Hello and welcome to the Git repository of our research paper "Predicting Research Funding from Grant Proposal Abstracts."

📂 Directory

• Research Paper: Final Paper.pdf

• Presentation Slides: Presentation.pptx

• data: the folder that contains all the .csv files.

  • data chunks: grants.csv but in chunks.
  • misc: unneeded stuff.
  • raw data: the folder that contains the raw import from the CIHR website
    • CA.US-Social.csv a .csv file that contains the direct import of the grants as appears on the CIHR website, for Social Sciences and in the Canadian/US regions.
  • applids.csv a .csv file that contains only the applIDs of the grants, which was used to access the grants links.
  • grants.csv a .csv file that contains all the scraped grants. Includes title, contributors, abstracts, etc. and includes English, French and a small amount of unknown language/empty abstract languages.
  • english_grants.csv grants.csv but with only English entries. We will be using this .csv file primarily.

The following scripts are in this repo:

• Joyce's
  • code.ipynb
  • language_filtering.ipynb
• Unu's
  • LDA-category.ipynb
  • tfidf-category.ipynb
  • lda3.ipynb