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Producer Price Index (PPI) — issue year 2009: Wholesale fats and oils

Each row is one published forecast observation recorded in usda_ers_ppi_forecast_series.csv with issue year 2009 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.csv200920091Lower bound of forecast interval-31.4Midpoint of forecast interval-18.1Upper bound of forecast interval-1.5
forecast_seriesusda_ers_ppi_forecast_series.csv200920092Lower bound of forecast interval-34.2Midpoint of forecast interval-23.2Upper bound of forecast interval-9.5
forecast_seriesusda_ers_ppi_forecast_series.csv200920093Lower bound of forecast interval-34.4Midpoint of forecast interval-25Upper bound of forecast interval-13.8
forecast_seriesusda_ers_ppi_forecast_series.csv200920094Lower bound of forecast interval-32.3Midpoint of forecast interval-24.4Upper bound of forecast interval-14.7
forecast_seriesusda_ers_ppi_forecast_series.csv200920095Lower bound of forecast interval-30.3Midpoint of forecast interval-23.4Upper bound of forecast interval-15.4
forecast_seriesusda_ers_ppi_forecast_series.csv200920096Lower bound of forecast interval-26.3Midpoint of forecast interval-20.1Upper bound of forecast interval-13.1
forecast_seriesusda_ers_ppi_forecast_series.csv200920097Lower bound of forecast interval-26.8Midpoint of forecast interval-22.2Upper bound of forecast interval-17
forecast_seriesusda_ers_ppi_forecast_series.csv200920098Lower bound of forecast interval-26.7Midpoint of forecast interval-23.3Upper bound of forecast interval-19.6
forecast_seriesusda_ers_ppi_forecast_series.csv200920099Lower bound of forecast interval-25.7Midpoint of forecast interval-23.3Upper bound of forecast interval-20.7
forecast_seriesusda_ers_ppi_forecast_series.csv2009200910Lower bound of forecast interval-25Midpoint of forecast interval-23.5Upper bound of forecast interval-21.8
forecast_seriesusda_ers_ppi_forecast_series.csv2009200911Lower bound of forecast interval-24.8Midpoint of forecast interval-24Upper bound of forecast interval-23.1
forecast_seriesusda_ers_ppi_forecast_series.csv2009200912Lower bound of forecast interval-23.6Midpoint of forecast interval-23.3Upper bound of forecast interval-22.9
forecast_seriesusda_ers_ppi_forecast_series.csv200920107Lower bound of forecast interval-24.4Midpoint of forecast interval0.5Upper bound of forecast interval34.5
forecast_seriesusda_ers_ppi_forecast_series.csv200920108Lower bound of forecast interval-25.1Midpoint of forecast interval-1.1Upper bound of forecast interval30.9
forecast_seriesusda_ers_ppi_forecast_series.csv200920109Lower bound of forecast interval-24.3Midpoint of forecast interval-1.6Upper bound of forecast interval27.7
forecast_seriesusda_ers_ppi_forecast_series.csv2009201010Lower bound of forecast interval-26.4Midpoint of forecast interval-6.3Upper bound of forecast interval20
forecast_seriesusda_ers_ppi_forecast_series.csv2009201011Lower bound of forecast interval-24.8Midpoint of forecast interval-6.4Upper bound of forecast interval17.3
forecast_seriesusda_ers_ppi_forecast_series.csv2009201012Lower bound of forecast interval-16.2Midpoint of forecast interval1.8Upper bound of forecast interval24.6

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