diff --git a/.DS_Store b/.DS_Store
index a05bdbf17207db37fd9f7d4ef9dab08547ed1654..8c4326e544aff75bdc18e95cd4563353d7bdd5eb 100644
Binary files a/.DS_Store and b/.DS_Store differ
diff --git a/projet_en_groupe/.DS_Store b/projet_en_groupe/.DS_Store
index 002561828bb5df759e0eb963818a54096c654419..f62eb354c0eca2ffb7a9666b921257d47fa7d7e2 100644
Binary files a/projet_en_groupe/.DS_Store and b/projet_en_groupe/.DS_Store differ
diff --git a/projet_en_groupe/algorithme_netflix.py b/projet_en_groupe/algorithme_netflix.py
index aef7da961f1648db1beefe98e668117111179e63..fb3c724f8d20587c592059673bba6dc51ee0aee1 100644
--- a/projet_en_groupe/algorithme_netflix.py
+++ b/projet_en_groupe/algorithme_netflix.py
@@ -26,11 +26,13 @@ def catalog(data_1):
     # Be careful, you need to ask each time if they want to save the list to a .csv
 
 
-def movies(data_1):
+def movies(data_1): # enregistrement 
 
     films = data_1[data_1['type'] == 'Movie']  # Filter the data to include only movies
     movie_titles = films['title'].tolist()  # Extract movie titles
 
+    # afficher que les 100 premiers
+
     print(movie_titles)  # Display movie titles
     save_to_csv(movie_titles)
 
@@ -157,6 +159,7 @@ def director(data_1):
                 director_list.append(director_name)
 
     print("List of all possible directors: ")
+    print(director_list)
 
     director_input = input("Enter the name of the director to display movies and/or series: ")
     director_data = filtered_data[filtered_data['director'].str.lower().str.contains(director_input.lower(), case=False, na=False)]
@@ -165,8 +168,8 @@ def director(data_1):
 
         director_data_sorted = director_data.sort_values(by='release_year', ascending=True)  # see if we do in ascending or descending
 
-        print(director_data)
-        save_to_csv(director_data)
+        print(director_data_sorted)
+        save_to_csv(director_data_sorted)
     else:
         print(f"No person found with the name {director_input}.")
 
@@ -181,6 +184,7 @@ def actor(data_1):
                 actor_list.append(actor_name)
 
     print("List of all possible actors: ")
+    print(actor_list)
 
     actor_input = input("Enter the name of the actor to display movies and/or series: ")
     actor_data = filtered_data[filtered_data['cast'].str.lower().str.contains(actor_input.lower(), case=False, na=False)]
@@ -280,7 +284,7 @@ def most_rated(data_1, data_2) :
 def most_rated_year(data_1, data_2):
     # Display all available unique release years
     available_years = data_1['release_year'].unique()
-    print("Available years: ", available_years)
+    print("Available years: ", available_years) # tri des dates 
 
     # Ask the user to enter a release year
     year = input("Enter a release year: ")
@@ -324,7 +328,7 @@ def most_rated_recent(data_1, data_2):
 
 # Example usage
 
-def parental_code(data_1):
+def parental_code(data_1): # s5542 bug concernant les virgules
 
     code_list = []
     for codes in data_1['rating'].dropna().str.split(', '):
@@ -446,6 +450,7 @@ def save_to_csv(data, default_filename='output.csv'):
                 open_choice = input("Do you want to open the saved file? (YES/NO): ").upper()
                 if open_choice == 'YES':
                     os.system(file_name)
+
             else:
                 # Prompt for a new file name
                 new_filename = input("Enter a new file name (DO NOT include .csv extension): ")
@@ -519,6 +524,7 @@ def create_category_matrix(catalog, categories):
                     if categories[j] in movie_categories[1]:
                         category_matrix[i + 1][j + 1] += 1  # Commencez à remplir à partir de la deuxième ligne et de la deuxième colonne
     # Ajoutez les noms de catégories à la première colonne et les données de la matrice
+    
     return category_matrix
 
 
@@ -593,15 +599,15 @@ def recommandation_algorithm() :
 # Création du menu
 def action() :
   print("Here are the different options available:")
-  print("1. View the entire catalog")
-  print("2. View all movies in the catalog")
-  print("3. View all series")
-  print("4. View all series, movies or both by year")
-  print("5. View all series, movies or both by country")
-  print("6. View all series, movies or both by type")
-  print("7. View all series, movies or both by type sorted by duration")
-  print("8. View series, movies or both directed by a specific director and sorted by year")
-  print("9. View series, movies or both featuring a specific actor and sorted by year")
+  print("1.  View the entire catalog")
+  print("2.  View all movies in the catalog")
+  print("3.  View all series")
+  print("4.  View all series, movies or both by year")
+  print("5.  View all series, movies or both by country")
+  print("6.  View all series, movies or both by type")
+  print("7.  View all series, movies or both by type sorted by duration")
+  print("8.  View series, movies or both directed by a specific director and sorted by year")
+  print("9.  View series, movies or both featuring a specific actor and sorted by year")
   print("10. View how many series, movies or both and series directed by a director in a specific genre")
   print("11. View how many series, movies or both an actor has played in")
   print("12. Display the highest-rated series, movies or both")
diff --git a/~$Data_Base.xlsx b/~$Data_Base.xlsx
deleted file mode 100644
index d10daf560a7f8247050905285b3e618c244966d6..0000000000000000000000000000000000000000
Binary files a/~$Data_Base.xlsx and /dev/null differ