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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
15,354,599
| 18
| 12
|
F
| 3.65
|
D
|
C
| 59
|
World Literature
|
IB
|
A
| 11
|
Focused, Strong problem solving
| 91
| 62
|
Humanities
|
15,354,599
| 18
| 12
|
F
| 3.65
|
B
|
B
| 54
|
Algebra II
|
Honors
|
C
| 10
|
Needs extra support, Excellent essays
| 91
| 45
|
STEM
|
15,354,599
| 18
| 12
|
F
| 3.65
|
A
|
D
| 78
|
World Literature
|
AP
|
C
| 13
|
Focused, Distracted
| 86
| 77
|
Humanities
|
15,354,599
| 18
| 12
|
F
| 3.65
|
C
|
C
| 65
|
World Literature
|
IB
|
A
| 20
|
Late assignments, Needs extra support
| 79
| 63
|
Humanities
|
15,354,599
| 18
| 12
|
F
| 3.65
|
B
|
D
| 85
|
Algebra II
|
Regular
|
A
| 15
|
Strong problem solving, Needs extra support
| 86
| 85
|
STEM
|
15,354,599
| 18
| 12
|
F
| 3.65
|
D
|
B
| 69
|
Art History
|
Regular
|
A
| 18
|
Needs extra support, Distracted
| 97
| 66
|
Arts
|
15,354,599
| 18
| 12
|
F
| 3.65
|
B
|
D
| 53
|
Spanish II
|
Regular
|
B
| 18
|
Great collaborator, Late assignments
| 77
| 51
|
Language
|
15,354,599
| 18
| 12
|
F
| 3.65
|
C
|
A
| 78
|
World Literature
|
IB
|
A
| 18
|
Late assignments, Focused
| 78
| 80
|
Humanities
|
15,354,599
| 18
| 12
|
F
| 3.65
|
A
|
B
| 98
|
Algebra II
|
AP
|
B
| 13
|
Missing homework, Great collaborator
| 100
| 88
|
STEM
|
15,354,599
| 18
| 12
|
F
| 3.65
|
B
|
A
| 97
|
World Literature
|
Regular
|
A
| 19
|
Late assignments, Needs extra support
| 99
| 94
|
Humanities
|
58,024,342
| 17
| 11
|
F
| 2.93
|
C
|
C
| 73
|
Chemistry
|
Regular
|
B
| 11
|
Needs extra support, Strong problem solving
| 96
| 73
|
STEM
|
58,024,342
| 17
| 11
|
F
| 2.93
|
C
|
C
| 76
|
World Literature
|
Honors
|
C
| 13
|
Great collaborator, Focused
| 78
| 83
|
Humanities
|
58,024,342
| 17
| 11
|
F
| 2.93
|
C
|
B
| 62
|
Art History
|
IB
|
A
| 16
|
Late assignments, Needs extra support
| 87
| 72
|
Arts
|
58,024,342
| 17
| 11
|
F
| 2.93
|
C
|
D
| 96
|
Chemistry
|
Regular
|
B
| 12
|
Missing homework, Distracted
| 74
| 100
|
STEM
|
58,024,342
| 17
| 11
|
F
| 2.93
|
B
|
A
| 83
|
Economics
|
Honors
|
A
| 20
|
Focused, Strong problem solving
| 70
| 86
|
Humanities
|
58,024,342
| 17
| 11
|
F
| 2.93
|
B
|
A
| 95
|
U.S History
|
AP
|
A
| 13
|
Needs extra support, Great collaborator
| 71
| 100
|
Humanities
|
58,024,342
| 17
| 11
|
F
| 2.93
|
D
|
A
| 50
|
Economics
|
Regular
|
A
| 10
|
Excellent essays, Needs extra support
| 79
| 40
|
Humanities
|
58,024,342
| 17
| 11
|
F
| 2.93
|
B
|
A
| 56
|
Art History
|
AP
|
A
| 13
|
Excellent essays, Strong problem solving
| 81
| 54
|
Arts
|
58,024,342
| 17
| 11
|
F
| 2.93
|
A
|
C
| 75
|
Art History
|
Regular
|
C
| 13
|
Late assignments, Great collaborator
| 91
| 67
|
Arts
|
58,024,342
| 17
| 11
|
F
| 2.93
|
A
|
D
| 74
|
Algebra II
|
Regular
|
C
| 17
|
Focused, Missing homework
| 70
| 69
|
STEM
|
38,195,995
| 15
| 12
|
F
| 3.29
|
A
|
A
| 64
|
Chemistry
|
AP
|
C
| 19
|
Needs extra support, Great collaborator
| 71
| 56
|
STEM
|
38,195,995
| 15
| 12
|
F
| 3.29
|
A
|
B
| 70
|
Spanish II
|
Honors
|
A
| 19
|
Great collaborator, Strong problem solving
| 96
| 72
|
Language
|
38,195,995
| 15
| 12
|
F
| 3.29
|
C
|
B
| 86
|
Biology
|
AP
|
C
| 16
|
Missing homework, Late assignments
| 94
| 80
|
STEM
|
38,195,995
| 15
| 12
|
F
| 3.29
|
C
|
A
| 56
|
Biology
|
Regular
|
A
| 11
|
Missing homework, Excellent essays
| 94
| 65
|
STEM
|
38,195,995
| 15
| 12
|
F
| 3.29
|
C
|
A
| 90
|
Art History
|
IB
|
B
| 17
|
Late assignments, Great collaborator
| 87
| 92
|
Arts
|
38,195,995
| 15
| 12
|
F
| 3.29
|
B
|
D
| 55
|
Art History
|
IB
|
A
| 11
|
Distracted, Great collaborator
| 74
| 57
|
Arts
|
38,195,995
| 15
| 12
|
F
| 3.29
|
D
|
C
| 73
|
U.S History
|
Honors
|
A
| 10
|
Excellent essays, Late assignments
| 81
| 71
|
Humanities
|
38,195,995
| 15
| 12
|
F
| 3.29
|
B
|
A
| 61
|
Biology
|
Regular
|
B
| 18
|
Strong problem solving, Focused
| 70
| 53
|
STEM
|
38,195,995
| 15
| 12
|
F
| 3.29
|
A
|
C
| 74
|
Chemistry
|
Honors
|
B
| 16
|
Strong problem solving, Needs extra support
| 72
| 81
|
STEM
|
38,195,995
| 15
| 12
|
F
| 3.29
|
B
|
D
| 60
|
World Literature
|
AP
|
B
| 14
|
Excellent essays, Late assignments
| 74
| 52
|
Humanities
|
43,491,314
| 16
| 12
|
F
| 2.84
|
A
|
C
| 66
|
Economics
|
AP
|
C
| 20
|
Needs extra support, Excellent essays
| 89
| 62
|
Humanities
|
43,491,314
| 16
| 12
|
F
| 2.84
|
A
|
B
| 69
|
Economics
|
Honors
|
B
| 15
|
Strong problem solving, Needs extra support
| 97
| 69
|
Humanities
|
43,491,314
| 16
| 12
|
F
| 2.84
|
C
|
D
| 91
|
Economics
|
AP
|
B
| 15
|
Late assignments, Needs extra support
| 80
| 86
|
Humanities
|
43,491,314
| 16
| 12
|
F
| 2.84
|
C
|
C
| 97
|
Art History
|
Regular
|
C
| 13
|
Missing homework, Late assignments
| 78
| 99
|
Arts
|
43,491,314
| 16
| 12
|
F
| 2.84
|
A
|
B
| 87
|
Chemistry
|
AP
|
C
| 18
|
Focused, Missing homework
| 84
| 83
|
STEM
|
43,491,314
| 16
| 12
|
F
| 2.84
|
C
|
A
| 100
|
Economics
|
Regular
|
C
| 17
|
Great collaborator, Missing homework
| 79
| 97
|
Humanities
|
43,491,314
| 16
| 12
|
F
| 2.84
|
B
|
D
| 100
|
Spanish II
|
Regular
|
A
| 17
|
Needs extra support, Excellent essays
| 82
| 100
|
Language
|
43,491,314
| 16
| 12
|
F
| 2.84
|
A
|
C
| 94
|
Art History
|
Honors
|
A
| 13
|
Missing homework, Distracted
| 90
| 100
|
Arts
|
43,491,314
| 16
| 12
|
F
| 2.84
|
D
|
C
| 100
|
Algebra II
|
Regular
|
A
| 10
|
Distracted, Great collaborator
| 77
| 100
|
STEM
|
43,491,314
| 16
| 12
|
F
| 2.84
|
D
|
C
| 75
|
World Literature
|
Regular
|
C
| 19
|
Great collaborator, Needs extra support
| 70
| 80
|
Humanities
|
99,514,287
| 15
| 11
|
F
| 3.84
|
A
|
B
| 72
|
Biology
|
IB
|
B
| 17
|
Late assignments, Excellent essays
| 85
| 73
|
STEM
|
99,514,287
| 15
| 11
|
F
| 3.84
|
A
|
D
| 96
|
Economics
|
Regular
|
B
| 11
|
Excellent essays, Focused
| 95
| 89
|
Humanities
|
99,514,287
| 15
| 11
|
F
| 3.84
|
C
|
A
| 93
|
Algebra II
|
AP
|
C
| 13
|
Great collaborator, Excellent essays
| 75
| 93
|
STEM
|
99,514,287
| 15
| 11
|
F
| 3.84
|
D
|
B
| 75
|
Art History
|
AP
|
A
| 20
|
Strong problem solving, Late assignments
| 70
| 84
|
Arts
|
99,514,287
| 15
| 11
|
F
| 3.84
|
D
|
D
| 74
|
World Literature
|
Honors
|
C
| 13
|
Late assignments, Great collaborator
| 94
| 66
|
Humanities
|
99,514,287
| 15
| 11
|
F
| 3.84
|
B
|
C
| 70
|
Biology
|
AP
|
B
| 11
|
Excellent essays, Missing homework
| 97
| 75
|
STEM
|
99,514,287
| 15
| 11
|
F
| 3.84
|
D
|
D
| 87
|
Chemistry
|
Honors
|
B
| 15
|
Needs extra support, Excellent essays
| 75
| 86
|
STEM
|
99,514,287
| 15
| 11
|
F
| 3.84
|
B
|
C
| 57
|
Biology
|
AP
|
B
| 11
|
Great collaborator, Needs extra support
| 92
| 51
|
STEM
|
99,514,287
| 15
| 11
|
F
| 3.84
|
D
|
B
| 86
|
Art History
|
Regular
|
B
| 12
|
Needs extra support, Missing homework
| 87
| 96
|
Arts
|
99,514,287
| 15
| 11
|
F
| 3.84
|
B
|
D
| 68
|
U.S History
|
AP
|
A
| 15
|
Needs extra support, Excellent essays
| 71
| 69
|
Humanities
|
23,796,726
| 15
| 12
|
M
| 2.39
|
D
|
D
| 93
|
Art History
|
Regular
|
B
| 17
|
Needs extra support, Distracted
| 72
| 100
|
Arts
|
23,796,726
| 15
| 12
|
M
| 2.39
|
B
|
C
| 52
|
Algebra II
|
IB
|
A
| 18
|
Excellent essays, Distracted
| 94
| 56
|
STEM
|
23,796,726
| 15
| 12
|
M
| 2.39
|
A
|
A
| 67
|
Economics
|
IB
|
C
| 10
|
Needs extra support, Excellent essays
| 76
| 70
|
Humanities
|
23,796,726
| 15
| 12
|
M
| 2.39
|
B
|
C
| 52
|
Biology
|
Regular
|
B
| 15
|
Distracted, Late assignments
| 97
| 45
|
STEM
|
23,796,726
| 15
| 12
|
M
| 2.39
|
B
|
C
| 95
|
World Literature
|
Regular
|
A
| 19
|
Great collaborator, Strong problem solving
| 76
| 91
|
Humanities
|
23,796,726
| 15
| 12
|
M
| 2.39
|
C
|
C
| 88
|
Algebra II
|
AP
|
B
| 14
|
Excellent essays, Needs extra support
| 78
| 94
|
STEM
|
23,796,726
| 15
| 12
|
M
| 2.39
|
B
|
D
| 53
|
Biology
|
IB
|
C
| 12
|
Great collaborator, Distracted
| 74
| 53
|
STEM
|
23,796,726
| 15
| 12
|
M
| 2.39
|
D
|
D
| 59
|
World Literature
|
IB
|
C
| 16
|
Strong problem solving, Late assignments
| 72
| 69
|
Humanities
|
23,796,726
| 15
| 12
|
M
| 2.39
|
D
|
C
| 94
|
Biology
|
IB
|
B
| 17
|
Missing homework, Excellent essays
| 70
| 86
|
STEM
|
23,796,726
| 15
| 12
|
M
| 2.39
|
C
|
A
| 100
|
Economics
|
Regular
|
A
| 16
|
Late assignments, Needs extra support
| 78
| 100
|
Humanities
|
57,469,942
| 17
| 11
|
M
| 3.13
|
C
|
A
| 52
|
Economics
|
Honors
|
C
| 17
|
Focused, Needs extra support
| 99
| 47
|
Humanities
|
57,469,942
| 17
| 11
|
M
| 3.13
|
D
|
A
| 77
|
Economics
|
AP
|
C
| 12
|
Excellent essays, Distracted
| 97
| 75
|
Humanities
|
57,469,942
| 17
| 11
|
M
| 3.13
|
C
|
C
| 55
|
Biology
|
IB
|
C
| 20
|
Great collaborator, Focused
| 82
| 65
|
STEM
|
57,469,942
| 17
| 11
|
M
| 3.13
|
B
|
D
| 91
|
Spanish II
|
Honors
|
C
| 11
|
Focused, Distracted
| 85
| 83
|
Language
|
57,469,942
| 17
| 11
|
M
| 3.13
|
B
|
D
| 50
|
U.S History
|
Honors
|
C
| 15
|
Distracted, Strong problem solving
| 83
| 44
|
Humanities
|
57,469,942
| 17
| 11
|
M
| 3.13
|
A
|
B
| 74
|
Economics
|
Honors
|
C
| 11
|
Distracted, Great collaborator
| 81
| 73
|
Humanities
|
57,469,942
| 17
| 11
|
M
| 3.13
|
D
|
B
| 91
|
U.S History
|
AP
|
A
| 18
|
Focused, Excellent essays
| 90
| 86
|
Humanities
|
57,469,942
| 17
| 11
|
M
| 3.13
|
C
|
B
| 90
|
Economics
|
AP
|
B
| 19
|
Needs extra support, Strong problem solving
| 76
| 82
|
Humanities
|
57,469,942
| 17
| 11
|
M
| 3.13
|
B
|
A
| 87
|
Biology
|
Regular
|
B
| 16
|
Missing homework, Strong problem solving
| 74
| 84
|
STEM
|
57,469,942
| 17
| 11
|
M
| 3.13
|
A
|
B
| 85
|
Spanish II
|
IB
|
C
| 10
|
Excellent essays, Distracted
| 86
| 94
|
Language
|
85,146,293
| 16
| 12
|
F
| 3.29
|
D
|
D
| 57
|
World Literature
|
AP
|
B
| 20
|
Distracted, Excellent essays
| 98
| 47
|
Humanities
|
85,146,293
| 16
| 12
|
F
| 3.29
|
C
|
B
| 74
|
Chemistry
|
Regular
|
B
| 18
|
Great collaborator, Strong problem solving
| 85
| 66
|
STEM
|
85,146,293
| 16
| 12
|
F
| 3.29
|
A
|
A
| 66
|
Algebra II
|
AP
|
A
| 10
|
Strong problem solving, Excellent essays
| 79
| 76
|
STEM
|
85,146,293
| 16
| 12
|
F
| 3.29
|
D
|
D
| 55
|
Art History
|
AP
|
B
| 11
|
Excellent essays, Focused
| 86
| 51
|
Arts
|
85,146,293
| 16
| 12
|
F
| 3.29
|
C
|
D
| 87
|
U.S History
|
Honors
|
B
| 16
|
Late assignments, Focused
| 77
| 79
|
Humanities
|
85,146,293
| 16
| 12
|
F
| 3.29
|
A
|
D
| 89
|
Art History
|
Honors
|
B
| 20
|
Great collaborator, Focused
| 70
| 83
|
Arts
|
85,146,293
| 16
| 12
|
F
| 3.29
|
B
|
D
| 72
|
Algebra II
|
IB
|
A
| 15
|
Great collaborator, Missing homework
| 94
| 70
|
STEM
|
85,146,293
| 16
| 12
|
F
| 3.29
|
A
|
C
| 77
|
Biology
|
IB
|
C
| 11
|
Excellent essays, Missing homework
| 88
| 87
|
STEM
|
85,146,293
| 16
| 12
|
F
| 3.29
|
D
|
D
| 82
|
Biology
|
IB
|
A
| 17
|
Great collaborator, Needs extra support
| 75
| 80
|
STEM
|
85,146,293
| 16
| 12
|
F
| 3.29
|
A
|
B
| 97
|
Biology
|
Honors
|
A
| 10
|
Late assignments, Focused
| 85
| 98
|
STEM
|
64,543,049
| 18
| 10
|
M
| 3.86
|
D
|
B
| 70
|
Algebra II
|
AP
|
B
| 15
|
Excellent essays, Strong problem solving
| 72
| 78
|
STEM
|
64,543,049
| 18
| 10
|
M
| 3.86
|
A
|
A
| 61
|
Chemistry
|
AP
|
C
| 10
|
Strong problem solving, Focused
| 98
| 65
|
STEM
|
64,543,049
| 18
| 10
|
M
| 3.86
|
C
|
C
| 55
|
Spanish II
|
Regular
|
A
| 15
|
Late assignments, Great collaborator
| 88
| 54
|
Language
|
64,543,049
| 18
| 10
|
M
| 3.86
|
D
|
C
| 87
|
World Literature
|
Regular
|
A
| 18
|
Late assignments, Distracted
| 70
| 90
|
Humanities
|
64,543,049
| 18
| 10
|
M
| 3.86
|
B
|
C
| 90
|
Algebra II
|
Honors
|
B
| 10
|
Strong problem solving, Needs extra support
| 93
| 89
|
STEM
|
64,543,049
| 18
| 10
|
M
| 3.86
|
B
|
B
| 76
|
Biology
|
Regular
|
A
| 12
|
Excellent essays, Focused
| 71
| 73
|
STEM
|
64,543,049
| 18
| 10
|
M
| 3.86
|
C
|
D
| 97
|
Art History
|
Honors
|
C
| 11
|
Great collaborator, Missing homework
| 96
| 99
|
Arts
|
64,543,049
| 18
| 10
|
M
| 3.86
|
A
|
D
| 92
|
Biology
|
AP
|
A
| 14
|
Excellent essays, Strong problem solving
| 80
| 94
|
STEM
|
64,543,049
| 18
| 10
|
M
| 3.86
|
C
|
D
| 67
|
Chemistry
|
AP
|
A
| 13
|
Great collaborator, Strong problem solving
| 94
| 75
|
STEM
|
64,543,049
| 18
| 10
|
M
| 3.86
|
B
|
A
| 60
|
Biology
|
Regular
|
B
| 15
|
Strong problem solving, Focused
| 87
| 61
|
STEM
|
93,303,777
| 16
| 12
|
F
| 2.93
|
A
|
B
| 93
|
Biology
|
IB
|
C
| 19
|
Focused, Distracted
| 96
| 93
|
STEM
|
93,303,777
| 16
| 12
|
F
| 2.93
|
A
|
B
| 72
|
U.S History
|
Regular
|
C
| 10
|
Excellent essays, Great collaborator
| 96
| 67
|
Humanities
|
93,303,777
| 16
| 12
|
F
| 2.93
|
D
|
D
| 85
|
Algebra II
|
AP
|
A
| 17
|
Distracted, Strong problem solving
| 95
| 79
|
STEM
|
93,303,777
| 16
| 12
|
F
| 2.93
|
A
|
A
| 99
|
Biology
|
AP
|
A
| 13
|
Strong problem solving, Great collaborator
| 91
| 100
|
STEM
|
93,303,777
| 16
| 12
|
F
| 2.93
|
C
|
A
| 51
|
Biology
|
Honors
|
A
| 20
|
Needs extra support, Strong problem solving
| 74
| 43
|
STEM
|
93,303,777
| 16
| 12
|
F
| 2.93
|
A
|
A
| 79
|
Chemistry
|
Honors
|
A
| 19
|
Strong problem solving, Needs extra support
| 93
| 81
|
STEM
|
93,303,777
| 16
| 12
|
F
| 2.93
|
A
|
D
| 93
|
Economics
|
Regular
|
A
| 15
|
Late assignments, Distracted
| 78
| 91
|
Humanities
|
93,303,777
| 16
| 12
|
F
| 2.93
|
B
|
A
| 89
|
Economics
|
AP
|
C
| 14
|
Needs extra support, Late assignments
| 98
| 96
|
Humanities
|
93,303,777
| 16
| 12
|
F
| 2.93
|
A
|
A
| 67
|
Economics
|
Regular
|
A
| 16
|
Late assignments, Missing homework
| 98
| 73
|
Humanities
|
93,303,777
| 16
| 12
|
F
| 2.93
|
A
|
D
| 100
|
World Literature
|
IB
|
B
| 18
|
Needs extra support, Great collaborator
| 99
| 100
|
Humanities
|
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