Replication package: Positioning civil society organisations in the DSA advocacy space — scoring scripts and anonymised data
收藏资源简介:
Replication package for the article "[BDS article title]" (Big Data & Society, 2026). Contains the Python scripts and anonymised aggregate data used to position civil society organisations along two dimensions — Regulatory Embeddedness (REI, 0–25) and Knowledge Production (KP, 0–20) — as described in Appendix A of the article. The package includes: (1) a web scraping script for static sites (HTTP/BFS); (2) a Playwright-based scraper for JavaScript-rendered sites; (3) a scoring pipeline that computes REI and KP from PDF and web-text corpora; (4) anonymised aggregate scores for the 15 CSO participants and 5 additional corpus organisations, using the pseudonym scheme of Table 1 in the main text. Raw document corpora are not included due to size and third-party copyright; the scripts fully parameterise corpus reconstruction.



