Liverpool School of Tropical Medicine - Vector Biology Department, University of Oxford - Big Data Institute (BDI), University of Oxford - Big Data Institute (BDI), Abt Associates, Inc. - President’s Malaria Initiative Africa Indoor Residual Spraying Project, Liverpool School of Tropical Medicine - Vector Biology Department, AngloGold Ashanti Malaria Limited - Monitoring & Evaluation Department, Malaria Pre-Elimination Program, CCS-SIDA/MSSS, Government of Ethiopia - Federal Ministry of Health (FMoH), Government of the Republic of Madagascar - Programme National de Lutte Contre le Paludisme, Government of the Republic of the Sudan - Integrated Vector Management Department, National Malaria Elimination Centre, Abt Associates, Inc. - President’s Malaria Initiative Africa Indoor Residual Spraying Project, University of Oxford - Big Data Institute (BDI), Liverpool School of Tropical Medicine - Vector Biology Department and University of Oxford - Big Data Institute (BDI)