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_00000100
NGA_STU_00002568
Advanced Mathematics
Based on Performance
0.82
Accepted
2025-10-18T23:15:54.582896
Nigeria
NGA_REC_00000101
NGA_STU_00062592
Chemistry
Career Path
0.67
Pending
2025-08-22T23:15:54.582896
Nigeria
NGA_REC_00000102
NGA_STU_00067563
Advanced Mathematics
Based on Performance
0.56
Accepted
2025-08-19T23:15:54.582896
Nigeria
NGA_REC_00000103
NGA_STU_00002695
Chemistry
Career Path
0.72
Declined
2025-10-09T23:15:54.582896
Nigeria
NGA_REC_00000104
NGA_STU_00048190
Physics
Skill Gap
0.86
Pending
2025-10-02T23:15:54.582896
Nigeria
NGA_REC_00000105
NGA_STU_00005258
Advanced Mathematics
Skill Gap
0.62
Pending
2025-08-30T23:15:54.582896
Nigeria
NGA_REC_00000106
NGA_STU_00087538
Physics
Interest Match
0.96
Accepted
2025-09-06T23:15:54.582896
Nigeria
NGA_REC_00000107
NGA_STU_00039504
Chemistry
Based on Performance
0.67
Pending
2025-08-15T23:15:54.582896
Nigeria
NGA_REC_00000108
NGA_STU_00033159
Computer Programming
Career Path
0.69
Accepted
2025-09-21T23:15:54.582896
Nigeria
NGA_REC_00000109
NGA_STU_00013986
Economics
Skill Gap
0.63
Pending
2025-09-20T23:15:54.582896
Nigeria
NGA_REC_00000110
NGA_STU_00061858
Economics
Interest Match
0.94
Pending
2025-07-25T23:15:54.582896
null
NGA_REC_00000111
NGA_STU_00012666
Physics
Skill Gap
0.62
Accepted
2025-09-15T23:15:54.582896
Nigeria
NGA_REC_00000112
NGA_STU_00038660
Music Theory
Based on Performance
0.62
Declined
2025-09-13T23:15:54.582896
Nigeria
NGA_REC_00000113
NGA_STU_00003561
Music Theory
Interest Match
0.79
Pending
2025-08-31T23:15:54.582896
Nigeria
NGA_REC_00000114
NGA_STU_00026854
Chemistry
Career Path
0.85
Accepted
2025-07-31T23:15:54.582896
Nigeria
NGA_REC_00000115
NGA_STU_00064505
Chemistry
Career Path
0.58
Accepted
2025-09-04T23:15:54.582896
Nigeria
NGA_REC_00000116
NGA_STU_00052251
Music Theory
Based on Performance
0.57
Accepted
2025-07-26T23:15:54.582896
Nigeria
NGA_REC_00000117
NGA_STU_00022662
Economics
Based on Performance
0.51
Accepted
2025-08-11T23:15:54.582896
Nigeria
NGA_REC_00000118
NGA_STU_00008392
Physics
Interest Match
0.59
Declined
2025-08-24T23:15:54.582896
Nigeria
NGA_REC_00000119
NGA_STU_00030535
Art History
Interest Match
0.6
Declined
2025-09-14T23:15:54.582896
Nigeria
NGA_REC_00000120
NGA_STU_00078603
Advanced Mathematics
Career Path
0.78
Declined
2025-08-23T23:15:54.582896
Nigeria
NGA_REC_00000121
NGA_STU_00052256
Art History
Peer Success
0.7
Accepted
2025-10-09T23:15:54.582896
Nigeria
NGA_REC_00000122
NGA_STU_00089135
Economics
Based on Performance
0.85
Declined
2025-10-02T23:15:54.582896
Nigeria
NGA_REC_00000123
NGA_STU_00035222
Computer Programming
Interest Match
0.57
Declined
2025-08-07T23:15:54.582896
Nigeria
NGA_REC_00000124
NGA_STU_00077373
Economics
Interest Match
0.74
Declined
2025-09-21T23:15:54.582896
Nigeria
NGA_REC_00000125
NGA_STU_00079575
Chemistry
Based on Performance
0.9
Accepted
2025-09-02T23:15:54.582896
Nigeria
NGA_REC_00000126
NGA_STU_00096354
Advanced Mathematics
Based on Performance
0.56
Accepted
2025-08-05T23:15:54.582896
Nigeria
NGA_REC_00000127
NGA_STU_00084651
Chemistry
Based on Performance
0.8
Accepted
2025-09-22T23:15:54.582896
Nigeria
NGA_REC_00000128
NGA_STU_00063335
Chemistry
Based on Performance
0.64
Pending
2025-08-19T23:15:54.582896
Nigeria
NGA_REC_00000129
NGA_STU_00010965
Economics
Career Path
0.69
Accepted
2025-07-24T23:15:54.582896
Nigeria
NGA_REC_00000130
NGA_STU_00024538
Music Theory
Based on Performance
0.65
Accepted
2025-09-29T23:15:54.582896
Nigeria
NGA_REC_00000131
NGA_STU_00070592
Chemistry
Skill Gap
0.99
Declined
2025-09-11T23:15:54.582896
Nigeria
NGA_REC_00000132
NGA_STU_00098018
Advanced Mathematics
Peer Success
0.95
Accepted
2025-09-18T23:15:54.582896
Nigeria
NGA_REC_00000133
NGA_STU_00008110
Creative Writing
Career Path
0.6
Pending
2025-08-04T23:15:54.582896
Nigeria
NGA_REC_00000134
NGA_STU_00079309
Computer Programming
Interest Match
0.6
Accepted
2025-08-09T23:15:54.582896
Nigeria
NGA_REC_00000135
NGA_STU_00027266
Computer Programming
Skill Gap
0.7
Pending
2025-10-19T23:15:54.582896
Nigeria
NGA_REC_00000136
NGA_STU_00052992
Creative Writing
Based on Performance
0.78
Accepted
2025-09-05T23:15:54.582896
Nigeria
NGA_REC_00000137
NGA_STU_00082948
Chemistry
Interest Match
0.53
Accepted
2025-09-26T23:15:54.582896
Nigeria
NGA_REC_00000138
NGA_STU_00098806
Creative Writing
Skill Gap
0.99
Accepted
2025-09-24T23:15:54.582896
Nigeria
NGA_REC_00000139
NGA_STU_00006910
Art History
Interest Match
0.68
Accepted
2025-09-08T23:15:54.582896
Nigeria
NGA_REC_00000140
NGA_STU_00090982
Physics
Interest Match
0.64
Pending
2025-08-17T23:15:54.582896
Nigeria
NGA_REC_00000141
NGA_STU_00000206
Physics
Based on Performance
0.8
Accepted
2025-10-16T23:15:54.582896
Nigeria
NGA_REC_00000142
NGA_STU_00087054
Advanced Mathematics
Based on Performance
0.81
Accepted
2025-09-25T23:15:54.582896
Nigeria
NGA_REC_00000143
NGA_STU_00087897
Advanced Mathematics
Interest Match
0.65
Pending
2025-08-30T23:15:54.582896
Nigeria
NGA_REC_00000144
NGA_STU_00023419
Physics
Based on Performance
0.84
Accepted
2025-08-07T23:15:54.582896
Nigeria
NGA_REC_00000145
NGA_STU_00050636
Art History
Career Path
0.69
Accepted
2025-07-29T23:15:54.582896
Nigeria
NGA_REC_00000146
NGA_STU_00050015
Art History
Skill Gap
0.93
Accepted
2025-09-21T23:15:54.582896
Nigeria
NGA_REC_00000147
NGA_STU_00054268
Creative Writing
Peer Success
0.56
Declined
2025-08-03T23:15:54.582896
Nigeria
NGA_REC_00000148
NGA_STU_00087939
Economics
Career Path
0.69
Declined
2025-08-14T23:15:54.582896
null
NGA_REC_00000149
NGA_STU_00018141
Music Theory
Based on Performance
0.58
Declined
2025-10-20T23:15:54.582896
Nigeria
NGA_REC_00000150
NGA_STU_00080356
Economics
Peer Success
0.92
Accepted
2025-09-21T23:15:54.582896
Nigeria
NGA_REC_00000151
NGA_STU_00071910
Art History
Career Path
0.59
Pending
2025-09-18T23:15:54.582896
Nigeria
NGA_REC_00000152
NGA_STU_00056044
Economics
Based on Performance
0.69
Declined
2025-08-03T23:15:54.582896
Nigeria
NGA_REC_00000153
NGA_STU_00067214
Advanced Mathematics
Peer Success
0.55
Accepted
2025-09-09T23:15:54.582896
Nigeria
NGA_REC_00000154
NGA_STU_00033827
Music Theory
Skill Gap
0.88
Accepted
2025-09-03T23:15:54.582896
Nigeria
NGA_REC_00000155
NGA_STU_00055820
Creative Writing
Career Path
0.58
Accepted
2025-08-13T23:15:54.582896
Nigeria
NGA_REC_00000156
NGA_STU_00062623
Advanced Mathematics
Based on Performance
0.52
Accepted
2025-10-05T23:15:54.582896
Nigeria
NGA_REC_00000157
NGA_STU_00081734
Economics
Interest Match
0.59
Pending
2025-09-23T23:15:54.582896
Nigeria
NGA_REC_00000158
NGA_STU_00075450
Computer Programming
Interest Match
0.75
Accepted
2025-07-26T23:15:54.582896
Nigeria
NGA_REC_00000159
NGA_STU_00093426
Creative Writing
Based on Performance
0.57
Declined
2025-08-06T23:15:54.582896
Nigeria
NGA_REC_00000160
NGA_STU_00022299
Physics
Career Path
0.91
Declined
2025-08-11T23:15:54.582896
Nigeria
NGA_REC_00000161
NGA_STU_00043585
Physics
Based on Performance
0.76
Accepted
2025-09-26T23:15:54.582896
Nigeria
NGA_REC_00000162
NGA_STU_00064044
Art History
Skill Gap
0.73
Accepted
2025-09-15T23:15:54.582896
Nigeria
NGA_REC_00000163
NGA_STU_00042557
Music Theory
Based on Performance
0.53
Accepted
2025-08-07T23:15:54.582896
Nigeria
NGA_REC_00000164
NGA_STU_00049080
Advanced Mathematics
Peer Success
0.93
Accepted
2025-08-30T23:15:54.582896
Nigeria
NGA_REC_00000165
NGA_STU_00002693
Creative Writing
Based on Performance
0.86
Accepted
2025-09-21T23:15:54.582896
Nigeria
NGA_REC_00000166
NGA_STU_00095003
Chemistry
Based on Performance
0.74
Accepted
2025-08-09T23:15:54.582896
Nigeria
NGA_REC_00000167
NGA_STU_00095259
Music Theory
Career Path
0.79
Declined
2025-10-20T23:15:54.582896
Nigeria
NGA_REC_00000168
NGA_STU_00069163
Economics
Career Path
0.95
Pending
2025-10-10T23:15:54.582896
Nigeria
NGA_REC_00000169
NGA_STU_00025939
Physics
Based on Performance
0.85
Accepted
2025-10-05T23:15:54.582896
Nigeria
NGA_REC_00000170
NGA_STU_00048925
Physics
Skill Gap
0.7
Accepted
2025-08-15T23:15:54.582896
Nigeria
NGA_REC_00000171
NGA_STU_00042941
Creative Writing
Based on Performance
0.54
Pending
2025-08-10T23:15:54.582896
Nigeria
NGA_REC_00000172
NGA_STU_00021834
Creative Writing
Based on Performance
0.5
Accepted
2025-09-29T23:15:54.582896
Nigeria
NGA_REC_00000173
NGA_STU_00018047
Advanced Mathematics
Career Path
0.57
Accepted
2025-09-22T23:15:54.582896
Nigeria
NGA_REC_00000174
NGA_STU_00026105
Economics
Career Path
0.87
Pending
2025-09-14T23:15:54.582896
Nigeria
NGA_REC_00000175
NGA_STU_00075766
Economics
Based on Performance
0.9
Pending
2025-08-29T23:15:54.582896
Nigeria
NGA_REC_00000176
NGA_STU_00015707
Art History
null
0.67
Pending
2025-10-17T23:15:54.582896
Nigeria
NGA_REC_00000177
NGA_STU_00021976
Art History
Peer Success
0.89
Accepted
2025-08-07T23:15:54.582896
Nigeria
NGA_REC_00000178
NGA_STU_00044262
Chemistry
Interest Match
0.98
Declined
2025-08-11T23:15:54.582896
Nigeria
NGA_REC_00000179
NGA_STU_00023776
Economics
Based on Performance
0.77
Pending
2025-09-17T23:15:54.582896
Nigeria
NGA_REC_00000180
NGA_STU_00030080
Music Theory
Career Path
0.87
Pending
2025-09-27T23:15:54.582896
Nigeria
NGA_REC_00000181
NGA_STU_00066842
Physics
Interest Match
0.74
Accepted
2025-07-30T23:15:54.582896
Nigeria
NGA_REC_00000182
NGA_STU_00061373
Creative Writing
Based on Performance
0.56
Accepted
2025-09-04T23:15:54.582896
Nigeria
NGA_REC_00000183
NGA_STU_00006776
Economics
Career Path
0.92
Accepted
2025-08-10T23:15:54.582896
Nigeria
NGA_REC_00000184
NGA_STU_00092787
Physics
Based on Performance
0.53
Pending
2025-09-01T23:15:54.582896
Nigeria
NGA_REC_00000185
NGA_STU_00055016
Music Theory
Interest Match
0.51
Declined
2025-07-26T23:15:54.582896
Nigeria
NGA_REC_00000186
NGA_STU_00009474
Economics
Skill Gap
0.76
Accepted
2025-09-28T23:15:54.582896
Nigeria
NGA_REC_00000187
NGA_STU_00058053
Chemistry
Peer Success
0.65
Declined
2025-09-15T23:15:54.582896
Nigeria
NGA_REC_00000188
NGA_STU_00021959
Art History
Interest Match
0.58
Accepted
2025-08-01T23:15:54.582896
Nigeria
NGA_REC_00000189
NGA_STU_00005530
Economics
Skill Gap
0.75
Accepted
2025-07-27T23:15:54.582896
Nigeria
NGA_REC_00000190
NGA_STU_00094856
Art History
Skill Gap
0.96
Accepted
2025-09-10T23:15:54.582896
Nigeria
NGA_REC_00000191
NGA_STU_00003748
Music Theory
Based on Performance
0.59
Accepted
2025-07-29T23:15:54.582896
Nigeria
NGA_REC_00000192
NGA_STU_00097504
Computer Programming
Based on Performance
0.58
Pending
2025-08-12T23:15:54.582896
Nigeria
NGA_REC_00000193
NGA_STU_00098098
Computer Programming
Based on Performance
0.96
Accepted
2025-09-02T23:15:54.582896
Nigeria
NGA_REC_00000194
NGA_STU_00013545
Chemistry
Based on Performance
0.63
Accepted
2025-07-30T23:15:54.582896
Nigeria
NGA_REC_00000195
NGA_STU_00066199
Creative Writing
Based on Performance
0.86
Accepted
2025-09-23T23:15:54.582896
Nigeria
NGA_REC_00000196
NGA_STU_00034766
Computer Programming
Career Path
0.83
Accepted
2025-08-17T23:15:54.582896
Nigeria
NGA_REC_00000197
NGA_STU_00073530
Music Theory
Based on Performance
0.82
Declined
2025-09-10T23:15:54.582896
Nigeria
NGA_REC_00000198
NGA_STU_00093557
Music Theory
Based on Performance
0.87
Pending
2025-09-28T23:15:54.582896
Nigeria
NGA_REC_00000199
NGA_STU_00061087
Creative Writing
Peer Success
0.81
Accepted
2025-10-11T23:15:54.582896
Nigeria