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In this tutorial, the speaker demonstrates how to do text analysis using Displayr, saving time with a fun dataset that involves people's dislikes about Tom Cruise. The data is analyzed with a word cloud, revealing that many comments are related to his religious beliefs. Displayr offers various text analysis tools, including word clouds, sentiment analysis, manual categorization, and semi-automatic categorization. The data is sorted by similarity to the word "religion," emphasizing its importance in the analysis process.