Markets & Trade
Price levels and volatility, trade flows and balances, market access and infrastructure, and the coordination failures that distort them.
Quick Summary
6 countries · 2023–2026- 01Nigeria leads on import volume at 2.2M Tonnes, about 3056× Kenya. Ghana is moving fastest at +5.3% between 2024 and 2026.
- 02Bangladesh leads on public expenditure in sector at 2.27K USD Millions, about 47.2× Colombia. Bangladesh is moving fastest at +3853% between 2024 and 2025.
- 03Ghana leads on export volume at 700K Metric Tons, just ahead of Zambia.
- 04Colombia leads on agricultural export value at 486.2 US$, about 3.33× Zambia.
- 05Colombia leads on apple - food price metrics at 0.02 Unitless, about 22.3× Kenya.
- 06Colombia leads on apple - price volatility index at 0.35 Unitless, about 7.79× Kenya.
Headline analytics
Avg. Food Price Metric
index
Avg. Price Volatility Index
index
Avg. Agricultural Export Value
value, mixed
Corn Production
Metric Tonnes
Corn Yield
MT/ha
Mobile Connection Penetration
%
Statistical analysis
Momentum, Import Volume
Percent change 2023–2026
Indicator correlation matrix
Pearson r across selected countries
Leader vs laggard gap
Latest reported values per indicator
Comparative profiles
Composite profile (normalised 0–100)
Import Volume · Public Expend… · Export Volume · Agricultural … · Apple - Food … · Apple - Price…
Import Volume vs Public Expenditur…
Bubble size = third indicator
Export Volume vs Agricultural Expo…
Correlation across countries
Benchmarking & stability
Peer benchmark
standard deviations from the group average
Indicator stability
year-to-year variation, % of mean
Converging or diverging
change in country spread, 2023–2026
Evidence depth behind these charts
how many countries and years report each indicator
Annualised growth, Import Volume
compound annual rate, 2023–2026
Indicator deep dive
Import Volume
Trade Flow Metrics · Tonnes
Public Expenditure in Sector
Public Expenditure · USD Millions
Apple - Food Price Metrics
Price Level Metrics · Unitless
Apple - Price Volatility Index
Price Volatility Metrics · Unitless
Banana - Agricultural Export Value
Trade Flow Metrics · US$
Banana - Food Price Metrics
Price Level Metrics · Unitless
Banana - Price Volatility Index
Price Volatility Metrics · Unitless
Barley - Food Price Metrics
Price Level Metrics · Unitless
Barley - Price Volatility Index
Price Volatility Metrics · Unitless
Beans - Food Price Metrics
Price Level Metrics · Unitless
Beans - Price Volatility Index
Price Volatility Metrics · Unitless
Cabbage - Food Price Metrics
Price Level Metrics · Unitless
Cabbage - Price Volatility Index
Price Volatility Metrics · Unitless
Carrot - Food Price Metrics
Price Level Metrics · Unitless
Carrot - Price Volatility Index
Price Volatility Metrics · Unitless
Cassava - Food Price Metrics
Price Level Metrics · Unitless
Cassava - Price Volatility Index
Price Volatility Metrics · Unitless
Cauliflower and Broccoli - Food Price Metrics
Price Level Metrics · Unitless
Cauliflower and Broccoli - Price Volatility I…
Price Volatility Metrics · Unitless
Chickpea - Food Price Metrics
Price Level Metrics · Unitless
Chickpea - Price Volatility Index
Price Volatility Metrics · Unitless
Coconut - Food Price Metrics
Price Level Metrics · Unitless
Coconut - Price Volatility Index
Price Volatility Metrics · Unitless
Cowpea - Food Price Metrics
Price Level Metrics · Unitless