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Explore the intricacies of large-scale network structures in this illuminating 53-minute lecture by Mark Newman, presented at the Santa Fe Institute's Annual Science Board Symposium and Meeting on Complexity: Theory and Practice. Delve into the fundamental principles and practical applications of network analysis, gaining insights into how complex systems are interconnected and organized on a grand scale. Discover cutting-edge research and methodologies used to uncover patterns and structures within vast networks, from social systems to biological networks and beyond. Enhance your understanding of network science and its implications for various fields, including sociology, biology, and information technology.