StudentPerformance1.xlsx
Sample
| ID | Gender | Ethnic Group | Parent Education | Lunch Status | TestPrep | Math | Reading | Writing |
| 10 | female | group B | high school | free/reduced | none | 38 | 60 | 50 |
| 15 | female | group A | master's degree | standard | none | 50 | 53 | 58 |
| 20 | female | group C | associate's degree | free/reduced | none | 54 | 58 | 61 |
| 30 | female | group D | master's degree | standard | none | 62 | 70 | 75 |
| 38 | female | group D | some high school | free/reduced | none | 50 | 64 | 59 |
| 46 | male | group B | associate's degree | standard | none | 65 | 54 | 57 |
| 55 | female | group C | some high school | free/reduced | completed | 71 | 84 | 87 |
| 56 | female | group C | high school | free/reduced | none | 33 | 41 | 43 |
| 57 | female | group E | associate's degree | standard | completed | 82 | 85 | 86 |
| 61 | male | group E | bachelor's degree | free/reduced | completed | 79 | 74 | 72 |
| 63 | male | group A | associate's degree | free/reduced | none | 62 | 61 | 55 |
| 64 | female | group C | associate's degree | standard | none | 69 | 80 | 71 |
| 71 | female | group D | some college | free/reduced | completed | 58 | 63 | 73 |
| 76 | male | group B | associate's degree | free/reduced | none | 44 | 41 | 38 |
| 78 | male | group A | bachelor's degree | standard | completed | 80 | 78 | 81 |
| 79 | female | group D | some high school | standard | completed | 61 | 74 | 72 |
| 81 | female | group B | associate's degree | standard | none | 47 | 49 | 50 |
| 88 | female | group D | associate's degree | standard | none | 71 | 71 | 74 |
| 103 | female | group D | associate's degree | standard | none | 85 | 91 | 89 |
| 107 | female | group D | master's degree | standard | none | 87 | 100 | 100 |
| 109 | female | group B | associate's degree | free/reduced | none | 52 | 76 | 70 |
| 113 | male | group A | associate's degree | standard | none | 54 | 53 | 47 |
| 117 | female | group B | bachelor's degree | free/reduced | none | 75 | 85 | 82 |
| 121 | female | group C | bachelor's degree | standard | completed | 79 | 92 | 89 |
| 131 | male | group D | master's degree | standard | none | 89 | 84 | 82 |
| 137 | male | group B | some high school | standard | completed | 51 | 54 | 41 |
| 150 | male | group E | associate's degree | free/reduced | completed | 100 | 100 | 93 |
| 155 | male | group D | some high school | standard | none | 62 | 67 | 61 |
| 157 | female | group E | high school | free/reduced | completed | 66 | 74 | 78 |
| 158 | male | group B | some college | free/reduced | none | 60 | 60 | 60 |
| 163 | male | group B | master's degree | free/reduced | none | 49 | 53 | 52 |
| 165 | female | group E | master's degree | standard | none | 81 | 92 | 91 |
| 169 | female | group B | high school | standard | completed | 68 | 83 | 78 |
| 174 | female | group C | associate's degree | standard | none | 63 | 67 | 70 |
| 178 | female | group C | associate's degree | standard | completed | 71 | 77 | 77 |
| 187 | male | group E | high school | standard | none | 80 | 76 | 65 |
| 189 | male | group B | some high school | free/reduced | none | 48 | 52 | 45 |
| 208 | male | group E | high school | standard | completed | 81 | 80 | 76 |
| 221 | female | group D | high school | standard | completed | 56 | 68 | 74 |
| 224 | male | group D | some high school | standard | none | 86 | 80 | 75 |
| 226 | female | group E | master's degree | free/reduced | none | 45 | 56 | 54 |
| 236 | male | group D | associate's degree | standard | none | 80 | 75 | 77 |
| 249 | female | group B | high school | standard | none | 65 | 64 | 62 |
| 278 | female | group E | high school | standard | completed | 59 | 63 | 75 |
| 281 | male | group D | high school | standard | none | 53 | 52 | 42 |
| 288 | female | group B | some high school | standard | none | 67 | 89 | 82 |
| 292 | male | group D | some high school | standard | none | 86 | 73 | 70 |
| 294 | female | group E | bachelor's degree | standard | none | 65 | 73 | 75 |
| 300 | male | group D | associate's degree | free/reduced | none | 90 | 87 | 75 |
| 305 | female | group C | associate's degree | standard | completed | 74 | 75 | 83 |
| 312 | male | group B | bachelor's degree | standard | none | 66 | 60 | 57 |
| 314 | female | group C | associate's degree | free/reduced | completed | 68 | 67 | 69 |
| 315 | female | group C | bachelor's degree | standard | completed | 59 | 64 | 75 |
| 321 | female | group C | high school | free/reduced | completed | 67 | 79 | 84 |
| 326 | female | group C | some college | standard | none | 82 | 90 | 94 |
| 330 | female | group B | some high school | standard | none | 41 | 55 | 51 |
| 340 | female | group D | some high school | free/reduced | completed | 35 | 55 | 60 |
| 359 | male | group D | some college | free/reduced | none | 59 | 62 | 61 |
| 376 | male | group E | associate's degree | free/reduced | none | 46 | 43 | 41 |
| 381 | female | group B | associate's degree | standard | none | 80 | 86 | 83 |
| 390 | male | group D | master's degree | standard | none | 73 | 70 | 75 |
| 396 | male | group A | high school | free/reduced | none | 48 | 45 | 41 |
| 412 | male | group E | some college | standard | completed | 84 | 83 | 78 |
| 414 | male | group B | some high school | standard | completed | 63 | 67 | 67 |
| 429 | male | group A | some high school | free/reduced | none | 65 | 59 | 53 |
| 441 | female | group C | some college | standard | completed | 67 | 81 | 79 |
| 443 | female | group A | some high school | free/reduced | none | 59 | 73 | 69 |
| 454 | male | group C | some college | free/reduced | none | 65 | 58 | 49 |
| 461 | male | group C | bachelor's degree | free/reduced | none | 53 | 58 | 55 |
| 468 | male | group A | high school | free/reduced | completed | 72 | 67 | 65 |
| 477 | male | group E | bachelor's degree | standard | completed | 76 | 62 | 66 |
| 479 | female | group D | master's degree | standard | none | 55 | 64 | 70 |
| 497 | female | group C | some college | standard | none | 54 | 48 | 52 |
| 514 | female | group B | some high school | standard | completed | 54 | 61 | 62 |
| 547 | female | group A | some high school | standard | completed | 92 | 100 | 97 |
| 561 | female | group D | some college | standard | completed | 74 | 75 | 79 |
| 586 | female | group C | associate's degree | standard | none | 65 | 76 | 76 |
| 589 | female | group C | some college | standard | none | 54 | 64 | 65 |
| 590 | female | group A | some high school | standard | none | 48 | 66 | 65 |
| 599 | female | group D | high school | standard | none | 69 | 77 | 73 |
| 602 | female | group C | high school | standard | none | 29 | 29 | 30 |
| 607 | female | group C | associate's degree | standard | none | 85 | 84 | 82 |
| 621 | female | group C | high school | free/reduced | none | 35 | 61 | 54 |
| 632 | male | group B | high school | standard | none | 79 | 60 | 65 |
| 677 | female | group E | some college | standard | completed | 73 | 78 | 76 |
| 686 | female | group E | master's degree | standard | completed | 94 | 99 | 100 |
| 694 | female | group D | associate's degree | standard | none | 77 | 77 | 73 |
| 717 | male | group C | associate's degree | standard | completed | 73 | 78 | 72 |
| 729 | female | group D | high school | free/reduced | none | 73 | 92 | 84 |
| 731 | female | group B | associate's degree | free/reduced | completed | 68 | 77 | 80 |
| 736 | male | group C | master's degree | standard | none | 67 | 57 | 59 |
| 749 | female | group C | bachelor's degree | free/reduced | none | 50 | 60 | 59 |
| 750 | male | group B | some college | standard | completed | 87 | 84 | 86 |
| 781 | female | group D | associate's degree | free/reduced | none | 46 | 56 | 57 |
| 787 | female | group E | some high school | free/reduced | none | 72 | 79 | 77 |
| 794 | male | group E | some high school | standard | completed | 89 | 84 | 77 |
| 803 | female | group E | associate's degree | standard | none | 87 | 94 | 95 |
| 811 | male | group A | some high school | standard | none | 51 | 31 | 36 |
| 814 | male | group E | some high school | standard | completed | 87 | 84 | 76 |
| 820 | female | group C | some high school | standard | none | 77 | 91 | 88 |
| 841 | female | group D | high school | free/reduced | none | 39 | 52 | 46 |
| 844 | male | group B | some college | free/reduced | completed | 74 | 77 | 76 |
| 845 | female | group D | some high school | free/reduced | completed | 40 | 65 | 64 |
| 847 | male | group C | master's degree | standard | completed | 91 | 85 | 85 |
| 857 | male | group B | some college | free/reduced | none | 75 | 68 | 65 |
| 858 | female | group C | bachelor's degree | standard | none | 65 | 79 | 81 |
| 859 | male | group B | high school | standard | completed | 52 | 49 | 46 |
| 864 | female | group C | some college | standard | completed | 71 | 71 | 80 |
| 876 | male | group C | some college | free/reduced | none | 80 | 64 | 66 |
| 877 | male | group D | some college | standard | none | 81 | 82 | 84 |
| 885 | female | group E | associate's degree | standard | none | 51 | 51 | 54 |
| 888 | male | group C | high school | free/reduced | none | 54 | 72 | 59 |
| 919 | female | group C | associate's degree | standard | completed | 57 | 77 | 80 |
| 925 | male | group D | high school | free/reduced | none | 74 | 70 | 69 |
| 929 | male | group E | associate's degree | free/reduced | completed | 46 | 43 | 44 |
| 931 | male | group C | some college | free/reduced | completed | 67 | 74 | 70 |
| 932 | male | group D | some college | free/reduced | none | 62 | 57 | 62 |
| 933 | male | group D | associate's degree | free/reduced | completed | 61 | 71 | 73 |
| 935 | male | group C | associate's degree | standard | completed | 98 | 87 | 90 |
| 942 | female | group D | master's degree | standard | none | 78 | 91 | 96 |
| 950 | female | group E | high school | free/reduced | completed | 57 | 75 | 73 |
| 955 | female | group C | some college | standard | none | 62 | 69 | 69 |
| 958 | female | group D | master's degree | standard | none | 92 | 100 | 100 |
| 959 | female | group D | high school | standard | none | 45 | 63 | 59 |
| 961 | female | group A | some college | standard | none | 56 | 58 | 64 |
| 969 | female | group E | associate's degree | standard | none | 68 | 76 | 67 |
| 976 | female | group C | some college | standard | completed | 64 | 82 | 77 |
| 993 | female | group D | associate's degree | free/reduced | none | 55 | 76 | 76 |