A dataset of scraped metadata from <b>59,232</b> academic articles including paper titles, keywords, abstracts, citation counts, year of publication, and word embeddings (GloVe and Specter) from <b>38</b> popular venues for visualization research.<br><br><b>Note:</b> The data was accessed from digital publication libraries and was already available in the public domain, i.e., without requiring any subscription, paid or free. We do not own the rights to the raw data and make it available for research purposes.