Computational Communication

  • ​Automated Text Analysis 
  • Unsupervised Machine Learning
  • Network Analysis
  • Data Collection & Wrangling
  • Web Scraping

Quantitative Methods

  • Time Series Analysis (i.e., VAR)
  • Structural Equation Modeling
  • Longitudinal Panel Data Analysis
  • Fixed Effect & Random Effects Regression
  • Content Analysis
  • Spatial Territory Approximations

Dissertation Methodology

​Computational Communication and Quantitative Methods in ISIS Publications between 2014-2020 in Arabic and English
  • Unsupervised Machine Learning
  • Spatial Territory Approximations
  • Network Analysis
  • Time Series Analysis 
  • Constitutive Rhetoric​
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Topic Network Analysis of al-Naba issues 1-266 (2014-2020), Economic Content (Arabic)