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

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

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-12.1Midpoint of forecast interval0.6Upper bound of forecast interval15.2
forecast_seriesusda_ers_ppi_forecast_series.csv202320232Lower bound of forecast interval-11.1Midpoint of forecast interval-0.3Upper bound of forecast interval12.3
forecast_seriesusda_ers_ppi_forecast_series.csv202320233Lower bound of forecast interval-9Midpoint of forecast interval0.4Upper bound of forecast interval11.4
forecast_seriesusda_ers_ppi_forecast_series.csv202320234Lower bound of forecast interval-12Midpoint of forecast interval-4.1Upper bound of forecast interval4.7
forecast_seriesusda_ers_ppi_forecast_series.csv202320235Lower bound of forecast interval-9.8Midpoint of forecast interval-3Upper bound of forecast interval4.9
forecast_seriesusda_ers_ppi_forecast_series.csv202320236Lower bound of forecast interval-7.8Midpoint of forecast interval-2.1Upper bound of forecast interval4.4
forecast_seriesusda_ers_ppi_forecast_series.csv202320237Lower bound of forecast interval-9.3Midpoint of forecast interval-4.8Upper bound of forecast interval0.2
forecast_seriesusda_ers_ppi_forecast_series.csv202320238Lower bound of forecast interval-8.3Midpoint of forecast interval-4.8Upper bound of forecast interval-1
forecast_seriesusda_ers_ppi_forecast_series.csv202320239Lower bound of forecast interval-8.3Midpoint of forecast interval-5.8Upper bound of forecast interval-3
forecast_seriesusda_ers_ppi_forecast_series.csv2023202310Lower bound of forecast interval-7.3Midpoint of forecast interval-5.6Upper bound of forecast interval-3.7
forecast_seriesusda_ers_ppi_forecast_series.csv2023202311Lower bound of forecast interval-6.8Midpoint of forecast interval-5.8Upper bound of forecast interval-4.7
forecast_seriesusda_ers_ppi_forecast_series.csv2023202312Lower bound of forecast interval-6.4Midpoint of forecast interval-5.9Upper bound of forecast interval-5.4
forecast_seriesusda_ers_ppi_forecast_series.csv202320247Lower bound of forecast interval-18.7Midpoint of forecast interval-0.4Upper bound of forecast interval22.2
forecast_seriesusda_ers_ppi_forecast_series.csv202320248Lower bound of forecast interval-18.6Midpoint of forecast interval-1.6Upper bound of forecast interval18.9
forecast_seriesusda_ers_ppi_forecast_series.csv202320249Lower bound of forecast interval-21.7Midpoint of forecast interval-6.2Upper bound of forecast interval13
forecast_seriesusda_ers_ppi_forecast_series.csv2023202410Lower bound of forecast interval-17.7Midpoint of forecast interval-2Upper bound of forecast interval16.1
forecast_seriesusda_ers_ppi_forecast_series.csv2023202411Lower bound of forecast interval-18.5Midpoint of forecast interval-4.4Upper bound of forecast interval12
forecast_seriesusda_ers_ppi_forecast_series.csv2023202412Lower bound of forecast interval-17.1Midpoint of forecast interval-4.1Upper bound of forecast interval10.6
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320231Lower bound of prediction interval-12.4Mid point of prediction interval0.2Upper bound of prediction interval14.6
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320232Lower bound of prediction interval-10.9Mid point of prediction interval-0.4Upper bound of prediction interval12
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320233Lower bound of prediction interval-9Mid point of prediction interval0.4Upper bound of prediction interval11.4
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320234Lower bound of prediction interval-11.8Mid point of prediction interval-3.9Upper bound of prediction interval4.9
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320235Lower bound of prediction interval-9.7Mid point of prediction interval-2.8Upper bound of prediction interval5.1
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320236Lower bound of prediction interval-7.8Mid point of prediction interval-2.1Upper bound of prediction interval4.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320237Lower bound of prediction interval-9.4Mid point of prediction interval-4.9Upper bound of prediction interval0.2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320238Lower bound of prediction interval-8.3Mid point of prediction interval-4.8Upper bound of prediction interval-1
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320247Lower bound of prediction interval-17.1Mid point of prediction interval-2.3Upper bound of prediction interval15.4
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320248Lower bound of prediction interval-16.6Mid point of prediction interval-2Upper bound of prediction interval15

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