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

Each row is one published forecast observation recorded in usda_ers_ppi_forecast_series.csv with issue year 2021 for Farm-level soybeans.

seriesfileyear_of_forecastyear_being_forecastmonth_of_forecastlower_bound_labellower_boundmidpoint_labelmidpointupper_bound_labelupper_bound
forecast_seriesusda_ers_ppi_forecast_series.csv202120211Lower bound of forecast interval-6.3Midpoint of forecast interval26.5Upper bound of forecast interval72.8
forecast_seriesusda_ers_ppi_forecast_series.csv202120212Lower bound of forecast interval17.3Midpoint of forecast interval58.4Upper bound of forecast interval122.7
forecast_seriesusda_ers_ppi_forecast_series.csv202120213Lower bound of forecast interval19.6Midpoint of forecast interval54.8Upper bound of forecast interval108.5
forecast_seriesusda_ers_ppi_forecast_series.csv202120214Lower bound of forecast interval23.8Midpoint of forecast interval53.4Upper bound of forecast interval97.1
forecast_seriesusda_ers_ppi_forecast_series.csv202120215Lower bound of forecast interval26Midpoint of forecast interval50.5Upper bound of forecast interval85.6
forecast_seriesusda_ers_ppi_forecast_series.csv202120216Lower bound of forecast interval47.3Midpoint of forecast interval69.7Upper bound of forecast interval99.8
forecast_seriesusda_ers_ppi_forecast_series.csv202120217Lower bound of forecast interval41.7Midpoint of forecast interval59.4Upper bound of forecast interval82.4
forecast_seriesusda_ers_ppi_forecast_series.csv202120218Lower bound of forecast interval43Midpoint of forecast interval55.5Upper bound of forecast interval71.2
forecast_seriesusda_ers_ppi_forecast_series.csv202120219Lower bound of forecast interval43.9Midpoint of forecast interval53Upper bound of forecast interval64.3
forecast_seriesusda_ers_ppi_forecast_series.csv2021202110Lower bound of forecast interval42.7Midpoint of forecast interval48.6Upper bound of forecast interval55.7
forecast_seriesusda_ers_ppi_forecast_series.csv2021202111Lower bound of forecast interval43.2Midpoint of forecast interval46.2Upper bound of forecast interval49.8
forecast_seriesusda_ers_ppi_forecast_series.csv2021202112Lower bound of forecast interval45.1Midpoint of forecast interval46.6Upper bound of forecast interval48.1
forecast_seriesusda_ers_ppi_forecast_series.csv202120227Lower bound of forecast interval-48.3Midpoint of forecast interval-11.8Upper bound of forecast interval55.1
forecast_seriesusda_ers_ppi_forecast_series.csv202120228Lower bound of forecast interval-34Midpoint of forecast interval3.5Upper bound of forecast interval62.3
forecast_seriesusda_ers_ppi_forecast_series.csv202120229Lower bound of forecast interval-35Midpoint of forecast interval-1.5Upper bound of forecast interval50.7
forecast_seriesusda_ers_ppi_forecast_series.csv2021202210Lower bound of forecast interval-43.4Midpoint of forecast interval-10.8Upper bound of forecast interval44.9
forecast_seriesusda_ers_ppi_forecast_series.csv2021202211Lower bound of forecast interval-45.1Midpoint of forecast interval-16.7Upper bound of forecast interval29.3
forecast_seriesusda_ers_ppi_forecast_series.csv2021202212Lower bound of forecast interval-41.7Midpoint of forecast interval-13.9Upper bound of forecast interval27.7
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120211Lower bound of forecast range0not availablenot availableUpper bound of forecast range3
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120212Lower bound of forecast range28.5not availablenot availableUpper bound of forecast range31.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120213Lower bound of forecast range28.5not availablenot availableUpper bound of forecast range31.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120214Lower bound of forecast range28.5not availablenot availableUpper bound of forecast range31.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120215Lower bound of forecast range48.5not availablenot availableUpper bound of forecast range51.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120216Lower bound of forecast range58not availablenot availableUpper bound of forecast range61
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120217Lower bound of forecast range58not availablenot availableUpper bound of forecast range61
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120218Lower bound of forecast range58not availablenot availableUpper bound of forecast range61
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120219Lower bound of forecast range53not availablenot availableUpper bound of forecast range56
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2021202110Lower bound of forecast range51not availablenot availableUpper bound of forecast range54
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2021202111Lower bound of forecast range48not availablenot availableUpper bound of forecast range51
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2021202112Lower bound of forecast range47not availablenot availableUpper bound of forecast range50
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120227Lower bound of forecast range-1.5not availablenot availableUpper bound of forecast range1.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120228Lower bound of forecast range-1.5not availablenot availableUpper bound of forecast range1.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120229Lower bound of forecast range-1.5not availablenot availableUpper bound of forecast range1.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2021202210Lower bound of forecast range-1.5not availablenot availableUpper bound of forecast range1.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2021202211Lower bound of forecast range-1.5not availablenot availableUpper bound of forecast range1.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2021202212Lower bound of forecast range-1.5not availablenot availableUpper bound of forecast range1.5

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