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Producer Price Index (PPI) — issue year 2019: Wholesale fats and oils

Each row is one published forecast observation recorded in usda_ers_ppi_forecast_series.csv with issue year 2019 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.csv201920191Lower bound of forecast interval-14.3Midpoint of forecast interval1.8Upper bound of forecast interval21.7
forecast_seriesusda_ers_ppi_forecast_series.csv201920192Lower bound of forecast interval-14.8Midpoint of forecast interval-1.8Upper bound of forecast interval14.3
forecast_seriesusda_ers_ppi_forecast_series.csv201920193Lower bound of forecast interval-15.9Midpoint of forecast interval-5.2Upper bound of forecast interval7.3
forecast_seriesusda_ers_ppi_forecast_series.csv201920194Lower bound of forecast interval-12.5Midpoint of forecast interval-3.5Upper bound of forecast interval7.3
forecast_seriesusda_ers_ppi_forecast_series.csv201920195Lower bound of forecast interval-11.6Midpoint of forecast interval-4.2Upper bound of forecast interval4.3
forecast_seriesusda_ers_ppi_forecast_series.csv201920196Lower bound of forecast interval-10.6Midpoint of forecast interval-4.8Upper bound of forecast interval1.9
forecast_seriesusda_ers_ppi_forecast_series.csv201920197Lower bound of forecast interval-9.3Midpoint of forecast interval-4.8Upper bound of forecast interval0.2
forecast_seriesusda_ers_ppi_forecast_series.csv201920198Lower bound of forecast interval-6.9Midpoint of forecast interval-3.6Upper bound of forecast interval0
forecast_seriesusda_ers_ppi_forecast_series.csv201920199Lower bound of forecast interval-6.6Midpoint of forecast interval-4.3Upper bound of forecast interval-1.9
forecast_seriesusda_ers_ppi_forecast_series.csv2019201910Lower bound of forecast interval-5.7Midpoint of forecast interval-4.3Upper bound of forecast interval-2.8
forecast_seriesusda_ers_ppi_forecast_series.csv2019201911Lower bound of forecast interval-5.2Midpoint of forecast interval-4.5Upper bound of forecast interval-3.7
forecast_seriesusda_ers_ppi_forecast_series.csv2019201912Lower bound of forecast interval-4.6Midpoint of forecast interval-4.3Upper bound of forecast interval-4
forecast_seriesusda_ers_ppi_forecast_series.csv201920207Lower bound of forecast interval-26.9Midpoint of forecast interval-1.5Upper bound of forecast interval33.3
forecast_seriesusda_ers_ppi_forecast_series.csv201920208Lower bound of forecast interval-23.7Midpoint of forecast interval1Upper bound of forecast interval34.7
forecast_seriesusda_ers_ppi_forecast_series.csv201920209Lower bound of forecast interval-24Midpoint of forecast interval-1.3Upper bound of forecast interval28.7
forecast_seriesusda_ers_ppi_forecast_series.csv2019202010Lower bound of forecast interval-25.4Midpoint of forecast interval-5.3Upper bound of forecast interval21.1
forecast_seriesusda_ers_ppi_forecast_series.csv2019202011Lower bound of forecast interval-22.2Midpoint of forecast interval-3.8Upper bound of forecast interval19.6
forecast_seriesusda_ers_ppi_forecast_series.csv2019202012Lower bound of forecast interval-17.6Midpoint of forecast interval-1Upper bound of forecast interval20.2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201920191Lower bound of forecast range-3not availablenot availableUpper bound of forecast range-2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201920192Lower bound of forecast range-3not availablenot availableUpper bound of forecast range-2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201920193Lower bound of forecast range-5.5not availablenot availableUpper bound of forecast range-4.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201920194Lower bound of forecast range-4.5not availablenot availableUpper bound of forecast range-3.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201920195Lower bound of forecast range-4.5not availablenot availableUpper bound of forecast range-3.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201920196Lower bound of forecast range-4.5not availablenot availableUpper bound of forecast range-3.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201920197Lower bound of forecast range-4.5not availablenot availableUpper bound of forecast range-3.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201920198Lower bound of forecast range-4.5not availablenot availableUpper bound of forecast range-3.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201920199Lower bound of forecast range-4.5not availablenot availableUpper bound of forecast range-3.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2019201910Lower bound of forecast range-4.5not availablenot availableUpper bound of forecast range-3.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2019201911Lower bound of forecast range-5.5not availablenot availableUpper bound of forecast range-2.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2019201912Lower bound of forecast range-5.5not availablenot availableUpper bound of forecast range-2.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201920207Lower bound of forecast range-4.5not availablenot availableUpper bound of forecast range-3.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201920208Lower bound of forecast range-0.5not availablenot availableUpper bound of forecast range0.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201920209Lower bound of forecast range-0.5not availablenot availableUpper bound of forecast range0.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2019202010Lower bound of forecast range-0.5not availablenot availableUpper bound of forecast range0.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2019202011Lower bound of forecast range-1.5not availablenot availableUpper bound of forecast range1.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2019202012Lower bound of forecast range-1.5not availablenot availableUpper bound of forecast range1.5

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