Update app.py

app.py

@@ -26,6 +26,7 @@ n = 5
 def article_selection(sentiment):
     if sentiment == "Positive":
         predictions = positive_preds
+        predictions_shuffled = predictions.sample(frac=1,weights=predictions['Confidence'])
         top3 = predictions[0:n]
         top3_result = top3[['Headline_string','Url']]
         top3_result.rename(columns = {'Headline_string':'Headlines', 'Url':'URL'})
@@ -33,12 +34,14 @@ def article_selection(sentiment):
     
     elif sentiment == "Negative":
         predictions = negative_preds
+        predictions_shuffled = predictions.sample(frac=1,weights=predictions['Confidence'])
         top3 = predictions[0:n]
         top3_result = top3[['Headline_string','Url']]
         top3_result.rename(columns = {'Headline_string':'Headlines', 'Url':'URL'})
         return top3_result
     else:
         predictions = neutral_preds
+        predictions_shuffled = predictions.sample(frac=1,weights=predictions['Confidence'])
         top3 = predictions[0:n]
         top3_result = top3[['Headline_string','Url']]
         top3_result.rename(columns = {'Headline_string':'Headlines', 'Url':'URL'})