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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
43,308,443
| 16
| 9
|
F
| 2.49
|
D
|
C
| 73
|
World Literature
|
AP
|
C
| 15
|
Needs extra support, Late assignments
| 84
| 74
|
Humanities
|
43,308,443
| 16
| 9
|
F
| 2.49
|
D
|
A
| 61
|
Spanish II
|
Honors
|
B
| 12
|
Late assignments, Great collaborator
| 93
| 71
|
Language
|
43,308,443
| 16
| 9
|
F
| 2.49
|
A
|
A
| 82
|
Biology
|
Honors
|
C
| 19
|
Strong problem solving, Needs extra support
| 88
| 78
|
STEM
|
43,308,443
| 16
| 9
|
F
| 2.49
|
C
|
D
| 91
|
Algebra II
|
AP
|
B
| 16
|
Late assignments, Strong problem solving
| 88
| 90
|
STEM
|
43,308,443
| 16
| 9
|
F
| 2.49
|
D
|
A
| 75
|
U.S History
|
IB
|
C
| 10
|
Late assignments, Strong problem solving
| 100
| 84
|
Humanities
|
43,308,443
| 16
| 9
|
F
| 2.49
|
B
|
D
| 60
|
U.S History
|
AP
|
C
| 19
|
Great collaborator, Missing homework
| 93
| 65
|
Humanities
|
43,308,443
| 16
| 9
|
F
| 2.49
|
A
|
B
| 98
|
Chemistry
|
Regular
|
A
| 11
|
Excellent essays, Great collaborator
| 77
| 89
|
STEM
|
43,308,443
| 16
| 9
|
F
| 2.49
|
C
|
D
| 80
|
World Literature
|
Regular
|
A
| 10
|
Missing homework, Focused
| 92
| 86
|
Humanities
|
43,308,443
| 16
| 9
|
F
| 2.49
|
C
|
B
| 74
|
Spanish II
|
Regular
|
B
| 19
|
Distracted, Excellent essays
| 78
| 76
|
Language
|
43,308,443
| 16
| 9
|
F
| 2.49
|
D
|
C
| 72
|
World Literature
|
Regular
|
B
| 19
|
Focused, Excellent essays
| 98
| 66
|
Humanities
|
45,810,056
| 18
| 10
|
M
| 2.15
|
B
|
B
| 61
|
Spanish II
|
AP
|
B
| 19
|
Distracted, Missing homework
| 77
| 64
|
Language
|
45,810,056
| 18
| 10
|
M
| 2.15
|
A
|
D
| 93
|
Chemistry
|
Regular
|
B
| 13
|
Great collaborator, Missing homework
| 96
| 96
|
STEM
|
45,810,056
| 18
| 10
|
M
| 2.15
|
B
|
A
| 58
|
Algebra II
|
AP
|
A
| 20
|
Focused, Excellent essays
| 74
| 49
|
STEM
|
45,810,056
| 18
| 10
|
M
| 2.15
|
C
|
B
| 83
|
U.S History
|
Regular
|
C
| 19
|
Focused, Missing homework
| 93
| 82
|
Humanities
|
45,810,056
| 18
| 10
|
M
| 2.15
|
B
|
D
| 88
|
Biology
|
Regular
|
B
| 12
|
Late assignments, Strong problem solving
| 83
| 97
|
STEM
|
45,810,056
| 18
| 10
|
M
| 2.15
|
B
|
C
| 60
|
U.S History
|
IB
|
B
| 19
|
Distracted, Needs extra support
| 82
| 62
|
Humanities
|
45,810,056
| 18
| 10
|
M
| 2.15
|
A
|
A
| 62
|
U.S History
|
Regular
|
A
| 19
|
Distracted, Needs extra support
| 85
| 71
|
Humanities
|
45,810,056
| 18
| 10
|
M
| 2.15
|
A
|
A
| 80
|
Algebra II
|
AP
|
C
| 18
|
Focused, Strong problem solving
| 91
| 90
|
STEM
|
45,810,056
| 18
| 10
|
M
| 2.15
|
D
|
C
| 52
|
Art History
|
Regular
|
A
| 17
|
Strong problem solving, Great collaborator
| 88
| 60
|
Arts
|
45,810,056
| 18
| 10
|
M
| 2.15
|
D
|
B
| 66
|
Biology
|
Regular
|
A
| 11
|
Excellent essays, Needs extra support
| 98
| 73
|
STEM
|
31,367,172
| 18
| 11
|
M
| 2.01
|
A
|
A
| 74
|
Algebra II
|
AP
|
C
| 15
|
Strong problem solving, Great collaborator
| 73
| 68
|
STEM
|
31,367,172
| 18
| 11
|
M
| 2.01
|
C
|
C
| 84
|
Art History
|
Regular
|
C
| 15
|
Excellent essays, Missing homework
| 82
| 80
|
Arts
|
31,367,172
| 18
| 11
|
M
| 2.01
|
D
|
B
| 73
|
Art History
|
Regular
|
B
| 14
|
Missing homework, Strong problem solving
| 92
| 75
|
Arts
|
31,367,172
| 18
| 11
|
M
| 2.01
|
A
|
B
| 78
|
U.S History
|
AP
|
A
| 13
|
Strong problem solving, Needs extra support
| 80
| 85
|
Humanities
|
31,367,172
| 18
| 11
|
M
| 2.01
|
B
|
D
| 90
|
Algebra II
|
Honors
|
A
| 12
|
Needs extra support, Excellent essays
| 83
| 82
|
STEM
|
31,367,172
| 18
| 11
|
M
| 2.01
|
C
|
B
| 73
|
Biology
|
Honors
|
C
| 10
|
Strong problem solving, Late assignments
| 89
| 83
|
STEM
|
31,367,172
| 18
| 11
|
M
| 2.01
|
A
|
B
| 90
|
Spanish II
|
Regular
|
B
| 10
|
Late assignments, Strong problem solving
| 91
| 96
|
Language
|
31,367,172
| 18
| 11
|
M
| 2.01
|
B
|
A
| 100
|
Spanish II
|
AP
|
C
| 12
|
Focused, Great collaborator
| 77
| 100
|
Language
|
31,367,172
| 18
| 11
|
M
| 2.01
|
B
|
A
| 67
|
Algebra II
|
Regular
|
B
| 20
|
Strong problem solving, Late assignments
| 88
| 63
|
STEM
|
31,367,172
| 18
| 11
|
M
| 2.01
|
A
|
A
| 85
|
Algebra II
|
IB
|
C
| 18
|
Missing homework, Great collaborator
| 100
| 83
|
STEM
|
24,508,349
| 16
| 10
|
F
| 3.86
|
C
|
B
| 76
|
Algebra II
|
Honors
|
C
| 11
|
Excellent essays, Great collaborator
| 100
| 69
|
STEM
|
24,508,349
| 16
| 10
|
F
| 3.86
|
C
|
D
| 74
|
Spanish II
|
Regular
|
A
| 15
|
Needs extra support, Missing homework
| 84
| 82
|
Language
|
24,508,349
| 16
| 10
|
F
| 3.86
|
D
|
A
| 66
|
Algebra II
|
Honors
|
B
| 20
|
Late assignments, Missing homework
| 92
| 63
|
STEM
|
24,508,349
| 16
| 10
|
F
| 3.86
|
D
|
C
| 83
|
Chemistry
|
Honors
|
C
| 14
|
Late assignments, Great collaborator
| 72
| 85
|
STEM
|
24,508,349
| 16
| 10
|
F
| 3.86
|
A
|
B
| 80
|
Chemistry
|
IB
|
B
| 13
|
Excellent essays, Distracted
| 100
| 76
|
STEM
|
24,508,349
| 16
| 10
|
F
| 3.86
|
B
|
B
| 97
|
Economics
|
AP
|
B
| 13
|
Late assignments, Distracted
| 96
| 94
|
Humanities
|
24,508,349
| 16
| 10
|
F
| 3.86
|
B
|
A
| 57
|
Chemistry
|
Honors
|
C
| 20
|
Needs extra support, Excellent essays
| 70
| 64
|
STEM
|
24,508,349
| 16
| 10
|
F
| 3.86
|
D
|
C
| 89
|
Algebra II
|
IB
|
B
| 19
|
Excellent essays, Late assignments
| 75
| 95
|
STEM
|
24,508,349
| 16
| 10
|
F
| 3.86
|
D
|
B
| 98
|
Spanish II
|
AP
|
A
| 18
|
Strong problem solving, Late assignments
| 100
| 100
|
Language
|
24,508,349
| 16
| 10
|
F
| 3.86
|
C
|
D
| 93
|
Algebra II
|
AP
|
B
| 11
|
Needs extra support, Great collaborator
| 92
| 83
|
STEM
|
61,343,880
| 15
| 10
|
F
| 3.16
|
C
|
C
| 61
|
Chemistry
|
IB
|
A
| 14
|
Needs extra support, Excellent essays
| 80
| 62
|
STEM
|
61,343,880
| 15
| 10
|
F
| 3.16
|
D
|
D
| 63
|
U.S History
|
Regular
|
C
| 15
|
Missing homework, Strong problem solving
| 82
| 61
|
Humanities
|
61,343,880
| 15
| 10
|
F
| 3.16
|
B
|
B
| 86
|
Economics
|
AP
|
A
| 14
|
Late assignments, Excellent essays
| 83
| 88
|
Humanities
|
61,343,880
| 15
| 10
|
F
| 3.16
|
B
|
B
| 80
|
World Literature
|
Honors
|
A
| 16
|
Needs extra support, Distracted
| 98
| 90
|
Humanities
|
61,343,880
| 15
| 10
|
F
| 3.16
|
D
|
C
| 66
|
Chemistry
|
Honors
|
B
| 11
|
Great collaborator, Focused
| 76
| 64
|
STEM
|
61,343,880
| 15
| 10
|
F
| 3.16
|
A
|
D
| 97
|
Economics
|
IB
|
B
| 15
|
Missing homework, Excellent essays
| 87
| 95
|
Humanities
|
61,343,880
| 15
| 10
|
F
| 3.16
|
A
|
D
| 57
|
Chemistry
|
IB
|
C
| 19
|
Late assignments, Excellent essays
| 88
| 67
|
STEM
|
61,343,880
| 15
| 10
|
F
| 3.16
|
C
|
C
| 70
|
U.S History
|
Regular
|
C
| 17
|
Distracted, Late assignments
| 89
| 69
|
Humanities
|
61,343,880
| 15
| 10
|
F
| 3.16
|
B
|
B
| 90
|
Economics
|
IB
|
B
| 20
|
Strong problem solving, Needs extra support
| 99
| 82
|
Humanities
|
61,343,880
| 15
| 10
|
F
| 3.16
|
B
|
C
| 64
|
Biology
|
IB
|
B
| 20
|
Excellent essays, Missing homework
| 78
| 73
|
STEM
|
15,197,528
| 18
| 11
|
F
| 3.56
|
D
|
D
| 60
|
Chemistry
|
AP
|
A
| 12
|
Late assignments, Missing homework
| 78
| 52
|
STEM
|
15,197,528
| 18
| 11
|
F
| 3.56
|
B
|
D
| 56
|
World Literature
|
Honors
|
A
| 17
|
Focused, Needs extra support
| 94
| 58
|
Humanities
|
15,197,528
| 18
| 11
|
F
| 3.56
|
A
|
C
| 89
|
Biology
|
AP
|
A
| 20
|
Strong problem solving, Great collaborator
| 77
| 86
|
STEM
|
15,197,528
| 18
| 11
|
F
| 3.56
|
D
|
B
| 58
|
Spanish II
|
AP
|
A
| 10
|
Missing homework, Strong problem solving
| 99
| 58
|
Language
|
15,197,528
| 18
| 11
|
F
| 3.56
|
D
|
C
| 85
|
Economics
|
Regular
|
A
| 18
|
Great collaborator, Excellent essays
| 89
| 89
|
Humanities
|
15,197,528
| 18
| 11
|
F
| 3.56
|
C
|
C
| 80
|
Art History
|
AP
|
A
| 17
|
Excellent essays, Great collaborator
| 83
| 78
|
Arts
|
15,197,528
| 18
| 11
|
F
| 3.56
|
C
|
A
| 50
|
U.S History
|
AP
|
B
| 14
|
Needs extra support, Excellent essays
| 70
| 55
|
Humanities
|
15,197,528
| 18
| 11
|
F
| 3.56
|
C
|
A
| 99
|
Economics
|
Regular
|
B
| 19
|
Late assignments, Strong problem solving
| 70
| 100
|
Humanities
|
15,197,528
| 18
| 11
|
F
| 3.56
|
B
|
D
| 85
|
Chemistry
|
Regular
|
B
| 13
|
Great collaborator, Missing homework
| 93
| 95
|
STEM
|
15,197,528
| 18
| 11
|
F
| 3.56
|
D
|
B
| 66
|
Art History
|
Honors
|
B
| 20
|
Late assignments, Excellent essays
| 94
| 75
|
Arts
|
73,174,945
| 17
| 11
|
F
| 2.83
|
B
|
B
| 68
|
Biology
|
Honors
|
C
| 17
|
Needs extra support, Great collaborator
| 92
| 77
|
STEM
|
73,174,945
| 17
| 11
|
F
| 2.83
|
B
|
C
| 51
|
Economics
|
AP
|
A
| 18
|
Focused, Distracted
| 73
| 50
|
Humanities
|
73,174,945
| 17
| 11
|
F
| 2.83
|
B
|
D
| 96
|
Spanish II
|
Honors
|
A
| 11
|
Great collaborator, Focused
| 85
| 92
|
Language
|
73,174,945
| 17
| 11
|
F
| 2.83
|
D
|
C
| 100
|
Chemistry
|
Regular
|
B
| 17
|
Focused, Great collaborator
| 72
| 94
|
STEM
|
73,174,945
| 17
| 11
|
F
| 2.83
|
C
|
D
| 54
|
Algebra II
|
Regular
|
A
| 13
|
Excellent essays, Strong problem solving
| 82
| 44
|
STEM
|
73,174,945
| 17
| 11
|
F
| 2.83
|
B
|
D
| 99
|
Biology
|
Regular
|
A
| 10
|
Late assignments, Needs extra support
| 93
| 92
|
STEM
|
73,174,945
| 17
| 11
|
F
| 2.83
|
D
|
D
| 93
|
World Literature
|
IB
|
B
| 12
|
Focused, Missing homework
| 99
| 100
|
Humanities
|
73,174,945
| 17
| 11
|
F
| 2.83
|
C
|
D
| 90
|
Biology
|
IB
|
A
| 15
|
Focused, Strong problem solving
| 91
| 86
|
STEM
|
73,174,945
| 17
| 11
|
F
| 2.83
|
B
|
D
| 70
|
Biology
|
Honors
|
A
| 14
|
Distracted, Late assignments
| 95
| 67
|
STEM
|
73,174,945
| 17
| 11
|
F
| 2.83
|
A
|
D
| 94
|
Algebra II
|
AP
|
B
| 11
|
Late assignments, Distracted
| 85
| 86
|
STEM
|
39,854,548
| 17
| 9
|
M
| 2.71
|
A
|
B
| 81
|
U.S History
|
AP
|
B
| 18
|
Missing homework, Strong problem solving
| 98
| 85
|
Humanities
|
39,854,548
| 17
| 9
|
M
| 2.71
|
A
|
D
| 72
|
World Literature
|
AP
|
B
| 10
|
Needs extra support, Missing homework
| 84
| 79
|
Humanities
|
39,854,548
| 17
| 9
|
M
| 2.71
|
D
|
B
| 86
|
Spanish II
|
AP
|
C
| 15
|
Missing homework, Needs extra support
| 84
| 84
|
Language
|
39,854,548
| 17
| 9
|
M
| 2.71
|
A
|
B
| 78
|
U.S History
|
IB
|
B
| 18
|
Missing homework, Late assignments
| 70
| 88
|
Humanities
|
39,854,548
| 17
| 9
|
M
| 2.71
|
B
|
A
| 89
|
Art History
|
IB
|
C
| 13
|
Missing homework, Needs extra support
| 72
| 96
|
Arts
|
39,854,548
| 17
| 9
|
M
| 2.71
|
B
|
D
| 99
|
Art History
|
AP
|
C
| 14
|
Missing homework, Late assignments
| 90
| 99
|
Arts
|
39,854,548
| 17
| 9
|
M
| 2.71
|
A
|
A
| 52
|
Biology
|
AP
|
A
| 10
|
Late assignments, Focused
| 85
| 48
|
STEM
|
39,854,548
| 17
| 9
|
M
| 2.71
|
A
|
D
| 92
|
Biology
|
Regular
|
C
| 19
|
Excellent essays, Focused
| 81
| 89
|
STEM
|
39,854,548
| 17
| 9
|
M
| 2.71
|
A
|
B
| 91
|
Biology
|
Regular
|
A
| 17
|
Focused, Great collaborator
| 87
| 94
|
STEM
|
39,854,548
| 17
| 9
|
M
| 2.71
|
A
|
C
| 83
|
Chemistry
|
Honors
|
C
| 11
|
Excellent essays, Focused
| 100
| 79
|
STEM
|
36,786,211
| 15
| 9
|
M
| 3.06
|
B
|
B
| 86
|
World Literature
|
AP
|
C
| 18
|
Strong problem solving, Missing homework
| 73
| 96
|
Humanities
|
36,786,211
| 15
| 9
|
M
| 3.06
|
D
|
D
| 56
|
Chemistry
|
AP
|
A
| 18
|
Strong problem solving, Excellent essays
| 80
| 51
|
STEM
|
36,786,211
| 15
| 9
|
M
| 3.06
|
C
|
C
| 85
|
Economics
|
IB
|
B
| 16
|
Strong problem solving, Needs extra support
| 93
| 85
|
Humanities
|
36,786,211
| 15
| 9
|
M
| 3.06
|
B
|
D
| 99
|
World Literature
|
IB
|
B
| 17
|
Needs extra support, Late assignments
| 70
| 90
|
Humanities
|
36,786,211
| 15
| 9
|
M
| 3.06
|
A
|
B
| 69
|
Spanish II
|
Honors
|
B
| 13
|
Late assignments, Strong problem solving
| 80
| 59
|
Language
|
36,786,211
| 15
| 9
|
M
| 3.06
|
B
|
A
| 52
|
Spanish II
|
Regular
|
B
| 12
|
Great collaborator, Needs extra support
| 81
| 60
|
Language
|
36,786,211
| 15
| 9
|
M
| 3.06
|
B
|
C
| 69
|
World Literature
|
Honors
|
C
| 16
|
Late assignments, Missing homework
| 72
| 69
|
Humanities
|
36,786,211
| 15
| 9
|
M
| 3.06
|
B
|
D
| 94
|
Economics
|
Honors
|
C
| 20
|
Excellent essays, Focused
| 93
| 100
|
Humanities
|
36,786,211
| 15
| 9
|
M
| 3.06
|
A
|
A
| 99
|
Art History
|
IB
|
B
| 16
|
Strong problem solving, Needs extra support
| 73
| 96
|
Arts
|
36,786,211
| 15
| 9
|
M
| 3.06
|
D
|
A
| 69
|
Algebra II
|
Honors
|
B
| 18
|
Great collaborator, Needs extra support
| 86
| 66
|
STEM
|
71,780,854
| 16
| 9
|
F
| 3.94
|
B
|
D
| 68
|
Biology
|
Regular
|
A
| 12
|
Missing homework, Focused
| 85
| 76
|
STEM
|
71,780,854
| 16
| 9
|
F
| 3.94
|
D
|
C
| 55
|
Algebra II
|
Regular
|
C
| 16
|
Great collaborator, Strong problem solving
| 74
| 60
|
STEM
|
71,780,854
| 16
| 9
|
F
| 3.94
|
D
|
D
| 91
|
World Literature
|
AP
|
C
| 19
|
Late assignments, Distracted
| 72
| 89
|
Humanities
|
71,780,854
| 16
| 9
|
F
| 3.94
|
C
|
A
| 57
|
Art History
|
Regular
|
B
| 15
|
Missing homework, Distracted
| 80
| 58
|
Arts
|
71,780,854
| 16
| 9
|
F
| 3.94
|
C
|
B
| 72
|
Algebra II
|
Regular
|
C
| 12
|
Needs extra support, Focused
| 99
| 69
|
STEM
|
71,780,854
| 16
| 9
|
F
| 3.94
|
C
|
B
| 98
|
World Literature
|
Honors
|
A
| 10
|
Late assignments, Excellent essays
| 99
| 92
|
Humanities
|
71,780,854
| 16
| 9
|
F
| 3.94
|
A
|
C
| 94
|
Spanish II
|
Honors
|
B
| 17
|
Needs extra support, Focused
| 80
| 90
|
Language
|
71,780,854
| 16
| 9
|
F
| 3.94
|
B
|
C
| 85
|
World Literature
|
Regular
|
C
| 12
|
Focused, Late assignments
| 88
| 91
|
Humanities
|
71,780,854
| 16
| 9
|
F
| 3.94
|
C
|
B
| 53
|
Algebra II
|
IB
|
A
| 19
|
Excellent essays, Focused
| 84
| 63
|
STEM
|
71,780,854
| 16
| 9
|
F
| 3.94
|
A
|
D
| 92
|
Algebra II
|
IB
|
C
| 20
|
Missing homework, Strong problem solving
| 73
| 82
|
STEM
|
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