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This comprehensive chapter provides an in-depth overview of Data Architecture and its pivotal role within Enterprise Architecture. It offers insights into how Data Architecture, like a city’s plumbing system, can ensure efficient and effective data flow within organizations. The chapter outlines key components such as data models, data flow, data governance, and data security, among others. It further highlights real-world case studies of successful data architecture implementation in companies like Netflix, Spotify, Walmart, and American Express