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A webcast presentation originally held on July 20th, 2016 by Joe Gits as part of the CMT Association’s Educational Web Series. The Event will cover the process of statistical normalization of conversations on the StockTwits platform.  We will explore the statistical methods and calculations used and discuss the predictive characteristics of the dataset.