Co-Affiliation Analysis (CAA)

Co-Affiliation Analysis (CAA) This release corresponds to the software version used for the manuscript submission describing Co-Affiliation Analysis (CAA). Purpose of this release Provides a stable, reproducible snapshot of the codebase used to generate all results, models, and figures reported in the paper. Intended for reviewers and readers to reproduce the analysis pipeline end-to-end. Key features Construction of co-affiliation networks (year-gap, full-range, and stable variants) Estimation of ZNIB gravity models for institutional pairing effects Plot generation and supplementary visualisations Optional enrichment of affiliation edges with travel routing data Support for CLI, notebooks, and Docker-based execution Stability notice This is a pre-1.0 release. While the code is feature-complete for the paper, minor API changes and refinements may occur in response to reviewer feedback. A v1.0.0 release will follow upon acceptance. Reproducibility Configuration-driven pipeline Deterministic outputs given fixed inputs Docker image available for environment-independent execution