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In this tutorial, text analysis and Displayr are used to analyze responses about Tom Cruise. A word cloud shows that religion is a major theme. Displayr allows for various text analysis methods such as sentiment analysis and manual or automated categorization. The focus here is on semi-automatic categorization based on similarity to the word "religion." This tool can save a significant amount of time in analyzing and interpreting large amounts of text data.