The goal of this script is to show how to create a relational database in SQLite with data in XML format downloaded using Facebook’s Graph API and Twitter’s API. Here's a tableau public visualization of their social media differences: http://tabsoft.co/1WK11rF And here's instructions for how to scrape from facebook's API https://developers.facebook.com/docs/graph-api.

This R script is for creating a heat map of King County Housing Sales price per square foot living and a multiple regression model to predict housing prices.