Update app.py

app.py

@@ -98,26 +98,41 @@ def main():
                     st.header("📑 News Articles")
                     for idx, article in enumerate(data["articles"], 1):
                         with st.expander(f"Article {idx}: {article['title']}"):
-                            st.write("**Content:**", article.get("content", "No content available"))
-                            if "summary" in article:
-                                st.write("**Summary:**", article["summary"])
-                            st.write("**Source:**", article.get("source", "Unknown"))
+                            # Display content with proper formatting
+                            if article.get("content"):
+                                st.markdown("**Content:**")
+                                st.write(article["content"])
+                            else:
+                                st.warning("No content available for this article")
+                            
+                            # Display summary if available
+                            if article.get("summary"):
+                                st.markdown("**Summary:**")
+                                st.write(article["summary"])
+                            
+                            # Display source
+                            if article.get("source"):
+                                st.markdown("**Source:**")
+                                st.write(article["source"])
                             
                             # Enhanced sentiment display
                             if "sentiment" in article:
                                 sentiment_col1, sentiment_col2 = st.columns(2)
                                 with sentiment_col1:
-                                    st.write("**Sentiment:**", article["sentiment"])
-                                    st.write("**Confidence Score:**", f"{article.get('sentiment_score', 0)*100:.1f}%")
+                                    st.markdown("**Basic Sentiment:**")
+                                    st.write(article["sentiment"])
+                                    if "sentiment_score" in article:
+                                        st.write(f"**Confidence Score:** {article['sentiment_score']*100:.1f}%")
                                 
                                 with sentiment_col2:
                                     # Display fine-grained sentiment if available
                                     if "fine_grained_sentiment" in article and article["fine_grained_sentiment"]:
+                                        st.markdown("**Detailed Sentiment:**")
                                         fine_grained = article["fine_grained_sentiment"]
                                         if "category" in fine_grained:
-                                            st.write("**Detailed Sentiment:**", fine_grained["category"])
+                                            st.write(f"Category: {fine_grained['category']}")
                                         if "confidence" in fine_grained:
-                                            st.write("**Confidence:**", f"{fine_grained['confidence']*100:.1f}%")
+                                            st.write(f"Confidence: {fine_grained['confidence']*100:.1f}%")
                             
                             # Display sentiment indices if available
                             if "sentiment_indices" in article and article["sentiment_indices"]:
@@ -178,8 +193,9 @@ def main():
                                     st.markdown(f"> {target['context']}")
                                     st.markdown("---")
                             
+                            # Display URL if available
                             if "url" in article:
-                                st.write("**[Read More](%s)**" % article["url"])
+                                st.markdown(f"**[Read More]({article['url']})**")
                     
                     # Display Comparative Analysis
                     st.header("📊 Comparative Analysis")
@@ -338,9 +354,28 @@ def main():
                     # Display Final Analysis
                     st.header("📊 Final Analysis")
                     
-                    # Display overall sentiment analysis
+                    # Display overall sentiment analysis with enhanced formatting
                     if data.get("final_sentiment_analysis"):
-                        st.write(data["final_sentiment_analysis"])
+                        st.markdown("### Overall Sentiment Analysis")
+                        analysis_parts = data["final_sentiment_analysis"].split(". ")
+                        if len(analysis_parts) >= 2:
+                            # First sentence - Overall sentiment
+                            st.markdown(f"**{analysis_parts[0]}.**")
+                            # Second sentence - Key findings
+                            st.markdown(f"**{analysis_parts[1]}.**")
+                            # Third sentence - Additional insights (if available)
+                            if len(analysis_parts) > 2:
+                                st.markdown(f"**{analysis_parts[2]}.**")
+                        else:
+                            st.write(data["final_sentiment_analysis"])
+                        
+                        # Add sentiment strength indicator
+                        if data.get("ensemble_info"):
+                            ensemble_info = data["ensemble_info"]
+                            if "model_agreement" in ensemble_info:
+                                agreement = ensemble_info["model_agreement"]
+                                strength = "Strong" if agreement > 0.8 else "Moderate" if agreement > 0.6 else "Weak"
+                                st.markdown(f"**Sentiment Strength:** {strength} (Agreement: {agreement:.2f})")
                     
                     # Display ensemble model details
                     if data.get("ensemble_info"):