Large-scale data is a research concept referring to datasets characterized by their immense volume, high velocity of generation, and diverse variety, which necessitate specialized computational and analytical methods for effective processing. It encompasses the study and development of techniques, algorithms, and infrastructure for managing, analyzing, and extracting valuable knowledge from such complex and extensive information resources, enabling new forms of inquiry and discovery across diverse fields.