Update app.py

app.py

@@ -27,7 +27,7 @@ def article_selection(sentiment):
     if sentiment == "Positive":
         predictions = positive_preds
         predictions_shuffled = predictions.sample(frac=1,weights=predictions['Confidence'])
-        top3 = predictions[0:n]
+        top3 = predictions_shuffled[0:n]
         top3_result = top3[['Headline_string','Url']]
         top3_result.rename(columns = {'Headline_string':'Headlines', 'Url':'URL'})
         return top3_result
@@ -35,14 +35,14 @@ def article_selection(sentiment):
     elif sentiment == "Negative":
         predictions = negative_preds
         predictions_shuffled = predictions.sample(frac=1,weights=predictions['Confidence'])
-        top3 = predictions[0:n]
+        top3 = predictions_shuffled[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 = predictions_shuffled[0:n]
         top3_result = top3[['Headline_string','Url']]
         top3_result.rename(columns = {'Headline_string':'Headlines', 'Url':'URL'})
         return top3_result