title: Ideology through sentiment analysis: A changing perspective on Russia and Islam in NYT
abstract: This article continues the line of research that combines the paradigm of Critical Discourse Analysis (CDA) with quantitative methods. We propose that Linguistic Inquiry and Word Count (LIWC), a software for automated text analysis widely used in social sciences, can enrich the CDA toolkit. The methodological advantage of LIWC is that its semantic categorization was developed and validated independently, which addresses the concerns about subjectivity. In two case studies we use LIWC to analyze 
journal: Discourse & Communication