Selling the Hype: Coding Sentiment Analysis for Stock Market News in 4 STEPS

There are a few ways to scrape stock market news data from the internet in Python — we can parse HTML directly using libraries like beautiful soup, or we can pay for an API that gives us news data directly without the hassle. Some great finance news API options include IEX Cloud, EOD Historical Data, and StockNewsAPI; each has its own pros and cons, which we talk more about in the video at the bottom of this page.

#Finance #Investing #News 5 social mentions

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spaCy

To get there, we can utilize open-source Python libraries like spaCy, natural language tool kit (NLTK), and regular expressions (re) to do some of the heavy lifting for us. Here’s the gist for getting from raw text to a clean set of relevant Nike sentences:.

#Natural Language Processing #NLP And Text Analytics #Spreadsheets 58 social mentions