# Truncate data frame 
forecast_df = df[df['delivery_week'] < "2023-10-16"]

# Let's use the last x weeks of actuals for the holdout set 
holdout_df = df[(df['delivery_week'] >= "2023-10-16") &amp; (df['delivery_week'] <= "2024-02-05")]