INTENSIVE: Text Analysis

This INTENSIVE offers an introduction to a range of Text Analysis approaches, including dictionary methods, classification and machine learning, TF-IDF, clustering, and topic modeling. Tutorials are performed in R with RStudio.

Day 1: Introduction to text analysis approaches. What is automated text analysis? What questions can we ask and answer using these approaches?

Day 2: Demonstration of importing text data in R, pre-processing text data, TF-IDF, topic-modeling, and interpretation

Day 3: Hands-on tutorials covering importing text data in R, pre-processing text data, TF-IDF, topic-modeling, and interpretation