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Twitter sues four unknown entities for 'unlawful data scraping' | Engadget
(www.engadget.com)
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Depends very much on the terms in which the content is made available. It's more than a little over-zealous, but the Computer Fraud and Abuse Act technically makes any unauthorized access to a computer system illegal. If Twitter makes it explicitly known to you that you're not authorized to scrape them and you do it anyway, there is some potential liability.