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The fundamental problem addressed by this project is the absence of an integrated predictive and spatial decision support framework for Nigeria's national immunisation programme. Existing tools are either purely statistical (providing tabular summaries without spatial context), or purely cartographic # transport-ann-dashboard The fundamental problem addressed by this project is the absence of an integrated predictive and spatial decision support framework for Nigeria's national immunisation programme. Existing tools are either purely statistical (providing tabular summaries without spatial context), or purely cartographic