Update app.py

app.py

@@ -307,7 +307,7 @@ with st.container():
         download_placeholder.markdown(href, unsafe_allow_html=True)
 
     
-    folium_layermap = folium.Map(location=[latitude, longitude], zoom_start=12, tiles='Stamen Toner')
+    folium_layermap = folium.Map(location=[custom_lat, custom_lon], zoom_start=12, tiles='Stamen Toner')
 
     # Add heatmap layers for 'Valor_Urb', 'Valor_Eqp', and 'RENDA'
     add_heatmap_layer(folium_layermap, filtered_data, 'Valor_Urb', 'RdBu_r')
@@ -351,7 +351,7 @@ if 'Predicted_target' in filtered_data.columns and not np.all(predicted_target =
     mean_value = np.mean(filtered_data['Predicted_target'])
 
     # Display the results with custom styling
-    st.markdown("## **Algoritmo **")
+    st.markdown("## **Algoritmo KNN (K-nearest neighbors)**")
     st.write(f"Valor médio (Reais/m²) para as características selecionadas: ${mean_value:.2f}$ Reais")
     st.write(f"Os valores podem variar entre ${lower_bound:.2f}$ e ${higher_bound:.2f}$ Reais, dependendo das características dos imóveis.")
 else: