Cosine variance text analytics The code is used as an alternative to the word count text comparison. If one text is longer than the other then a word count analysis may give you skewed results. This method allows you to standardize multiple length text into a vector. Once we have a vector then we calulate the cosine of the vectors in space. Idealy we want a cosine to approach 1.
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