Documentation

“35_Topics_stmBrowser” file: The html file in this folder contains the stmBrowser interactive visualization of our main 35 stemmed topic model.

“Final Graphs”: Contains the code needed to reproduce tables and figures we present in the paper.

“Full Sample” file: Has the original text files from the MJP corpus. These have not been parsed by our text splitter.

“Output” file: The text files after they have been split by our text splitter. These files are read into our code for the main model.

“Main Model Notes”: Description of the Main Model code.

“Main Model.R”: R code for pre-processing text and the stm model itself.

“stopwords.txt”: A text file containing stopwords we read into our main model code.

“Text Splitter Notes”: Description of our text splitter code.

“textsplitter.py”: Our Python code to split texts.