The purpose of this project is to demonstrate familiarity with handling large text datasets and to prepare for building a text prediction algorithm and Shiny application. This report presents an exploratory analysis of three English-language datasets: Blogs, Twitter, and News. The focus is on understanding the size, structure, and basic characteristics of the data rather than developing a final model.

Summary of slides and progress on project so far

Next Word Prediction Application

Density plot of brokers by Strike, Renewal and Quote acitivty

Artificial Intelligence (AI) is increasingly used in education to support personalized learning and improve student outcomes. The goal of this project is to demonstrate familiarity with loading data into R, performing basic exploratory data analysis, and visualizing key relationships. This analysis serves as a foundation for building a future prediction algorithm and Shiny application.

Práctica 1