Update app.py

app.py

@@ -11,6 +11,9 @@ st.title('Sorted and Filtered Data by Neighbourhood and Price')
 # Allow user to add filters for neighbourhoods
 selected_neighbourhoods = st.sidebar.multiselect('Select Neighbourhood(s)', df['neighbourhood'].unique())
 
+# Allow user to add filter for room type
+selected_room_type = st.sidebar.selectbox('Select Room Type', ['All', 'Private room', 'Entire home/apt'])
+
 # Allow user to set a price range filter
 price_range = st.sidebar.slider('Select Price Range', min_value=0, max_value=1000, step=10, value=(0, 1000))
 
@@ -18,6 +21,8 @@ price_range = st.sidebar.slider('Select Price Range', min_value=0, max_value=100
 filtered_df = df.copy()
 if selected_neighbourhoods:
     filtered_df = filtered_df[filtered_df['neighbourhood'].isin(selected_neighbourhoods)]
+if selected_room_type != 'All':
+    filtered_df = filtered_df[filtered_df['room_type'] == selected_room_type]
 filtered_df = filtered_df[(filtered_df['price'] >= price_range[0]) & (filtered_df['price'] <= price_range[1])]
 
 # Display the filtered DataFrame