By Cities Alliance and UK AID

The toolkit, developed for cities in four African countries, is a guide book for cities to better understand the process of identifying, collecting, managing, analyzing and utilizing data in its various forms to better govern and plan their cities.  This manual helps cities understand the various facets of effective data-driven planning.

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