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As the uses for data are extensive and varied, so are the ways in which data can be set up, saved, accessed, and manipulated. When setting up your data, choosing the format for your files is a process that requires applied thought. Some of the topics discussed here include data ingestion patterns, the data lake concept, and choosing a suitable file format.