Update app.py

app.py

@@ -22,7 +22,7 @@ col1, col2 = st.columns([1, 2])  # Adjust the width ratios as needed
 with col1:
     st.subheader('Features')
     
-    with st.container(height=500):
+    with st.container(height=500, border=False):
         city = st.selectbox('City', list(cities_geo.keys()))  # Display city dropdown in the first column
         waterfront = st.checkbox('Waterfront', value=False)
         bedrooms = st.slider('Bedrooms', min_value=min_dict['bedrooms'], max_value=max_dict['bedrooms'], value=3)
@@ -72,4 +72,4 @@ with col2:
     
     with st.container(height=500, border=False):
         map_data = pd.DataFrame(cities_geo[city])
-        st.map(map_data, zoom=11)
+        st.map(map_data, zoom=11, use_container_width=False)