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

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

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-10.8Midpoint of forecast interval0.1Upper bound of forecast interval12.7
forecast_seriesusda_ers_ppi_forecast_series.csv202320232Lower bound of forecast interval-12.2Midpoint of forecast interval-3Upper bound of forecast interval7.6
forecast_seriesusda_ers_ppi_forecast_series.csv202320233Lower bound of forecast interval-12.9Midpoint of forecast interval-4.9Upper bound of forecast interval4
forecast_seriesusda_ers_ppi_forecast_series.csv202320234Lower bound of forecast interval-12.1Midpoint of forecast interval-5.5Upper bound of forecast interval2
forecast_seriesusda_ers_ppi_forecast_series.csv202320235Lower bound of forecast interval-10.6Midpoint of forecast interval-4.9Upper bound of forecast interval1.5
forecast_seriesusda_ers_ppi_forecast_series.csv202320236Lower bound of forecast interval-11.2Midpoint of forecast interval-6.7Upper bound of forecast interval-1.6
forecast_seriesusda_ers_ppi_forecast_series.csv202320237Lower bound of forecast interval-11Midpoint of forecast interval-7.5Upper bound of forecast interval-3.6
forecast_seriesusda_ers_ppi_forecast_series.csv202320238Lower bound of forecast interval-10.5Midpoint of forecast interval-7.9Upper bound of forecast interval-5
forecast_seriesusda_ers_ppi_forecast_series.csv202320239Lower bound of forecast interval-8.1Midpoint of forecast interval-6.1Upper bound of forecast interval-3.9
forecast_seriesusda_ers_ppi_forecast_series.csv2023202310Lower bound of forecast interval-7.5Midpoint of forecast interval-6.3Upper bound of forecast interval-4.9
forecast_seriesusda_ers_ppi_forecast_series.csv2023202311Lower bound of forecast interval-6.4Midpoint of forecast interval-5.7Upper bound of forecast interval-5
forecast_seriesusda_ers_ppi_forecast_series.csv2023202312Lower bound of forecast interval-6.3Midpoint of forecast interval-6Upper bound of forecast interval-5.8
forecast_seriesusda_ers_ppi_forecast_series.csv202320247Lower bound of forecast interval-19.1Midpoint of forecast interval-2.6Upper bound of forecast interval17.6
forecast_seriesusda_ers_ppi_forecast_series.csv202320248Lower bound of forecast interval-18.8Midpoint of forecast interval-3.4Upper bound of forecast interval14.8
forecast_seriesusda_ers_ppi_forecast_series.csv202320249Lower bound of forecast interval-14.2Midpoint of forecast interval1.2Upper bound of forecast interval19.7
forecast_seriesusda_ers_ppi_forecast_series.csv2023202410Lower bound of forecast interval-13.8Midpoint of forecast interval0.7Upper bound of forecast interval17.7
forecast_seriesusda_ers_ppi_forecast_series.csv2023202411Lower bound of forecast interval-10.1Midpoint of forecast interval3.7Upper bound of forecast interval19.8
forecast_seriesusda_ers_ppi_forecast_series.csv2023202412Lower bound of forecast interval-13.7Midpoint of forecast interval-1.7Upper bound of forecast interval12.2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320231Lower bound of prediction interval-10.4Mid point of prediction interval0.5Upper bound of prediction interval13.1
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320232Lower bound of prediction interval-12.6Mid point of prediction interval-3.3Upper bound of prediction interval7.3
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320233Lower bound of prediction interval-11.6Mid point of prediction interval-3.4Upper bound of prediction interval5.6
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320234Lower bound of prediction interval-12.5Mid point of prediction interval-5.9Upper bound of prediction interval1.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320235Lower bound of prediction interval-10.8Mid point of prediction interval-5.1Upper bound of prediction interval1.2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320236Lower bound of prediction interval-10.9Mid point of prediction interval-6.3Upper bound of prediction interval-1.3
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320237Lower bound of prediction interval-10.9Mid point of prediction interval-7.5Upper bound of prediction interval-3.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320238Lower bound of prediction interval-10.5Mid point of prediction interval-7.9Upper bound of prediction interval-5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320247Lower bound of prediction interval-16.2Mid point of prediction interval-2.3Upper bound of prediction interval14
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320248Lower bound of prediction interval-16.4Mid point of prediction interval-2.7Upper bound of prediction interval12.6

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