After the aggregating process, the data is passed along to a chain of several filters which provide initial sieving of irrelevant information. The first integral step is to ensure the text is in valid English. Healthify uses regular expression spam filtering, natural language processing language validation, and information from the Twitter API to accurately identify whether text is in valid English or not.
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