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Producer Price Index (PPI) — issue year 2023: Farm-level fruits

Each row is one published forecast observation recorded in usda_ers_ppi_forecast_series.csv with issue year 2023 for Farm-level fruits.

seriesfileyear_of_forecastyear_being_forecastmonth_of_forecastlower_bound_labellower_boundmidpoint_labelmidpointupper_bound_labelupper_bound
forecast_seriesusda_ers_ppi_forecast_series.csv202320231Lower bound of forecast interval-11Midpoint of forecast interval1.5Upper bound of forecast interval16.5
forecast_seriesusda_ers_ppi_forecast_series.csv202320232Lower bound of forecast interval-6.9Midpoint of forecast interval5.2Upper bound of forecast interval19.3
forecast_seriesusda_ers_ppi_forecast_series.csv202320233Lower bound of forecast interval-7.3Midpoint of forecast interval3.1Upper bound of forecast interval15.2
forecast_seriesusda_ers_ppi_forecast_series.csv202320234Lower bound of forecast interval-7.5Midpoint of forecast interval1.7Upper bound of forecast interval12.1
forecast_seriesusda_ers_ppi_forecast_series.csv202320235Lower bound of forecast interval-6.1Midpoint of forecast interval2.2Upper bound of forecast interval11.5
forecast_seriesusda_ers_ppi_forecast_series.csv202320236Lower bound of forecast interval-5.8Midpoint of forecast interval1.3Upper bound of forecast interval9.2
forecast_seriesusda_ers_ppi_forecast_series.csv202320237Lower bound of forecast interval-4.3Midpoint of forecast interval1.6Upper bound of forecast interval8.3
forecast_seriesusda_ers_ppi_forecast_series.csv202320238Lower bound of forecast interval-6Midpoint of forecast interval-1.3Upper bound of forecast interval3.9
forecast_seriesusda_ers_ppi_forecast_series.csv202320239Lower bound of forecast interval-4.9Midpoint of forecast interval-1.1Upper bound of forecast interval3.1
forecast_seriesusda_ers_ppi_forecast_series.csv2023202310Lower bound of forecast interval-4.2Midpoint of forecast interval-1.4Upper bound of forecast interval1.8
forecast_seriesusda_ers_ppi_forecast_series.csv2023202311Lower bound of forecast interval-4.5Midpoint of forecast interval-2.7Upper bound of forecast interval-0.6
forecast_seriesusda_ers_ppi_forecast_series.csv2023202312Lower bound of forecast interval-1.9Midpoint of forecast interval-0.8Upper bound of forecast interval0.4
forecast_seriesusda_ers_ppi_forecast_series.csv202320247Lower bound of forecast interval-17Midpoint of forecast interval-1.4Upper bound of forecast interval17.7
forecast_seriesusda_ers_ppi_forecast_series.csv202320248Lower bound of forecast interval-15.7Midpoint of forecast interval-0.6Upper bound of forecast interval17.4
forecast_seriesusda_ers_ppi_forecast_series.csv202320249Lower bound of forecast interval-15.5Midpoint of forecast interval-0.9Upper bound of forecast interval16.4
forecast_seriesusda_ers_ppi_forecast_series.csv2023202410Lower bound of forecast interval-14.4Midpoint of forecast interval-0.4Upper bound of forecast interval16.4
forecast_seriesusda_ers_ppi_forecast_series.csv2023202411Lower bound of forecast interval-15.4Midpoint of forecast interval-1.9Upper bound of forecast interval13.9
forecast_seriesusda_ers_ppi_forecast_series.csv2023202412Lower bound of forecast interval-11.9Midpoint of forecast interval1.4Upper bound of forecast interval16.2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320231Lower bound of prediction interval-11.2Mid point of prediction interval1.6Upper bound of prediction interval16.6
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320232Lower bound of prediction interval-6.6Mid point of prediction interval5.5Upper bound of prediction interval19.9
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320233Lower bound of prediction interval-6.8Mid point of prediction interval3.7Upper bound of prediction interval15.9
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320234Lower bound of prediction interval-6.9Mid point of prediction interval2.3Upper bound of prediction interval12.8
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320235Lower bound of prediction interval-5.4Mid point of prediction interval2.9Upper bound of prediction interval12.3
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320236Lower bound of prediction interval-5.8Mid point of prediction interval1.3Upper bound of prediction interval9.2
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320237Lower bound of prediction interval-4.3Mid point of prediction interval1.6Upper bound of prediction interval8.3
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320238Lower bound of prediction interval-6Mid point of prediction interval-1.3Upper bound of prediction interval3.9
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320247Lower bound of prediction interval-13.3Mid point of prediction interval-0.4Upper bound of prediction interval14.6
previously_published_estimatesusda_ers_ppi_previous_estimates.csv202320248Lower bound of prediction interval-13.8Mid point of prediction interval-1.1Upper bound of prediction interval13.6

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