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by: Julia Silge, David Robinson

 : Text Mining with R: A Tidy Approach
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Binding: Paperback
Brand: O'Reilly Media
EAN: 9781491981658
Edition: 1
Feature: O REILLY
ISBN: 9781491981658
Item Dimensions: 9106907740
Label: O'Reilly Media
Languages: EnglishPublishedEnglishOriginal LanguageEnglishUnknown
Manufacturer: O'Reilly Media
Number Of Items: 1
Number Of Pages: 194
Publication Date: July 02, 2017
Publisher: O'Reilly Media
Studio: O'Reilly Media

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Much of the data available today is unstructured and text-heavy, making it challenging for analysts to apply their usual data wrangling and visualization tools. With this practical book, you’ll explore text-mining techniques with tidytext, a package that authors Julia Silge and David Robinson developed using the tidy principles behind R packages like ggraph and dplyr. You’ll learn how tidytext and other tidy tools in R can make text analysis easier and more effective.



The authors demonstrate how treating text as data frames enables you to manipulate, summarize, and visualize characteristics of text. You’ll also learn how to integrate natural language processing (NLP) into effective workflows. Practical code examples and data explorations will help you generate real insights from literature, news, and social media.





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