Discuss some of the analytical challenges of text analysis


Problem

• Why would you use autocorrelation instead of auto covariance when examine stationary time series versus non-stationary ones?

• When should an analyst use an ARIMA model versus the ARMA model for stationary datasets?

• Discuss some of the analytical challenges of text analysis?

• List the benefits of using TFIDF.

• Comment on methods that can be used for sentiment analysis.

The response should include a reference list. Using double-space, Times New Roman 12 pnt font, one-inch margins, and APA style of writing and citations.

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