While much of data cleaning is performed before loading data in a database (especially for one-time, ad hoc analyses), there is a way to do it, continuously (like once a week or once a day), once the data is in its final database. It consists of adding look-up tables to help with the messy fields. When I was working at eBay, there was a database of clients from around the world. Some clients had…
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