Data Cleaning With Python, Data Analysis, Dataframes Python, Marketing Analytics.
‘state’ field for this survey was free text and contains hundreds of typos. Remapping them manually would take a huge amount of time.We will collapse the incorrect categories with string matching. For this we first create a categories dataframe with correct categories mentioned in it so we can