This is the cleanup code and the final dataset for the thesis & dissertation visualization project. View the visualization at: https://public.tableau.com/shared/M8896Y774?:display_count=yes The dataset tdsFinal.csv includes all master's projects, theses and dissertations submitted to UHCL as of May 2018. Variables include: bibrecord: The bibliographic record as cataloged by the Neumann Library itemrecord: The item record as cataloged by the Neumann Library title: The title of the work author: The author of the work callnumber: The call number of the work note: The bibliographic notes field subject: subjects in Library of Congress classification as cataloged by the Neumann Library imprint: publication year add.author: The additional author field tot.chkout: The total number of checkouts type: thesis, graduate project, or dissertation college: college, updated to current college names link: the hyperlink to the work format: print or electronic chair: chair/advisor This dataset has gone through significant processing, as documented in the thesisCleaning pdf document included in this FigShare fileset. The thesisCleaning.Rmd file is the Markdown file used to generate the PDF. Advisor and college names have been extracted from other fields. Chair names have been clustered in OpenRefine to create controlled names (e.g. consistent use of middle initials).