Scrape Financial Data from SEC Edgar with Python

In this video, we'll see how you can scrape financial reporting data from SEC Edgar using Python and the Edgartools library. After watching this video, you should be able to access and scrape many types of corporate disclosure such as 10-K (annual reports), 10-Q (quarterly reports), 8-K (material events), 13F (portfolio holdings), and many more. All that data can easily be extracted as strings for text data and as pandas dataframes for structured data. A written version of the tutorial is available here: https://vincent.codes.finance/posts/edgartools/ 👍 Please like if you found this video helpful, and subscribe to stay updated with my latest tutorials. 🔔 ❤️ You can support this channel by buying me a ☕: https://buymeacoffee.com/codesfinance 🔖 Chapters: 00:00 Intro 00:22 SEC Edgar 01:22 Edgartools 02:06 Company data 03:40 Download 10-Q quarterly reports 07:18 Download 8-K and press releases 11:43 Get all filings 13:06 Download 13F holdings 14:27 Outro 🔗 Video links: SEC Edgar: https://www.sec.gov/edgar/searchedgar/companysearch edgartools: https://github.com/dgunning/edgartools 🐍 More Vincent Codes Finance: - ✍🏻 Blog: https://vincent.codes.finance - 🐦 X: https://twitter.com/CodesFinance - 🧵 Threads: https://www.threads.net/@codesfinance - 😺 GitHub: https://github.com/Vincent-Codes-Finance - 📘 Facebook: https://www.facebook.com/people/Vincent-Codes-Finance/61559283113665/ - 👨‍💼 LinkedIn: https://www.linkedin.com/company/vincent-codes-finance/ - 🎓 Academic website: https://www.vincentgregoire.com/ #sec #secedgar #financials #scraping #python #programming #code #nlp #opensource #pandas #edgartools #bigdata #research #researchtips #vscode #professor #datascience #dataanalytics #dataanalysis #financialrecords #financialreporting #annualreport #earningsreport #earnings