Update app.py

app.py

@@ -5,17 +5,17 @@ import requests
 # Set the title of the Streamlit app
 st.title("Sales Prediction")
 
-# Collect user input
-product_weight = st.number_input("Weight of the product", min_value=0.0, value=2.0)
-product_allocated_area = st.number_input("Product Allocated Area", min_value=1.0, value=2.0)
-product_mrp = st.number_input("Product MRP", min_value=1.0, step=1.0, value=10.0)
-store_establishment_year = st.selectbox("Store Establishment Year", [2005, 2010, 2015, 2020])
-product_sugar_content = st.selectbox("Product Sugar Content", ["Low", "Normal", "High"])
-product_type = st.selectbox("Product Type", ["Snack Foods", "Dairy", "Beverages"])
-store_id = st.text_input("Store ID", value="STR001")
+# Collect user input, default value as average of provided values, or alphabetical order
+product_weight = st.number_input("Weight of the product", min_value=0.0, value=12.0)
+product_allocated_area = st.number_input("Product Allocated Area",min_value=0.0,value=0.068,step=0.001,format="%.3f")
+product_mrp = st.number_input("Product MRP", min_value=1.0, step=1.0, value=147.0)
+store_establishment_year = st.selectbox("Store Establishment Year", [1987, 1998, 1999, 2009])
+product_sugar_content = st.selectbox("Product Sugar Content", ["Low Sugar", "No Sugar", "Regular"])
+product_type = st.selectbox("Product Type", ["Baking Goods", "Breads", "Breakfast", "Canned", "Dairy", "Frozen Foods", "Fruits and Vegetables", "Hard Drinks", "Health and Hygiene", "Household", "Meat", "Others", "Seafood", "Snack Foods", "Soft Drinks", "Starchy Foods"])
+store_id = st.selectbox("Store ID", ["OUT004", "OUT003", "OUT001","OUT002"])
 store_size = st.selectbox("Store Size", ["Small", "Medium", "High"])
-store_location_city_type = st.selectbox("Store Location City Type", ["Urban", "Semi-Urban", "Rural"])
-store_type = st.selectbox("Store Type", ["Supermarket Type1", "Supermarket Type2", "Grocery Store"])
+store_location_city_type = st.selectbox("Store Location City Type", ["Tier 1", "Tier 2", "Tier 3"])
+store_type = st.selectbox("Store Type", ["Departmental Store", "Food Mart", "Supermarket Type1", "Supermarket Type2"])
 
 # Create input dictionary
 input_data = {