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Using natural language processing, sentiment analysis text scans through the emotional content of any material that is financial for instance news, social media, and earnings transcript among others. This highly developed instrument can be effectively used to calculate people’s attitudes concerning a particular company or a share. When linked to AI earnings tools and stock sentiment indicators it becomes an absolute tool in analyzing the market as well as trends like bullish or bearish that can be employed in shaping investment decisions that will be mutually beneficial.

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