This type of approach looks at the actual data that shows how the news is being consumed and shared, as well as the data that shows features of the accounts engaging with the news. This approach also looks at post-level data, which are the reactions (i.e. likes) of accounts engaging with the news. The knowledge-based approach can be applied to post-level data as well.