LoL-project

Final web application url: https://dmindemon.shinyapps.io/LoL_DPS_Simulator

Shinny App

This folder contains code building shinny application, by using data from API and web scraping.

Here're explanations of each file:

• Get name.R: Scrape data from website to get a list of champions' names.
• Scraping.R: Scrape data from website to get parameters of each champion.
• base_functions.R: Basic functions about running the app.
• calculation.R: Calculation functions about damage.
• global.R: Prerequisite functions and packages for running the app.
• items.R: Quantify the infuluence of item on champion.
• items_passive.R: Text mining analysis on items description data.
• simulator.R: Simulate the real game scenario and optimize the strategy.
• server.R: Back-end of the app.
• ui.R: Front-end of the app.

LoL API analysis

This folder contains code processing data from API. Here are some links inspired me:

• https://www.youtube.com/watch?v=0NycEiHOeX8
• http://www.manaless.com/2015/04/how-i-mine-and-analyze-riots-data.html
• http://blog.appliedinformaticsinc.com/how-to-parse-and-convert-json-to-csv-using-python/