scripts for (accepted) ASIST SIGMETRICS MET17 poster on bibliometric methods for profiling institutions
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.gitignore
FractionalTimesCited.R
LICENSE
README.md
geocodeaffil.R
institutionalprofiles.Rproj
kmlShapeCiteTraj.R
topartLDA.R

README.md

institutionalprofiles

Scripts for ASIST MET17 paper on bibliometric methods for profiling institutions

Poster available at: https://speakerdeck.com/cpikas/methods-for-bibliometric-institutional-profiles-for-the-practitioner

Files included:

  • FractionalTimesCited.R - imports Clarivate Web of Science data and calculates fractional times cited per Leydesdorff and Opthof(2010)
  • geocodeaffil.R - takes author affiliation addresses and number of articles - both available many ways but most easily from bibliometrix, and maps them as sized circles on a world map
  • kmlShapeCiteTraj.R - takes output of WoS (or Scopus) citation report, and performs longitudinal k-means clustering to find clusters of citation trajectories (separate article on this in preparation)
  • topartLDA.R - takes abstracts and performs LDA on them and uses a visualization to help name the clusters. Figure 2 on the poster was actually done using Excel :(