Update app.py

app.py

@@ -17,6 +17,21 @@ with open("./max_dict.json", "r") as f:
 with open("./cities_geo.json", "r") as f:
     cities_geo = json.load(f)
 
+help_dict = {
+    'bedrooms': "Select the number of bedrooms in the house. The value ranges from the minimum to the maximum available in the dataset.",
+    'bathrooms': "Select the number of bathrooms in the house. The value ranges from the minimum to the maximum available in the dataset.",
+    'yr_built': "Select the year the house was built. The value ranges from the earliest to the latest year available in the dataset.",
+    'yr_renovated': "Select the year the house was renovated. This value cannot be earlier than the year the house was built and ranges up to the maximum renovation year in the dataset.",
+    'floors': "Select the number of floors in the house. The value ranges from the minimum to the maximum number of floors available in the dataset.",
+    'view': "Select the quality of the view from the house. The value ranges from 0 (no view) to the highest view quality available in the dataset.",
+    'condition': "Select the overall condition of the house. The value ranges from the poorest to the best condition available in the dataset.",
+    'sqft_living': "Select the total square footage of the living space. The value ranges from the minimum to the maximum square footage available in the dataset.",
+    'sqft_lot': "Select the total square footage of the lot. The value ranges from the minimum to the maximum lot size available in the dataset.",
+    'sqft_above': "Select the square footage of the living space above ground level. The value ranges from the minimum to the maximum above-ground square footage available in the dataset.",
+    'sqft_basement': "Select the square footage of the basement. The value ranges from the minimum to the maximum basement square footage available in the dataset."
+}
+
+
 # Custom CSS to adjust the slider width
 
 st.markdown("""
@@ -39,17 +54,17 @@ with col1:
     with st.container(height=550, border=True):
         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)
-        bathrooms = st.slider('Bathrooms', min_value=min_dict['bathrooms'], max_value=max_dict['bathrooms'], value=2)
-        sqft_living = st.slider('Square Feet (Living)', min_value=min_dict['sqft_living'], max_value=max_dict['sqft_living'], value=1000)
-        sqft_lot = st.slider('Square Feet (Lot)', min_value=min_dict['sqft_lot'], max_value=max_dict['sqft_lot'], value=2000)
-        floors = st.slider('Floors', min_value=min_dict['floors'], max_value=max_dict['floors'], value=1)
-        view = st.slider('View', min_value=min_dict['view'], max_value=max_dict['view'], value=0)
-        condition = st.slider('Condition', min_value=min_dict['condition'], max_value=max_dict['condition'], value=3)
-        sqft_above = st.slider('Square Feet (Above)', min_value=min_dict['sqft_above'], max_value=max_dict['sqft_above'], value=1000)
-        sqft_basement = st.slider('Square Feet (Basement)', min_value=min_dict['sqft_basement'], max_value=max_dict['sqft_basement'], value=0)
-        yr_built = st.slider('Year Built', min_value=min_dict['yr_built'], max_value=max_dict['yr_built'], value=2000)
-        yr_renovated = st.slider('Year Renovated', min_value=yr_built, max_value=max_dict['yr_renovated'], value=yr_built)
+        bedrooms = st.slider('Bedrooms', min_value=min_dict['bedrooms'], max_value=max_dict['bedrooms'], value=3, help=help_dict['bedrooms'])
+        bathrooms = st.slider('Bathrooms', min_value=min_dict['bathrooms'], max_value=max_dict['bathrooms'], value=2, help=help_dict['bathrooms'])
+        yr_built = st.slider('Year Built', min_value=min_dict['yr_built'], max_value=max_dict['yr_built'], value=2000, help=help_dict['yr_built'])
+        yr_renovated = st.slider('Year Renovated', min_value=yr_built, max_value=max_dict['yr_renovated'], value=yr_built, help=help_dict['yr_renovated'])
+        floors = st.slider('Floors', min_value=min_dict['floors'], max_value=max_dict['floors'], value=1, help=help_dict['floors'])
+        view = st.slider('View', min_value=min_dict['view'], max_value=max_dict['view'], value=0, help=help_dict['view'])
+        condition = st.slider('Condition', min_value=min_dict['condition'], max_value=max_dict['condition'], value=3, help=help_dict['condition'])
+        sqft_living = st.slider('Square Feet (Living)', min_value=min_dict['sqft_living'], max_value=max_dict['sqft_living'], value=1000, help=help_dict['sqft_living'])
+        sqft_lot = st.slider('Square Feet (Lot)', min_value=min_dict['sqft_lot'], max_value=max_dict['sqft_lot'], value=2000, help=help_dict['sqft_lot'])
+        sqft_above = st.slider('Square Feet (Above)', min_value=min_dict['sqft_above'], max_value=max_dict['sqft_above'], value=1000, help=help_dict['sqft_above'])
+        sqft_basement = st.slider('Square Feet (Basement)', min_value=min_dict['sqft_basement'], max_value=max_dict['sqft_basement'], value=0, help=help_dict['sqft_basement'])
 
     st.markdown('</div>', unsafe_allow_html=True)