To address this, we built a literature-mined, open-access reaction dataset that focuses on the Ni-catalyzed C-O bond activation to form C-C and C-N bonds: the NiCOlit dataset. It gathers more than two thousand peer-reviewed reactions with detailed experimental conditions. As a singular literature representative dataset, NiCOlit stands as a benchmark for machine learning prediction of chemical yields found in published reaction data.