Some time ago I started writing a post on data preparation which I never completed and eventually forgot. A recent LinkedIn post by Kevin Gray stimulated a rich conversation around: “Can Data Cleaning be automated?”. It reminded and enticed me to complete the post.
Data Cleaning and Data Preparation When practitioners talk about data cleaning, they usually refer to a collection of tasks needed to make the data amenable for analysis.