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Producer Price Index (PPI) — issue year 2016: Wholesale fats and oils

Each row is one published forecast observation recorded in usda_ers_ppi_forecast_series.csv with issue year 2016 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.csv201620161Lower bound of forecast interval-17.8Midpoint of forecast interval-1.7Upper bound of forecast interval18.3
forecast_seriesusda_ers_ppi_forecast_series.csv201620162Lower bound of forecast interval-18Midpoint of forecast interval-4.8Upper bound of forecast interval11.8
forecast_seriesusda_ers_ppi_forecast_series.csv201620163Lower bound of forecast interval-13.4Midpoint of forecast interval-1.4Upper bound of forecast interval12.7
forecast_seriesusda_ers_ppi_forecast_series.csv201620164Lower bound of forecast interval-12.9Midpoint of forecast interval-3.1Upper bound of forecast interval8.8
forecast_seriesusda_ers_ppi_forecast_series.csv201620165Lower bound of forecast interval-9.8Midpoint of forecast interval-1.4Upper bound of forecast interval8.5
forecast_seriesusda_ers_ppi_forecast_series.csv201620166Lower bound of forecast interval-8.3Midpoint of forecast interval-1.5Upper bound of forecast interval6.4
forecast_seriesusda_ers_ppi_forecast_series.csv201620167Lower bound of forecast interval-5.2Midpoint of forecast interval0.3Upper bound of forecast interval6.4
forecast_seriesusda_ers_ppi_forecast_series.csv201620168Lower bound of forecast interval-5Midpoint of forecast interval-1Upper bound of forecast interval3.3
forecast_seriesusda_ers_ppi_forecast_series.csv201620169Lower bound of forecast interval-4Midpoint of forecast interval-1.3Upper bound of forecast interval1.7
forecast_seriesusda_ers_ppi_forecast_series.csv2016201610Lower bound of forecast interval-2.6Midpoint of forecast interval-0.9Upper bound of forecast interval1
forecast_seriesusda_ers_ppi_forecast_series.csv2016201611Lower bound of forecast interval-1.7Midpoint of forecast interval-0.8Upper bound of forecast interval0.2
forecast_seriesusda_ers_ppi_forecast_series.csv2016201612Lower bound of forecast interval-1.2Midpoint of forecast interval-0.9Upper bound of forecast interval-0.5
forecast_seriesusda_ers_ppi_forecast_series.csv201620177Lower bound of forecast interval-23.1Midpoint of forecast interval3Upper bound of forecast interval38.5
forecast_seriesusda_ers_ppi_forecast_series.csv201620178Lower bound of forecast interval-23.1Midpoint of forecast interval1.3Upper bound of forecast interval34.7
forecast_seriesusda_ers_ppi_forecast_series.csv201620179Lower bound of forecast interval-22.7Midpoint of forecast interval0.5Upper bound of forecast interval30.7
forecast_seriesusda_ers_ppi_forecast_series.csv2016201710Lower bound of forecast interval-23.6Midpoint of forecast interval-2.7Upper bound of forecast interval24.6
forecast_seriesusda_ers_ppi_forecast_series.csv2016201711Lower bound of forecast interval-18.8Midpoint of forecast interval0.9Upper bound of forecast interval26
forecast_seriesusda_ers_ppi_forecast_series.csv2016201712Lower bound of forecast interval-16.5Midpoint of forecast interval0.9Upper bound of forecast interval22.9
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620161Lower bound of forecast range1not availablenot availableUpper bound of forecast range2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620162Lower bound of forecast range1not availablenot availableUpper bound of forecast range2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620163Lower bound of forecast range1not availablenot availableUpper bound of forecast range2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620164Lower bound of forecast range1not availablenot availableUpper bound of forecast range2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620165Lower bound of forecast range1not availablenot availableUpper bound of forecast range2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620166Lower bound of forecast range1not availablenot availableUpper bound of forecast range2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620167Lower bound of forecast range1not availablenot availableUpper bound of forecast range2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620168Lower bound of forecast range1not availablenot availableUpper bound of forecast range2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620169Lower bound of forecast range1not availablenot availableUpper bound of forecast range2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2016201610Lower bound of forecast range-0.5not availablenot availableUpper bound of forecast range0.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2016201611Lower bound of forecast range-1not availablenot availableUpper bound of forecast range0
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2016201612Lower bound of forecast range-1not availablenot availableUpper bound of forecast range0
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620177Lower bound of forecast range1.5not availablenot availableUpper bound of forecast range2.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620178Lower bound of forecast range1.5not availablenot availableUpper bound of forecast range2.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620179Lower bound of forecast range1.5not availablenot availableUpper bound of forecast range2.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2016201710Lower bound of forecast range1.5not availablenot availableUpper bound of forecast range2.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2016201711Lower bound of forecast range0not availablenot availableUpper bound of forecast range1
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2016201712Lower bound of forecast range0not availablenot availableUpper bound of forecast range1

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