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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
56,930,359 | 17 | 12 | M | 3.96 | C | D | 88 | Biology | Honors | A | 13 | Needs extra support, Excellent essays | 99 | 78 | STEM |
56,930,359 | 17 | 12 | M | 3.96 | B | C | 71 | Algebra II | Regular | B | 12 | Focused, Great collaborator | 91 | 72 | STEM |
56,930,359 | 17 | 12 | M | 3.96 | C | B | 82 | Chemistry | IB | A | 20 | Excellent essays, Late assignments | 98 | 72 | STEM |
56,930,359 | 17 | 12 | M | 3.96 | B | B | 71 | Spanish II | Regular | C | 12 | Distracted, Missing homework | 82 | 77 | Language |
56,930,359 | 17 | 12 | M | 3.96 | D | B | 86 | World Literature | AP | B | 14 | Missing homework, Late assignments | 87 | 80 | Humanities |
56,930,359 | 17 | 12 | M | 3.96 | B | B | 58 | World Literature | IB | C | 18 | Great collaborator, Late assignments | 99 | 52 | Humanities |
56,930,359 | 17 | 12 | M | 3.96 | C | A | 85 | U.S History | Honors | A | 15 | Great collaborator, Missing homework | 70 | 85 | Humanities |
56,930,359 | 17 | 12 | M | 3.96 | D | C | 78 | Art History | IB | A | 13 | Distracted, Needs extra support | 75 | 68 | Arts |
56,930,359 | 17 | 12 | M | 3.96 | B | B | 64 | Spanish II | Honors | B | 11 | Needs extra support, Distracted | 86 | 73 | Language |
56,930,359 | 17 | 12 | M | 3.96 | C | B | 74 | Economics | Regular | B | 12 | Great collaborator, Distracted | 77 | 65 | Humanities |
50,962,024 | 18 | 9 | F | 3.9 | B | B | 54 | World Literature | AP | B | 19 | Needs extra support, Missing homework | 80 | 58 | Humanities |
50,962,024 | 18 | 9 | F | 3.9 | D | D | 99 | World Literature | Honors | C | 16 | Missing homework, Late assignments | 89 | 100 | Humanities |
50,962,024 | 18 | 9 | F | 3.9 | A | D | 79 | Algebra II | Honors | A | 18 | Strong problem solving, Missing homework | 71 | 86 | STEM |
50,962,024 | 18 | 9 | F | 3.9 | A | B | 68 | Art History | Regular | B | 14 | Excellent essays, Late assignments | 75 | 71 | Arts |
50,962,024 | 18 | 9 | F | 3.9 | A | B | 79 | Spanish II | Regular | A | 18 | Distracted, Needs extra support | 94 | 87 | Language |
50,962,024 | 18 | 9 | F | 3.9 | D | D | 70 | U.S History | Regular | A | 12 | Needs extra support, Excellent essays | 98 | 66 | Humanities |
50,962,024 | 18 | 9 | F | 3.9 | A | C | 70 | Economics | AP | C | 11 | Distracted, Focused | 92 | 74 | Humanities |
50,962,024 | 18 | 9 | F | 3.9 | A | D | 96 | Chemistry | AP | B | 18 | Strong problem solving, Focused | 94 | 91 | STEM |
50,962,024 | 18 | 9 | F | 3.9 | B | B | 59 | Chemistry | AP | C | 10 | Strong problem solving, Great collaborator | 79 | 63 | STEM |
50,962,024 | 18 | 9 | F | 3.9 | B | A | 58 | Spanish II | AP | A | 19 | Excellent essays, Focused | 84 | 63 | Language |
40,547,349 | 18 | 9 | F | 2.48 | D | D | 78 | Economics | Honors | C | 19 | Focused, Distracted | 98 | 85 | Humanities |
40,547,349 | 18 | 9 | F | 2.48 | B | A | 61 | Spanish II | AP | A | 20 | Missing homework, Focused | 74 | 52 | Language |
40,547,349 | 18 | 9 | F | 2.48 | C | A | 53 | Spanish II | Honors | B | 12 | Great collaborator, Missing homework | 79 | 62 | Language |
40,547,349 | 18 | 9 | F | 2.48 | D | C | 52 | U.S History | Honors | B | 15 | Missing homework, Late assignments | 96 | 44 | Humanities |
40,547,349 | 18 | 9 | F | 2.48 | A | C | 80 | Art History | AP | A | 14 | Missing homework, Excellent essays | 83 | 86 | Arts |
40,547,349 | 18 | 9 | F | 2.48 | B | A | 56 | World Literature | Honors | B | 19 | Excellent essays, Late assignments | 89 | 56 | Humanities |
40,547,349 | 18 | 9 | F | 2.48 | C | B | 89 | Spanish II | Regular | C | 20 | Needs extra support, Late assignments | 95 | 84 | Language |
40,547,349 | 18 | 9 | F | 2.48 | C | B | 50 | World Literature | Honors | A | 17 | Distracted, Missing homework | 97 | 46 | Humanities |
40,547,349 | 18 | 9 | F | 2.48 | D | A | 71 | Art History | IB | C | 20 | Late assignments, Focused | 90 | 67 | Arts |
40,547,349 | 18 | 9 | F | 2.48 | C | A | 69 | Spanish II | IB | C | 18 | Missing homework, Strong problem solving | 70 | 62 | Language |
39,920,292 | 17 | 11 | F | 3.45 | B | B | 71 | Algebra II | IB | C | 17 | Needs extra support, Strong problem solving | 71 | 81 | STEM |
39,920,292 | 17 | 11 | F | 3.45 | D | B | 90 | U.S History | Regular | C | 15 | Needs extra support, Strong problem solving | 96 | 93 | Humanities |
39,920,292 | 17 | 11 | F | 3.45 | C | C | 85 | Algebra II | Honors | A | 19 | Missing homework, Strong problem solving | 99 | 86 | STEM |
39,920,292 | 17 | 11 | F | 3.45 | B | C | 51 | Biology | IB | B | 20 | Great collaborator, Excellent essays | 89 | 53 | STEM |
39,920,292 | 17 | 11 | F | 3.45 | A | C | 95 | U.S History | IB | C | 10 | Excellent essays, Late assignments | 72 | 100 | Humanities |
39,920,292 | 17 | 11 | F | 3.45 | C | D | 69 | World Literature | AP | C | 14 | Great collaborator, Focused | 81 | 60 | Humanities |
39,920,292 | 17 | 11 | F | 3.45 | A | D | 82 | World Literature | Honors | B | 18 | Great collaborator, Distracted | 80 | 87 | Humanities |
39,920,292 | 17 | 11 | F | 3.45 | C | B | 99 | Spanish II | Honors | C | 20 | Great collaborator, Distracted | 93 | 90 | Language |
39,920,292 | 17 | 11 | F | 3.45 | D | A | 50 | Economics | IB | A | 20 | Distracted, Great collaborator | 84 | 41 | Humanities |
39,920,292 | 17 | 11 | F | 3.45 | C | A | 86 | Biology | IB | C | 13 | Missing homework, Distracted | 76 | 85 | STEM |
13,176,186 | 17 | 11 | F | 3.34 | B | B | 67 | Spanish II | Honors | A | 19 | Distracted, Needs extra support | 87 | 68 | Language |
13,176,186 | 17 | 11 | F | 3.34 | C | B | 95 | Chemistry | IB | C | 13 | Great collaborator, Focused | 79 | 100 | STEM |
13,176,186 | 17 | 11 | F | 3.34 | D | A | 58 | Chemistry | Honors | B | 20 | Focused, Needs extra support | 82 | 49 | STEM |
13,176,186 | 17 | 11 | F | 3.34 | D | D | 61 | Biology | Regular | C | 15 | Excellent essays, Great collaborator | 96 | 57 | STEM |
13,176,186 | 17 | 11 | F | 3.34 | D | B | 55 | Biology | Regular | A | 17 | Excellent essays, Missing homework | 90 | 59 | STEM |
13,176,186 | 17 | 11 | F | 3.34 | B | B | 59 | Economics | IB | B | 16 | Great collaborator, Missing homework | 99 | 59 | Humanities |
13,176,186 | 17 | 11 | F | 3.34 | D | D | 51 | Chemistry | Honors | B | 11 | Missing homework, Late assignments | 84 | 46 | STEM |
13,176,186 | 17 | 11 | F | 3.34 | C | B | 82 | Spanish II | Honors | B | 11 | Missing homework, Excellent essays | 90 | 74 | Language |
13,176,186 | 17 | 11 | F | 3.34 | D | D | 87 | Spanish II | Regular | A | 19 | Late assignments, Excellent essays | 75 | 92 | Language |
13,176,186 | 17 | 11 | F | 3.34 | A | C | 63 | Art History | Regular | B | 19 | Missing homework, Excellent essays | 92 | 60 | Arts |
98,588,154 | 16 | 9 | F | 2.23 | C | A | 78 | Economics | AP | B | 16 | Distracted, Excellent essays | 73 | 87 | Humanities |
98,588,154 | 16 | 9 | F | 2.23 | C | D | 91 | Art History | Honors | A | 13 | Great collaborator, Excellent essays | 98 | 100 | Arts |
98,588,154 | 16 | 9 | F | 2.23 | B | B | 78 | Algebra II | IB | B | 19 | Needs extra support, Distracted | 76 | 78 | STEM |
98,588,154 | 16 | 9 | F | 2.23 | C | D | 95 | Spanish II | IB | A | 19 | Focused, Excellent essays | 86 | 97 | Language |
98,588,154 | 16 | 9 | F | 2.23 | C | A | 73 | U.S History | Honors | A | 18 | Missing homework, Focused | 97 | 72 | Humanities |
98,588,154 | 16 | 9 | F | 2.23 | B | D | 94 | Algebra II | Regular | C | 15 | Strong problem solving, Late assignments | 82 | 97 | STEM |
98,588,154 | 16 | 9 | F | 2.23 | B | D | 58 | World Literature | AP | C | 16 | Missing homework, Strong problem solving | 83 | 52 | Humanities |
98,588,154 | 16 | 9 | F | 2.23 | B | B | 50 | Spanish II | Honors | C | 10 | Great collaborator, Missing homework | 98 | 55 | Language |
98,588,154 | 16 | 9 | F | 2.23 | B | A | 58 | Art History | Regular | B | 19 | Strong problem solving, Excellent essays | 75 | 62 | Arts |
98,588,154 | 16 | 9 | F | 2.23 | D | D | 72 | Art History | AP | A | 16 | Focused, Excellent essays | 85 | 69 | Arts |
35,921,441 | 17 | 12 | F | 2.07 | D | C | 57 | Algebra II | Regular | C | 11 | Great collaborator, Missing homework | 93 | 63 | STEM |
35,921,441 | 17 | 12 | F | 2.07 | D | A | 83 | Spanish II | Honors | A | 17 | Distracted, Missing homework | 90 | 90 | Language |
35,921,441 | 17 | 12 | F | 2.07 | A | C | 84 | Spanish II | Honors | B | 17 | Needs extra support, Excellent essays | 93 | 84 | Language |
35,921,441 | 17 | 12 | F | 2.07 | C | C | 68 | Art History | AP | A | 19 | Excellent essays, Missing homework | 95 | 76 | Arts |
35,921,441 | 17 | 12 | F | 2.07 | A | D | 87 | Spanish II | AP | C | 10 | Excellent essays, Strong problem solving | 93 | 96 | Language |
35,921,441 | 17 | 12 | F | 2.07 | C | D | 55 | Algebra II | AP | C | 11 | Excellent essays, Great collaborator | 74 | 64 | STEM |
35,921,441 | 17 | 12 | F | 2.07 | C | C | 50 | Spanish II | Honors | C | 12 | Great collaborator, Missing homework | 84 | 51 | Language |
35,921,441 | 17 | 12 | F | 2.07 | C | B | 81 | U.S History | AP | C | 10 | Missing homework, Focused | 100 | 75 | Humanities |
35,921,441 | 17 | 12 | F | 2.07 | D | D | 99 | U.S History | Regular | A | 20 | Needs extra support, Missing homework | 90 | 94 | Humanities |
35,921,441 | 17 | 12 | F | 2.07 | C | A | 91 | World Literature | IB | A | 10 | Great collaborator, Late assignments | 82 | 96 | Humanities |
63,481,198 | 17 | 12 | M | 2.76 | D | C | 59 | Art History | Regular | A | 14 | Needs extra support, Late assignments | 91 | 59 | Arts |
63,481,198 | 17 | 12 | M | 2.76 | A | C | 77 | Algebra II | IB | B | 14 | Excellent essays, Strong problem solving | 73 | 75 | STEM |
63,481,198 | 17 | 12 | M | 2.76 | D | B | 96 | Art History | AP | C | 15 | Great collaborator, Needs extra support | 87 | 86 | Arts |
63,481,198 | 17 | 12 | M | 2.76 | A | A | 76 | Algebra II | Honors | C | 11 | Needs extra support, Great collaborator | 77 | 75 | STEM |
63,481,198 | 17 | 12 | M | 2.76 | B | A | 51 | Spanish II | Honors | A | 19 | Late assignments, Excellent essays | 90 | 44 | Language |
63,481,198 | 17 | 12 | M | 2.76 | A | B | 74 | Biology | AP | A | 12 | Excellent essays, Great collaborator | 84 | 66 | STEM |
63,481,198 | 17 | 12 | M | 2.76 | C | D | 94 | Economics | IB | B | 12 | Distracted, Great collaborator | 94 | 85 | Humanities |
63,481,198 | 17 | 12 | M | 2.76 | D | C | 53 | Art History | IB | B | 12 | Needs extra support, Focused | 85 | 49 | Arts |
63,481,198 | 17 | 12 | M | 2.76 | B | D | 56 | Art History | AP | C | 16 | Late assignments, Excellent essays | 90 | 49 | Arts |
63,481,198 | 17 | 12 | M | 2.76 | C | A | 52 | Economics | Honors | A | 19 | Excellent essays, Strong problem solving | 84 | 42 | Humanities |
54,058,573 | 18 | 10 | M | 3.87 | C | B | 94 | Art History | IB | B | 19 | Focused, Excellent essays | 92 | 99 | Arts |
54,058,573 | 18 | 10 | M | 3.87 | D | D | 96 | Economics | Honors | C | 13 | Focused, Late assignments | 100 | 100 | Humanities |
54,058,573 | 18 | 10 | M | 3.87 | C | C | 93 | Biology | IB | B | 10 | Distracted, Great collaborator | 87 | 93 | STEM |
54,058,573 | 18 | 10 | M | 3.87 | D | C | 91 | Biology | AP | A | 18 | Focused, Late assignments | 91 | 87 | STEM |
54,058,573 | 18 | 10 | M | 3.87 | D | A | 90 | Spanish II | IB | B | 11 | Needs extra support, Missing homework | 76 | 84 | Language |
54,058,573 | 18 | 10 | M | 3.87 | B | A | 96 | Algebra II | AP | B | 16 | Distracted, Strong problem solving | 87 | 100 | STEM |
54,058,573 | 18 | 10 | M | 3.87 | D | D | 51 | Spanish II | Honors | B | 10 | Missing homework, Strong problem solving | 93 | 42 | Language |
54,058,573 | 18 | 10 | M | 3.87 | A | B | 91 | Art History | Regular | C | 18 | Great collaborator, Missing homework | 88 | 88 | Arts |
54,058,573 | 18 | 10 | M | 3.87 | A | B | 81 | Biology | Honors | B | 19 | Focused, Distracted | 92 | 91 | STEM |
54,058,573 | 18 | 10 | M | 3.87 | A | B | 90 | U.S History | Honors | B | 11 | Needs extra support, Excellent essays | 75 | 98 | Humanities |
47,393,469 | 15 | 9 | M | 2.99 | A | B | 77 | World Literature | IB | C | 20 | Strong problem solving, Great collaborator | 73 | 85 | Humanities |
47,393,469 | 15 | 9 | M | 2.99 | C | B | 98 | U.S History | Honors | C | 12 | Missing homework, Focused | 73 | 96 | Humanities |
47,393,469 | 15 | 9 | M | 2.99 | D | B | 94 | U.S History | IB | C | 12 | Needs extra support, Distracted | 99 | 100 | Humanities |
47,393,469 | 15 | 9 | M | 2.99 | B | A | 100 | Algebra II | Regular | A | 10 | Needs extra support, Focused | 70 | 90 | STEM |
47,393,469 | 15 | 9 | M | 2.99 | A | C | 76 | U.S History | Regular | C | 12 | Late assignments, Distracted | 90 | 74 | Humanities |
47,393,469 | 15 | 9 | M | 2.99 | D | B | 61 | Economics | Honors | C | 12 | Needs extra support, Excellent essays | 100 | 53 | Humanities |
47,393,469 | 15 | 9 | M | 2.99 | C | D | 50 | Spanish II | AP | A | 11 | Distracted, Excellent essays | 81 | 57 | Language |
47,393,469 | 15 | 9 | M | 2.99 | D | B | 67 | World Literature | Honors | A | 11 | Great collaborator, Missing homework | 97 | 72 | Humanities |
47,393,469 | 15 | 9 | M | 2.99 | B | B | 92 | Economics | Honors | A | 20 | Missing homework, Great collaborator | 76 | 95 | Humanities |
47,393,469 | 15 | 9 | M | 2.99 | C | D | 52 | Spanish II | Honors | C | 10 | Great collaborator, Distracted | 95 | 42 | Language |
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