Instructor Notes

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Lessson introduction


Putting it together


This entire episode could be cut depending on time and/or how your learners are progressing. The previous episodes cover what could be considered the most fundamental skills, while this episode focuses more on putting them together and how they interact when encountering real, messy data. The new skills covered will be combining multiple datasets with join_ functions and bind_rows(), and doing some exploratory data analysis and detection in order to clean a messy dataset.


The next Challenge is mandatory for later steps in the lesson- if you choose to not use it as a Challenge, you should still go through the code to get the data into long format.