Update app.py

app.py

@@ -277,10 +277,20 @@ if fetch_data:
             # Metadata completeness analysis (enhanced)
             st.subheader("Metadata Completeness Analysis")
             completeness = metadata_df.map(lambda x: not is_incomplete(x)).mean() * 100
-            completeness_df = pd.DataFrame({"Field": completeness.index, "Completeness (%)": completeness.values})
+
+            completeness_df = pd.DataFrame({
+                "Field": completeness.index,
+                "Completeness (%)": completeness.values
+            })
+            
+            # ➕ Add this line to create the table used in the sidebar:
+            completeness_table = completeness_df.set_index("Field")
+            
+            # Main bar chart display
             fig = px.bar(completeness_df, x="Field", y="Completeness (%)", title="Metadata Completeness by Field")
             st.plotly_chart(fig)
 
+
             # Identify incomplete records
             incomplete_mask = metadata_df.map(is_incomplete).any(axis=1)
             incomplete_records = metadata_df[incomplete_mask]