PxD is collecting information about the impacts of the COVID-19 pandemic through the use of structured surveys of smallholder farmers and agro-dealers. The dashboards below visualize information collected to date and will be updated as new rounds of data are collected. Please see our blog for complementary descriptive information and analysis. Survey instruments and data are available via the tabs on this page.