Install Packages

library("twitteR")
library("wordcloud")
## Loading required package: RColorBrewer
library("tm")
## Loading required package: NLP

Get Access Keys from dev.twitter.com

consumer_key <- 'pTHnllITCNUGkXvdcbyMuKOpH'
consumer_secret <- 'TAKxB0lEYgdHbY74D09yRoXxSWbP8jnmQMT0RrrOPOEBH5pvGr'
access_token <- '3694569499-XU6EDLcj2T5tjDT00w9SQFBX42G0BpG1mCgszZr'
access_secret <- 'jtwZKXqnedaGWHd3tJkZtMhf8HmlMgRw7C5CQWHDZwVQv'
setup_twitter_oauth(consumer_key, consumer_secret, access_token, access_secret)
## [1] "Using direct authentication"

Read Tweets

num_tweets <- 1000
r_stats <- searchTwitter("PrimeVideo", n=num_tweets, lang = "en")

Clean up text and form wordcloud

r_stats_text <- sapply(r_stats, function(x) x$getText())
r_stats_text_corpus <- Corpus(VectorSource(r_stats_text))
r_stats_text_corpus <- tm_map(r_stats_text_corpus, function(x) iconv(enc2utf8(x), sub = "byte"))
## Warning in tm_map.SimpleCorpus(r_stats_text_corpus, function(x)
## iconv(enc2utf8(x), : transformation drops documents
r_stats_text_corpus <- tm_map(r_stats_text_corpus, content_transformer(tolower))
## Warning in tm_map.SimpleCorpus(r_stats_text_corpus,
## content_transformer(tolower)): transformation drops documents
r_stats_text_corpus <- tm_map(r_stats_text_corpus, removePunctuation)
## Warning in tm_map.SimpleCorpus(r_stats_text_corpus, removePunctuation):
## transformation drops documents
r_stats_text_corpus <- tm_map(r_stats_text_corpus, function(x)removeWords(x,stopwords()))
## Warning in tm_map.SimpleCorpus(r_stats_text_corpus, function(x)
## removeWords(x, : transformation drops documents
wordcloud(r_stats_text_corpus)
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