Update app.py

app.py

@@ -239,7 +239,7 @@ if fetch_data:
             # Render stats summary in sidebar
             stats_html = f"""
             <div class="sidebar-stats">
-                <h3 style="color: lightgray;">📊 Quick Stats</h3>
+                <h3 style="color: lightgray;">Quick Stats</h3>
                 <p style="color:lightgray;">Total Records: <b>{len(metadata_df)}</b></p>
                 <p style="color:lightgray;">Incomplete Records: <b>{incomplete_count}</b></p>
                 <p style="color:lightgray;">Overall Metadata Completeness: <b>{overall_percent:.1f}%</b></p>
@@ -248,7 +248,7 @@ if fetch_data:
             stats_placeholder.markdown(stats_html, unsafe_allow_html=True)
         
             # 📊 Field Completeness Breakdown
-            st.sidebar.markdown("### 📊 Field Completeness Breakdown", unsafe_allow_html=True)
+            st.sidebar.markdown("###Field Completeness Breakdown", unsafe_allow_html=True)
             st.sidebar.dataframe(completeness_table.style.format("{:.1f}%"))
 
 
@@ -288,7 +288,7 @@ if fetch_data:
                         margin-top: 1.5rem;
                         color: lightgray;
                     '>
-                    <h4 style='margin-bottom: 1rem;'>📊 Field Completeness Breakdown</h4>
+                    <h4 style='margin-bottom: 1rem;'>Field Completeness Breakdown</h4>
                 """, unsafe_allow_html=True)
             
                 st.dataframe(
@@ -336,7 +336,7 @@ if fetch_data:
                     else:
                         st.markdown("""
                             <div class='custom-table'>
-                            <b>ℹ️ No metadata enhancement suggestions available.</b>
+                            <b>No metadata enhancement suggestions available.</b>
                             </div>
                         """, unsafe_allow_html=True)
 
@@ -345,7 +345,7 @@ if fetch_data:
             else:
                 st.markdown("""
                     <div class='custom-table'>
-                    <b>ℹ️ Not enough descriptive data to generate metadata suggestions.</b>
+                    <b>Not enough descriptive data to generate metadata suggestions.</b>
                     </div>
                     """, unsafe_allow_html=True)
         else: