Sentiment Polarity Analysis

This is fascinating and another achievement in improving my sentiment analysis, as I have not been able to incorporate sentiment polarity into the formulation of sentiment analysis. This adds another level of complexity and CPU power needed. For example, when evaluating a particular sentiment, if there is an almost equal opposing sentiment, it could be viewed as conflicting sentiment. Depend on the degree of the sentiment polarity would determine the amount of sentiment conflict.

I have since modified my sentiment model to include and factor in this important data point to provide an even more accurate overall sentiment analysis.

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