get topic info

app.py

@@ -475,6 +475,7 @@ def base_bertopic(df):
     try:
         print(compute_coherence_value_bertopic(base_topic_model))
     except:
+        print(base_topic_model.get_topic_info())
         print('Unable to generate meaningful topics (Base BERTopic model)')
 
 def optimized_bertopic(df):
@@ -508,7 +509,7 @@ def optimized_bertopic(df):
             index = df.isin([doc]).any(axis=1).idxmax()
             # print(index)
             tweets.append(df.loc[index, 'original_tweets'])
-            print(tweets)
+            # print(tweets)
         top_tweets.append(tweets)
     return top_tweets