Context

To gather all the information that I did, I utilized the website op.gg, in particular the North America version. There they have a statistics utility that can be used to find all sorts of information including win rate, games played, kill/death/assist ratio, creep score (how many enemy minions you kill), and gold earned, all of which can be filtered for time scope (day, week, month), skill division, and game mode.

For this project, I used information all from this week and from competitive (ranked) games, but varied it across skill division (all vs only highest tier). I also manually collected the win rate and number of games played for all 127 champions for this month. If this project had a larger scope I would have written a program to scrape the HTML data from the page I was using, but I only had to do it once so it wasn't worth the effort.