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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
68,571,795 | 17 | 12 | F | 2.36 | D | D | 80 | Chemistry | IB | C | 16 | Focused, Distracted | 77 | 76 | STEM |
68,571,795 | 17 | 12 | F | 2.36 | B | D | 63 | Economics | IB | B | 16 | Great collaborator, Strong problem solving | 81 | 61 | Humanities |
68,571,795 | 17 | 12 | F | 2.36 | B | A | 68 | Biology | Regular | C | 15 | Late assignments, Excellent essays | 71 | 72 | STEM |
68,571,795 | 17 | 12 | F | 2.36 | D | D | 79 | Chemistry | Regular | B | 15 | Needs extra support, Great collaborator | 78 | 81 | STEM |
68,571,795 | 17 | 12 | F | 2.36 | B | D | 64 | Algebra II | IB | C | 11 | Missing homework, Focused | 79 | 70 | STEM |
68,571,795 | 17 | 12 | F | 2.36 | C | B | 56 | Biology | Honors | A | 15 | Focused, Excellent essays | 76 | 56 | STEM |
68,571,795 | 17 | 12 | F | 2.36 | C | C | 69 | World Literature | IB | A | 19 | Great collaborator, Strong problem solving | 94 | 76 | Humanities |
68,571,795 | 17 | 12 | F | 2.36 | A | C | 68 | Spanish II | IB | B | 16 | Focused, Late assignments | 90 | 74 | Language |
68,571,795 | 17 | 12 | F | 2.36 | D | B | 64 | U.S History | AP | B | 13 | Needs extra support, Missing homework | 96 | 68 | Humanities |
68,571,795 | 17 | 12 | F | 2.36 | A | C | 62 | Chemistry | Regular | C | 16 | Late assignments, Needs extra support | 84 | 69 | STEM |
91,363,974 | 15 | 11 | M | 3.16 | C | A | 81 | U.S History | IB | B | 13 | Strong problem solving, Late assignments | 91 | 83 | Humanities |
91,363,974 | 15 | 11 | M | 3.16 | C | A | 86 | Spanish II | Honors | A | 12 | Missing homework, Excellent essays | 90 | 95 | Language |
91,363,974 | 15 | 11 | M | 3.16 | D | B | 75 | Art History | Honors | C | 16 | Late assignments, Needs extra support | 73 | 75 | Arts |
91,363,974 | 15 | 11 | M | 3.16 | C | A | 60 | Economics | Honors | C | 18 | Great collaborator, Focused | 96 | 69 | Humanities |
91,363,974 | 15 | 11 | M | 3.16 | A | B | 62 | Economics | Honors | B | 14 | Late assignments, Distracted | 79 | 68 | Humanities |
91,363,974 | 15 | 11 | M | 3.16 | D | A | 73 | Biology | Honors | A | 15 | Strong problem solving, Late assignments | 75 | 66 | STEM |
91,363,974 | 15 | 11 | M | 3.16 | D | D | 97 | U.S History | Honors | B | 13 | Great collaborator, Strong problem solving | 76 | 96 | Humanities |
91,363,974 | 15 | 11 | M | 3.16 | D | B | 88 | Art History | IB | C | 13 | Needs extra support, Great collaborator | 76 | 78 | Arts |
91,363,974 | 15 | 11 | M | 3.16 | D | A | 75 | U.S History | AP | C | 15 | Needs extra support, Late assignments | 84 | 83 | Humanities |
91,363,974 | 15 | 11 | M | 3.16 | A | C | 91 | Algebra II | Regular | B | 14 | Strong problem solving, Excellent essays | 96 | 86 | STEM |
78,642,041 | 18 | 10 | M | 3.8 | D | D | 92 | Art History | AP | C | 19 | Distracted, Late assignments | 92 | 83 | Arts |
78,642,041 | 18 | 10 | M | 3.8 | B | C | 90 | World Literature | IB | C | 11 | Late assignments, Needs extra support | 83 | 97 | Humanities |
78,642,041 | 18 | 10 | M | 3.8 | C | A | 98 | Biology | Honors | C | 15 | Strong problem solving, Late assignments | 75 | 96 | STEM |
78,642,041 | 18 | 10 | M | 3.8 | A | D | 51 | World Literature | Honors | C | 20 | Needs extra support, Late assignments | 80 | 53 | Humanities |
78,642,041 | 18 | 10 | M | 3.8 | D | A | 50 | World Literature | IB | A | 12 | Missing homework, Needs extra support | 93 | 54 | Humanities |
78,642,041 | 18 | 10 | M | 3.8 | D | A | 55 | Economics | AP | C | 17 | Great collaborator, Late assignments | 96 | 53 | Humanities |
78,642,041 | 18 | 10 | M | 3.8 | B | A | 88 | U.S History | Honors | A | 14 | Distracted, Excellent essays | 93 | 90 | Humanities |
78,642,041 | 18 | 10 | M | 3.8 | A | A | 93 | U.S History | IB | A | 17 | Missing homework, Distracted | 76 | 84 | Humanities |
78,642,041 | 18 | 10 | M | 3.8 | D | A | 90 | World Literature | Honors | B | 14 | Needs extra support, Focused | 89 | 80 | Humanities |
78,642,041 | 18 | 10 | M | 3.8 | D | B | 65 | Algebra II | IB | A | 13 | Distracted, Focused | 83 | 55 | STEM |
25,521,714 | 15 | 11 | M | 3.36 | B | A | 92 | Biology | AP | C | 12 | Focused, Late assignments | 86 | 85 | STEM |
25,521,714 | 15 | 11 | M | 3.36 | C | B | 89 | Chemistry | AP | C | 16 | Strong problem solving, Focused | 77 | 85 | STEM |
25,521,714 | 15 | 11 | M | 3.36 | C | C | 61 | Biology | Honors | B | 20 | Missing homework, Focused | 82 | 57 | STEM |
25,521,714 | 15 | 11 | M | 3.36 | B | A | 92 | Economics | IB | C | 19 | Missing homework, Focused | 72 | 88 | Humanities |
25,521,714 | 15 | 11 | M | 3.36 | C | D | 56 | Art History | AP | B | 11 | Missing homework, Needs extra support | 92 | 58 | Arts |
25,521,714 | 15 | 11 | M | 3.36 | C | B | 90 | U.S History | IB | C | 17 | Distracted, Great collaborator | 70 | 99 | Humanities |
25,521,714 | 15 | 11 | M | 3.36 | D | B | 82 | Economics | Honors | A | 10 | Distracted, Great collaborator | 77 | 85 | Humanities |
25,521,714 | 15 | 11 | M | 3.36 | A | A | 58 | World Literature | IB | B | 14 | Late assignments, Distracted | 82 | 54 | Humanities |
25,521,714 | 15 | 11 | M | 3.36 | B | D | 97 | Algebra II | IB | A | 14 | Missing homework, Needs extra support | 95 | 88 | STEM |
25,521,714 | 15 | 11 | M | 3.36 | C | A | 64 | Art History | IB | B | 13 | Late assignments, Excellent essays | 71 | 61 | Arts |
61,700,055 | 16 | 12 | F | 2.37 | A | D | 54 | Algebra II | AP | A | 20 | Great collaborator, Distracted | 74 | 46 | STEM |
61,700,055 | 16 | 12 | F | 2.37 | B | B | 82 | U.S History | Honors | B | 17 | Excellent essays, Distracted | 93 | 78 | Humanities |
61,700,055 | 16 | 12 | F | 2.37 | D | B | 88 | World Literature | AP | B | 14 | Needs extra support, Missing homework | 76 | 86 | Humanities |
61,700,055 | 16 | 12 | F | 2.37 | A | C | 75 | Economics | Regular | A | 17 | Needs extra support, Late assignments | 86 | 84 | Humanities |
61,700,055 | 16 | 12 | F | 2.37 | B | D | 51 | Art History | Regular | B | 11 | Excellent essays, Needs extra support | 87 | 45 | Arts |
61,700,055 | 16 | 12 | F | 2.37 | C | D | 79 | U.S History | IB | B | 14 | Strong problem solving, Excellent essays | 89 | 84 | Humanities |
61,700,055 | 16 | 12 | F | 2.37 | C | B | 95 | Biology | Regular | A | 12 | Late assignments, Focused | 70 | 100 | STEM |
61,700,055 | 16 | 12 | F | 2.37 | D | D | 76 | Chemistry | Regular | C | 15 | Strong problem solving, Late assignments | 79 | 86 | STEM |
61,700,055 | 16 | 12 | F | 2.37 | D | A | 57 | Biology | Regular | C | 12 | Late assignments, Strong problem solving | 83 | 55 | STEM |
61,700,055 | 16 | 12 | F | 2.37 | D | C | 94 | Chemistry | Honors | C | 16 | Strong problem solving, Missing homework | 77 | 91 | STEM |
87,388,337 | 18 | 9 | F | 3.26 | B | C | 88 | Algebra II | Regular | C | 12 | Excellent essays, Distracted | 89 | 96 | STEM |
87,388,337 | 18 | 9 | F | 3.26 | A | A | 99 | U.S History | Honors | C | 16 | Strong problem solving, Missing homework | 88 | 91 | Humanities |
87,388,337 | 18 | 9 | F | 3.26 | D | B | 77 | World Literature | IB | C | 14 | Strong problem solving, Excellent essays | 79 | 80 | Humanities |
87,388,337 | 18 | 9 | F | 3.26 | A | C | 59 | Biology | IB | C | 13 | Strong problem solving, Missing homework | 79 | 49 | STEM |
87,388,337 | 18 | 9 | F | 3.26 | D | A | 56 | U.S History | Honors | C | 16 | Strong problem solving, Missing homework | 79 | 59 | Humanities |
87,388,337 | 18 | 9 | F | 3.26 | B | C | 61 | U.S History | AP | A | 17 | Great collaborator, Excellent essays | 100 | 54 | Humanities |
87,388,337 | 18 | 9 | F | 3.26 | B | B | 62 | Economics | Honors | C | 12 | Late assignments, Great collaborator | 98 | 65 | Humanities |
87,388,337 | 18 | 9 | F | 3.26 | A | B | 55 | Economics | IB | A | 16 | Distracted, Great collaborator | 72 | 55 | Humanities |
87,388,337 | 18 | 9 | F | 3.26 | B | D | 81 | Algebra II | Honors | A | 10 | Excellent essays, Strong problem solving | 100 | 71 | STEM |
87,388,337 | 18 | 9 | F | 3.26 | A | B | 83 | Algebra II | Honors | B | 19 | Excellent essays, Late assignments | 85 | 83 | STEM |
35,511,941 | 18 | 11 | F | 3.36 | C | B | 73 | Chemistry | Regular | B | 19 | Focused, Great collaborator | 97 | 73 | STEM |
35,511,941 | 18 | 11 | F | 3.36 | A | D | 94 | Biology | Regular | C | 12 | Focused, Excellent essays | 73 | 100 | STEM |
35,511,941 | 18 | 11 | F | 3.36 | B | C | 78 | Spanish II | Regular | C | 16 | Late assignments, Focused | 90 | 78 | Language |
35,511,941 | 18 | 11 | F | 3.36 | C | A | 97 | Algebra II | IB | C | 17 | Late assignments, Excellent essays | 85 | 99 | STEM |
35,511,941 | 18 | 11 | F | 3.36 | C | D | 80 | Biology | Honors | C | 16 | Excellent essays, Needs extra support | 76 | 74 | STEM |
35,511,941 | 18 | 11 | F | 3.36 | B | D | 100 | Algebra II | Honors | B | 20 | Needs extra support, Distracted | 98 | 100 | STEM |
35,511,941 | 18 | 11 | F | 3.36 | D | B | 65 | Biology | AP | A | 20 | Distracted, Focused | 83 | 55 | STEM |
35,511,941 | 18 | 11 | F | 3.36 | C | D | 99 | U.S History | IB | A | 14 | Needs extra support, Missing homework | 73 | 93 | Humanities |
35,511,941 | 18 | 11 | F | 3.36 | A | C | 64 | Economics | Honors | C | 15 | Strong problem solving, Missing homework | 93 | 66 | Humanities |
35,511,941 | 18 | 11 | F | 3.36 | B | B | 66 | Art History | Honors | B | 11 | Distracted, Focused | 80 | 74 | Arts |
44,188,276 | 16 | 9 | F | 2.25 | D | A | 69 | Chemistry | Honors | C | 18 | Late assignments, Strong problem solving | 82 | 72 | STEM |
44,188,276 | 16 | 9 | F | 2.25 | C | B | 83 | Chemistry | AP | A | 16 | Focused, Excellent essays | 97 | 87 | STEM |
44,188,276 | 16 | 9 | F | 2.25 | B | C | 64 | Chemistry | Regular | C | 17 | Great collaborator, Excellent essays | 79 | 58 | STEM |
44,188,276 | 16 | 9 | F | 2.25 | C | C | 82 | Algebra II | Honors | B | 19 | Needs extra support, Missing homework | 96 | 78 | STEM |
44,188,276 | 16 | 9 | F | 2.25 | C | D | 53 | Economics | IB | A | 13 | Late assignments, Missing homework | 93 | 44 | Humanities |
44,188,276 | 16 | 9 | F | 2.25 | D | D | 69 | U.S History | AP | A | 18 | Strong problem solving, Great collaborator | 83 | 74 | Humanities |
44,188,276 | 16 | 9 | F | 2.25 | D | D | 54 | Chemistry | IB | B | 13 | Strong problem solving, Focused | 74 | 54 | STEM |
44,188,276 | 16 | 9 | F | 2.25 | C | D | 91 | Algebra II | AP | C | 12 | Needs extra support, Missing homework | 85 | 90 | STEM |
44,188,276 | 16 | 9 | F | 2.25 | B | B | 97 | U.S History | AP | C | 20 | Focused, Great collaborator | 93 | 100 | Humanities |
44,188,276 | 16 | 9 | F | 2.25 | B | D | 77 | Biology | AP | A | 11 | Missing homework, Late assignments | 75 | 68 | STEM |
15,957,459 | 15 | 11 | F | 3.94 | B | A | 57 | Art History | AP | B | 17 | Excellent essays, Missing homework | 89 | 52 | Arts |
15,957,459 | 15 | 11 | F | 3.94 | A | D | 91 | Art History | Regular | B | 20 | Needs extra support, Great collaborator | 70 | 84 | Arts |
15,957,459 | 15 | 11 | F | 3.94 | A | A | 81 | Biology | AP | A | 19 | Needs extra support, Great collaborator | 92 | 74 | STEM |
15,957,459 | 15 | 11 | F | 3.94 | D | D | 91 | U.S History | Regular | B | 19 | Great collaborator, Focused | 80 | 83 | Humanities |
15,957,459 | 15 | 11 | F | 3.94 | D | A | 75 | U.S History | Regular | A | 18 | Distracted, Strong problem solving | 94 | 71 | Humanities |
15,957,459 | 15 | 11 | F | 3.94 | B | B | 50 | Biology | Regular | B | 11 | Focused, Distracted | 88 | 46 | STEM |
15,957,459 | 15 | 11 | F | 3.94 | A | C | 98 | U.S History | Honors | A | 11 | Excellent essays, Great collaborator | 100 | 100 | Humanities |
15,957,459 | 15 | 11 | F | 3.94 | D | A | 65 | U.S History | IB | A | 18 | Excellent essays, Missing homework | 87 | 69 | Humanities |
15,957,459 | 15 | 11 | F | 3.94 | D | C | 83 | U.S History | IB | C | 18 | Late assignments, Missing homework | 73 | 74 | Humanities |
15,957,459 | 15 | 11 | F | 3.94 | A | B | 59 | World Literature | IB | A | 12 | Late assignments, Excellent essays | 81 | 57 | Humanities |
68,526,649 | 16 | 12 | M | 3.1 | D | B | 75 | Spanish II | Regular | A | 14 | Strong problem solving, Missing homework | 74 | 82 | Language |
68,526,649 | 16 | 12 | M | 3.1 | A | C | 90 | World Literature | AP | C | 15 | Great collaborator, Late assignments | 96 | 84 | Humanities |
68,526,649 | 16 | 12 | M | 3.1 | D | D | 51 | Chemistry | AP | A | 14 | Distracted, Excellent essays | 73 | 58 | STEM |
68,526,649 | 16 | 12 | M | 3.1 | A | C | 90 | Art History | Honors | B | 15 | Excellent essays, Distracted | 97 | 87 | Arts |
68,526,649 | 16 | 12 | M | 3.1 | A | A | 74 | Spanish II | AP | B | 11 | Distracted, Needs extra support | 86 | 73 | Language |
68,526,649 | 16 | 12 | M | 3.1 | A | C | 94 | Economics | IB | C | 14 | Distracted, Focused | 75 | 94 | Humanities |
68,526,649 | 16 | 12 | M | 3.1 | B | C | 97 | Art History | Regular | B | 19 | Great collaborator, Needs extra support | 70 | 100 | Arts |
68,526,649 | 16 | 12 | M | 3.1 | B | B | 74 | U.S History | IB | A | 20 | Missing homework, Needs extra support | 94 | 71 | Humanities |
68,526,649 | 16 | 12 | M | 3.1 | D | B | 78 | Art History | IB | B | 18 | Excellent essays, Great collaborator | 100 | 81 | Arts |
68,526,649 | 16 | 12 | M | 3.1 | C | A | 69 | World Literature | Regular | B | 11 | Distracted, Focused | 93 | 66 | Humanities |
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