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Producer Price Index (PPI) — issue year 2016: Farm-level fruits

Each row is one published forecast observation recorded in usda_ers_ppi_forecast_series.csv with issue year 2016 for Farm-level fruits.

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-9.5Midpoint of forecast interval15Upper bound of forecast interval48.2
forecast_seriesusda_ers_ppi_forecast_series.csv201620162Lower bound of forecast interval-4Midpoint of forecast interval18.5Upper bound of forecast interval48.3
forecast_seriesusda_ers_ppi_forecast_series.csv201620163Lower bound of forecast interval2.4Midpoint of forecast interval23.1Upper bound of forecast interval50
forecast_seriesusda_ers_ppi_forecast_series.csv201620164Lower bound of forecast interval-4.2Midpoint of forecast interval12.1Upper bound of forecast interval32.7
forecast_seriesusda_ers_ppi_forecast_series.csv201620165Lower bound of forecast interval-3.7Midpoint of forecast interval10Upper bound of forecast interval27.3
forecast_seriesusda_ers_ppi_forecast_series.csv201620166Lower bound of forecast interval0.1Midpoint of forecast interval11.8Upper bound of forecast interval26.1
forecast_seriesusda_ers_ppi_forecast_series.csv201620167Lower bound of forecast interval1.8Midpoint of forecast interval11.3Upper bound of forecast interval22.8
forecast_seriesusda_ers_ppi_forecast_series.csv201620168Lower bound of forecast interval1.9Midpoint of forecast interval8.4Upper bound of forecast interval16
forecast_seriesusda_ers_ppi_forecast_series.csv201620169Lower bound of forecast interval3.1Midpoint of forecast interval8.1Upper bound of forecast interval14
forecast_seriesusda_ers_ppi_forecast_series.csv2016201610Lower bound of forecast interval5.6Midpoint of forecast interval9.4Upper bound of forecast interval13.9
forecast_seriesusda_ers_ppi_forecast_series.csv2016201611Lower bound of forecast interval7.1Midpoint of forecast interval9.6Upper bound of forecast interval12.5
forecast_seriesusda_ers_ppi_forecast_series.csv2016201612Lower bound of forecast interval11Midpoint of forecast interval12.4Upper bound of forecast interval14
forecast_seriesusda_ers_ppi_forecast_series.csv201620177Lower bound of forecast interval-33.4Midpoint of forecast interval-4.1Upper bound of forecast interval38.8
forecast_seriesusda_ers_ppi_forecast_series.csv201620178Lower bound of forecast interval-21.1Midpoint of forecast interval-2.3Upper bound of forecast interval21.1
forecast_seriesusda_ers_ppi_forecast_series.csv201620179Lower bound of forecast interval-21.3Midpoint of forecast interval-3.1Upper bound of forecast interval19.4
forecast_seriesusda_ers_ppi_forecast_series.csv2016201710Lower bound of forecast interval-19.1Midpoint of forecast interval-1.3Upper bound of forecast interval20.8
forecast_seriesusda_ers_ppi_forecast_series.csv2016201711Lower bound of forecast interval-18.5Midpoint of forecast interval-1.2Upper bound of forecast interval20
forecast_seriesusda_ers_ppi_forecast_series.csv2016201712Lower bound of forecast interval-15.6Midpoint of forecast interval10.4Upper bound of forecast interval44.1
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 range2not availablenot availableUpper bound of forecast range3
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620164Lower bound of forecast range2not availablenot availableUpper bound of forecast range3
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620165Lower bound of forecast range2not availablenot availableUpper bound of forecast range3
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620166Lower bound of forecast range2not availablenot availableUpper bound of forecast range3
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620167Lower bound of forecast range4not availablenot availableUpper bound of forecast range5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620168Lower bound of forecast range4not availablenot availableUpper bound of forecast range5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620169Lower bound of forecast range4.5not availablenot availableUpper bound of forecast range5.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2016201610Lower bound of forecast range4.5not availablenot availableUpper bound of forecast range5.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2016201611Lower bound of forecast range8not availablenot availableUpper bound of forecast range9
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2016201612Lower bound of forecast range10.5not availablenot availableUpper bound of forecast range11.5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620177Lower bound of forecast range-6not availablenot availableUpper bound of forecast range-5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620178Lower bound of forecast range-6not availablenot availableUpper bound of forecast range-5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv201620179Lower bound of forecast range-6not availablenot availableUpper bound of forecast range-5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2016201710Lower bound of forecast range-6not availablenot availableUpper bound of forecast range-5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2016201711Lower bound of forecast range-6not availablenot availableUpper bound of forecast range-5
previously_published_estimatesusda_ers_ppi_previous_estimates.csv2016201712Lower bound of forecast range-6not availablenot availableUpper bound of forecast range-5

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