Update app.py

app.py

@@ -454,7 +454,7 @@ with news_analysis:
     """In this section, news events for each date in the data will be displayed along the features for that date"""
     # Filter data for news events
     news = events[events['Date'].between(start_date, end_date, inclusive='both')]
-    news = news[['Date', 'Raw_Headline', 'Bold_KW', 'SetFeature', 'Raw_News', 'Sources', 'Urls']]
+    news = news[['Date', 'Raw_Headline', 'Bold_KW', 'Feature', 'Raw_News', 'Sources', 'Urls']]
    
     # Extract only the date from the datetime
     news['Date'] = news['Date'].dt.date
@@ -487,7 +487,7 @@ with news_analysis:
         filtered_news = news[news['Date'] == date]
 
         # Extract the details required
-        features = filtered_news['SetFeature'].sum()
+        features = filtered_news['Feature'].sum()
         headlines = filtered_news['Raw_Headline'].sum()
         news_list = filtered_news['Raw_News'].sum() 
         sources = filtered_news['Sources'].sum()