Deal MarinaUSDA ERS food price data

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Producer Price Index (PPI) — issue year 2021: Farm-level cattle

Each row is one forecast edition recorded in usda_ers_ppi_forecast_series.csv with issue year 2021 for Farm-level cattle.

seriesfileyear_of_forecastyear_being_forecastpublished_monthsinterval_monthother_published_monthslower_boundmidpointupper_boundcomplete_interval_published
forecast_seriesusda_ers_ppi_forecast_series.csv20212021[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]1[2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]-17.9-2.815.4yes
forecast_seriesusda_ers_ppi_forecast_series.csv20212022[7, 8, 9, 10, 11, 12]7[8, 9, 10, 11, 12]-21.22.433yes
previously_published_estimatesusda_ers_ppi_previous_estimates.csv20212021[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]1[2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]2.5not available5.5no
previously_published_estimatesusda_ers_ppi_previous_estimates.csv20212022[7, 8, 9, 10, 11, 12]7[8, 9, 10, 11, 12]2not available5no

Source: U.S. Department of Agriculture, Economic Research Service, Food Price Outlook, file usda_ers_ppi_forecast_series.csv. Fetched 2026-10-31.