diff --git a/knn/TP_KNN.md b/knn/TP_KNN.md
index eed7ea6..f36ad1f 100644
--- a/knn/TP_KNN.md
+++ b/knn/TP_KNN.md
@@ -69,14 +69,14 @@ Résultat : la liste des élèves
 
 	table= []
   with open(nom_fichier, 'r',newline="",encoding="utf-8") as csvfile:
-    eleve_reader = csv. reader(csvfile, delimiter="; ")
-    eleve_reader._next_()
+    eleve_reader = csv. reader(csvfile, delimiter=";")
+    eleve_reader.__next__()
     for eleve in eleve_reader:
       table.append({ "nom": eleve[0],
                     "courage": int(eleve[1]),
                     "loyauté": int(eleve[2]),
                     "sagesse":int(eleve[3]),
-                    "malice" int(eleve[4]),
+                    "malice":int(eleve[4]),
                     "maison" : eleve[5]})
   return table
 ```