Final Submission

prediction.py

@@ -32,10 +32,10 @@ def forecasting(month):
 
 # Define the Streamlit app
 def run():
-    st.title("Quantity Forecasting App")
+    st.title("Quantity Sales Forecasting")
     
     # Input the number of months to forecast
-    months_to_forecast = st.slider("How many months to forecast?", 1, 13, 3)
+    months_to_forecast = st.slider("How many weeks to forecast?", 1, 13, 3)
 
     # Predict button
     if st.button("Predict"):
@@ -48,7 +48,7 @@ def run():
         ax.plot(quantity_forecast, color='blue', label='Quantity Forecast')
         ax.set_xlabel('Date')
         ax.set_ylabel('Quantity')
-        ax.set_title(f"Quantity Forecast for the Next {months_to_forecast} Months")
+        ax.set_title(f"Quantity Forecast for the Next {months_to_forecast} Weeks")
         ax.legend()
         st.pyplot(fig)