Chrome Extension for Misinformation Detection

Misinformation can be stories, hoaxes, or news deliberately created to spread false and deceive readers. Fake has always been a part of our lives. However, it become topic interest only recently. Majorly due the rise SOCIAL MEDIA. As stated in articles Supreme Court condemns these actions advice regulatory mechanism. use social media increased so, number unreliable sources. During covid, there was variety misinformation floating around like, applying cow dung cure covid. In reality, can't covid but cause black fungal infection. Some other examples include inciting religious sentiments, causing chaos, harming someone's reputation. Therefore, detecting fake stopping from spreading is necessary. this model, I have applied TF-IDF vectorizer Passive Aggressive Classifiers train my model. After training testing completed, local server using Flask set up assist development second phase project, which Chrome Extension. The Extension called Gossip Checker sends selected data model returns predicted score 0 1, where means reliable 1 not.