Errata

Correction statements for ERS information products are listed by year below.

Errata ID	Date added	Title	Content type	Report number	Description
463	4/28/2025	Agricultural and Food Research and Development Expenditures in the United States	Data Product	N/A	With the April 28, 2025 update, ERS corrected the data series on public agricultural R&D expenditures by eliminating double-counting of R&D expenditures in cooperative research agreements between USDA intramural research agencies and State Land Grant Universities. This reduced total expenditures by 2-3 percent over 1970-2019.
462	3/25/2025	COVID-19 Working Paper: Migration, Local Mobility, and the Spread of COVID-19 in Rural America	Publication	AP-107	On March 25, 2025, the legend in figure 14 depicting new COVID-19 cases in nonmetro counties by relative change in work-related mobility was changed to read "Quartile." In the legend, "greatest reduction" and "least reduction" were switched to reflect the correct corresponding quartile.
461	3/14/2025	Dietary Quality by Food Source and Demographics in the United States, 1977–2018	Publication	EIB-249	On March 14, 2025, a number of corrections were made to specific data points in tables 2 and 7 and figures 5, 10, 25, and 27; the titles of table 5 and figures 15 and 18; and text on pages 33, 36-39, and 102. Supplemental tables A1A-A6F were also reposted to match the corresponding data product, Food Consumption, Nutrient Intakes, and Diet Quality, correcting some standard errors, percents, and formatting inconsistencies. No major findings or conclusions in the report were impacted.
460	1/23/2025	Organic Agriculture	Topic Page	N/A	On January 23, 2025, ERS corrected the y-axis label of the U.S. organic soybean supply, 2011–21 figure to include the word 'thousands.' No other text on the topic page was affected.
459	1/15/2025	Meat Price Spreads	Data Product	N/A	On January 15, 2025, the files Choice beef values and spreads and the all-fresh retail value and Pork values and spreads were posted without reflecting the most recent month of data, the annual, and quarter four 2024 totals. The Summary of retail prices and spreads file was posted with monthly data displaying in the wrong columns. All three affected files were reposted January 16, 2025. No other data were affected.

Errata ID	Date added	Title	Content type	Report number	Description
458	12/20/2024	Agricultural Baseline Database	Data Product	N/A	On December 20, 2024, USDA, ERS and the Office of the Chief Economist revised the USDA Long-Term Agricultural Baseline Projections to 2034 long-grain rice table (table 13) posted on their respective websites to adjust values for yields, production, domestic use and residual, and stocks for the entire projection period, 2025/26 through 2034/35. No other variables or commodities were affected.
457	12/03/2024	Farm Household Income and Characteristics	Data Product	N/A	On December 3, 2024, ERS revised Table01a (Statistics on the Agricultural Resource Management Survey, 1996–2023) in the Background page of the Farm Household Income and Characteristics data product to correct the reported coefficient of variation for 1996 and 1998 farm household income and its respective on-farm and off-farm sub-components. No other values in the table were affected.
456	10/29/2024	Selected Charts from Ag and Food Statistics: Charting the Essentials, 2024	Publication	AP-121	On October 29, 2024, the chart entitled “Change in all-food CPI, intermediate foods and feeds PPI, and field crop prices, 2003-22” was updated with the correct annual percent change in field crop prices for 2022. No other changes were made.
455	10/08/2024	Farm Sector Income & Finances: Farm Business Income	Topic Page	N/A	On October 8, 2024, the Farm Sector Income & Finances topic page was updated to correct a heading relating to the average net cash farm income forecast by commodity specialization in the Farm Business Income discussion. The error was in the heading text only; no other text or data were affected.
454	10/01/2024	International Agricultural Productivity: Documentation and Methods	Data Product	N/A	On October 1, 2024, the update to the International Agricultural Productivity data product included a correction to an error in how agricultural land is defined in equation (12) in the Documentation and Methods section. Agricultural land (X₁) is defined as quality-adjusted hectares of cropland (X_1c) permanent pasture (X_1p) and irrigated area (X_1w) where X₁= αX_1c+ βX_1p+ (γ-α)X_1wand α, β, and γ are coefficients reflecting the relative productivity of the three land classes, respectively. Note that cropland is the sum of rainfed and irrigated cropland. The error was in the equation only; no data were affected.
453	09/13/2024	Major Land Uses	Data Product	N/A	On September 13, 2024, the Major Land Uses data product was revised to reflect changes in the 1987, 1992, and 1997 values for total forest use land in certain Northeastern States, as well as the forest use land, special use land, and urban land for certain Northeastern States in 1992. Also, the regional total for rural transportation in the Northeast region for 2007 was corrected. No other values were affected.
452	08/28/2024	Eating and Health Module (ATUS)	Data Product	N/A	On August 28, 2024, the files for the 2022 Table 4, Fast food purchases (number of times) over previous 7 days, on an average day in 2022, for U.S. civilian population who purchased fast food in the previous week, were reposted to correct the percentages reported for each group. No other tables were affected.
451	08/08/2024	U.S. Bioenergy Statistics	Data Product	N/A	The U.S. Bioenergy Statistics files were republished on August 8, 2024 to correct an error in tables 8.2 corn gluten meal supply and disappearance and 8.3 corn gluten feed supply and disappearance of the CSV file (tables 8b and 8c in the XLSX file). Before the update, the 1992–2013 corn marketing year values labeled as “Domestic use” were the 1992–2013 values for “Exports” and vice versa in both tables. No other data were affected by the error.
450	07/22/24	Charts of Note, July 15, 2024	Chart	N/A	On July 22, 2024, the note that accompanied the chart was revised to improve clarity. No text or data were affected.
449	07/18/2024	Dairy Data	Data Product	N/A	On July 18, 2024, two Dairy data files were reposted to correct a unit conversion error for Other-than-American cheese export and domestic use data for the months February 2024 through May 2024. The files and data affected include the table titled Other Cheese, monthly in the Supply and utilization of dairy product categories (monthly and annual) and the U.S. dairy situation at a glance (monthly and annual) data entries for Domestic disappearance for Other-than-American cheese. No other data were affected by the error.
448	06/20/2024	World Agricultural Production, Resource Use, and Productivity, 1961–2020	Publication	EIB-268	On June 20, 2024, a measurement unit error related to GHG emission intensities for agriculture was corrected on pages 44, 45, and 47. No other text was affected.
447	06/07/2024	Farmland Value	Topic Page	N/A	On June 7, 2024, two text references on the farmland value topic page were changed to correct a calculation error. The page now indicates that the Southern Plains region leads all regions in terms of 5-year value of farm real estate growth, at 2.9 percent annual growth over 2017–2022, while the Delta States and Southeast regions (growth rate: -0.6 percent) trail all other annual growth over the same period (all values adjusted for inflation).
446	05/17/2024	World Agricultural Production, Resource Use, and Productivity, 1961–2020	Publication	ERR-268	On May 17, 2024, the “Key” of Figure 17 was updated to improve clarity. No text or data were affected.
445	05/07/2024	Major Land Uses	Data Product	N/A	On May 7, 2024, Summary Table 3 "Total Cropland Used for Crops" in the Major Land Uses data product was revised for 2013–15 to be consistent with and reflect the underlying historical data available in the USDA, NASS QuickStats database since 2019. About a third of the values were affected, with revisions to total crops harvested, total cropland harvested, and cropland used for crops. The 2013 value for double cropped acres was also revised.
444	03/25/2024	Charts of Note, March 21, 2024	Chart	N/A	On March 25, 2024, the map legend was revised to show that areas in yellow without dots represent direct sales of less than $2.5 million.
443	01/12/2024	Outlook for U.S. Agricultural Trade: November 2023	Outlook	FTS-374	On January 12, 2024, table 1 of the November 2023 Trade Outlook report was updated to reflect the correct value of total U.S. agricultural exports for fiscal year 2022.

Errata ID	Date added	Title	Content type	Report number	Description
442	11/30/2023	Farm Household Income and Characteristics	Data Product	N/A	On November 30, 2023, a rounding error was corrected for some historical values in two tables in the Farm Household Income and Characteristics data product (Table 3, "All farms and family farms by farm size class (gross sales), 1996–2021" and Table 13, "Mean and median farm operator household income and ratio of farm household to U.S. household income, 1960–2021"). No other data or text was affected.
441	11/16/2023	State Agricultural Trade Data	Data Product	N/A	On November 16, 2023, U.S. agricultural exports, commodity detail by State: calendar years 2000-2022, and the associated CSV (comma separated values) files were reposted to correct the beef export values for Washington and the United States. No other data were affected by the errors.
440	09/21/2023	Characterizing Rugged Terrain in the United States	Publication	ERR-322	On September 21, 2023, the shading in figure 4 was corrected. This change clarified the region of five counties in southeastern Maine. The error occurred during visualization of the counties and does not affect anything else in the report.
439	08/21/2023	Despite Challenges, Research Shows Opportunity To Increase Use of Manure as Fertilizer	Amber Waves article	N/A	On August 21, 2023, the table in this article was changed to correct the data for barley acres planted, as well as for acres of barley that were manured and shares of manure-receiving crops. Data in the fourth paragraph also changed to reflect the corrected data on barley.
438	08/18/2023	Increasing the Value of Animal Manure for Farmers	Publication	AP-109	On August 18, 2023, barley acres planted data were corrected in table 2, which also impacted the acres of barley that were manured and the shares of manure-receiving crops data. No other data were affected.
437	08/17/2023	The Rural Food-Away-from-Home Landscape, 1990–2019	Publication	EIB-253	On August 17, figures 2a, 2b, 7, 12a, and 12b were updated to reflect the non-metro status for Aleutians West, Alaska. No other figures or text were affected.
436	08/16/2023	Chart of Note, August 14, 2023	Chart	N/A	On August 16, this chart was updated with the correct year for when a similar level of income was previously spent on food. No other data were affected.
435	08/15/2023	Charts of Note, April 18, 2023	Chart	N/A	On August 15, the map was updated with the correct non-metro status for Aleutians West, Alaska. The text and other data were not affected.
434	07/18/2023	Agricultural Exchange Rate Data Set	Data Product	N/A	On July 18, 2023, the .xlsx and .csv files for the Real Annual Commodity Trade Weighted Exchange Rate Indexes and Real Monthly Commodity Trade Weighted Exchange Rate Indexes were reposted to correct the base year. No other data were affected by the errors.
433	07/07/2023	Weekly Retail Food Sales	Data Product	N/A	On July 7, 2023, the volume sales data were removed due to errors in converting some unit values to volumes. They will not be restored due to the complexity of the data.
432	06/26/2023	New Analysis Approach Illuminates Differences in Food Spending Across U.S. Populations	AmberWaves Article	N/A	On June 26, 2023, the second figure in this article was revised to correct the dates represented by the data.
430	05/22/2023	Food Expenditure Series	Data Product	N/A	On May 22, 2023, the csv file “Monthly sales of food, with taxes and tips, for all purchasers” was revised to correct estimates prior to November 2021. No estimates after November 2021 or the xlsx version of this file were affected.
429	05/05/2023	The Rural Food-Away-from-Home Landscape, 1990–2019	Publication	EIB-253	On May 5, figures 2a, 2b, 7, 12a, and 12b were updated with data for Honolulu County, Hawaii. No other figures or text were affected.
428	04/28/2023	Charts of Note, April 26, 2023	Chart	N/A	On April 28, 2023, the Chart of Note from Wednesday, April 26, 2023, was revised to correct the 2021 total sales, shipment values, and revenue from food and beverage manufacturing plants. The chart source was also revised to correct the survey year. No other data were affected.
427	04/25/2023	International Food Security Assessment, 2022–32	Outlook	FTS-374	On April 25, 2023, the International Food Security Assessment was reposted to correct a label on figure 11. No other numbers or tables were affected by this error.
426	04/11/2023	Dietary Quality by Food Source and Demographics in the United States, 1977–2018	Publication	EIB-249	On April 11, 2023, figures 25 and 27 were updated using the correct conversion factor for total fats. No other figures, tables, or text were affected.
425	04/05/2023	Dairy Data	Data Product	N/A	On 4/5/2023, the “Supply and utilization of dairy product categories” and “U.S. dairy situation at a glance” data sets were reposted to correct errors in production, total supply, and domestic disappearance entries for January 2023.
424	03/27/2023	Major Land Uses	Data Product	N/A	On March 27, 2023, some historical estimates in summary table 3, “Cropland used for crops” within the Major Land Uses data product, were revised. For the years 2017-20, values for total cropland used for crops, cropland harvested, double cropped, crop failure, and cultivated summer fallow were revised. The revisions to individual components changed the total for cropland used for crops in 2017; for 2018, 2019, and 2020, changes to components were offset such that total cropland used for crops remained unchanged. No other data were affected.
423	03/16/2023	Dietary Quality by Food Source and Demographics in the United States, 1977–2018	Publication	EIB-249	On March 16, 2023, table 2 was updated with the correct recommended density per 1,000 calories for grains. Text on page 105 and figures 25 and 27 were also updated to reflect the correction. No other tables, text, or figures were affected.
422	03/15/2023	U.S. Organic Production, Markets, Consumers, and Policy, 2000–21	Publication	ERR-315	On March 15, 2023, the text corresponding to the yellow bars in figure 2.6 was corrected. No other text or figures were affected.
421	02/15/2023	Food Dollar Series	Data Product	N/A	On February 15, 2023, several data points in the Food Dollar Series application were updated for rounding consistency. No other data were affected.
420	02/15/2023	Fruit and Tree Nuts Outlook: March 2022	Outlook	FTS-374	On February 15, 2023, the Fruit and Tree Nuts Outlook: March 2022 was reposted to correct a scaling error in figure 9 and a labeling error in figure SA3. No other components of the report were affected.
419	02/15/2023	Do Free Trade Agreements Benefit Developing Countries? An Examination of U.S. Agreements	Publication	EIB-240	On February 15, 2023, a calculation error in figure 18 was corrected for post-CAFTA-DR sugar production. No other aspects of the report were affected by the error.
418	02/03/2023	Livestock, Dairy, and Poultry Outlook: January 2023	Outlook	LDP-M-343	On February 3, 2023, the Livestock, Dairy, and Poultry Outlook: January 2023 was reposted to reflect a recalculation of the November 2022 daily hatch rate in the poultry section figure titled, “Broiler-type chicks hatched per calendar day.”
417	01/25/2023	Food Price Outlook	Data Product	N/A	On January 25, 2023, the Consumer Price Index (CPI) files were revised to correct the 2021 annual percent change for fruits and vegetables and the historical Producer Price Index (PPI) legacy forecast file was revised to correct the 2020 forecast published in July 2020. No other data were affected.

Errata ID	Date added	Title	Content type	Report number	Description
416	12/16/2022	Livestock, Dairy, and Poultry Outlook: December 2022	Outlook	LDP-M-342	On December 16, 2022, the Livestock, Dairy and Poultry Outlook: December 2022, was reposted to correct the opening title on page 1. No data or conclusions were changed.
415	11/21/2022	Agricultural Baseline Database	Data Product	N/A	On November 21, 2022, Table 1, “Global GDP Shares and GDP Growth Assumption to 2032”, of the zip file containing macroeconomic projections was reposted to correct errors in historical and projected average gross domestic product (GDP) growth. No other tables were affected by the error.
414	11/09/2022	County-level Data Sets: Download Data	Data Product	N/A	On November 9, 2022, the download file on the Education page of the County-level Data Sets data product was reposted to correct an error in the calculation of the variables (number and percent) for “adults with a high school diploma only, 2007-11” and “adults completing some college or associate’s degree, 2007-11.” No other data were affected, including those available through the HTML reports.
413	10/25/2022	Charts of Note, October 20, 2022	Chart	N/A	On October 25, 2022, a clarification was made for Florida’s ranking in citrus production.
412	10/21/2022	Weekly Retail Food Sales	Data Product	N/A	On October 21, 2022, the Weekly retail food sales by State and product category data files were updated to correctly label the Volume sales 3 years ago and Unit sales 3 years ago columns. Duplicate variables for Percent change dollars, Percent change units, Percent change volume, Percent change dollars 3 years ago, Percent change units 3 years ago, and Percent change volume 3 years ago were also removed from the csv file. No other data were affected.
411	10/06/2022	International Macroeconomic Data Set	Data Product	N/A	On October 6, 2022, the following data files were reposted to correct errors in percent change calculations: Real Gross Domestic Product (2015 base) Projected and Historical, Gross Domestic Product Deflator Values (2015 base) Projected and Historical, Real Exchange Rates (2015 base) Projected and Historical, Consumer Price Indexes (2015 base) Projected and Historical, and Population (2015 base) Projected. No other tables were affected by the error.
410	09/30/2022	ARMS Farm Financial and Crop Production Practices	Data Product	N/A	Some data within the Tailored Reports: Farm Structure and Finance in the ARMS Farm Financial and Crop Production Practices data product were misreported as "NA" following issues with the underlying data server, starting on or about September 20 through September 27. The issue was resolved on September 27, 2022, and the relevant data were restored.
409	09/15/2022	Vegetables and Pulses Yearbook Tables	Data Product	N/A	On September 15, 2022, the machine-readable Vegetables and Pulses Yearbook Tables file was reposted to include fresh cauliflower data. No other data was affected.
408	09/07/2022	Outlook for U.S. Agricultural Trade: August 2022	Outlook	AES-121	On September 7, 2022, table 4 was revised to correctly label fiscal year 2022 forecast values. No other numbers or tables were affected by this error.
407	08/23/2022	Livestock, Dairy, and Poultry Outlook: August 2022	Outlook	LDP-M-338	On August 23, 2022, the Livestock, Dairy, and Poultry Outlook: August 2022 was corrected to remove a duplicated paragraph in the text. No data or conclusions were changed.
406	08/16/2022	Livestock, Dairy, and Poultry Outlook: July 2022	Outlook	LDP-M-337	On August 16, 2022, the Livestock, Dairy and Poultry Outlook: July 2022, was reposted to correct the June 2022 average wholesale price of chicken wings. Text references, intertemporal comparisons and the poultry section figure titled “Chicken wing wholesale prices and cold storage stocks at the end of the month, Jan 2021-Jun 2022” were modified to reflect the correct price. No other numbers or tables were affected by this error.
405	08/12/2022	Adjusting to Higher Labor Costs in Selected U.S. Fresh Fruit and Vegetable Industries	Publication	EIB-235	On August 11, 2022, this report was reposted to correct minimum wage values in figure 2. The corresponding footnote was also updated to reference sources. No text or other figures were impacted.
404	07/14/2022	The Food and Nutrition Assistance Landscape: Fiscal Year 2021 Annual Report	Publication	EIB-237	On July 14, 2022, the report summary title was updated to correct the fiscal year.
403	06/27/2022	Agricultural Exchange Rate Data Set	Data Product	N/A	On June 27, 2022, the Real annual commodity trade weighted exchange rate indexes, Real Monthly Commodity Trade Weighted Exchange Rate Indexes, Monthly Real Exchange Rates, Annual Nominal Exchange Rates, Monthly Nominal Exchange Rates, and Annual Real Exchange Rates files were reposted to update a footnote to clearly indicate certain numbers are projections. In the Monthly Real Exchange Rates, Annual Nominal Exchange Rates, Monthly Nominal Exchange Rates, and Annual Real Exchange Rates files, the name of Brazil’s currency was corrected in row 5. In the Monthly Nominal Exchange Rates file, a footnote was revised in order to correctly list the date of introduction of Brazil’s currency. Agricultural trade weights by commodity or commodity group was reposted in order to remove row 5 (Currency name) and column U (Eurozone). No data were affected by the errors.
402	06/21/2022	Livestock, Dairy, and Poultry Outlook: June 2022	Outlook	LDP-M-336	On June 21, 2022, the dairy forecast table in the Livestock, Dairy, and Poultry Outlook: June 2022 was corrected to reflect data and forecasts updated on June 16, 2022. No other components of the report were affected.
401	06/03/2022	Ag and Food Statistics: Charting the Essentials	Data Product	N/A	On June 3, 2022, the chart notes were revised to correctly identify the Special Supplemental Nutrition Program for Women, Infants, and Children (WIC).
400	06/03/2022	Charts of Note, April 23, 2021	Chart	N/A	On June 3, 2022, the text and chart notes were revised to correctly identify the Special Supplemental Nutrition Program for Women, Infants, and Children (WIC).
399	05/18/2022	Livestock, Dairy, and Poultry Outlook: April 2022	Outlook	LDP-M-334	On May 18, 2022, corrections were made to the year designations in the table on page 7 of Livestock, Dairy, and Poultry Outlook: April 2022. No other components of the table or report were affected.
398	05/12/2022	Agricultural Exchange Rate Data Set	Data Product	N/A	On May 12, 2022, Monthly Real Exchange Rates, Annual Nominal Exchange Rates, Monthly Nominal Exchange Rates, Annual Real Exchange Rates, and Agricultural Trade Weights by Commodity or Commodity Group were updated to more clearly specify the regional categorization of countries and add closing parentheses to country codes. No data were affected.
397	04/26/2022	Livestock, Dairy, and Poultry Outlook: April 2022	Outlook	LDP-M-334	On April 26, 2022, on page 20 of Livestock, Dairy, and Poultry Outlook: April 2022 the year was updated to discuss flock depletions that occurred in the first half of 2020. No other components of the report were affected by the error.
396	04/22/2022	Rice Outlook: April 2022	Outlook	RCS-22C	On April 22, 2022, the April 2022 Rice Outlook Monthly Tables were reposted to correct Thailand’s 2021/22 rice production forecasts in Appendix Table 10. Other reported estimates and the Rice Outlook: April 2022 report were not affected.
395	04/19/2022	Livestock, Dairy, and Poultry Outlook: April 2022	Outlook	LDP-M-334	On April 19, 2022, corrections were made to the first paragraph of the Dairy section and the table on page 8 of Livestock, Dairy, and Poultry Outlook: April 2022. The price for 500-pound barrels of Cheddar cheese for the week ending April 2, along with the change in the price from the week ending March 5, were corrected in both the paragraph and the table. No other components of the report were affected by the errors.
394	04/18/2022	Rural Employment and Unemployment	Topic Page	N/A	On April 18, 2022, the chart and associated descriptive file for “U.S. employment in metro and nonmetro areas, 2007–21” was corrected to remove data for Puerto Rico that was inadvertently included in the analysis. This correction revises one statement in the discussion, which becomes “After nonmetro counties lost 1.4 million jobs from 2007 to 2010, nonmetro employment grew slowly after the Great Recession and by 2019 had returned to 97 percent (20.3 million employed) of pre-Great Recession employment levels (21.0 million employed in 2007).”
393	04/08/2022	Consumers’ Interpretation of Food Labels with Production Claims Can Influence Purchases	Amber Waves article	N/A	On April 8, 2022, the legend labels of the second figure in this article were revised to correctly reflect "Organic" and "Raised without antibiotics" data.
392	03/30/2022	Feed Outlook: March 2022	Outlook	FDS-22c	On March 30, 2022, a column header in table 4 of the Feed Grain Outlook Tables was corrected to read "Soybean meal, high protein, Central IL." No data was affected by the change.
391	03/30/2022	Feed Outlook: February 2022	Outlook	FDS-22b	On March 30, 2022, a column header in table 4 of the Feed Grain Outlook Tables was corrected to read "Soybean meal, high protein, Central IL." No data was affected by the change.
390	03/30/2022	Feed Outlook: January 2022	Outlook	FDS-22a	On March 30, 2022, a column header in table 4 of the Feed Grain Outlook Tables was corrected to read "Soybean meal, high protein, Central IL." No data was affected by the change.
389	03/30/2022	Feed Outlook: December 2021	Outlook	FDS-21l	On March 30, 2022, a column header in table 4 of the Feed Grain Outlook Tables was corrected to read "Soybean meal, high protein, Central IL." No data was affected by the change.
388	03/30/2022	Feed Outlook: November 2021	Outlook	FDS-21k	On March 30, 2022, a column header in table 4 of the Feed Grain Outlook Tables was corrected to read "Soybean meal, high protein, Central IL." No data was affected by the change.
387	03/30/2022	Feed Outlook: October 2021	Outlook	FDS-21j	On March 30, 2022, a column header in table 4 of the Feed Grain Outlook Tables was corrected to read "Soybean meal, high protein, Central IL." No data was affected by the change.
386	03/29/2022	U.S. Agricultural Exports to Colombia: Rising Sales in Response to Trade Liberalization and Changing Consumer Trends	Outlook	AES-118-01	On March 29, 2022, tables 7 and 9 and corresponding text were revised to indicate the correct average annual growth rates for the period 2013-18 in table 7 and the correct time period covered by the year-to-year changes in exports in table 9. No other text or data were affected.
385	03/14/2022	Food Insecurity for Households With Children Rose in 2020, Disrupting Decade-long Decline	Amber Waves article	N/A	On March 14, 2022, the title of the last chart in this article was revised to clarify that the chart illustrated child food insecurity. The last sentence of the article was revised to clarify that the national average was for data among children.
384	03/08/2022	Farm Structure and Organization: Farm Structure and Contracting	Topic Page	N/A	On March 8, 2022, a chart and text on the Farm Structure and Organization: Farm Structure and Contracting topic page was reposted to correct a programming error. The chart showing the share of farms with contracts and the value of production under contract and a paragraph discussing the chart were corrected. No other text or values on the topic page were affected.
383	03/08/2022	Charts of Note, March 4, 2022	Chart	N/A	On March 8, 2022, the graphic presented in this Chart of Note was revised to better represent the differences between the dollar amounts of the economic activities.
382	03/04/2022	Weekly Retail Food Sales	Data Product	N/A	On March 4, 2022, the Weekly Retail Food Sales data files were corrected to indicate the data were produced on February 17, 2022. No data were affected.
381	02/28/2022	Cover Practice Definitions and Incentives in the Conservation Reserve Program	Publication	EIB-233	On February 28, 2022, figure 2a was revised to correct the image used in the figure and table A.2c was revised to correctly label the table. None of the underlying data, other figures, or text were impacted.
380	02/25/2022	USDA Agricultural Projections to 2031	Outlook	OCE-2022-01	On February 25, 2022, the USDA Agricultural Projections to 2031 report (OCE-2022-01) was revised to correct the text of the report to state that soybean oil use for biofuels is projected at 12.15 billion pounds in 2031/32. No other data or files were affected by this error.
379	02/18/2022	COVID-19 Working Paper: Filling the Pandemic Meal Gap: Disruptions to Child Nutrition Programs and Expansion of Free Meal Sites in the Early Months of the Pandemic	Publication	AP-93	On February 22, 2022, figure 3 was revised to correctly label Summer Food Service Program Meals in fiscal year 2020 and Free Meal Sites. No text or other figures were impacted.
378	02/18/2022	COVID-19 Working Paper: U.S.-Mexico Agricultural Trade in 2020	Publication	AP-97	On February 18, 2022, figure 7 was revised to correctly label U.S. beef imports, and other colors were modified to improve Section 508 readability requirements. No text or other figures were impacted.
377	01/18/2022	Examining Pathogen-Based Import Refusals: Trends and Analysis From 2002 to 2019	Publication	EIB-232	On January 18, the first row of appendix 2 was revised to correct number of pathogen/toxin violations by histamine and aflatoxin to match those shown in figure 5. No other text or figures were affected.
376	01/13/2022	Sugar and Sweeteners Yearbook Tables	Data Product	N/A	On January 13, 2022, Table 54 (Mexican price of estándar sugar in Mexico City) and Table 55 (Mexican price of refined sugar in Mexico City) were reposted to correct errors in prices posted for December 2021; Table 10 (U.S. Sugar Producer Price Index) was reposted to correct an error in the index posted for May 2021. No other tables were affected by the error.
375	01/10/2022	America's Diverse Family Farms: 2021 Edition	Publication	EIB-231	On January 10, 2022, the Federal crop insurance figure on page 27 was revised to correct “All family farms” to “Nonfamily farms.” No other figures were impacted.

Errata ID	Date added	Title	Content type	Report number	Description
374	12/23/2021	Examining Pathogen-Based Import Refusals: Trends and Analysis From 2002 to 2019	Publication	EIB-232	On December 23, the title of figure 4 on page 9 was revised to say, “Total number of pathogen/ toxin violations by industry, 2002-19.” In addition, the titles of figures 11b, 11c, and 11d on pages 17 and 18 were revised to show the correct country.
373	12/21/2021	Dairy Data	Data Product	N/A	On December 21, 2021, the “U.S. Dairy situation at a glance” data set was corrected to properly label the units for milk per cow as pounds.
372	11/17/2021	Rice Yearbook	Data Product	N/A	On November 17, 2021, U.S. rice exports by type and top 10 U.S. rice export markets was reposted. Table 12 in the 2021 Rice Yearbook was reposted to correct errors in historic reported values for U.S. broken-rice and rough-rice exports. Table 13 was also updated to also reflect the most current U.S. Census Bureau export data, including the recently released 2020/21 export data.
371	11/16/2021	Understanding the Components of U.S. Food Expenditures During Recessionary and Non-Recessionary Periods	Publication	ERR-301	On November 16, 2021, Figure 9 was revised to correctly depict the contributions of the Propensity to spend on food versus non-food and the Food-at-home share components. No text or other figures were impacted.
370	11/12/2021	U.S. Agriculture Sector Received an Estimated $35 Billion in COVID-19-Related Assistance in 2020	Amber Waves article	N/A	On November 12, 2021, the text and the second table were revised to clarify that the Paycheck Protection Program eligibility simulation was carried out on both commercial and intermediate farm operations. No other data or findings are changed.
369	11/12/2021	U.S. Farm Producers Received Almost $6 Billion From the Paycheck Protection Program in 2020	Amber Waves article	N/A	On November 12, 2021, the text and chart were revised to clarify that the Paycheck Protection Program eligibility simulation was carried out on both commercial and intermediate farm operations. No other data or findings are changed.
368	11/12/2021	Meat Price Spreads	Data Product	N/A	On November 12, 2021, Meat Price Spreads, “Choice values and spreads and the all fresh retail value” and “Summaries of retail prices and spreads,” were updated to correct the all fresh retail value of beef for October 2021. The correct price for the all fresh retail value of beef is 754.8 cents per pound.
367	11/09/2021	Charts of Note, October 27, 2021	Charts of Note	N/A	On November 9, 2021, the chart and text were revised to clarify that the Paycheck Protection Program eligibility simulation was carried out on both commercial and intermediate farm operations. No other data or findings are changed.
366	11/04/2021	COVID-19 Working Paper: Filling the Pandemic Meal Gap: Disruptions to Child Nutrition Programs and Expansion of Free Meal Sites in the Early Months of the Pandemic	Publication	AP-093	On November 4, 2021, text on page 6 describing the increase in the number of meals served through the Summer Food Service Program from March through May 2020 as compared to the same period was revised to reflect the correct change. No figures or tables were impacted.
365	11/04/2021	COVID-19 Working Paper: Financial Assistance for Farm Operations and Farm Households in the Face of COVID-19	Publication	AP-090	On November 4, 2021, the text and Table 2 were revised to clarify that the Paycheck Protection Program eligibility simulation was carried out on both commercial and intermediate farm operations. No other data or findings are changed.
364	10/29/2021	ARMS Farm Financial and Crop Production Practices	Data Product	N/A	Following issues with the underlying data server, some data within the Tailored Reports: Farm Structure and Finance in the ARMS Farm Financial and Crop Production Practices data product were misreported as "NA,” starting on or about October 20, 2021, through October 28, 2021. The issue was resolved on October 28, 2021, and the relevant data restored.
363	10/25/2021	Charts of Note, October 18, 2021	Charts of Note	N/A	On October 25, 2021, the map presented in this Chart of Note was revised to show the correct number of counties in the contiguous United States.
362	10/25/2021	Oil Booms Can Reduce Lifetime Earnings and Delay Retirement	Amber Waves article	N/A	On October 25, 2021, the map accompanying this finding was revised to show the correct number of counties in the contiguous United States.
361	10/13/2021	Commodity Costs and Returns	Data Product	N/A	On October 13, 2021, the Commodity Costs and Returns data and visualization tool was reposted to correct errors for Peanuts, Peanuts production costs and returns per planted acre, excluding Government payments. No other tables were affected by the error.
360	09/27/2021	Sugar and Sweeteners Outlook: June 2021	Outlook	SSS-M-394	On September 27, 2021, the Sugar and Sweeteners Outlook: June 2021 report was reposted to correct errors that occurred in data transmission. The errors occurred in Table 34, Top global honey producers, 2019—as well as two associated references in the text—and were corrected. No other components of the report were affected by the error.
359	09/14/2021	Meat Price Spreads	Data Product	N/A	On September 14, 2021, the file “Retail prices for beef, pork, poultry cuts, eggs, and dairy products” (cuts.xls) was not updated. The file has now been updated to include August 2021 numbers.
358	08/20/2021	Charting the Essentials	Data Product	N/A	On August 20, 2021, text was revised to correct unit errors for expenditures. Expenditure values were corrected from millions of dollars to billions of dollars. The chart was not affected.
357	08/11/2021	International Food Security Assessment, 2021-31	Outlook	GFA-32	On August 11, 2021, the abstract and introduction sections were updated to correct errors. No other components of the report were affected by the errors.
356	08/04/2021	Farm Household Income and Characteristics	Data Product	N/A	On August 4, 2021, the table "Principal farm operator household finances, 2016-21F" in the Farm Household Income and Characteristics (released on both December 2, 2020 and February 5, 2021) was reposted to correct an error.
355	08/03/2021	International Food Security Assessment, 2021-31	Outlook	GFA-32	On August 3, 2021, the abstract and introduction section was updated to correct typographical errors. No other components of the report were affected by the error.
354	07/28/2021	Charts of Note, July 26, 2021	Charts of Note	N/A	On July 28, 2021, the text was revised to correct an error that occurred in data transmission. The chart was not affected by the error.
353	07/28/2021	Charts of Note, July 21, 2021	Charts of Note	N/A	On July 28, 2021, the chart was revised to correct an error in presentation. No other data or text were affected.
352	07/28/2021	Agricultural Trade Multipliers: 2019 Data Overview	Data Product	N/A	On July 28, 2021, the Agricultural Trade Multiplier Data Product was revised to incorporate corrected multiplier estimates for the ethanol sector and the 2019 Data Overview was updated to reflect these changes.
351	07/28/2021	Agricultural Trade Multipliers	Data Product	N/A	On July 28, 2021, the Agricultural Trade Multiplier data product was revised to incorporate corrected multiplier estimates for the ethanol sector.
350	07/21/2021	Food Availability (Per Capita) Data System	Data Product	N/A	On July 21, 2021, the Loss-adjusted Food Availability dataset’s fruit files were revised to correct the 2019 primary weight for fresh oranges.
349	07/16/2021	Market Segments	Topic Page	N/A	On July 16, 2021, the text describing declines in food-away-from-home sales by type of establishment in 2020 was revised with correct percentages. No data tables or charts were affected.
348	07/16/2021	Food Expenditure Series	Data Product	N/A	On July 16, 2021, the Normalized food expenditures by all purchasers and household final users data were revised to correct the column labels for per capita expenditures among all purchasers.
347	07/15/2021	Oil Crops Outlook: July 2021	Outlook	OCS-21g	On July 15, 2021, the Oil Crops Outlook Tables and Oil Crops Outlook: July 2021 were reposted to correct year labels on the "U.S. soybean crop conditions as of July 11" map.
346	07/13/2021	Meat Prices Spreads	Data Product	N/A	On July 13, 2021, the Summary of retail prices and price spreads dataset was reposted to correct prices for broiler “Leg - bone-in” and broiler “Breast - boneless.”
345	06/29/2021	How the Removal of Tariffs Would Impact Agricultural Trade	Amber Waves article	N/A	On June 29, 2021, text on South Korea’s corn tariff and the accompanying data point on the global corn tariff in the second figure were revised to correct errors that occurred in data transmission. No other data was affected by the error.
344	06/25/2021	Reforming Market Access in Agricultural Trade: Tariff Removal and the Trade Facilitation Agreement	Publication	ERR-280	On June 25, 2021, text on South Korea’s corn tariff and the accompanying data point on the global corn tariff in the second figure were revised to correct errors that occurred in data transmission. No other data was affected by the error.
343	06/21/2021	Oil Crops Outlook: June 2021	Outlook	OCS-21f	On June 21, 2021, Tables 1 and 3 of the Oil Crops Outlook were reposted to correct errors in prior month calculations of biofuel and January soybean crush.
342	06/17/2021	Food Dollar Series	Data Product	N/A	On June 17, 2021, the Food dollar nominal data files were revised to correct the values reported in "million dollars" for 2008-19. No other data were affected.
341	06/09/2021	Trans Fat Levels Among U.S. Youth Fell From 1999 to 2010	Amber Waves article	N/A	On June 9, 2021, the source of this finding was revised to show that the correct date of the journal article upon which this finding was based is April 2020.
340	05/27/2021	ARMS Farm Financial and Crop Production Practices	Data Product	N/A	Due to a server failure, some data within the Tailored Reports: Farm Structure and Finance in the ARMS Farm Financial and Crop Production Practices data product were misreported as “NA” starting on or about April 21, 2021, through May 26, 2021. The issue was resolved on May 26, 2021, and the relevant data restored.
339	05/25/2021	Oil Crops Outlook: May 2021	Outlook	OCS-21e	On May 25, 2021, the Oil Crops Outlook Tables were reposted to fix a data transfer error. The peanut domestic food disappearance forecast for 2021/22, Table 7, Peanuts: U.S. supply and disappearance was updated. No other numbers or tables were affected by this error.
338	04/28/2021	FoodAPS National Household Food Acquisition and Purchase Survey	Data Product	N/A	On April 28, 2021, the Meals and Snacks data file and codebook were republished without the variables SNACKEVE1-7. The variables were removed following the discovery of a data processing error.
337	04/21/2021	Livestock, Dairy, and Poultry Outlook: April 2021	Outlook	LDP-M-322	On April 21, 2021, an error was corrected in the Beef/Cattle summary to resolve inconsistencies with the main text.
336	04/01/2021	Charts of Note, March 29, 2021	Charts of Note	N/A	On April 1, 2021, the title was revised to include nonoperator landlords. The text citing total rented farmland acreage owned by those residing within 200 miles of their farmland was corrected to 83 percent. No other data were affected.
335	03/29/2021	Food Availability (Per Capita) Data System	Data Product	N/A	On March 29, 2021, the Dairy (fluid milk, cream, and other products) Loss-Adjusted Food Availability files were updated to correct the retail weights for half and half, eggnog, total miscellaneous cheese, and total dairy products. No other data were affected.
334	03/26/2021	Dairy Data	Data Product	N/A	On March 26, 2021, corrections were made to two data sets: In “U.S. dairy situation at a glance,” corrections were made to the following data items: 2018 annual wholesale price for nonfat dry milk (Central and East); 2019 annual domestic commercial disappearance for American cheese, other-than-American cheese, and dry skim milk products; 2019 annual commercial exports of all products (m.e.-skim); and January 2021 domestic commercial disappearance of dry skim milk products. In “Commercial disappearance for dairy product categories,” corrections were made to January 2021 entries in the "Dry skim milk, monthly" worksheet. The following items were corrected: production of skim milk powder (SMP), production of dry skim milk for animal use, total supply, domestic commercial disappearance, and total commercial disappearance.
333	03/25/2021	Farm Income and Wealth Statistics	Data Product	N/A	On March 25, 2021, the General Documentation and the Documentation for the Farm Sector Financial Ratios pages in the Farm Income and Wealth Statistics data product were modified to correct formulas and associated text pertaining to value of production and production expenses. These corrections affect the documentation of the data product only, no reported data were affected.
332	03/25/2021	ARMS Farm Financial and Crop Production Practices	Data Product	N/A	On March 25, 2021, documentation supporting the ARMS Farm Financial and Crop Production Practices data product was revised to list the calibration targets that are used to align certain ARMS-based estimates with other published data—including aggregate farm numbers, the number of farms in different sales classes, and harvested acres/commodity production at the national level. No reported data were affected.
331	03/17/2021	Feed Grains Database	Data Product	N/A	On March 17, 2021, the Feed Grains Database was updated to correct the monthly feed and residual use of corn gluten feed and meal.
330	03/02/2021	State Export Data	Data Product	N/A	On March 2, 2021, Top 5 U.S. Agricultural Export Commodities by State: Fiscal year 2020 and Top 5 U.S. Agricultural Import Commodities by State: Fiscal year 2020 were revised to correct an error in the name of a product group category. The group has been renamed “Food preparations.” No other values in the data product were affected by the error.
329	02/24/2021	Season-Average Price Forecasts	Data Product	N/A	On February 24, 2021, the season-average price data product was revised to correct an error in the World Agricultural Supply and Demand Estimates comparison price for corn. No other data or tables were affected by this error.
328	02/23/2021	Economic and Food Security Impacts of Agricultural Input Reduction Under the European Union Green Deal’s Farm to Fork and Biodiversity Strategies	Publication	EB-30	On February 23, 2021, the Summary table was revised to correct errors that occurred in data transmission. No other components of the report were affected by the error.
327	02/18/2021	Livestock, Dairy, and Poultry Outlook: February 2021	Outlook	LDP-M-320	On February 18, 2021, errors were corrected in the charts for U.S. beef imports and U.S. beef exports, published in the Livestock, Dairy, and Poultry Outlook report for February 2021. No other components of the report were affected by the errors.
326	02/08/2021	Agricultural Market Access Under Tariff-Rate Quotas	Publication	ERR-279	On February 8, 2021, table 2 was revised to correct the over-quota rate for U.S. sugar. No other tables of the report were affected by the error.
325	01/29/2021	Cost Estimates of Foodborne Illnesses	Data Product	N/A	On January 29, 2021, the Vibrio other Excel file (calculated in 2013 dollars) was updated to correct the total cost of illness. No other data were affected.
324	01/21/2021	Vegetables and Pulses Outlook: December 2020	Outlook	VGS-365	On January 21, 2021, Figure 2 was revised to correct an error on the x-axis. The accompanying text was also revised and now states, “Interest in fresh-market cauliflower then fell off until per capita availability bottomed out at 1.2 pounds per person in 2012.” No other figures or tables of the report were affected by the error.
323	01/13/2021	Charts of Note, January 8, 2021	Charts of Note	N/A	On January 13, 2021, the charts on residence and intermediate farms were revised to correct the labels for “Median total income” and “Median off-farm income.”
322	01/06/2021	Agricultural Baseline Database	Data Product	N/A	On January 6, 2021, the Agricultural Baseline Database visualization tool and custom query app were updated to correct errors in data transfer for the category of U.S. eggs, hatching use. No other data or files were affected by this error.

Errata ID	Date added	Title	Content type	Report number	Description
321	12/30/2020	Agricultural Baseline Database	Data Product	N/A	On December 30, 2020, the Agricultural Baseline Database visualization tool and custom query app were updated to correct errors in data transfer for the category of U.S. egg exports. No other data or files were affected by this error.
320	12/11/2020	Charts of Note, December 9, 2020	Charts of Note	N/A	On December 11, 2020, text was updated to distinguish that preliminary data was used in the chart and that official November turkey weight data is forthcoming.
319	12/11/2020	Highlights From the Farm Income Forecast	Topic Page	N/A	On December 11, 2020, text that characterized the 2019-20F percent decline in median off-farm income was corrected to state: “As in previous years, many farm households rely on off-farm income—the median is forecast to decrease in 2020, down 1.2 percent to $67,950 from $68,750 in 2019.” This sentence appears in the web pages “Farm Household Income Forecast” and “Highlights From the Farm Income Forecast.” No statistics in data tables or charts were affected.
318	12/11/2020	America's Diverse Family Farms: 2020 Edition	Publication	EIB-220	On December 11, 2020, the landing page for the report America's Diverse Family Farms: 2020 Edition was revised to correct the share of production attributed to family farms in 2019 cited in the abstract. Family farms accounted for 86 percent of farm production in 2019. The report itself is unaffected by this change.
317	12/04/2020	In Recent Years, Most Expiring Land in the Conservation Reserve Program Returned to Crop Production	Amber Waves article	N/A	On December 4, 2020, the Amber Waves finding was revised. The share of land exiting USDA’s Conservation Reserve Program (CRP) that went into some form of crop production was corrected to 79 percent. The acreages shown in the figure were also updated to correct an undercounting of roughly 188 acres of land that exited CRP over the study period.
316	12/04/2020	Charts of Note, January 13, 2020	Charts of Note	N/A	On December 4, 2020, the Chart of Note was revised. The acreages shown in the figure were updated to correct an undercounting of roughly 188 acres of land that exited USDA’s Conservation Reserve Program over the study period.
315	12/04/2020	The Fate of Land in Expiring Conservation Reserve Program Contracts, 2013-16	Publication	EIB-215	On December 4, 2020, the acreage in expiring Conservation Reserve Program (CRP) contracts was corrected to 1.19 million in 2016. The share of land exiting CRP going into some form of crop production was corrected to 79 percent, and the share going into tree cover to 6 percent. The amount of land exiting general land that went to annual crops was changed to 56 percent, and land exiting continuous land that went to perennial specialty crops was corrected to 10 percent. The amount of tree-practice land that was the least likely to transition to some type of crop production (annual, specialty, or perennial forage crop use) after it exited the CRP was corrected to 18 percent. Lastly, the acreages shown in figure 7 were updated to correct an undercounting of roughly 188 acres of land that exited CRP over the study period. Data shown in table 1, appendix table 2, and appendix table 3 were also revised.
314	11/20/2020	Agricultural Baseline Database	Data Product	N/A	U.S. Livestock projections to 2030: On November 20, 2020, the Agricultural Baseline Database was updated to correct errors in data transfer for the file “U.S. Livestock projections to 2030.” The categories of supply, use, and price data were revised for variables in all animal product categories. No other files were affected by these errors. U.S. Feed Grains projections to 2030: On November 20, 2020, the Agricultural Baseline Database was updated to correct errors in data transfer for the file “U.S. Feed Grains projections to 2030.” A correction was made to the category of domestic use for sorghum, which did not properly aggregate data for the 2 categories of domestic use. No other data or files were affected by these errors.
313	10/30/2020	Charts of Note, September 14, 2020	Charts of Note	N/A	On October 30, 2020, the Chart of Note was revised to correct shares of land exiting the Conservation Reserve Program (CRP) by land use category. Land used for crop land was corrected to 79 percent. Land used for trees was corrected to 6 percent. No other values were affected.
312	10/28/2020	State Export Data	Data Product	N/A	On October 28, 2020, commodity information was reposted to correct errors for U.S. Agricultural Exports, Commodity detail by State: Calendar years 2000-2019. Information was reposted to correct an error in data transfer for state export totals in 2019 for NE and AR Corn, GA and KS Wheat, and MO Other Plant Products. The commodity rankings for Corn, Wheat, and Other Plant Products were amended to reflect the corrected figures. No other components were affected by this error.
311	10/09/2020	U.S. Agricultural Trade Data Update	Data Product	N/A	On October 9, 2020, Top 10 U.S. export markets for soybeans, corn, wheat, and cotton, by volume was reposted to correct an error in data transfer on the October update sheet. No other sheets in the file were affected by this error.
310	10/09/2020	U.S. Agricultural Trade Data Update	Data Product	N/A	On October 9, 2020, U.S. agricultural exports, year-to-date and current months was reposted to correct an error in data transfer on the October update sheet. No other sheets in the file were affected by this error.
309	09/17/2020	Statistical Supplement to Household Food Security in the United States 2018	Publication	AP-081	On September 17, 2020, Table S9 was revised to correct errors in row labels. Values in the table are unchanged but are now correctly labeled for 8 items from the food security questionnaire: Relied on few kinds of low cost food to feed children; Couldn’t feed child(ren) balanced meals; Child(ren) were not eating enough; Adult(s) cut size of meals or skipped meals; Respondent ate less than felt he/she should; Respondent hungry but didn’t eat because couldn’t afford; Respondent lost weight; Adult(s) did not eat for whole day.
308	09/17/2020	Statistical Supplement to Household Food Security in the United States 2017	Publication	AP-079	On September 17, 2020, Table S9 was revised to correct errors in row labels. Values in the table are unchanged but are now correctly labeled for 8 items from the food security questionnaire: Relied on few kinds of low cost food to feed children; Couldn’t feed child(ren) balanced meals; Child(ren) were not eating enough; Adult(s) cut size of meals or skipped meals; Respondent ate less than felt he/she should; Respondent hungry but didn’t eat because couldn’t afford; Respondent lost weight; Adult(s) did not eat for whole day.
307	09/16/2020	Statistical Supplement to Household Food Security in the United States 2016	Publication	AP-077	On September 17, 2020, Table S9 was revised to correct errors in row labels. Values in the table are unchanged but are now correctly labeled for 8 items from the food security questionnaire: Relied on few kinds of low cost food to feed children; Couldn’t feed child(ren) balanced meals; Child(ren) were not eating enough; Adult(s) cut size of meals or skipped meals; Respondent ate less than felt he/she should; Respondent hungry but didn’t eat because couldn’t afford; Respondent lost weight; Adult(s) did not eat for whole day.
306	09/17/2020	Statistical Supplement to Household Food Security in the United States 2015	Publication	AP-072	On September 17, 2020, Table S9 was revised to correct errors in row labels. Values in the table are unchanged but are now correctly labeled for 8 items from the food security questionnaire: Relied on few kinds of low cost food to feed children; Couldn’t feed child(ren) balanced meals; Child(ren) were not eating enough; Adult(s) cut size of meals or skipped meals; Respondent ate less than felt he/she should; Respondent hungry but didn’t eat because couldn’t afford; Respondent lost weight; Adult(s) did not eat for whole day.
305	09/17/2020	Statistical Supplement to Household Food Security in the United States 2014	Publication	AP-069	On September 17, 2020, Table S9 was revised to correct errors in row labels. Values in the table are unchanged but are now correctly labeled for 8 items from the food security questionnaire: Relied on few kinds of low cost food to feed children; Couldn’t feed child(ren) balanced meals; Child(ren) were not eating enough; Adult(s) cut size of meals or skipped meals; Respondent ate less than felt he/she should; Respondent hungry but didn’t eat because couldn’t afford; Respondent lost weight; Adult(s) did not eat for whole day.
304	09/17/2020	Statistical Supplement to Household Food Security in the United States 2013	Publication	AP-066	On September 17, 2020, Table S9 was revised to correct errors in row labels. Values in the table are unchanged but are now correctly labeled for 8 items from the food security questionnaire: Relied on few kinds of low cost food to feed children; Couldn’t feed child(ren) balanced meals; Child(ren) were not eating enough; Adult(s) cut size of meals or skipped meals; Respondent ate less than felt he/she should; Respondent hungry but didn’t eat because couldn’t afford; Respondent lost weight; Adult(s) did not eat for whole day.
303	09/17/2020	Statistical Supplement to Household Food Security in the United States 2012	Publication	AP-061	On September 17, 2020, Table S9 was revised to correct errors in row labels. Values in the table are unchanged but are now correctly labeled for 8 items from the food security questionnaire: Relied on few kinds of low cost food to feed children; Couldn’t feed child(ren) balanced meals; Child(ren) were not eating enough; Adult(s) cut size of meals or skipped meals; Respondent ate less than felt he/she should; Respondent hungry but didn’t eat because couldn’t afford; Respondent lost weight; Adult(s) did not eat for whole day.
302	09/15/2020	A Shift to Healthy Diets Likely to Affect Use of Natural Resources	Amber Waves article	N/A	On September 15, 2020, this article was revised to correctly identify the units for greenhouse gasses as metric tons throughout the article.
301	09/15/2020	Prevalence of very low food security, 2019	Charts	N/A	On September 15, 2020, the webpage was reposted to correct the page title. No other content was modified.
300	09/15/2020	Resource Requirements of Food Demand in the United States	Publication	ERR-273	On September 15, 2020, Resource Requirements of Food Demand in the United States was revised to correctly identify the units for greenhouse gasses as metric tons throughout the report.
299	09/10/2020	Food Environment Atlas	Data Product	N/A	On September 10, 2020, the Food Environment Atlas data files were reposted after duplicate county records were removed from the Local category. The two counties that had duplicate records were Chester, PA (FIPS code = 42029) and Mecklenburg, NC (FIPS code = 37119). No other values were affected.
298	09/04/2020	Charts of Note, August 31, 2020	Charts of Note	N/A	On September 4, 2020, this chart was reposted to correct a unit error in the y-axis label.
297	08/10/2020	Economic Viability of Industrial Hemp in the United States: A Review of State Pilot Programs	Publication	EIB-217	On August 10, 2020, Appendix B tables were updated to reflect that the reported 2018 greenhouse areas for Montana, Vermont, and West Virginia were not available (N/A) and the 2017 greenhouse area for Minnesota was also not available (N/A). Vermont processor numbers in 2016 were updated to 1 (grain), 3 (CBD), and 4 (total). Values in the associated charts and text were correct and are unchanged.
296	07/22/2020	Charts of Note, June 05, 2020	Charts of Note	N/A	On July 22, 2020, the Chart of Note on eating out expenditures in March 2020 was reposted with corrected data for February 2020 and March 2020 in both the text and graphic (chart). Food-at-home spending was corrected to 6.7 percent higher in February 2020 compared with February 2019 and to 19.3 percent higher in March 2020 compared with March 2019. Inflation-adjusted spending at eating-out establishments was corrected to 3.1 percent higher in February 2020 compared with February 2019 and to 28.3 percent lower in March 2020 compared with March 2019.
295	07/15/2020	Feed Grains Custom Query Database	Data Product	N/A	On July 15, 2020, the Feed Grains Database was reposted to correct an error in data transfer of the 2019/20 Q3 high fructose corn syrup (HFCS), glucose and dextrose, and starch data. No other variables were affected by this error.
294	07/09/2020	U.S. Agricultural Trade Data Update	Data Product	N/A	On July 9, 2020, Top 10 U.S. agricultural export markets for wheat, corn, soybeans, and cotton, by volume on the July update sheet was reposted to correct an error in data transfer. No other sheets in the file were affected by this error.
293	07/06/2020	U.S. Agricultural Trade Data Update	Data Product	N/A	On July 6, 2020, the May 2020 column in the U.S. agricultural trade table of the Latest U.S. Agricultural Trade Data was updated to correct an error in data transfer. No other columns or tables were affected by this error.
292	07/02/2020	Recent Trends in GE Adoption	Data Product	N/A	On July 2, 2020, ERS reposted the text summary that accompanies the data product “Adoption of Genetically Engineered Crops in the U.S.” to correct the percentage of acreage planted with HT (herbicide-tolerant) cotton in 2019 referenced in the summary. Values in the associated charts and data files were correct and are unchanged.
291	06/16/2020	Season Average Price Forecasts	Data Product	N/A	On June 16, 2020, the June 2020/21 Season Average Price forecasts for wheat, corn, soybeans, and cotton were reposted to correct coding errors. The 2020/21 Wheat Forecast Table 2 and cell D18 have an updated summarized price data. The 2020/21 Corn Forecast Tab has been updated to reflect a coding error potentially impacting the Effective Reference Price (ERP). The 2019/20 Soybeans Forecast Table 12 now contains the date of the most recent World Agricultural Supply and Demand Estimates (WASDE). The 2020/21 Cotton Forecast Table 7 and cell D18 have an updated summarized price. No other values were affected by these errors.
290	06/04/2020	Charts of Note, June 04, 2020	Charts of Note	N/A	On June 4, 2020, the Chart of Note on growth in pork sales to China was reposted to correct a unit error in the text. U.S. pork exports during first quarter 2020 were corrected to 2 billion pounds. Pork sales to China, including Hong Kong, were corrected to 597 million pounds. The original graph was accurate.
289	06/01/2020	Historical Forecasts	Data Page	N/A	The 2018/19 Historical Forecast for Wheat was updated on 5/28/2020 to correct a data entry error in Table 7, Futures forecast of season-average price received (SAP) and implied counter-cyclical payment rate by weekly forecast period, marketing year 2018/19. No other tables were affected by this error.
288	05/29/2020	Farmland Value	Topic Page	N/A	On May 29, text in the ERS page on Farmland Value (in the Land Use, Land Value & Tenure topic) was revised. The following sentence incorrectly identified 2019 rental rates in the Northeast and has been corrected to state: “Between 2018 and 2019, cropland rental rates increased the most in the Pacific (up 10.2 percent to $305 per acre), Northeast (up 6.2 percent to $87 per acre), and Southeast (up 2.9 percent to $88.50 per acre).” Values in the associated table were unchanged.
287	04/27/2020	Vegetables and Pulses Yearbook Tables	Data Product	N/A	Table 72, U.S. dry edible beans: Supply, availability, & price, farm weight, was reposted on April 27, 2020 to correct missing and misaligned data. No other tables of the Yearbook were affected by the error.
286	04/27/2020	The Food Assistance Landscape: FY 2018 Annual Report	Publication	EIB-207	On April 27, 2020, figure 7 on page 13 of this report, The Food Assistance Landscape: FY 2018 Annual Report, was revised so that the y-axis label correctly reads “Thousands of people.”
285	04/17/2020	Feed Outlook: April 2020	Outlook	FDS-20d	The Feed Outlook tables were reposted on April 16, 2020 to correct an error in the 2019/20 December-January feed and residual and ending stocks. No other components of the supply and use table were affected by the error.
284	04/17/2020	Feed Grains Database	Data Product	N/A	The Feed Grain database was reposted on April 16, 2020 to correct an error in the 2019/20 December-January feed and residual and ending stocks. No other components of the supply and use table were affected by the error.
283	04/17/2020	Feed Grains: Yearbook Tables	Data Product	N/A	The Feed Grain Yearbook tables were reposted on April 16, 2020 to correct an error in the 2019/20 December-January feed and residual and ending stocks. No other components of the supply and use table were affected by the error.
282	04/15/2020	Feed Grains Database	Data Product	N/A	On April 15, 2020 the Feed Grain database was re-posted after corrections were made to errors in the 2018 and 2019 hogs and total animal unit indices.
281	04/14/2020	Oil Crops Yearbook	Data Product	N/A	This data product was revised in April 2020 by correcting tables 5 and 8. The tables now include corrected data for the soybean oil total supplies and domestic disappearance for 2017/18 and 2018/19 and methyl ester disappearance for 2008/09 and 2009/10.
280	03/23/2020	Food Dollar Series	Data Product	N/A	On March 23, 2020, the ERS data product, Food Dollar Series, was revised to correct estimates of real (2009 prices) data for the years 2016-18. The revision corrects data in both the interactive application and in the downloadable data files (Excel and csv). Only real (2009 prices) data for the years 2016-18 were affected; the nominal data series remains unchanged.
279	03/17/2020	Foreign Agricultural Trade of the United States	Data Product	N/A	On March 16, 2020, trade balances for January through May of 2019 were corrected in the dataset, “Total value of U.S. agricultural trade and trade balance, monthly.
278	03/13/2020	America’s Diverse Family Farms: 2019 Edition	Publication	EIB-214	On March 13, 2020, the report America’s Diverse Family Farms: 2019 Edition was revised to correct an error in the chart and related text in the Government Payments and Federal Crop Insurance section. The bar chart on page 19 incorrectly identified the percent of Conservation Reserve Program (CRP) payments received by each of the farm types. The original chart reported the share of all conservation payments received by each farm type, and not the share of CRP payments. In effect, retirement, off-farm occupation, and low-sales farms received 75 percent of CRP payments in 2018, and not 49 percent as originally reported.
277	02/19/2020	Livestock, Dairy, and Poultry Outlook: December 2019	Outlook	N/A	On February 3, 2020, an error was corrected in a graph on U.S. broiler exports to China, published in the December 2019 Livestock, Dairy, and Poultry Outlook report. The original graph underrepresented U.S. broiler exports to China, although the corresponding written analysis was accurate.
276	02/12/2020	Charts of Note, September 27, 2019	Charts of Note	N/A	On February 11, 2020, a Chart of Note on U.S. production of ice cream and frozen yogurt, published on September 27, 2019, was corrected. Total U.S. production of ice cream and frozen yogurt was corrected from 6.2 billion pounds in 2018 to 6.4 billion pounds.
275	02/12/2020	Dairy Data	Data Product	N/A	On February 12, 2020, corrections were made to the data set “Supply and allocation of milk fat and skim solids by product (annual).” The following data entry errors have been corrected: 2018 milk-fat and skim-solids content of yogurt (nonfrozen), 2018 milk-fat content of milk production, and the 2016-18 skim-solids content of milk production. Other data items that are calculated from these listed data items have also been corrected.
274	01/16/2020	Meat Price Spreads	Data Product	N/A	On January 12, 2020, a correction was made to the data used to calculate December 2019's byproduct, net farm, and wholesale values for Choice beef. These in turn spawned modifications to the price spread calculations, and the averages for Q4 of 2019 and for 2019 annual values. In essence, the corrected value for December 2019 wholesale value of beef was revised downward by 28.9 cents, and the byproduct value was revised upward by 13.5 cents.

Errata ID	Date added	Title	Content type	Report number	Description
273	12/10/2019	ARMS Farm Financial and Crop Production Practices	Data Product	N/A	On December 10, 2019, the data product ARMS Farm Financial and Crop Production Practices was revised to correct an error in the calculation of average and median net farm income estimates for 2012-17 found in Tailored Reports: Farm Structure and Finance. Revised net farm income estimates impact all “subject” and “filter” selections for average and median net farm income, 2012-17. Estimates of U.S. average net farm income, for example, are revised downward by -4.5 to -8.8 percent across the 6 years, lowering these estimates by $1,858 to $4,409. The error was restricted to the underlying calculation of the net farm income variable alone; no other data values were affected within the income statement. However, net farm income is a component in the calculation of a subset of financial ratios also found in the tailored reports. Thus, the reported rate of return on assets, rate of return on equity, operating profit margin, and term debt coverage ratio estimates for 2012-17 are revised as well.
272	12/5/2019	Outlook for U.S. Agricultural Trade: November 2019	Outlook	AES-110	On December 4, 2019, the Reliability Tables were for fiscal year (FY) 2018 were replaced with Reliability Tables for FY 2019. The FY 2018 Reliability Tables were included in error. Additional grammatical corrections were also made.
271	11/21/2019	International Agricultural Productivity	Data Product	N/A	On November 21, 2019, the collection of data files in the International Agricultural Productivity data product were revised to correct an error in the reported gross agricultural output for "Ethiopia, former" for the years 2011-16. Estimates of 2011-16 agricultural output and derived total factor productivity were revised for "Ethiopia, former," and the regions of "SSA, Horn," "Africa, Sub-Sahara," "Developing Countries," "Low Income Countries," and "World." The charts available in the Summary Findings were also revised where needed; at the most aggregated level, for example, average annual global agricultural output growth over 2001-16 is now 2.45 percent, not 2.47 percent per year as originally reported.
270	11/6/2019	Agricultural Baseline Database	Data Product	N/A	On November 6, 2019, the upland cotton farm price units in the “cotton_to_2029.xls” file of the early release tables of the Agricultural Baseline Database were corrected to dollars per pound from previously stated cents per pound.
269	10/9/2019	Latest U.S. Agricultural Trade Data and Total value of U.S. agricultural trade and trade balance, monthly	Data Product	N/A	On Oct 9th, 2019, the export, import, and trade balance figures for August 2019 and the 2019 fiscal and calendar year-to-date figures were corrected. Previously the import and export figures for August 2019 were inverted, which resulted in an error for the fiscal and calendar year-to-date as well for 2019.
268	10/7/2019	Amber Waves Finding Article, New ARMS Online Data Tool Allows Users To More Easily Access, Analyze, and Compare Farm Statistics	Amber Waves Article	N/A	On October 7, 2019, the figure in the Amber Waves finding “New ARMS Online Data Tool Allows Users To More Easily Access, Analyze, and Compare Farm Statistics” was revised to correct the chart’s title and its data points for 2017.
267	10/7/2019	ARMS Farm Financial and Crop Production Practices	Data Product	N/A	On October 7, 2019, the documentation for the Agricultural Resource Management Survey (ARMS) Farm Financial and Crop Production Practices data product was reposted to correct an error in the table that described ARMS coverage by commodity and year. Reference year 2020 ARMS surveys are planned for corn, rice, and hogs.
266	9/20/2019	The Growing Corn Economies of Mexico and the United States	Publication	FDS-19F-01	On September 20, 2019, several corrections were made to the special outlook report entitled The Growing Corn Economies in Mexico and the United States. In the box entitled “Where is Corn Grown in Mexico and the United States?,” the legend in figure 2 was corrected, and the correct production data were entered into table 2.
265	9/3/2019	Farm Income and Wealth Statistics	Data Product	N/A	On September 3, 2019, the raw, comma separated value (csv) data file containing the complete forecast and historical data for the August 30, 2019, release of the Farm Income and Wealth Statistics data product was replaced. The original file contained errors in the 2019 forecast values for several balance sheet asset components (and as such affected 2019 assets, equity, and some financial ratios). The errors were specific to the creation of the csv download file and did not impact data found in the reports, text, or data visualizations.
264	8/26/2019	Charts of Note, 8/23/2019	Chart of Note	N/A	On August 26, 2019, the chart’s vertical axis labels were adjusted to accurately align with their corresponding horizontal lines.
263	8/14/2019	Feed Grains Database	Data Products	N/A	On August 14, 2019, the animal unit calculations for hogs in 2018-2019 in the Feed Grains Database were corrected and the total animal units for those years were revised accordingly.
262	8/5/2019	The Growing Corn Economies of Mexico and the United States	Publication	N/A	On August 5, 2019, the ERS report, “The Growing Corn Economies of Mexico and the United States,” was reposted to change its report number from OCS 19F-02 to FDS 19F-01.
261	8/2/2019	ARMS Farm Financial and Crop Production Practices	Data Product	N/A	On August 2, 2019, the data tool Tailored Reports: Farm Structure and Finance was corrected to address a programming error that incorrectly showed, as part of the bar graphs, the number of farms in the United States and each State. The programming error affected the graphics only and did not impact any data displayed in the tables or downloads.
260	7/17/2019	Feed Outlook	Publication	FDS-19g	On July 16, 2019, Table 5 in the July 2019 Feed Outlook report was corrected to fix a computational error causing values for 2018/19 quarterly HFCS, glucose and dextrose, starch, alcohol for fuel, alcohol for beverage and manufacturing, and cereals and other products to be off by a factor of 2. All values are now correct.
259	7/3/2019	Rural-Urban Commuting Area (RUCA) Codes	Data Product	N/A	On July 3, 2019, the Rural-Urban Commuting Area (RUCA) Codes data product was revised to correct a programming error affecting the 2010 secondary RUCA codes. The revision corrects the secondary codes of 10,909 of 74,002 census tracts. Secondary RUCA codes may be used to classify census tracts into rural and urban categories. The revised secondary codes result in an increase in the number of census tracts classified as rural. The 2010 primary RUCA codes are not affected by this revision.
258	6/26/2019	Conservation Practices With Greater Benefits to Farmers and Ranchers Have Higher EQIP Completion Rates	Amber Waves article	N/A	On June 26, 2019, the title of the Amber Waves finding “Lower Completion Rates for Conservation Practices Associated with Greater Onfarm, Private Benefits” was changed to “Conservation Practices With Greater Benefits to Farmers and Ranchers Have Higher EQIP Completion Rates” to more accurately reflect the content of the finding.
257	5/16/2019	Rice Outlook	Publication	RCS-19E	On May 16, 2019, the 2017/18 U.S. medium- and short-grain rice import estimate in Table 2 of the May Rice Outlook was revised to reflect corrected census data. The all-rice U.S. 2017/18 import estimate already reflected this correction.
256	5/14/2019	Meat Price Spreads	Data Product	N/A	On May 14, 2019, Choice beef, gross farm value, byproduct value, and the 5-market steer prices in the April 2019 Meat Price Spreads data product were corrected to reflect May 13, 2019, final release values published by the USDA Agricultural Marketing Service. The gross farm value, byproduct value, and 5-market steer prices are all 0.1 cent lower than previously reported.
255	5/06/2019	Meat Price Spreads	Meat Price Spreads	N/A	On May 6, 2019, 2019 Q1 data were corrected in the Meat Spreads Data product, ‘Choice beef values and spreads and the all-fresh retail value’ file, and the ‘Pork values and spreads’ file.
254	4/22/2019	Dairy Data	Data Product	N/A	On April 22, 2019, a data entry error in the file “Commercial disappearance for dairy product categories (monthly and annual),” specifically in the “Lactose, monthly” worksheet for July 2018, was corrected.
253	4/8/2019	Charts of Note, 4/4/2019	Chart of Note	N/A	On April 4, 2019, the final sentence in the text of the Chart of Note “Food safety actions by the produce industry and commercial buyers have moved food safety practices forward” was corrected so that the date of its related ERS report was properly stated as April 2019.
252	4/2/2019	Beginning, Socially Disadvantaged, and Veteran Farmers and Ranchers	Topic Page	N/A	On April 2, 2019, the "Beginning, Socially Disadvantaged, and Veteran Farmers and Ranchers" webpage from the "Agriculture Improvement Act of 2018: Highlights and Implications" series was revised to clarify language about the structure of the Farming Opportunities Training and Outreach Program and to correct statements about the allocation of funds to that program and about set-aside provisions for that funding.
251	3/29/2019	Commodity Costs and Returns	Data Product	N/A	On March 29, 2019, the Recent Costs and Returns: Corn data file was revised to correct a weighting error in corn cost and return data for the U.S. and all regions for 2016 and 2017. U.S. and regional data in other years were unaffected by the error.
250	3/28/2019	Poultry Sector at a Glance	Topic page	N/A	On March 28, 2019, the egg export and disappearance data for 2007-12 on the Poultry Sector at a Glance web page were corrected to reflect a change in the calculation for converting egg products to shell-egg equivalents. Data from 2013 onward already reflected these changes. Additionally, a few data points for broiler, turkey, and egg benchmark prices were corrected due to calculation and rounding errors.
249	3/25/2019	Estimated Effects of the Tax Cuts and Jobs Act on Farms and Farm Households	Publication	ERR-252	On March 25, 2019, the report Estimated Effects of the Tax Cuts and Jobs Act on Farms and Farm Households (ERR-252, June 2018) was reposted to correct the simulated effective tax rate under the 2017 Tax Cuts and Jobs Act (TCJA) for very large farms. The corrected rate—31.2 percent—was applied to the underlying data for the report summary chart, table 5, and the calculated difference between the simulated TCJA rate and the effective tax rate under the previous law. The associated text referencing the absolute rate was also revised.
248	3/19/2019	Charts of Note, 3/18/2019	Chart of Note	N/A	On March 19, 2019, the legend of the Chart of Note “Greenhouse tomato production spans most U.S. States” was corrected so that the second lowest category is properly listed as “100,000 pounds to 500,000 pounds.”
247	3/18/2019	Beginning, Socially Disadvantaged, and Veteran Farmers and Ranchers	Topic page	N/A	On March 18, 2019, the "Beginning, Socially Disadvantaged, and Veteran Farmers and Ranchers" webpage from the "Agriculture Improvement Act of 2018: Highlights and Implications" series was revised to clarify language about farm loans and to correct a statement about USDA Farm Loan Guarantees. The previous statement that the 2018 Farm Act included provisions to waive fees for guaranteed loans for beginning and socially disadvantaged farmers was incorrect and has been removed.
246	3/8/2019	Livestock and Meat Domestic Data	Data product	N/A	On March 8, 2019, the Livestock & Meat Domestic Data page was revised to correct the NEW-Recent and historical (pivot tables & machine readable sheet) file. The year-to-date totals for 2017 and 2018 were incorrect for all commodities and therefore those totals were removed, leaving only the monthly data.
245	2/25/2019	Specialty Crops	Topic page	N/A	On February 25, 2019, the Specialty Crops page was revised to add a link to a newly posted Farm Bill page and to remove a reference to 2014 Act funding levels for the Local Agriculture Market Program’s (LAMP) component programs.
244	2/19/2019	Rice Outlook: February 2019	Publication	RCS-19B	On February 19, 2019, the February Rice Outlook report was revised: In Table 9, Thailand's December 2018 and January 2019 prices are correctly revised. Thailand's prices were not reported for the first week of February 2019.
243	2/15/2019	Agricultural Research Funding in the Public and Private Sectors	Data product	N/A	On February 15, 2019, the data product Agricultural Research Funding in the Public and Private Sectors was reposted to correct an issue with how the data series Total private food and agricultural research was adjusted to avoid double counting in combining private agricultural input research data with private food research data. In the previous version, the adjustment for double counting in computing the total was based on a slightly older estimate of agricultural input research; the component data for private agricultural input research and private food research were correct and current (and are unchanged). The changes in the series Total private food and agricultural research for any given year range from -1.4 percent to 1.4 percent, with a mean change over the entire period (1970-2014) of 0.01 percent.
242	2/6/2019	Charts and Maps of U.S. Farm Balance Sheet Data	Data product	N/A	On February 6, 2019, the data visualization Charts and Maps of U.S. Farm Balance Sheet Data—a component of the Farm Income and Wealth Statistics data product—was reposted to correct a programming error in the “Farm debt: by lender” tab. The previous version of the visualization displayed real estate debt regardless of the user’s selection between debt types (real estate or nonreal estate).
241	2/5/2019	Food Expenditure Series	Data Product	N/A	On February 5, 2019, the Food Expenditure Series table “Food expenditures by final purchaser, from previously published estimates” was corrected for 2 mislabeled columns. The data in the columns labeled Government and Home production were reversed; the data column labels now match the data correctly.

Errata ID	Date added	Title	Content type	Report number	Description
240	12/19/2018	Rice Outlook: December 2018	Outlook	RCS-18L	On December 19, 2018, the December Rice Outlook report was revised: in table 11, December 2018 forecasts for Vietnam exports were revised downward, as were December 2019 exports forecast for Thailand.
239	12/18/2018	Livestock, Dairy, and Poultry Outlook: December 2018	Outlook	LDP-M-294	On December 18, 2018, the vertical axis unit in the chart “Turkey eggs in incubators on 1st of month” on page 19 of the Livestock, Dairy, and Poultry December Outlook report was corrected to “Thousand eggs in incubators.” No data were affected.
238	12/12/2018	ARMS Farm Financial and Crop Production Practices	Data product	N/A	On December 12, 2018, the ARMS Farm Financial and Crop Production Practices product was revised to correct a test for excessive statistical noise in the Tailored Reports: Farm Structure and Finance data. Previous versions of the webtool were incorrectly programmed and prevented the release of many acceptable estimates; no changes to previously released estimates were made.
237	11/9/2018	Commodity Costs and Returns	Data product	N/A	On October 2, 2018, incorrect milk cost and return data for the Southern Seaboard region were posted for 2017 in the ERS topic page Commodity Costs and Returns. On October 12, 2018, incorrect milk feed cost data for the Southern Seaboard region were posted for 2011-15 in the ERS topic page Commodity Costs and Returns. The U.S. average and other regional estimates were unaffected by these errors. The data have been revised and new files have been posted.
236	10/15/2018	Tillage Intensity and Conservation Cropping in the United States	Publication	EIB-197	On October 12, 2018, the report Tillage Intensity and Conservation Cropping in the United States was reposted to correct for coding errors that resulted in the miscalculation of some estimates for conservation cropping, cover crops, and other practices that affect crop residue. Specifically, Figure 3, Figure 4, Table 1a, and Table 1b have been replaced. Conforming changes have been made in the text on pages 6, 9, 10, 11, 12, and 18. The largest changes are an increase in cover crop acreage for corn (2016) and cotton (2015) and an increase in conservation cropping for wheat (2017). Acreages for tillage types in Tables 1a and 1b are lower because observations with less than 4 years of crop and tillage data were inadvertently included (but have now been excluded). All changes are restricted to figures, tables, and text that rely on ARMS cropping and tillage history data.
235	10/12/2018	Commodity Costs and Returns	Data product	N/A	On October 2, 2018, incorrect milk cost and return data for the Southern Seaboard region were posted for 2017 in the ERS topic page Commodity Costs and Returns. The U.S. average and other regional estimates were unaffected by this error. The data have been revised and new files have been posted.
234	9/14/2018	Dairy Data	Data product	N/A	Due to a data entry error, the “Commercial disappearance for dairy product categories (monthly and annual) data product had incorrect numbers in the “Butter, monthly” worksheet for July 2018 beginning commercial stocks, domestic commercial disappearance, and total commercial disappearance. The “U.S. dairy situation at a glance (monthly and annual)” data product also had an incorrect number for domestic commercial disappearance for butter. These figures have been updated on September 14, 2018 with the correct data.
233	9/4/2018	2018 Farm Sector Income Forecast	Topic page	N/A	On September 4, 2018, the last sentence in the final bullet point under "Summary Findings" on the page 2018 Farm Sector Income Forecast was corrected to read, "Total farm sector return on assets in 2018 is expected to be 2.32, the fourth lowest level since 1990 and well below the 1990-2018 average of 7.12."
232	8/28/2018	Impacts of the 2014-2015 Highly Pathogenic Avian Influenza Outbreak on the U.S. Poultry Sector	Publication	LDPM-282-02	On August 28, 2018, the report Impacts of the 2014-2015 Highly Pathogenic Avian Influenza Outbreak on the U.S. Poultry Sector was reposted to correct the title on figure 5, from “poultry production indices” to “poultry export indices.” No data were updated.
231	7/30/2018	State Export Data	Data product	N/A	On July 30, 2018, State Export Data were reposted to correct for a processing error in source data that omitted production data for potatoes in Alaska and Maine in 2015 and 2016. The State Fact Sheets were also reposted to reflect updated exports data.
230	7/26/2018	Current Indicators of Farm Sector Financial Health	Amber Waves article	N/A	On July 26, 2018, the Amber Waves article “Current Indicators of Farm Sector Financial Health” was reposted to correct data for farm sector net cash income in the first sentence of the fourth paragraph. The first chart was also corrected.
229	7/18/2018	Wheat Outlook: July 2018	Publication	WHS-18G	On July 18, 2018, the July Wheat Outlook report was reposted to replace the June Outlook tables, which were erroneously published in the report, with the July Outlook tables.
228	7/17/2018	Farm Income and Wealth Statistics	Data Product	N/A	On July 17, 2018, ERS revised data in the product Farm Income and Wealth Statistics to correct an omission of production data for potatoes in Alaska and Maine in 2015 and 2016, and a data processing error with 2016 State-level conservation payments. Including the potato production data increases U.S. potato and total cash receipts $60.3 million in 2015 and $152.9 million in 2016 and increases the value of the crop inventory adjustment $10.3 million in 2015. Other data or reports containing these variables are likewise revised. Overall, U.S. net farm income and net cash farm income were revised upward less than 0.3 percent in 2015 and 2016. To correct the data processing error – which incorrectly assigned some conservation program payments to certain States but did not affect national totals - data and reports including State-level direct government program payments were revised. All U.S. forecasts (for 2017 and 2018) that were released in February 2018 are unchanged. ERS products that relied on corrected data were also revised: State Fact Sheets, Charting the Essentials, and charts in the Farm Sector Income & Finances topic page (including Charts and Maps of U.S. Farm Income and Finances Data).
227	6/25/2018	Fruit and Vegetable Prices	Data Product	N/A	On June 25, 2018, ERS revised four tables (grapefruit, grapes, oranges, and pineapples) in the Fruit and Vegetable Prices data product to correct an error in ready-to-drink juice prices; total dollars spent was incorrectly switched with total pints purchased in calculating average retail price.
226	5/30/2018	Charts of Note, 5/30/2018	Chart of Note	N/A	On May 30, 2018, the Chart of Note article “Public spending on agricultural R&D by high-income countries grew after 1960, but is now in decline” was reposted to correct an error in the third sentence, which cited the spending peak as $18.7 billion instead of $18.6 billion.
225	5/29/2018	Charts of Note, 5/29/2018	Chart of Note	N/A	On May 29, 2018, the Chart of Note article “Rural economies depend on different industries” was reposted to correct the industry classification of a few counties and, in the legend, show the number of rural counties only, instead of all counties.
224	5/24/2018	Sugar and Sweeteners Outlook: May 2018	Publication	SSSM-357	On May 24, 2018, the May 2018 Sugar and Sweeteners Outlook report was reposted to correctly identify, on page 20, India as the largest foreign source of honey in 2017.
223	5/16/2018	Oil Crops Outlook: May 2018	Publication	OCS-18E	On May 16, 2018, the May 2018 Oil Crops Outlook report (OCS-18E) was reposted to correct the 2018/19 planted and harvested acreages and yield for peanuts in table 7. The correct figures are 1,537 and 1,475 (1,000 acres) and 4,149 (pounds per acre).
222	5/15/2018	Economic Effects and Responses to Changes in Honey Bee Health	Publication	ERR-246	On May 15, 2018, the report Economic Effects and Responses to Changes in Honey Bee Health was revised to correct the following errors: Table 1 real honey price was incorrectly stated as being in terms of dollars per pound and is corrected to read “(cents/pound).” The Figure 1 title was corrected to read: “U.S. honey bee colonies since 1982.”
221	5/7/2018	U.S. Bioenergy Statistics	Data Product	N/A	On May 7, 2018, Table 3 of the U.S. Bioenergy Statistics data product was reposted to correctly label row 452 as “Mar-18.”
220	4/18/2018	Rice Outlook: April 2018	Publication	RCS-18D	On April 18, 2018, the April Rice Outlook report was reposted to correct the following errors: Global rice trade reported in the second paragraph on page 6 was corrected as 48.6 million tons, and the 2018 global import forecast reported at the top of page 7 was also corrected to read 48.6 million tons (estimates previously reported were marketing year, instead of calendar year). Vietnam’s quoted price reported in the first paragraph on page 10 was corrected to $430 per ton.
219	4/17/2018	Feed Outlook: April 2018	Publication	FDS-18D	On April 17, 2018 the April 2018 Feed Outlook report was reposted to correct the price range for barley reported in the fourth paragraph on page 7. The correct price range is $4.30 to $4.70 per bushel.
218	4/12/2018	Meat Price Spreads	Data Product	N/A	On April 12, 2018, the "Summary of Retail Prices and Price Spreads" file in the Meat Price Spreads data product was reposted to correctly update the price index data reported in rows 22-27.
217	4/9/2018	Vegetables and Pulses Yearbook Tables	Data Product	N/A	On April 9, 2018, Table 6 in the 2018 Vegetables and Pulses Yearbook "General" file was reposted to correct errors in the 2008-2017 production estimates of fresh market vegetables and processing vegetables.
216	3/12/2018	Food Environment Atlas	Data Product	N/A	On March 12, 2018, ERS revised five indicators on the Food Environment Atlas for five counties in South Dakota (Pennington, Perkins, Potter, Roberts, and Sanborn). These indicators are SNAP benefits per capita 2010, SNAP benefits per capita 2015, percent change in SNAP benefits per capita 2010-2015, farmers' markets per 1,000 population 2016, and percent change in farmers' markets per 1,000 population 2009-2016. These indicators used the wrong population estimates in the denominator for the five counties.
215	3/9/2018	Atlas of Rural and Small-Town America	Data Product	N/A	On March 9, 2018, the Atlas of Rural and Small-Town America was reposted to update the variables that were identified as using the American Community Survey (ACS) 5-year average for 2012-16, under the map tabs for Jobs (4 mapped variables), People (13 variables), Veterans (all variables), and County Classifications (1 variable). Due to a programming error, these variables used the 2011-15 ACS and not the latest (2012-16) estimates. ACS-based variables under the Income tab were not affected, and those data are unchanged. The two files that provide raw data for download (in Excel and in a zipped file of CSV format) were also not affected.
214	2/14/2018	Meat Price Spreads	Data Product	N/A	On February 14, 2018, the “Summary of Retail Price Spreads” file in the Meat Price Spreads data product was reposted to correct an error in the January 2018 estimates of retail-to-consumer price spreads for turkeys and eggs. The correct values are 51.6 cents and 49.9 cents, respectively.
213	1/19/2018	Feed Outlook: January 2018	Publication	FDS-18A	On January 19, 2018, the Feed Outlook report was reposted to correct the quarterly data for Marketing Year 2016/17 reported in Table 5. Each component of food, seed, and industrial use, as well as the total, was revised to align with the appropriate quarter. The Marketing Year totals for 2016/17 were not changed. Corresponding data were also revised in the Feedgrains database and the Feedgrains Yearbook tables.
212	1/18/2018	Rice Outlook: January 2018	Publication	RCS-18A	On January 18, 2018, the Rice Outlook report was reposted to correct the sentence on page 5 (the last sentence before the subheading) that describes the medium- and short-grain ending stocks forecast. The correct description is “The 2017/18 medium- and short-grain ending stocks forecast was lowered 1.7 million cwt to 9.3 million cwt, down 19 percent from a year earlier.”
211	1/18/2018	Charts of Note, 1/18/18	Chart of Note	N/A	On January 18, 2018, the Chart of Note article “Intellectual property rights for new plant varieties have expanded” was reposted to correct a mislabeling in the chart’s legend.

Errata ID	Date added	Title	Content type	Report number	Description
210	12/19/2017	International Macroeconomic Data Set	Data Product	N/A	On December 19, 2017, the spreadsheet files “Real GDP (2010 dollars) Projections” and “Real GDP (2010) Historical” were reposted to correct the 2016 growth rate reported for the U.S., along with the growth rates reported for the income-based country aggregates that include the United States (rows 12, 14, 234, 235).
209	12/19/2017	Rice Outlook: December 2017	Publication	RCS-17L	On December 15, the December 2017 Rice Outlook was reposted to correct the title of Map 2 (page 5) to read, “Changes in production forecast from marketing years 2016/17 to 2017/18, December 2017.”
208	12/13/2017	State Export Data	Data Product	N/A	On December 13, 2017, the State Export Data product files “U.S. Agricultural Exports, Commodity detail by State [New series]: Calendar years 2000-2016” and “U.S. Agricultural Exports, State detail by commodity [New series]: Calendar years 2000-2016” were reposted to correct the inadvertent omission of Michigan as an exporter of “Other Plant Products” in 2016. This led to minor adjustments in the 2016 estimates of “Other Plant Product” exports across the remaining States, as well as adjustments in the State-level estimates for “Plant Products” and “Total Exports.” Neither the total export values for the “Other Plant Products” and “Plant Products” categories nor State estimates for any other products categories were affected by this change.
207	12/11/2017	International Macroeconomic Data Set	Data Product	N/A	On December 11, 2017, the spreadsheet files, “Real GDP (2010 dollars) Projections” and “Real GDP (2010) Historical,” were reposted to correct the growth rates reported for the year 2016. In addition, the spreadsheet file, “GDP Deflators (2010 base) Historical,” was reposted to correct the growth rates reported for the income-based country aggregates (rows 233-240).
206	12/7/2017	Outlook for U.S. Agricultural Trade: November 2017	Publication	AES-102	On December 7, 2017, the November 2017 Outlook for U.S. Agricultural Trade was reposted to correct the 2017 estimate of U.S. coarse grain exports reported in Table 3. The correct estimate is $10.786 billion.
205	11/24/2017	Charts of Note, 11/24/17	Chart of Note	N/A	On November 24, 2017, the Chart of Note article “Cropland is shifting to larger farms, even as average size changes little” was reposted to correct a mislabeling in the chart’s legend.
204	11/20/2017	Charts of Note, 11/20/17	Chart of Note	N/A	On November 20, 2017, the text of this Chart of Note was corrected to reflect that butter, sugar, and pie pumpkins were more expensive in September 2017 compared to September 2016, and flour and egg prices were lower.
203	11/3/2017	Rice Yearbook	Data product	N/A	On November 3, 2017, Table 4 (State and U.S. rice production by class, 2003 to present) in the 2017 Rice Yearbook was reposted to correct an error in the Long Grain Production by State totals for 2016. The State and U.S all-rice totals were not affected by this error.
202	10/30/2017	Agricultural Act of 2014: Highlights and Implications (Conservation)	Research spotlight	N/A	On October 30, 2017, the “Average annual spending for Agricultural Conservation Easement Program and predecessor programs” chart on the Agricultural Act of 2014 Conservation webpage was reposted to correct the vertical axis label.
201	10/25/2017	Rural Manufacturing Survival and Its Role in the Rural Economy	Amber Waves article	N/A	On October 25, 2017, the Amber Waves article “Rural Manufacturing Survival and Its Role in the Rural Economy” was reposted to correct issues in the second and third paragraphs. The decade of the manufacturing sector’s employment share decline commencing was corrected from the 1950s to the 1940s.
200	10/10/2017	Amber Waves magazine	Amber Waves magazine	N/A	On October 10, 2017, the calendar description for the October issue of Amber Waves magazine was revised to remove an entry for farm taxes.
199	8/28/2017	Commodity Costs and Returns	Data product	N/A	On August 28, 2017, the Commodity Costs and Returns data product file “Prairie Gateway: 1998-2003, 2004-08, 2009-16” under the heading “Recent Costs and Returns: Milk” was reposted to include the updated data for 2016.
198	8/22/2017	Feed Outlook: August 2017	Outlook	FDS-17h	On August 22, 2017, the August 2017 Feed Outlook report was reposted to correct the 2017/18 season-average price range reported for corn on page 5. The correct price range is $2.90 to $3.70 per bushel.
197	8/10/2017	Understanding Irrigated Agriculture	Amber Waves article	N/A	On August 10, 2017, the Amber Waves article “Understanding Irrigated Agriculture” was reposted to correct a double-labeling issue in figures 2 and 3.
196	5/31/2017	County Typology Codes	Data product	N/A	On May 31, 2017, the ERS 2015 County Typology Codes (non-overlapping economic types only) were revised for six counties to correct a coding error. The revised classifications are as follows: Pendleton, KY (Mining-dependent); Alger, MI (Government-dependent); Hickory, MO (Recreation); Washington, RI (Government-dependent); Leon, TX (Mining-dependent); and Tucker, WV (Government-dependent). The corrected codes are reflected in the derivative products where data and maps appear: Atlas of Rural and Small Town America (data product), Rural America At A Glance, 2016 Edition (EIB-162), Selected charts from Ag and Food Statistics: Charting the Essentials, 2017 (AP-075), Amber Waves, and Charts of Note.
195	5/24/2017	Commodity Costs and Returns	Data Product	N/A	On May 24, 2017, the milk cost and return estimates for 2013 and 2014 in the U.S. and Fruitful Rim were reposted to correct an error in the purchased feed costs used to construct these estimates. The error was due to revisions in the dairy feed price data that were not incorporated in the index used to reflect 2013 and 2014 prices. These updates are now reflected in the 2013 and 2014 milk cost and return estimates.
194	5/24/2017	Milk Cost of Production Estimates	Data Product	N/A	On May 24, 2017, milk cost and return estimates for 2013 and 2014 in the files, “Milk cost of production by State” and “Milk cost of production by size of operation” were reposted to correct an error in the purchased feed costs used to construct these estimates. The error was due to revisions in the dairy feed price data that were not incorporated in the index used to reflect 2013 and 2014 prices. These updates are now reflected in the 2013 and 2014 milk cost of production estimates.
193	5/12/2017	Charts of Note, 5/10/17	Charts of Note	N/A	On May 12, 2017, three numbers in the text of this Chart of Note were revised to correct for erroneous double counting during the indicated 3-hour time period. The corrected percentages are 59 percent reported primary eating and drinking between 5:00 and 7:59 pm, 50 percent between 11:00 am and 1:59 pm, and 34 percent between 7:00 and 9:59 am in 2015.
192	4/26/2017	Fruit and Tree Nuts Outlook: April 2017	Publication	FTS-364	On April 26, 2017, the April 2017 Fruit and Tree Nuts Outlook report was reposted to clarify, on page 13, that the increase in Florida tangerine production reported for the 2016/17 season is largely attributable to a change in the way USDA/NASS reports tangerine production, which beginning in the 2016/17 season includes Royal tangerines (previously reported as Temple oranges) and tangelos in the total.
191	4/21/2017	Charts of Note, 3/29/17	Charts of Note	N/A	On April 21, 2017, the axis and text of this Chart of Note were revised so that the production units were correctly listed as million tons.
190	3/29/2017	Charts of Note, 3/29/17	Charts of Note	N/A	On March 29, 2017, the title of this Chart of Note was revised so that it correctly references India as the world’s largest dairy producer.
189	3/17/2017	Sugar and Sweeteners Outlook: March 2017	Publication	SSSM-343	On March 17, 2017, the March 2017 Sugar and Sweeteners Outlook was reposted to correct the data for 2014/15 and 2015/16 “Domestic production,” “Miscellaneous deliveries,” and “Stocks-to-use ratio” reported for the beet sugar and cane sugar balances in Table 3.
188	3/10/2017	Livestock and Meat International Trade Data	Data Product	N/A	On March 10, 2017, the monthly and annual files in the Livestock and Meat International Trade Data product for “Beef and Veal” and “Meat and Livestock,” as well as the zipped CSV files for “Livestock and Meat,” were reposted to correct errors that resulted from the omission of several recently added Harmonized Trade System (HTS) codes from the commodity aggregations.
187	3/10/2017	The Role of Fossil Fuels in the U.S. Food System and the American Diet	Publication	ERR-224	On March 10, 2017, ERS corrected a few errors made in the calculation of data reported in Figure 14 (p. 32) and in the calories columns in Table 5 (p. 34). References to these data were updated in the text on pages 31-33 and p. 42. Also, a superscript on q on p. 89 was changed from a 1 to 0.
186	3/8/2017	Farm Income and Wealth Statistics	Data product	N/A	On March 8, 2017, the Excel file “U.S. farm sector financial indicators, 2011-2017F” was reposted to include estimates of farm debt by lender that were inadvertently labeled as NA in 2014 and 2015.
185	3/8/2017	Ag and Food Statistics: Charting the Essentials	Data product	N/A	On March 8, 2017, the chart “Distribution of farms and value of production varies by farm type” was reposted to correct a programming error that misrepresented the share of production attributable to each ERS farm type. A note to the chart was also added that clarifies that the analysis by size is for family farms.
184	3/2/2017	The Influence of Income and Prices on Global Dietary Patterns by Country, Age, and Gender	Publication	ERR-225	On March 2, 2017, the report The Influence of Income and Prices on Global Dietary Patterns by Country, Age, and Gender was revised to correct a regional country grouping covering Central and Eastern Europe and Central Asia. All references to this country grouping inaccurately defined as the “Former Soviet Union (FSU)” were changed to “Former Centrally Planned economies (FCP).”
183	2/22/2017	Entire Report	Publication	OCE-2017-1	On February 22, 2017, the report USDA Agricultural Projections to 2026 was reposted to make corrections to Table 3 (Population growth assumptions) . Population in 2016 and population growth assumptions were corrected for the following subcategories under Latin America: Caribbean and Central America, South America, Argentina, Brazil, and Other.
182	2/22/2017	Feed Outlook: February 2017	Publication	FDS-17B	On February 22, 2017, the February 2017 Feed Outlook report was reposted to correct an error on page 2 and in Table 2 that erroneously projected grain consuming animal units (GCAUs) for 2016/17 as 96.0 million units. The correct value is 95.8 million units. This has been corrected on page 2 of the narrative and in Table 2 on page 16.
181	2/21/2017	Rice Outlook: February 2017	Publication	RCS-17B	On February 21, 2017, the workbook Table 8 with the February 2017 Rice Outlook was reposted to correct an error in the values reported for “Rest of Asia, Oceania, and Middle East” for the periods “2015/16 through Feb. 4, 2016” and “2016/17 through Feb. 3, 2017.” The original table reported the totals of the category, instead of the individual values for Rest of Asia, Oceania, and the Middle East.
180	2/21/2017	FoodAPS National Household Food Acquisition and Purchase Survey	Data product	N/A	On February 21, 2017, the Food-Away-From-Home (FAFH) Nutrient data file and codebook were reposted to reflect the reclassification of 19 records in the FOODGROUP variable and the addition of a description for the variable FLUIDOZGRAMS in the codebook. The Household codebook was also reposted with revised descriptions for the variables INCHHREPORTED, INCFAMREPORTED, and JOBCHANGE, but note that the corresponding data file did not change.
179	2/17/2017	U.S. Trends in Food Availability and a Dietary Assessment of Loss-Adjusted Food Availability, 1970-2014	Publication	EIB-166	On February 17, ERS made corrections to three column heading labels in table 8, pages 22-23. In the first section of the table, on page 22, the first column heading under the column “Change, 1970 to 2014” was changed from “Pounds per year” to “Gallons per year.” In the last row of column headings on page 23 (labeling the “Total milk and milk products” row), the first column heading “Pounds per person” was changed to “Pounds per person per year” and, next to that, the second column heading “Pounds” was changed to “Pounds per year.”
178	2/16/2017	Meat Price Spreads	Data product	N/A	On February 16, 2017, Table 3 in the file “Retail prices for beef, pork, poultry cuts, eggs, and dairy products” in the Meat Price Spreads data product was reposted to correct for the fact that all listed prices were for the previous month, not the actual month. The file has been updated so that the reported prices match the appropriate month.
177	2/13/2017	Dairy Data	Data product	N/A	On February 13, 2017, the Dairy Data file, “Commercial disappearance for dairy product categories (monthly)” was reposted to correct errors in the December 2016 estimates of nonfat dry milk production and nonfat dry milk and skim milk powder commercial disappearance. The errors affected the monthly worksheets “NDM and SMP , monthly” and “NDM and SMP, annual.” The data for commercial disappearance of nonfat dry milk and skim milk powder were also corrected and reposted in the “U.S. dairy at a glance (monthly)” file.
176	1/26/2017	USDA Microloans for Farmers: Participation Patterns and Effects of Outreach	Publication	ERR-222	On January 18, 2017 in the report USDA Microloans for Farmers: Participation Patterns and Effects of Outreach the axis label for the second-to-last category of the figure in the report’s Summary, as well as in Figure 2, was corrected to read “Overlap: beginning farmer and SDA.”
175	1/19/2017	Meat Price Spreads	Data product	N/A	On January 19, Table 3 in the file “Retail prices for beef, pork, poultry cuts, eggs, and dairy products” was reposted to correct the December 2016 estimates for “Milk, fresh, whole, fortified-gal.,” “Cheddar cheese, natural,” and “Ice cream, pre-packaged.” All of the other data in the file are the same as originally posted on January 18, 2017.
175	1/18/2017	FoodAPS National Household Food Acquisition and Purchase Survey	Data product	N/A	On January 18, 2017, a revised FoodAPS individual-level public use file was reposted to correct a small number of variables that were incorrect due to a data processing error. Twelve variables that identify an income source (with corresponding flags for imputed values), affecting two records each, were revised. The other corrected variables are RELATION_R, MARITAL, SPOUSEHHMEM, AGE_R, EDUCCAT, YEARSRESIDENCE, INITINTRVMON, INITFINALDAYS, FAMMEMBER, ANYINCOMEIND, and EMPLOYMENT, affecting 34 to 150 records each. Preliminary analyses indicate that this would likely have a minimal effect on analyses from the original file. The corresponding codebook was not affected.

Errata ID	Date added	Title	Content type	Report number	Description
174	12/21/2016	Rural America at a Glance, 2016 Edition	Publication	EIB-162	On December 21, 2016, Rural America at a Glance, 2016 Edition was reposted to correct the classifications of some counties in the map.
173	12/15/2016	Using the ERS County Economic Types To Explore Demographic and Economic Trends in Rural Areas	Amber Waves article	N/A	On December 15, 2016 a correction was made to a chart in the Amber Waves article “Using the ERS County Economic Types To Explore Demographic and Economic Trends in Rural Areas.” In the chart “Rural median household incomes were highest in recreation counties,” the correction fixes the colors for the lines corresponding to recreation counties and Government dependent counties, which were inadvertently reversed.
172	10/25/2016	Pumpkins: Background & Statistics	Web page	N/A	On October 25, the first paragraph of this page was amended to clarify that 753.8 million pounds of pumpkin production represents the total of the six leading States—not the entire United States.
172	10/25/2016	Meat Price Spreads	Data product	N/A	On October 25, 2016, the Meat Price Spreads data product was reposted to correct an error in the September 2016 “retail-to-consumer” price spread for turkey. The original data reported only the retail turkey price of 155.9 cents per pound. After subtracting the wholesale price of 123.57 cents per pound, the actual estimate of the retail-to-consumer spread for turkey is 32.3 cents per pound.
171	9/26/2016	Supplemental Nutrition Assistance Program (SNAP) Access at the State and County Levels: Evidence From Texas SNAP Administrative Records and the American Community Survey	Publication	ERR-156	On September 26, 2016, ERS corrected the legend that describes the categories in figure 4, “SNAP access rates in Texas by Congressional district, 2008-09.” The map is unchanged but the ranges of each category have been corrected to show the right ranges of access rates.
170	9/22/2016	Rice Outlook: September 2016	Outlook	RCS-16I	On September 22, the September Rice Outlook report was reposted to correct the 2015/16 marketing-year average price for California rice reported in Table 5. The correct price estimate is $18.10/cwt, not $18.30 as originally reported.
169	9/20/2016	Vegetables and Pulses Outlook: October 2017	Outlook	VGS-357	On September 20, 2016, the Special article, "An Overview of Organic Vegetable Production in the United States" included in the Vegetables and Pulses Outlook report (VGS-357) was reposted to correct errors in Table 1. All values in the columns “Organic operations (number),” “Total organic area harvested (acres),” and “Average operation size (acres)” were corrected to reflect organic vegetable production numbers and not total agricultural production. Corrections were also made in the text to match the new data in Table 1.
168	9/13/2016	[pubLink:43956]	Publication	EIB-138	On September 13, 2016, ERS revised the categorization of households with members categorically eligible for WIC to exclude households where the only categorically eligible member was a child age 5. These children were incorrectly included previously; imputed income measures were also used as these measures became available since the report’s release; revised survey weights were also used to update all estimates in the report. Because of these changes, all of the estimates in the report have been revised. However, the results were not numerically or substantively different after these revisions were made, with one exception— the result that WIC participants were more likely to use supercenters as their primary store was no longer statistically significant. The text has been adjusted to reflect all of these changes. The results from EIB-138 were used in three ERS Charts of Note dated March 23, 2015; July 15, 2015; and August 11, 2015; and an Amber Waves feature article “Most U.S. Households Do Their Main Grocery Shopping at Supermarkets and Supercenters Regardless of Income,” dated August 3, 2015. For all but the August 11, 2015, Chart of Note, changes in estimates were not numerically or substantively different. In the August 11, 2015, Chart of Note, the difference between WIC participants’ and nonparticipants’ choice of supercenters as their primary stores was no longer statistically significant.
167	8/17/2016	Vegetables and Pulses Data Yearbook Tables	Data Product	N/A	On August 17, 2016, the “Supply and Utilization: Dry Pulse Crops” data set of the Vegetables and Pulses Yearbook was reposted to correct the units for the season-average prices in tables 72 through 84. The units are now properly reported as $/cwt.
166	8/11/2016	How Do Time and Money Affect Agricultural Insurance Uptake? A New Approach to Farm Risk Management Analysis	Publication	ERR-212	On August 11, 2016, a correction was made to the first sentence of the second paragraph of page 1. The original report stated the Federal Crop Insurance Reform Act (FCIRA) was passed in 1995, when, in fact, the Act was passed in 1994. While the changes to farm insurance as a result of FCIRA took effect in 1995, FCIRA became law in 1994.
165	7/20/2016	State Fact Sheets	Data product	N/A	On July 20, 2016, ERS revised the 2012 value for the item "Cropland in pasture (percent)" in the "Farm Characteristics" section of the State Fact Sheets. The value for each State was revised; the value in the U.S. Summary table was correct.
164	7/14/2016	Food Expenditures	Data product	N/A	On July 14, 2016, table 7 of the Food Expenditures data product was reposted to correct errors for disposable personal income: for 2009, disposable personal income (DPI) was revised to $10,942.5 billion. This change affected several calculations in which expenditures are expressed as a percentage of DPI. Included in the revised table 7 are revisions to several earlier years to reflect revised estimates from the Bureau of Economic Analysis (BEA).
163	7/11/2016	Vegetables & Pulses Market Outlook	Topic page	N/A	On July 11, 2016, the following charts were reposted to correct errors in the data units: The chart titled "U.S. vegetables and dry pulses, total supply and export share of supply” was reposted to correct the values so that they are reported as billion pounds. The chart titled “U.S. vegetables and dry pulses, total domestic use and import share of use” was reposted to correct the values so that they are reported as billion pounds.
162	7/7/2016	Corn and Soybean Production Costs and Export Competitiveness in Argentina, Brazil, and the United States	Publication	EIB-154	This report was revised in July 2016 by correcting table 5, which now corresponds with the text. The table includes two Brazilian regions for each commodity, additional rows that show two components of the farm price, and the correct transportation costs for Brazil.
161	5/26/2016	Vegetables and Pulses Outlook: April 2016	Publication	VGS-356	On May 26, 2016, the Vegetables and Pulses Outlook report (VGS-356) was reposted to correct errors in table 5. Estimates of percent of supply exported were corrected for 2013 through 2015 for all five categories listed in the table: fresh vegetables, frozen vegetables, canned vegetables, other processing, and dry pulses.
160	5/17/2016	Changing Structure, Financial Risks, and Government Policy for the U.S. Dairy Industry	Publication	ERR-205	On May 17, the following corrections were made to ERR-205, Changing Structure, Financial Risks, and Government Policy for the U.S. Dairy Industry. Three cells in Table 3 were updated as follows: "Western States, 3,000-3,999 head in 1992" (19), "Traditional States, 1,000-1,999 head in 1997" (54), and "Other States, 1,000-1,999 head in 2002" (56). On page 10, the State in which Shamrock Farms is located was corrected. In addition, Appendix table A-2 was updated to reflect return-on-equity calculations for the full rather than a restricted sample of dairy farms.
159	5/16/2016	Season-Average Price Forecasts	Data product	N/A	On May 16, 2016, the corn data table of the Season-Average Price Forecasts was reposted to correct the listing of the "Midpoint of WASDE projection" to report $3.35 per bushel, instead of $3.85 per bushel.
158	5/9/2016	Agricultural Productivity in the U.S.	Data product	N/A	On May 9, 2016, the data file for table 23 was reposted to remove a duplication of data. A previous version of this file listed the headings "capital services" and "capital services excluding land" with identical data provided for each. "Capital services excluding land" is the correct heading and those data remain and are correct. The duplicate "capital services" heading and data have been removed.
157	5/6/2016	America's Diverse Family Farms: 2015 Edition	Publication	EIB-146	On May 6, 2016, ERS revised America’s Diverse Family Farms: 2015 Edition to reflect revisions to the data source underlying this report (see ARMS data Updates & Revisions History). The corrections to the underlying data resulted in minor differences between the previous and revised estimates, in most cases. The largest changes were an 8-percentage-point decline in the share of hay produced on small family farms (page 4) and an 8-percent increase in average income from farming earned by all U.S. family farm households (page 9).
156	5/2/2016	ARMS Farm Financial and Crop Production Practices	Data product	N/A	On May 2, 2016, the ARMS data tool was reposted to correct two programming errors. The first inadvertently excluded cash sales of hay and sugarcane/sugar beets from ARMS crop cash income in 2013 and 2014. The second error inadvertently double-counted cash sales for aquaculture, equine, bees, and sheep/goats in livestock income in 2012.
155	4/18/2016	Vegetables and Pulses Yearbook	Data product	N/A	On April 18, 2016, the Vegetables and Pulses Yearbook tables were reposted to correct errors in tables 8 and 29. In table 8, annual export values for canned and total vegetables for 2015, and the percentage change in export values for canned and total vegetables for 2014 and 2015, were corrected. In table 29, the values for Domestic Use and Per Capita Use for 2009 through 2015 were corrected.
154	3/17/2016	Meat Price Spreads	Data product	N/A	On March 17, 2016, the Meat Price Spreads data product was reposted to correct an error in the February 2016 "retail composite broiler price" and the "wholesale-to-retail price spread" for the broiler composite. The retail composite broiler price for February 2016 was corrected to 187.4 cents per pound. Changing the broiler price changes the wholesale-to-retail price spread for the broiler composite to 120.0 cents per pound.
153	3/15/2016	Feed Grains Database and Feed Outlook: March 2016	Data product and publication	FDS-16C (publication)	On March 15, the Feed Grains Database was reposted due to an error in the marketing-year totals for food, seed, and industrial use in 2014/15 and 2015/16. Outlook table 5, yearbook table 31, and the custom query database have been corrected to fix this error. The error affected the marketing-year totals for high-fructose corn syrup, glucose and dextrose, starch, alcohol for fuel, alcohol for beverages and manufacturing, cereals and other products, and total food, seed, and industrial use.
152	3/14/2016	Feed Outlook: March 2016	Publication	FDS-16C	On March 14, Feed Outlook: March 2016 was re-released with an updated International Outlook section. The version released on March 11 erroneously contained February’s International Outlook section.
151	3/2/2016	Food Expenditures	Data Product	N/A	On March 2, 2016, table 10 of the Food Expenditures data product was reposted to correct errors for the column "Share of household expenditures for food expenditures" for the years 1987 through 2014.
150	2/23/2016	Charts of Note, 2/23/16	Charts of Note	N/A	On February 23, 2016, this chart was reposted to correct the axis label to million metric tons.
149	2/22/2016	Tariff Reforms and the Competitiveness of U.S. Beef in Japan	Publication	LDPM-259-01	On February 22, the report, Tariff Reforms and the Competitiveness of U.S. Beef in Japan (LDPM-259-01) was revised as follows: On page 9, the statement, "Under the WTO Agreement on Agriculture,..." was corrected to read, "Under the WTO Agreement on Sanitary and Phytosanitary Measures...".
148	2/11/2016	Food Expenditures	Data Product	N/A	On February 11, 2016, table 15 was corrected for the year 2014 for the following 2 categories: "full-service restaurants" was revised to 291,419, and "all eating places" was revised to 544,984.
147	2/9/2016	Fruit and Tree Nut Data: Yearbook Tables	Data Product	N/A	On February 9, 2016, the following corrections were made: Table A-3 in the General file of the Fruit and Tree Nuts Yearbook was reposted to correct errors in the value of production data (in units of $1,000) for the following variables: For "Citrus," the 2013 value was revised from $3,170,508 to $3,169,544 and the 2014 value was revised from $3,392,988 to $3,704,444. For "Total," the 2013 value was revised from $29,853,530 to $29,852,566 and the 2014 value was revised from $29,735,549 to $30,047,005; Table H-1 in the U.S. Trade file of the Fruit and Tree Nuts Yearbook was reposted to correct errors in the 2014 "All fresh fruit" import share, which was revised from 65.3 percent to 50.4 percent, and the "All fruit excluding bananas" import share was revised from 39.5 percent to 34.3 percent.
146	1/26/2016	Charts of Note, 1/21/16	Charts of Note	N/A	On January 26, 2016, the Chart of Note, "Falling prices for corn and gasoline drive ethanol prices lower," that originally ran on Thursday, January 21, was reposted to correct the data labels for ethanol and gasoline, which were switched in the original chart.
145	1/15/2016	Feed Grains: Yearbook Tables	Data Product	N/A	On January 15, 2016,the Feed Grains Database was reposted to correct the December cash prices in Table 12 of the Yearbook Tables and the Custom Query database. The error affected December cash prices for No.2 yellow corn in the Omaha, Chicago, Kansas City, Toledo, Memphis, and Minneapolis markets, and No.2 white corn in the Memphis market. These data have been corrected.
144	1/15/2016	Rural America at a Glance, 2015 Edition	Publication	N/A	On January 15, 2016, the Rural America at a Glance, 2015 Edition was updated to correct a statement that nearly 300 rural counties lost population due to natural change during 2010-14. The sentence was revised to read, "Almost 900 rural counties (including about 300 counties for the first time) lost population due to natural change during 2010-14." Also, the information on two charts was clarified to match the data presented: source information on the chart at the top of page 4 was updated to reflect that 2014 data were used, and in the chart on page 6 the horizontal axis legend no longer contains the phrase "in 2000." Finally, the chart depicting educational attainment for rural minorities, and a text reference to it, were corrected to remove the term "(non-Hispanic)," and the chart note was expanded to clarify that "people who identify their origin as Hispanic or Latino may be of any race."
143	1/14/2016	Wheat Data	Data Product	N/A	On January 14, 2016, Table 5 of the Wheat Data Yearbook Tables was reposted to correct errors in the 2015/16 Second Quarter data for the following variables: "Ending Stocks" was revised from 1,689 to 1,738; "Feed and Residual" was revised from -72 to -121; "Total Domestic Use" was revised from 222 to 173; and "Total Disappearance" was revised from 437 to 388.

Errata ID	Date added	Title	Content type	Report number	Description
142	12/30/2015	ARMS Farm Financial and Crop Production Practices	Data product	N/A	On December 30, 2015, the 2014 TOTAL questionnaire for operators in the "Questionnaires and Manuals" section of the ARMS Farm Financial and Crop Production Practices data product was reposted. The previous file was a duplicate of the 2014 non-operator landlord questionnaire. The labels of both files were also changed to reflect their content more precisely. The two files, previously labeled "2014 Tenure, Ownership, and Transition of Agricultural Land (TOTAL), Questionnaire" and "2014 Tenure, Ownership, and Transition of Agricultural Land (TOTAL), Landlord Questionnaire," have been relabeled "2014 Tenure, Ownership, and Transition of Agricultural Land (TOTAL), Operator Questionnaire" and "2014 Tenure, Ownership, and Transition of Agricultural Land (TOTAL), Non-Operator Landlord Questionnaire," respectively.
141	12/14/2015	Oil Crops Outlook: December 2015	Publication	OCS-15L	On December 14, 2015, Table 1 of the December Oil Crops Outlook report was revised to correct the 2015/16 soybean production estimate, which was erroneously reported as 3,887.7 million bushels.
140	12/8/2015	State Fact Sheets	Data product	N/A	On December 8, 2015, ERS revised the Farm Financial Indicators included in the State Fact Sheets. The fact sheets now include line items for the categorical expenses associated with the ‘value of contract labor’ as well as the ‘net rent received by operator households’. With the inclusion of these two items, the farm financial indicators will consistently sum to the stated level of gross value added, net value added, factor payments, and net farm income.
139	11/24/2015	Farm Income and Wealth Statistics	Data product	N/A	On November 24, 2015, ERS revised its farm sector income and finance estimates to reflect corrections to the source State cash receipts data for the "all other animals and products" and "miscellaneous crops" categories for 2008-12 made by the National Agricultural Statistics Service for California, Delaware, Connecticut, Massachusetts, Louisiana, and Nevada. Changes to these States’ cash receipts estimates are reflected in U.S. total cash receipts estimates for 2008-12, as well as all of the income measures that use cash receipt data as a component (including net farm income, net cash income, value added, and farm-level and farm business average net cash income). The changes added 0.6 to 0.9 percent to U.S. total cash receipts in each of the years from 2008 to 2012.
138	11/13/2015	A Consistent Food Demand Framework for International Food Security Assessment	Publication	TB-1941	On November 13, 2015, in section "Calibration for Good i," the equation under step 2, found at the bottom of page 6, was corrected by dividing w_i by p_i.
137	11/13/2015	Are Healthy Foods Really More Expensive? It Depends on How You Measure the Price	Publication	EIB-96	On November 13, 2015, Table 2 on page 13 was updated to correct the labels in the 3rd column: Minimal cutoff. All > signs were corrected to be ≥ to reflect the true cutoff levels. In the box on page 14, 4 minor edits were made to reflect that these cutoffs are ≥. All calculations in the analysis were correct. Only the labels were updated, in order to correctly describe the cutoff levels.
136	10/26/2015 and 10/23/2015	Livestock, Dairy, and Poultry Outlook	Publication	N/A	On October 26, annual 2015 prices for feeder steers, cutter cows, and choice slaughter lambs were corrected to reflect averages of quarterly actual and forecast prices, instead of ranges. On October 23, 2015, the final third quarter market-price estimates for lamb and cutter cows in U.S. red meat and poultry forecasts were corrected to show a single price instead of a range. The cutter cow range was slightly overestimated, and the final market price is $103.34/cwt. Choice slaughter lamb final price was within the range originally posted, with a final market price of $146.23/cwt.
135	10/14/2015	Wheat Outlook: October 2015	Publication	N/A	On October 14 at 4:00 PM, Figures 1 through 12 in the Wheat Outlook report were corrected and tables 1 through 9 were reposted to properly display the latest October estimates.
134	10/14/2015	Farm Income and Wealth Statistics	Data product	N/A	On October 14, the report for Annual cash receipts by commodity, U.S. and States, 2008-2015F was reposted. An original version of this report, posted August 25, 2015, did not return inflation-adjusted dollar values when "real" was selected as an option; nominal values continued to be displayed. This option now provides correct values. This was the only report in the set that was affected.
133	10/13/2015	Agricultural Exchange Rate Data Set	Data product	N/A	On October 13, the monthly nominal exchange rate forecasts for Venezuela and Benin were corrected. The 2016 forecast for Venezuela was corrected to reflect the forecast for the official dollar exchange rate. The forecast for Benin was corrected to be consistent with the forecast for Cameroon, which also uses the Central African franc (CFA). The corrections affect the 2016 forecasted real exchange rates for these countries and the values for commodity trade-weighted exchange rate index forecasts.
132	9/15/2015	Wheat Outlook: September 2015	Publication	WHS-15i	Due to a database error, durum imports have been slightly understated from 2011/12 through 2014/15. Correction of the error results in modest changes in durum supplies, feed and residual use, domestic use, and total use.
131	8/26/2015	Dairy Data	Data product	N/A	In the July U.S. "dairy situation at a glance" table, the annual 2013 and 2014 prices for All milk, Class III milk, and Class IV milk were incorrect. The numbers have been corrected in this month’s table.
130	8/25/2015	Child Nutrition Programs	Web page	N/A	On August 25, 2015, the chart "Certification status of average daily school breakfast participants, fiscal 1969-2014" was corrected for the year 2009—the corrected number for Total is 11.07, not 11.70.
129	8/19/2015	Food Environment Atlas	Data product	N/A	On August 19, 2015, 2 variables—persistent poverty counties and persistent child poverty counties—were corrected due to an error in the County-level Data Sets data product (the underlying source data).
128	8/17/2015	County-level Data Sets	Data product	N/A	On August 17, 2015, the Excel download file for "Population estimates for the U.S., States, and counties, 2010-14" was reposted to correct two column headings that were transposed. The column headings for "Rural-urban_Continuum_Code_2013" and "Urban_Influence_Code_2003" were switched in an earlier version of this file.
127	7/27/2015	Livestock, Dairy, and Poultry Outlook: July 2015	Publication	LDPM-253	On July 27, the second sentence on page 5 of the July 2015 Livestock, Dairy, and Poultry Outlook newsletter was corrected to read, "Third-quarter 2015 beef production is forecast to reach 6.250 billion pounds, approximately 1 percent higher than a year ago. Fourth-quarter production is expected to be 6.025 billion pounds, about even with fourth-quarter 2014." This corrects for the use of "million" earlier.
126	7/20/2015	Growth in Inflation-Adjusted Food Prices Varies by Food Category	Amber Waves article	N/A	On July 20, a sentence in this Amber Waves finding was corrected to reflect the correct values from the chart for both red meats and eggs that were transposed in the original version of the article.
125	7/20/2015	Wheat Data	Data product	N/A	On July 20, Table 5 of the Wheat Data Yearbook Tables was reposted to correct an error in the "Seed Use" variable. None of the other data in this table were affected by this error.
124	7/16/2015	Sugar and Sweeteners Yearbook Tables	Data product	N/A	On July 16, the first quarter 2015 data for HFCS production and deliveries in Sugar and Sweeteners Yearbook tables 28 and 29 were revised to correct an error in the calculation. Data prior to first quarter 2015 were unaffected by this error.
123	5/27/2015	Commodity Costs and Returns	Data product	N/A	On May 27, 2015, ERS reposted the Current and Recent Costs and Returns data for Oats to correct an error in the estimate of interest on operating inputs. An incorrect formula caused interest on operating inputs for Oats to be overestimated by between $2 and $4 per planted acre, and these higher costs were also reflected in the total cost estimates for Oats. Oats was the only commodity affected by this error.
122	5/21/2015	Feed Grains Database	Data product	N/A	On May 20, 2014, ERS reposted the Feed Grains Database to correct an error in the estimates of animal consuming units for 2013 in Table 30 of the Yearbook Tables, as well as the animal unit variables in the Custom Query Application. The revision corrects estimates of the pig crop inventory for September-November 2013 provided by the National Agricultural Statistics Service (NASS).
121	4/30/2015	State Export Data	Data product	N/A	On April 29, 2015, State Export Data were reissued to correct an error in the calculation of the "Other plant products" category for each State. The original estimates inadvertently omitted tobacco as a component of this category, and as a result, export totals for each State as well as the reported exports of "Other plant products" were incorrect. The data released on April 6 corrects this error, and report tobacco exports as an independent category.
120	4/21/2015	Livestock, Dairy, and Poultry Outlook: April 2015	Publication	LDPM-250	On April 21, page 4 of the Livestock, Dairy, and Poultry Outlook, the weekly Choice beef cutout value was corrected to report that the values advanced to $257.50 on April 10.
119	4/20/2015	Additionality in U.S. Agricultural Conservation and Regulatory Offset Programs	Publication	ERR-170	On April 20, the estimate for adoption of soil conservation structures for payment farms in Table 4 on page 16 was corrected. The entry for "Estimated without payment" for soil conservation structures is 0.18.
118	4/9/2015	Measuring Access to Healthful, Affordable Food in American Indian and Alaska Native Tribal Areas	Publication	EIB-131	On April 9, 2015, the estimate for average distance from a grocery for all tribal areas in Table 2 on page 13 was corrected to fix a calculation error. References to the number in the text on pages 13-16 were updated to reference the revised number. The references to the estimate for population share and population percentiles for all ANVSA individuals in Table 3 on page 17 was also corrected.
117	4/8/2015	Food Dollar Series	Data Product	N/A	On April 8, 2015, ERS’s 2013 updates to nominal tables 1 to 6 in the Food Dollar Series, released on March 31, were revised to correct a coding error caused by a single line of code that reversed the sorting order of industry group value added data. While most corrections throughout the six updated tables are minor, two numbers across all six tables have revisions that are substantial: 1) the output tax share of the food dollar was revised down 3.8 cents, distributed mostly across farm production and food retailing industry groups, and 2) total retail trade value added was revised down 1.8 cents, mostly due to the output tax problem.
116	4/1/2015	Livestock, Dairy, and Poultry Outlook: March 2015	Publication	LDPM-249	On April 1, the quarterly 2015 and total 2015 U.S. per capita egg consumption estimates reported in the Red Meat Forecast table of March 2015 Livestock, Dairy, and Poultry Outlook were corrected. The correct quarterly 2015 per capita egg consumption estimates are 65.0, 65.7, 65.9, and 67.5. The correct 2015 per capita egg consumption estimate is 264.1 eggs.
115	3/20/2015	Trends in U.S. Local and Regional Food Systems: A Report to Congress	Publication	AP-068	On March 20, 2015, near the bottom of page 2, the first year in which the Census of Agriculture began to collect information on farmers’ direct-to-consumer sales was corrected to 1978. Also, a data source identified in Figure 1 was corrected to read "National Farm to School Network."
114	3/18/2015	Livestock, Dairy, and Poultry Outlook: March 2015	Publication	LDPM-249	On March 17, the fourth quarter 2014 and total 2014 commercial beef production estimates reported in the Red Meat Forecast table of the March 2015 Livestock, Dairy, and Poultry Outlook were corrected. The correct fourth quarter 2014 production number is 6,023 million lb, and the correct 2014 total beef production is 24,252 million lb.
113	2/23/2015	Trends in U.S. Local and Regional Food Systems: A Report to Congress	Publication	AP-068	On February 23, 2015, the following figures were corrected to include Alaska and Hawaii: Figure 2, "Total direct-to-consumer sales, by county, 2012"; Figure 3, "Change in direct-to-consumer sales, 2007-12 using constant 2012 dollars"; and Figure 4, "Farms with direct sales to retail or restaurants, 2012, and food hubs, 2014."

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