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app.py

@@ -17,6 +17,14 @@ Product_Allocated_Area = st.number_input("Product Allocated Area", min_value=0.0
 
 Product_MRP = st.number_input("Product MRP", min_value=0.0, value=100.00)
 
+Store_Id_Options = ["OUT001", "OUT002", "OUT003", "OUT004"]
+Store_Id = st.selectbox(
+    "Store Id: ",
+    Store_Id_Options,
+    index = 0,
+    format_func=lambda x: x
+)
+
 Product_Type_Options = [
     "Baking Goods", "Breads", "Breakfest", "Canned", "Dairy", "Frozen Foods",
     "Fruits and Vegetables", "Hard Drinks", "Health and Hygiene", "Household",
@@ -56,9 +64,7 @@ Store_Type = st.selectbox(
 Store_Age_Years_Options = ["1987", "1998", "1999", "2009"]
 Store_Age_Years = st.selectbox(
     "Store Opening Year: ",
-    Store_Age_Years_Options,
-    index = 0,
-    format_func=lambda x: x
+    Store_Age_Years_Options
 )
 
 Product_Type_Category_Options = ["Food", "Electronics", "Clothing"]
@@ -74,10 +80,11 @@ product_data = {
     "Product_Sugar_Content": Product_Sugar_Content_Options.index(Product_Sugar_Content),
     "Product_Allocated_Area": Product_Allocated_Area,
     "Product_MRP": Product_MRP,
+    "Store_Id": Store_Id_Options.index(Store_Id),
     "Store_Size": Store_Size_Options.index(Store_Size),
     "Store_Location_City_Type": Store_Location_City_Type_Options.index(Store_Location_City_Type),
     "Store_Type": Store_Type_Options.index(Store_Type),
-    "Store_Age_Years": Store_Age_Years_Options.index(Store_Age_Years),
+    "Store_Age_Years": int(Store_Age_Years),
     "Product_Type_Category": Product_Type_Category_Options.index(Product_Type_Category)
 }