A map of NAVBO team members and their evolution. This repository includes code to reproduce the workflows to get from raw data to visualizations.
The scripts directory has a set of bash scripts numbered in the order they should executed.
You can run the full workflow from end to end using the run.sh file in the root directory.
Publication data was collected for 502 members of North American Vascular Biology Organization (NAVBO) using Harzing's Publish or Perish software [Harzing, A.W. (2007) Publish or Perish, available from https://harzing.com/resources/publish-or-perish] by entering name of each member and exporting each member's publication data into a csv file which can be found in data/original data folder. Publication data of all members is then merged into a single csv file 'vascular-pubs.csv' by running the scripts found in script folder. After running all the scripts, 'vascular-pubs.for-sci2-cleaned-scimap.csv' is used for creating map of science and 'vascular-pubs.for-sci2-coauth-using-title+year+source.csv' is used for creating a co-author network.