@relation 'dat'
@attribute 'school' string
@attribute 'sex' string
@attribute 'age' numeric
@attribute 'address' string
@attribute 'famsize' string
@attribute 'Pstatus' string
@attribute 'Medu' numeric
@attribute 'Fedu' numeric
@attribute 'Mjob' string
@attribute 'Fjob' string
@attribute 'reason' string
@attribute 'guardian' string
@attribute 'traveltime' numeric
@attribute 'studytime' numeric
@attribute 'failures' numeric
@attribute 'schoolsup' string
@attribute 'famsup' string
@attribute 'paid' string
@attribute 'activities' string
@attribute 'nursery' string
@attribute 'higher' string
@attribute 'internet' string
@attribute 'romantic' string
@attribute 'famrel' numeric
@attribute 'freetime' numeric
@attribute 'goout' numeric
@attribute 'Dalc' numeric
@attribute 'Walc' numeric
@attribute 'health' numeric
@attribute 'absences' numeric
@attribute 'G1' numeric
@attribute 'G2' numeric
@attribute 'G3' numeric
@data
"GP","F",18,"U","GT3","A",4,4,"at_home","teacher","course","mother",2,2,0,"yes","no","no","no","yes","yes","no","no",4,3,4,1,1,3,4,0,11,11
"GP","F",17,"U","GT3","T",1,1,"at_home","other","course","father",1,2,0,"no","yes","no","no","no","yes","yes","no",5,3,3,1,1,3,2,9,11,11
"GP","F",15,"U","LE3","T",1,1,"at_home","other","other","mother",1,2,0,"yes","no","no","no","yes","yes","yes","no",4,3,2,2,3,3,6,12,13,12
"GP","F",15,"U","GT3","T",4,2,"health","services","home","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","yes",3,2,2,1,1,5,0,14,14,14
"GP","F",16,"U","GT3","T",3,3,"other","other","home","father",1,2,0,"no","yes","no","no","yes","yes","no","no",4,3,2,1,2,5,0,11,13,13
"GP","M",16,"U","LE3","T",4,3,"services","other","reputation","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","no",5,4,2,1,2,5,6,12,12,13
"GP","M",16,"U","LE3","T",2,2,"other","other","home","mother",1,2,0,"no","no","no","no","yes","yes","yes","no",4,4,4,1,1,3,0,13,12,13
"GP","F",17,"U","GT3","A",4,4,"other","teacher","home","mother",2,2,0,"yes","yes","no","no","yes","yes","no","no",4,1,4,1,1,1,2,10,13,13
"GP","M",15,"U","LE3","A",3,2,"services","other","home","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",4,2,2,1,1,1,0,15,16,17
"GP","M",15,"U","GT3","T",3,4,"other","other","home","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","no",5,5,1,1,1,5,0,12,12,13
"GP","F",15,"U","GT3","T",4,4,"teacher","health","reputation","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",3,3,3,1,2,2,2,14,14,14
"GP","F",15,"U","GT3","T",2,1,"services","other","reputation","father",3,3,0,"no","yes","no","yes","yes","yes","yes","no",5,2,2,1,1,4,0,10,12,13
"GP","M",15,"U","LE3","T",4,4,"health","services","course","father",1,1,0,"no","yes","no","yes","yes","yes","yes","no",4,3,3,1,3,5,0,12,13,12
"GP","M",15,"U","GT3","T",4,3,"teacher","other","course","mother",2,2,0,"no","yes","no","no","yes","yes","yes","no",5,4,3,1,2,3,0,12,12,13
"GP","M",15,"U","GT3","A",2,2,"other","other","home","other",1,3,0,"no","yes","no","no","yes","yes","yes","yes",4,5,2,1,1,3,0,14,14,15
"GP","F",16,"U","GT3","T",4,4,"health","other","home","mother",1,1,0,"no","yes","no","no","yes","yes","yes","no",4,4,4,1,2,2,6,17,17,17
"GP","F",16,"U","GT3","T",4,4,"services","services","reputation","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","no",3,2,3,1,2,2,10,13,13,14
"GP","F",16,"U","GT3","T",3,3,"other","other","reputation","mother",3,2,0,"yes","yes","no","yes","yes","yes","no","no",5,3,2,1,1,4,2,13,14,14
"GP","M",17,"U","GT3","T",3,2,"services","services","course","mother",1,1,3,"no","yes","yes","yes","yes","yes","yes","no",5,5,5,2,4,5,2,8,8,7
"GP","M",16,"U","LE3","T",4,3,"health","other","home","father",1,1,0,"no","no","no","yes","yes","yes","yes","no",3,1,3,1,3,5,6,12,12,12
"GP","M",15,"U","GT3","T",4,3,"teacher","other","reputation","mother",1,2,0,"no","no","no","no","yes","yes","yes","no",4,4,1,1,1,1,0,12,13,14
"GP","M",15,"U","GT3","T",4,4,"health","health","other","father",1,1,0,"no","yes","yes","no","yes","yes","yes","no",5,4,2,1,1,5,0,11,12,12
"GP","M",16,"U","LE3","T",4,2,"teacher","other","course","mother",1,2,0,"no","no","no","yes","yes","yes","yes","no",4,5,1,1,3,5,0,12,13,14
"GP","M",16,"U","LE3","T",2,2,"other","other","reputation","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","no",5,4,4,2,4,5,2,10,10,10
"GP","F",15,"R","GT3","T",2,4,"services","health","course","mother",1,3,0,"yes","yes","no","yes","yes","yes","yes","no",4,3,2,1,1,5,2,10,11,10
"GP","F",16,"U","GT3","T",2,2,"services","services","home","mother",1,1,0,"no","yes","no","no","no","yes","yes","no",1,2,2,1,3,5,6,10,11,12
"GP","M",15,"U","GT3","T",2,2,"other","other","home","mother",1,1,0,"no","yes","no","no","yes","yes","yes","no",4,2,2,1,2,5,8,11,12,12
"GP","M",15,"U","GT3","T",4,2,"health","services","other","mother",1,1,0,"no","no","no","no","yes","yes","yes","no",2,2,4,2,4,1,0,11,11,11
"GP","M",16,"U","LE3","A",3,4,"services","other","home","mother",1,2,0,"yes","yes","yes","yes","yes","yes","yes","no",5,3,3,1,1,5,2,12,12,13
"GP","M",16,"U","GT3","T",4,4,"teacher","teacher","home","mother",1,2,0,"no","yes","yes","yes","yes","yes","yes","yes",4,4,5,5,5,5,4,12,11,12
"GP","M",15,"U","GT3","T",4,4,"health","services","home","mother",1,2,0,"no","yes","yes","no","no","yes","yes","no",5,4,2,3,4,5,0,10,11,11
"GP","M",15,"U","GT3","T",4,4,"services","services","reputation","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","no",4,3,1,1,1,5,2,15,15,15
"GP","M",15,"R","GT3","T",4,3,"teacher","at_home","course","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","yes",4,5,2,1,1,5,0,13,14,15
"GP","M",15,"U","LE3","T",3,3,"other","other","course","mother",1,2,0,"no","no","no","yes","no","yes","yes","no",5,3,2,1,1,2,0,13,12,12
"GP","M",16,"U","GT3","T",3,2,"other","other","home","mother",1,1,0,"no","yes","no","no","no","yes","yes","no",5,4,3,1,1,5,4,12,12,12
"GP","F",15,"U","GT3","T",2,3,"other","other","other","father",2,1,0,"no","yes","no","yes","yes","yes","no","no",3,5,1,1,1,5,4,11,11,11
"GP","M",15,"U","LE3","T",4,3,"teacher","services","home","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","no",5,4,3,1,1,4,0,14,14,14
"GP","M",16,"R","GT3","A",4,4,"other","teacher","reputation","mother",2,3,0,"no","yes","no","yes","yes","yes","yes","yes",2,4,3,1,1,5,4,13,13,13
"GP","F",15,"R","GT3","T",3,4,"services","health","course","mother",1,3,0,"yes","yes","no","yes","yes","yes","yes","no",4,3,2,1,1,5,2,11,12,12
"GP","F",15,"R","GT3","T",2,2,"at_home","other","reputation","mother",1,1,0,"yes","yes","no","yes","yes","yes","no","no",4,3,1,1,1,2,8,14,13,12
"GP","F",16,"U","LE3","T",2,2,"other","other","home","mother",2,2,0,"no","yes","no","yes","no","yes","yes","yes",3,3,3,1,2,3,16,11,11,10
"GP","M",15,"U","LE3","T",4,4,"teacher","other","home","other",1,1,0,"no","yes","no","no","no","yes","yes","yes",5,4,3,2,4,5,8,10,11,11
"GP","M",15,"U","GT3","T",4,4,"services","teacher","course","father",1,2,0,"no","yes","no","yes","yes","yes","yes","no",4,3,3,1,1,5,0,14,15,15
"GP","M",15,"U","GT3","T",2,2,"services","services","course","father",1,1,0,"yes","yes","no","no","yes","yes","yes","no",5,4,1,1,1,1,0,9,10,10
"GP","F",16,"U","LE3","T",2,2,"other","at_home","course","father",2,2,1,"yes","no","no","yes","yes","yes","yes","no",4,3,3,2,2,5,14,10,11,11
"GP","F",15,"U","LE3","A",4,3,"other","other","course","mother",1,2,0,"yes","yes","yes","yes","yes","yes","yes","yes",5,2,2,1,1,5,4,10,11,11
"GP","F",16,"U","LE3","A",3,3,"other","services","home","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",2,3,5,1,4,3,6,13,12,13
"GP","M",16,"U","GT3","T",4,3,"health","services","reputation","mother",1,4,0,"no","no","no","yes","yes","yes","yes","no",4,2,2,1,1,2,2,17,17,17
"GP","M",15,"U","GT3","T",4,2,"teacher","other","home","mother",1,2,0,"no","yes","no","no","yes","yes","no","no",4,3,3,2,2,5,4,11,12,13
"GP","F",15,"U","GT3","T",4,4,"services","teacher","other","father",1,2,0,"yes","yes","no","yes","no","yes","yes","no",4,4,4,1,1,3,2,13,12,12
"GP","F",16,"U","LE3","T",2,2,"services","services","course","mother",3,2,0,"no","yes","no","no","yes","yes","yes","no",4,3,3,2,3,4,0,14,13,13
"GP","F",15,"U","LE3","T",4,2,"health","other","other","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",4,3,3,1,1,5,0,16,14,16
"GP","M",15,"U","LE3","A",4,2,"health","health","other","father",2,1,0,"no","no","no","no","yes","yes","no","no",5,5,5,3,4,5,4,10,9,9
"GP","F",15,"U","GT3","T",4,4,"services","services","course","mother",1,1,0,"yes","yes","no","no","yes","yes","yes","no",3,3,4,2,3,5,0,13,12,12
"GP","F",15,"U","LE3","A",3,3,"other","other","other","mother",1,1,0,"no","no","no","no","yes","yes","yes","no",5,3,4,4,4,1,0,13,12,13
"GP","F",16,"U","GT3","A",2,1,"other","other","other","mother",1,2,0,"no","no","no","yes","yes","yes","yes","yes",5,3,4,1,1,2,2,12,13,12
"GP","F",15,"U","GT3","A",4,3,"services","services","reputation","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","no",4,3,2,1,1,1,0,15,14,15
"GP","M",15,"U","GT3","T",4,4,"teacher","health","reputation","mother",1,2,0,"no","yes","no","yes","yes","yes","no","no",3,2,2,1,1,5,8,15,15,16
"GP","M",15,"U","LE3","T",1,2,"other","at_home","home","father",1,2,0,"yes","yes","no","yes","yes","yes","yes","no",4,3,2,1,1,5,0,14,13,14
"GP","F",16,"U","GT3","T",4,2,"services","other","course","mother",1,2,0,"no","yes","yes","no","yes","yes","yes","no",4,2,3,1,1,5,2,16,15,16
"GP","F",16,"R","GT3","T",4,4,"health","teacher","other","mother",1,2,0,"no","yes","no","yes","yes","yes","no","no",2,4,4,2,3,4,0,17,16,16
"GP","F",16,"U","GT3","T",1,1,"services","services","course","father",4,1,0,"yes","yes","no","yes","no","yes","yes","yes",5,5,5,5,5,5,0,10,10,16
"GP","F",16,"U","LE3","T",1,2,"other","services","reputation","father",1,2,0,"yes","no","no","yes","yes","yes","yes","no",4,4,3,1,1,1,0,13,13,10
"GP","F",16,"U","GT3","T",4,3,"teacher","health","home","mother",1,3,0,"yes","yes","no","yes","yes","yes","yes","no",3,4,4,2,4,4,0,14,13,13
"GP","F",15,"U","LE3","T",4,3,"services","services","reputation","father",1,2,0,"yes","no","no","yes","yes","yes","yes","yes",4,4,4,2,4,2,0,13,12,12
"GP","F",16,"U","LE3","T",4,3,"teacher","services","course","mother",3,2,0,"no","yes","no","yes","yes","yes","yes","no",5,4,3,1,2,1,2,16,15,16
"GP","M",15,"U","GT3","A",4,4,"other","services","reputation","mother",1,4,0,"no","yes","no","yes","no","yes","yes","yes",1,3,3,5,5,3,0,11,12,12
"GP","F",16,"U","GT3","T",3,1,"services","other","course","mother",1,4,0,"yes","yes","no","no","yes","yes","yes","no",4,3,3,1,2,5,0,10,9,10
"GP","F",15,"R","LE3","T",2,2,"health","services","reputation","mother",2,2,0,"yes","yes","no","no","yes","yes","yes","no",4,1,3,1,3,4,0,11,10,11
"GP","F",15,"R","LE3","T",3,1,"other","other","reputation","father",2,4,0,"no","yes","no","no","no","yes","yes","no",4,4,2,2,3,3,6,15,15,15
"GP","M",16,"U","GT3","T",3,1,"other","other","reputation","father",2,4,0,"no","yes","no","no","yes","yes","yes","no",4,3,2,1,1,5,2,13,11,11
"GP","M",15,"U","GT3","T",4,2,"other","other","course","mother",1,4,0,"no","no","no","no","yes","yes","yes","no",3,3,3,1,1,3,0,11,9,10
"GP","F",15,"R","GT3","T",1,1,"other","other","reputation","mother",1,2,0,"yes","yes","no","no","no","yes","yes","yes",3,3,4,2,4,5,2,13,11,11
"GP","M",16,"U","GT3","T",3,1,"other","other","reputation","mother",1,1,0,"no","no","no","yes","yes","yes","no","no",5,3,2,2,2,5,0,13,13,14
"GP","F",16,"U","GT3","T",3,3,"other","services","home","mother",1,2,0,"yes","yes","no","yes","yes","yes","yes","no",4,3,3,2,4,5,4,11,11,11
"GP","M",15,"U","GT3","T",4,3,"teacher","other","home","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","no",4,3,3,2,3,5,0,11,11,11
"GP","M",15,"U","GT3","T",4,0,"teacher","other","course","mother",2,4,0,"no","no","no","yes","yes","yes","yes","no",3,4,3,1,1,1,0,12,11,11
"GP","F",16,"U","GT3","T",2,2,"other","other","reputation","mother",1,4,0,"no","no","no","no","yes","yes","yes","yes",5,2,3,1,3,3,1,13,13,13
"GP","M",17,"U","GT3","T",2,1,"other","other","home","mother",2,1,3,"yes","yes","no","yes","yes","no","yes","no",4,5,1,1,1,3,0,9,9,10
"GP","F",16,"U","GT3","T",3,4,"at_home","other","course","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",2,4,3,1,2,3,14,12,11,11
"GP","M",15,"U","GT3","T",2,3,"other","services","course","father",1,1,0,"yes","yes","no","yes","no","yes","yes","yes",3,2,2,1,3,3,0,11,11,12
"GP","M",15,"U","GT3","T",2,3,"other","other","home","mother",1,3,0,"yes","no","no","no","no","yes","yes","no",5,3,2,1,2,5,2,10,9,9
"GP","F",15,"U","LE3","T",3,2,"services","other","reputation","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",4,4,4,1,1,5,4,12,11,11
"GP","M",15,"U","LE3","T",2,2,"services","services","home","mother",2,2,0,"no","no","yes","yes","yes","yes","yes","no",5,3,3,1,3,4,2,13,12,13
"GP","F",15,"U","GT3","T",1,1,"other","other","home","father",1,2,0,"no","yes","no","yes","no","yes","yes","no",4,3,2,2,3,4,2,13,12,12
"GP","F",15,"U","GT3","T",4,4,"services","services","reputation","father",2,2,0,"no","no","no","no","yes","yes","yes","yes",4,4,4,2,3,5,4,12,11,12
"GP","F",16,"U","LE3","T",2,2,"at_home","other","course","mother",1,2,0,"no","yes","no","no","yes","yes","no","no",4,3,4,1,2,2,6,13,11,11
"GP","F",15,"U","GT3","T",4,2,"other","other","reputation","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","no",5,3,3,1,3,1,4,15,15,15
"GP","M",16,"U","GT3","T",2,2,"services","other","reputation","father",2,2,0,"no","no","no","yes","no","yes","yes","no",4,4,2,1,1,3,6,12,10,11
"GP","M",16,"U","LE3","A",4,4,"teacher","health","reputation","mother",1,2,0,"no","yes","no","no","yes","yes","no","no",4,1,3,3,5,5,6,9,9,10
"GP","F",16,"U","GT3","T",3,3,"other","other","home","mother",1,3,0,"no","yes","no","no","yes","yes","yes","yes",4,3,3,1,3,4,2,9,11,11
"GP","F",15,"U","GT3","T",4,3,"services","other","reputation","mother",1,1,0,"no","no","no","yes","yes","yes","yes","no",4,5,5,1,3,1,6,14,13,13
"GP","F",16,"U","LE3","T",3,1,"other","other","home","father",1,2,0,"yes","yes","no","no","yes","yes","no","no",3,3,3,2,3,2,0,12,13,12
"GP","F",16,"U","GT3","T",4,2,"teacher","services","home","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","no",5,3,3,1,1,1,2,13,14,14
"GP","M",15,"U","LE3","T",2,2,"services","health","reputation","mother",1,4,0,"no","yes","no","yes","yes","yes","yes","no",4,3,4,1,1,4,2,11,12,12
"GP","F",15,"R","GT3","T",1,1,"at_home","other","home","mother",2,4,0,"yes","yes","yes","yes","yes","yes","yes","no",3,1,2,1,1,1,4,13,13,13
"GP","M",16,"R","GT3","T",4,3,"services","other","reputation","mother",2,1,0,"yes","yes","yes","yes","no","yes","yes","no",3,3,3,1,1,4,6,9,11,11
"GP","F",16,"U","GT3","T",2,1,"other","other","course","mother",1,2,0,"no","yes","no","no","yes","yes","no","yes",4,3,5,1,1,5,0,13,12,12
"GP","F",16,"U","GT3","T",4,4,"other","other","reputation","mother",1,1,0,"no","no","no","yes","no","yes","yes","no",5,3,4,1,2,1,4,12,13,13
"GP","F",16,"U","GT3","T",4,3,"other","at_home","course","mother",1,3,0,"yes","yes","no","no","yes","yes","yes","no",5,3,5,1,1,3,2,12,13,13
"GP","M",16,"U","GT3","T",4,4,"services","services","other","mother",1,1,0,"yes","yes","no","yes","yes","yes","yes","no",4,5,5,5,5,4,12,9,9,8
"GP","M",16,"U","GT3","T",4,4,"services","teacher","other","father",1,3,0,"no","yes","no","yes","yes","yes","yes","yes",4,4,3,1,1,4,0,16,16,16
"GP","M",15,"U","GT3","T",4,4,"services","other","course","mother",1,1,0,"no","yes","yes","yes","no","yes","yes","no",5,3,3,1,1,5,2,12,13,12
"GP","F",15,"U","GT3","T",3,2,"services","other","home","mother",2,2,0,"yes","yes","no","no","yes","yes","yes","no",4,3,5,1,1,2,16,11,10,10
"GP","M",15,"U","GT3","A",3,4,"services","other","course","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","no",5,4,4,1,1,1,0,16,16,16
"GP","F",15,"U","GT3","A",3,3,"other","health","reputation","father",1,4,0,"yes","no","no","no","yes","yes","no","no",4,3,3,1,1,4,10,10,10,10
"GP","F",15,"U","GT3","T",2,2,"other","other","course","mother",1,4,0,"yes","yes","no","no","yes","yes","yes","no",5,1,2,1,1,3,4,10,10,10
"GP","M",16,"U","GT3","T",3,3,"services","other","home","father",1,3,0,"no","yes","no","yes","yes","yes","yes","no",5,3,3,1,1,5,4,13,14,14
"GP","M",15,"R","GT3","T",4,4,"other","other","home","father",4,4,0,"no","yes","no","yes","yes","yes","yes","yes",1,3,5,3,5,1,8,12,10,11
"GP","F",16,"U","LE3","T",4,4,"health","health","other","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","yes",5,4,5,1,1,4,2,15,15,14
"GP","M",15,"U","LE3","A",4,4,"teacher","teacher","course","mother",1,1,0,"no","no","no","yes","yes","yes","yes","no",5,5,3,1,1,4,4,13,14,14
"GP","F",16,"R","GT3","T",3,3,"services","other","reputation","father",1,3,0,"yes","yes","no","yes","yes","yes","yes","no",4,1,2,1,1,2,4,11,11,11
"GP","F",16,"U","GT3","T",2,2,"at_home","other","home","mother",1,2,1,"yes","no","no","yes","yes","yes","yes","no",3,1,2,1,1,5,12,8,10,10
"GP","M",15,"U","LE3","T",4,2,"teacher","other","course","mother",1,1,0,"no","no","no","no","yes","yes","yes","no",3,5,2,1,1,3,10,18,17,18
"GP","M",15,"R","GT3","T",2,1,"health","services","reputation","mother",1,2,0,"no","no","no","yes","yes","yes","yes","yes",5,4,2,1,1,5,4,10,9,10
"GP","M",16,"U","GT3","T",4,4,"teacher","teacher","course","father",1,2,0,"no","yes","no","yes","yes","yes","yes","no",5,4,4,1,2,5,6,16,14,14
"GP","M",15,"U","GT3","T",4,4,"other","teacher","reputation","father",2,2,0,"no","yes","no","yes","yes","yes","no","no",4,4,3,1,1,2,4,16,15,16
"GP","M",16,"U","GT3","T",3,3,"other","services","home","father",2,1,0,"no","no","no","yes","yes","yes","yes","no",5,4,2,1,1,5,6,14,14,15
"GP","M",17,"R","GT3","T",1,3,"other","other","course","father",3,2,1,"no","yes","no","yes","yes","yes","yes","no",5,2,4,1,4,5,14,12,11,11
"GP","M",15,"U","GT3","T",3,4,"other","other","reputation","father",1,1,0,"no","no","no","no","yes","yes","yes","no",3,4,3,1,2,4,2,14,13,14
"GP","F",15,"U","GT3","T",1,2,"at_home","services","course","mother",1,2,0,"no","no","no","no","no","yes","yes","no",3,2,3,1,2,1,0,14,14,14
"GP","M",15,"U","GT3","T",2,2,"services","services","home","father",1,4,0,"no","yes","no","yes","yes","yes","yes","no",5,5,4,1,2,5,6,14,13,13
"GP","F",16,"U","LE3","T",2,4,"other","health","course","father",2,2,0,"no","yes","no","yes","yes","yes","yes","yes",4,2,2,1,2,5,2,14,12,13
"GP","M",16,"U","GT3","T",4,4,"health","other","course","mother",1,1,0,"no","yes","no","yes","yes","yes","yes","no",3,4,4,1,4,5,4,12,13,13
"GP","F",16,"U","GT3","T",2,2,"other","other","home","mother",1,2,0,"no","no","no","no","yes","yes","yes","yes",5,4,4,1,1,5,0,12,11,11
"GP","M",15,"U","GT3","T",3,4,"services","services","home","father",1,1,0,"yes","no","no","no","yes","yes","yes","no",5,5,5,3,2,5,2,9,9,9
"GP","F",15,"U","LE3","A",3,4,"other","other","home","mother",1,2,0,"yes","no","no","yes","yes","yes","yes","yes",5,3,2,1,1,1,0,10,11,11
"GP","F",19,"U","GT3","T",0,1,"at_home","other","course","other",1,2,2,"no","yes","no","no","no","no","no","no",3,4,2,1,1,5,0,9,10,11
"GP","M",16,"R","GT3","T",4,4,"teacher","teacher","course","mother",1,1,0,"no","no","no","yes","yes","yes","yes","no",3,5,5,2,5,4,8,14,14,15
"GP","M",16,"U","GT3","T",2,3,"other","other","course","mother",2,3,0,"no","yes","no","no","no","yes","yes","yes",3,2,3,2,2,1,4,13,12,13
"GP","F",15,"R","GT3","T",3,4,"services","teacher","course","father",2,3,0,"no","yes","no","no","yes","yes","yes","yes",4,2,2,2,2,5,0,10,11,12
"GP","F",18,"U","GT3","T",2,1,"services","other","reputation","mother",1,2,3,"no","yes","no","yes","yes","no","yes","yes",5,4,5,1,3,5,10,10,9,8
"GP","F",17,"U","LE3","A",2,1,"other","other","course","mother",3,1,0,"no","yes","no","no","yes","yes","yes","no",3,2,2,1,2,5,8,11,10,11
"GP","F",15,"U","GT3","T",1,1,"at_home","other","course","mother",3,1,0,"no","yes","no","yes","no","yes","yes","yes",4,3,3,1,2,4,6,11,12,13
"GP","F",17,"U","LE3","T",2,2,"other","other","course","father",1,1,0,"no","yes","no","no","yes","yes","yes","yes",3,4,4,1,3,5,2,13,12,12
"GP","F",16,"U","GT3","A",3,4,"services","other","course","father",1,1,0,"no","no","no","no","yes","yes","yes","no",3,2,1,1,4,5,12,15,13,14
"GP","M",16,"U","GT3","T",2,1,"at_home","other","course","mother",4,1,0,"no","no","no","no","yes","yes","no","no",3,2,1,1,1,2,4,9,9,11
"GP","F",16,"U","GT3","A",2,2,"other","other","home","mother",1,1,1,"no","no","no","no","yes","yes","no","no",5,3,4,1,1,5,12,13,11,11
"GP","M",15,"R","GT3","T",3,4,"at_home","teacher","course","mother",4,2,0,"no","yes","no","no","yes","yes","no","yes",5,3,3,1,1,5,2,12,11,11
"GP","F",15,"U","GT3","T",4,4,"services","at_home","course","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","yes",4,3,3,1,1,5,4,13,14,15
"GP","M",17,"R","GT3","T",3,4,"at_home","other","course","mother",3,2,0,"no","no","no","no","yes","yes","no","no",5,4,5,2,4,5,2,10,9,10
"GP","F",16,"R","GT3","T",1,1,"at_home","other","course","mother",4,2,0,"no","yes","no","no","yes","yes","no","no",5,1,3,1,1,3,0,14,13,13
"GP","M",18,"U","LE3","T",3,1,"services","services","course","mother",2,1,0,"no","no","no","yes","yes","yes","yes","yes",3,3,4,4,5,4,2,11,11,12
"GP","F",18,"U","GT3","A",3,2,"other","services","course","other",1,3,0,"no","yes","no","yes","no","yes","yes","yes",4,3,3,5,1,5,10,12,11,11
"GP","F",16,"R","GT3","T",1,1,"other","services","reputation","mother",2,1,0,"no","yes","no","yes","yes","yes","no","yes",3,3,3,1,2,1,8,12,11,11
"GP","F",16,"U","GT3","A",3,3,"other","other","course","other",2,1,0,"no","yes","no","yes","no","yes","yes","yes",4,3,2,1,1,5,4,9,9,10
"GP","M",16,"U","LE3","T",1,1,"services","other","course","mother",1,2,2,"no","no","no","no","yes","yes","no","yes",4,4,4,1,3,5,0,10,10,10
"GP","F",15,"U","GT3","T",4,4,"teacher","teacher","course","mother",2,1,0,"no","no","no","yes","yes","yes","yes","no",4,3,2,1,1,5,6,13,14,14
"GP","F",15,"R","GT3","T",1,1,"other","other","course","mother",3,1,1,"no","no","no","yes","yes","yes","yes","yes",5,5,5,1,1,1,2,8,9,9
"GP","M",15,"U","GT3","T",4,3,"teacher","services","course","father",2,4,0,"yes","yes","no","no","yes","yes","yes","no",2,2,2,1,1,3,6,9,11,11
"GP","F",15,"U","GT3","A",3,3,"services","services","home","mother",1,2,0,"no","no","no","no","no","yes","no","yes",1,3,2,2,3,1,24,9,8,9
"GP","M",16,"U","GT3","T",4,4,"services","services","course","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","no",5,3,3,1,3,5,0,15,13,13
"GP","M",16,"U","LE3","T",2,2,"services","services","reputation","father",2,1,0,"no","yes","no","yes","yes","yes","yes","no",2,3,3,2,2,2,4,12,11,11
"GP","F",15,"U","GT3","T",4,4,"teacher","services","course","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","no",4,2,2,1,1,5,2,13,13,13
"GP","F",16,"U","LE3","T",1,1,"at_home","at_home","course","mother",1,1,0,"no","no","no","no","yes","yes","yes","no",3,4,4,3,3,1,4,10,11,11
"GP","M",17,"U","GT3","T",2,1,"other","other","home","mother",1,1,0,"no","yes","no","no","yes","yes","yes","no",5,4,5,1,2,5,22,9,7,6
"GP","F",15,"U","GT3","T",1,1,"other","services","course","father",1,2,0,"no","yes","no","no","yes","yes","yes","no",4,4,2,1,2,5,0,12,12,12
"GP","F",15,"U","LE3","A",2,1,"at_home","other","home","mother",2,1,0,"no","yes","no","yes","yes","no","yes","yes",4,4,2,1,1,5,0,11,10,10
"GP","F",15,"U","GT3","T",3,2,"health","services","home","father",1,2,1,"no","yes","no","no","yes","yes","yes","no",3,3,2,1,1,3,2,11,11,11
"GP","F",15,"U","GT3","T",1,2,"at_home","other","course","mother",1,2,0,"no","yes","no","no","no","yes","yes","no",4,3,2,1,1,5,6,13,12,13
"GP","F",15,"U","GT3","T",1,2,"at_home","services","course","father",1,2,0,"no","no","no","no","no","yes","no","yes",2,3,4,2,4,1,6,11,11,11
"GP","M",16,"U","GT3","T",4,4,"teacher","teacher","course","mother",1,1,0,"no","yes","no","no","yes","no","yes","yes",3,3,2,2,1,5,16,9,9,8
"GP","M",15,"U","LE3","A",2,1,"services","other","course","mother",4,1,0,"no","no","no","no","yes","yes","yes","no",4,5,5,2,5,5,0,12,11,11
"GP","M",18,"U","LE3","T",1,1,"other","other","course","mother",1,1,2,"no","no","no","no","yes","no","yes","yes",2,3,5,2,5,4,0,11,9,0
"GP","M",16,"U","LE3","T",2,1,"at_home","other","course","mother",1,1,1,"no","no","no","yes","yes","yes","no","yes",4,4,4,3,5,5,6,9,10,10
"GP","F",15,"R","GT3","T",3,3,"services","services","reputation","other",2,3,0,"no","yes","yes","yes","yes","yes","yes","yes",4,2,1,2,3,3,2,13,13,13
"GP","M",19,"U","GT3","T",3,2,"services","at_home","home","mother",1,1,0,"no","yes","no","no","yes","no","yes","yes",4,5,4,1,1,4,6,11,9,11
"GP","F",17,"U","GT3","T",4,4,"other","teacher","course","mother",1,1,0,"yes","yes","no","no","yes","yes","no","yes",4,2,1,1,1,4,0,13,13,13
"GP","M",15,"R","GT3","T",2,3,"at_home","services","course","mother",1,2,0,"yes","no","yes","yes","yes","yes","no","no",4,4,4,1,1,1,0,7,8,8
"GP","M",17,"R","LE3","T",1,2,"other","other","reputation","mother",1,1,3,"no","no","no","no","yes","yes","no","no",2,2,2,3,3,5,14,9,8,10
"GP","F",18,"R","GT3","T",1,1,"at_home","other","course","mother",3,1,3,"no","yes","no","yes","no","yes","no","no",5,2,5,1,5,4,6,11,10,11
"GP","M",16,"R","GT3","T",2,2,"at_home","other","course","mother",3,1,0,"no","no","no","no","no","yes","no","no",4,2,2,1,2,3,4,12,10,11
"GP","M",16,"U","GT3","T",3,3,"other","services","course","father",1,2,1,"no","yes","no","no","yes","yes","yes","yes",4,5,5,4,4,5,0,10,10,1
"GP","M",16,"U","LE3","T",1,2,"health","services","course","mother",2,1,2,"no","no","no","no","no","yes","yes","no",4,4,5,3,5,5,0,9,8,10
"GP","M",17,"R","LE3","T",2,1,"at_home","other","course","mother",2,1,1,"no","no","yes","yes","yes","no","yes","yes",3,3,2,2,2,5,8,8,8,9
"GP","M",17,"R","GT3","T",3,2,"other","other","course","mother",2,2,2,"yes","yes","no","no","yes","yes","yes","yes",4,4,4,1,4,3,4,7,6,8
"GP","M",15,"U","LE3","T",1,2,"other","other","course","mother",2,1,0,"no","no","no","yes","yes","yes","no","no",4,4,4,2,4,5,2,8,9,10
"GP","M",16,"U","GT3","T",1,3,"at_home","services","course","father",1,1,1,"no","no","no","no","yes","no","yes","no",5,3,3,1,4,2,2,9,8,8
"GP","M",17,"R","LE3","T",1,1,"other","services","course","mother",4,2,0,"no","no","no","yes","yes","no","no","yes",5,3,5,1,5,5,0,8,8,8
"GP","M",17,"U","GT3","T",3,2,"services","services","course","mother",2,1,3,"no","yes","no","yes","no","no","no","no",4,5,2,1,1,2,10,8,7,8
"GP","M",16,"U","GT3","T",2,2,"other","other","course","father",1,2,0,"no","no","no","no","yes","no","yes","no",4,3,5,2,4,4,0,9,10,11
"GP","F",16,"U","GT3","T",4,2,"health","services","home","father",1,2,0,"no","no","no","no","yes","yes","yes","yes",4,2,3,1,1,3,0,17,17,18
"GP","F",16,"U","GT3","T",2,2,"other","other","home","mother",1,2,0,"no","yes","no","no","no","yes","yes","no",5,1,5,1,1,4,0,12,12,13
"GP","F",16,"U","GT3","T",4,4,"health","health","reputation","mother",1,2,0,"no","yes","no","no","yes","yes","yes","yes",4,4,2,1,1,3,0,16,16,17
"GP","M",16,"U","GT3","T",3,4,"other","other","course","father",3,1,1,"no","yes","no","yes","no","yes","yes","no",3,4,5,2,4,2,4,9,9,10
"GP","M",16,"U","GT3","T",1,0,"other","other","reputation","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","yes",4,3,2,1,1,3,0,16,17,18
"GP","M",17,"U","LE3","T",4,4,"teacher","other","reputation","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","no",4,4,4,1,3,5,0,11,9,10
"GP","F",16,"U","GT3","T",1,3,"at_home","services","home","mother",1,2,0,"no","no","no","yes","no","yes","yes","yes",4,3,5,1,1,3,0,14,13,13
"GP","F",16,"U","LE3","T",3,3,"other","other","reputation","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","no",4,4,5,1,1,4,0,14,14,15
"GP","M",17,"U","LE3","T",4,3,"teacher","other","course","mother",2,2,0,"no","no","no","yes","yes","yes","yes","no",4,4,4,4,4,4,0,10,11,11
"GP","F",16,"U","GT3","T",2,2,"services","other","reputation","mother",2,2,0,"no","no","no","yes","no","yes","yes","no",3,4,4,1,4,5,0,13,12,14
"GP","M",17,"U","GT3","T",3,3,"other","other","reputation","father",1,2,0,"no","no","no","yes","no","yes","yes","no",4,3,4,1,4,4,4,11,9,10
"GP","M",16,"R","GT3","T",4,2,"teacher","services","other","mother",1,1,0,"no","yes","no","yes","yes","yes","yes","yes",4,3,3,3,4,3,8,10,9,11
"GP","M",17,"U","GT3","T",4,3,"other","other","course","mother",1,2,0,"no","yes","yes","yes","yes","yes","yes","yes",5,2,3,1,1,2,4,11,11,13
"GP","M",16,"U","GT3","T",4,3,"teacher","other","home","mother",1,2,0,"no","yes","yes","yes","yes","yes","yes","no",3,4,3,2,3,3,4,11,10,11
"GP","M",16,"U","GT3","T",3,3,"services","other","home","mother",1,2,0,"no","no","no","yes","yes","yes","yes","yes",4,2,3,1,2,3,0,11,12,13
"GP","F",17,"U","GT3","T",2,4,"services","services","reputation","father",1,2,0,"no","yes","no","yes","yes","yes","no","no",5,4,2,2,3,5,0,17,18,17
"GP","F",17,"U","LE3","T",3,3,"other","other","reputation","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","yes",5,3,3,2,3,1,32,14,13,14
"GP","F",16,"U","GT3","T",3,2,"other","other","reputation","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",1,2,2,1,2,1,8,14,15,16
"GP","M",17,"U","GT3","T",3,3,"services","services","other","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","yes",4,3,4,2,3,4,6,11,13,14
"GP","M",16,"U","GT3","T",1,2,"services","services","other","mother",1,1,0,"no","yes","no","yes","yes","yes","yes","yes",3,3,3,1,2,3,0,10,9,11
"GP","M",16,"U","LE3","T",2,1,"other","other","course","mother",1,2,0,"no","no","no","yes","yes","yes","yes","yes",4,2,3,1,2,5,0,13,14,16
"GP","F",17,"U","GT3","A",3,3,"health","other","reputation","mother",1,2,0,"no","yes","no","no","no","yes","yes","yes",3,3,3,1,3,3,10,12,13,14
"GP","M",17,"R","GT3","T",1,2,"at_home","other","home","mother",1,2,0,"no","no","no","no","yes","yes","no","no",3,1,3,1,5,3,6,9,9,10
"GP","F",16,"U","GT3","T",2,3,"services","services","course","mother",1,2,0,"no","no","no","no","yes","yes","yes","no",4,3,3,1,1,2,6,12,12,13
"GP","F",17,"U","GT3","T",1,1,"at_home","services","course","mother",1,2,0,"no","no","no","yes","yes","yes","yes","no",5,3,3,1,1,3,0,12,11,12
"GP","M",17,"U","GT3","T",1,2,"at_home","services","other","other",2,2,0,"no","no","no","yes","no","yes","yes","no",4,4,4,4,5,5,16,10,11,12
"GP","M",16,"R","GT3","T",3,3,"services","services","reputation","mother",1,1,0,"no","yes","no","yes","yes","yes","yes","no",4,3,2,3,4,5,0,11,10,10
"GP","M",16,"U","GT3","T",2,3,"other","other","home","father",2,1,0,"no","no","no","no","yes","yes","yes","no",5,3,3,1,1,3,0,13,12,12
"GP","F",17,"U","LE3","T",2,4,"services","services","course","father",1,2,0,"no","no","no","yes","yes","yes","yes","yes",4,3,2,1,1,5,8,14,15,16
"GP","M",17,"U","GT3","T",4,4,"services","teacher","home","mother",1,1,0,"no","no","no","no","yes","yes","yes","no",5,2,3,1,2,5,4,13,13,14
"GP","M",16,"R","LE3","T",3,3,"teacher","other","home","father",3,1,0,"no","yes","no","yes","yes","yes","yes","no",3,3,4,3,5,3,16,10,11,12
"GP","F",17,"U","GT3","T",4,4,"services","teacher","home","mother",2,1,1,"no","yes","no","no","yes","yes","yes","no",4,2,4,2,3,2,30,14,15,16
"GP","F",16,"U","LE3","T",4,4,"teacher","teacher","reputation","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",4,5,2,1,2,3,0,11,10,11
"GP","F",16,"U","GT3","T",4,3,"health","other","home","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","no",4,3,5,1,5,2,2,14,14,15
"GP","F",16,"U","GT3","T",2,3,"other","other","reputation","mother",1,2,0,"yes","yes","no","yes","yes","yes","no","no",4,4,3,1,3,4,4,11,12,12
"GP","F",17,"U","GT3","T",1,1,"other","other","course","mother",1,2,0,"no","yes","no","no","no","yes","no","no",4,4,4,1,3,1,0,14,15,15
"GP","F",17,"R","GT3","T",2,2,"other","other","reputation","mother",1,1,0,"no","yes","no","no","yes","yes","yes","no",5,3,2,1,2,3,21,13,13,13
"GP","F",16,"R","GT3","T",2,2,"services","services","reputation","mother",2,4,0,"no","yes","no","yes","no","yes","yes","no",5,3,5,1,1,5,6,13,13,13
"GP","F",17,"U","GT3","T",3,4,"at_home","services","home","mother",1,3,1,"no","yes","yes","no","yes","yes","yes","yes",4,4,3,3,4,5,14,8,9,8
"GP","F",16,"U","GT3","A",3,1,"services","other","course","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",2,3,3,2,2,4,2,11,11,12
"GP","F",16,"U","GT3","T",4,3,"teacher","other","other","mother",1,2,0,"no","no","no","yes","yes","yes","yes","yes",1,3,2,1,1,1,4,14,15,15
"GP","F",16,"U","GT3","T",1,1,"at_home","other","home","mother",2,1,0,"no","yes","no","no","yes","yes","no","no",4,3,2,1,4,5,2,12,13,13
"GP","F",17,"R","GT3","T",4,3,"teacher","other","reputation","mother",2,3,0,"no","yes","no","yes","yes","yes","yes","yes",4,4,2,1,1,4,0,11,12,12
"GP","F",19,"U","GT3","T",3,3,"other","other","reputation","other",1,4,0,"no","yes","no","yes","yes","yes","yes","no",4,3,3,1,2,3,4,12,12,12
"GP","M",17,"U","LE3","T",4,4,"services","other","home","mother",1,2,0,"no","yes","no","no","yes","yes","yes","yes",5,3,5,4,5,3,15,13,12,12
"GP","F",16,"U","GT3","A",2,2,"other","other","reputation","mother",1,2,0,"yes","yes","no","no","yes","yes","yes","no",3,3,4,1,1,4,0,13,13,13
"GP","M",18,"U","GT3","T",2,2,"services","other","home","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","no",4,4,4,2,4,5,10,12,11,11
"GP","F",17,"R","LE3","T",4,4,"services","other","other","mother",1,1,0,"no","yes","no","no","yes","yes","no","no",5,2,1,1,2,3,6,12,11,11
"GP","F",17,"U","LE3","T",3,2,"other","other","reputation","mother",2,2,0,"no","no","no","no","yes","yes","yes","no",4,4,4,1,3,1,2,14,16,15
"GP","F",17,"U","GT3","T",4,3,"other","other","reputation","mother",1,2,0,"no","no","no","no","yes","yes","yes","yes",3,4,5,2,4,1,16,11,9,10
"GP","M",18,"U","LE3","T",3,3,"services","health","home","father",1,2,0,"no","yes","no","no","yes","yes","yes","no",3,2,4,2,4,4,10,10,10,10
"GP","F",17,"U","GT3","T",2,3,"at_home","other","home","father",2,1,0,"no","yes","no","no","yes","yes","no","no",3,3,3,1,4,3,4,12,13,13
"GP","F",17,"U","GT3","T",2,2,"at_home","at_home","course","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","no",4,3,3,1,1,4,0,12,12,13
"GP","F",17,"R","GT3","T",2,1,"at_home","services","reputation","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","no",4,2,5,1,2,5,0,11,10,11
"GP","F",17,"U","GT3","T",1,1,"at_home","other","reputation","mother",1,3,0,"no","yes","no","yes","yes","yes","no","yes",4,3,4,1,1,5,12,12,12,12
"GP","F",16,"U","GT3","T",2,3,"services","teacher","other","mother",1,2,0,"yes","no","no","no","yes","yes","yes","no",2,3,1,1,1,3,0,13,13,14
"GP","M",18,"U","GT3","T",2,2,"other","other","home","mother",2,2,3,"no","yes","yes","no","yes","yes","yes","no",3,3,3,5,5,4,9,10,9,10
"GP","F",16,"U","GT3","T",4,4,"teacher","services","home","mother",1,3,0,"no","yes","no","yes","no","yes","yes","no",5,3,2,1,1,5,4,15,16,16
"GP","F",18,"R","GT3","T",3,1,"other","other","reputation","mother",1,2,0,"no","no","no","yes","yes","yes","yes","yes",5,3,3,1,1,4,4,8,8,8
"GP","F",17,"U","GT3","T",3,2,"other","other","course","mother",1,2,0,"no","no","no","yes","no","yes","yes","no",5,3,4,1,3,3,2,17,18,17
"GP","M",17,"U","LE3","T",2,3,"services","services","reputation","father",1,2,0,"no","yes","no","no","no","yes","yes","no",5,3,3,1,3,3,0,10,11,11
"GP","M",18,"U","LE3","T",2,1,"at_home","other","course","mother",4,2,0,"yes","yes","no","yes","yes","yes","yes","yes",4,3,2,4,5,3,2,9,10,11
"GP","F",17,"U","GT3","A",2,1,"other","other","course","mother",2,3,0,"no","no","no","yes","yes","yes","yes","yes",3,2,3,1,2,3,0,15,15,16
"GP","F",17,"U","LE3","T",4,3,"health","other","reputation","father",1,2,0,"no","no","no","yes","yes","yes","yes","yes",3,2,3,1,2,3,0,14,12,12
"GP","M",17,"R","GT3","T",2,2,"other","other","course","father",2,2,0,"no","yes","no","yes","yes","yes","yes","no",4,5,2,1,1,1,0,12,13,13
"GP","M",17,"U","GT3","T",4,4,"teacher","teacher","reputation","mother",1,2,0,"yes","yes","no","yes","yes","yes","yes","yes",4,5,5,1,3,2,0,13,13,13
"GP","M",16,"U","GT3","T",4,4,"health","other","reputation","father",1,2,0,"no","yes","no","yes","yes","yes","yes","no",4,2,4,2,4,1,0,13,13,14
"GP","M",16,"U","LE3","T",1,1,"other","other","home","mother",2,2,0,"no","yes","no","no","yes","yes","yes","no",3,4,2,1,1,5,2,9,9,9
"GP","M",16,"U","GT3","T",3,2,"at_home","other","reputation","mother",2,3,0,"no","no","no","yes","yes","yes","yes","yes",5,3,3,1,3,2,0,12,12,12
"GP","M",17,"U","LE3","T",2,2,"other","other","home","father",1,2,0,"no","no","no","yes","no","yes","yes","yes",4,4,2,5,5,4,0,16,16,16
"GP","F",16,"U","GT3","T",2,1,"other","other","home","mother",1,1,0,"no","no","no","no","yes","yes","yes","yes",4,5,2,1,1,5,4,9,10,10
"GP","F",16,"U","GT3","A",4,1,"other","other","home","mother",1,2,0,"no","no","no","yes","yes","yes","yes","yes",5,3,3,1,2,5,0,14,13,13
"GP","F",18,"U","LE3","A",2,4,"services","other","course","mother",2,2,1,"no","yes","no","no","yes","yes","yes","no",4,3,3,1,1,3,18,10,10,10
"GP","F",18,"U","LE3","T",2,2,"at_home","services","course","mother",1,2,1,"no","yes","no","no","no","yes","yes","yes",5,3,1,1,1,5,16,9,8,10
"GP","F",18,"U","GT3","T",3,3,"other","other","course","mother",2,1,1,"no","no","no","no","yes","no","yes","no",4,1,1,1,1,3,14,8,7,7
"GP","M",18,"U","GT3","T",2,2,"other","at_home","course","other",1,1,1,"no","yes","no","yes","no","no","yes","yes",4,4,3,2,2,1,26,7,8,8
"GP","M",17,"U","GT3","T",4,4,"teacher","teacher","course","mother",1,1,0,"no","yes","no","yes","no","yes","yes","no",4,2,1,1,2,5,6,10,8,9
"GP","F",17,"U","GT3","T",3,2,"other","other","course","father",1,2,0,"no","no","no","yes","yes","yes","no","no",5,4,2,1,1,3,4,14,14,15
"GP","F",17,"U","LE3","T",1,1,"at_home","at_home","course","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","yes",4,3,2,1,2,4,10,11,10,10
"GP","F",16,"U","GT3","T",1,2,"other","other","course","mother",1,1,0,"no","no","no","no","yes","no","yes","no",5,3,5,1,2,5,4,12,11,11
"GP","F",17,"R","GT3","T",2,1,"at_home","services","course","mother",3,2,0,"no","no","no","yes","yes","yes","no","no",2,1,1,1,1,3,2,13,13,13
"GP","F",17,"R","LE3","A",1,4,"other","other","course","other",4,1,1,"no","yes","no","no","yes","yes","yes","no",5,5,4,1,1,5,14,9,9,8
"GP","M",18,"U","GT3","T",2,2,"other","services","reputation","father",1,2,0,"no","no","no","no","yes","no","yes","no",5,5,4,3,5,2,16,8,7,8
"GP","F",17,"U","LE3","A",2,2,"other","other","home","mother",1,1,1,"no","yes","no","no","no","no","yes","no",3,1,2,1,1,1,8,11,9,10
"GP","F",17,"R","LE3","T",1,1,"at_home","other","course","mother",2,3,0,"no","no","no","yes","yes","yes","yes","no",4,3,3,1,3,5,4,15,14,15
"GP","F",17,"U","LE3","A",4,2,"teacher","other","course","mother",1,2,0,"no","yes","no","yes","yes","yes","no","no",4,3,2,1,1,4,4,15,14,14
"GP","M",17,"U","LE3","T",4,3,"health","other","course","mother",2,2,0,"no","no","no","yes","yes","yes","yes","yes",2,5,5,1,4,5,8,15,15,15
"GP","M",17,"R","LE3","A",4,4,"teacher","other","course","mother",2,2,0,"no","yes","no","no","yes","yes","yes","no",3,3,3,2,3,4,0,12,12,12
"GP","M",16,"U","LE3","T",4,3,"teacher","other","course","mother",1,1,0,"no","no","no","yes","no","yes","yes","no",5,4,5,1,1,3,7,14,14,15
"GP","M",16,"U","GT3","T",4,4,"services","services","course","mother",1,1,0,"no","no","yes","yes","yes","yes","yes","no",5,3,2,1,2,5,4,14,15,15
"GP","F",17,"U","GT3","T",4,4,"teacher","services","course","mother",1,2,0,"no","yes","yes","no","yes","yes","yes","yes",5,3,1,1,4,5,2,11,11,12
"GP","M",17,"R","GT3","T",1,1,"other","other","home","father",2,3,0,"no","no","no","no","no","yes","yes","yes",4,3,3,1,1,1,2,13,14,15
"GP","F",17,"U","GT3","T",3,3,"services","other","home","mother",2,3,0,"no","yes","no","no","yes","yes","yes","yes",4,2,2,2,3,5,10,11,11,11
"GP","F",17,"U","GT3","T",1,1,"at_home","other","course","mother",1,2,0,"yes","no","no","no","no","yes","no","yes",4,3,2,1,1,4,10,10,9,10
"GP","F",18,"U","GT3","T",2,1,"other","other","course","other",2,3,0,"no","yes","no","no","no","yes","yes","yes",4,4,4,1,1,3,10,12,10,11
"GP","M",16,"U","GT3","T",2,1,"other","other","course","mother",3,1,0,"no","no","no","no","yes","yes","yes","no",4,3,3,1,1,4,7,15,16,16
"GP","F",17,"U","GT3","T",1,1,"other","services","course","father",1,2,0,"no","yes","no","no","yes","yes","no","no",4,3,4,1,2,5,4,11,10,11
"GP","M",17,"U","GT3","T",2,3,"other","other","course","father",2,1,0,"no","no","no","no","yes","yes","yes","no",5,2,2,1,1,2,2,9,12,13
"GP","M",22,"U","GT3","T",3,1,"services","services","other","mother",1,1,3,"no","no","no","no","no","no","yes","yes",5,4,5,5,5,1,12,7,8,5
"GP","M",18,"R","LE3","T",3,3,"other","services","course","mother",1,2,0,"no","yes","no","no","yes","yes","yes","yes",4,3,3,1,3,5,8,10,9,10
"GP","M",16,"U","GT3","T",0,2,"other","other","other","mother",1,1,0,"no","no","no","no","no","yes","yes","no",4,3,2,2,4,5,0,11,12,11
"GP","M",18,"U","GT3","T",3,2,"services","other","course","mother",2,1,0,"no","no","no","no","yes","no","yes","no",4,4,5,2,4,5,8,7,8,7
"GP","M",16,"U","GT3","T",3,3,"at_home","other","reputation","other",3,2,1,"yes","yes","no","no","no","yes","yes","no",5,3,3,1,3,2,4,9,11,10
"GP","M",18,"U","GT3","T",2,1,"services","services","other","mother",1,1,2,"no","no","no","no","no","no","yes","no",3,2,5,2,5,5,4,7,8,6
"GP","M",16,"R","GT3","T",2,1,"other","other","course","mother",2,1,0,"no","no","no","yes","no","yes","no","no",3,3,2,1,3,3,2,14,13,12
"GP","M",17,"R","GT3","T",2,1,"other","other","course","mother",1,1,0,"no","no","no","no","no","yes","yes","no",4,4,2,2,4,5,0,12,12,13
"GP","M",17,"U","LE3","T",1,1,"health","other","course","mother",2,1,1,"no","yes","no","yes","yes","yes","yes","no",4,4,4,1,2,5,0,9,10,10
"GP","F",18,"U","LE3","A",2,1,"other","other","course","mother",1,2,0,"no","yes","no","no","no","yes","yes","yes",4,3,4,1,3,5,2,12,12,13
"GP","F",17,"U","LE3","T",4,2,"teacher","services","reputation","mother",1,4,0,"no","yes","no","yes","yes","yes","yes","no",4,2,3,1,1,4,2,14,15,17
"GP","F",19,"U","GT3","T",2,2,"services","services","home","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",4,3,3,1,1,5,0,10,10,11
"GP","M",18,"U","LE3","T",2,1,"services","other","course","mother",3,2,1,"no","no","no","yes","no","no","yes","no",4,4,5,4,4,5,4,11,10,11
"GP","F",17,"R","GT3","T",4,2,"other","other","course","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","no",4,3,4,1,3,5,2,11,12,14
"GP","F",18,"U","LE3","T",1,1,"other","at_home","home","mother",1,3,0,"no","yes","no","no","no","yes","no","no",4,4,3,2,3,3,4,11,12,14
"GP","F",18,"R","GT3","T",2,2,"other","other","home","mother",1,2,0,"yes","no","no","no","yes","yes","no","no",3,2,3,1,1,5,4,11,11,13
"GP","M",19,"U","LE3","A",4,3,"services","at_home","reputation","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",4,3,1,1,1,1,4,11,13,14
"GP","M",18,"U","GT3","T",2,1,"other","other","home","mother",1,2,0,"no","no","no","yes","yes","yes","yes","no",5,2,4,1,2,4,2,16,16,16
"GP","M",17,"R","GT3","T",2,2,"other","services","other","mother",2,1,0,"no","no","no","no","no","no","no","no",5,2,2,1,1,4,0,9,10,10
"GP","F",17,"U","LE3","T",2,2,"services","services","course","father",1,4,0,"no","no","no","yes","yes","yes","yes","yes",3,4,1,1,1,2,2,10,11,12
"GP","F",20,"R","GT3","T",2,1,"other","other","course","other",2,2,0,"no","yes","yes","yes","yes","no","yes","yes",1,2,3,1,2,2,8,10,12,12
"GP","F",18,"U","GT3","T",4,3,"services","other","home","father",1,2,0,"no","yes","no","no","yes","yes","yes","yes",3,1,2,1,3,2,2,15,15,15
"GP","M",18,"U","GT3","T",4,3,"teacher","other","course","mother",1,2,0,"no","yes","no","no","no","yes","yes","no",4,3,2,1,1,3,2,10,10,11
"GP","M",18,"R","GT3","T",3,2,"other","other","course","mother",1,3,0,"no","no","no","yes","no","yes","no","no",5,3,2,1,1,3,2,10,11,12
"GP","F",17,"U","GT3","T",3,3,"other","other","home","mother",1,3,0,"no","no","no","yes","no","yes","no","no",3,2,3,1,1,4,2,15,12,13
"GP","F",18,"U","GT3","T",2,2,"at_home","services","home","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","yes",4,3,3,1,1,3,0,11,12,13
"GP","M",17,"U","GT3","T",2,2,"other","other","home","father",2,1,0,"no","no","no","no","yes","no","yes","no",4,4,4,2,3,4,8,8,8,9
"GP","M",18,"R","LE3","A",3,4,"other","other","reputation","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","no",4,2,5,3,4,1,6,15,16,16
"GP","M",17,"U","GT3","T",3,1,"services","other","other","mother",1,2,0,"no","no","no","yes","yes","yes","yes","yes",5,4,4,3,4,5,0,11,11,14
"GP","F",18,"R","GT3","T",4,4,"teacher","other","reputation","mother",2,2,0,"no","no","no","yes","yes","yes","yes","no",4,3,4,2,2,4,8,10,11,12
"GP","M",18,"U","GT3","T",4,2,"health","other","reputation","father",1,2,0,"no","yes","no","yes","yes","yes","yes","yes",5,4,5,1,3,5,4,10,12,14
"GP","F",18,"R","GT3","T",2,1,"other","other","reputation","mother",2,2,0,"no","yes","no","no","yes","no","yes","yes",4,3,5,1,2,3,12,8,9,10
"GP","F",19,"U","GT3","T",3,3,"other","services","home","other",1,2,0,"no","yes","no","yes","yes","yes","yes","no",4,3,5,3,3,5,16,11,12,12
"GP","F",18,"U","GT3","T",2,3,"other","services","reputation","father",1,4,0,"no","yes","no","yes","yes","yes","yes","yes",4,5,5,1,3,2,10,16,16,16
"GP","F",18,"U","LE3","T",1,1,"other","other","home","mother",2,2,0,"no","yes","no","no","no","yes","no","no",4,4,3,1,1,3,2,13,13,13
"GP","M",17,"R","GT3","T",1,2,"at_home","at_home","home","mother",1,2,0,"no","yes","no","yes","no","yes","no","yes",3,5,2,2,2,1,2,16,17,18
"GP","F",18,"U","GT3","T",2,1,"other","other","home","mother",1,2,0,"no","yes","no","no","yes","yes","yes","yes",4,2,5,1,2,1,8,14,14,15
"GP","F",17,"U","GT3","T",2,4,"at_home","health","reputation","mother",2,2,0,"no","yes","no","no","yes","yes","yes","yes",4,3,3,1,1,1,6,15,16,16
"GP","F",17,"U","LE3","T",2,2,"services","other","course","mother",2,2,0,"yes","yes","no","no","yes","yes","yes","yes",4,4,4,2,3,5,6,12,12,12
"GP","F",18,"R","GT3","A",3,2,"other","services","home","mother",2,2,0,"no","no","no","no","no","no","yes","yes",4,1,1,1,1,5,15,12,9,10
"GP","M",18,"U","GT3","T",4,4,"teacher","services","home","mother",2,1,0,"no","no","no","yes","yes","yes","yes","no",3,2,4,1,4,3,6,11,12,12
"GP","F",18,"U","GT3","T",4,4,"health","health","reputation","father",1,2,1,"yes","yes","no","yes","yes","yes","yes","yes",2,4,4,1,1,4,2,14,12,13
"GP","F",17,"U","GT3","T",2,2,"other","services","reputation","father",3,3,0,"no","yes","no","no","yes","yes","yes","yes",4,2,3,1,1,1,8,13,15,15
"GP","F",19,"R","GT3","T",3,2,"services","services","reputation","father",1,2,1,"yes","yes","no","no","yes","no","yes","no",3,3,3,4,3,3,0,9,8,10
"GP","M",18,"U","LE3","T",4,3,"teacher","services","course","mother",2,1,0,"no","no","no","yes","yes","yes","yes","no",4,2,3,1,2,1,0,10,10,10
"GP","M",18,"U","GT3","T",1,2,"at_home","other","home","other",2,1,0,"no","no","no","no","no","no","yes","no",3,4,4,2,4,4,10,10,10,11
"GP","M",17,"U","LE3","A",4,1,"services","other","home","mother",2,1,0,"no","no","no","yes","yes","yes","yes","yes",4,5,4,2,4,5,22,11,11,10
"GP","M",17,"U","LE3","A",3,2,"teacher","services","home","mother",1,1,0,"no","no","no","no","yes","yes","yes","no",4,4,4,3,4,3,18,13,13,13
"GP","F",18,"R","LE3","T",1,1,"at_home","other","reputation","mother",2,4,0,"no","yes","no","yes","yes","yes","no","no",5,2,2,1,1,3,2,17,17,18
"GP","F",18,"U","GT3","T",1,1,"other","other","home","mother",2,2,0,"yes","no","no","yes","yes","yes","yes","no",5,4,4,1,1,4,0,12,13,13
"GP","F",17,"U","GT3","T",2,2,"other","other","course","mother",1,2,0,"no","yes","no","no","no","yes","yes","no",5,4,5,1,2,5,12,12,12,14
"GP","F",18,"U","GT3","T",2,1,"other","other","reputation","mother",2,2,0,"no","no","no","yes","yes","yes","yes","yes",4,3,1,1,1,5,10,12,13,14
"GP","M",17,"U","GT3","T",1,1,"other","other","reputation","father",1,2,0,"no","no","no","no","no","yes","yes","no",4,3,3,1,2,4,0,12,12,12
"GP","F",18,"U","GT3","T",2,2,"at_home","at_home","other","mother",1,3,0,"no","yes","no","no","yes","yes","yes","no",4,3,3,1,2,2,0,18,18,18
"GP","F",17,"U","GT3","T",1,1,"services","teacher","reputation","mother",1,3,0,"no","yes","no","no","yes","yes","yes","no",4,3,3,1,1,3,0,13,13,14
"GP","M",18,"U","GT3","T",2,1,"services","services","reputation","mother",1,3,0,"no","no","no","yes","yes","yes","yes","no",4,2,4,1,3,2,0,14,15,15
"GP","M",18,"U","LE3","A",4,4,"teacher","teacher","reputation","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","no",5,4,3,1,1,2,0,17,17,17
"GP","M",18,"U","GT3","T",4,2,"teacher","other","home","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","yes",4,3,2,1,4,5,2,15,16,16
"GP","F",17,"U","GT3","T",4,3,"health","services","reputation","mother",1,3,0,"no","yes","no","no","yes","yes","yes","no",4,2,2,1,2,3,0,17,18,18
"GP","F",17,"R","LE3","T",3,1,"services","other","reputation","mother",2,4,0,"no","yes","no","no","yes","yes","no","no",3,1,2,1,1,3,0,18,19,19
"GP","M",18,"R","LE3","T",3,2,"services","other","reputation","mother",2,3,0,"no","yes","no","yes","yes","yes","yes","no",5,4,2,1,1,4,0,14,15,15
"GP","M",17,"U","GT3","T",3,3,"health","other","home","mother",1,1,0,"no","yes","no","no","yes","yes","yes","no",4,4,3,1,3,5,0,14,15,15
"GP","F",19,"U","GT3","T",4,4,"health","other","reputation","other",2,2,0,"no","yes","no","yes","yes","yes","yes","no",2,3,4,2,3,2,2,14,13,13
"GP","F",18,"U","LE3","T",4,3,"other","other","home","other",2,2,0,"no","yes","no","no","yes","yes","yes","yes",4,4,5,1,2,2,0,13,14,14
"GP","F",18,"U","GT3","T",4,3,"other","other","reputation","father",1,4,0,"no","yes","no","no","yes","yes","yes","no",4,3,3,1,1,3,0,16,17,17
"GP","M",18,"U","LE3","T",4,4,"teacher","teacher","home","mother",1,1,0,"no","yes","no","no","yes","yes","yes","yes",1,4,2,2,2,1,0,18,18,17
"GP","F",18,"U","LE3","A",4,4,"health","other","home","mother",1,2,0,"no","yes","yes","no","yes","yes","yes","yes",4,2,4,1,1,4,0,14,15,15
"GP","M",17,"U","LE3","T",4,4,"other","teacher","home","father",2,1,0,"no","no","no","no","yes","yes","yes","no",4,1,1,2,2,5,0,12,13,13
"GP","F",17,"R","GT3","T",4,4,"services","services","reputation","mother",2,3,0,"no","yes","no","yes","yes","yes","yes","no",5,3,4,1,1,5,0,7,7,8
"GP","F",17,"U","GT3","T",4,2,"other","other","reputation","mother",2,3,0,"no","yes","no","no","yes","yes","yes","no",4,3,3,1,1,3,0,16,16,16
"GP","F",17,"U","GT3","T",3,2,"health","health","reputation","father",1,4,0,"no","yes","no","yes","no","yes","yes","no",5,2,2,1,2,5,0,18,18,18
"GP","M",19,"R","LE3","T",2,1,"at_home","services","course","mother",2,3,1,"no","no","no","yes","yes","yes","yes","yes",4,3,1,1,1,5,0,9,10,11
"GP","M",20,"U","GT3","A",3,2,"services","other","course","other",1,1,2,"no","no","no","yes","yes","yes","no","no",5,5,3,1,1,5,0,14,15,15
"GP","M",19,"R","GT3","T",3,3,"other","services","reputation","father",1,2,0,"no","no","no","yes","yes","yes","no","yes",4,5,3,1,2,5,0,10,10,11
"GP","F",18,"U","GT3","T",1,4,"other","teacher","home","mother",1,2,0,"yes","yes","no","no","no","yes","no","yes",3,4,4,1,2,5,2,10,10,11
"GP","F",18,"U","GT3","T",2,1,"services","other","course","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","no",5,3,3,1,2,1,2,12,12,15
"GP","F",17,"U","GT3","T",2,3,"other","other","course","father",2,2,0,"no","no","no","yes","yes","yes","yes","yes",4,2,1,1,1,3,2,11,12,14
"GP","F",17,"R","GT3","T",4,4,"teacher","teacher","course","mother",1,1,0,"no","no","no","yes","yes","yes","yes","no",4,4,4,1,1,5,2,15,16,17
"GP","F",18,"U","GT3","T",4,3,"other","other","course","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","yes",4,3,4,1,1,5,2,14,15,17
"GP","F",18,"U","LE3","T",4,3,"health","services","course","mother",2,1,0,"no","yes","no","no","yes","yes","yes","no",3,2,4,1,4,1,8,12,12,15
"GP","F",17,"R","GT3","T",3,4,"at_home","services","course","father",1,3,0,"no","yes","no","yes","no","yes","yes","no",4,3,4,2,5,5,2,15,15,17
"GP","F",18,"U","GT3","T",3,3,"at_home","other","course","father",1,2,0,"no","yes","no","no","yes","yes","yes","no",4,1,4,1,1,3,8,11,12,14
"GP","M",19,"U","GT3","T",4,2,"health","other","course","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","yes",5,4,4,1,1,1,9,11,10,10
"GP","F",18,"U","GT3","T",4,4,"teacher","other","course","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",4,4,4,3,3,5,0,12,11,13
"GP","F",18,"U","GT3","T",3,4,"other","other","course","mother",1,1,0,"no","yes","no","yes","yes","yes","yes","yes",5,4,4,1,1,1,4,11,12,14
"GP","F",17,"U","GT3","T",4,4,"health","health","course","mother",1,1,0,"no","no","no","yes","yes","yes","yes","no",5,3,4,1,2,5,2,14,15,17
"GP","F",17,"U","GT3","A",4,3,"services","services","course","mother",1,2,0,"no","yes","no","no","yes","yes","yes","yes",5,2,2,1,2,5,14,15,14,17
"GP","F",17,"U","LE3","A",3,3,"services","other","home","mother",1,2,0,"yes","yes","no","no","yes","yes","yes","no",5,3,3,1,1,5,0,12,12,13
"GP","F",17,"U","LE3","T",2,1,"other","other","home","father",1,2,0,"no","no","no","yes","yes","yes","yes","no",4,2,3,2,2,2,2,11,12,14
"GP","M",18,"U","LE3","T",4,4,"other","other","reputation","father",1,1,0,"no","yes","no","no","yes","yes","yes","no",4,2,5,3,4,5,2,8,9,11
"GP","F",19,"U","GT3","T",1,1,"other","other","course","other",3,3,0,"no","no","no","yes","yes","no","no","yes",1,5,5,4,3,5,12,10,10,11
"GP","F",19,"U","LE3","A",1,1,"other","other","course","other",3,2,2,"no","yes","no","no","no","yes","yes","yes",5,3,4,1,1,4,2,8,8,9
"GP","F",18,"U","GT3","T",2,2,"other","other","course","mother",1,1,0,"no","yes","no","yes","yes","yes","yes","yes",4,3,5,2,4,5,2,10,10,10
"GP","F",17,"U","GT3","T",2,2,"other","other","course","mother",1,2,0,"no","yes","no","no","yes","yes","no","yes",4,2,2,1,1,3,4,14,13,13
"GP","F",17,"R","LE3","T",2,2,"services","services","course","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","no",3,3,2,2,2,3,0,11,11,10
"GP","F",17,"U","GT3","T",3,1,"services","services","course","father",1,3,0,"no","yes","no","no","no","yes","yes","no",3,4,3,2,3,5,0,17,18,17
"GP","F",17,"U","LE3","T",0,2,"at_home","at_home","home","father",2,3,0,"no","no","no","no","yes","yes","yes","no",3,3,3,2,3,2,0,14,14,15
"GP","F",18,"U","GT3","T",1,1,"other","other","home","mother",2,3,0,"no","no","no","yes","yes","yes","yes","no",4,5,5,1,2,2,0,14,14,14
"GP","M",18,"U","GT3","T",4,4,"other","other","course","mother",1,3,0,"no","no","no","yes","yes","yes","yes","no",4,3,3,2,2,3,0,13,14,13
"GP","M",17,"U","GT3","T",3,3,"other","services","reputation","mother",1,1,0,"no","no","no","yes","no","yes","yes","no",4,3,5,3,5,5,0,17,18,17
"GP","M",17,"R","GT3","T",2,2,"services","other","course","mother",4,1,0,"no","yes","no","no","yes","yes","yes","no",4,4,5,5,5,4,2,11,10,10
"GP","F",17,"U","GT3","T",4,4,"teacher","services","course","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","no",5,4,4,1,3,4,0,13,12,13
"GP","F",17,"U","GT3","T",4,4,"teacher","teacher","course","mother",2,3,0,"no","yes","no","no","no","yes","yes","yes",4,3,3,1,2,4,4,15,14,15
"GP","F",17,"U","GT3","T",3,3,"at_home","other","course","mother",1,1,0,"no","yes","yes","yes","yes","yes","yes","no",4,2,5,2,5,5,2,11,12,11
"GP","M",18,"U","LE3","T",2,2,"other","other","course","mother",1,4,0,"no","yes","yes","yes","yes","yes","yes","no",4,5,5,2,4,5,0,11,11,12
"GP","M",19,"R","GT3","T",3,2,"at_home","services","home","other",1,1,0,"no","yes","no","no","no","yes","no","yes",5,3,4,2,2,5,0,11,10,10
"GP","F",18,"U","GT3","T",2,2,"at_home","other","course","mother",4,2,0,"no","no","no","yes","yes","yes","no","yes",4,2,5,1,1,2,2,10,9,10
"GP","F",17,"R","GT3","T",2,4,"at_home","other","course","father",1,3,0,"no","yes","no","no","yes","yes","yes","yes",4,4,3,1,1,5,0,15,15,15
"GP","M",18,"U","GT3","T",2,2,"other","other","reputation","mother",1,1,0,"no","no","no","no","no","yes","yes","no",5,4,2,1,2,5,6,15,14,15
"GP","F",18,"U","GT3","T",3,3,"services","services","home","mother",1,2,0,"no","no","no","yes","yes","yes","yes","no",5,3,4,1,1,4,8,10,11,12
"GP","F",18,"U","LE3","T",2,2,"other","other","home","other",1,2,0,"no","no","no","yes","no","yes","yes","yes",4,3,3,1,1,2,0,10,9,12
"GP","F",18,"R","GT3","T",2,2,"at_home","other","course","mother",2,4,0,"no","no","no","yes","yes","yes","no","no",4,4,4,1,1,4,6,14,13,14
"GP","F",17,"U","GT3","T",3,4,"services","other","course","mother",1,3,0,"no","no","no","no","yes","yes","yes","no",4,4,5,1,3,5,8,11,13,14
"GP","F",17,"U","GT3","T",3,2,"other","other","home","mother",1,2,0,"no","yes","no","no","yes","yes","yes","yes",4,3,2,2,3,2,0,12,13,15
"GP","F",18,"U","LE3","T",3,3,"services","services","home","mother",1,4,0,"no","yes","no","no","yes","yes","yes","no",5,3,3,1,1,1,4,14,14,15
"GP","F",17,"R","GT3","A",3,2,"other","other","home","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",4,3,3,2,3,2,0,14,14,16
"GP","M",18,"U","GT3","T",4,4,"teacher","services","home","father",1,2,0,"no","yes","no","yes","yes","yes","yes","no",4,3,3,2,2,2,0,12,12,13
"GP","M",18,"U","LE3","T",3,4,"services","other","home","mother",1,2,0,"no","no","no","yes","yes","yes","yes","yes",4,3,3,1,3,5,6,16,16,17
"GP","F",17,"U","GT3","A",2,2,"at_home","at_home","home","father",1,2,0,"no","yes","no","no","yes","yes","yes","yes",3,3,1,1,2,4,18,10,12,14
"GP","F",18,"U","GT3","T",2,3,"at_home","other","course","mother",1,3,0,"no","yes","no","no","yes","yes","yes","no",4,3,3,1,2,3,0,11,12,14
"GP","F",18,"U","GT3","T",3,2,"other","services","other","mother",1,3,0,"no","no","no","no","yes","yes","yes","yes",5,4,3,2,3,1,4,14,16,17
"GP","M",18,"R","GT3","T",4,3,"teacher","services","course","mother",1,3,0,"no","no","no","no","yes","yes","yes","yes",5,3,2,1,2,4,4,15,14,17
"GP","M",18,"U","GT3","T",4,3,"teacher","other","course","mother",1,3,0,"no","yes","no","no","yes","yes","yes","yes",5,4,5,2,3,5,0,14,13,14
"GP","F",17,"U","GT3","T",4,3,"health","other","reputation","mother",1,3,0,"no","yes","no","yes","yes","yes","yes","yes",4,4,3,1,3,4,0,11,12,13
"GP","F",17,"U","GT3","T",2,1,"services","other","course","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","yes",4,3,4,2,2,1,10,12,15,15
"GP","F",17,"U","GT3","T",2,1,"services","other","reputation","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","no",4,3,5,2,4,4,4,12,16,16
"GP","F",19,"U","LE3","A",2,3,"at_home","other","home","other",2,1,1,"no","no","no","no","yes","no","yes","no",2,2,3,3,4,5,16,10,11,11
"GP","F",17,"U","GT3","T",3,1,"other","at_home","home","mother",1,1,1,"no","yes","yes","no","yes","yes","yes","yes",4,1,2,1,1,3,6,10,13,13
"GP","F",21,"U","LE3","T",4,4,"other","other","reputation","other",1,3,2,"no","no","yes","yes","yes","yes","yes","no",3,3,2,1,1,5,0,9,12,12
"GP","M",18,"U","LE3","T",2,2,"services","services","reputation","mother",1,2,0,"no","yes","no","yes","no","no","yes","no",4,4,4,1,3,3,11,9,11,12
"GP","M",18,"U","LE3","A",3,4,"other","other","reputation","other",1,2,0,"no","no","no","yes","yes","yes","yes","yes",4,3,5,1,4,2,9,13,14,15
"GP","F",17,"U","GT3","T",2,2,"services","services","reputation","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","no",4,3,4,1,3,4,0,13,17,17
"GP","M",17,"U","LE3","A",4,4,"health","other","reputation","mother",1,3,0,"no","yes","no","no","yes","yes","yes","no",4,4,2,1,2,4,2,12,15,15
"GP","F",18,"U","LE3","T",4,2,"teacher","other","course","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","no",4,2,2,1,1,3,0,14,17,17
"GP","M",21,"R","LE3","T",1,1,"at_home","other","course","other",2,2,2,"no","yes","no","yes","yes","no","yes","yes",5,3,3,5,2,4,21,9,10,10
"GP","F",20,"R","GT3","T",1,1,"other","other","reputation","other",2,3,0,"no","no","no","no","yes","yes","yes","yes",3,2,2,1,3,3,8,11,15,15
"GP","F",19,"U","GT3","T",4,4,"teacher","other","home","other",1,1,1,"no","yes","no","no","yes","yes","yes","yes",3,2,5,4,4,5,5,9,10,11
"GP","M",17,"U","LE3","A",3,2,"other","other","reputation","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",4,4,4,1,2,5,10,16,18,18
"GP","F",18,"U","GT3","T",3,2,"at_home","other","reputation","father",1,3,0,"no","yes","no","no","yes","yes","yes","yes",4,3,4,1,2,2,5,14,17,17
"GP","M",18,"R","GT3","T",2,3,"other","services","reputation","father",1,1,0,"no","no","no","no","yes","yes","yes","no",3,1,3,4,5,4,13,13,14,14
"GP","M",19,"U","GT3","T",2,1,"other","other","reputation","mother",1,1,0,"no","no","no","no","yes","yes","yes","no",5,3,4,1,4,4,10,7,11,11
"GP","F",18,"U","LE3","A",2,2,"services","other","reputation","mother",2,2,0,"no","yes","no","no","yes","yes","yes","no",4,1,4,1,3,4,10,14,17,17
"GP","F",20,"U","GT3","T",1,0,"other","other","reputation","mother",2,1,1,"yes","no","no","no","yes","yes","yes","yes",5,3,1,1,1,5,5,8,10,10
"GP","F",18,"U","GT3","T",3,2,"services","other","home","mother",1,2,0,"no","yes","no","yes","no","yes","yes","yes",3,1,2,1,2,1,4,10,13,13
"MS","F",16,"U","GT3","T",1,3,"at_home","other","other","father",2,1,0,"no","yes","no","no","yes","no","yes","yes",4,3,3,1,3,5,11,10,11,11
"MS","F",16,"R","GT3","T",2,2,"other","other","course","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","no",4,4,4,1,1,5,0,12,12,12
"MS","F",15,"R","GT3","T",1,1,"at_home","services","other","mother",1,1,1,"no","yes","no","no","yes","yes","no","yes",4,1,3,1,1,2,6,10,10,10
"MS","F",15,"R","GT3","T",3,3,"at_home","other","course","mother",2,1,0,"no","yes","no","no","yes","yes","yes","no",5,4,4,2,3,5,4,10,10,11
"MS","F",16,"R","GT3","T",2,3,"at_home","services","course","mother",2,2,0,"no","no","no","no","yes","yes","no","no",4,5,2,1,2,5,0,16,17,17
"MS","F",15,"R","LE3","T",2,1,"at_home","other","home","mother",2,1,0,"no","no","no","no","yes","no","no","no",1,3,4,1,1,1,0,6,8,9
"MS","M",16,"R","LE3","A",4,4,"at_home","other","home","mother",1,2,0,"no","yes","no","no","yes","yes","no","no",5,3,2,1,3,2,5,10,11,11
"MS","M",16,"U","GT3","A",1,2,"other","other","other","mother",1,3,0,"yes","no","no","no","yes","yes","yes","no",4,4,3,1,1,5,0,10,11,11
"MS","F",17,"R","GT3","T",3,2,"at_home","other","course","father",1,2,1,"no","no","no","no","yes","yes","no","yes",4,5,4,1,2,5,0,10,10,10
"MS","F",17,"R","GT3","T",1,1,"other","other","other","father",1,1,1,"no","yes","no","no","no","no","yes","no",5,4,4,2,2,5,0,6,6,7
"MS","F",15,"R","GT3","T",4,4,"teacher","other","course","mother",2,1,0,"no","no","no","no","yes","yes","yes","yes",1,5,1,3,5,5,0,13,14,14
"MS","F",16,"U","LE3","A",2,2,"at_home","other","reputation","mother",2,4,0,"no","no","no","yes","no","no","no","yes",1,2,1,1,1,1,4,10,9,11
"MS","F",15,"R","LE3","T",1,1,"at_home","services","reputation","father",2,2,0,"no","yes","no","no","yes","yes","yes","no",5,4,3,1,2,4,0,10,10,10
"MS","F",15,"R","LE3","T",1,1,"other","services","course","mother",2,1,1,"no","yes","no","no","yes","yes","yes","yes",4,4,3,1,2,2,4,6,7,8
"MS","F",16,"R","GT3","T",0,2,"other","other","other","mother",2,1,0,"no","yes","no","yes","yes","yes","no","no",3,2,3,1,2,2,0,12,11,12
"MS","F",17,"R","GT3","T",2,3,"other","other","course","mother",2,1,0,"no","yes","no","no","yes","yes","yes","no",5,5,5,1,3,3,2,10,11,12
"MS","F",15,"R","GT3","T",3,3,"other","services","course","father",2,1,0,"no","no","no","no","no","yes","yes","no",4,1,3,1,1,4,0,14,16,16
"MS","M",16,"U","GT3","T",1,1,"at_home","services","home","mother",2,2,0,"no","yes","no","yes","yes","yes","no","yes",5,4,5,4,5,3,0,7,0,0
"MS","M",17,"U","GT3","T",1,1,"other","other","home","mother",1,2,0,"no","no","yes","no","no","yes","yes","no",4,4,3,2,4,5,4,8,9,9
"MS","M",15,"R","LE3","T",4,1,"health","services","reputation","father",1,2,0,"no","yes","no","yes","yes","yes","yes","no",5,3,4,1,2,2,0,12,13,14
"MS","M",15,"R","LE3","T",4,1,"health","services","reputation","father",1,2,0,"no","yes","no","yes","yes","yes","yes","no",5,3,4,1,2,2,7,7,9,8
"MS","M",16,"R","GT3","T",3,4,"other","health","other","mother",3,2,0,"no","no","no","no","no","yes","no","no",3,4,5,1,2,5,4,9,10,11
"MS","M",15,"R","GT3","T",1,1,"other","other","course","mother",4,2,0,"no","yes","no","yes","yes","yes","no","yes",5,4,5,2,4,4,8,7,9,9
"MS","M",15,"U","LE3","T",3,3,"at_home","at_home","reputation","father",1,2,0,"no","yes","no","yes","yes","yes","yes","no",5,3,3,1,1,5,0,11,11,11
"MS","M",17,"R","GT3","T",2,1,"other","other","other","mother",3,1,0,"no","no","no","yes","yes","no","no","yes",5,5,5,5,5,3,8,8,10,9
"MS","F",16,"R","GT3","T",4,4,"teacher","teacher","course","mother",2,3,0,"no","no","no","yes","yes","yes","yes","yes",4,2,2,1,1,4,6,16,16,17
"MS","F",15,"R","GT3","T",1,2,"other","services","course","mother",2,1,0,"no","no","no","no","yes","yes","no","no",5,1,2,1,1,1,3,11,13,13
"MS","F",16,"R","GT3","T",2,3,"other","services","course","mother",3,2,0,"no","yes","no","no","yes","yes","yes","no",4,5,4,1,2,1,2,15,15,15
"MS","M",16,"R","GT3","T",1,2,"other","other","course","father",2,2,0,"no","no","no","no","yes","yes","no","no",4,3,3,1,1,5,0,10,11,11
"MS","F",16,"R","GT3","T",2,2,"other","other","course","mother",3,2,0,"no","yes","no","no","yes","yes","yes","no",4,4,5,1,1,4,4,9,10,11
"MS","F",16,"U","GT3","T",1,2,"other","services","course","mother",1,3,1,"no","yes","no","no","yes","yes","no","no",1,3,2,1,2,4,0,10,8,8
"MS","F",16,"U","GT3","T",1,2,"other","services","course","mother",1,3,1,"no","yes","no","no","yes","yes","no","no",1,3,2,1,2,4,3,9,8,8
"MS","F",15,"U","GT3","T",2,1,"at_home","other","home","mother",1,2,0,"yes","yes","no","no","no","yes","yes","no",4,4,2,3,3,2,0,9,10,9
"MS","F",16,"U","GT3","T",1,1,"at_home","other","course","father",1,2,0,"no","yes","no","no","no","yes","no","yes",5,4,3,2,1,2,0,13,14,15
"MS","M",17,"R","LE3","T",1,2,"at_home","services","reputation","mother",1,1,0,"no","yes","no","yes","yes","yes","yes","no",5,5,5,5,5,3,4,10,11,11
"MS","F",16,"R","GT3","T",1,1,"other","other","home","father",4,4,0,"no","yes","no","no","no","yes","yes","no",4,3,2,1,1,1,0,13,10,13
"MS","F",16,"R","GT3","T",1,1,"at_home","other","other","father",4,3,0,"yes","yes","no","no","yes","yes","no","no",4,4,3,1,1,5,2,10,9,10
"MS","F",15,"R","GT3","T",1,1,"at_home","other","home","father",2,2,0,"no","yes","no","yes","yes","yes","yes","no",4,3,3,1,1,2,1,11,10,11
"MS","F",16,"R","GT3","T",1,1,"at_home","other","other","mother",2,1,0,"no","no","no","yes","yes","yes","yes","yes",4,2,2,4,3,2,0,13,12,14
"MS","F",15,"R","GT3","T",1,1,"at_home","at_home","course","father",3,2,0,"no","yes","no","no","yes","yes","no","no",4,2,1,1,2,2,0,13,14,14
"MS","F",15,"R","LE3","T",2,2,"other","other","other","father",1,3,0,"yes","yes","no","no","yes","yes","no","no",4,4,3,2,2,5,2,14,11,12
"MS","M",16,"R","GT3","T",1,1,"at_home","other","other","father",2,1,0,"no","no","no","yes","yes","yes","no","no",3,4,4,3,4,5,6,11,11,11
"MS","F",18,"U","GT3","T",1,2,"other","other","course","father",1,2,1,"no","yes","no","yes","yes","yes","yes","yes",3,4,4,2,3,5,9,9,8,8
"MS","M",15,"U","GT3","T",3,1,"other","services","home","mother",2,1,0,"no","yes","no","no","yes","yes","no","no",3,2,3,1,3,4,0,10,9,11
"MS","F",16,"R","GT3","T",2,2,"other","services","course","father",3,2,0,"no","yes","no","yes","yes","yes","yes","no",5,3,4,1,1,2,1,14,13,14
"MS","M",15,"U","GT3","T",2,2,"health","other","reputation","mother",3,1,0,"no","no","no","no","yes","yes","no","no",4,3,3,1,2,4,1,13,12,13
"MS","M",16,"U","GT3","T",4,4,"other","teacher","course","father",1,2,0,"no","yes","no","yes","yes","yes","no","yes",4,3,1,1,1,3,0,13,12,13
"MS","F",15,"R","GT3","T",3,3,"services","other","reputation","mother",1,2,0,"no","yes","no","no","yes","yes","yes","yes",4,5,4,1,1,1,4,13,12,12
"MS","F",16,"R","GT3","T",2,2,"at_home","other","course","mother",2,2,1,"no","yes","no","yes","no","yes","no","no",4,4,4,2,3,5,2,12,11,12
"MS","F",16,"R","LE3","T",2,2,"other","other","home","father",3,1,0,"no","yes","no","yes","yes","yes","no","yes",4,3,2,1,1,4,0,14,14,16
"MS","M",16,"U","LE3","T",2,1,"at_home","services","course","mother",2,1,0,"no","yes","no","yes","yes","yes","yes","no",2,4,3,2,3,4,4,10,8,10
"MS","M",15,"R","LE3","T",1,3,"at_home","other","reputation","father",3,1,0,"no","yes","no","yes","yes","yes","yes","no",4,2,4,3,5,3,2,10,11,11
"MS","F",15,"U","GT3","T",2,2,"other","services","course","mother",2,3,0,"no","yes","no","yes","yes","yes","no","no",5,3,2,1,1,4,0,12,13,14
"MS","F",16,"R","LE3","T",2,1,"other","other","home","mother",1,1,0,"no","yes","no","no","yes","yes","yes","yes",5,4,3,1,1,5,2,10,8,8
"MS","M",15,"U","GT3","T",3,3,"services","services","course","father",2,1,0,"no","yes","no","yes","no","yes","yes","no",4,3,3,2,4,3,11,12,10,11
"MS","F",16,"R","GT3","T",1,1,"at_home","other","course","father",2,2,3,"yes","yes","no","no","yes","yes","no","no",3,4,3,1,1,1,0,7,7,8
"MS","F",17,"U","GT3","T",2,2,"other","at_home","course","mother",1,1,0,"no","yes","no","yes","yes","no","no","no",4,5,3,1,1,5,4,9,9,10
"MS","F",19,"U","GT3","T",2,3,"at_home","services","course","other",1,1,1,"no","no","no","no","yes","no","yes","yes",4,4,4,1,1,2,0,9,9,10
"MS","F",17,"R","GT3","T",2,1,"at_home","other","course","mother",3,1,0,"no","yes","no","yes","yes","no","no","yes",5,5,3,1,1,3,2,9,10,11
"MS","F",15,"R","LE3","T",1,1,"at_home","other","course","mother",2,1,0,"no","yes","no","no","yes","no","no","yes",5,2,1,1,3,4,0,9,10,9
"MS","F",16,"R","GT3","T",2,2,"other","other","course","father",3,2,0,"no","yes","no","no","yes","no","yes","no",3,4,5,1,2,1,1,9,10,11
"MS","F",16,"U","LE3","A",2,2,"other","other","home","mother",1,1,0,"no","yes","no","no","yes","no","no","no",4,3,4,1,2,1,6,7,7,8
"MS","F",17,"R","GT3","T",2,2,"at_home","other","course","mother",2,2,0,"no","yes","no","no","yes","yes","yes","no",4,3,5,1,2,4,0,11,10,11
"MS","F",16,"U","GT3","T",2,2,"other","services","course","father",1,1,1,"no","yes","yes","yes","no","yes","yes","no",4,4,3,1,4,3,1,9,10,10
"MS","F",18,"R","LE3","A",3,2,"other","other","course","other",2,3,2,"no","yes","no","no","no","no","no","yes",3,3,2,1,1,2,6,7,9,10
"MS","F",19,"U","GT3","T",1,1,"at_home","services","course","mother",1,3,1,"no","no","no","yes","yes","no","no","yes",5,3,1,1,1,3,6,7,9,9
"MS","M",18,"R","GT3","T",1,1,"other","other","home","mother",2,1,1,"no","no","no","yes","yes","no","yes","no",4,4,3,3,4,4,0,8,9,10
"MS","F",18,"R","GT3","T",1,1,"at_home","at_home","course","mother",2,1,1,"no","no","no","no","no","no","yes","yes",3,2,3,1,1,2,4,9,11,10
"MS","F",19,"U","GT3","T",1,1,"other","other","course","other",2,2,1,"no","yes","no","no","yes","yes","yes","yes",1,1,4,4,1,1,12,7,8,9
"MS","F",16,"R","GT3","A",2,2,"health","other","course","mother",1,2,0,"no","no","no","no","no","yes","no","yes",3,3,2,1,1,3,2,8,10,10
"MS","F",17,"U","GT3","T",0,1,"other","at_home","course","father",2,1,0,"no","no","no","yes","no","yes","no","no",2,4,4,3,5,5,5,9,9,10
"MS","F",16,"R","LE3","T",1,2,"at_home","other","course","mother",1,2,0,"no","no","no","yes","yes","no","yes","no",4,4,5,1,3,3,0,8,9,9
"MS","F",16,"U","GT3","T",3,3,"other","other","reputation","mother",1,1,0,"no","no","no","yes","yes","no","yes","yes",4,5,4,1,1,4,0,14,13,13
"MS","F",16,"R","LE3","T",1,1,"services","services","home","mother",1,1,0,"no","yes","no","yes","yes","yes","yes","yes",4,4,4,2,2,4,2,14,14,14
"MS","M",17,"U","GT3","T",3,3,"services","at_home","course","mother",2,4,1,"no","yes","yes","yes","yes","yes","no","no",5,4,5,3,4,5,0,10,11,10
"MS","F",16,"U","GT3","T",2,1,"other","services","course","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","no",5,3,3,1,1,1,0,14,13,14
"MS","F",16,"U","GT3","T",2,2,"services","other","course","mother",1,1,0,"no","yes","yes","yes","yes","yes","no","yes",4,2,5,1,2,5,0,17,16,16
"MS","M",17,"U","GT3","T",1,2,"other","other","course","father",1,1,1,"no","yes","no","yes","yes","no","yes","yes",5,3,5,5,5,1,12,6,7,7
"MS","M",16,"U","LE3","T",4,3,"other","other","course","father",1,1,0,"no","no","no","yes","yes","yes","yes","no",4,2,5,1,5,5,8,14,12,13
"MS","M",17,"R","LE3","T",2,2,"services","services","other","mother",3,4,1,"no","yes","no","no","yes","yes","no","no",1,3,5,3,5,3,2,10,8,9
"MS","F",16,"U","GT3","T",1,1,"other","other","course","other",1,4,0,"yes","yes","no","yes","yes","yes","yes","no",2,2,1,1,1,5,0,14,14,14
"MS","F",19,"U","LE3","T",2,2,"other","other","home","mother",1,3,0,"no","no","no","no","yes","yes","yes","yes",5,4,5,1,1,1,0,12,13,13
"MS","F",17,"R","GT3","T",1,1,"at_home","other","reputation","mother",2,1,0,"no","yes","no","yes","no","yes","yes","yes",4,4,5,1,2,5,0,11,11,11
"MS","F",20,"U","GT3","T",3,3,"at_home","services","other","mother",2,2,1,"no","no","no","yes","yes","yes","yes","yes",3,3,4,2,4,3,8,11,9,10
"MS","F",17,"U","LE3","T",1,1,"other","services","course","father",1,3,0,"no","yes","no","no","yes","yes","no","yes",4,3,3,1,1,3,0,11,11,10
"MS","M",17,"R","GT3","T",2,2,"other","other","course","mother",3,1,1,"no","yes","no","no","no","yes","yes","no",4,4,5,1,2,5,0,10,9,9
"MS","F",16,"R","LE3","T",1,1,"at_home","other","course","father",3,2,0,"no","yes","no","no","yes","yes","no","no",5,3,2,1,1,1,0,16,17,18
"MS","F",17,"R","GT3","T",2,2,"other","other","reputation","mother",2,2,0,"no","yes","no","yes","yes","yes","no","no",5,3,2,1,1,1,0,15,17,17
"MS","F",17,"U","GT3","A",1,0,"other","other","other","mother",2,2,0,"no","no","no","no","yes","yes","yes","yes",4,4,5,1,1,4,1,11,9,10
"MS","F",18,"R","GT3","T",1,1,"at_home","other","other","mother",1,2,1,"no","yes","no","no","yes","yes","yes","yes",4,3,2,1,1,5,9,7,7,7
"MS","F",16,"U","GT3","T",3,1,"other","other","course","mother",1,1,0,"no","no","no","yes","yes","yes","yes","no",3,1,3,1,3,1,0,8,6,8
"MS","F",16,"U","GT3","T",3,2,"services","at_home","course","mother",1,1,0,"no","no","no","no","yes","yes","yes","no",3,1,3,1,4,3,2,7,6,7
"MS","F",18,"U","LE3","T",1,1,"other","at_home","reputation","mother",2,2,0,"yes","no","no","no","yes","yes","no","no",2,3,5,1,4,3,8,9,8,10
"MS","F",16,"R","GT3","T",4,4,"health","teacher","reputation","father",1,2,0,"no","no","no","yes","no","yes","yes","yes",4,3,3,2,3,2,0,14,16,16
"MS","F",16,"R","LE3","T",1,2,"other","other","reputation","mother",2,1,0,"no","no","no","yes","yes","yes","yes","no",5,4,5,1,4,2,0,14,14,15
"MS","F",18,"U","GT3","A",2,4,"other","services","reputation","father",1,2,1,"no","yes","no","no","yes","yes","yes","no",2,3,2,1,3,1,8,8,5,8
"MS","M",16,"R","GT3","T",2,1,"other","services","reputation","mother",2,2,0,"no","no","no","yes","yes","yes","yes","no",5,2,1,1,1,2,0,8,7,0
"MS","F",16,"U","LE3","T",1,1,"at_home","other","other","mother",3,2,0,"no","yes","no","no","yes","yes","yes","no",4,3,2,1,3,5,6,6,8,8
"MS","F",16,"R","GT3","T",2,3,"at_home","services","other","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","no",3,3,3,1,1,2,0,8,10,10
"MS","F",16,"U","GT3","T",4,4,"health","health","course","mother",1,2,0,"no","yes","no","no","yes","yes","yes","yes",4,3,4,1,2,3,4,8,8,8
"MS","M",18,"U","LE3","T",4,4,"at_home","health","home","mother",1,4,0,"no","yes","no","yes","yes","no","yes","yes",5,5,5,5,5,5,2,5,6,6
"MS","F",16,"R","LE3","T",3,4,"at_home","other","other","mother",3,2,0,"no","yes","no","no","no","yes","no","no",4,2,1,1,1,2,2,7,9,8
"MS","M",17,"U","LE3","T",4,4,"other","services","home","mother",1,3,0,"no","yes","no","no","yes","yes","yes","no",4,4,3,1,2,5,0,15,14,16
"MS","F",17,"R","GT3","T",4,1,"other","other","other","mother",1,1,0,"no","no","no","no","yes","yes","yes","yes",4,2,3,1,2,5,1,13,14,14
"MS","M",16,"U","LE3","T",2,2,"services","services","other","mother",4,3,0,"no","no","no","no","yes","yes","no","no",5,1,3,2,2,3,0,10,9,10
"MS","F",17,"R","GT3","T",2,2,"at_home","other","other","mother",1,1,0,"no","yes","yes","no","yes","yes","yes","no",5,1,3,1,2,5,5,9,9,9
"MS","F",16,"U","LE3","T",4,4,"services","services","other","father",2,1,0,"no","yes","no","no","yes","yes","no","no",5,1,3,1,2,5,1,11,11,11
"MS","M",17,"U","GT3","T",3,3,"services","services","home","mother",1,1,0,"no","yes","no","yes","yes","yes","yes","no",4,1,4,5,5,3,8,7,10,9
"MS","M",17,"U","GT3","T",1,1,"at_home","services","other","mother",3,2,0,"no","no","no","no","yes","yes","yes","yes",5,1,3,3,3,1,0,10,10,10
"MS","M",16,"U","GT3","T",2,1,"health","services","other","mother",2,2,0,"no","no","no","no","no","yes","yes","yes",4,2,2,1,4,5,2,9,7,8
"MS","F",16,"U","LE3","T",2,1,"other","services","other","mother",1,2,0,"no","no","no","no","yes","yes","yes","yes",3,2,2,1,1,3,0,14,15,16
"MS","M",16,"U","LE3","T",4,4,"teacher","health","other","father",1,1,0,"no","yes","no","no","yes","yes","yes","no",4,1,2,2,5,5,0,11,12,12
"MS","M",15,"R","GT3","T",1,2,"other","services","course","mother",3,2,0,"no","yes","no","yes","yes","yes","no","no",5,5,5,1,3,5,11,9,11,10
"MS","M",15,"U","LE3","A",2,2,"other","other","reputation","mother",3,4,0,"no","yes","no","yes","yes","yes","no","no",5,4,5,2,3,5,8,13,14,14
"MS","M",15,"U","LE3","A",2,1,"services","services","course","mother",1,1,0,"no","no","no","yes","yes","yes","yes","no",4,3,3,1,2,5,11,12,13,12
"MS","F",16,"R","LE3","T",2,2,"other","other","course","mother",1,3,0,"no","yes","no","no","no","yes","no","yes",4,3,3,2,2,5,2,11,11,11
"MS","F",16,"U","LE3","T",4,1,"other","other","home","mother",2,2,0,"no","yes","no","yes","yes","yes","yes","no",1,2,4,2,2,1,8,9,10,10
"MS","F",17,"U","GT3","T",3,2,"at_home","other","home","mother",2,1,0,"no","no","no","no","yes","yes","no","yes",4,3,3,2,2,1,5,9,11,11
"MS","F",17,"R","GT3","T",2,2,"other","other","other","mother",2,2,0,"yes","no","yes","no","yes","yes","no","no",5,1,3,1,1,5,0,11,9,11
"MS","F",16,"U","GT3","T",4,4,"teacher","services","course","mother",2,3,0,"no","yes","no","no","yes","yes","yes","yes",5,3,5,1,4,5,1,10,11,12
"MS","M",17,"R","GT3","T",4,4,"health","other","course","father",3,1,3,"no","no","no","yes","yes","yes","yes","yes",3,3,3,1,3,5,2,9,9,8
"MS","M",17,"R","LE3","T",1,3,"other","other","course","father",2,1,0,"no","no","no","yes","yes","yes","no","yes",5,1,2,3,3,5,2,12,11,12
"MS","M",17,"U","GT3","T",3,4,"services","other","other","mother",1,2,1,"no","yes","no","yes","no","yes","yes","yes",5,4,4,3,4,5,8,8,9,8
"MS","F",17,"U","GT3","T",4,4,"health","health","course","father",1,2,0,"no","yes","no","no","yes","yes","yes","no",5,2,5,1,1,5,0,13,15,16
"MS","M",16,"R","LE3","T",4,1,"other","at_home","other","father",1,1,0,"no","no","no","no","yes","yes","yes","no",4,1,2,2,1,2,0,10,11,11
"MS","F",17,"U","GT3","A",1,1,"at_home","at_home","other","mother",1,2,0,"no","no","no","yes","yes","yes","yes","yes",4,5,5,1,2,3,2,11,10,11
"MS","F",17,"R","GT3","T",4,2,"other","other","course","mother",2,2,0,"yes","yes","no","no","no","yes","yes","no",4,3,3,2,3,5,0,17,18,18
"MS","M",16,"U","LE3","A",2,2,"other","services","course","father",2,2,0,"no","yes","no","no","no","yes","yes","yes",4,1,2,2,2,5,0,12,13,13
"MS","M",17,"U","GT3","T",3,2,"other","other","other","father",2,2,0,"no","yes","yes","no","yes","yes","yes","no",4,1,2,2,2,1,0,13,14,13
"MS","M",19,"U","GT3","T",1,1,"other","other","other","mother",1,2,2,"no","yes","no","yes","yes","no","yes","no",4,4,3,3,4,4,2,9,9,10
"MS","M",17,"U","LE3","A",1,0,"other","other","home","mother",1,1,0,"no","no","no","no","yes","yes","no","yes",4,1,2,1,1,5,4,11,11,12
"MS","F",17,"R","GT3","T",1,1,"at_home","at_home","course","father",2,1,0,"no","yes","no","yes","yes","no","yes","yes",3,5,5,2,2,4,3,10,11,10
"MS","F",16,"R","GT3","T",1,2,"other","other","home","father",1,3,0,"yes","yes","no","no","no","yes","yes","yes",4,3,4,1,1,3,5,13,14,13
"MS","M",16,"R","LE3","T",1,2,"other","at_home","course","mother",1,1,0,"no","no","no","no","yes","yes","no","no",4,4,4,2,4,5,4,9,10,11
"MS","F",17,"R","GT3","T",3,1,"other","other","course","mother",2,2,3,"no","yes","no","yes","no","yes","yes","yes",5,4,4,1,1,5,2,7,9,10
"MS","M",17,"R","GT3","T",2,2,"other","other","course","mother",2,1,0,"no","no","no","yes","yes","no","no","yes",5,5,5,3,5,5,0,8,13,10
"MS","M",18,"R","GT3","T",1,0,"at_home","at_home","course","other",3,1,1,"yes","yes","no","no","yes","yes","no","no",4,3,2,1,1,4,0,12,12,13
"MS","M",17,"R","GT3","T",1,1,"other","services","course","mother",2,1,0,"no","yes","no","yes","no","yes","yes","yes",4,5,5,1,3,2,0,10,9,10
"MS","M",18,"U","LE3","T",1,1,"at_home","at_home","course","mother",2,2,0,"no","yes","no","yes","yes","yes","no","no",4,3,3,1,4,5,6,10,9,10
"MS","F",16,"R","LE3","T",2,2,"other","services","course","father",1,2,0,"no","no","no","yes","yes","yes","no","yes",5,4,3,1,1,1,0,11,13,12
"MS","M",17,"U","GT3","T",2,2,"other","other","course","mother",1,1,1,"no","no","no","yes","yes","yes","no","yes",1,2,1,2,3,5,0,7,0,0
"MS","M",16,"R","GT3","T",3,2,"services","other","course","father",2,1,0,"no","no","no","no","yes","yes","yes","no",4,5,5,2,3,5,2,11,9,10
"MS","M",16,"R","LE3","T",1,1,"at_home","other","course","mother",2,1,0,"no","no","no","yes","yes","yes","yes","no",4,5,5,2,4,5,0,10,10,9
"MS","M",18,"R","GT3","T",1,1,"services","other","course","other",2,1,1,"no","yes","no","no","yes","no","yes","yes",5,3,3,2,3,5,2,9,7,9
"MS","M",18,"R","GT3","T",3,2,"services","other","course","mother",1,1,1,"no","no","no","no","yes","no","yes","no",2,3,1,2,2,5,0,4,0,0
"MS","M",19,"U","GT3","T",3,2,"at_home","services","course","mother",2,1,3,"no","no","no","yes","yes","yes","no","no",3,2,1,1,1,3,4,6,11,9
"MS","M",18,"U","GT3","T",3,3,"at_home","at_home","course","mother",1,2,2,"no","yes","no","yes","yes","no","yes","no",4,4,5,1,3,3,9,4,8,8
"MS","M",16,"R","GT3","T",2,2,"services","services","course","mother",2,1,0,"no","yes","no","yes","yes","yes","yes","yes",5,4,3,2,4,4,6,7,8,8
"MS","M",19,"U","GT3","T",2,1,"at_home","other","course","other",2,1,3,"no","no","no","yes","no","no","yes","yes",4,4,3,1,3,5,4,8,9,9
"MS","F",16,"U","GT3","A",3,2,"services","at_home","course","mother",2,2,2,"no","yes","no","yes","yes","yes","no","yes",2,5,5,1,1,1,8,5,5,7
"MS","F",17,"U","GT3","T",1,1,"other","at_home","course","mother",1,1,0,"no","yes","no","yes","yes","yes","no","no",4,3,2,1,2,5,9,7,9,10
"MS","M",20,"R","GT3","T",1,1,"other","other","course","other",2,1,1,"no","yes","no","no","yes","no","yes","yes",4,4,3,2,4,4,12,8,11,10
"MS","F",18,"R","GT3","A",4,3,"services","services","course","mother",1,1,0,"no","yes","no","no","yes","yes","yes","no",5,4,4,3,4,2,8,10,11,10
"MS","M",18,"R","GT3","T",3,2,"other","other","course","mother",2,1,0,"no","yes","no","no","no","yes","yes","no",2,5,5,5,5,5,8,9,10,11
"MS","M",19,"R","GT3","T",1,1,"other","services","home","other",3,2,1,"no","no","no","no","yes","yes","yes","no",5,4,4,3,3,2,8,10,9,11
"MS","M",17,"U","GT3","T",3,3,"health","other","course","mother",2,2,1,"no","yes","no","no","yes","yes","yes","no",4,5,4,2,3,3,4,8,9,10
"MS","M",18,"U","LE3","T",1,3,"at_home","services","course","mother",1,1,0,"no","no","no","no","yes","no","yes","yes",4,3,3,2,3,3,0,9,10,9
"MS","M",19,"R","GT3","T",1,1,"other","other","home","other",3,1,1,"no","yes","no","no","yes","yes","yes","no",4,4,4,3,3,5,4,8,9,10
"MS","F",18,"U","GT3","A",1,2,"at_home","other","course","mother",2,2,2,"no","yes","no","no","yes","yes","no","no",4,3,3,1,1,5,2,6,8,8
"MS","F",19,"U","LE3","A",1,1,"at_home","other","course","mother",1,1,0,"no","yes","no","no","yes","no","no","no",1,4,4,1,1,5,0,6,8,7
"MS","F",18,"R","GT3","T",2,2,"other","other","other","mother",2,1,1,"no","no","no","no","yes","no","yes","yes",5,5,5,1,1,3,0,8,6,0
"MS","F",17,"R","GT3","T",0,0,"at_home","other","course","mother",2,1,0,"no","yes","no","no","yes","yes","yes","no",4,4,3,1,1,5,0,10,11,11
"MS","F",17,"R","LE3","A",3,1,"other","at_home","course","other",2,3,0,"no","yes","yes","no","yes","no","no","no",4,2,3,2,2,3,5,8,7,8
"MS","F",17,"U","GT3","T",4,2,"teacher","services","home","mother",1,2,0,"yes","yes","no","yes","yes","yes","yes","no",5,5,5,1,3,5,0,8,8,0
"MS","F",18,"R","LE3","T",2,2,"services","services","course","mother",1,2,1,"no","yes","no","yes","yes","yes","yes","no",2,3,3,1,2,4,3,7,6,8
"MS","F",17,"U","GT3","T",4,1,"health","at_home","course","mother",1,1,0,"no","yes","no","no","yes","yes","no","yes",3,2,2,1,1,5,0,8,10,9
"MS","F",17,"U","LE3","T",1,2,"at_home","other","course","father",1,1,0,"no","no","no","no","yes","yes","yes","no",5,5,1,1,1,3,0,7,10,10
"MS","F",18,"U","GT3","T",1,1,"other","other","course","mother",3,2,2,"no","no","no","yes","yes","yes","no","yes",3,4,4,2,2,5,3,7,8,7
"MS","F",18,"U","GT3","T",2,2,"services","at_home","reputation","father",2,2,0,"no","no","no","yes","no","yes","yes","no",4,3,5,1,1,1,2,12,13,14
"MS","F",17,"U","GT3","T",3,3,"services","services","course","mother",2,1,0,"no","yes","no","no","yes","yes","yes","no",4,4,3,1,1,4,0,11,12,13
"MS","F",18,"U","LE3","A",1,2,"at_home","other","reputation","mother",2,2,0,"no","no","no","no","yes","yes","yes","no",4,4,3,1,2,4,0,12,13,14
"MS","F",18,"U","GT3","T",4,4,"teacher","teacher","reputation","mother",2,2,0,"no","no","no","yes","no","yes","yes","no",4,3,5,1,2,1,0,18,18,18
"MS","M",18,"U","LE3","T",4,4,"services","other","reputation","mother",1,1,0,"no","yes","no","yes","yes","yes","yes","no",5,4,5,1,1,5,3,17,17,17
"MS","F",17,"U","GT3","T",4,2,"other","other","course","mother",2,2,0,"no","yes","no","no","yes","yes","yes","no",4,3,3,1,2,4,0,17,18,18
"MS","F",18,"R","GT3","T",2,2,"at_home","other","course","mother",3,2,1,"no","no","no","yes","yes","yes","no","yes",4,3,3,1,1,4,0,9,0,0
"MS","M",18,"U","LE3","T",1,2,"at_home","services","home","mother",2,1,0,"no","yes","no","no","no","yes","no","no",4,1,4,5,5,1,8,10,11,11
"MS","M",18,"R","GT3","T",4,4,"at_home","services","other","mother",3,1,0,"no","yes","yes","yes","yes","yes","yes","yes",2,5,5,1,1,1,5,12,13,14
"MS","M",17,"R","GT3","T",1,1,"other","services","other","father",3,1,0,"no","no","no","no","no","no","no","no",4,2,3,3,4,4,4,12,13,14
"MS","F",18,"U","GT3","T",2,2,"other","other","course","mother",2,2,0,"no","yes","no","no","no","yes","yes","yes",1,3,1,1,1,2,4,8,8,10
"MS","F",18,"U","LE3","T",2,2,"services","services","course","father",2,3,0,"no","no","no","no","yes","yes","yes","yes",5,4,5,1,4,3,0,11,12,13
"MS","F",18,"R","LE3","A",4,2,"teacher","other","reputation","mother",1,2,0,"no","no","no","yes","yes","yes","yes","yes",5,3,1,1,1,5,0,5,0,0
"MS","F",18,"U","GT3","T",1,1,"at_home","services","course","mother",3,2,1,"no","no","no","no","yes","no","no","no",4,4,2,1,2,2,2,9,10,10
"MS","F",19,"U","GT3","T",1,1,"at_home","services","other","father",2,1,1,"no","no","no","no","yes","no","no","no",5,5,5,2,3,2,0,5,0,0
"MS","F",17,"U","GT3","T",4,2,"teacher","other","course","father",2,4,0,"no","no","no","no","yes","yes","yes","yes",4,2,3,3,1,5,0,18,18,18
"MS","F",17,"R","LE3","A",2,1,"services","other","reputation","mother",2,2,0,"no","no","no","yes","yes","yes","yes","yes",5,3,3,1,2,2,5,11,11,12
"MS","F",18,"U","LE3","A",1,1,"at_home","services","course","mother",1,2,0,"no","no","no","no","yes","yes","no","yes",5,2,3,1,2,3,2,8,10,11
"MS","F",18,"U","GT3","T",1,2,"at_home","at_home","course","father",2,2,0,"no","yes","no","no","yes","no","no","no",4,1,1,1,1,4,0,11,11,12
"MS","F",19,"R","GT3","A",1,1,"at_home","at_home","course","other",2,2,3,"no","yes","no","yes","yes","no","no","yes",3,5,4,1,4,1,0,8,0,0
"MS","F",18,"R","GT3","T",2,2,"services","other","home","mother",2,3,0,"no","no","no","no","yes","yes","yes","yes",4,2,1,1,1,4,5,14,14,15
"MS","M",17,"R","GT3","T",4,3,"services","other","home","mother",2,2,1,"no","yes","yes","yes","no","yes","yes","yes",4,5,5,1,3,2,4,10,11,11
"MS","F",18,"U","GT3","T",3,3,"services","services","course","father",1,2,0,"no","yes","no","no","yes","yes","no","yes",5,3,4,1,1,5,0,10,10,10
"MS","F",17,"R","GT3","T",4,4,"teacher","services","other","father",2,2,0,"no","yes","yes","yes","yes","yes","yes","no",4,3,3,1,2,5,2,12,12,12
"MS","F",17,"U","LE3","A",3,2,"services","other","reputation","mother",2,2,0,"no","no","no","no","yes","yes","no","yes",1,2,3,1,2,5,0,15,14,15
"MS","M",18,"U","LE3","T",1,1,"other","services","home","father",2,1,0,"no","no","no","no","no","yes","yes","yes",3,3,2,1,2,3,2,14,13,14
"MS","F",18,"U","LE3","T",1,1,"at_home","services","course","father",2,3,0,"no","no","no","no","yes","yes","yes","no",5,3,2,1,1,4,0,19,17,18
"MS","F",18,"R","LE3","A",1,2,"at_home","other","course","mother",3,2,0,"no","no","no","no","yes","yes","no","yes",4,3,4,1,4,5,0,16,15,15
"MS","F",18,"U","GT3","T",3,3,"services","services","other","mother",2,2,0,"no","yes","no","no","yes","yes","yes","yes",4,3,2,1,3,3,6,13,12,13
"MS","F",17,"U","LE3","T",4,4,"at_home","at_home","course","mother",1,2,0,"no","yes","no","yes","yes","yes","yes","yes",2,3,4,1,1,1,4,15,14,15
"MS","F",17,"R","GT3","T",1,2,"other","services","course","father",2,2,0,"no","no","no","no","no","yes","no","no",3,2,2,1,2,3,0,13,13,13
"MS","M",18,"R","GT3","T",1,3,"at_home","other","course","mother",2,2,0,"no","yes","yes","no","yes","yes","no","no",3,3,4,2,4,3,0,8,10,9
"MS","M",18,"U","LE3","T",4,4,"teacher","services","other","mother",2,3,0,"no","no","no","no","yes","yes","yes","yes",4,2,2,2,2,5,0,15,16,16
"MS","F",17,"R","GT3","T",1,1,"other","services","reputation","mother",3,1,1,"no","yes","no","no","yes","yes","yes","yes",5,2,1,1,2,1,0,8,8,9
"MS","F",18,"U","GT3","T",2,3,"at_home","services","course","father",2,1,0,"no","yes","no","no","yes","yes","yes","yes",5,2,3,1,2,4,0,10,10,10
"MS","F",18,"R","GT3","T",4,4,"other","teacher","other","father",3,2,0,"no","yes","no","no","no","yes","yes","yes",3,2,2,4,2,5,0,7,5,0
"MS","M",18,"R","LE3","T",1,2,"at_home","services","other","father",3,1,0,"no","yes","no","yes","yes","no","yes","yes",4,3,3,2,3,3,3,9,10,10
"MS","F",17,"U","GT3","T",2,2,"other","at_home","home","mother",1,3,0,"no","no","no","yes","yes","yes","no","yes",3,4,3,1,1,3,8,10,11,12
"MS","F",17,"R","GT3","T",1,2,"other","other","course","mother",1,1,0,"no","no","no","yes","yes","yes","yes","no",3,5,5,1,3,1,4,7,8,9
"MS","F",18,"R","LE3","T",4,4,"other","other","reputation","mother",2,3,0,"no","no","no","no","yes","yes","yes","no",5,4,4,1,1,1,0,15,17,17
"MS","F",18,"R","GT3","T",1,1,"other","other","home","mother",4,3,0,"no","no","no","no","yes","yes","yes","no",4,3,2,1,2,4,4,10,11,12
"MS","F",19,"R","GT3","T",1,1,"at_home","other","course","other",2,2,1,"no","yes","no","no","yes","yes","yes","yes",4,3,3,1,1,3,4,7,8,9
"MS","F",18,"R","LE3","T",4,4,"teacher","services","course","mother",1,2,0,"no","no","no","yes","yes","yes","yes","no",5,4,3,3,4,2,1,13,14,14
"MS","F",18,"U","GT3","T",3,3,"other","other","home","mother",1,2,0,"no","no","no","no","yes","yes","yes","yes",4,1,3,1,2,1,1,16,16,16
"MS","F",17,"R","GT3","T",3,1,"at_home","other","reputation","mother",1,2,0,"no","yes","no","yes","no","yes","yes","no",4,5,4,2,3,1,10,8,9,9
"MS","M",18,"U","GT3","T",4,4,"teacher","teacher","home","father",1,2,0,"no","no","no","yes","no","yes","yes","no",3,2,4,1,4,2,4,17,18,19
"MS","M",18,"R","GT3","T",2,1,"other","other","other","mother",2,1,0,"no","no","no","yes","no","yes","yes","yes",4,4,3,1,3,5,0,7,7,0
"MS","M",17,"U","GT3","T",2,3,"other","services","home","father",2,2,0,"no","no","no","yes","yes","yes","yes","no",4,4,3,1,1,3,4,14,15,16
"MS","M",19,"R","GT3","T",1,1,"other","services","other","mother",2,1,1,"no","no","no","no","yes","yes","no","no",4,3,2,1,3,5,0,5,8,0
"MS","M",18,"R","GT3","T",4,2,"other","other","home","father",2,1,1,"no","no","yes","no","yes","yes","no","no",5,4,3,4,3,3,0,7,7,0
"MS","F",18,"R","GT3","T",2,2,"at_home","other","other","mother",2,3,0,"no","no","no","no","yes","yes","no","no",5,3,3,1,3,4,0,14,17,15
"MS","F",17,"U","GT3","T",4,3,"teacher","other","other","mother",2,2,0,"no","no","no","no","yes","yes","yes","no",5,5,4,1,1,1,0,6,9,11
"MS","F",18,"R","GT3","T",4,4,"teacher","at_home","reputation","mother",3,1,0,"no","yes","no","yes","yes","yes","yes","yes",4,4,3,2,2,5,4,7,9,10
"MS","F",19,"R","GT3","T",2,3,"services","other","course","mother",1,3,1,"no","no","no","yes","no","yes","yes","no",5,4,2,1,2,5,4,10,11,10
"MS","F",18,"U","LE3","T",3,1,"teacher","services","course","mother",1,2,0,"no","yes","no","no","yes","yes","yes","no",4,3,4,1,1,1,4,15,15,16
"MS","F",18,"U","GT3","T",1,1,"other","other","course","mother",2,2,0,"no","no","no","yes","yes","yes","no","no",1,1,1,1,1,5,6,11,12,9
"MS","M",17,"U","LE3","T",3,1,"services","services","course","mother",2,1,0,"no","no","no","no","no","yes","yes","no",2,4,5,3,4,2,6,10,10,10
"MS","M",18,"R","LE3","T",3,2,"services","other","course","mother",3,1,0,"no","no","no","no","no","yes","yes","no",4,4,1,3,4,5,4,10,11,11