school,sex,age,address,famsize,Pstatus,Medu,Fedu,Mjob,Fjob,reason,guardian,traveltime,studytime,failures,schoolsup,famsup,paid,activities,nursery,higher,internet,romantic,famrel,freetime,goout,Dalc,Walc,health,absences,G1,G2,G3
"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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
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"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