The recorded cases of corona virus (COVID-19) pandemic disease are millions and its mortality rate was maximized during the period from April 2020 to January 2022. Misinformation arose regarding this threat, which spread through social media platforms, especially Twitter, often spreading confusion, turmoil, panic public. To identify such misinformation, a machine learning model is needed detect...