In this episode, we unpack the study "Risky Words and Returns" and discover how the language used in company 10-K filings can reveal clues about future stock performance. Learn how specific words and phrases, analyzed using advanced techniques like TF-IDF and lasso regression, are linked to significant stock returns. From the nuances of word clusters to the potential of creating investment strategies based on risk disclosures, this discussion will change how you view financial reports. Whether you're an investor or just curious about the stock market, this episode is packed with insights you won't want to miss!

Find the full research paper here: https://community.quantopian.com/c/community-forums/risky-words-and-returns

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Quant Radio is an AI-generated podcast, intended to help people develop their knowledge and skills in Quant finance. This podcast is not intended to provide investment advice.