News Article Analysis

See examples/news_article_analysis.py for the full source.

This example demonstrates:

1. Tokenizing a news article with lemmatization
2. Removing stopwords
3. Building a co-occurrence graph with window=3
4. Extracting the backbone
5. Finding top nodes by degree centrality
6. Building semantic graphs with CountVectorizer and TF-IDF