| age,Medu,Fedu,traveltime,studytime,failures,famrel,freetime,goout,Dalc,Walc,health,absences,G1,G2,G3 | |
| 15,4,3,1,2,0,5,2,2,1,1,5,8,8,8,6 | |
| 18,2,1,4,2,0,4,3,2,4,5,3,14,10,8,9 | |
| 18,4,3,2,1,0,4,2,3,1,2,1,8,10,11,10 | |
| 15,2,3,1,1,0,3,2,2,1,3,3,2,10,12,12 | |
| 15,4,4,1,2,0,4,3,3,1,1,5,2,19,18,18 | |
| 17,2,2,1,2,0,4,2,2,1,1,3,12,11,9,9 | |
| 16,1,1,2,2,0,3,4,2,1,1,5,18,9,7,6 | |
| 17,1,2,1,1,0,3,5,5,1,3,1,14,6,5,5 | |
| 15,2,2,1,4,0,4,3,4,1,1,4,6,11,13,14 | |
| 17,3,3,1,1,0,4,3,5,3,5,5,3,14,15,16 | |
| 17,1,1,1,2,0,5,3,3,1,1,3,0,8,8,9 | |
| 15,3,2,1,2,0,4,2,2,1,1,1,0,16,18,19 | |
| 15,2,1,3,3,0,5,2,2,1,1,4,4,10,12,12 | |
| 18,2,1,2,2,0,4,3,5,1,2,3,0,6,0,0 | |
| 18,1,1,2,3,0,5,3,2,1,1,4,0,18,16,16 | |
| 19,1,1,3,2,3,5,4,4,3,3,2,8,8,7,8 | |
| 19,3,2,2,2,1,4,2,2,1,2,1,22,13,10,11 | |
| 16,1,1,1,1,0,3,4,4,3,3,1,2,14,14,13 | |
| 16,1,2,2,1,1,4,4,4,2,4,5,0,7,0,0 | |
| 19,3,2,2,2,2,3,2,2,1,1,3,4,7,7,9 | |
| 18,1,1,2,2,0,4,4,3,1,1,3,2,11,11,11 | |
| 15,4,3,2,4,0,2,2,2,1,1,3,0,7,9,0 | |
| 15,4,4,2,1,0,4,3,2,1,1,5,0,16,16,15 | |
| 19,4,4,2,1,1,4,3,4,1,1,4,38,8,9,8 | |
| 17,3,3,1,3,0,3,2,3,1,1,4,4,10,9,9 | |
| 17,4,3,1,2,0,5,2,3,1,1,2,4,10,10,11 | |
| 18,3,2,2,1,1,4,4,5,2,4,5,0,6,8,8 | |
| 17,4,3,1,3,0,4,2,2,1,2,3,0,15,15,15 | |
| 17,4,4,2,3,0,4,3,3,1,2,4,4,14,14,14 | |
| 18,4,3,1,2,0,4,3,2,1,1,3,2,8,8,8 | |
| 15,3,3,1,4,0,4,3,3,1,1,4,10,10,11,11 | |
| 16,3,3,1,3,1,4,1,2,1,1,2,0,7,10,10 | |
| 16,2,1,1,2,0,5,3,4,1,1,2,8,8,9,10 | |
| 17,2,1,3,2,0,2,1,1,1,1,3,2,13,11,11 | |
| 16,4,3,1,2,0,5,4,2,1,2,5,10,15,15,15 | |
| 17,4,2,2,3,0,4,3,3,1,1,3,0,15,12,14 | |
| 15,2,2,2,2,0,4,1,3,1,3,4,2,8,9,8 | |
| 16,2,1,1,1,1,4,4,4,3,5,5,6,12,13,14 | |
| 16,2,2,1,2,0,4,3,5,2,4,4,4,10,10,10 | |
| 16,3,1,1,2,0,3,3,3,2,3,2,4,7,6,6 | |
| 16,2,2,2,2,0,3,4,4,1,4,5,2,13,13,11 | |
| 15,3,4,1,2,0,5,5,1,1,1,5,0,14,15,15 | |
| 18,4,4,2,2,0,4,3,4,1,1,3,6,5,6,6 | |
| 17,3,2,1,4,0,5,2,2,1,2,5,0,17,17,18 | |
| 15,4,3,1,2,0,4,4,4,2,4,2,0,10,10,10 | |
| 17,4,4,1,3,0,5,4,4,1,3,4,7,10,9,9 | |
| 15,2,2,1,4,0,5,1,2,1,1,3,8,7,8,8 | |
| 16,3,4,1,2,0,5,3,3,1,1,5,4,11,11,11 | |
| 17,3,3,1,1,0,4,4,3,1,3,5,4,14,12,11 | |
| 16,4,4,2,3,0,2,4,3,1,1,5,7,15,16,15 | |
| 16,2,2,3,1,0,4,2,2,1,2,3,2,17,15,15 | |
| 18,4,4,3,1,0,4,4,3,2,2,5,7,6,5,6 | |
| 15,1,1,2,4,1,3,1,2,1,1,1,2,7,10,10 | |
| 17,2,1,2,3,0,3,2,3,1,2,3,10,12,10,12 | |
| 16,4,4,1,2,0,4,4,5,5,5,5,16,10,12,11 | |
| 16,4,3,1,3,0,5,3,5,1,1,3,0,7,9,8 | |
| 16,3,1,1,4,0,4,3,3,1,2,5,4,7,7,6 | |
| 16,4,4,1,1,0,3,3,2,2,1,5,0,7,6,0 | |
| 17,3,3,1,2,0,3,3,3,1,3,3,6,8,7,9 | |
| 16,2,2,1,2,0,4,4,4,1,1,3,0,12,12,11 | |
| 16,1,3,1,2,3,4,3,5,1,1,3,0,8,7,0 | |
| 17,1,2,1,2,0,3,1,3,1,5,3,4,8,9,10 | |
| 18,2,2,1,3,0,4,3,3,1,1,3,0,9,10,0 | |
| 17,1,1,3,1,1,5,2,1,1,2,1,0,7,6,0 | |
| 18,3,1,1,2,0,4,3,4,1,1,1,0,7,9,8 | |
| 17,4,3,1,2,0,5,2,2,1,2,5,23,13,13,13 | |
| 17,3,2,1,2,0,4,3,3,2,3,2,4,9,10,10 | |
| 16,4,4,1,2,0,5,4,4,1,2,5,2,15,15,16 | |
| 20,4,2,2,3,2,5,4,3,1,1,3,4,15,14,15 | |
| 22,3,1,1,1,3,5,4,5,5,5,1,16,6,8,8 | |
| 17,3,3,1,2,0,4,3,4,2,3,4,12,12,12,11 | |
| 16,3,2,1,2,0,1,2,2,1,2,1,14,12,13,12 | |
| 19,1,1,1,2,1,4,4,3,1,3,3,18,12,10,10 | |
| 17,1,1,1,2,0,4,3,3,1,2,4,2,12,10,11 | |
| 17,4,4,1,2,0,4,5,5,1,3,2,14,11,9,9 | |
| 15,3,4,1,2,0,5,4,4,1,1,1,0,16,18,18 | |
| 15,4,4,4,4,0,1,3,5,3,5,1,6,10,13,13 | |
| 15,4,2,1,4,0,3,3,3,1,1,3,0,10,10,10 | |
| 15,3,4,4,2,0,5,3,3,1,1,5,0,9,0,0 | |