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
|
|---|---|---|---|---|---|---|---|
6
|
Science
|
Regular
| 0.98
| 5
|
Project
| 3
| 79
|
6
|
Science
|
Regular
| 1
| 8
|
Assignment
| 7
| 89
|
6
|
Science
|
Regular
| 0.94
| 4
|
Test
| 4
| 82
|
6
|
Science
|
Regular
| 0.9
| 5
|
Test
| 6
| 83
|
6
|
Tech
|
Regular
| 0.95
| 6
|
Assignment
| 6
| 83
|
6
|
Tech
|
Regular
| 0.91
| 6
|
Assignment
| 6
| 76
|
6
|
Tech
|
Regular
| 0.98
| 5
|
Assignment
| 6
| 81
|
6
|
Tech
|
Regular
| 0.96
| 5
|
Assignment
| 6
| 81
|
6
|
Tech
|
Regular
| 0.9
| 7
|
Assignment
| 8
| 77
|
6
|
Tech
|
Regular
| 0.95
| 2
|
Project
| 5
| 76
|
6
|
Tech
|
Regular
| 0.96
| 3
|
Assignment
| 6
| 76
|
6
|
Tech
|
Regular
| 0.92
| 7
|
Assignment
| 9
| 86
|
7
|
Drama
|
Regular
| 0.9
| 3
|
Test
| 4
| 83
|
7
|
Drama
|
Regular
| 0.94
| 5
|
Assignment
| 5
| 84
|
7
|
Drama
|
Regular
| 0.9
| 3
|
Assignment
| 4
| 81
|
7
|
Drama
|
Regular
| 0.94
| 6
|
Assignment
| 6
| 87
|
7
|
Drama
|
Regular
| 0.94
| 3
|
Assignment
| 4
| 83
|
7
|
Drama
|
Regular
| 0.84
| 4
|
Test
| 4
| 90
|
7
|
Drama
|
Regular
| 0.92
| 6
|
Assignment
| 5
| 84
|
7
|
Drama
|
Regular
| 0.92
| 3
|
Test
| 5
| 81
|
7
|
Elective
|
Regular
| 0.88
| 6
|
Assignment
| 6
| 78
|
7
|
Elective
|
Regular
| 0.94
| 2
|
Assignment
| 3
| 77
|
7
|
Elective
|
Regular
| 0.91
| 2
|
Assignment
| 3
| 76
|
7
|
Elective
|
Regular
| 0.88
| 7
|
Project
| 7
| 81
|
7
|
Elective
|
Regular
| 0.9
| 6
|
Test
| 5
| 86
|
7
|
Elective
|
Regular
| 0.91
| 4
|
Test
| 6
| 80
|
7
|
Elective
|
Regular
| 0.97
| 3
|
Assignment
| 3
| 77
|
7
|
Elective
|
Regular
| 0.96
| 2
|
Assignment
| 5
| 76
|
7
|
English
|
Regular
| 0.93
| 9
|
Test
| 7
| 94
|
7
|
English
|
Regular
| 0.96
| 6
|
Assignment
| 7
| 79
|
7
|
English
|
Regular
| 0.97
| 5
|
Assignment
| 6
| 80
|
7
|
English
|
Regular
| 0.94
| 5
|
Assignment
| 6
| 82
|
7
|
English
|
Regular
| 0.98
| 4
|
Project
| 4
| 79
|
7
|
English
|
Regular
| 0.89
| 5
|
Assignment
| 5
| 83
|
7
|
English
|
Regular
| 0.95
| 5
|
Project
| 6
| 82
|
7
|
English
|
Regular
| 0.89
| 6
|
Project
| 5
| 83
|
7
|
History
|
Regular
| 0.95
| 4
|
Test
| 7
| 90
|
7
|
History
|
Regular
| 0.89
| 6
|
Test
| 6
| 91
|
7
|
History
|
Regular
| 0.87
| 3
|
Assignment
| 3
| 78
|
7
|
History
|
Regular
| 0.92
| 4
|
Project
| 6
| 77
|
7
|
History
|
Regular
| 0.94
| 5
|
Assignment
| 6
| 79
|
7
|
History
|
Regular
| 0.93
| 6
|
Test
| 6
| 88
|
7
|
History
|
Regular
| 0.92
| 3
|
Project
| 5
| 79
|
7
|
History
|
Regular
| 0.9
| 6
|
Test
| 5
| 85
|
7
|
Math
|
Regular
| 0.96
| 4
|
Project
| 4
| 87
|
7
|
Math
|
Regular
| 1
| 6
|
Assignment
| 5
| 79
|
7
|
Math
|
Regular
| 1
| 3
|
Project
| 5
| 80
|
7
|
Math
|
Regular
| 0.91
| 6
|
Assignment
| 7
| 80
|
7
|
Math
|
Regular
| 0.95
| 6
|
Test
| 7
| 86
|
7
|
Math
|
Regular
| 0.89
| 3
|
Assignment
| 6
| 74
|
7
|
Math
|
Regular
| 0.9
| 6
|
Assignment
| 5
| 86
|
7
|
Math
|
Regular
| 0.91
| 5
|
Test
| 4
| 82
|
7
|
Science
|
Regular
| 0.88
| 8
|
Assignment
| 5
| 85
|
7
|
Science
|
Regular
| 0.99
| 6
|
Test
| 6
| 87
|
7
|
Science
|
Regular
| 0.93
| 4
|
Test
| 3
| 77
|
7
|
Science
|
Regular
| 1
| 6
|
Assignment
| 6
| 84
|
7
|
Science
|
Regular
| 0.91
| 7
|
Test
| 7
| 87
|
7
|
Science
|
Regular
| 0.9
| 4
|
Project
| 5
| 79
|
7
|
Science
|
Regular
| 0.95
| 7
|
Assignment
| 7
| 81
|
7
|
Science
|
Regular
| 0.94
| 7
|
Assignment
| 8
| 87
|
7
|
Tech
|
Regular
| 0.93
| 6
|
Assignment
| 7
| 77
|
7
|
Tech
|
Regular
| 1
| 8
|
Assignment
| 9
| 87
|
7
|
Tech
|
Regular
| 0.93
| 6
|
Project
| 7
| 83
|
7
|
Tech
|
Regular
| 0.93
| 7
|
Test
| 6
| 89
|
7
|
Tech
|
Regular
| 0.97
| 3
|
Assignment
| 5
| 79
|
7
|
Tech
|
Regular
| 0.96
| 5
|
Assignment
| 6
| 81
|
7
|
Tech
|
Regular
| 0.99
| 4
|
Assignment
| 4
| 82
|
7
|
Tech
|
Regular
| 0.92
| 7
|
Assignment
| 5
| 80
|
8
|
Drama
|
Regular
| 0.91
| 7
|
Project
| 7
| 84
|
8
|
Drama
|
Regular
| 1
| 7
|
Assignment
| 6
| 84
|
8
|
Drama
|
Regular
| 0.93
| 6
|
Test
| 6
| 84
|
8
|
Drama
|
Regular
| 0.88
| 9
|
Assignment
| 6
| 87
|
8
|
Drama
|
Regular
| 0.93
| 8
|
Assignment
| 8
| 83
|
8
|
Drama
|
Regular
| 0.97
| 8
|
Assignment
| 6
| 92
|
8
|
Drama
|
Regular
| 0.92
| 7
|
Assignment
| 8
| 90
|
8
|
Drama
|
Regular
| 0.88
| 6
|
Assignment
| 4
| 85
|
8
|
Elective
|
Regular
| 0.96
| 6
|
Assignment
| 5
| 81
|
8
|
Elective
|
Regular
| 0.95
| 5
|
Assignment
| 6
| 82
|
8
|
Elective
|
Regular
| 0.91
| 4
|
Project
| 5
| 80
|
8
|
Elective
|
Regular
| 0.94
| 7
|
Assignment
| 6
| 81
|
8
|
Elective
|
Regular
| 0.94
| 8
|
Assignment
| 6
| 79
|
8
|
Elective
|
Regular
| 0.98
| 6
|
Test
| 6
| 89
|
8
|
Elective
|
Regular
| 0.94
| 5
|
Assignment
| 4
| 84
|
8
|
Elective
|
Regular
| 0.89
| 9
|
Test
| 7
| 87
|
8
|
English
|
Regular
| 0.93
| 6
|
Assignment
| 5
| 83
|
8
|
English
|
Regular
| 0.92
| 7
|
Test
| 6
| 90
|
8
|
English
|
Regular
| 0.94
| 6
|
Assignment
| 7
| 83
|
8
|
English
|
Regular
| 0.91
| 7
|
Assignment
| 6
| 82
|
8
|
English
|
Regular
| 0.97
| 6
|
Assignment
| 4
| 72
|
8
|
English
|
Regular
| 0.87
| 6
|
Project
| 5
| 81
|
8
|
English
|
Regular
| 0.92
| 6
|
Test
| 6
| 87
|
8
|
English
|
Regular
| 0.96
| 5
|
Test
| 6
| 87
|
8
|
History
|
Regular
| 0.91
| 5
|
Assignment
| 7
| 76
|
8
|
History
|
Regular
| 0.99
| 8
|
Assignment
| 9
| 86
|
8
|
History
|
Regular
| 0.86
| 8
|
Test
| 6
| 88
|
8
|
History
|
Regular
| 0.91
| 7
|
Test
| 7
| 89
|
8
|
History
|
Regular
| 0.99
| 7
|
Test
| 7
| 89
|
8
|
History
|
Regular
| 0.84
| 2
|
Assignment
| 4
| 70
|
8
|
History
|
Regular
| 0.98
| 9
|
Assignment
| 7
| 84
|
8
|
History
|
Regular
| 0.97
| 7
|
Test
| 8
| 86
|
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