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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
POS6933: Computational Social Science
(Data Analysis & Text as Data)
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