Building a Financial Data Pipeline: How I Scraped 25 Years of Stock Market Filings with Python and a Graph Database

📰 Dev.to · Simon Mak

Learn how to scrape 25+ years of Hong Kong Stock Exchange (HKEx) regulatory filings using Python and store them in SurrealDB with graph relationships.

Published 14 Feb 2026
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