Update app.py

app.py

@@ -508,10 +508,10 @@ if st.session_state.get('has_prediction', False):
             st.subheader("📋 Impact Details")
             
             # Format the table with cleaned names (WITH emojis for table)
-            display_df = shap_df[['Feature_Clean_Emoji', 'SHAP Value', 'Impact']].copy()
-            display_df.columns = ['Factor', 'Impact Amount', 'Direction']
+            display_df = shap_df[['Feature_Clean_Emoji', 'SHAP Value']].copy()
+            display_df.columns = ['Factor', 'Impact Amount']
             display_df['Impact Amount'] = display_df['Impact Amount'].apply(
-                lambda x: f"€{abs(x):,.0f}"
+                lambda x: f"+€{x:,.0f}" if x > 0 else f"-€{abs(x):,.0f}"
             )
             display_df = display_df.reset_index(drop=True)