For this reason, the magrittr package is a powerful tool to have in your data wrangling toolkit. Consequently, writing code that is simple, readable, and efficient is often considered contradictory. However, efficiency also includes eliminating the creation and saving of unnecessary objects that often result when you are trying to make your code more readable, clear, and explicit.
Efficiency is often accomplished by leveraging functions and control statements in your code. Removing duplication is an important principle to keep in mind with your code however, equally important is to keep your code efficient and readable.
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