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_00000000
NGA_STU_00015795
Computer Programming
Interest Match
0.53
Accepted
2025-10-18T23:15:54.582896
Nigeria
NGA_REC_00000001
NGA_STU_00000860
Advanced Mathematics
Peer Success
0.56
Pending
2025-10-13T23:15:54.582896
Nigeria
NGA_REC_00000002
NGA_STU_00076820
Economics
Career Path
0.94
Declined
2025-08-23T23:15:54.582896
Nigeria
NGA_REC_00000003
NGA_STU_00054886
Physics
Interest Match
0.69
Declined
2025-10-17T23:15:54.582896
Nigeria
NGA_REC_00000004
NGA_STU_00006265
Art History
Career Path
0.72
Accepted
2025-10-12T23:15:54.582896
Nigeria
NGA_REC_00000005
NGA_STU_00082386
Advanced Mathematics
Skill Gap
0.74
Pending
2025-08-08T23:15:54.582896
Nigeria
NGA_REC_00000006
NGA_STU_00037194
Art History
Career Path
0.89
Pending
2025-10-14T23:15:54.582896
Nigeria
NGA_REC_00000007
NGA_STU_00087498
Advanced Mathematics
Career Path
0.62
Accepted
2025-09-13T23:15:54.582896
Nigeria
NGA_REC_00000008
NGA_STU_00044131
Chemistry
Based on Performance
0.84
Declined
2025-09-29T23:15:54.582896
Nigeria
NGA_REC_00000009
NGA_STU_00060263
Computer Programming
Skill Gap
0.94
Accepted
2025-09-29T23:15:54.582896
Nigeria
NGA_REC_00000010
NGA_STU_00016023
Advanced Mathematics
Skill Gap
0.97
Accepted
2025-08-21T23:15:54.582896
Nigeria
NGA_REC_00000011
NGA_STU_00041090
Music Theory
Based on Performance
0.85
Pending
2025-08-16T23:15:54.582896
null
NGA_REC_00000012
NGA_STU_00067221
Creative Writing
Skill Gap
0.99
Declined
2025-08-10T23:15:54.582896
Nigeria
NGA_REC_00000013
NGA_STU_00064820
Physics
Interest Match
0.95
Accepted
2025-07-31T23:15:54.582896
Nigeria
NGA_REC_00000014
NGA_STU_00000769
Economics
Skill Gap
0.83
Declined
2025-09-03T23:15:54.582896
Nigeria
NGA_REC_00000015
NGA_STU_00059735
Creative Writing
Interest Match
0.95
Pending
2025-09-17T23:15:54.582896
Nigeria
NGA_REC_00000016
NGA_STU_00062955
Economics
Based on Performance
0.88
Declined
2025-10-05T23:15:54.582896
Nigeria
NGA_REC_00000017
NGA_STU_00064925
Computer Programming
Based on Performance
0.76
Declined
2025-09-20T23:15:54.582896
Nigeria
NGA_REC_00000018
NGA_STU_00067969
Chemistry
Career Path
0.75
Accepted
2025-08-28T23:15:54.582896
Nigeria
NGA_REC_00000019
NGA_STU_00005311
Creative Writing
Based on Performance
0.99
Accepted
2025-09-27T23:15:54.582896
Nigeria
NGA_REC_00000020
NGA_STU_00083104
Creative Writing
Career Path
0.86
Pending
2025-09-05T23:15:54.582896
Nigeria
NGA_REC_00000021
NGA_STU_00053707
Art History
Based on Performance
0.62
Accepted
2025-08-21T23:15:54.582896
Nigeria
NGA_REC_00000022
NGA_STU_00085305
Music Theory
Skill Gap
0.85
Declined
2025-09-02T23:15:54.582896
Nigeria
NGA_REC_00000023
NGA_STU_00028693
Advanced Mathematics
Based on Performance
0.51
Pending
2025-09-28T23:15:54.582896
Nigeria
NGA_REC_00000024
NGA_STU_00071932
Creative Writing
Career Path
0.63
Pending
2025-08-21T23:15:54.582896
Nigeria
NGA_REC_00000025
NGA_STU_00093016
Chemistry
Interest Match
0.95
Accepted
2025-08-31T23:15:54.582896
Nigeria
NGA_REC_00000026
NGA_STU_00025658
Economics
Based on Performance
0.85
Accepted
2025-09-10T23:15:54.582896
Nigeria
NGA_REC_00000027
NGA_STU_00084478
Economics
Based on Performance
0.99
Declined
2025-09-16T23:15:54.582896
Nigeria
NGA_REC_00000028
NGA_STU_00018431
Creative Writing
Interest Match
0.89
Accepted
2025-10-11T23:15:54.582896
Nigeria
NGA_REC_00000029
NGA_STU_00002747
Creative Writing
Career Path
0.75
Pending
2025-10-01T23:15:54.582896
Nigeria
NGA_REC_00000030
NGA_STU_00059150
Economics
Based on Performance
0.66
Accepted
2025-08-23T23:15:54.582896
Nigeria
NGA_REC_00000031
NGA_STU_00065725
Economics
Based on Performance
0.62
Declined
2025-09-16T23:15:54.582896
Nigeria
NGA_REC_00000032
NGA_STU_00084654
Computer Programming
Skill Gap
0.78
Accepted
2025-09-14T23:15:54.582896
Nigeria
NGA_REC_00000033
NGA_STU_00035773
Art History
Based on Performance
0.61
Accepted
2025-10-08T23:15:54.582896
Nigeria
NGA_REC_00000034
NGA_STU_00067435
Chemistry
Career Path
0.75
Pending
2025-09-30T23:15:54.582896
Nigeria
NGA_REC_00000035
NGA_STU_00056886
Creative Writing
Skill Gap
0.84
Declined
2025-09-30T23:15:54.582896
Nigeria
NGA_REC_00000036
NGA_STU_00066803
Computer Programming
Peer Success
0.94
Accepted
2025-09-01T23:15:54.582896
Nigeria
NGA_REC_00000037
NGA_STU_00031551
Physics
Career Path
0.94
Pending
2025-08-08T23:15:54.582896
Nigeria
NGA_REC_00000038
NGA_STU_00011394
Creative Writing
Career Path
0.54
Accepted
2025-08-04T23:15:54.582896
Nigeria
NGA_REC_00000039
NGA_STU_00069092
Creative Writing
Interest Match
0.84
Declined
2025-10-21T23:15:54.582896
Nigeria
NGA_REC_00000040
NGA_STU_00003890
Computer Programming
Based on Performance
0.7
Pending
2025-10-04T23:15:54.582896
Nigeria
NGA_REC_00000041
NGA_STU_00041606
Art History
Skill Gap
0.54
Declined
2025-10-09T23:15:54.582896
Nigeria
NGA_REC_00000042
NGA_STU_00096276
Economics
Based on Performance
0.82
Pending
2025-10-07T23:15:54.582896
Nigeria
NGA_REC_00000043
NGA_STU_00080038
Computer Programming
Career Path
0.56
Accepted
2025-08-07T23:15:54.582896
Nigeria
NGA_REC_00000044
NGA_STU_00087313
Music Theory
Peer Success
0.65
Pending
2025-10-14T23:15:54.582896
Nigeria
NGA_REC_00000045
NGA_STU_00010627
Computer Programming
Peer Success
0.74
Pending
2025-10-19T23:15:54.582896
Nigeria
NGA_REC_00000046
NGA_STU_00008792
Economics
Career Path
0.58
Declined
2025-10-04T23:15:54.582896
Nigeria
NGA_REC_00000047
NGA_STU_00073969
Creative Writing
Based on Performance
0.67
Pending
2025-08-16T23:15:54.582896
Nigeria
NGA_REC_00000048
NGA_STU_00043001
Advanced Mathematics
Based on Performance
0.65
Pending
2025-09-05T23:15:54.582896
Nigeria
NGA_REC_00000049
NGA_STU_00076552
Economics
Based on Performance
0.81
Accepted
2025-08-17T23:15:54.582896
Nigeria
NGA_REC_00000050
NGA_STU_00023897
Economics
Career Path
0.56
Accepted
2025-08-24T23:15:54.582896
Nigeria
NGA_REC_00000051
NGA_STU_00068148
Economics
Interest Match
0.99
Accepted
2025-10-20T23:15:54.582896
Nigeria
NGA_REC_00000052
NGA_STU_00023483
Advanced Mathematics
Career Path
0.5
Accepted
2025-07-30T23:15:54.582896
Nigeria
NGA_REC_00000053
NGA_STU_00048555
Computer Programming
Based on Performance
0.87
Accepted
2025-10-14T23:15:54.582896
Nigeria
NGA_REC_00000054
NGA_STU_00017159
Advanced Mathematics
Based on Performance
0.51
Pending
2025-10-11T23:15:54.582896
Nigeria
NGA_REC_00000055
NGA_STU_00080077
Physics
Based on Performance
0.62
Declined
2025-08-12T23:15:54.582896
Nigeria
NGA_REC_00000056
NGA_STU_00035920
Economics
Interest Match
0.71
Accepted
2025-09-09T23:15:54.582896
Nigeria
NGA_REC_00000057
NGA_STU_00092067
Advanced Mathematics
Interest Match
0.7
Accepted
2025-09-11T23:15:54.582896
Nigeria
NGA_REC_00000058
NGA_STU_00067121
Advanced Mathematics
Skill Gap
0.65
Pending
2025-08-27T23:15:54.582896
Nigeria
NGA_REC_00000059
NGA_STU_00069479
Creative Writing
Career Path
0.87
Pending
2025-09-29T23:15:54.582896
Nigeria
NGA_REC_00000060
NGA_STU_00089475
Art History
Peer Success
0.94
Accepted
2025-10-17T23:15:54.582896
Nigeria
NGA_REC_00000061
NGA_STU_00019457
Advanced Mathematics
Skill Gap
0.76
Accepted
2025-08-17T23:15:54.582896
Nigeria
NGA_REC_00000062
NGA_STU_00066557
Computer Programming
Skill Gap
0.8
Accepted
2025-09-01T23:15:54.582896
Nigeria
NGA_REC_00000063
NGA_STU_00077189
Music Theory
Based on Performance
0.69
Accepted
2025-09-23T23:15:54.582896
Nigeria
NGA_REC_00000064
NGA_STU_00078953
Creative Writing
Based on Performance
0.72
Declined
2025-08-03T23:15:54.582896
Nigeria
NGA_REC_00000065
NGA_STU_00052995
Music Theory
Skill Gap
0.94
Accepted
2025-10-20T23:15:54.582896
Nigeria
NGA_REC_00000066
NGA_STU_00040757
Advanced Mathematics
Career Path
0.64
Accepted
2025-09-30T23:15:54.582896
Nigeria
NGA_REC_00000067
NGA_STU_00009692
Music Theory
Based on Performance
0.55
Accepted
2025-10-13T23:15:54.582896
null
NGA_REC_00000068
NGA_STU_00045758
Economics
Based on Performance
0.7
Pending
2025-09-21T23:15:54.582896
Nigeria
NGA_REC_00000069
NGA_STU_00072409
Physics
Skill Gap
0.69
Accepted
2025-09-16T23:15:54.582896
Nigeria
NGA_REC_00000070
NGA_STU_00071211
Creative Writing
Interest Match
0.92
Pending
2025-09-02T23:15:54.582896
Nigeria
NGA_REC_00000071
NGA_STU_00065697
Art History
Based on Performance
0.63
Accepted
2025-10-14T23:15:54.582896
Nigeria
NGA_REC_00000072
NGA_STU_00037065
Creative Writing
Skill Gap
0.66
Declined
2025-08-06T23:15:54.582896
Nigeria
NGA_REC_00000073
NGA_STU_00092093
Creative Writing
Career Path
0.68
Pending
2025-09-18T23:15:54.582896
Nigeria
NGA_REC_00000074
NGA_STU_00099299
Advanced Mathematics
Interest Match
0.55
Pending
2025-10-16T23:15:54.582896
Nigeria
NGA_REC_00000075
NGA_STU_00032606
Art History
Peer Success
0.55
Accepted
2025-10-14T23:15:54.582896
Nigeria
NGA_REC_00000076
NGA_STU_00011534
Computer Programming
Interest Match
0.89
Accepted
2025-09-01T23:15:54.582896
Nigeria
NGA_REC_00000077
NGA_STU_00094663
Chemistry
Interest Match
0.66
Accepted
2025-09-10T23:15:54.582896
Nigeria
NGA_REC_00000078
NGA_STU_00040397
Art History
Career Path
0.92
Declined
2025-08-29T23:15:54.582896
Nigeria
NGA_REC_00000079
NGA_STU_00091387
Chemistry
Interest Match
0.56
Accepted
2025-10-12T23:15:54.582896
Nigeria
NGA_REC_00000080
NGA_STU_00001016
Chemistry
Interest Match
0.9
Declined
2025-09-13T23:15:54.582896
Nigeria
NGA_REC_00000081
NGA_STU_00089789
Advanced Mathematics
Based on Performance
0.75
Declined
2025-09-08T23:15:54.582896
Nigeria
NGA_REC_00000082
NGA_STU_00055591
Physics
Career Path
0.73
Accepted
2025-10-17T23:15:54.582896
Nigeria
NGA_REC_00000083
NGA_STU_00089812
Creative Writing
Based on Performance
0.95
Accepted
2025-10-10T23:15:54.582896
Nigeria
NGA_REC_00000084
NGA_STU_00023247
Creative Writing
Skill Gap
0.78
Accepted
2025-09-18T23:15:54.582896
Nigeria
NGA_REC_00000085
NGA_STU_00024300
Music Theory
Interest Match
0.86
Declined
2025-08-01T23:15:54.582896
Nigeria
NGA_REC_00000086
NGA_STU_00074065
Art History
Career Path
0.92
Pending
2025-08-28T23:15:54.582896
Nigeria
NGA_REC_00000087
NGA_STU_00082798
Computer Programming
Career Path
0.81
Accepted
2025-09-23T23:15:54.582896
Nigeria
NGA_REC_00000088
NGA_STU_00009268
Music Theory
Interest Match
0.63
Pending
2025-08-15T23:15:54.582896
Nigeria
NGA_REC_00000089
NGA_STU_00086807
Art History
Based on Performance
0.58
Accepted
2025-08-04T23:15:54.582896
Nigeria
NGA_REC_00000090
NGA_STU_00012185
Creative Writing
Interest Match
0.81
Accepted
2025-08-09T23:15:54.582896
Nigeria
NGA_REC_00000091
NGA_STU_00063704
Computer Programming
Interest Match
0.96
Accepted
2025-10-19T23:15:54.582896
Nigeria
NGA_REC_00000092
NGA_STU_00086779
Art History
null
0.9
Pending
2025-10-20T23:15:54.582896
Nigeria
NGA_REC_00000093
NGA_STU_00039099
Advanced Mathematics
Career Path
0.97
Accepted
2025-10-03T23:15:54.582896
Nigeria
NGA_REC_00000094
NGA_STU_00008571
Chemistry
Based on Performance
0.55
Accepted
2025-08-26T23:15:54.582896
Nigeria
NGA_REC_00000095
NGA_STU_00038044
Art History
Career Path
0.6
Accepted
2025-08-01T23:15:54.582896
Nigeria
NGA_REC_00000096
NGA_STU_00051214
Music Theory
Based on Performance
0.83
Accepted
2025-08-29T23:15:54.582896
Nigeria
NGA_REC_00000097
NGA_STU_00061228
Computer Programming
Based on Performance
0.53
Pending
2025-08-07T23:15:54.582896
Nigeria
NGA_REC_00000098
NGA_STU_00048984
Computer Programming
Interest Match
0.82
Accepted
2025-07-31T23:15:54.582896
Nigeria
NGA_REC_00000099
NGA_STU_00040774
Creative Writing
Peer Success
0.71
Accepted
2025-10-21T23:15:54.582896
Nigeria