Update app.py

app.py

@@ -3,16 +3,26 @@ from transformers import pipeline
 
 # Title and Subtitle
 st.title('Sentiment Analysis App')
+st.subheader('Enter text to analyze sentiment')
 
-pipe=pipeline(model="dancingninjas/sentiment-model")
-text=st.text_area('Enter your text')
+# Text input box
+text = st.text_area('Enter your text')
 
 if text:
-    out = pipe(text)
+    # Analyze sentiment using the model
+    pipe = pipeline(model="dancingninjas/sentiment-analysis-nlp")
+    results = pipe(text)
 
-    # Convert the model's output (0 or 1) to descriptive labels
-    sentiment_label = "Negative" if out[0]['label'] == 'LABEL_1' else "Positive"
+    # Determine sentiment label
+    sentiment_label = "Positive" if results[0]['label'] == 'LABEL_1' else "Negative"
 
-    # Display the sentiment label and probability
+    # Display sentiment label and probability
+    st.subheader('Sentiment Analysis Result:')
     st.write(f'Sentiment: {sentiment_label}')
-    st.write(f'Probability: {out[0]["score"]:.4f}')
+    st.write(f'Probability: {results[0]["score"]:.4f}')
+
+    # Visualize the sentiment with an emoji
+    if sentiment_label == 'Positive':
+        st.write('😃')
+    else:
+        st.write('😔')