Data Arena
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Data Arena

Mini-guide, Automation, Data Cleaning

Automate Data Cleaning & Combining of Files

Data preparation takes around 80% of any data practitioner’s job (for most instances). Part of the work involves consolidating data across various data files into a single repository for data ingestion. Some of these processes could be automated and here, the notebook showcases several examples to go about it. Certainly, it would not be a “one-size-fits-all” approach, considering the existing data management policies, tools and work processes that one has to work with, but hopefully, it would…

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