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There are some limiting factors to Twitter, in that it doesn't have the typical daily users as more popular apps, subsequently, there is a loss of information in this analysis.

Additionally, of the users captured,   most are outside the city limits, with very little activity outside of the Stadium and downtown, for the rest of Pittsburgh to express their opinions.

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