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In this tutorial, the speaker demonstrates how to perform text analysis using Displayr, saving time with a fun data set on people's dislikes about Tom Cruise. The simplest way to analyze the data is through a word cloud, revealing that religious beliefs are a common theme. Displayr offers various analysis tools like word clouds, sentiment analysis, and manual categorization. The focus is on semi-automatic categorization, sorting data by similarity to the word "religion."