Demand Clusters & Themes Signals grouped into interpretable clusters using keyword analysis of the signal text, theme, gap type and value chain, then compared across countries, domains and priority.
Bangladesh Colombia Ghana Kenya Nigeria Zambia
Reset filters Bangladesh
Colombia
Ghana
Kenya
Nigeria
Zambia
All Agri-Finance, Investment & Credit Climate Risk, Resilience & Early Warning Extension, Advisory & Digital Tools Irrigation, Water & Infrastructure Livestock, Fisheries & Animal Health Mechanisation, Post-Harvest & Processing Policy, Land Rights & Governance Seeds, Varietal Adoption & Crop Protection Soil Health, Fertiliser & Biochar Value Chains, Market Access & Off-Taking All Act Explore Prepare All Derived Demand Expressed Demand All Access to Inputs Finance & Credit Gap Behavioral/Practice Change Capacity Extension & Data Gap Capacity Gap Capacity/Training Demand Consumer/Market Demand Data/Evidence Demand Digital & Innovation Demand Environmental Demand Environmental Health Demand Environmental/Sustainability Demand Finance/Investment Demand Financing/Investment Demand Governance Demand Health Demand Infrastructure & Irrigation Demand Infrastructure & Irrigation Gap Infrastructure & Training Demand Infrastructure Demand Infrastructure Gap Infrastructure/Capacity Demand Innovation Demand Investment Demand Investment Need Market Demand Market Failure Policy & Governance Demand Policy Demand Policy/Regulatory Gap Program Demand All Access to Inputs Behavioral/Practice Gap Biosecurity Gap Capacity Capacity Gap Climate & Resilience Gap Conflict & Security Gap Data & Evidence Gap Economic Empowerment Gap Economic Opportunity Gap Environmental & Ecological Gap Environmental Health & Biodiversity Environmental Health & Biodiversity Gap Environmental Health & Biodiversity gap Environmental Health Gap Extension & Data Gap Finance & Credit Gap Financial & Market Gap Financial Coherence Gap Financing & Credit Gap Financing & Investment Gap Financing Gap Financing/Investment Demand Financing/Investment Gap Food Safety Gap Food Security Gap Gender & Inclusion Gap Gender Gap Health & Nutrition Gap Health & Safety Gap All Climate Adaptation & Mitigation Environmental Health & Biodiversity Gender Equality Gender Equality, Youth & Social Inclusion Health & Food Security Investment & Financing Livelihoods & Poverty Reduction Livestock & Aquatic Nutrition Nutrition, Health & Food Security Policy & Governance Stakeholder Engagement & Capacity Youth & Social Inclusion Reset signal filters Climate & Resilience
Largest cluster
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Cluster structure i Cluster share proportion of all signals
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Clusters against other dimensions i i i i i i Cluster detail size, priority and lead country
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