Update app.py

app.py

@@ -61,32 +61,18 @@ with col1:
          'Skykomish', 'Snoqualmie', 'Snoqualmie Pass', 'Tukwila', 'Vashon',
          'Woodinville', 'Yarrow Point'],
     )
+    waterfront = st.checkbox('Waterfront', value=False)
     bedrooms = st.slider('Bedrooms', min_value=min_dict['bedrooms'], max_value=max_dict['bedrooms'], value=min_dict['bedrooms'])
     bathrooms = st.slider('Bathrooms', min_value=min_dict['bathrooms'], max_value=max_dict['bathrooms'], value=min_dict['bathrooms'])
     sqft_living = st.slider('Square Feet (Living)', min_value=min_dict['sqft_living'], max_value=max_dict['sqft_living'], value=min_dict['sqft_living'])
     sqft_lot = st.slider('Square Feet (Lot)', min_value=min_dict['sqft_lot'], max_value=max_dict['sqft_lot'], value=min_dict['sqft_lot'])
     floors = st.slider('Floors', min_value=min_dict['floors'], max_value=max_dict['floors'], value=min_dict['floors'])
-    waterfront = st.checkbox('Waterfront', value=False, )
     view = st.slider('View', min_value=min_dict['view'], max_value=max_dict['view'], value=min_dict['view'])
     condition = st.slider('Condition', min_value=min_dict['condition'], max_value=max_dict['condition'], value=min_dict['condition'])
     sqft_above = st.slider('Square Feet (Above)', min_value=min_dict['sqft_above'], max_value=max_dict['sqft_above'], value=min_dict['sqft_above'])
     sqft_basement = st.slider('Square Feet (Basement)', min_value=min_dict['sqft_basement'], max_value=max_dict['sqft_basement'], value=min_dict['sqft_basement'])
     yr_built = st.slider('Year Built', min_value=min_dict['yr_built'], max_value=max_dict['yr_built'], value=min_dict['yr_built'])
     yr_renovated = st.slider('Year Renovated', min_value=min_dict['yr_renovated'], max_value=max_dict['yr_renovated'], value=min_dict['yr_renovated'])
-
-    # if (city != 'Algona' or # Assuming Algona as the default value
-    #     bedrooms != min_dict['bedrooms'] or
-    #     bathrooms != min_dict['bathrooms'] or
-    #     sqft_living != min_dict['sqft_living'] or
-    #     sqft_lot != min_dict['sqft_lot'] or
-    #     floors != min_dict['floors'] or
-    #     int(waterfront) != 0 or  # Assuming default value for waterfront is 0
-    #     view != min_dict['view'] or
-    #     condition != min_dict['condition'] or
-    #     sqft_above != min_dict['sqft_above'] or
-    #     sqft_basement != min_dict['sqft_basement'] or
-    #     yr_built != min_dict['yr_built'] or
-    #     yr_renovated != min_dict['yr_renovated']):
         
     new_pred = init_new_pred()
     new_pred['bedrooms'] = bedrooms
@@ -338,7 +324,8 @@ with col2:
     st.map(map_data)
     
     # Placeholder for displaying the predicted price at the top
-    price_placeholder = st.empty()
+    # price_placeholder = st.empty()
+    price_placeholder = st.subheader()
 
     # Display the predicted price at the top of the app
     price_placeholder.write(f"Predicted Price: ${predicted_price[0][0]:,.2f}")