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_00099700
|
NGA_STU_00018436
|
Creative Writing
|
Peer Success
| 0.51
|
Accepted
| 2025-09-29T23:15:54.582896
|
Nigeria
|
NGA_REC_00099701
|
NGA_STU_00027493
|
Chemistry
|
Based on Performance
| 0.9
|
Declined
| 2025-10-09T23:15:54.582896
|
Nigeria
|
NGA_REC_00099702
|
NGA_STU_00017654
|
Advanced Mathematics
| null | 0.93
|
Declined
| 2025-09-19T23:15:54.582896
|
Nigeria
|
NGA_REC_00099703
|
NGA_STU_00083036
|
Physics
|
Based on Performance
| 0.62
|
Accepted
| 2025-07-30T23:15:54.582896
|
Nigeria
|
NGA_REC_00099704
|
NGA_STU_00034582
|
Physics
|
Peer Success
| null |
Accepted
| 2025-09-26T23:15:54.582896
|
Nigeria
|
NGA_REC_00099705
|
NGA_STU_00022508
|
Advanced Mathematics
|
Based on Performance
| 0.59
|
Accepted
| 2025-08-24T23:15:54.582896
|
Nigeria
|
NGA_REC_00099706
|
NGA_STU_00086330
|
Creative Writing
|
Based on Performance
| 0.78
|
Declined
| 2025-10-21T23:15:54.582896
|
Nigeria
|
NGA_REC_00099707
|
NGA_STU_00019645
|
Creative Writing
|
Interest Match
| 0.88
|
Pending
| 2025-08-22T23:15:54.582896
|
Nigeria
|
NGA_REC_00099708
|
NGA_STU_00086559
|
Creative Writing
|
Based on Performance
| 0.74
|
Pending
| 2025-08-25T23:15:54.582896
|
Nigeria
|
NGA_REC_00099709
|
NGA_STU_00039680
|
Art History
|
Interest Match
| 0.5
|
Pending
| 2025-09-16T23:15:54.582896
|
Nigeria
|
NGA_REC_00099710
|
NGA_STU_00051632
|
Creative Writing
|
Based on Performance
| 0.87
|
Accepted
| 2025-09-30T23:15:54.582896
|
Nigeria
|
NGA_REC_00099711
|
NGA_STU_00048353
|
Economics
|
Skill Gap
| 0.84
|
Accepted
| 2025-08-30T23:15:54.582896
|
Nigeria
|
NGA_REC_00099712
|
NGA_STU_00087275
|
Computer Programming
|
Peer Success
| 0.59
|
Pending
| 2025-10-09T23:15:54.582896
|
Nigeria
|
NGA_REC_00099713
|
NGA_STU_00077681
|
Art History
|
Based on Performance
| null |
Pending
| 2025-08-17T23:15:54.582896
|
Nigeria
|
NGA_REC_00099714
|
NGA_STU_00036260
|
Computer Programming
|
Based on Performance
| 0.6
|
Declined
| 2025-09-30T23:15:54.582896
|
Nigeria
|
NGA_REC_00099715
|
NGA_STU_00097426
|
Economics
|
Interest Match
| 0.76
|
Accepted
| 2025-09-23T23:15:54.582896
|
Nigeria
|
NGA_REC_00099716
|
NGA_STU_00088175
|
Physics
|
Interest Match
| 0.84
|
Accepted
| 2025-10-21T23:15:54.582896
|
Nigeria
|
NGA_REC_00099717
|
NGA_STU_00030710
|
Advanced Mathematics
|
Interest Match
| 0.72
|
Accepted
| 2025-08-03T23:15:54.582896
|
Nigeria
|
NGA_REC_00099718
|
NGA_STU_00070763
|
Advanced Mathematics
|
Career Path
| 0.97
|
Accepted
| 2025-09-07T23:15:54.582896
|
Nigeria
|
NGA_REC_00099719
|
NGA_STU_00011794
|
Computer Programming
|
Based on Performance
| 0.89
|
Pending
| 2025-08-04T23:15:54.582896
|
Nigeria
|
NGA_REC_00099720
|
NGA_STU_00086450
|
Economics
|
Skill Gap
| 0.97
|
Declined
| 2025-08-11T23:15:54.582896
|
Nigeria
|
NGA_REC_00099721
|
NGA_STU_00089555
|
Art History
|
Interest Match
| 0.62
|
Accepted
| 2025-08-20T23:15:54.582896
|
Nigeria
|
NGA_REC_00099722
|
NGA_STU_00029044
|
Creative Writing
|
Skill Gap
| 0.86
|
Pending
| 2025-09-22T23:15:54.582896
|
Nigeria
|
NGA_REC_00099723
|
NGA_STU_00026894
|
Art History
| null | 0.81
|
Accepted
| 2025-08-20T23:15:54.582896
|
Nigeria
|
NGA_REC_00099724
|
NGA_STU_00062359
|
Physics
|
Career Path
| 0.74
|
Accepted
| 2025-08-07T23:15:54.582896
|
Nigeria
|
NGA_REC_00099725
|
NGA_STU_00083816
|
Advanced Mathematics
|
Based on Performance
| 0.54
|
Declined
| 2025-08-29T23:15:54.582896
|
Nigeria
|
NGA_REC_00099726
|
NGA_STU_00084156
|
Music Theory
|
Peer Success
| 0.7
|
Pending
| 2025-08-03T23:15:54.582896
|
Nigeria
|
NGA_REC_00099727
|
NGA_STU_00022068
|
Physics
|
Peer Success
| 0.56
|
Declined
| 2025-09-27T23:15:54.582896
|
Nigeria
|
NGA_REC_00099728
|
NGA_STU_00031431
|
Advanced Mathematics
|
Career Path
| 0.84
|
Declined
| 2025-09-06T23:15:54.582896
|
Nigeria
|
NGA_REC_00099729
|
NGA_STU_00048639
|
Art History
|
Career Path
| 0.52
|
Pending
| 2025-08-10T23:15:54.582896
|
Nigeria
|
NGA_REC_00099730
|
NGA_STU_00015474
|
Computer Programming
|
Career Path
| 0.67
|
Declined
| 2025-09-15T23:15:54.582896
|
Nigeria
|
NGA_REC_00099731
|
NGA_STU_00057018
|
Advanced Mathematics
|
Skill Gap
| 0.66
|
Pending
| 2025-10-19T23:15:54.582896
|
Nigeria
|
NGA_REC_00099732
|
NGA_STU_00051206
|
Creative Writing
|
Interest Match
| 0.92
|
Accepted
| 2025-08-14T23:15:54.582896
|
Nigeria
|
NGA_REC_00099733
|
NGA_STU_00085458
|
Music Theory
|
Career Path
| 0.52
|
Accepted
| 2025-09-27T23:15:54.582896
|
Nigeria
|
NGA_REC_00099734
|
NGA_STU_00011611
|
Art History
|
Based on Performance
| 0.85
|
Accepted
| 2025-09-06T23:15:54.582896
|
Nigeria
|
NGA_REC_00099735
|
NGA_STU_00066635
|
Creative Writing
|
Skill Gap
| 0.88
|
Accepted
| 2025-10-03T23:15:54.582896
|
Nigeria
|
NGA_REC_00099736
|
NGA_STU_00061026
|
Creative Writing
|
Based on Performance
| 0.62
|
Pending
| 2025-08-25T23:15:54.582896
|
Nigeria
|
NGA_REC_00099737
|
NGA_STU_00084547
|
Chemistry
|
Skill Gap
| 0.5
|
Accepted
| 2025-10-06T23:15:54.582896
|
Nigeria
|
NGA_REC_00099738
|
NGA_STU_00095265
|
Computer Programming
|
Skill Gap
| 0.74
|
Accepted
| 2025-10-21T23:15:54.582896
|
Nigeria
|
NGA_REC_00099739
|
NGA_STU_00056838
|
Creative Writing
|
Based on Performance
| 0.67
|
Accepted
| 2025-08-20T23:15:54.582896
|
Nigeria
|
NGA_REC_00099740
|
NGA_STU_00025306
|
Music Theory
|
Based on Performance
| 0.79
|
Accepted
| 2025-07-31T23:15:54.582896
|
Nigeria
|
NGA_REC_00099741
|
NGA_STU_00027074
|
Advanced Mathematics
|
Based on Performance
| 0.71
|
Accepted
| 2025-09-18T23:15:54.582896
|
Nigeria
|
NGA_REC_00099742
|
NGA_STU_00097632
|
Creative Writing
|
Interest Match
| 0.74
|
Accepted
| 2025-10-07T23:15:54.582896
|
Nigeria
|
NGA_REC_00099743
|
NGA_STU_00071819
|
Economics
|
Career Path
| 0.55
|
Accepted
| 2025-08-31T23:15:54.582896
|
Nigeria
|
NGA_REC_00099744
|
NGA_STU_00061753
|
Computer Programming
|
Skill Gap
| 0.82
|
Accepted
| 2025-09-10T23:15:54.582896
|
Nigeria
|
NGA_REC_00099745
|
NGA_STU_00070098
|
Economics
|
Career Path
| 0.72
|
Pending
| 2025-08-04T23:15:54.582896
|
Nigeria
|
NGA_REC_00099746
|
NGA_STU_00050995
|
Advanced Mathematics
|
Based on Performance
| 0.59
|
Declined
| 2025-08-07T23:15:54.582896
|
Nigeria
|
NGA_REC_00099747
|
NGA_STU_00017616
|
Computer Programming
|
Skill Gap
| 0.58
|
Declined
| 2025-08-06T23:15:54.582896
|
Nigeria
|
NGA_REC_00099748
|
NGA_STU_00045879
|
Computer Programming
|
Skill Gap
| 0.92
|
Accepted
| 2025-09-02T23:15:54.582896
|
Nigeria
|
NGA_REC_00099749
|
NGA_STU_00056066
|
Chemistry
|
Career Path
| 0.83
|
Declined
| 2025-08-09T23:15:54.582896
|
Nigeria
|
NGA_REC_00099750
|
NGA_STU_00053343
|
Creative Writing
|
Interest Match
| 0.71
|
Accepted
| 2025-08-21T23:15:54.582896
|
Nigeria
|
NGA_REC_00099751
|
NGA_STU_00080190
|
Economics
|
Based on Performance
| 0.67
|
Declined
| 2025-09-16T23:15:54.582896
|
Nigeria
|
NGA_REC_00099752
|
NGA_STU_00029060
|
Advanced Mathematics
|
Career Path
| 0.84
|
Accepted
| 2025-10-18T23:15:54.582896
|
Nigeria
|
NGA_REC_00099753
|
NGA_STU_00097944
|
Physics
|
Based on Performance
| 0.96
|
Declined
| 2025-08-03T23:15:54.582896
|
Nigeria
|
NGA_REC_00099754
|
NGA_STU_00010610
|
Chemistry
|
Career Path
| 0.93
|
Declined
| 2025-09-15T23:15:54.582896
|
Nigeria
|
NGA_REC_00099755
|
NGA_STU_00016242
|
Art History
|
Based on Performance
| 0.82
|
Accepted
| 2025-09-13T23:15:54.582896
|
Nigeria
|
NGA_REC_00099756
|
NGA_STU_00074823
|
Creative Writing
|
Career Path
| 0.7
|
Declined
| 2025-08-19T23:15:54.582896
|
Nigeria
|
NGA_REC_00099757
|
NGA_STU_00086479
|
Music Theory
|
Based on Performance
| 0.76
|
Declined
| 2025-10-18T23:15:54.582896
|
Nigeria
|
NGA_REC_00099758
|
NGA_STU_00070916
|
Chemistry
|
Peer Success
| 0.82
|
Declined
| 2025-08-22T23:15:54.582896
|
Nigeria
|
NGA_REC_00099759
|
NGA_STU_00032611
|
Physics
|
Career Path
| 0.7
|
Accepted
| 2025-09-22T23:15:54.582896
|
Nigeria
|
NGA_REC_00099760
|
NGA_STU_00018200
|
Art History
|
Peer Success
| 0.66
|
Accepted
| 2025-09-12T23:15:54.582896
|
Nigeria
|
NGA_REC_00099761
|
NGA_STU_00012623
|
Advanced Mathematics
|
Peer Success
| 0.76
|
Accepted
| 2025-10-16T23:15:54.582896
|
Nigeria
|
NGA_REC_00099762
|
NGA_STU_00046935
|
Chemistry
|
Career Path
| null |
Pending
| 2025-10-13T23:15:54.582896
|
Nigeria
|
NGA_REC_00099763
|
NGA_STU_00049868
|
Economics
|
Based on Performance
| 0.99
|
Pending
| 2025-10-09T23:15:54.582896
|
Nigeria
|
NGA_REC_00099764
|
NGA_STU_00095702
|
Computer Programming
|
Based on Performance
| 0.85
|
Pending
| 2025-08-14T23:15:54.582896
|
Nigeria
|
NGA_REC_00099765
|
NGA_STU_00066099
|
Music Theory
|
Career Path
| 0.57
|
Pending
| 2025-08-02T23:15:54.582896
|
Nigeria
|
NGA_REC_00099766
|
NGA_STU_00015578
|
Creative Writing
|
Career Path
| null |
Accepted
| 2025-10-07T23:15:54.582896
|
Nigeria
|
NGA_REC_00099767
|
NGA_STU_00028727
|
Music Theory
|
Career Path
| 0.58
|
Pending
| 2025-10-08T23:15:54.582896
|
Nigeria
|
NGA_REC_00099768
|
NGA_STU_00025809
|
Music Theory
|
Peer Success
| 0.97
|
Declined
| 2025-09-03T23:15:54.582896
|
Nigeria
|
NGA_REC_00099769
|
NGA_STU_00050468
|
Creative Writing
|
Career Path
| 0.77
|
Declined
| 2025-10-18T23:15:54.582896
|
Nigeria
|
NGA_REC_00099770
|
NGA_STU_00002757
|
Advanced Mathematics
|
Based on Performance
| 0.74
|
Accepted
| 2025-09-24T23:15:54.582896
|
Nigeria
|
NGA_REC_00099771
|
NGA_STU_00014725
|
Music Theory
|
Interest Match
| 0.51
|
Accepted
| 2025-08-08T23:15:54.582896
|
Nigeria
|
NGA_REC_00099772
|
NGA_STU_00058776
|
Art History
|
Skill Gap
| 0.9
|
Accepted
| 2025-09-19T23:15:54.582896
|
Nigeria
|
NGA_REC_00099773
|
NGA_STU_00050579
|
Advanced Mathematics
|
Interest Match
| 0.99
|
Pending
| 2025-10-14T23:15:54.582896
|
Nigeria
|
NGA_REC_00099774
|
NGA_STU_00080662
|
Creative Writing
|
Based on Performance
| 0.76
|
Accepted
| 2025-08-21T23:15:54.582896
|
Nigeria
|
NGA_REC_00099775
|
NGA_STU_00022072
|
Physics
|
Based on Performance
| 0.67
|
Declined
| 2025-09-29T23:15:54.582896
|
Nigeria
|
NGA_REC_00099776
|
NGA_STU_00072884
|
Chemistry
|
Career Path
| 0.8
|
Declined
| 2025-10-01T23:15:54.582896
|
Nigeria
|
NGA_REC_00099777
|
NGA_STU_00048058
|
Art History
|
Skill Gap
| 0.61
|
Declined
| 2025-10-10T23:15:54.582896
|
Nigeria
|
NGA_REC_00099778
|
NGA_STU_00075893
|
Creative Writing
|
Interest Match
| 0.69
|
Accepted
| 2025-07-28T23:15:54.582896
|
Nigeria
|
NGA_REC_00099779
|
NGA_STU_00018768
|
Advanced Mathematics
|
Interest Match
| 0.52
|
Pending
| 2025-09-07T23:15:54.582896
|
Nigeria
|
NGA_REC_00099780
|
NGA_STU_00041183
|
Creative Writing
|
Interest Match
| 0.84
|
Pending
| 2025-08-31T23:15:54.582896
|
Nigeria
|
NGA_REC_00099781
|
NGA_STU_00097078
|
Computer Programming
|
Based on Performance
| 0.86
|
Declined
| 2025-09-08T23:15:54.582896
|
Nigeria
|
NGA_REC_00099782
|
NGA_STU_00061775
|
Economics
|
Career Path
| 0.8
|
Accepted
| 2025-09-28T23:15:54.582896
|
Nigeria
|
NGA_REC_00099783
|
NGA_STU_00092644
|
Computer Programming
|
Based on Performance
| 0.83
|
Pending
| 2025-10-09T23:15:54.582896
|
Nigeria
|
NGA_REC_00099784
|
NGA_STU_00079123
|
Creative Writing
|
Career Path
| 0.7
|
Pending
| 2025-09-26T23:15:54.582896
|
Nigeria
|
NGA_REC_00099785
|
NGA_STU_00078082
|
Art History
|
Based on Performance
| 0.68
|
Pending
| 2025-08-16T23:15:54.582896
|
Nigeria
|
NGA_REC_00099786
|
NGA_STU_00008000
|
Art History
|
Career Path
| 0.56
|
Accepted
| 2025-07-29T23:15:54.582896
|
Nigeria
|
NGA_REC_00099787
|
NGA_STU_00000292
|
Chemistry
|
Career Path
| 0.95
|
Accepted
| 2025-08-28T23:15:54.582896
|
Nigeria
|
NGA_REC_00099788
|
NGA_STU_00095394
|
Computer Programming
|
Interest Match
| 0.53
|
Pending
| 2025-09-06T23:15:54.582896
|
Nigeria
|
NGA_REC_00099789
|
NGA_STU_00013947
|
Economics
|
Career Path
| 0.83
|
Accepted
| 2025-10-16T23:15:54.582896
|
Nigeria
|
NGA_REC_00099790
|
NGA_STU_00001534
|
Music Theory
|
Peer Success
| 0.75
|
Accepted
| 2025-10-15T23:15:54.582896
|
Nigeria
|
NGA_REC_00099791
|
NGA_STU_00034159
|
Physics
|
Career Path
| 0.64
|
Accepted
| 2025-07-28T23:15:54.582896
|
Nigeria
|
NGA_REC_00099792
|
NGA_STU_00017404
|
Physics
|
Based on Performance
| 0.73
|
Declined
| 2025-09-05T23:15:54.582896
|
Nigeria
|
NGA_REC_00099793
|
NGA_STU_00031490
|
Advanced Mathematics
|
Based on Performance
| 0.64
|
Accepted
| 2025-08-17T23:15:54.582896
|
Nigeria
|
NGA_REC_00099794
|
NGA_STU_00066155
|
Advanced Mathematics
|
Career Path
| 0.95
|
Pending
| 2025-09-03T23:15:54.582896
|
Nigeria
|
NGA_REC_00099795
|
NGA_STU_00061099
|
Music Theory
|
Based on Performance
| 0.98
|
Accepted
| 2025-07-28T23:15:54.582896
|
Nigeria
|
NGA_REC_00099796
|
NGA_STU_00012478
|
Creative Writing
|
Interest Match
| 0.61
|
Accepted
| 2025-10-01T23:15:54.582896
|
Nigeria
|
NGA_REC_00099797
|
NGA_STU_00087017
|
Computer Programming
|
Interest Match
| 0.99
|
Declined
| 2025-09-23T23:15:54.582896
|
Nigeria
|
NGA_REC_00099798
|
NGA_STU_00093281
|
Physics
|
Based on Performance
| 0.77
|
Declined
| 2025-10-10T23:15:54.582896
|
Nigeria
|
NGA_REC_00099799
|
NGA_STU_00052905
|
Computer Programming
|
Interest Match
| 0.96
|
Pending
| 2025-10-16T23:15:54.582896
|
Nigeria
|
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