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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19,317,495 | 18 | 9 | M | 3.79 | C | D | 62 | Economics | IB | A | 11 | Missing homework, Distracted | 73 | 59 | Humanities |
19,317,495 | 18 | 9 | M | 3.79 | B | D | 64 | Art History | Honors | B | 19 | Needs extra support, Focused | 98 | 67 | Arts |
19,317,495 | 18 | 9 | M | 3.79 | B | D | 61 | U.S History | Regular | B | 12 | Needs extra support, Missing homework | 76 | 71 | Humanities |
19,317,495 | 18 | 9 | M | 3.79 | C | B | 71 | Chemistry | AP | A | 19 | Focused, Great collaborator | 74 | 64 | STEM |
19,317,495 | 18 | 9 | M | 3.79 | D | D | 60 | Economics | IB | A | 14 | Great collaborator, Strong problem solving | 95 | 70 | Humanities |
19,317,495 | 18 | 9 | M | 3.79 | B | A | 76 | U.S History | Regular | A | 19 | Needs extra support, Strong problem solving | 84 | 74 | Humanities |
19,317,495 | 18 | 9 | M | 3.79 | D | B | 65 | Algebra II | IB | B | 19 | Late assignments, Excellent essays | 100 | 59 | STEM |
19,317,495 | 18 | 9 | M | 3.79 | D | A | 52 | Algebra II | Regular | C | 18 | Focused, Late assignments | 86 | 54 | STEM |
19,317,495 | 18 | 9 | M | 3.79 | A | D | 81 | Economics | AP | A | 18 | Focused, Missing homework | 93 | 84 | Humanities |
19,317,495 | 18 | 9 | M | 3.79 | B | C | 68 | World Literature | AP | C | 11 | Focused, Late assignments | 91 | 67 | Humanities |
47,463,522 | 16 | 12 | M | 3.95 | B | D | 61 | Economics | IB | C | 17 | Focused, Strong problem solving | 90 | 53 | Humanities |
47,463,522 | 16 | 12 | M | 3.95 | C | A | 68 | Art History | Regular | B | 19 | Late assignments, Strong problem solving | 91 | 60 | Arts |
47,463,522 | 16 | 12 | M | 3.95 | A | C | 53 | Chemistry | Honors | B | 15 | Needs extra support, Excellent essays | 71 | 54 | STEM |
47,463,522 | 16 | 12 | M | 3.95 | B | A | 85 | Chemistry | AP | A | 15 | Late assignments, Excellent essays | 73 | 95 | STEM |
47,463,522 | 16 | 12 | M | 3.95 | B | B | 70 | Economics | IB | B | 18 | Strong problem solving, Great collaborator | 71 | 62 | Humanities |
47,463,522 | 16 | 12 | M | 3.95 | C | D | 81 | Chemistry | Honors | B | 18 | Excellent essays, Late assignments | 89 | 82 | STEM |
47,463,522 | 16 | 12 | M | 3.95 | B | D | 55 | Biology | Honors | B | 12 | Excellent essays, Focused | 73 | 50 | STEM |
47,463,522 | 16 | 12 | M | 3.95 | A | B | 81 | Spanish II | AP | A | 18 | Focused, Great collaborator | 83 | 88 | Language |
47,463,522 | 16 | 12 | M | 3.95 | D | C | 76 | U.S History | Regular | C | 20 | Focused, Great collaborator | 76 | 68 | Humanities |
47,463,522 | 16 | 12 | M | 3.95 | B | C | 76 | Algebra II | IB | C | 20 | Missing homework, Late assignments | 88 | 82 | STEM |
57,130,035 | 18 | 12 | F | 3.13 | B | C | 64 | Spanish II | Regular | B | 14 | Focused, Distracted | 81 | 63 | Language |
57,130,035 | 18 | 12 | F | 3.13 | B | B | 95 | Economics | IB | A | 12 | Great collaborator, Distracted | 77 | 88 | Humanities |
57,130,035 | 18 | 12 | F | 3.13 | C | B | 78 | Algebra II | IB | B | 12 | Late assignments, Excellent essays | 92 | 69 | STEM |
57,130,035 | 18 | 12 | F | 3.13 | C | B | 73 | Chemistry | Regular | C | 12 | Excellent essays, Focused | 99 | 63 | STEM |
57,130,035 | 18 | 12 | F | 3.13 | D | B | 79 | Art History | IB | A | 10 | Missing homework, Needs extra support | 92 | 78 | Arts |
57,130,035 | 18 | 12 | F | 3.13 | C | B | 86 | Economics | Regular | B | 11 | Needs extra support, Focused | 74 | 93 | Humanities |
57,130,035 | 18 | 12 | F | 3.13 | C | A | 75 | Biology | AP | B | 15 | Distracted, Great collaborator | 71 | 84 | STEM |
57,130,035 | 18 | 12 | F | 3.13 | B | C | 62 | World Literature | Honors | A | 18 | Needs extra support, Missing homework | 91 | 54 | Humanities |
57,130,035 | 18 | 12 | F | 3.13 | B | D | 70 | Art History | Honors | C | 15 | Strong problem solving, Distracted | 92 | 73 | Arts |
57,130,035 | 18 | 12 | F | 3.13 | D | C | 50 | Chemistry | IB | B | 15 | Excellent essays, Late assignments | 97 | 57 | STEM |
96,098,221 | 15 | 10 | F | 3.48 | D | C | 60 | Art History | Regular | C | 16 | Great collaborator, Strong problem solving | 88 | 69 | Arts |
96,098,221 | 15 | 10 | F | 3.48 | B | B | 69 | Biology | Regular | C | 15 | Distracted, Excellent essays | 94 | 71 | STEM |
96,098,221 | 15 | 10 | F | 3.48 | A | D | 90 | Biology | IB | B | 12 | Needs extra support, Missing homework | 88 | 84 | STEM |
96,098,221 | 15 | 10 | F | 3.48 | B | D | 68 | World Literature | Regular | A | 14 | Excellent essays, Late assignments | 87 | 72 | Humanities |
96,098,221 | 15 | 10 | F | 3.48 | A | A | 59 | World Literature | IB | B | 20 | Needs extra support, Focused | 90 | 58 | Humanities |
96,098,221 | 15 | 10 | F | 3.48 | B | D | 94 | Art History | AP | A | 11 | Excellent essays, Late assignments | 72 | 100 | Arts |
96,098,221 | 15 | 10 | F | 3.48 | D | D | 66 | Chemistry | Regular | C | 11 | Missing homework, Excellent essays | 93 | 74 | STEM |
96,098,221 | 15 | 10 | F | 3.48 | C | B | 87 | Algebra II | Honors | A | 15 | Needs extra support, Missing homework | 74 | 88 | STEM |
96,098,221 | 15 | 10 | F | 3.48 | A | C | 73 | U.S History | Regular | C | 15 | Focused, Great collaborator | 79 | 79 | Humanities |
96,098,221 | 15 | 10 | F | 3.48 | B | B | 98 | Biology | Honors | C | 12 | Missing homework, Strong problem solving | 80 | 97 | STEM |
78,371,272 | 17 | 11 | M | 3.07 | B | A | 58 | Chemistry | IB | B | 17 | Strong problem solving, Great collaborator | 99 | 53 | STEM |
78,371,272 | 17 | 11 | M | 3.07 | B | B | 82 | Biology | AP | A | 18 | Distracted, Late assignments | 84 | 74 | STEM |
78,371,272 | 17 | 11 | M | 3.07 | B | A | 80 | Biology | IB | B | 15 | Great collaborator, Strong problem solving | 84 | 89 | STEM |
78,371,272 | 17 | 11 | M | 3.07 | B | C | 51 | Chemistry | Honors | A | 12 | Great collaborator, Missing homework | 77 | 50 | STEM |
78,371,272 | 17 | 11 | M | 3.07 | B | B | 55 | U.S History | Regular | C | 11 | Distracted, Focused | 94 | 60 | Humanities |
78,371,272 | 17 | 11 | M | 3.07 | A | B | 56 | Art History | Honors | C | 18 | Focused, Late assignments | 73 | 54 | Arts |
78,371,272 | 17 | 11 | M | 3.07 | A | C | 92 | Algebra II | Honors | A | 11 | Late assignments, Excellent essays | 98 | 88 | STEM |
78,371,272 | 17 | 11 | M | 3.07 | C | A | 55 | U.S History | AP | C | 14 | Missing homework, Great collaborator | 75 | 61 | Humanities |
78,371,272 | 17 | 11 | M | 3.07 | A | A | 87 | World Literature | Honors | C | 13 | Late assignments, Great collaborator | 75 | 94 | Humanities |
78,371,272 | 17 | 11 | M | 3.07 | A | B | 82 | Algebra II | Regular | B | 19 | Great collaborator, Late assignments | 91 | 75 | STEM |
63,643,924 | 16 | 11 | F | 2.85 | D | A | 98 | World Literature | IB | A | 17 | Distracted, Excellent essays | 74 | 100 | Humanities |
63,643,924 | 16 | 11 | F | 2.85 | C | A | 55 | Chemistry | IB | B | 11 | Strong problem solving, Great collaborator | 84 | 64 | STEM |
63,643,924 | 16 | 11 | F | 2.85 | D | B | 85 | Spanish II | Regular | B | 16 | Late assignments, Strong problem solving | 72 | 90 | Language |
63,643,924 | 16 | 11 | F | 2.85 | B | A | 93 | Chemistry | Regular | C | 11 | Strong problem solving, Late assignments | 86 | 85 | STEM |
63,643,924 | 16 | 11 | F | 2.85 | B | D | 75 | Biology | Honors | C | 12 | Distracted, Great collaborator | 76 | 75 | STEM |
63,643,924 | 16 | 11 | F | 2.85 | D | A | 64 | World Literature | Regular | C | 17 | Excellent essays, Strong problem solving | 92 | 72 | Humanities |
63,643,924 | 16 | 11 | F | 2.85 | D | C | 80 | Spanish II | Regular | B | 18 | Excellent essays, Distracted | 94 | 84 | Language |
63,643,924 | 16 | 11 | F | 2.85 | A | C | 81 | Biology | Regular | A | 20 | Great collaborator, Focused | 73 | 72 | STEM |
63,643,924 | 16 | 11 | F | 2.85 | D | A | 61 | Biology | Regular | C | 20 | Missing homework, Distracted | 79 | 70 | STEM |
63,643,924 | 16 | 11 | F | 2.85 | A | D | 100 | Biology | Regular | A | 14 | Needs extra support, Late assignments | 86 | 98 | STEM |
81,969,657 | 17 | 9 | M | 3.98 | D | D | 70 | Biology | Regular | B | 17 | Focused, Needs extra support | 75 | 77 | STEM |
81,969,657 | 17 | 9 | M | 3.98 | B | D | 77 | Spanish II | AP | B | 16 | Needs extra support, Strong problem solving | 73 | 85 | Language |
81,969,657 | 17 | 9 | M | 3.98 | D | D | 85 | Economics | AP | C | 10 | Strong problem solving, Great collaborator | 85 | 93 | Humanities |
81,969,657 | 17 | 9 | M | 3.98 | C | C | 70 | Art History | Honors | A | 19 | Focused, Distracted | 96 | 71 | Arts |
81,969,657 | 17 | 9 | M | 3.98 | A | C | 74 | Chemistry | Honors | B | 15 | Missing homework, Late assignments | 81 | 65 | STEM |
81,969,657 | 17 | 9 | M | 3.98 | B | B | 91 | World Literature | IB | C | 11 | Distracted, Strong problem solving | 79 | 84 | Humanities |
81,969,657 | 17 | 9 | M | 3.98 | B | A | 84 | Chemistry | IB | A | 17 | Strong problem solving, Excellent essays | 86 | 87 | STEM |
81,969,657 | 17 | 9 | M | 3.98 | A | D | 87 | Spanish II | Honors | B | 16 | Strong problem solving, Great collaborator | 88 | 80 | Language |
81,969,657 | 17 | 9 | M | 3.98 | A | B | 71 | Economics | Regular | C | 20 | Missing homework, Distracted | 89 | 70 | Humanities |
81,969,657 | 17 | 9 | M | 3.98 | D | B | 81 | Chemistry | Honors | C | 13 | Excellent essays, Great collaborator | 71 | 80 | STEM |
54,446,182 | 18 | 10 | M | 3.44 | C | C | 54 | Biology | Regular | B | 13 | Missing homework, Strong problem solving | 72 | 64 | STEM |
54,446,182 | 18 | 10 | M | 3.44 | C | D | 92 | Spanish II | IB | A | 16 | Strong problem solving, Great collaborator | 89 | 98 | Language |
54,446,182 | 18 | 10 | M | 3.44 | B | A | 90 | Economics | AP | C | 17 | Late assignments, Missing homework | 100 | 94 | Humanities |
54,446,182 | 18 | 10 | M | 3.44 | D | A | 83 | Spanish II | AP | B | 17 | Great collaborator, Distracted | 74 | 82 | Language |
54,446,182 | 18 | 10 | M | 3.44 | D | C | 54 | Art History | AP | B | 14 | Excellent essays, Missing homework | 75 | 52 | Arts |
54,446,182 | 18 | 10 | M | 3.44 | D | B | 57 | World Literature | AP | A | 10 | Late assignments, Strong problem solving | 96 | 56 | Humanities |
54,446,182 | 18 | 10 | M | 3.44 | D | D | 77 | Economics | Honors | A | 12 | Excellent essays, Distracted | 70 | 75 | Humanities |
54,446,182 | 18 | 10 | M | 3.44 | B | A | 96 | Spanish II | Regular | A | 10 | Distracted, Great collaborator | 89 | 95 | Language |
54,446,182 | 18 | 10 | M | 3.44 | D | C | 92 | Biology | Honors | B | 12 | Late assignments, Focused | 88 | 98 | STEM |
54,446,182 | 18 | 10 | M | 3.44 | C | D | 55 | Biology | AP | C | 11 | Missing homework, Great collaborator | 96 | 63 | STEM |
13,704,481 | 18 | 10 | F | 2.44 | B | B | 67 | Biology | Regular | B | 14 | Focused, Late assignments | 87 | 68 | STEM |
13,704,481 | 18 | 10 | F | 2.44 | C | D | 80 | Biology | AP | B | 12 | Missing homework, Late assignments | 92 | 81 | STEM |
13,704,481 | 18 | 10 | F | 2.44 | A | A | 97 | Spanish II | Honors | C | 20 | Late assignments, Great collaborator | 87 | 99 | Language |
13,704,481 | 18 | 10 | F | 2.44 | C | A | 84 | Spanish II | AP | B | 16 | Focused, Late assignments | 99 | 82 | Language |
13,704,481 | 18 | 10 | F | 2.44 | A | B | 69 | Spanish II | AP | A | 17 | Missing homework, Strong problem solving | 94 | 79 | Language |
13,704,481 | 18 | 10 | F | 2.44 | A | C | 55 | Art History | Regular | B | 16 | Missing homework, Needs extra support | 83 | 48 | Arts |
13,704,481 | 18 | 10 | F | 2.44 | C | A | 72 | U.S History | Regular | C | 18 | Missing homework, Late assignments | 92 | 62 | Humanities |
13,704,481 | 18 | 10 | F | 2.44 | B | D | 100 | Algebra II | AP | A | 16 | Late assignments, Missing homework | 79 | 100 | STEM |
13,704,481 | 18 | 10 | F | 2.44 | A | B | 65 | Biology | AP | C | 20 | Strong problem solving, Needs extra support | 100 | 65 | STEM |
13,704,481 | 18 | 10 | F | 2.44 | D | B | 66 | Economics | AP | C | 19 | Missing homework, Strong problem solving | 79 | 62 | Humanities |
25,480,907 | 15 | 12 | F | 2.36 | B | A | 51 | Art History | AP | A | 17 | Late assignments, Great collaborator | 92 | 46 | Arts |
25,480,907 | 15 | 12 | F | 2.36 | D | D | 88 | Algebra II | IB | A | 11 | Missing homework, Distracted | 100 | 96 | STEM |
25,480,907 | 15 | 12 | F | 2.36 | A | D | 99 | Biology | Regular | C | 17 | Distracted, Needs extra support | 92 | 95 | STEM |
25,480,907 | 15 | 12 | F | 2.36 | C | C | 97 | World Literature | Regular | B | 12 | Strong problem solving, Needs extra support | 76 | 100 | Humanities |
25,480,907 | 15 | 12 | F | 2.36 | C | B | 76 | World Literature | AP | B | 12 | Focused, Great collaborator | 78 | 73 | Humanities |
25,480,907 | 15 | 12 | F | 2.36 | B | C | 87 | Economics | Regular | A | 10 | Needs extra support, Distracted | 97 | 87 | Humanities |
25,480,907 | 15 | 12 | F | 2.36 | B | D | 95 | Art History | Regular | C | 19 | Excellent essays, Focused | 73 | 100 | Arts |
25,480,907 | 15 | 12 | F | 2.36 | A | C | 65 | Algebra II | Regular | B | 19 | Focused, Needs extra support | 78 | 71 | STEM |
25,480,907 | 15 | 12 | F | 2.36 | C | D | 92 | Art History | IB | A | 18 | Focused, Excellent essays | 75 | 90 | Arts |
25,480,907 | 15 | 12 | F | 2.36 | D | C | 79 | U.S History | AP | A | 15 | Strong problem solving, Distracted | 78 | 72 | Humanities |
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