OSR Examples

Analysis pipelines to generate figures/tables for the papers from ORCID-derived academic mobility products.

What this repository does

• Consumes prebuilt Parquet products (country-to-country mobility edges, affiliation edges, etc.).
• Computes:
  • country SpringRank (static)
  • windowed SpringRank by year (sliding window)
  • ...
• Produces:
  • out/<paper>/<tag>/... (step outputs)
  • papers/<paper>/... (paper bundle)

Data

Download the ORCID-derived products from Zenodo:

• ORCID-derived Academic Mobility Networks (DOI: 10.5281/zenodo.17983291)

Expected layout:

products/orcid/<date>/<tag>/
  edges/
  _meta.json

Quickstart

Take NetSci 2026 for example.

just init
just pl-ns26

Outputs will appear under:

out/netsci2026/<tag>/

Provenance

Each pipeline step emits _meta.json describing parameters and upstream pointers. The paper bundle collects them under papers/<paper>/meta/.

Citation

See CITATION.cff.