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While these domains frequently include high-resolution computational fluid dynamics (CFD) data, \npredicting urban flow fields with machine learning (ML) models has emerged as a promising approach to overcome the prohibitive costs of CFD simulations. However, the availability of open-source datasets for training such ML models remains scarce. \nIn particular, publicly available two-dimensional datasets of urban flow fields are nearly non-existent, despite their potential value for early development and debugging stages of data-driven models, \nbefore scaling to computationally expensive three-dimensional datasets.\nTo bridge this gap, this study presents a comprehensive dataset consisting of 3,000 two-dimensional urban flow simulations conducted using a lattice-Boltzmann method across three distinct Reynolds numbers. \nThe dataset contains the time-averaged velocity fields.\nA key feature of this dataset is its high geometric diversity: each layout incorporates between three and six buildings with randomized sizes, positions, and rotation angles ranging from 0 to 90. \nThis extensive variability enables the dataset to capture several critical flow characteristics, including wake formation, flow acceleration, shielding effects, and recirculation zones, across a wide range of orchestrated urban canopies.\nThe large sample size and consistent simulation setup make the dataset particularly suitable for developing and benchmarking ML architectures. 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