Update app.py

app.py

@@ -207,43 +207,18 @@ if fetch_data:
             # 📊 Sidebar Quick Stats
             stats_html = f"""
             <div class="sidebar-contrast-block">
-                <h4 style="color: lightgray;">📊 Quick Stats</h4>
+                <h4 style="color: lightgray;">Quick Stats</h4>
                 <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 Completeness: <b>{overall_percent:.1f}%</b></p>
             </div>
             """
-            stats_placeholder.markdown(stats_html, unsafe_allow_html=True)
-        
-            # 📊 Field Completeness Breakdown (modern expander)
-            with st.sidebar.expander("📋 Field Completeness Breakdown", expanded=True):
-                st.dataframe(
-                    completeness_table.style.background_gradient(cmap="Greens").format("{:.1f}%"),
-                    use_container_width=True,
-                    height=240
-                )
-        
-            # ------------------- Helpful Resources -------------------
-            st.sidebar.markdown("""
-            <div class="sidebar-section">
-              <h3>🔗 Helpful Resources</h3>
-              <div class="sidebar-links">
-                <ul style='padding-left: 1em'>
-                  <li><a href="https://www.loc.gov/apis/" target="_blank">LOC API Info</a></li>
-                  <li><a href="https://www.loc.gov/" target="_blank">Library of Congress Homepage</a></li>
-                  <li><a href="https://www.loc.gov/collections/" target="_blank">LOC Digital Collections</a></li>
-                  <li><a href="https://www.loc.gov/marc/" target="_blank">MARC Metadata Standards</a></li>
-                  <li><a href="https://labs.loc.gov/about-labs/digital-strategy/" target="_blank">LOC Digital Strategy</a></li>
-                </ul>
-              </div>
-            </div>
-            """, unsafe_allow_html=True)
-    
+            stats_placeholder.markdown(stats_html, unsafe_allow_html=True
     
     
     
         # Render collapsible green completeness table in sidebar
-        with st.sidebar.expander("📊 Field Completeness Breakdown", expanded=True):
+        with st.sidebar.expander("Field Completeness Breakdown", expanded=True):
             st.dataframe(
                 completeness_table.style.background_gradient(cmap="Greens").format("{:.1f}%"),
                 use_container_width=True,