MALAWI TRADE INTELLIGENCE
FAOSTAT 1986 – 2024 KNIME · k-Means · Linear Regression

Export Trade Analysis
Malawi & All Trading Partners

38-year longitudinal study · Concentration · Clustering · Growth · Volatility · Forecast

Source: fao.org/faostat · Trade Matrix · USD (1000s)
Top Commodity
67.4%
Unmanufactured Tobacco
Top Partner
23.7%
Belgium export share
Dataset Span
38 yrs
1986 – 2024
Peak Export Value
$875M
Tobacco exports, 2010
2029 Forecast
~$690M
Linear regression projection
Top 10 Export Commodities
Share of total export value · All years
Concentration
Tobacco monoculture: Unmanufactured tobacco at 67.4% represents extreme commodity concentration — nearly 7× the share of the second product (tea leaves at 9.8%).
Top 10 Trading Partners
Share of total export value · All years
Concentration
Belgium dominance: At 23.7%, Belgium alone accounts for nearly one quarter of all export value — more than the next two partners (South Africa + USA) combined.
Year-Over-Year Export Growth (%)
Total export value growth rate · 1987–2024 · Computed via lag-column method
Growth Dynamics
1997–1998 anomaly (~12,500% spike): Reflects a data continuity event in FAOSTAT combined with Malawi's post-democratization trade expansion. Post-2000, growth stabilizes in low single digits — consistent with a mature export market.
Tobacco Export Forecast — Next 5 Years
Linear regression model · Historical + projected values through 2029
Prediction
— Historical (1986–2024) -- Forecast (2025–2029)
Recovery trajectory: After a sharp post-2010 decline from $875M to ~$400M, export values have recovered to ~$670M by 2024. The model projects continued growth toward ~$690M by 2029.
Rolling Volatility — Belgium
3-year rolling std. deviation · Export USD
Risk
Year Export ($M) Std. Dev. Volatility
Declining risk: Volatility fell from a peak of $71.3M (2009) to just $7.7M by 2023 — signaling a maturing, more predictable trade relationship.