Investigating COVID-19 News Across Four Nations: A Topic Modeling and Sentiment Analysis Approach.

ABSTRACT: Newspapers are very important for a society as they inform citizens about the events around them and how they can impact their life. Their importance becomes more crucial and indispensable in the times of health crisis such as the current COVID-19 pandemic. Since the starting of this pandemic newspapers are providing rich information to the public about various issues such as the discovery of a new strain of coronavirus, lockdown and other restrictions, government policies, and information related to the vaccine development for the same. In this scenario, analysis of emergent and widely reported topics/themes/issues and associated sentiments from various countries can help us better understand the COVID-19 pandemic. In our research, the database of more than 100,000 COVID-19 news headlines

SUBMITTER: Ghasiya P 

PROVIDER: S-EPMC8545217 | biostudies-literature | 2021

REPOSITORIES: biostudies-literature