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fix typos in 'tm' and 'topicmodels' tutorial #1

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fix typos in 'tm' and 'topicmodels' tutorial #1

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10 changes: 5 additions & 5 deletions Topic_Model_Script.R
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
We're going to use a library called 'tm', and another called 'topic models'
#install.package("tm")
#install.package("topicmodels")
#We're going to use a library called 'tm', and another called 'topic models'
#install.packages("tm")
#install.packages("topicmodels")
library(tm)

#### instead of using 'setwd()' function, start by finding the file in the bottom right quadrant of R Studio
Expand Down Expand Up @@ -42,10 +42,10 @@ nrow(a.tdm) #number of unique words in corpus
findAssocs(a.tdm, 'includ', 0.25) # find associated words and strength of the common words.play around with this
a.tdm.sp <- removeSparseTerms(a.tdm, sparse=0.987) #remove sparse terms, maybe not necessary, sometimes is. Play around with this if you're not getting good output.
a.tdm.sp.df <- as.data.frame(inspect(a.tdm.sp)) # convert term document matrix to data frame
nrow(a.dtm.sp.df) # check to see how many words we're left
nrow(a.tdm.sp.df) # check to see how many words we're left

require(slam)
a.dtm.sp. <- t(a.tdm.sp) # transpose term document matrix into document term matrix
a.dtm.sp.t <- t(a.tdm.sp) # transpose term document matrix into document term matrix


require(topicmodels)
Expand Down