Upload student-por.csv
Browse filesThis data approach student achievement in secondary education of two Portuguese schools. The data attributes include student grades, demographic, social and school related features) and it was collected by using school reports and questionnaires. Two datasets are provided regarding the performance in two distinct subjects: Mathematics (mat) and Portuguese language (por).
P. Cortez and A. Silva. Using Data Mining to Predict Secondary School Student Performance. In A. Brito and J. Teixeira Eds., Proceedings of 5th FUture BUsiness TEChnology Conference (FUBUTEC 2008) pp. 5-12, Porto, Portugal, April, 2008, EUROSIS, ISBN 978-9077381-39-7.
- student-por.csv +650 -0
student-por.csv
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| 1 |
+
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
|
| 2 |
+
"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
|
| 3 |
+
"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
|
| 4 |
+
"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
|
| 5 |
+
"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
|
| 6 |
+
"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
|
| 7 |
+
"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
|
| 8 |
+
"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
|
| 9 |
+
"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
|
| 10 |
+
"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
|
| 11 |
+
"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
|
| 12 |
+
"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
|
| 13 |
+
"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
|
| 14 |
+
"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
|
| 15 |
+
"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
|
| 16 |
+
"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
|
| 17 |
+
"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
|
| 18 |
+
"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
|
| 19 |
+
"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
|
| 20 |
+
"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
|
| 21 |
+
"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
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| 22 |
+
"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
|
| 23 |
+
"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
|
| 24 |
+
"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
|
| 25 |
+
"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
|
| 26 |
+
"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
|
| 27 |
+
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|
| 28 |
+
"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
|
| 29 |
+
"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
|
| 30 |
+
"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
|
| 31 |
+
"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
|
| 32 |
+
"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
|
| 33 |
+
"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
|
| 34 |
+
"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
|
| 35 |
+
"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
|
| 36 |
+
"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
|
| 37 |
+
"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
|
| 38 |
+
"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
|
| 39 |
+
"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
|
| 40 |
+
"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
|
| 41 |
+
"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
|
| 42 |
+
"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
|
| 43 |
+
"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
|
| 44 |
+
"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
|
| 45 |
+
"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
|
| 46 |
+
"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
|
| 47 |
+
"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
|
| 48 |
+
"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
|
| 49 |
+
"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
|
| 50 |
+
"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
|
| 51 |
+
"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
|
| 52 |
+
"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
|
| 53 |
+
"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
|
| 54 |
+
"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
|
| 55 |
+
"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
|
| 56 |
+
"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
|
| 57 |
+
"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
|
| 58 |
+
"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
|
| 59 |
+
"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
|
| 60 |
+
"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
|
| 61 |
+
"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
|
| 62 |
+
"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
|
| 63 |
+
"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
|
| 64 |
+
"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
|
| 65 |
+
"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
|
| 66 |
+
"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
|
| 67 |
+
"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
|
| 68 |
+
"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
|
| 69 |
+
"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
|
| 70 |
+
"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
|
| 71 |
+
"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
|
| 72 |
+
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|
| 73 |
+
"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
|
| 74 |
+
"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
|
| 75 |
+
"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
|
| 76 |
+
"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
|
| 77 |
+
"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
|
| 78 |
+
"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
|
| 79 |
+
"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
|
| 80 |
+
"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
|
| 81 |
+
"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
|
| 82 |
+
"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
|
| 83 |
+
"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
|
| 84 |
+
"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
|
| 85 |
+
"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
|
| 86 |
+
"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
|
| 87 |
+
"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
|
| 88 |
+
"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
|
| 89 |
+
"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
|
| 90 |
+
"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
|
| 91 |
+
"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
|
| 92 |
+
"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
|
| 93 |
+
"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
|
| 94 |
+
"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
|
| 95 |
+
"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
|
| 96 |
+
"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
|
| 97 |
+
"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
|
| 98 |
+
"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
|
| 99 |
+
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|
| 100 |
+
"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
|
| 101 |
+
"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
|
| 102 |
+
"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
|
| 103 |
+
"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
|
| 104 |
+
"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
|
| 105 |
+
"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
|
| 106 |
+
"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
|
| 107 |
+
"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
|
| 108 |
+
"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
|
| 109 |
+
"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
|
| 110 |
+
"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
|
| 111 |
+
"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
|
| 112 |
+
"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
|
| 113 |
+
"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
|
| 114 |
+
"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
|
| 115 |
+
"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
|
| 116 |
+
"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
|
| 117 |
+
"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
|
| 118 |
+
"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
|
| 119 |
+
"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
|
| 120 |
+
"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
|
| 121 |
+
"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
|
| 122 |
+
"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
|
| 123 |
+
"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
|
| 124 |
+
"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
|
| 125 |
+
"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
|
| 126 |
+
"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
|
| 127 |
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| 129 |
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| 130 |
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| 131 |
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| 132 |
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| 133 |
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| 134 |
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| 135 |
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| 137 |
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| 138 |
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| 139 |
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| 140 |
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| 141 |
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| 142 |
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| 143 |
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| 144 |
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| 145 |
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| 146 |
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| 147 |
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| 148 |
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| 149 |
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| 150 |
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| 151 |
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| 152 |
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| 153 |
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| 154 |
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| 155 |
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| 156 |
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| 157 |
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| 158 |
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| 159 |
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| 160 |
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| 161 |
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| 162 |
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| 163 |
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| 164 |
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| 165 |
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| 166 |
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| 167 |
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| 168 |
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| 169 |
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| 170 |
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| 171 |
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| 172 |
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| 173 |
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| 174 |
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| 175 |
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| 176 |
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| 177 |
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| 178 |
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| 179 |
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| 180 |
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| 181 |
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| 182 |
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| 183 |
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| 184 |
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| 185 |
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| 186 |
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| 187 |
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| 188 |
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| 189 |
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| 190 |
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| 191 |
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| 192 |
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| 193 |
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| 194 |
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| 195 |
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| 196 |
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| 197 |
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| 198 |
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| 199 |
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| 200 |
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| 201 |
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| 202 |
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| 203 |
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| 204 |
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| 205 |
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| 206 |
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| 207 |
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| 208 |
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| 209 |
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| 210 |
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| 211 |
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| 212 |
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| 213 |
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| 214 |
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| 215 |
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| 216 |
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| 217 |
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| 218 |
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| 219 |
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| 220 |
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| 221 |
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| 222 |
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| 223 |
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| 224 |
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| 225 |
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| 226 |
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| 227 |
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| 228 |
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| 230 |
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| 231 |
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| 232 |
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| 233 |
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| 234 |
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| 235 |
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| 236 |
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| 237 |
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| 238 |
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| 239 |
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| 240 |
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| 241 |
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| 242 |
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| 243 |
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| 244 |
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| 245 |
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| 246 |
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| 247 |
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| 248 |
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| 249 |
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| 250 |
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| 251 |
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| 252 |
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| 253 |
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| 254 |
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| 255 |
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| 256 |
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| 257 |
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| 258 |
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| 259 |
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| 260 |
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| 261 |
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| 262 |
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| 263 |
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| 264 |
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| 265 |
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| 266 |
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| 267 |
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| 268 |
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| 269 |
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| 270 |
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| 271 |
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| 272 |
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| 273 |
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| 274 |
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| 275 |
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| 276 |
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| 277 |
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| 278 |
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| 279 |
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| 280 |
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| 281 |
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| 282 |
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| 283 |
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| 284 |
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| 285 |
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| 286 |
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| 287 |
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| 288 |
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| 289 |
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| 290 |
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| 291 |
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| 292 |
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| 293 |
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| 294 |
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| 295 |
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| 296 |
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| 297 |
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| 298 |
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| 299 |
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| 300 |
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| 301 |
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| 302 |
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| 303 |
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| 304 |
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| 305 |
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| 306 |
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| 307 |
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| 308 |
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| 309 |
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| 310 |
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| 311 |
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| 312 |
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| 313 |
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| 314 |
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| 315 |
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| 316 |
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| 317 |
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| 318 |
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| 319 |
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| 320 |
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| 321 |
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| 322 |
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| 323 |
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| 324 |
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| 325 |
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| 326 |
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| 327 |
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| 328 |
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| 329 |
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|
| 330 |
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|
| 331 |
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|
| 332 |
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|
| 333 |
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|
| 334 |
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|
| 335 |
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|
| 336 |
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|
| 337 |
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|
| 338 |
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|
| 339 |
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|
| 340 |
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|
| 341 |
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|
| 342 |
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|
| 343 |
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|
| 344 |
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|
| 345 |
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|
| 346 |
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|
| 347 |
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|
| 348 |
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|
| 349 |
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|
| 350 |
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|
| 351 |
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|
| 352 |
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|
| 353 |
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|
| 354 |
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|
| 355 |
+
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|
| 356 |
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|
| 357 |
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|
| 358 |
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|
| 359 |
+
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|
| 360 |
+
"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
|
| 361 |
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|
| 362 |
+
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|
| 363 |
+
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|
| 364 |
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|
| 365 |
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|
| 366 |
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|
| 367 |
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|
| 368 |
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|
| 369 |
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|
| 370 |
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|
| 371 |
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|
| 372 |
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|
| 373 |
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|
| 374 |
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|
| 375 |
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|
| 376 |
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|
| 377 |
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|
| 378 |
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|
| 379 |
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|
| 380 |
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|
| 381 |
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|
| 382 |
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|
| 383 |
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|
| 384 |
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|
| 385 |
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|
| 386 |
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|
| 387 |
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|
| 388 |
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|
| 389 |
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|
| 390 |
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|
| 391 |
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|
| 392 |
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|
| 393 |
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|
| 394 |
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|
| 395 |
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|
| 396 |
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|
| 397 |
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|
| 398 |
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|
| 399 |
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|
| 400 |
+
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|
| 401 |
+
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|
| 402 |
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|
| 403 |
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|
| 404 |
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|
| 405 |
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|
| 406 |
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|
| 407 |
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|
| 408 |
+
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|
| 409 |
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|
| 410 |
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|
| 411 |
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|
| 412 |
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|
| 413 |
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|
| 414 |
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|
| 415 |
+
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|
| 416 |
+
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|
| 417 |
+
"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
|
| 418 |
+
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|
| 419 |
+
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|
| 420 |
+
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|
| 421 |
+
"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
|
| 422 |
+
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|
| 423 |
+
"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
|
| 424 |
+
"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
|
| 425 |
+
"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
|
| 426 |
+
"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
|
| 427 |
+
"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
|
| 428 |
+
"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
|
| 429 |
+
"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
|
| 430 |
+
"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
|
| 431 |
+
"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
|
| 432 |
+
"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
|
| 433 |
+
"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
|
| 434 |
+
"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
|
| 435 |
+
"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
|
| 436 |
+
"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
|
| 437 |
+
"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
|
| 438 |
+
"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
|
| 439 |
+
"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
|
| 440 |
+
"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
|
| 441 |
+
"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
|
| 442 |
+
"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
|
| 443 |
+
"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
|
| 444 |
+
"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
|
| 445 |
+
"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
|
| 446 |
+
"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
|
| 447 |
+
"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
|
| 448 |
+
"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
|
| 449 |
+
"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
|
| 450 |
+
"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
|
| 451 |
+
"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
|
| 452 |
+
"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
|
| 453 |
+
"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
|
| 454 |
+
"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
|
| 455 |
+
"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
|
| 456 |
+
"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
|
| 457 |
+
"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
|
| 458 |
+
"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
|
| 459 |
+
"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
|
| 460 |
+
"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
|
| 461 |
+
"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
|
| 462 |
+
"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
|
| 463 |
+
"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
|
| 464 |
+
"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
|
| 465 |
+
"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
|
| 466 |
+
"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
|
| 467 |
+
"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
|
| 468 |
+
"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
|
| 469 |
+
"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
|
| 470 |
+
"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
|
| 471 |
+
"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
|
| 472 |
+
"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
|
| 473 |
+
"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
|
| 474 |
+
"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
|
| 475 |
+
"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
|
| 476 |
+
"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
|
| 477 |
+
"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
|
| 478 |
+
"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
|
| 479 |
+
"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
|
| 480 |
+
"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
|
| 481 |
+
"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
|
| 482 |
+
"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
|
| 483 |
+
"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
|
| 484 |
+
"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
|
| 485 |
+
"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
|
| 486 |
+
"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
|
| 487 |
+
"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
|
| 488 |
+
"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
|
| 489 |
+
"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
|
| 490 |
+
"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
|
| 491 |
+
"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
|
| 492 |
+
"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
|
| 493 |
+
"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
|
| 494 |
+
"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
|
| 495 |
+
"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
|
| 496 |
+
"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
|
| 497 |
+
"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
|
| 498 |
+
"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
|
| 499 |
+
"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
|
| 500 |
+
"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
|
| 501 |
+
"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
|
| 502 |
+
"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
|
| 503 |
+
"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
|
| 504 |
+
"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
|
| 505 |
+
"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
|
| 506 |
+
"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
|
| 507 |
+
"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
|
| 508 |
+
"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
|
| 509 |
+
"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
|
| 510 |
+
"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
|
| 511 |
+
"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
|
| 512 |
+
"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
|
| 513 |
+
"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
|
| 514 |
+
"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
|
| 515 |
+
"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
|
| 516 |
+
"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
|
| 517 |
+
"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
|
| 518 |
+
"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
|
| 519 |
+
"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
|
| 520 |
+
"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
|
| 521 |
+
"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
|
| 522 |
+
"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
|
| 523 |
+
"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
|
| 524 |
+
"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
|
| 525 |
+
"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
|
| 526 |
+
"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
|
| 527 |
+
"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
|
| 528 |
+
"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
|
| 529 |
+
"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
|
| 530 |
+
"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
|
| 531 |
+
"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
|
| 532 |
+
"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
|
| 533 |
+
"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
|
| 534 |
+
"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
|
| 535 |
+
"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
|
| 536 |
+
"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
|
| 537 |
+
"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
|
| 538 |
+
"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
|
| 539 |
+
"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
|
| 540 |
+
"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
|
| 541 |
+
"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
|
| 542 |
+
"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
|
| 543 |
+
"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
|
| 544 |
+
"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
|
| 545 |
+
"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
|
| 546 |
+
"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
|
| 547 |
+
"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
|
| 548 |
+
"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
|
| 549 |
+
"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
|
| 550 |
+
"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
|
| 551 |
+
"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
|
| 552 |
+
"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
|
| 553 |
+
"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
|
| 554 |
+
"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
|
| 555 |
+
"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
|
| 556 |
+
"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
|
| 557 |
+
"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
|
| 558 |
+
"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
|
| 559 |
+
"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
|
| 560 |
+
"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
|
| 561 |
+
"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
|
| 562 |
+
"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
|
| 563 |
+
"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
|
| 564 |
+
"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
|
| 565 |
+
"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
|
| 566 |
+
"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
|
| 567 |
+
"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
|
| 568 |
+
"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
|
| 569 |
+
"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
|
| 570 |
+
"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
|
| 571 |
+
"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
|
| 572 |
+
"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
|
| 573 |
+
"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
|
| 574 |
+
"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
|
| 575 |
+
"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
|
| 576 |
+
"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
|
| 577 |
+
"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
|
| 578 |
+
"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
|
| 579 |
+
"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
|
| 580 |
+
"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
|
| 581 |
+
"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
|
| 582 |
+
"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
|
| 583 |
+
"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
|
| 584 |
+
"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
|
| 585 |
+
"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
|
| 586 |
+
"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
|
| 587 |
+
"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
|
| 588 |
+
"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
|
| 589 |
+
"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
|
| 590 |
+
"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
|
| 591 |
+
"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
|
| 592 |
+
"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
|
| 593 |
+
"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
|
| 594 |
+
"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
|
| 595 |
+
"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
|
| 596 |
+
"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
|
| 597 |
+
"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
|
| 598 |
+
"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
|
| 599 |
+
"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
|
| 600 |
+
"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
|
| 601 |
+
"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
|
| 602 |
+
"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
|
| 603 |
+
"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
|
| 604 |
+
"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
|
| 605 |
+
"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
|
| 606 |
+
"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
|
| 607 |
+
"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
|
| 608 |
+
"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
|
| 609 |
+
"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
|
| 610 |
+
"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
|
| 611 |
+
"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
|
| 612 |
+
"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
|
| 613 |
+
"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
|
| 614 |
+
"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
|
| 615 |
+
"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
|
| 616 |
+
"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
|
| 617 |
+
"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
|
| 618 |
+
"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
|
| 619 |
+
"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
|
| 620 |
+
"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
|
| 621 |
+
"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
|
| 622 |
+
"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
|
| 623 |
+
"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
|
| 624 |
+
"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
|
| 625 |
+
"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
|
| 626 |
+
"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
|
| 627 |
+
"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
|
| 628 |
+
"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
|
| 629 |
+
"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
|
| 630 |
+
"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
|
| 631 |
+
"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
|
| 632 |
+
"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
|
| 633 |
+
"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
|
| 634 |
+
"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
|
| 635 |
+
"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
|
| 636 |
+
"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
|
| 637 |
+
"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
|
| 638 |
+
"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
|
| 639 |
+
"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
|
| 640 |
+
"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
|
| 641 |
+
"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
|
| 642 |
+
"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
|
| 643 |
+
"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
|
| 644 |
+
"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
|
| 645 |
+
"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
|
| 646 |
+
"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
|
| 647 |
+
"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
|
| 648 |
+
"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
|
| 649 |
+
"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
|
| 650 |
+
"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
|