Update app.py

app.py

@@ -81,5 +81,28 @@ with col2:
     price_placeholder = st.empty()
     price_placeholder.subheader(f'Predicted Price: ${predicted_price[0][0]:,.2f}')
     map_data = pd.DataFrame(cities_geo[city])
-    with st.container(height=800, border=True):
-        st.map(map_data, zoom=11)
+    # with st.container(height=800, border=True):
+    #     st.map(map_data, zoom=11)
+    
+    # Define a PyDeck Layer with map_data
+    layer = pdk.Layer(
+        "ScatterplotLayer",
+        map_data,
+        get_position="[lon, lat]",
+        get_color="[200, 30, 0, 160]",
+        get_radius=200,
+    )
+    
+    # Define a PyDeck View (you can adjust height here)
+    view_state = pdk.ViewState(
+        latitude=map_data['lat'].mean(),
+        longitude=map_data['lon'].mean(),
+        zoom=11,
+        pitch=50,
+    )
+    
+    # Create a PyDeck chart with the defined layer and view
+    deck = pdk.Deck(layers=[layer], initial_view_state=view_state, height=800)
+    
+    # Display the map using st.pydeck_chart
+    st.pydeck_chart(deck)