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Data Analytic Process: The Tidy Way

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In tidy analysis, the data should be rectangular:

- Each variable forms a column.
- Each observation forms a row.
- Each type of observational unit forms a table.

The images below illustrate the data analytic process.

- Process as defined by Hadley Wickham’s book R for Data Science:

- Another example is in the book The Art of Data Science: