PPE 4000-302 Research in PPE: Computational Text Analysis for Social Sciences

• R Language: Programming Concepts
  • Data Types and Functions Code
    
  • Conditional Statements, Loops, and Packages Code
    
• R Language: Strings, Regular Expressions, and Dictionary-Based Methods Code
  
• Python: Programming Concepts
• Python: Strings, Regular Expressions, and Dictionary-Based Methods
• Supervised Learning I: Bag of Words and Machine Learning Models
  • Python code
    
  • R code Code
    
• Word Embedding and Large Language Models (and Bias in AI )
  • Python code
    
  • R code Code
    
• Supervised Learning II: Large Language Models
  • Python code
    
• Unsupervised Learning
  • Python code