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app.py

@@ -136,40 +136,37 @@ tabs = st.tabs(display_principale['Catégorie'].values.tolist())
 
 with tabs[0]:
     cat = display_principale['Catégorie'][0]
-    for i, article in articles.loc[articles.categorie_principale==cat].sample(
-        10, replace=True
-        ).drop_duplicates(inplace=True
-        ).iterrows():
+    for i, article in articles.loc[articles.categorie_principale==cat].sample(10, replace=True).drop_duplicates().iterrows():
         display_article(article)
 
 
 with tabs[1]:
     cat = display_principale['Catégorie'][1]
-    for i, article in articles.loc[articles.categorie_principale==cat].sample(10).iterrows():
+    for i, article in articles.loc[articles.categorie_principale==cat].sample(10, replace=True).drop_duplicates().iterrows():
         display_article(article)
 
 
 with tabs[2]:
     cat = display_principale['Catégorie'][2]
-    for i, article in articles.loc[articles.categorie_principale==cat].sample(10).iterrows():
+    for i, article in articles.loc[articles.categorie_principale==cat].sample(10, replace=True).drop_duplicates().iterrows():
         display_article(article)
 
 
 with tabs[3]:
     cat = display_principale['Catégorie'][3]
-    for i, article in articles.loc[articles.categorie_principale==cat].sample(10).iterrows():
+    for i, article in articles.loc[articles.categorie_principale==cat].sample(10, replace=True).drop_duplicates().iterrows():
         display_article(article)
 
 
 with tabs[4]:
     cat = display_principale['Catégorie'][4]
-    for i, article in articles.loc[articles.categorie_principale==cat].sample(10).iterrows():
+    for i, article in articles.loc[articles.categorie_principale==cat].sample(10, replace=True).drop_duplicates().iterrows():
         display_article(article)
 
 
 with tabs[5]:
     cat = display_principale['Catégorie'][5]
-    for i, article in articles.loc[articles.categorie_principale==cat].sample(10).iterrows():
+    for i, article in articles.loc[articles.categorie_principale==cat].sample(10, replace=True).drop_duplicates().iterrows():
         display_article(article)