5 open source tools for taming text

Text: it's everywhere. It fills up our social feeds, clutters our inboxes, and commands our attention like nothing else. It is oh so familiar, and yet, as a programmer, it is oh so strange. We learn the basics of spoken and written language at a very young age and the more formal side of it in high school and college, yet most of us never get beyond very simple processing rules when it comes to how we handle text in our applications. And yet, by most accounts, unstructured content, which is almost always text or at least has a text component, makes up a vast majority of the data we encounter. Don't you think it is time you upgraded your skills to better handle text?
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