Update app.py

app.py

@@ -83,6 +83,7 @@ def create_arabic_wordcloud(text, title):
         background_color='white',
         font_path=font_path,
         max_words=200
+        stopwords=ARABIC_STOP_WORDS
     ).generate(text)
     
     fig, ax = plt.subplots(figsize=(15, 8))
@@ -230,7 +231,7 @@ def process_and_summarize(df, bert_tokenizer, bert_model, emotion_classifier, to
     
     topic_model_params = {
         "language": "arabic",
-        "calculate_probabilities": False,
+        "calculate_probabilities": True,
         "min_topic_size": 5,
         "n_gram_range": (1, 1),
         "top_n_words": 15,