Update app.py

app.py

@@ -38,7 +38,9 @@ def filter_map(min_availability, selected_day, selected_month, selected_hour,
 
     # Predict availability using the updated model
     df['availability'] = simple_model.predict(df[['station_id', 'month', 'day', 'hour',
-                                                  'ctx-4', 'ctx-3', 'ctx-2', 'ctx-1','tavg', 'prcp']])
+                                              'ctx-4', 'ctx-3', 'ctx-2', 'ctx-1',
+                                              'temperature_2m (°C)', 'precipitation (mm)']])
+
 
     # Filter stations based on availability
     filtered_df = df[df['availability'] > min_availability].copy()