This article investigates mainly on architectural studies, housing and community spaces, architectural design strategies and synergies, energy-efficient practices, and the role of technology in architecture and construction. A dataset drawing on a varied variety of sources from the Web of Science Core Collection Database between the years 2014-2024. The articles are inspected using R software. This research reveals crucial insights about trends, patterns, and focus points on modern architectural discourse. Furthermore, the findings indicate the rise of new techniques and collaborative frameworks for solving difficult issues in architectural design and construction. This study also offers insights into performance analysis, journal and author citation, authorship, network, and burst detection analysis of authors, references, sources, nations, and institutions. The theme analysis results from the niche and classical themes utilized by the various researchers. The research identified key topics like sustainability, renewable energy integration, community-centric design, and technology innovation as driving factors in architectural practice. This article, which focuses on stimulating multidisciplinary conversation and innovation, provides significant insights for scholars, practitioners, and policymakers, allowing them to get a better grasp of the changing environment of architectural research and practice in the twenty-first century.