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Focusing on multidimensional methods in textual statistics, this book provides a thorough exploration supported by a custom R package. It caters to a diverse audience, including practitioners seeking to extract insights from texts and students engaged in massive data analysis, highlighting the increasing importance of textual data processing in various fields.