qalarc.com / projects / 4chan-scrape-data-analysis

chanalyse — 4chan Intelligence Engine

A project by Qalarc — AI systems studio, Sydney, Australia. Built, shipped and maintained by Qalarc.

Scrapes 4chan boards 24/7, LLM-classifies threads into themes/stories, detects spikes, auto-writes sourced briefings, and publishes market-sentiment signals

PythonFastAPISQLite + SQLAlchemyClaude (OAuth/CLI)Codex CLIVADER SentimentChart.jsCloudflare Pages
chanalyse — 4chan Intelligence Engine screenshot

chanalyse is a full discussion-intelligence pipeline: it continuously scrapes public 4chan boards (/biz/, /g/, /pol/), captures every thread and post permanently, and uses a 5-backend LLM router (Claude OAuth → Codex CLI → Claude CLI → API → heuristic) to classify each thread into an emergent theme → story → entity model. Z-score spike detection fires 'article triggers' that the engine researches (gathering real quotes and claims from the threads) and turns into neutral, provenance-tracked briefings — every claim traceable to its source posts, human-reviewed before publishing. A GDELT-style signals layer aggregates tone (−100…+100), mention-volume z-scores, momentum, dispersion and a composite buzz index per company/ticker/crypto — exposed as JSON/CSV anyone can consume. Live snapshot, briefings and callable signal data at qalarc.com/chanalyse.

Now live on its own domain: chanalyse.org — the site moved off qalarc.com in August 2026 to its own Cloudflare Pages project.

Capabilities

Tags

#python#data#scraping#llm#trading#finance#signals#sentiment#intelligence#fastapi#claude

Status: live · First built: 2024-03-01 · Last updated: 2026-08-25