fix

app.py

@@ -618,14 +618,17 @@ def _remove_huggingfolks_sync(members_with_role):
     reorder = ['discord_user_id', 'hf_user_name', 'discord_exp', 'discord_level', 'discord_user_name', 'hub_exp', 'total_exp', 'verified_date']
     community_global_df = community_global_df[reorder]
 
-    columns_to_drop = ['discord_user_id', 'discord_exp', 'discord_level', 'discord_user_name', 'hub_exp']
-    community_global_df.drop(columns=columns_to_drop, inplace=True)
-
-    community_global_df.dropna(subset=['hf_user_name'], inplace=True)
-
+    community_global_df.drop(community_global_df.columns[0], axis=1, inplace=True)
+    community_global_df.drop(community_global_df.columns[1], axis=1, inplace=True)
+    community_global_df.drop(community_global_df.columns[2], axis=1, inplace=True)
+    community_global_df.drop(community_global_df.columns[2], axis=1, inplace=True)
+    community_global_df.drop(community_global_df.columns[3], axis=1, inplace=True)
+    
+    # drop rows (records) where hf_user_name does not exist (we display only verified users)
+    community_global_df = community_global_df.dropna(subset=['hf_user_name'])
     community_global_df['total_exp'] = community_global_df['total_exp'].str.strip('L').astype(int)
     community_global_df['total_exp'] = pd.to_numeric(community_global_df['total_exp'], errors='coerce').fillna(0).astype(int)
-    community_global_df.sort_values(by='total_exp', ascending=False, inplace=True)
+    community_global_df = community_global_df.nlargest(len(community_global_df), 'total_exp')  
 
     community_global_df_gradio = community_global_df.copy()
     community_global_df_gradio['hf_user_name'] = community_global_df_gradio['hf_user_name'].apply(format_hyperlink)