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Examples‎ > ‎ Text Mining This page shows an example on text mining of Twitter data with R packages twitteR, tm and wordcloud. Package twitteR provides access to Twitter data, tm provides functions for text mining, and wordcloud visualizes the result with a word cloud. If you have no access to Twitter, the tweets data can be downloaded as file "rdmTweets.RData" at the Data page, and then you can skip the first step below.