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Julien Simon
Julien Simon

Posted on • Originally published at julsimon.Medium on

Analyzing SEC filings with Transformers for fun and profit

In this video, I show you how to:

  • easily download SEC filings with a bespoke AWS SDK,
  • process and break down filings into individual text sections,
  • extract insights using Hugging Face models for sentiment analysis, emotion detection, and summarization.

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New to Transformers? Check out the Hugging Face course at

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