
Suburban
Premium
0
18
359
3
2023-07-08 15:21:39.130190
null
No
Daily
Apartment
1,176
1,181,739
46
Male
23,881
Divorced
4
High School
Self-Employed
19.39502
Urban
Comprehensive
null
4
741
7
2023-05-16 15:21:39.180553
Poor
No
Rarely
House
677
1,181,740
59
Female
68,700
Divorced
0
Bachelor's
Employed
15.063605
Urban
Comprehensive
0
7
689
3
2022-04-27 15:21:39.155231
Good
No
Daily
Apartment
173
1,181,741
41
Male
87,873
Single
3
PhD
null
48.423958
Rural
Comprehensive
2
9
752
2
2020-09-19 15:21:39.252145
null
No
Monthly
Apartment
544
1,181,742
62
Male
11,916
Single
1
Master's
Self-Employed
35.639587
Urban
Premium
0
9
513
8
2020-02-22 15:21:39.089116
Good
Yes
Daily
Apartment
1,405
1,181,743
56
Female
67,437
Single
2
Bachelor's
Self-Employed
35.314534
Urban
Basic
0
9
377
3
2023-01-10 15:21:39.166062
Poor
Yes
Rarely
House
573
1,181,744
62
Female
7,713
Married
4
High School
Employed
45.858796
Urban
Basic
null
17
595
4
2023-02-27 15:21:39.281787
Average
No
Daily
Condo
1,197
1,181,745
41
Female
5,836
Single
4
Bachelor's
null
26.438428
Suburban
Basic
1
14
745
4
2019-08-21 15:21:39.252145
Average
No
Rarely
Apartment
254
1,181,746
57
Female
44,604
Married
3
PhD
null
18.764147
Suburban
Premium
null
12
null
4
2021-04-07 15:21:39.079128
Average
No
Monthly
House
706
1,181,747
33
Female
83,965
Divorced
2
PhD
Unemployed
15.898121
Urban
Premium
2
12
553
5
2021-08-20 15:21:39.236064
Good
No
Rarely
Apartment
3,171
1,181,748
50
Male
32,420
Married
2
PhD
Employed
33.908412
Suburban
Comprehensive
0
16
708
7
2022-02-02 15:21:39.282785
Average
Yes
Weekly
Condo
309
1,181,749
49
Male
20,283
Single
1
Master's
null
43.849409
Urban
Comprehensive
null
0
448
9
2021-04-08 15:21:39.155231
Poor
No
Weekly
Apartment
85
1,181,750
40
Female
137,531
Single
0
Bachelor's
Unemployed
6.766837
Urban
Basic
1
2
406
3
2020-08-17 15:21:39.164044
Average
Yes
Monthly
Condo
968
1,181,751
57
Male
43,882
Married
0
Bachelor's
null
8.679612
Suburban
Comprehensive
0
6
528
8
2020-03-27 15:21:39.155231
null
No
Rarely
Apartment
603
1,181,752
50
Male
2,789
Married
0
High School
null
null
Urban
Basic
0
6
440
4
2022-07-19 15:21:39.264504
Poor
Yes
Daily
House
827
1,181,753
20
Female
104,921
Married
null
High School
Unemployed
null
Urban
Premium
null
14
null
5
2023-05-22 15:21:39.134960
null
No
Monthly
Apartment
1,603
1,181,754
50
Female
31,261
null
4
Bachelor's
null
48.103097
Rural
Basic
null
1
625
1
2023-07-09 15:21:39.112553
Average
No
Daily
House
731
1,181,755
64
Male
3,801
Divorced
4
Master's
Unemployed
28.04339
Rural
Premium
1
8
348
7
2023-05-11 15:21:39.264504
Poor
Yes
Monthly
House
1,420
1,181,756
40
Female
23,192
Married
4
Master's
Self-Employed
33.168541
Rural
Comprehensive
null
9
646
3
2023-02-18 15:21:39.087123
Poor
No
Weekly
Apartment
743
1,181,757
52
Male
483
Married
1
Bachelor's
Employed
49.114797
Rural
Comprehensive
null
15
565
9
2022-12-01 15:21:39.134960
Poor
No
Daily
Apartment
1,970
1,181,758
41
Female
26,862
Married
1
PhD
null
36.817487
Rural
Basic
1
13
439
2
2020-07-11 15:21:39.155231
Average
Yes
Monthly
Condo
843
1,181,759
38
Male
11,791
Married
0
Bachelor's
Self-Employed
23.955921
Urban
Premium
1
1
531
6
2023-07-07 15:21:39.209847
Good
No
Daily
Condo
1,258
1,181,760
62
Male
39,086
Divorced
1
High School
null
11.929987
Suburban
Premium
0
7
749
1
2023-09-06 15:21:39.120168
Poor
Yes
Rarely
Condo
936
1,181,761
null
Female
3,904
Single
3
Bachelor's
Self-Employed
51.904041
Suburban
Premium
1
11
331
6
2019-10-23 15:21:39.151732
null
No
Monthly
Condo
890
1,181,762
19
Female
3,308
Single
3
PhD
null
45.171546
Urban
Premium
2
13
769
7
2019-10-05 15:21:39.237118
Poor
No
Daily
House
629
1,181,763
29
Female
32,117
Single
null
Master's
Employed
20.448838
Suburban
Premium
null
16
652
9
2020-03-01 15:21:39.253660
Average
Yes
Monthly
Apartment
973
1,181,764
48
Male
16,123
Divorced
0
PhD
null
26.082293
Rural
Basic
1
19
540
1
2021-02-04 15:21:39.085129
Poor
Yes
Rarely
Condo
1,453
1,181,765
58
Male
64,882
Divorced
0
Master's
null
27.810614
Rural
Basic
null
12
318
8
2021-07-09 15:21:39.144722
Good
No
Weekly
House
463
1,181,766
59
Female
23,918
Divorced
3
Bachelor's
Employed
22.937885
Rural
Basic
1
11
694
3
2022-12-20 15:21:39.274993
Poor
No
Monthly
Condo
575
1,181,767
38
Female
null
Married
0
PhD
null
32.067425
Suburban
Comprehensive
1
6
373
4
2022-05-25 15:21:39.106582
Good
Yes
Daily
Condo
1,393
1,181,768
25
Female
45,645
Married
3
High School
Self-Employed
45.442504
Suburban
Basic
null
3
545
3
2021-03-19 15:21:39.084065
Good
No
Monthly
Condo
1,192
1,181,769
37
Male
18,199
Single
0
Bachelor's
Self-Employed
15.243629
Urban
Basic
0
9
335
4
2019-09-30 15:21:39.175719
Average
No
Monthly
House
647
1,181,770
43
Male
61,762
Single
0
Master's
null
null
Urban
Basic
2
2
461
8
2020-04-18 15:21:39.237118
Poor
Yes
Monthly
Apartment
872
1,181,771
45
Female
20,676
Married
4
Master's
null
25.648843
Suburban
Comprehensive
3
13
848
6
2020-08-25 15:21:39.128286
Average
No
Rarely
House
1,139
1,181,772
56
Male
10,605
Married
2
PhD
Self-Employed
12.337781
Suburban
Basic
1
9
553
8
2022-06-06 15:21:39.133866
Good
No
Daily
House
1,711
1,181,773
62
Female
5,217
Single
3
High School
Unemployed
45.979743
Rural
Premium
null
8
685
9
2022-02-04 15:21:39.134960
Average
No
Daily
Condo
1,227
1,181,774
35
Female
27,773
Divorced
1
Bachelor's
Self-Employed
37.267059
Suburban
Premium
5
10
793
5
2022-06-01 15:21:39.134960
Average
Yes
Weekly
House
1,720
1,181,775
50
Female
15,886
Divorced
1
Bachelor's
Unemployed
24.79785
Suburban
Basic
1
6
659
5
2022-02-16 15:21:39.276901
Poor
Yes
Weekly
House
511
1,181,776
25
Female
null
Married
3
PhD
Self-Employed
32.299612
Suburban
Comprehensive
0
13
308
5
2024-07-31 15:21:39.144722
Average
Yes
Monthly
Condo
780
1,181,777
22
Male
7,834
Divorced
0
High School
null
15.771543
Suburban
Basic
null
3
379
5
2022-09-29 15:21:39.155231
Average
Yes
Weekly
Apartment
571
1,181,778
22
Female
16,927
Married
3
High School
Self-Employed
20.94317
Suburban
Comprehensive
null
14
579
3
2023-03-09 15:21:39.134960
Poor
Yes
Weekly
Condo
385
1,181,779
30
Female
17,071
Single
0
Master's
Unemployed
19.816655
Urban
Comprehensive
1
14
559
4
2020-10-31 15:21:39.237118
Average
Yes
Weekly
House
1,450
1,181,780
50
Female
140,625
Divorced
2
PhD
null
47.1137
Urban
Basic
1
15
421
8
2020-01-20 15:21:39.091080
Poor
No
Monthly
House
694
1,181,781
33
Female
16,696
Married
3
Bachelor's
Employed
25.929288
Suburban
Premium
0
17
621
3
2022-08-07 15:21:39.086123
Average
Yes
Weekly
Apartment
961
1,181,782
35
Male
3,801
Married
4
Bachelor's
null
6.06894
Urban
Basic
1
4
674
5
2019-10-11 15:21:39.130190
Average
No
Monthly
House
1,033
1,181,783
60
Female
29,026
Single
null
PhD
Self-Employed
10.643938
Urban
Basic
null
5
490
6
2022-06-08 15:21:39.134960
Poor
No
Monthly
Apartment
1,606
1,181,784
59
Female
9,082
Divorced
4
Bachelor's
Employed
24.16335
Rural
Basic
null
0
728
9
2020-01-18 15:21:39.205850
Good
No
Weekly
Condo
35
1,181,785
45
Female
14,741
Single
4
PhD
null
20.976343
Rural
Basic
1
13
759
8
2023-09-12 15:21:39.101733
Good
Yes
Daily
Condo
1,304
1,181,786
19
Female
56,713
Married
4
Master's
Self-Employed
34.681277
Suburban
Basic
1
16
404
7
2022-04-29 15:21:39.272456
Good
No
Monthly
Apartment
729
1,181,787
31
Male
80,960
Married
1
Master's
Employed
43.369418
Urban
Premium
0
17
713
1
2020-10-06 15:21:39.121169
Poor
No
Daily
House
68
1,181,788
19
Male
659
Married
1
Bachelor's
Unemployed
33.998941
Urban
Comprehensive
null
8
775
9
2023-08-09 15:21:39.149731
Good
No
Weekly
House
2,108
1,181,789
31
Female
3,626
Married
2
High School
null
34.123089
Suburban
Premium
1
15
784
8
2024-08-04 15:21:39.155231
Good
No
Monthly
House
3,767
1,181,790
25
Female
53,883
Divorced
3
High School
Self-Employed
14.494432
Suburban
Premium
1
3
382
9
2020-04-09 15:21:39.168099
Good
Yes
Daily
House
1,854
1,181,791
26
Female
45,973
Single
1
Bachelor's
null
13.880028
Suburban
Premium
null
0
796
8
2022-01-13 15:21:39.121169
Poor
Yes
Rarely
House
1,798
1,181,792
27
Male
18,114
Single
2
Master's
Unemployed
10.534451
Urban
Premium
0
12
678
9
2020-11-12 15:21:39.132191
Poor
Yes
Monthly
House
1,126
1,181,793
21
Female
46,940
null
3
PhD
Self-Employed
8.639446
Rural
Premium
2
4
700
1
2021-12-18 15:21:39.146733
Average
Yes
Monthly
Condo
2,848
1,181,794
37
Female
25,083
Single
2
Bachelor's
null
21.615216
Rural
Basic
0
10
350
2
2023-10-18 15:21:39.134960
Poor
No
Daily
Apartment
885
1,181,795
61
Male
479
Divorced
4
Bachelor's
Self-Employed
20.822681
Rural
Basic
1
2
442
4
2024-01-22 15:21:39.274993
Average
No
Monthly
Apartment
871
1,181,796
49
Female
1,460
Divorced
4
High School
null
null
Rural
Basic
null
16
null
3
2021-07-31 15:21:39.187211
Good
Yes
Rarely
Apartment
583
1,181,797
62
Female
2,673
Married
4
PhD
Unemployed
40.599749
Urban
Basic
1
19
745
4
2019-08-24 15:21:39.116179
Average
No
Daily
House
1,585
1,181,798
57
Male
31,158
Divorced
3
Master's
Self-Employed
38.986419
Rural
Basic
null
19
null
3
2021-11-15 15:21:39.111551
Poor
No
Daily
Condo
277
1,181,799
29
Male
123,944
Single
3
Master's
Employed
10.953091
Rural
Premium
null
0
406
4
2022-06-21 15:21:39.171102
Average
No
Rarely
Condo
1,591