Tidytext + stm

The new version of tidytext package now works with the stm package for topic modeling. This is a great new development.

Tidy Text Mining with R

Cool text mining book.

tm reading in data frame and keep text's id

Here are some useful discussions.

Another text analysis package

Quanteda seems to be a serious contender for analyzing textual data using R.