It has been a challenge, however, to evaluate whether documents or even individual terms are actually anomalous outliers within the specified area and timespan or just perennially prominent terms like stopwords or certain keywords that are frequently used in the examined region or throughout the whole Twitter network.
relevant and anomalous documents and keywords are often obscured by falsely highlighted keywords resulting from regular day-to-day chatter.