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Producer Price Index (PPI) — issue year 2023: Wholesale beef

Each row is one published forecast observation recorded in usda_ers_ppi_forecast_series.csv with issue year 2023 for Wholesale beef.

seriesfileyear_of_forecastyear_being_forecastmonth_of_forecastlower_bound_labellower_boundmidpoint_labelmidpointupper_bound_labelupper_bound
forecast_seriesusda_ers_ppi_forecast_series.csv202320231Lower bound of forecast interval-19.1Midpoint of forecast interval-1.7Upper bound of forecast interval19.5
forecast_seriesusda_ers_ppi_forecast_series.csv202320232Lower bound of forecast interval-14.5Midpoint of forecast interval1.4Upper bound of forecast interval21.2
forecast_seriesusda_ers_ppi_forecast_series.csv202320233Lower bound of forecast interval-13.1Midpoint of forecast interval1.1Upper bound of forecast interval18.6
forecast_seriesusda_ers_ppi_forecast_series.csv202320234Lower bound of forecast interval-9.3Midpoint of forecast interval3.6Upper bound of forecast interval19.4
forecast_seriesusda_ers_ppi_forecast_series.csv202320235Lower bound of forecast interval-6.7Midpoint of forecast interval4.7Upper bound of forecast interval18.8
forecast_seriesusda_ers_ppi_forecast_series.csv202320236Lower bound of forecast interval-0.8Midpoint of forecast interval9.7Upper bound of forecast interval22.4
forecast_seriesusda_ers_ppi_forecast_series.csv202320237Lower bound of forecast interval3.7Midpoint of forecast interval13Upper bound of forecast interval24.3
forecast_seriesusda_ers_ppi_forecast_series.csv202320238Lower bound of forecast interval5.9Midpoint of forecast interval13.4Upper bound of forecast interval22.4
forecast_seriesusda_ers_ppi_forecast_series.csv202320239Lower bound of forecast interval6.9Midpoint of forecast interval12.8Upper bound of forecast interval19.8
forecast_seriesusda_ers_ppi_forecast_series.csv2023202310Lower bound of forecast interval8.6Midpoint of forecast interval12.8Upper bound of forecast interval17.8
forecast_seriesusda_ers_ppi_forecast_series.csv2023202311Lower bound of forecast interval10.3Midpoint of forecast interval13Upper bound of forecast interval16.2
forecast_seriesusda_ers_ppi_forecast_series.csv2023202312Lower bound of forecast interval12Midpoint of forecast interval13.4Upper bound of forecast interval15
forecast_seriesusda_ers_ppi_forecast_series.csv202320247Lower bound of forecast interval-21.7Midpoint of forecast interval2.4Upper bound of forecast interval32.8
forecast_seriesusda_ers_ppi_forecast_series.csv202320248Lower bound of forecast interval-24.6Midpoint of forecast interval-2.4Upper bound of forecast interval26.7
forecast_seriesusda_ers_ppi_forecast_series.csv202320249Lower bound of forecast interval-21.5Midpoint of forecast interval0.2Upper bound of forecast interval28.1
forecast_seriesusda_ers_ppi_forecast_series.csv2023202410Lower bound of forecast interval-19.6Midpoint of forecast interval1.6Upper bound of forecast interval29.1
forecast_seriesusda_ers_ppi_forecast_series.csv2023202411Lower bound of forecast interval-19Midpoint of forecast interval1Upper bound of forecast interval27.4
forecast_seriesusda_ers_ppi_forecast_series.csv2023202412Lower bound of forecast interval-16.9Midpoint of forecast interval2.4Upper bound of forecast interval27.1
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320231Lower bound of prediction interval-20.1Mid point of prediction interval-2.5Upper bound of prediction interval19.2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320232Lower bound of prediction interval-14.7Mid point of prediction interval1.6Upper bound of prediction interval22.2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320233Lower bound of prediction interval-13.1Mid point of prediction interval1Upper bound of prediction interval18.6
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320234Lower bound of prediction interval-9.3Mid point of prediction interval3.6Upper bound of prediction interval19.4
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320235Lower bound of prediction interval-6.7Mid point of prediction interval4.7Upper bound of prediction interval18.8
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320236Lower bound of prediction interval-3.5Mid point of prediction interval6.5Upper bound of prediction interval18.7
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320237Lower bound of prediction interval1Mid point of prediction interval9.9Upper bound of prediction interval20.7
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320238Lower bound of prediction interval5.9Mid point of prediction interval13.4Upper bound of prediction interval22.4
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320247Lower bound of prediction interval-19Mid point of prediction interval0.1Upper bound of prediction interval23.4
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320248Lower bound of prediction interval-19Mid point of prediction interval0Upper bound of prediction interval24

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