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Producer Price Index (PPI) — issue year 2016: Wholesale beef

Each row is one published forecast observation recorded in usda_ers_ppi_forecast_series.csv with issue year 2016 for Wholesale beef.

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-28.4Midpoint of forecast interval-16.5Upper bound of forecast interval-2.5
forecast_seriesusda_ers_ppi_forecast_series.csv201620162Lower bound of forecast interval-24.5Midpoint of forecast interval-14.1Upper bound of forecast interval-1.8
forecast_seriesusda_ers_ppi_forecast_series.csv201620163Lower bound of forecast interval-24.1Midpoint of forecast interval-15Upper bound of forecast interval-4
forecast_seriesusda_ers_ppi_forecast_series.csv201620164Lower bound of forecast interval-21.8Midpoint of forecast interval-13.7Upper bound of forecast interval-4.3
forecast_seriesusda_ers_ppi_forecast_series.csv201620165Lower bound of forecast interval-19.3Midpoint of forecast interval-12.2Upper bound of forecast interval-3.8
forecast_seriesusda_ers_ppi_forecast_series.csv201620166Lower bound of forecast interval-19.2Midpoint of forecast interval-13.4Upper bound of forecast interval-6.5
forecast_seriesusda_ers_ppi_forecast_series.csv201620167Lower bound of forecast interval-15.7Midpoint of forecast interval-10.6Upper bound of forecast interval-4.7
forecast_seriesusda_ers_ppi_forecast_series.csv201620168Lower bound of forecast interval-17.6Midpoint of forecast interval-13.9Upper bound of forecast interval-9.6
forecast_seriesusda_ers_ppi_forecast_series.csv201620169Lower bound of forecast interval-17.5Midpoint of forecast interval-14.7Upper bound of forecast interval-11.5
forecast_seriesusda_ers_ppi_forecast_series.csv2016201610Lower bound of forecast interval-17Midpoint of forecast interval-15Upper bound of forecast interval-12.8
forecast_seriesusda_ers_ppi_forecast_series.csv2016201611Lower bound of forecast interval-17.3Midpoint of forecast interval-16.2Upper bound of forecast interval-14.9
forecast_seriesusda_ers_ppi_forecast_series.csv2016201612Lower bound of forecast interval-17.4Midpoint of forecast interval-16.9Upper bound of forecast interval-16.4
forecast_seriesusda_ers_ppi_forecast_series.csv201620177Lower bound of forecast interval-16.5Midpoint of forecast interval3.6Upper bound of forecast interval28.3
forecast_seriesusda_ers_ppi_forecast_series.csv201620178Lower bound of forecast interval-21Midpoint of forecast interval-3Upper bound of forecast interval19.2
forecast_seriesusda_ers_ppi_forecast_series.csv201620179Lower bound of forecast interval-19.2Midpoint of forecast interval-1.9Upper bound of forecast interval19.1
forecast_seriesusda_ers_ppi_forecast_series.csv2016201710Lower bound of forecast interval-18.1Midpoint of forecast interval-1.4Upper bound of forecast interval18.8
forecast_seriesusda_ers_ppi_forecast_series.csv2016201711Lower bound of forecast interval-20.5Midpoint of forecast interval-5.3Upper bound of forecast interval13.9
forecast_seriesusda_ers_ppi_forecast_series.csv2016201712Lower bound of forecast interval-23Midpoint of forecast interval-8.9Upper bound of forecast interval8.3
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620161Lower bound of forecast range0not availablenot availableUpper bound of forecast range1
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620162Lower bound of forecast range-2not availablenot availableUpper bound of forecast range-1
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620163Lower bound of forecast range-3.5not availablenot availableUpper bound of forecast range-2.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620164Lower bound of forecast range-10not availablenot availableUpper bound of forecast range-9
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620165Lower bound of forecast range-10not availablenot availableUpper bound of forecast range-9
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620166Lower bound of forecast range-12.5not availablenot availableUpper bound of forecast range-11.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620167Lower bound of forecast range-12.5not availablenot availableUpper bound of forecast range-11.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620168Lower bound of forecast range-14not availablenot availableUpper bound of forecast range-13
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620169Lower bound of forecast range-14not availablenot availableUpper bound of forecast range-13
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2016201610Lower bound of forecast range-16not availablenot availableUpper bound of forecast range-15
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2016201611Lower bound of forecast range-18not availablenot availableUpper bound of forecast range-17
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2016201612Lower bound of forecast range-16not availablenot availableUpper bound of forecast range-15
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620177Lower bound of forecast range-2not availablenot availableUpper bound of forecast range-1
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620178Lower bound of forecast range-3.5not availablenot availableUpper bound of forecast range-2.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620179Lower bound of forecast range-3.5not availablenot availableUpper bound of forecast range-2.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2016201710Lower bound of forecast range-5not availablenot availableUpper bound of forecast range-4
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2016201711Lower bound of forecast range-11.5not availablenot availableUpper bound of forecast range-10.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2016201712Lower bound of forecast range-8not availablenot availableUpper bound of forecast range-7

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