Data Cleaning With Python, Data Analysis, Dataframes Python, Marketing Analytics.
To filter our wrong/future date values in the given dataframe, we run the following code : import datetime as dt today_date = dt.date.today() user_signups[user_signups['subscription_date'] > dt.date.today()] # this is an old code and 'today's date' was 1/1/2020 , result has been filtered