Data consists of abundance counts and diversity of pollinators collected in Ghana. Pollinators were sampled with pan-traps between August and November 2016 in 126 greenspaces spread over an urbanisation gradient and three management practices (amenity lands, farmed sites and informal greenspaces) around Sunyani and Techiman, Ghana. All insects were identified to order in the field. Samples were stored in 70% alcohol before being pinned for identification. Bees and wasps were pinned and differentiated with microscopy based on Goulet and Hubert (1993). Bees were subsequently identified with microscopy to morpho-species following Eardley, Kuhlmann and Pauly (2010). Full details about this dataset can be found at https://doi.org/10.5285/2e245944-ee5b-4612-b866-cafa3a129270