Using bibliometric analysis of more than 1,000 articles published between 2014 and 2024, a new study charts the first decade of the Journal of Big Data and its emergence as a leading global data science publication. The journal has surpassed 1,000 papers and nearly 65,000 citations. Researchers identified three core themes - big data infrastructure, machine and deep learning, and applications such as cybersecurity, healthcare analytics, and sentiment analysis - while highlighting the journal's growing international reach and influence on data science and AI research.