Update app.py

app.py

@@ -177,5 +177,30 @@ def main():
         # General recommendation for all negative predictions
         st.markdown("- **Exit Interviews**: Conduct exit interviews to gather feedback and identify areas for improvement in retention strategies.")
 
+               # Add the attrition prediction to the input DataFrame
+            input_data['Attrition'] = prediction
+
+            # Convert the input data to a pandas DataFrame
+            input_df = pd.DataFrame([input_data])
+
+            # Display the input DataFrame with attrition prediction
+            st.markdown(
+                f"""
+                <div style="text-align: center; font-size: 18px; font-weight: bold;">
+                    <p>Input Data with Attrition Prediction</p>
+                </div>
+                """,
+                unsafe_allow_html=True
+            )
+            st.table(input_df)
+
+    except Exception as e:
+        st.error(f"An error occurred: {e}")
+
+# Display Data Fields and Descriptions
+st.sidebar.title("🔍 Data Fields")
+for field, description in data_fields.items():
+    st.sidebar.markdown(f"{field}: {description}")
+
 if __name__ == "__main__":
     main()