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Producer Price Index (PPI) — issue year 2021: Wholesale beef

Each row is one published forecast observation recorded in usda_ers_ppi_forecast_series.csv with issue year 2021 for Wholesale beef.

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-19.7Midpoint of forecast interval-5.5Upper bound of forecast interval11.4
forecast_seriesusda_ers_ppi_forecast_series.csv202120212Lower bound of forecast interval-20.2Midpoint of forecast interval-7.7Upper bound of forecast interval7.3
forecast_seriesusda_ers_ppi_forecast_series.csv202120213Lower bound of forecast interval-14.2Midpoint of forecast interval-2.5Upper bound of forecast interval11.4
forecast_seriesusda_ers_ppi_forecast_series.csv202120214Lower bound of forecast interval-11.3Midpoint of forecast interval-0.8Upper bound of forecast interval11.5
forecast_seriesusda_ers_ppi_forecast_series.csv202120215Lower bound of forecast interval-3.8Midpoint of forecast interval6.4Upper bound of forecast interval18.7
forecast_seriesusda_ers_ppi_forecast_series.csv202120216Lower bound of forecast interval6.2Midpoint of forecast interval16.8Upper bound of forecast interval29.6
forecast_seriesusda_ers_ppi_forecast_series.csv202120217Lower bound of forecast interval17Midpoint of forecast interval32.6Upper bound of forecast interval53.4
forecast_seriesusda_ers_ppi_forecast_series.csv202120218Lower bound of forecast interval14.4Midpoint of forecast interval22.4Upper bound of forecast interval31.9
forecast_seriesusda_ers_ppi_forecast_series.csv202120219Lower bound of forecast interval20Midpoint of forecast interval27Upper bound of forecast interval35.2
forecast_seriesusda_ers_ppi_forecast_series.csv2021202110Lower bound of forecast interval24.3Midpoint of forecast interval29.6Upper bound of forecast interval35.8
forecast_seriesusda_ers_ppi_forecast_series.csv2021202111Lower bound of forecast interval23.5Midpoint of forecast interval26.7Upper bound of forecast interval30.5
forecast_seriesusda_ers_ppi_forecast_series.csv2021202112Lower bound of forecast interval25.2Midpoint of forecast interval26.8Upper bound of forecast interval28.7
forecast_seriesusda_ers_ppi_forecast_series.csv202120227Lower bound of forecast interval-29.4Midpoint of forecast interval14.4Upper bound of forecast interval86.2
forecast_seriesusda_ers_ppi_forecast_series.csv202120228Lower bound of forecast interval-23.4Midpoint of forecast interval1Upper bound of forecast interval33.6
forecast_seriesusda_ers_ppi_forecast_series.csv202120229Lower bound of forecast interval-17.7Midpoint of forecast interval8.3Upper bound of forecast interval42.5
forecast_seriesusda_ers_ppi_forecast_series.csv2021202210Lower bound of forecast interval-13.7Midpoint of forecast interval12.4Upper bound of forecast interval47.4
forecast_seriesusda_ers_ppi_forecast_series.csv2021202211Lower bound of forecast interval-15.7Midpoint of forecast interval6.8Upper bound of forecast interval37.5
forecast_seriesusda_ers_ppi_forecast_series.csv2021202212Lower bound of forecast interval-13.7Midpoint of forecast interval8Upper bound of forecast interval36
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120211Lower bound of forecast range-7.5not availablenot availableUpper bound of forecast range-4.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120212Lower bound of forecast range-7.5not availablenot availableUpper bound of forecast range-4.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120213Lower bound of forecast range-6.5not availablenot availableUpper bound of forecast range-3.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120214Lower bound of forecast range-4.5not availablenot availableUpper bound of forecast range-1.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120215Lower bound of forecast range1.5not availablenot availableUpper bound of forecast range4.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120216Lower bound of forecast range10not availablenot availableUpper bound of forecast range13
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120217Lower bound of forecast range13not availablenot availableUpper bound of forecast range16
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120218Lower bound of forecast range14not availablenot availableUpper bound of forecast range17
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120219Lower bound of forecast range17not availablenot availableUpper bound of forecast range20
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2021202110Lower bound of forecast range21not availablenot availableUpper bound of forecast range24
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2021202111Lower bound of forecast range23not availablenot availableUpper bound of forecast range26
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2021202112Lower bound of forecast range23not availablenot availableUpper bound of forecast range26
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120227Lower bound of forecast range-1not availablenot availableUpper bound of forecast range2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120228Lower bound of forecast range-1not availablenot availableUpper bound of forecast range2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202120229Lower bound of forecast range-1not availablenot availableUpper bound of forecast range2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2021202210Lower bound of forecast range-1not availablenot availableUpper bound of forecast range2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2021202211Lower bound of forecast range-1not availablenot availableUpper bound of forecast range2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2021202212Lower bound of forecast range-1not availablenot availableUpper bound of forecast range2

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