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Producer Price Index (PPI) — issue year 2023: Wholesale fats and oils

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

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-23.6Midpoint of forecast interval-8.7Upper bound of forecast interval10.4
forecast_seriesusda_ers_ppi_forecast_series.csv202320232Lower bound of forecast interval-17.9Midpoint of forecast interval-5.1Upper bound of forecast interval10.8
forecast_seriesusda_ers_ppi_forecast_series.csv202320233Lower bound of forecast interval-21.7Midpoint of forecast interval-13.4Upper bound of forecast interval-3.8
forecast_seriesusda_ers_ppi_forecast_series.csv202320234Lower bound of forecast interval-23.4Midpoint of forecast interval-16.7Upper bound of forecast interval-8.8
forecast_seriesusda_ers_ppi_forecast_series.csv202320235Lower bound of forecast interval-24.9Midpoint of forecast interval-19.5Upper bound of forecast interval-13.5
forecast_seriesusda_ers_ppi_forecast_series.csv202320236Lower bound of forecast interval-24Midpoint of forecast interval-19.8Upper bound of forecast interval-15
forecast_seriesusda_ers_ppi_forecast_series.csv202320237Lower bound of forecast interval-25.6Midpoint of forecast interval-22.6Upper bound of forecast interval-19.3
forecast_seriesusda_ers_ppi_forecast_series.csv202320238Lower bound of forecast interval-21.7Midpoint of forecast interval-19.3Upper bound of forecast interval-16.8
forecast_seriesusda_ers_ppi_forecast_series.csv202320239Lower bound of forecast interval-17.1Midpoint of forecast interval-15.2Upper bound of forecast interval-13
forecast_seriesusda_ers_ppi_forecast_series.csv2023202310Lower bound of forecast interval-17.2Midpoint of forecast interval-16Upper bound of forecast interval-14.7
forecast_seriesusda_ers_ppi_forecast_series.csv2023202311Lower bound of forecast interval-17.1Midpoint of forecast interval-16.5Upper bound of forecast interval-15.8
forecast_seriesusda_ers_ppi_forecast_series.csv2023202312Lower bound of forecast interval-16.2Midpoint of forecast interval-15.9Upper bound of forecast interval-15.6
forecast_seriesusda_ers_ppi_forecast_series.csv202320247Lower bound of forecast interval-37.6Midpoint of forecast interval-16.7Upper bound of forecast interval12
forecast_seriesusda_ers_ppi_forecast_series.csv202320248Lower bound of forecast interval-28.9Midpoint of forecast interval-8Upper bound of forecast interval19.7
forecast_seriesusda_ers_ppi_forecast_series.csv202320249Lower bound of forecast interval-18.1Midpoint of forecast interval4.4Upper bound of forecast interval33.1
forecast_seriesusda_ers_ppi_forecast_series.csv2023202410Lower bound of forecast interval-22Midpoint of forecast interval-3Upper bound of forecast interval21.3
forecast_seriesusda_ers_ppi_forecast_series.csv2023202411Lower bound of forecast interval-20.2Midpoint of forecast interval-3.2Upper bound of forecast interval17.9
forecast_seriesusda_ers_ppi_forecast_series.csv2023202412Lower bound of forecast interval-16.7Midpoint of forecast interval-1.6Upper bound of forecast interval17.2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320231Lower bound of prediction interval-23.8Mid point of prediction interval-9.2Upper bound of prediction interval10.2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320232Lower bound of prediction interval-18.3Mid point of prediction interval-5.5Upper bound of prediction interval11
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320233Lower bound of prediction interval-21.7Mid point of prediction interval-13.3Upper bound of prediction interval-3.8
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320234Lower bound of prediction interval-23.1Mid point of prediction interval-16.4Upper bound of prediction interval-8.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320235Lower bound of prediction interval-25Mid point of prediction interval-19.6Upper bound of prediction interval-13.6
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320236Lower bound of prediction interval-24.1Mid point of prediction interval-19.9Upper bound of prediction interval-15.1
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320237Lower bound of prediction interval-25.6Mid point of prediction interval-22.6Upper bound of prediction interval-19.2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320238Lower bound of prediction interval-21.7Mid point of prediction interval-19.3Upper bound of prediction interval-16.8
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320247Lower bound of prediction interval-36.3Mid point of prediction interval-18.4Upper bound of prediction interval5.3
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320248Lower bound of prediction interval-27Mid point of prediction interval-8.7Upper bound of prediction interval15.1

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