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 (code)
• Python: Strings, Regular Expressions, and Dictionary-Based Methods (code)
• Supervised Learning I: Bag of Words and Machine Learning Models
  • Python code (code)
  • R code (code)
• Word Embedding and Large Language Models (and Bias in AI )
  • Python code (code)
  • R code (code)
• Supervised Learning II: Large Language Models
  • Python code (code)
• Unsupervised Learning
  • Python code (code)