Module 12 Assignment

 Module 12 Assignment

GitHub uniqueread package repository: https://github.com/christilly/uniqueread

HTML Markdown: 

    I created a Markdown file in R for my package uniqueread. I broke down my functions into sections, explaining the purpose of each. 

    At first I described the package purpose and the required libraries. 

    Next I explain how to import data from Goodreads and how to remove unrated books from the analysis. 

    Next I showed how to calculate the residuals for each book (user rating - average rating). I also showed how to calculate average, standard deviation, highest, and lowest residuals, as well as how to find the associated book titles for the highest/lowest residuals. 

Lastly, I showed my function for displaying the residuals data visually in a distribution histogram. 

    The whole process required a big learning curve. I have been working on the package for a while now, starting with bare bones code and advancing to creating functions out of everything. Because I already had a lot of the functions done, it was easier to create a Markdown file showcasing the ability of my program. Taking time to explain the purpose of each function helped in developing them further.