Grade level
int64 5
12
| Subject
stringclasses 7
values | Course difficulty
stringclasses 3
values | Attendance
float64 0.82
1
| Hours studied
int64 0
16
| Assignment type
stringclasses 3
values | Confidence before assessment
int64 2
10
| Assignment_scores
int64 56
100
|
|---|---|---|---|---|---|---|---|
5
|
Drama
|
Regular
| 0.91
| 1
|
Test
| 3
| 82
|
5
|
Drama
|
Regular
| 1
| 3
|
Assignment
| 3
| 83
|
5
|
Drama
|
Regular
| 0.91
| 4
|
Test
| 5
| 85
|
5
|
Drama
|
Regular
| 0.93
| 7
|
Assignment
| 8
| 89
|
5
|
Drama
|
Regular
| 0.88
| 1
|
Assignment
| 3
| 75
|
5
|
Drama
|
Regular
| 0.86
| 4
|
Assignment
| 5
| 83
|
5
|
Drama
|
Regular
| 0.91
| 4
|
Assignment
| 5
| 82
|
5
|
Drama
|
Regular
| 0.97
| 5
|
Assignment
| 6
| 85
|
5
|
Elective
|
Regular
| 1
| 4
|
Test
| 5
| 86
|
5
|
Elective
|
Regular
| 0.96
| 1
|
Assignment
| 4
| 76
|
5
|
Elective
|
Regular
| 0.97
| 1
|
Assignment
| 4
| 79
|
5
|
Elective
|
Regular
| 0.99
| 3
|
Assignment
| 4
| 84
|
5
|
Elective
|
Regular
| 0.96
| 1
|
Assignment
| 3
| 75
|
5
|
Elective
|
Regular
| 0.92
| 0
|
Test
| 2
| 71
|
5
|
Elective
|
Regular
| 0.95
| 5
|
Assignment
| 6
| 82
|
5
|
Elective
|
Regular
| 0.97
| 5
|
Assignment
| 6
| 83
|
5
|
English
|
Regular
| 0.82
| 2
|
Assignment
| 5
| 72
|
5
|
English
|
Regular
| 0.92
| 4
|
Assignment
| 5
| 73
|
5
|
English
|
Regular
| 0.9
| 7
|
Assignment
| 7
| 83
|
5
|
English
|
Regular
| 1
| 3
|
Test
| 5
| 86
|
5
|
English
|
Regular
| 0.91
| 1
|
Assignment
| 4
| 72
|
5
|
English
|
Regular
| 0.94
| 4
|
Assignment
| 5
| 84
|
5
|
English
|
Regular
| 0.98
| 4
|
Assignment
| 4
| 83
|
5
|
English
|
Regular
| 0.89
| 2
|
Assignment
| 3
| 71
|
5
|
History
|
Regular
| 0.88
| 3
|
Assignment
| 2
| 79
|
5
|
History
|
Regular
| 0.93
| 5
|
Assignment
| 4
| 82
|
5
|
History
|
Regular
| 0.87
| 0
|
Assignment
| 4
| 67
|
5
|
History
|
Regular
| 0.92
| 5
|
Assignment
| 6
| 76
|
5
|
History
|
Regular
| 0.96
| 0
|
Test
| 3
| 62
|
5
|
History
|
Regular
| 0.9
| 3
|
Assignment
| 3
| 79
|
5
|
History
|
Regular
| 0.96
| 2
|
Assignment
| 4
| 76
|
5
|
History
|
Regular
| 0.9
| 6
|
Assignment
| 6
| 79
|
5
|
Math
|
Regular
| 0.89
| 4
|
Project
| 3
| 81
|
5
|
Math
|
Regular
| 0.97
| 4
|
Assignment
| 5
| 79
|
5
|
Math
|
Regular
| 0.87
| 4
|
Assignment
| 5
| 75
|
5
|
Math
|
Regular
| 0.99
| 1
|
Assignment
| 2
| 76
|
5
|
Math
|
Regular
| 0.9
| 3
|
Assignment
| 5
| 79
|
5
|
Math
|
Regular
| 0.93
| 2
|
Project
| 4
| 79
|
5
|
Math
|
Regular
| 0.96
| 3
|
Assignment
| 5
| 75
|
5
|
Math
|
Regular
| 0.96
| 5
|
Assignment
| 7
| 73
|
5
|
Science
|
Regular
| 0.84
| 0
|
Assignment
| 4
| 56
|
5
|
Science
|
Regular
| 0.96
| 2
|
Assignment
| 6
| 78
|
5
|
Science
|
Regular
| 0.9
| 0
|
Project
| 3
| 70
|
5
|
Science
|
Regular
| 0.87
| 5
|
Assignment
| 5
| 82
|
5
|
Science
|
Regular
| 0.92
| 5
|
Assignment
| 5
| 81
|
5
|
Science
|
Regular
| 0.93
| 5
|
Test
| 7
| 87
|
5
|
Science
|
Regular
| 0.97
| 4
|
Assignment
| 6
| 75
|
5
|
Science
|
Regular
| 1
| 5
|
Assignment
| 5
| 83
|
5
|
Tech
|
Regular
| 0.95
| 3
|
Test
| 4
| 82
|
5
|
Tech
|
Regular
| 0.88
| 5
|
Test
| 5
| 84
|
5
|
Tech
|
Regular
| 0.88
| 3
|
Assignment
| 4
| 82
|
5
|
Tech
|
Regular
| 0.95
| 3
|
Assignment
| 5
| 82
|
5
|
Tech
|
Regular
| 1
| 2
|
Test
| 3
| 80
|
5
|
Tech
|
Regular
| 0.92
| 2
|
Assignment
| 4
| 75
|
5
|
Tech
|
Regular
| 0.87
| 3
|
Assignment
| 3
| 73
|
5
|
Tech
|
Regular
| 0.99
| 1
|
Test
| 4
| 79
|
6
|
Drama
|
Regular
| 0.98
| 3
|
Project
| 5
| 81
|
6
|
Drama
|
Regular
| 0.85
| 5
|
Test
| 8
| 86
|
6
|
Drama
|
Regular
| 0.97
| 5
|
Test
| 5
| 87
|
6
|
Drama
|
Regular
| 0.95
| 7
|
Assignment
| 7
| 85
|
6
|
Drama
|
Regular
| 0.91
| 5
|
Project
| 5
| 81
|
6
|
Drama
|
Regular
| 0.95
| 5
|
Assignment
| 6
| 80
|
6
|
Drama
|
Regular
| 0.96
| 4
|
Assignment
| 4
| 85
|
6
|
Drama
|
Regular
| 0.94
| 4
|
Test
| 6
| 88
|
6
|
Elective
|
Regular
| 1
| 4
|
Assignment
| 5
| 84
|
6
|
Elective
|
Regular
| 0.91
| 6
|
Assignment
| 6
| 83
|
6
|
Elective
|
Regular
| 0.94
| 3
|
Assignment
| 5
| 78
|
6
|
Elective
|
Regular
| 1
| 5
|
Assignment
| 5
| 76
|
6
|
Elective
|
Regular
| 0.96
| 1
|
Project
| 5
| 77
|
6
|
Elective
|
Regular
| 0.92
| 1
|
Assignment
| 3
| 76
|
6
|
Elective
|
Regular
| 0.95
| 4
|
Assignment
| 5
| 82
|
6
|
Elective
|
Regular
| 0.97
| 1
|
Test
| 4
| 77
|
6
|
English
|
Regular
| 0.95
| 7
|
Test
| 7
| 91
|
6
|
English
|
Regular
| 0.91
| 3
|
Assignment
| 5
| 78
|
6
|
English
|
Regular
| 0.98
| 2
|
Assignment
| 2
| 82
|
6
|
English
|
Regular
| 0.94
| 5
|
Assignment
| 6
| 83
|
6
|
English
|
Regular
| 0.94
| 4
|
Assignment
| 6
| 84
|
6
|
English
|
Regular
| 0.92
| 1
|
Test
| 3
| 80
|
6
|
English
|
Regular
| 0.97
| 2
|
Assignment
| 3
| 80
|
6
|
English
|
Regular
| 0.89
| 2
|
Assignment
| 4
| 77
|
6
|
History
|
Regular
| 0.91
| 4
|
Test
| 6
| 82
|
6
|
History
|
Regular
| 0.96
| 3
|
Assignment
| 4
| 81
|
6
|
History
|
Regular
| 0.95
| 2
|
Assignment
| 3
| 82
|
6
|
History
|
Regular
| 0.92
| 4
|
Assignment
| 5
| 80
|
6
|
History
|
Regular
| 1
| 5
|
Assignment
| 5
| 82
|
6
|
History
|
Regular
| 0.94
| 3
|
Test
| 5
| 80
|
6
|
History
|
Regular
| 0.9
| 5
|
Assignment
| 5
| 86
|
6
|
History
|
Regular
| 0.95
| 6
|
Assignment
| 5
| 86
|
6
|
Math
|
Regular
| 0.95
| 4
|
Project
| 3
| 77
|
6
|
Math
|
Regular
| 0.95
| 2
|
Test
| 3
| 80
|
6
|
Math
|
Regular
| 0.91
| 3
|
Assignment
| 4
| 79
|
6
|
Math
|
Regular
| 0.97
| 5
|
Assignment
| 6
| 79
|
6
|
Math
|
Regular
| 0.95
| 3
|
Assignment
| 2
| 76
|
6
|
Math
|
Regular
| 0.92
| 3
|
Assignment
| 6
| 76
|
6
|
Math
|
Regular
| 0.9
| 6
|
Project
| 7
| 78
|
6
|
Math
|
Regular
| 0.98
| 4
|
Test
| 5
| 87
|
6
|
Science
|
Regular
| 0.95
| 4
|
Assignment
| 4
| 85
|
6
|
Science
|
Regular
| 0.95
| 4
|
Project
| 5
| 85
|
6
|
Science
|
Regular
| 0.94
| 4
|
Assignment
| 3
| 82
|
6
|
Science
|
Regular
| 0.91
| 4
|
Assignment
| 5
| 78
|
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