student id
int64 10.2M
99.9M
| age
int64 15
18
| grade level
int64 9
12
| gender
stringclasses 2
values | gpa
float64 2
3.98
| homework average
stringclasses 4
values | quiz average
stringclasses 4
values | previous test scores
int64 50
100
| class type
stringclasses 8
values | class level
stringclasses 4
values | class participation
stringclasses 3
values | attendance rate
int64 10
20
| key words
stringclasses 56
values | quality points
int64 70
100
| next test score
int64 40
100
| subject category
stringclasses 4
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
12,236,701
| 15
| 9
|
F
| 2.49
|
A
|
D
| 52
|
U.S History
|
Honors
|
A
| 13
|
Late assignments, Excellent essays
| 89
| 42
|
Humanities
|
12,236,701
| 15
| 9
|
F
| 2.49
|
B
|
D
| 64
|
Chemistry
|
Regular
|
C
| 14
|
Focused, Strong problem solving
| 95
| 59
|
STEM
|
12,236,701
| 15
| 9
|
F
| 2.49
|
D
|
C
| 67
|
Algebra II
|
AP
|
A
| 15
|
Distracted, Focused
| 82
| 60
|
STEM
|
12,236,702
| 17
| 11
|
F
| 3.61
|
D
|
A
| 85
|
Economics
|
IB
|
C
| 19
|
Missing homework, Excellent essays
| 76
| 77
|
Humanities
|
12,236,702
| 17
| 11
|
F
| 3.61
|
A
|
B
| 99
|
Spanish II
|
IB
|
A
| 13
|
Distracted, Late assignments
| 78
| 100
|
Language
|
12,236,702
| 17
| 11
|
F
| 3.61
|
C
|
B
| 73
|
Algebra II
|
IB
|
A
| 20
|
Excellent essays, Missing homework
| 99
| 83
|
STEM
|
12,236,703
| 15
| 10
|
M
| 2.33
|
B
|
C
| 99
|
Art History
|
Honors
|
A
| 10
|
Missing homework, Late assignments
| 78
| 91
|
Arts
|
12,236,703
| 15
| 10
|
M
| 2.33
|
B
|
C
| 63
|
U.S History
|
Regular
|
B
| 20
|
Needs extra support, Distracted
| 78
| 57
|
Humanities
|
12,236,703
| 15
| 10
|
M
| 2.33
|
B
|
C
| 97
|
Chemistry
|
Regular
|
C
| 16
|
Missing homework, Distracted
| 74
| 100
|
STEM
|
12,236,704
| 18
| 9
|
M
| 3.72
|
D
|
A
| 74
|
U.S History
|
Regular
|
C
| 17
|
Excellent essays, Needs extra support
| 97
| 64
|
Humanities
|
12,236,704
| 18
| 9
|
M
| 3.72
|
A
|
C
| 99
|
Chemistry
|
IB
|
A
| 14
|
Strong problem solving, Distracted
| 84
| 89
|
STEM
|
12,236,704
| 18
| 9
|
M
| 3.72
|
C
|
B
| 82
|
Biology
|
Honors
|
C
| 14
|
Late assignments, Distracted
| 81
| 77
|
STEM
|
12,236,705
| 15
| 11
|
F
| 2.04
|
B
|
A
| 65
|
Chemistry
|
Honors
|
A
| 17
|
Distracted, Strong problem solving
| 87
| 59
|
STEM
|
12,236,705
| 15
| 11
|
F
| 2.04
|
B
|
D
| 85
|
Art History
|
AP
|
B
| 18
|
Strong problem solving, Distracted
| 99
| 92
|
Arts
|
12,236,705
| 15
| 11
|
F
| 2.04
|
B
|
C
| 75
|
U.S History
|
IB
|
B
| 18
|
Needs extra support, Focused
| 77
| 72
|
Humanities
|
12,236,706
| 15
| 11
|
M
| 3.18
|
A
|
A
| 95
|
World Literature
|
Honors
|
A
| 11
|
Focused, Strong problem solving
| 80
| 87
|
Humanities
|
12,236,706
| 15
| 11
|
M
| 3.18
|
B
|
C
| 92
|
Spanish II
|
Regular
|
A
| 18
|
Great collaborator, Missing homework
| 99
| 100
|
Language
|
12,236,706
| 15
| 11
|
M
| 3.18
|
D
|
B
| 100
|
Biology
|
Regular
|
B
| 13
|
Distracted, Focused
| 91
| 100
|
STEM
|
12,236,707
| 17
| 12
|
F
| 2.93
|
A
|
A
| 75
|
Algebra II
|
IB
|
A
| 13
|
Late assignments, Distracted
| 87
| 79
|
STEM
|
12,236,707
| 17
| 12
|
F
| 2.93
|
B
|
D
| 61
|
Chemistry
|
IB
|
B
| 13
|
Distracted, Late assignments
| 95
| 68
|
STEM
|
12,236,707
| 17
| 12
|
F
| 2.93
|
A
|
A
| 91
|
Art History
|
Honors
|
A
| 13
|
Great collaborator, Late assignments
| 85
| 96
|
Arts
|
12,236,708
| 16
| 12
|
M
| 2.33
|
D
|
C
| 77
|
Algebra II
|
Regular
|
A
| 13
|
Excellent essays, Distracted
| 100
| 68
|
STEM
|
12,236,708
| 16
| 12
|
M
| 2.33
|
A
|
C
| 53
|
World Literature
|
Honors
|
C
| 17
|
Great collaborator, Focused
| 100
| 59
|
Humanities
|
12,236,708
| 16
| 12
|
M
| 2.33
|
A
|
B
| 54
|
U.S History
|
Honors
|
C
| 13
|
Strong problem solving, Focused
| 100
| 62
|
Humanities
|
12,236,709
| 16
| 9
|
M
| 2.84
|
C
|
B
| 66
|
Chemistry
|
Regular
|
A
| 20
|
Excellent essays, Late assignments
| 80
| 58
|
STEM
|
12,236,709
| 16
| 9
|
M
| 2.84
|
A
|
D
| 89
|
U.S History
|
Honors
|
A
| 18
|
Late assignments, Excellent essays
| 78
| 83
|
Humanities
|
12,236,709
| 16
| 9
|
M
| 2.84
|
C
|
A
| 65
|
Biology
|
IB
|
B
| 12
|
Needs extra support, Strong problem solving
| 87
| 64
|
STEM
|
12,236,710
| 15
| 11
|
M
| 3.88
|
A
|
B
| 67
|
U.S History
|
IB
|
C
| 13
|
Missing homework, Distracted
| 91
| 77
|
Humanities
|
12,236,710
| 15
| 11
|
M
| 3.88
|
C
|
D
| 66
|
Economics
|
Honors
|
A
| 20
|
Strong problem solving, Needs extra support
| 78
| 57
|
Humanities
|
12,236,710
| 15
| 11
|
M
| 3.88
|
A
|
C
| 99
|
Algebra II
|
AP
|
C
| 14
|
Great collaborator, Missing homework
| 84
| 100
|
STEM
|
67,403,166
| 17
| 11
|
F
| 2.65
|
B
|
B
| 76
|
Spanish II
|
Regular
|
C
| 12
|
Excellent essays, Late assignments
| 87
| 66
|
Language
|
67,403,166
| 17
| 11
|
F
| 2.65
|
C
|
B
| 77
|
Spanish II
|
IB
|
B
| 17
|
Needs extra support, Missing homework
| 76
| 83
|
Language
|
67,403,166
| 17
| 11
|
F
| 2.65
|
B
|
A
| 68
|
Economics
|
IB
|
A
| 13
|
Excellent essays, Distracted
| 95
| 64
|
Humanities
|
67,403,166
| 17
| 11
|
F
| 2.65
|
A
|
A
| 65
|
U.S History
|
Regular
|
C
| 11
|
Needs extra support, Late assignments
| 98
| 75
|
Humanities
|
67,403,166
| 17
| 11
|
F
| 2.65
|
D
|
D
| 75
|
World Literature
|
AP
|
A
| 20
|
Focused, Strong problem solving
| 97
| 68
|
Humanities
|
67,403,166
| 17
| 11
|
F
| 2.65
|
B
|
B
| 94
|
Art History
|
Regular
|
A
| 18
|
Late assignments, Strong problem solving
| 73
| 98
|
Arts
|
67,403,166
| 17
| 11
|
F
| 2.65
|
D
|
C
| 98
|
U.S History
|
Regular
|
C
| 18
|
Strong problem solving, Needs extra support
| 99
| 100
|
Humanities
|
67,403,166
| 17
| 11
|
F
| 2.65
|
B
|
D
| 78
|
Economics
|
IB
|
A
| 20
|
Excellent essays, Strong problem solving
| 94
| 84
|
Humanities
|
67,403,166
| 17
| 11
|
F
| 2.65
|
B
|
C
| 78
|
Economics
|
Honors
|
C
| 14
|
Late assignments, Great collaborator
| 80
| 78
|
Humanities
|
67,403,166
| 17
| 11
|
F
| 2.65
|
B
|
B
| 64
|
Biology
|
Regular
|
C
| 12
|
Late assignments, Focused
| 83
| 67
|
STEM
|
85,283,645
| 17
| 12
|
F
| 2.12
|
D
|
A
| 98
|
Art History
|
Regular
|
B
| 10
|
Missing homework, Great collaborator
| 94
| 100
|
Arts
|
85,283,645
| 17
| 12
|
F
| 2.12
|
B
|
D
| 64
|
Art History
|
IB
|
B
| 17
|
Focused, Late assignments
| 80
| 66
|
Arts
|
85,283,645
| 17
| 12
|
F
| 2.12
|
D
|
B
| 89
|
U.S History
|
Honors
|
B
| 19
|
Focused, Needs extra support
| 90
| 92
|
Humanities
|
85,283,645
| 17
| 12
|
F
| 2.12
|
D
|
B
| 53
|
U.S History
|
IB
|
B
| 15
|
Late assignments, Needs extra support
| 80
| 53
|
Humanities
|
85,283,645
| 17
| 12
|
F
| 2.12
|
C
|
D
| 66
|
Art History
|
Honors
|
B
| 10
|
Focused, Great collaborator
| 77
| 76
|
Arts
|
85,283,645
| 17
| 12
|
F
| 2.12
|
A
|
A
| 65
|
Biology
|
AP
|
A
| 19
|
Great collaborator, Distracted
| 74
| 70
|
STEM
|
85,283,645
| 17
| 12
|
F
| 2.12
|
B
|
D
| 94
|
Biology
|
IB
|
B
| 12
|
Distracted, Strong problem solving
| 96
| 89
|
STEM
|
85,283,645
| 17
| 12
|
F
| 2.12
|
A
|
A
| 69
|
Spanish II
|
Regular
|
B
| 13
|
Distracted, Excellent essays
| 92
| 79
|
Language
|
85,283,645
| 17
| 12
|
F
| 2.12
|
A
|
C
| 93
|
World Literature
|
Honors
|
C
| 10
|
Missing homework, Excellent essays
| 83
| 94
|
Humanities
|
85,283,645
| 17
| 12
|
F
| 2.12
|
C
|
A
| 76
|
Biology
|
Regular
|
A
| 16
|
Missing homework, Needs extra support
| 98
| 80
|
STEM
|
11,297,845
| 16
| 12
|
M
| 3.47
|
D
|
D
| 77
|
Spanish II
|
IB
|
B
| 13
|
Distracted, Great collaborator
| 98
| 81
|
Language
|
11,297,845
| 16
| 12
|
M
| 3.47
|
D
|
D
| 71
|
World Literature
|
Honors
|
B
| 15
|
Great collaborator, Late assignments
| 76
| 72
|
Humanities
|
11,297,845
| 16
| 12
|
M
| 3.47
|
C
|
C
| 88
|
Spanish II
|
IB
|
C
| 10
|
Late assignments, Focused
| 77
| 91
|
Language
|
11,297,845
| 16
| 12
|
M
| 3.47
|
B
|
D
| 91
|
Economics
|
Regular
|
B
| 10
|
Distracted, Great collaborator
| 77
| 93
|
Humanities
|
11,297,845
| 16
| 12
|
M
| 3.47
|
C
|
C
| 80
|
World Literature
|
IB
|
B
| 18
|
Missing homework, Great collaborator
| 92
| 84
|
Humanities
|
11,297,845
| 16
| 12
|
M
| 3.47
|
C
|
C
| 64
|
Spanish II
|
Honors
|
C
| 13
|
Missing homework, Focused
| 93
| 71
|
Language
|
11,297,845
| 16
| 12
|
M
| 3.47
|
B
|
B
| 97
|
U.S History
|
Regular
|
B
| 19
|
Excellent essays, Focused
| 96
| 93
|
Humanities
|
11,297,845
| 16
| 12
|
M
| 3.47
|
B
|
C
| 61
|
Spanish II
|
IB
|
A
| 18
|
Great collaborator, Needs extra support
| 71
| 52
|
Language
|
11,297,845
| 16
| 12
|
M
| 3.47
|
B
|
D
| 56
|
Spanish II
|
Honors
|
C
| 14
|
Needs extra support, Late assignments
| 84
| 56
|
Language
|
11,297,845
| 16
| 12
|
M
| 3.47
|
A
|
C
| 80
|
U.S History
|
Honors
|
A
| 16
|
Needs extra support, Focused
| 88
| 90
|
Humanities
|
25,015,458
| 15
| 10
|
M
| 3.62
|
A
|
B
| 57
|
Spanish II
|
Regular
|
C
| 19
|
Late assignments, Strong problem solving
| 86
| 59
|
Language
|
25,015,458
| 15
| 10
|
M
| 3.62
|
D
|
C
| 87
|
Economics
|
Regular
|
B
| 19
|
Focused, Excellent essays
| 100
| 80
|
Humanities
|
25,015,458
| 15
| 10
|
M
| 3.62
|
B
|
C
| 92
|
World Literature
|
Honors
|
A
| 13
|
Great collaborator, Excellent essays
| 72
| 87
|
Humanities
|
25,015,458
| 15
| 10
|
M
| 3.62
|
D
|
D
| 94
|
Algebra II
|
Regular
|
B
| 10
|
Late assignments, Great collaborator
| 92
| 93
|
STEM
|
25,015,458
| 15
| 10
|
M
| 3.62
|
A
|
B
| 66
|
Economics
|
AP
|
B
| 11
|
Late assignments, Missing homework
| 74
| 64
|
Humanities
|
25,015,458
| 15
| 10
|
M
| 3.62
|
A
|
A
| 60
|
U.S History
|
IB
|
C
| 19
|
Excellent essays, Late assignments
| 73
| 64
|
Humanities
|
25,015,458
| 15
| 10
|
M
| 3.62
|
D
|
C
| 82
|
Spanish II
|
Regular
|
B
| 11
|
Focused, Late assignments
| 93
| 82
|
Language
|
25,015,458
| 15
| 10
|
M
| 3.62
|
A
|
A
| 64
|
Spanish II
|
Honors
|
C
| 14
|
Focused, Strong problem solving
| 94
| 59
|
Language
|
25,015,458
| 15
| 10
|
M
| 3.62
|
D
|
C
| 61
|
Economics
|
Regular
|
C
| 17
|
Distracted, Late assignments
| 81
| 64
|
Humanities
|
25,015,458
| 15
| 10
|
M
| 3.62
|
C
|
A
| 60
|
Chemistry
|
IB
|
B
| 17
|
Excellent essays, Missing homework
| 100
| 62
|
STEM
|
20,099,059
| 15
| 12
|
M
| 2.63
|
A
|
D
| 82
|
Chemistry
|
Honors
|
C
| 18
|
Needs extra support, Late assignments
| 71
| 78
|
STEM
|
20,099,059
| 15
| 12
|
M
| 2.63
|
D
|
D
| 98
|
Chemistry
|
Honors
|
A
| 14
|
Great collaborator, Needs extra support
| 84
| 100
|
STEM
|
20,099,059
| 15
| 12
|
M
| 2.63
|
A
|
B
| 95
|
Biology
|
AP
|
B
| 18
|
Focused, Excellent essays
| 83
| 87
|
STEM
|
20,099,059
| 15
| 12
|
M
| 2.63
|
A
|
D
| 57
|
World Literature
|
AP
|
B
| 14
|
Excellent essays, Late assignments
| 96
| 62
|
Humanities
|
20,099,059
| 15
| 12
|
M
| 2.63
|
B
|
D
| 85
|
Economics
|
AP
|
B
| 13
|
Great collaborator, Strong problem solving
| 72
| 83
|
Humanities
|
20,099,059
| 15
| 12
|
M
| 2.63
|
C
|
C
| 50
|
Art History
|
IB
|
C
| 14
|
Needs extra support, Strong problem solving
| 74
| 54
|
Arts
|
20,099,059
| 15
| 12
|
M
| 2.63
|
C
|
C
| 85
|
Economics
|
Regular
|
B
| 15
|
Late assignments, Missing homework
| 77
| 93
|
Humanities
|
20,099,059
| 15
| 12
|
M
| 2.63
|
B
|
D
| 52
|
Art History
|
IB
|
C
| 17
|
Strong problem solving, Late assignments
| 91
| 62
|
Arts
|
20,099,059
| 15
| 12
|
M
| 2.63
|
D
|
A
| 58
|
U.S History
|
IB
|
A
| 17
|
Distracted, Excellent essays
| 99
| 62
|
Humanities
|
20,099,059
| 15
| 12
|
M
| 2.63
|
B
|
D
| 91
|
Algebra II
|
AP
|
A
| 17
|
Excellent essays, Great collaborator
| 89
| 93
|
STEM
|
30,005,727
| 15
| 11
|
F
| 3.91
|
A
|
A
| 65
|
Economics
|
IB
|
A
| 11
|
Strong problem solving, Focused
| 94
| 75
|
Humanities
|
30,005,727
| 15
| 11
|
F
| 3.91
|
D
|
B
| 94
|
Biology
|
IB
|
A
| 10
|
Missing homework, Strong problem solving
| 71
| 93
|
STEM
|
30,005,727
| 15
| 11
|
F
| 3.91
|
C
|
D
| 59
|
Chemistry
|
AP
|
C
| 16
|
Great collaborator, Distracted
| 75
| 51
|
STEM
|
30,005,727
| 15
| 11
|
F
| 3.91
|
B
|
D
| 87
|
Art History
|
AP
|
A
| 17
|
Excellent essays, Late assignments
| 78
| 77
|
Arts
|
30,005,727
| 15
| 11
|
F
| 3.91
|
C
|
B
| 54
|
Economics
|
Regular
|
B
| 19
|
Excellent essays, Missing homework
| 100
| 57
|
Humanities
|
30,005,727
| 15
| 11
|
F
| 3.91
|
D
|
C
| 62
|
Spanish II
|
Regular
|
B
| 11
|
Late assignments, Needs extra support
| 88
| 63
|
Language
|
30,005,727
| 15
| 11
|
F
| 3.91
|
C
|
A
| 92
|
Spanish II
|
Regular
|
B
| 10
|
Focused, Excellent essays
| 93
| 97
|
Language
|
30,005,727
| 15
| 11
|
F
| 3.91
|
B
|
C
| 64
|
Spanish II
|
AP
|
C
| 14
|
Great collaborator, Missing homework
| 73
| 74
|
Language
|
30,005,727
| 15
| 11
|
F
| 3.91
|
C
|
D
| 52
|
Algebra II
|
IB
|
C
| 12
|
Distracted, Great collaborator
| 80
| 55
|
STEM
|
30,005,727
| 15
| 11
|
F
| 3.91
|
B
|
B
| 100
|
U.S History
|
IB
|
C
| 18
|
Excellent essays, Strong problem solving
| 75
| 98
|
Humanities
|
83,227,889
| 18
| 11
|
F
| 3.61
|
A
|
B
| 98
|
Economics
|
AP
|
C
| 20
|
Strong problem solving, Needs extra support
| 95
| 100
|
Humanities
|
83,227,889
| 18
| 11
|
F
| 3.61
|
A
|
D
| 50
|
Chemistry
|
IB
|
C
| 11
|
Needs extra support, Great collaborator
| 91
| 48
|
STEM
|
83,227,889
| 18
| 11
|
F
| 3.61
|
C
|
A
| 93
|
Art History
|
AP
|
B
| 10
|
Missing homework, Excellent essays
| 77
| 100
|
Arts
|
83,227,889
| 18
| 11
|
F
| 3.61
|
D
|
C
| 91
|
Biology
|
Regular
|
A
| 12
|
Focused, Needs extra support
| 79
| 96
|
STEM
|
83,227,889
| 18
| 11
|
F
| 3.61
|
A
|
B
| 84
|
Biology
|
AP
|
B
| 17
|
Missing homework, Needs extra support
| 100
| 91
|
STEM
|
83,227,889
| 18
| 11
|
F
| 3.61
|
B
|
D
| 91
|
Art History
|
Honors
|
B
| 19
|
Strong problem solving, Great collaborator
| 71
| 92
|
Arts
|
83,227,889
| 18
| 11
|
F
| 3.61
|
D
|
D
| 65
|
World Literature
|
IB
|
A
| 20
|
Missing homework, Excellent essays
| 98
| 75
|
Humanities
|
83,227,889
| 18
| 11
|
F
| 3.61
|
A
|
D
| 67
|
Chemistry
|
AP
|
A
| 17
|
Distracted, Missing homework
| 76
| 77
|
STEM
|
83,227,889
| 18
| 11
|
F
| 3.61
|
A
|
C
| 65
|
Algebra II
|
AP
|
C
| 13
|
Distracted, Strong problem solving
| 94
| 72
|
STEM
|
83,227,889
| 18
| 11
|
F
| 3.61
|
B
|
B
| 71
|
World Literature
|
AP
|
C
| 10
|
Excellent essays, Strong problem solving
| 74
| 65
|
Humanities
|
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