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This tutorial demonstrates how to do text analysis and use Displayr for data analysis, saving time. A data set on people's dislikes about Tom Cruise is analyzed using word clouds, revealing a focus on his religious beliefs. Displayr offers various tools for text analysis, including word clouds, sentiment analysis, manual categorization, and semi-automatic categorization based on keyword similarity.