Abstract: This is a system for sentiment analysis and misinformation detection for text transcriptions of conversations and statement. More particularly, this is a software system that uses neural network, machine learning (ML) models, which have been trained solely on text sourced from the internet, for the classification of the sentiment and risk of misinformation conveyed through a piece of text as it relates to a specified subject matter. Such a system typically is used on digital communication platforms, such as social media sites, to enable the determination of public opinion and perception in order to provide competitive intelligence for decision-making.