Update app.py

app.py

@@ -305,27 +305,6 @@ with st.container():
         # Use st.empty() to create a placeholder and update it with the link
         download_placeholder = st.empty()
         download_placeholder.markdown(href, unsafe_allow_html=True)
-        
-
-    def add_heatmap_layer(folium_layermap, data, column, colormap):
-        heatmap_layer = folium.plugins.HeatMap(data=data[['latitude', 'longitude', column]],
-                                               min_opacity=0.5,
-                                               max_zoom=18,
-                                               radius=25, blur=15, 
-                                               gradient=None, 
-                                               overlay=True, 
-                                               control=True, 
-                                               show=True,
-                                               colormap=colormap)
-        folium_layermap.add_child(heatmap_layer)
-
-    # Create a Folium map centered on a specific location
-    folium_layermap = folium.Map(location=[custom_lat, custom_lon], zoom_start=12)
-
-    # Add grayscale tiles from OpenStreetMap
-    folium.TileLayer('https://tiles.stadiamaps.com/tiles/alidade_smooth/{z}/{x}/{y}{r}.png',
-                     attr='&copy; <a href="https://stadiamaps.com/">Stadia Maps</a>, &copy; <a href="https://openmaptiles.org/">OpenMapTiles</a> &copy; <a href="http://openstreetmap.org">OpenStreetMap</a> contributors',
-                     name='grayscale').add_to(folium_layermap)
 
 
     # Add heatmap layers for 'Valor_Urb', 'Valor_Eqp', and 'RENDA'