recommendation_id
stringlengths 16
16
| student_id
stringlengths 16
16
| recommended_course
stringclasses 8
values | recommendation_reason
stringclasses 5
values | confidence_score
float64 0.5
1
⌀ | status
stringclasses 3
values | recommendation_date
timestamp[ns]date 2025-07-24 23:15:54
2025-10-21 23:15:54
| country
stringclasses 1
value |
|---|---|---|---|---|---|---|---|
NGA_REC_00099900
|
NGA_STU_00057446
|
Physics
|
Career Path
| 0.94
|
Declined
| 2025-08-10T23:15:54.582896
|
Nigeria
|
NGA_REC_00099901
|
NGA_STU_00073195
|
Art History
|
Based on Performance
| 0.57
|
Accepted
| 2025-09-14T23:15:54.582896
|
Nigeria
|
NGA_REC_00099902
|
NGA_STU_00026576
|
Chemistry
|
Interest Match
| 0.94
|
Accepted
| 2025-09-12T23:15:54.582896
|
Nigeria
|
NGA_REC_00099903
|
NGA_STU_00080270
|
Economics
|
Career Path
| 0.99
|
Pending
| 2025-09-12T23:15:54.582896
|
Nigeria
|
NGA_REC_00099904
|
NGA_STU_00063119
|
Physics
|
Career Path
| 0.73
|
Pending
| 2025-08-31T23:15:54.582896
|
Nigeria
|
NGA_REC_00099905
|
NGA_STU_00006752
|
Economics
|
Career Path
| 0.64
|
Pending
| 2025-09-11T23:15:54.582896
|
Nigeria
|
NGA_REC_00099906
|
NGA_STU_00062700
|
Advanced Mathematics
|
Skill Gap
| 0.98
|
Pending
| 2025-09-10T23:15:54.582896
|
Nigeria
|
NGA_REC_00099907
|
NGA_STU_00018523
|
Creative Writing
|
Skill Gap
| 0.83
|
Pending
| 2025-08-12T23:15:54.582896
|
Nigeria
|
NGA_REC_00099908
|
NGA_STU_00024446
|
Advanced Mathematics
|
Peer Success
| 0.62
|
Pending
| 2025-09-30T23:15:54.582896
|
Nigeria
|
NGA_REC_00099909
|
NGA_STU_00078995
|
Music Theory
|
Based on Performance
| 0.74
|
Accepted
| 2025-09-21T23:15:54.582896
|
Nigeria
|
NGA_REC_00099910
|
NGA_STU_00011292
|
Physics
|
Career Path
| 0.63
|
Pending
| 2025-08-05T23:15:54.582896
|
Nigeria
|
NGA_REC_00099911
|
NGA_STU_00005135
|
Computer Programming
|
Peer Success
| 0.58
|
Accepted
| 2025-09-24T23:15:54.582896
|
Nigeria
|
NGA_REC_00099912
|
NGA_STU_00040797
|
Chemistry
|
Career Path
| 0.74
|
Accepted
| 2025-07-30T23:15:54.582896
|
Nigeria
|
NGA_REC_00099913
|
NGA_STU_00032144
|
Economics
|
Based on Performance
| 0.83
|
Accepted
| 2025-10-02T23:15:54.582896
|
Nigeria
|
NGA_REC_00099914
|
NGA_STU_00018360
|
Economics
|
Peer Success
| 0.63
|
Declined
| 2025-10-04T23:15:54.582896
|
Nigeria
|
NGA_REC_00099915
|
NGA_STU_00045261
|
Music Theory
|
Peer Success
| 0.97
|
Accepted
| 2025-08-11T23:15:54.582896
|
Nigeria
|
NGA_REC_00099916
|
NGA_STU_00065239
|
Computer Programming
|
Skill Gap
| 0.82
|
Accepted
| 2025-08-10T23:15:54.582896
|
Nigeria
|
NGA_REC_00099917
|
NGA_STU_00018252
|
Economics
|
Peer Success
| 0.94
|
Pending
| 2025-09-04T23:15:54.582896
|
Nigeria
|
NGA_REC_00099918
|
NGA_STU_00040774
|
Physics
|
Based on Performance
| 0.95
|
Pending
| 2025-07-28T23:15:54.582896
|
Nigeria
|
NGA_REC_00099919
|
NGA_STU_00041136
|
Advanced Mathematics
|
Career Path
| 0.74
|
Accepted
| 2025-08-05T23:15:54.582896
|
Nigeria
|
NGA_REC_00099920
|
NGA_STU_00020106
|
Computer Programming
|
Based on Performance
| 0.9
|
Accepted
| 2025-10-11T23:15:54.582896
|
Nigeria
|
NGA_REC_00099921
|
NGA_STU_00090552
|
Creative Writing
|
Career Path
| 0.7
|
Accepted
| 2025-08-09T23:15:54.582896
|
Nigeria
|
NGA_REC_00099922
|
NGA_STU_00023248
|
Physics
|
Career Path
| 0.96
|
Pending
| 2025-10-05T23:15:54.582896
|
Nigeria
|
NGA_REC_00099923
|
NGA_STU_00035346
|
Chemistry
|
Peer Success
| 0.66
|
Pending
| 2025-10-21T23:15:54.582896
|
Nigeria
|
NGA_REC_00099924
|
NGA_STU_00021573
|
Art History
|
Interest Match
| 0.56
|
Declined
| 2025-10-04T23:15:54.582896
|
Nigeria
|
NGA_REC_00099925
|
NGA_STU_00043635
|
Economics
|
Based on Performance
| 0.59
|
Declined
| 2025-09-18T23:15:54.582896
|
Nigeria
|
NGA_REC_00099926
|
NGA_STU_00023505
|
Music Theory
|
Career Path
| 0.83
|
Accepted
| 2025-10-07T23:15:54.582896
|
Nigeria
|
NGA_REC_00099927
|
NGA_STU_00041481
|
Economics
|
Skill Gap
| 0.59
|
Declined
| 2025-10-08T23:15:54.582896
|
Nigeria
|
NGA_REC_00099928
|
NGA_STU_00017664
|
Physics
|
Skill Gap
| 0.65
|
Pending
| 2025-08-22T23:15:54.582896
|
Nigeria
|
NGA_REC_00099929
|
NGA_STU_00038144
|
Physics
|
Interest Match
| 0.51
|
Accepted
| 2025-09-04T23:15:54.582896
|
Nigeria
|
NGA_REC_00099930
|
NGA_STU_00088622
|
Music Theory
|
Skill Gap
| 0.52
|
Accepted
| 2025-09-18T23:15:54.582896
| null |
NGA_REC_00099931
|
NGA_STU_00047098
|
Art History
|
Based on Performance
| 0.78
|
Pending
| 2025-10-02T23:15:54.582896
|
Nigeria
|
NGA_REC_00099932
|
NGA_STU_00051866
|
Economics
|
Career Path
| 0.58
|
Accepted
| 2025-10-09T23:15:54.582896
|
Nigeria
|
NGA_REC_00099933
|
NGA_STU_00094872
|
Economics
|
Based on Performance
| 0.68
|
Accepted
| 2025-08-10T23:15:54.582896
|
Nigeria
|
NGA_REC_00099934
|
NGA_STU_00040153
|
Creative Writing
|
Based on Performance
| 0.85
|
Pending
| 2025-09-30T23:15:54.582896
|
Nigeria
|
NGA_REC_00099935
|
NGA_STU_00043622
|
Advanced Mathematics
|
Skill Gap
| null |
Accepted
| 2025-07-28T23:15:54.582896
|
Nigeria
|
NGA_REC_00099936
|
NGA_STU_00070537
|
Physics
|
Based on Performance
| 0.74
|
Declined
| 2025-09-22T23:15:54.582896
|
Nigeria
|
NGA_REC_00099937
|
NGA_STU_00044195
|
Economics
|
Based on Performance
| 0.7
|
Accepted
| 2025-07-27T23:15:54.582896
|
Nigeria
|
NGA_REC_00099938
|
NGA_STU_00055213
|
Computer Programming
|
Interest Match
| 0.9
|
Pending
| 2025-07-31T23:15:54.582896
|
Nigeria
|
NGA_REC_00099939
|
NGA_STU_00006535
|
Computer Programming
|
Interest Match
| 0.76
| null | 2025-09-30T23:15:54.582896
|
Nigeria
|
NGA_REC_00099940
|
NGA_STU_00009184
|
Art History
|
Based on Performance
| 0.9
|
Declined
| 2025-10-14T23:15:54.582896
|
Nigeria
|
NGA_REC_00099941
|
NGA_STU_00091069
|
Computer Programming
|
Interest Match
| null |
Declined
| 2025-09-17T23:15:54.582896
|
Nigeria
|
NGA_REC_00099942
|
NGA_STU_00009116
|
Computer Programming
|
Career Path
| 0.59
|
Declined
| 2025-08-14T23:15:54.582896
|
Nigeria
|
NGA_REC_00099943
|
NGA_STU_00024628
|
Advanced Mathematics
|
Based on Performance
| 0.61
|
Accepted
| 2025-09-02T23:15:54.582896
|
Nigeria
|
NGA_REC_00099944
|
NGA_STU_00035809
|
Advanced Mathematics
|
Interest Match
| 0.83
|
Pending
| 2025-10-20T23:15:54.582896
|
Nigeria
|
NGA_REC_00099945
|
NGA_STU_00024026
|
Computer Programming
|
Career Path
| 0.75
|
Accepted
| 2025-08-29T23:15:54.582896
|
Nigeria
|
NGA_REC_00099946
|
NGA_STU_00071666
|
Economics
|
Skill Gap
| 0.73
|
Declined
| 2025-09-04T23:15:54.582896
|
Nigeria
|
NGA_REC_00099947
|
NGA_STU_00064361
|
Chemistry
|
Based on Performance
| 0.89
|
Declined
| 2025-08-15T23:15:54.582896
|
Nigeria
|
NGA_REC_00099948
|
NGA_STU_00099888
|
Advanced Mathematics
|
Career Path
| 0.7
|
Accepted
| 2025-07-26T23:15:54.582896
|
Nigeria
|
NGA_REC_00099949
|
NGA_STU_00019652
|
Music Theory
|
Based on Performance
| 0.64
|
Accepted
| 2025-09-20T23:15:54.582896
|
Nigeria
|
NGA_REC_00099950
|
NGA_STU_00090793
|
Music Theory
|
Based on Performance
| 0.81
|
Declined
| 2025-09-19T23:15:54.582896
|
Nigeria
|
NGA_REC_00099951
|
NGA_STU_00008821
|
Physics
|
Peer Success
| 0.85
|
Pending
| 2025-10-10T23:15:54.582896
|
Nigeria
|
NGA_REC_00099952
|
NGA_STU_00068682
|
Advanced Mathematics
|
Interest Match
| 0.54
|
Accepted
| 2025-10-17T23:15:54.582896
|
Nigeria
|
NGA_REC_00099953
|
NGA_STU_00083776
|
Art History
|
Interest Match
| 0.86
|
Declined
| 2025-08-24T23:15:54.582896
|
Nigeria
|
NGA_REC_00099954
|
NGA_STU_00020684
|
Chemistry
|
Based on Performance
| 0.76
|
Accepted
| 2025-08-18T23:15:54.582896
|
Nigeria
|
NGA_REC_00099955
|
NGA_STU_00054867
|
Advanced Mathematics
|
Peer Success
| 0.64
|
Accepted
| 2025-08-26T23:15:54.582896
|
Nigeria
|
NGA_REC_00099956
|
NGA_STU_00068129
|
Advanced Mathematics
|
Based on Performance
| 0.95
|
Accepted
| 2025-08-30T23:15:54.582896
|
Nigeria
|
NGA_REC_00099957
|
NGA_STU_00021856
|
Economics
|
Interest Match
| 0.78
|
Pending
| 2025-09-26T23:15:54.582896
|
Nigeria
|
NGA_REC_00099958
|
NGA_STU_00051725
|
Physics
|
Career Path
| 0.86
| null | 2025-10-17T23:15:54.582896
|
Nigeria
|
NGA_REC_00099959
|
NGA_STU_00076724
|
Creative Writing
|
Career Path
| 0.86
|
Accepted
| 2025-08-12T23:15:54.582896
|
Nigeria
|
NGA_REC_00099960
|
NGA_STU_00025931
|
Art History
|
Based on Performance
| 0.94
|
Accepted
| 2025-08-07T23:15:54.582896
|
Nigeria
|
NGA_REC_00099961
|
NGA_STU_00033543
|
Creative Writing
|
Skill Gap
| 0.88
|
Pending
| 2025-09-22T23:15:54.582896
|
Nigeria
|
NGA_REC_00099962
|
NGA_STU_00095620
|
Chemistry
|
Based on Performance
| 0.51
|
Pending
| 2025-08-22T23:15:54.582896
|
Nigeria
|
NGA_REC_00099963
|
NGA_STU_00042878
|
Creative Writing
|
Based on Performance
| 0.58
|
Accepted
| 2025-08-02T23:15:54.582896
|
Nigeria
|
NGA_REC_00099964
|
NGA_STU_00086655
|
Chemistry
|
Career Path
| 0.83
|
Pending
| 2025-10-17T23:15:54.582896
|
Nigeria
|
NGA_REC_00099965
|
NGA_STU_00099038
|
Advanced Mathematics
|
Peer Success
| 0.68
|
Declined
| 2025-10-19T23:15:54.582896
|
Nigeria
|
NGA_REC_00099966
|
NGA_STU_00067650
|
Economics
|
Interest Match
| 0.97
|
Accepted
| 2025-08-18T23:15:54.582896
|
Nigeria
|
NGA_REC_00099967
|
NGA_STU_00099477
|
Economics
|
Based on Performance
| 0.69
|
Pending
| 2025-09-27T23:15:54.582896
|
Nigeria
|
NGA_REC_00099968
|
NGA_STU_00029829
|
Advanced Mathematics
|
Based on Performance
| 0.55
|
Accepted
| 2025-08-03T23:15:54.582896
|
Nigeria
|
NGA_REC_00099969
|
NGA_STU_00045911
|
Physics
|
Based on Performance
| 0.55
|
Accepted
| 2025-08-03T23:15:54.582896
| null |
NGA_REC_00099970
|
NGA_STU_00009428
|
Chemistry
|
Interest Match
| 0.86
|
Pending
| 2025-08-14T23:15:54.582896
|
Nigeria
|
NGA_REC_00099971
|
NGA_STU_00042484
|
Advanced Mathematics
|
Career Path
| 0.99
|
Declined
| 2025-10-17T23:15:54.582896
|
Nigeria
|
NGA_REC_00099972
|
NGA_STU_00092792
|
Art History
|
Peer Success
| null |
Declined
| 2025-08-05T23:15:54.582896
|
Nigeria
|
NGA_REC_00099973
|
NGA_STU_00054819
|
Creative Writing
|
Peer Success
| 0.91
|
Accepted
| 2025-08-12T23:15:54.582896
|
Nigeria
|
NGA_REC_00099974
|
NGA_STU_00026812
|
Chemistry
|
Career Path
| 0.78
|
Accepted
| 2025-10-19T23:15:54.582896
|
Nigeria
|
NGA_REC_00099975
|
NGA_STU_00017625
|
Advanced Mathematics
|
Skill Gap
| 0.68
|
Accepted
| 2025-09-11T23:15:54.582896
|
Nigeria
|
NGA_REC_00099976
|
NGA_STU_00062843
|
Computer Programming
|
Career Path
| 0.69
|
Accepted
| 2025-09-04T23:15:54.582896
|
Nigeria
|
NGA_REC_00099977
|
NGA_STU_00020224
|
Creative Writing
|
Based on Performance
| 0.78
|
Accepted
| 2025-10-07T23:15:54.582896
|
Nigeria
|
NGA_REC_00099978
|
NGA_STU_00054447
|
Chemistry
|
Peer Success
| 0.89
|
Declined
| 2025-08-25T23:15:54.582896
|
Nigeria
|
NGA_REC_00099979
|
NGA_STU_00010450
|
Advanced Mathematics
|
Based on Performance
| 0.62
|
Pending
| 2025-08-05T23:15:54.582896
|
Nigeria
|
NGA_REC_00099980
|
NGA_STU_00012630
|
Music Theory
|
Based on Performance
| 0.79
|
Accepted
| 2025-10-13T23:15:54.582896
|
Nigeria
|
NGA_REC_00099981
|
NGA_STU_00074721
|
Creative Writing
|
Interest Match
| 0.61
|
Pending
| 2025-08-14T23:15:54.582896
|
Nigeria
|
NGA_REC_00099982
|
NGA_STU_00057690
|
Creative Writing
|
Interest Match
| 0.68
|
Accepted
| 2025-09-15T23:15:54.582896
|
Nigeria
|
NGA_REC_00099983
|
NGA_STU_00026946
|
Art History
|
Career Path
| 0.71
|
Declined
| 2025-07-26T23:15:54.582896
|
Nigeria
|
NGA_REC_00099984
|
NGA_STU_00042470
|
Creative Writing
|
Skill Gap
| 0.75
|
Accepted
| 2025-08-20T23:15:54.582896
|
Nigeria
|
NGA_REC_00099985
|
NGA_STU_00055372
|
Computer Programming
|
Interest Match
| 0.91
|
Accepted
| 2025-09-27T23:15:54.582896
|
Nigeria
|
NGA_REC_00099986
|
NGA_STU_00034726
|
Creative Writing
|
Skill Gap
| 0.54
|
Accepted
| 2025-09-06T23:15:54.582896
|
Nigeria
|
NGA_REC_00099987
|
NGA_STU_00091087
|
Advanced Mathematics
|
Based on Performance
| 0.71
|
Accepted
| 2025-07-28T23:15:54.582896
|
Nigeria
|
NGA_REC_00099988
|
NGA_STU_00018434
|
Advanced Mathematics
|
Career Path
| 0.87
|
Accepted
| 2025-10-15T23:15:54.582896
|
Nigeria
|
NGA_REC_00099989
|
NGA_STU_00073156
|
Creative Writing
|
Based on Performance
| 0.56
|
Accepted
| 2025-09-22T23:15:54.582896
|
Nigeria
|
NGA_REC_00099990
|
NGA_STU_00080822
|
Economics
|
Peer Success
| 0.88
|
Accepted
| 2025-08-13T23:15:54.582896
|
Nigeria
|
NGA_REC_00099991
|
NGA_STU_00098306
|
Economics
|
Interest Match
| 0.79
|
Pending
| 2025-08-29T23:15:54.582896
|
Nigeria
|
NGA_REC_00099992
|
NGA_STU_00068379
|
Economics
|
Skill Gap
| 0.61
|
Declined
| 2025-09-01T23:15:54.582896
|
Nigeria
|
NGA_REC_00099993
|
NGA_STU_00066803
|
Music Theory
|
Based on Performance
| 0.69
|
Accepted
| 2025-10-05T23:15:54.582896
|
Nigeria
|
NGA_REC_00099994
|
NGA_STU_00002474
|
Computer Programming
|
Skill Gap
| 0.59
|
Accepted
| 2025-08-03T23:15:54.582896
|
Nigeria
|
NGA_REC_00099995
|
NGA_STU_00057885
|
Advanced Mathematics
|
Career Path
| 0.88
|
Accepted
| 2025-08-26T23:15:54.582896
|
Nigeria
|
NGA_REC_00099996
|
NGA_STU_00050577
|
Advanced Mathematics
|
Based on Performance
| 0.99
|
Pending
| 2025-09-28T23:15:54.582896
|
Nigeria
|
NGA_REC_00099997
|
NGA_STU_00087556
|
Economics
|
Based on Performance
| 0.71
|
Accepted
| 2025-09-08T23:15:54.582896
|
Nigeria
|
NGA_REC_00099998
|
NGA_STU_00012117
|
Creative Writing
|
Career Path
| 0.71
|
Accepted
| 2025-10-07T23:15:54.582896
|
Nigeria
|
NGA_REC_00099999
|
NGA_STU_00010860
|
Chemistry
|
Based on Performance
| 0.91
|
Accepted
| 2025-07-26T23:15:54.582896
|
Nigeria
|
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