This milestone report presents an exploratory data analysis (EDA) of the HC Corpora dataset provided by SwiftKey. The ultimate goal is to build a next-word prediction algorithm and deploy it as a Shiny web application. This report summarizes the key features of the data, notable findings, and our planned approach for the prediction model.