Ingest Document
School Board Transcripts
Most CT districts post PDFs to BoardDocs or their district site.
Upload the PDF directly — text is extracted automatically.
Facebook Groups
Use Facebook's "Download Your Information" tool (Settings → Your Facebook Information)
to export posts as JSON, then convert to .txt, or paste directly.
Automated scraping violates Meta's ToS.
Telegram
Use the Telegram Desktop app → Export Chat History (JSON/text).
Or use the scraper script included in scrapers/telegram_scraper.py.
Tags to consider
parents-rights, CRT, book-ban, gender-ideology,
indoctrination, curriculum, woke, grooming
Following O'Halloran (2013): begin with one document cluster, run keyword analysis,
then let replicated keywords drive the next stage of corpus expansion.
Tag documents by stage (e.g. stage-1, stage-2) to track your path.