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Computational Social Science
  • Home
  • Syllabus
  • Syllabus & Introduction
    • Downloading R & RStudio
    • Downloading Python
  • Intermediate Programming in R
    • R Cheat Sheets
    • Number Generation and Loops
    • Class 2 Problem Set
  • Parallel Computing
    • Parallel Computing
  • Intro to Text Analysis
    • Text Retrieval & Pre-Processing
    • R Regex Cheat Sheet
    • Corpus Creation
    • Class 4 Problem Set
  • The Bag of Words
    • An Unordered Bag
    • Class 5 Problem Set
  • Modeling the Bag of Words
    • Dictionaries
    • Multinomial Language Model
    • Vector Space Model
    • Class 6 Problem Set
  • Supervised Learning
    • Supervised Classification
    • Naive Bayes
  • Clustering and Topic Discovery
    • Discriminating Words
    • Clustering
    • Topic Models
    • Class 8 Problem Set
  • Embeddings
    • Embeddings
    • Class 9 Problem Set
  • Text Models for Ideology
    • Text Models for Ideology
    • Wordscores
    • Wordfish
    • Wordshoal
    • Class 10 Problem Set
  1. Text Models for Ideology
  2. Wordshoal