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matter. So we can filter it out. sim_df = df[df.date >= '2023-03-31'] Let's also define a function that calculates the number of days between two date strings. It will be helpful for us in the implementation. def days_diff(date1, date2): return (datetime.datetime.strptime(date2, '%Y-%m-%d')\ -