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All World Known Flows

Monthly wheat export flows combining USDA FGIS (USA, by region & class), Global Trade Tracker (all other reporters), and Russian destination CSVs. Destinations normalized via src/clean_country_name.py. USA origins use the FGIS region (e.g. usa_hrw_s_plains). USA is the only origin with a wheat class breakdown.

Data: gold/all_world_wheat_known_flows.parquet, gold/wheat_origin_competition_by_importer_region.parquet, gold/wheat_origin_share_range_by_importer_region.parquet, gold/wheat_origin_share_beta_p75_by_importer_region.parquet, gold/wheat_regional_min_share_by_importer_region.parquet

Total wheat exports by crop year, by country (ex intra-EU, 2014+)

USA regional origins (usa_hrw_s_plains, usa_srw_east, …) are rolled up into a single usa. Chart is a fixed view and does not respond to the filters below.

Seasonal Accumulated World Wheat Imports (2015+)

Cumulative imports by marketing year (Jul–Jun). Each line represents one crop year. Data through the last known month from the reference file.

Origin Competition by Importer Region

Average monthly market share (%) by exporter into a selected importer region over the last 5 crop years. Shows which origins compete for the same buyer in which months.

Min–P90 Share Range by Origin

For each origin × month, shows the minimum and 90th-percentile share (%) of the destination's total imports observed across crop years in the last 7 complete crop years.

Estimated Regional Min Share

Estimated minimum share (%) of each regional origin in the destination's imports. Multi-region origins (USA wheat classes) = class quarterly min × regional avg % of class. Single-region origins = raw quarterly min. Values are quarterly expanded to monthly.

Beta-Fitted P75 Share Cap by Origin

75th percentile from a Beta distribution fit on a 3-month rolling window (target month ± 1 month) over the last 7 complete crop years. Each month uses 21 pooled observations (7 years × 3 months) for a more robust estimate than single-month empirical percentiles. Values represent origin cap (%) and do not sum to 100 across origins.

Usage: P75 is used in shipment cadence predictions. The export matrix uses the P90 sibling table as its share ceiling instead.

Destination Breakdown by Exporter Region

Average monthly share (%) of a selected exporter's total volume going to each destination over the last 5 crop years. Shows where an origin sends its supplies in each month.

Min–P90 Destination Share Range

For each destination × month, shows the minimum and 90th-percentile share (%) of the exporter's total volume observed across crop years in the last 7 complete crop years.

Beta-Fitted P75 Destination Share Cap

75th percentile from a Beta distribution fit on a 3-month rolling window over 7 crop years. Values represent the share cap (%) of this exporter's volume going to each destination.

Usage: P75 is used in shipment cadence predictions. The export matrix uses the P90 sibling table as its share ceiling instead.

Data Explorer

Monthly corn export flows combining USDA FGIS (USA, by region & class) and Global Trade Tracker (all other reporters). Destinations normalized via src/clean_country_name.py. USA origins use the FGIS region (e.g. usa_corn_river). USA is the only origin with a corn class breakdown (yellow/white/mixed).

Data: gold/all_world_corn_known_flows.parquet, gold/corn_origin_competition_by_importer_region.parquet, gold/corn_origin_share_range_by_importer_region.parquet, gold/corn_origin_share_beta_p75_by_importer_region.parquet, gold/corn_regional_min_share_by_importer_region.parquet

Total corn exports by crop year, by country (ex intra-EU, 2014+)

USA regional origins (usa_corn_river, usa_corn_gulf, …) are rolled up into a single usa. Chart is a fixed view and does not respond to the filters below.

Seasonal Accumulated World Corn Imports (2015+)

Cumulative imports by marketing year (Sep–Aug). Each line represents one crop year. Data through the last known month from the reference file.

Origin Competition by Importer Region

Average monthly market share (%) by exporter into a selected importer region over the last 5 crop years. Shows which origins compete for the same buyer in which months.

Min–P90 Share Range by Origin

For each origin × month, shows the minimum and 90th-percentile share (%) of the destination's total imports observed across crop years in the last 7 complete crop years.

Estimated Regional Min Share

Estimated minimum share (%) of each regional origin in the destination's imports. Multi-region origins (USA corn, Brazil corn) = class quarterly min × regional avg % of class. Single-region origins = raw quarterly min. Values are quarterly expanded to monthly.

Beta-Fitted P75 Share Cap by Origin

75th percentile from a Beta distribution fit on a 3-month rolling window (target month ± 1 month) over the last 7 complete crop years. Each month uses 21 pooled observations (7 years × 3 months) for a more robust estimate than single-month empirical percentiles. Values represent origin cap (%) and do not sum to 100 across origins.

Usage: P75 is used in shipment cadence predictions. The export matrix uses the P90 sibling table as its share ceiling instead.

Destination Breakdown by Exporter Region

Average monthly share (%) of a selected exporter's total volume going to each destination over the last 5 crop years. Shows where an origin sends its supplies in each month.

Min–P90 Destination Share Range

For each destination × month, shows the minimum and 90th-percentile share (%) of the exporter's total volume observed across crop years in the last 7 complete crop years.

Beta-Fitted P75 Destination Share Cap

75th percentile from a Beta distribution fit on a 3-month rolling window over 7 crop years. Values represent the share cap (%) of this exporter's volume going to each destination.

Usage: P75 is used in shipment cadence predictions. The export matrix uses the P90 sibling table as its share ceiling instead.

Data Explorer
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