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Code & Data

Code

Embeddings

• residual2vec — Residual-based network embedding
• embedding-disruptiveness — Embedding-based disruption analysis
• community_citation_model — Community-based citation modeling

Network Analysis

• scola — Constructing networks from correlations
• degree-corrected-link-prediction-benchmark — Degree-corrected link prediction benchmark
• core-periphery-detection — Algorithms for detecting core-periphery structure in networks
• qstest — Statistical test for community detection
• cidre — Algorithms for identifying abnormal citation groups
• Disruption index — Code for calculating disruption index

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Data

• Uncovering the universal dynamics of citation systems: From science of science to law of law and patterns of patents — Comprehensive citation datasets across multiple domains

Tools

• doi2bibtex — A simple tool to convert DOIs to BibTeX entries
• json2slide - A simple tool to convert JSON data to HTML slides

Educational Resources

• Practical guide to sentence embedding — A practical guide to using sentence transformers for various NLP tasks

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Contact

Questions about our code or data? Contact us at skojaku@binghamton.edu.