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.gitignore
.gitignore
 
 
LICENSE
LICENSE
 
 
Lab 1.2. Accessing the Corpora.ipynb
Lab 1.2. Accessing the Corpora.ipynb
 
 
Lab 1.3. Visualizing Categories.ipynb
Lab 1.3. Visualizing Categories.ipynb
 
 
Lab 1.4. Using Groupby to Explore Categories.ipynb
Lab 1.4. Using Groupby to Explore Categories.ipynb
 
 
Lab 1.5. Vectorizing Texts.ipynb
Lab 1.5. Vectorizing Texts.ipynb
 
 
Lab 2.1. Getting x and y Arrays for Dialects.ipynb
Lab 2.1. Getting x and y Arrays for Dialects.ipynb
 
 
Lab 2.2. Classifying Cities with TF-IDF and PMI.ipynb
Lab 2.2. Classifying Cities with TF-IDF and PMI.ipynb
 
 
Lab 2.3. Classifying Authors with Function Word N-Grams.ipynb
Lab 2.3. Classifying Authors with Function Word N-Grams.ipynb
 
 
Lab 2.4. Using Positional Vectors for Parts-of-Speech.ipynb
Lab 2.4. Using Positional Vectors for Parts-of-Speech.ipynb
 
 
Lab 2.5. Classifying Hotels by Quality Using Sentiment Analysis.ipynb
Lab 2.5. Classifying Hotels by Quality Using Sentiment Analysis.ipynb
 
 
Lab 2.7. Classifying Cities using MLPs.ipynb
Lab 2.7. Classifying Cities using MLPs.ipynb
 
 
Lab 3.2. Register and Corpus Similarity.ipynb
Lab 3.2. Register and Corpus Similarity.ipynb
 
 
Lab 3.3. Finding Similar Documents.ipynb
Lab 3.3. Finding Similar Documents.ipynb
 
 
Lab 3.4. Finding Associated Words.ipynb
Lab 3.4. Finding Associated Words.ipynb
 
 
Lab 3.5. Working with Word Embeddings.ipynb
Lab 3.5. Working with Word Embeddings.ipynb
 
 
Lab 3.6. Clustering Word Embeddings.ipynb
Lab 3.6. Clustering Word Embeddings.ipynb
 
 
Lab 4.1. Baselines for Classifying Political Speeches.ipynb
Lab 4.1. Baselines for Classifying Political Speeches.ipynb
 
 
Lab 4.2. Ensuring Validity Using Cross-Validation.ipynb
Lab 4.2. Ensuring Validity Using Cross-Validation.ipynb
 
 
Lab 4.3. Unmasking Authorship.ipynb
Lab 4.3. Unmasking Authorship.ipynb
 
 
Lab 4.4. Comparing Word Embeddings.ipynb
Lab 4.4. Comparing Word Embeddings.ipynb
 
 
Lab 4.5. Making Maps for Linguistic Diversity.ipynb
Lab 4.5. Making Maps for Linguistic Diversity.ipynb
 
 
README.md
README.md
 
 
notebooks
notebooks
 
 

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corpus_analysis

Code notebooks as exercises to accompany the text_analytics package

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Code notebooks as exercises to accompany the text_analytics package

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