The Quick Stats Database is the most comprehensive tool for accessing agricultural data published by the USDA National Agricultural Statistics Service (NASS). It allows you to customize your query by commodity, location, or time period. You can then visualize the data on a map, manipulate and export the results as an output file compatible for updating databases and spreadsheets, or save a link for future use. Quick Stats contains official published aggregate estimates related to U.S. agricultural production. County level data are also available via Quick Stats. The data include the total crops and cropping practices for each county, and breakouts for irrigated and non-irrigated practices for many crops, for selected States. The database allows custom extracts based on commodity, year, and selected counties within a State, or all counties in one or more States. The county data includes totals for the Agricultural Statistics Districts (county groupings) and the State. The download data files contain planted and harvested area, yield per acre and production. NASS develops these estimates from data collected through:

hundreds of sample surveys conducted each year covering virtually every aspect of U.S. agriculture

the Census of Agriculture conducted every five years providing state- and county-level aggregates Resources in this dataset:Resource Title: Quick Stats database. File Name: Web Page, url: https://quickstats.nass.usda.gov/ Dynamic drill-down filtered search by Commodity, Location, and Date range, beginning with Census or Survey data. Filter lists are refreshed based upon user choice allowing the user to fine-tune the search.

Quick Stats is the National Agricultural Statistics Service's (NASS) online, self-service tool to access complete results from the 1997, 2002, 2007, and 2012 Censuses of Agriculture as well as the best source of NASS survey published estimates. The census collects data on all commodities produced on U.S. farms and ranches, as well as detailed information on expenses, income, and operator characteristics. The surveys that NASS conducts collect information on virtually every facet of U.S. agricultural production.

Quick Stats API is the programmatic interface to the National Agricultural Statistics Service's (NASS) online database containing results from the 1997, 2002, 2007, and 2012 Censuses of Agriculture as well as the best source of NASS survey published estimates. The census collects data on all commodities produced on U.S. farms and ranches, as well as detailed information on expenses, income, and operator characteristics. The surveys that NASS conducts collect information on virtually every facet of U.S. agricultural production.

NASS Data Visualization provides a dynamic web query interface supporting searches by Commodity (e.g. Cotton, Corn, Farms & Land, Grapefruit, Hogs, Oranges, Soybeans, Wheat), Statistic type (automatically refreshed based upon choice of Commodity - e.g. Inventory, Head, Acres Planted, Acres Harvested, Production, Yield) to generate chart, table, and map visualizations by year (2001-2016), as well as a link to download the resulting data in CSV format compatible for updating databases and spreadsheets. Resources in this dataset:Resource Title: NASS Data Visualization web site. File Name: Web Page, url: https://nass.usda.gov/Data_Visualization/index.php Query interface with visualization of results as charts, tables, and maps.

The Census of Agriculture is a complete count of U.S. farms and ranches and the people who operate them. Even small plots of land - whether rural or urban - growing fruit, vegetables or some food animals count if $1,000 or more of such products were raised and sold, or normally would have been sold, during the Census year. The Census of Agriculture, taken only once every five years, looks at land use and ownership, operator characteristics, production practices, income and expenditures. For America's farmers and ranchers, the Census of Agriculture is their voice, their future, and their opportunity. The Census Data Query Tool (CDQT) is a web-based tool that is available to access and download table level data from the Census of Agriculture Volume 1 publication. The data found via the CDQT may also be accessed in the NASS Quick Stats database. The CDQT is unique in that it automatically displays data from the past five Census of Agriculture publications. The CDQT is presented as a "2017 centric" view of the Census of Agriculture data. All data series that are present in the 2017 dataset are available within the CDQT, and any matching data series from prior Census years will also display (back to 1997). If a data series is not included in the 2017 dataset, then data cells will remain blank in the tool. For example, one of the data series had a label change from "Operator" to "Producer." This means that data from prior Census years labelled "Operator" will not show up where the label has changed to “Producer” for 2017. The new Census Data Query Tool application can be used to query Census data from 1997 through 2017. Data are searchable by Census table and are downloadable as CSV or PDF files. 2017 Census Ag Atlas Maps are also available for download. Resources in this dataset:Resource Title: 2017 Census of Agriculture - Census Data Query Tool (CDQT). File Name: Web Page, url: https://www.nass.usda.gov/Quick_Stats/CDQT/chapter/1/table/1 The Census Data Query Tool (CDQT) is a web based tool that is available to access and download table level data from the Census of Agriculture Volume 1 publication. The data found via the CDQT may also be accessed in the NASS Quick Stats database. The CDQT is unique in that it automatically displays data from the past five Census of Agriculture publications. The CDQT is presented as a "2017 centric" view of the Census of Agriculture data. All data series that are present in the 2017 dataset are available within the CDQT, and any matching data series from prior Census years will also display (back to 1997). If a data series is not included in the 2017 dataset, then data cells will remain blank in the tool. For example, one of the data series had a label change from "Operator" to "Producer." This means that data from prior Census years labelled "Operator" will not show up where the label has changed to "Producer" for 2017. Using CDQT:

Upon entering the CDQT, a data table is present. Changing the parameters at the top of the data table will retrieve different combinations of Census Chapter, Table, State, or County (when selecting Chapter 2). For the U.S., Volume 1, US/State Chapter 1 will include only U.S. data; Chapter 2 will include U.S. and State level data. For a State, Volume 1 US/State Level Data Chapter 1 will include only the State level data; Chapter 2 will include the State and county level data. Once a selection is made, press the “Update Grid” button to retrieve the new data table. Comma-separated values (CSV) download, compatible with most spreadsheet and database applications: to download a CSV file of the data as it is currently presented in the data grid, press the "CSV" button in the "Export Data" section of the toolbar. When CSV is chosen, data will be downloaded as numeric. To view the source PDF file for the data table, press the "View PDF" button in the toolbar.

Abstract

For more than 150 years, the U.S. Department of Commerce, Bureau of the Census, conducted the census of agriculture. However, the 2002 Appropriations Act transferred the responsibility from the Bureau of the Census to the U.S. Department of Agriculture (USDA), National Agricultural Statistics Service (NASS). The 2007 Census of Agriculture for the U.S. Virgin Islands is the second census in the U.S. Virgin Islands conducted by NASS. The census of agriculture is taken to obtain agricultural statistics for each county, State (including territories and protectorates), and the Nation. The first U.S. agricultural census data were collected in 1840 as a part of the sixth decennial census. From 1840 to 1920, an agricultural census was taken as a part of each decennial census. Since 1920, a separate national agricultural census has been taken every 5 years. The 2007 census is the 14th census of agriculture of the U.S. Virgin Islands. The first, taken in 1920, was a special census authorized by the Secretary of Commerce. The next agriculture census was taken in 1930 in conjunction with the decennial census, a practice that continued every 10 years through 1960. The 1964 Census of Agriculture was the first quinquennial (5-year) census to be taken in the U.S. Virgin Islands. In 1976, Congress authorized the census of agriculture to be taken for 1978 and 1982 to adjust the data-reference year to coincide with the 1982 Economic Censuses covering manufacturing, mining, construction, retail trade, wholesale trade, service industries, and selected transportation activities. After 1982, the agriculture census reverted to a 5-year cycle. Data in this publication are for the calendar year 2007, and inventory data reflect what was on hand on December 31, 2007. This is the same reference period used in the 2002 census. Prior to the 2002 census, data was collected in the summer for the previous 12 months, with inventory items counted as what was on hand as of July 1 of the year the data collection was done.

Objectives: The census of agriculture is the leading source of statistics about the U.S. Virgin Islands’s agricultural production and the only source of consistent, comparable data at the island level. Census statistics are used to measure agricultural production and to identify trends in an ever changing agricultural sector. Many local programs use census data as a benchmark for designing and evaluating surveys. Private industry uses census statistics to provide a more effective production and distribution system for the agricultural community.

Geographic coverage

National coverage

Analysis unit

Households

Universe

The statistical unit was a farm, defined as "any place from which USD 500 or more of agricultural products were produced and sold, or normally would had been sold, during the calendar year 2007". According to the census definition, a farm is essentially an operating unit, not an ownership tract. All land operated or managed by one person or partnership represents one farm. In the case of tenants, the land assigned to each tenant is considered a separate farm, even though the landlord may consider the entire landholding to be one unit rather than several separate units.

Kind of data

Census/enumeration data [cen]

Sampling procedure

(a) Method of Enumeration As in the previous censuses of the U.S. Virgin Islands, a direct enumeration procedure was used in the 2007 Census of Agriculture. Enumeration was based on a list of farm operators compiled by the U.S. Virgin Islands Department of Agriculture. This list was compiled with the help of the USDA Farm Services Agency located in St. Croix. The statistics in this report were collected from farm operators beginning in January of 2003. Each enumerator was assigned a list of individuals or farm operations from a master enumeration list. The enumerators contacted persons or operations on their list and completed a census report form for all farm operations. If the person on the list was not operating a farm, the enumerator recorded whether the land had been sold or rented to someone else and was still being used for agriculture. If land was sold or rented out, the enumerator got the name of the new operator and contacted that person to ensure that he or she was included in the census.

(b) Frame The census frame consisted of a list of farm operators compiled by the U.S. Virgin Islands DA. This list was compiled with the help of the USDA Farm Services Agency, located in St. Croix.

(c) Complete and/or sample enumeration methods The census was a complete enumeration of all farm operators registered in the list compiled by the United States of America in the CA 2007.

Mode of data collection

Face-to-face [f2f]

Research instrument

The questionnaire (report form) for the CA 2007 was prepared by NASS, in cooperation with the DA of the U.S. Virgin Islands. Only one questionnaire was used for data collection covering topics on:

• Land owned
• Land use
• Irrigation
• Conservation programs and crop insurance
• Field crops
• Bananas, coffee, pineapples and plantain crops
• Hay and forage crops
• Nursery, Greenhouse, Floriculture, Sod and tree seedlings
• Vegetables and melons
• Hydroponic crops
• Fruit
• Root crops
• Cattle and calves
• Poultry
• Hogs and pigs
• Aquaculture
• Other animals and livestock products
• Value of sales
• Organic agriculture
• Federal and commonwealth agricultural program payments
• Income from farm-related sources
• Production expenses
• Farm labour
• Fertilizer and chemicals applied
• Market value of land and buildings
• Machinery, equipment and buildings
• Practices
• Type of organization
• Operator characteristics

The questionnaire of the 2007 CA covered 12 of the 16 core items' recommended for the WCA 2010 round.

Cleaning operations

DATA PROCESSING The processing of the 2007 Census of Agriculture for the U.S. Virgin Islands was done in St. Croix. Each report form was reviewed and coded prior to data keying. Report forms not meeting the census farm definition were voided. The remaining report forms were examined for clarity and completeness. Reporting errors in units of measures, illegible entries, and misplaced entries were corrected. After all the report forms had been reviewed and coded, the data were keyed and subjected to a thorough computer edit. The edit performed comprehensive checks for consistency and reasonableness, corrected erroneous or inconsistent data, supplied missing data based on similar farms, and assigned farm classification codes necessary for tabulating the data. All substantial changes to the data generated by the computer edits were reviewed and verified by analysts. Inconsistencies identified, but not corrected by the computer, were reviewed, corrected, and keyed to a correction file. The corrected data were then tabulated by the computer and reviewed by analysts. Prior to publication, tabulated totals were reviewed by analysts to identify inconsistencies and potential coverage problems. Comparisons were made with previous census data, as well as other available data. The computer system provided the capability to review up-to-date tallies of all selected data items for various sets of criteria which included, but were not limited to, geographic levels, farm types, and sales levels. Data were examined for each set of criteria and any inconsistencies or potential problems were then researched by examining individual data records contributing to the tabulated total. W hen necessary, data inconsistencies were resolved by making corrections to individual data records.

Sampling error estimates

The accuracy of these tabulated data is determined by the joint effects of the various nonsampling errors. No direct measures of these effects have been obtained; however, precautionary steps were taken in all phases of data collection, processing, and tabulation of the data in an effort to minimize the effects of nonsampling errors.

The data represents U.S. corn, soybeans, and wheat production starting from 1984.

The Census of Agriculture, produced by the United States Department of Agriculture (USDA), provides a complete count of America's farms, ranches and the people who grow our food. The census is conducted every five years, most recently in 2022, and provides an in-depth look at the agricultural industry.This layer was produced from data obtained from the USDA National Agriculture Statistics Service (NASS) Large Datasets download page. The data were transformed and prepared for publishing using the Pivot Table geoprocessing tool in ArcGIS Pro and joined to county boundaries. The county boundaries are 2022 vintage and come from Living Atlas ACS 2022 feature layers.Dataset SummaryPhenomenon Mapped: 2022 Milk ProductionCoordinate System: Web Mercator Auxiliary SphereExtent: 48 Contiguous United States, Alaska, and HawaiiSource: USDA National Agricultural Statistics ServicePublication Date: 2022AttributesNote that some values are suppressed as "Withheld to avoid disclosing data for individual operations", "Not applicable", or "Less than half the rounding unit". These have been coded in the data as -999, -888, and -777 respectively.Milk - Operations With SalesMilk - Sales, Measured In US Dollars ($) In Alaska, one or more county-equivalent entities (borough, census area, city, municipality) are included in an agriculture census area.

The Census of Agriculture, produced by the United States Department of Agriculture (USDA), provides a complete count of America's farms, ranches and the people who grow our food. The census is conducted every five years, most recently in 2022, and provides an in-depth look at the agricultural industry.This layer was produced from data obtained from the USDA National Agriculture Statistics Service (NASS) Large Datasets download page. The data were transformed and prepared for publishing using the Pivot Table geoprocessing tool in ArcGIS Pro and joined to county boundaries. The county boundaries are 2022 vintage and come from Living Atlas ACS 2022 feature layers.Dataset SummaryPhenomenon Mapped: 2022 Crop TotalsCoordinate System: Web Mercator Auxiliary SphereExtent: 48 Contiguous United States, Alaska, and HawaiiSource: USDA National Agricultural Statistics ServicePublication Date: 2022AttributesNote that some values are suppressed as "Withheld to avoid disclosing data for individual operations", "Not applicable", or "Less than half the rounding unit". These have been coded in the data as -999, -888, and -777 respectively.Crop Totals - Operations With SalesCrop Totals - Sales, Measured In US Dollars ($)Crop Totals, Production Contract - Operations With Production In Alaska, one or more county-equivalent entities (borough, census area, city, municipality) are included in an agriculture census area.

The Census of Agriculture, produced by the United States Department of Agriculture (USDA), provides a complete count of America's farms, ranches and the people who grow our food. The census is conducted every five years, most recently in 2022, and provides an in-depth look at the agricultural industry.This layer was produced from data obtained from the USDA National Agriculture Statistics Service (NASS) Large Datasets download page. The data were transformed and prepared for publishing using the Pivot Table geoprocessing tool in ArcGIS Pro and joined to county boundaries. The county boundaries are 2022 vintage and come from Living Atlas ACS 2022 feature layers.Dataset SummaryPhenomenon Mapped: 2022 Hay ProductionCoordinate System: Web Mercator Auxiliary SphereExtent: 48 Contiguous United States, Alaska, and HawaiiSource: USDA National Agricultural Statistics ServicePublication Date: 2022AttributesNote that some values are suppressed as "Withheld to avoid disclosing data for individual operations", "Not applicable", or "Less than half the rounding unit". These have been coded in the data as -999, -888, and -777 respectively.Hay - Acres HarvestedHay - Operations With Area HarvestedHay - Production, Measured In TonsHay, (Excl Alfalfa) - Acres HarvestedHay, (Excl Alfalfa) - Operations With Area HarvestedHay, (Excl Alfalfa) - Production, Measured In TonsHay, (Excl Alfalfa), Irrigated - Acres HarvestedHay, (Excl Alfalfa), Irrigated - Operations With Area HarvestedHay, Alfalfa - Acres HarvestedHay, Alfalfa - Operations With Area HarvestedHay, Alfalfa - Production, Measured In TonsHay, Alfalfa, Irrigated - Acres HarvestedHay, Alfalfa, Irrigated - Operations With Area HarvestedHay, Irrigated - Acres HarvestedHay, Irrigated - Operations With Area Harvested In Alaska, one or more county-equivalent entities (borough, census area, city, municipality) are included in an agriculture census area.

Dataset Abstract County, state, and regional yields are not a product of KBS LTER research, but are scavenged from public sources such as http://www.nass.usda.gov/Data_and_Statistics/Quick_Stats/index.asp and made available here for the convenience of KBS researchers. Yields from KBS treatments may be interpreted in the context of local and regional yields. Local and regional yields are also considered when planning agronomic inputs. original data source http://lter.kbs.msu.edu/datasets/43

The Census of Agriculture, produced by the United States Department of Agriculture (USDA), provides a complete count of America's farms, ranches and the people who grow our food. The census is conducted every five years, most recently in 2022, and provides an in-depth look at the agricultural industry.This layer was produced from data obtained from the USDA National Agriculture Statistics Service (NASS) Large Datasets download page. The data were transformed and prepared for publishing using the Pivot Table geoprocessing tool in ArcGIS Pro and joined to county boundaries. The county boundaries are 2022 vintage and come from Living Atlas ACS 2022 feature layers.Dataset SummaryPhenomenon Mapped: 2022 Grain ProductionCoordinate System: Web Mercator Auxiliary SphereExtent: 48 Contiguous United States, Alaska, and HawaiiSource: USDA National Agricultural Statistics ServicePublication Date: 2022AttributesNote that some values are suppressed as "Withheld to avoid disclosing data for individual operations", "Not applicable", or "Less than half the rounding unit". These have been coded in the data as -999, -888, and -777 respectively.Grain - Operations With SalesGrain - Sales, Measured In US Dollars ($)Grain, Other - Operations With SalesGrain, Other - Sales, Measured In US Dollars ($) In Alaska, one or more county-equivalent entities (borough, census area, city, municipality) are included in an agriculture census area.

North America Silage Inoculant Market size was valued at USD 82.48 Billion in 2024 and is projected to reach USD 120.02 Billion by 2031, growing at a CAGR of 4.80% from 2024 to 2031.

North America Silage Inoculant Market Drivers

Rising Demand for High-Quality Animal Feed: With the growing livestock population and a focus on improving animal productivity, the demand for high-quality silage feed is increasing. The U.S. Department of Agriculture (USDA) reports that total livestock and poultry production in the U.S. is expected to reach $111.5 billion by 2024, driving the need for effective silage management solutions like inoculants.
Increase in Dairy and Livestock Farming: Dairy farming and beef production in North America are expanding, driving the adoption of silage inoculants to optimize feed quality. The National Agricultural Statistics Service (NASS) projects that the number of dairy cattle in the U.S. will remain stable at about 9.3 million head, supporting the growth of the silage inoculant market.
Government Support for Sustainable Agricultural Practices: Government initiatives aimed at promoting sustainable farming practices are encouraging the use of silage inoculants to reduce feed waste and enhance forage preservation. The USDA’s Conservation Reserve Program incentivizes practices that reduce feed spoilage and waste, indirectly boosting demand for inoculants.
Technological Advancements in Inoculant Formulations: Innovations in microbial technology have led to more effective silage inoculants that improve fermentation efficiency and nutritional value. The market is seeing a rise in the development of homofermentative and heterofermentative inoculants, which have demonstrated superior fermentation outcomes, contributing to better feed quality and higher adoption rates.

The Census of Agriculture, produced by the United States Department of Agriculture (USDA), provides a complete count of America's farms, ranches and the people who grow our food. The census is conducted every five years, most recently in 2022, and provides an in-depth look at the agricultural industry.This layer was produced from data obtained from the USDA National Agriculture Statistics Service (NASS) Large Datasets download page. The data were transformed and prepared for publishing using the Pivot Table geoprocessing tool in ArcGIS Pro and joined to county boundaries. The county boundaries are 2022 vintage and come from Living Atlas ACS 2022 feature layers.Dataset SummaryPhenomenon Mapped: 2022 Soybean ProductionCoordinate System: Web Mercator Auxiliary SphereExtent: 48 Contiguous United States, Alaska, and HawaiiSource: USDA National Agricultural Statistics ServicePublication Date: 2022AttributesNote that some values are suppressed as "Withheld to avoid disclosing data for individual operations", "Not applicable", or "Less than half the rounding unit". These have been coded in the data as -999, -888, and -777 respectively.Soybeans - Acres HarvestedSoybeans - Operations With Area Harvested - Area Harvested: (1.0 To 24.9 Acres)Soybeans - Operations With Area Harvested - Area Harvested: (25.0 To 99.9 Acres)Soybeans - Operations With Area Harvested - Area Harvested: (100 To 249 Acres)Soybeans - Operations With Area Harvested - Area Harvested: (250 To 499 Acres)Soybeans - Operations With Area Harvested - Area Harvested: (500 To 999 Acres)Soybeans - Operations With Area Harvested - Area Harvested: (1,000 Or More Acres)Soybeans - Operations With Area HarvestedSoybeans - Operations With SalesSoybeans - Production, Measured In BushelsSoybeans - Sales, Measured In US DollarsSoybeans, Irrigated - Acres HarvestedSoybeans, Irrigated - Operations With Area Harvested In Alaska, one or more county-equivalent entities (borough, census area, city, municipality) are included in an agriculture census area.

The Census of Agriculture, produced by the United States Department of Agriculture (USDA), provides a complete count of America's farms, ranches and the people who grow our food. The census is conducted every five years, most recently in 2022, and provides an in-depth look at the agricultural industry.This layer was produced from data obtained from the USDA National Agriculture Statistics Service (NASS) Large Datasets download page. The data were transformed and prepared for publishing using the Pivot Table geoprocessing tool in ArcGIS Pro and joined to county boundaries. The county boundaries are 2022 vintage and come from Living Atlas ACS 2022 feature layers.Dataset SummaryPhenomenon Mapped: 2022 Turkey ProductionCoordinate System: Web Mercator Auxiliary SphereExtent: 48 Contiguous United States, Alaska, and HawaiiSource: USDA National Agricultural Statistics ServicePublication Date: 2022AttributesNote that some values are suppressed as "Withheld to avoid disclosing data for individual operations", "Not applicable", or "Less than half the rounding unit". These have been coded in the data as -999, -888, and -777 respectively.Turkeys - InventoryTurkeys - Operations With InventoryTurkeys - Operations With SalesTurkeys - Sales, Measured In HeadTurkeys, Production Contract - Operations With ProductionTurkeys, Production Contract - Production, Measured In Head In Alaska, one or more county-equivalent entities (borough, census area, city, municipality) are included in an agriculture census area.

The Census of Agriculture, produced by the United States Department of Agriculture (USDA), provides a complete count of America's farms, ranches and the people who grow our food. The census is conducted every five years, most recently in 2022, and provides an in-depth look at the agricultural industry.This layer was produced from data obtained from the USDA National Agriculture Statistics Service (NASS) Large Datasets download page. The data were transformed and prepared for publishing using the Pivot Table geoprocessing tool in ArcGIS Pro and joined to county boundaries. The county boundaries are 2022 vintage and come from Living Atlas ACS 2022 feature layers.Dataset SummaryPhenomenon Mapped: 2022 Rice ProductionCoordinate System: Web Mercator Auxiliary SphereExtent: 48 Contiguous United States, Alaska, and HawaiiSource: USDA National Agricultural Statistics ServicePublication Date: 2022AttributesNote that some values are suppressed as "Withheld to avoid disclosing data for individual operations", "Not applicable", or "Less than half the rounding unit". These have been coded in the data as -999, -888, and -777 respectively.Rice - Acres HarvestedRice - Operations With Area Harvested - Area Harvested: (1.0 To 24.9 Acres)Rice - Operations With Area Harvested - Area Harvested: (25.0 To 99.9 Acres)Rice - Operations With Area Harvested - Area Harvested: (100 To 249 Acres)Rice - Operations With Area Harvested - Area Harvested: (250 To 499 Acres)Rice - Operations With Area Harvested - Area Harvested: (500 To 999 Acres)Rice - Operations With Area Harvested - Area Harvested: (1,000 Or More Acres)Rice - Operations With Area HarvestedRice - Operations With SalesRice - Production, Measured In HundredweightRice - Sales, Measured In US Dollars ($)Rice, Irrigated - Acres HarvestedRice, Irrigated - Operations With Area Harvested In Alaska, one or more county-equivalent entities (borough, census area, city, municipality) are included in an agriculture census area.

The Census of Agriculture, produced by the United States Department of Agriculture (USDA), provides a complete count of America's farms, ranches and the people who grow our food. The census is conducted every five years, most recently in 2022, and provides an in-depth look at the agricultural industry.This layer was produced from data obtained from the USDA National Agriculture Statistics Service (NASS) Large Datasets download page. The data were transformed and prepared for publishing using the Pivot Table geoprocessing tool in ArcGIS Pro and joined to county boundaries. The county boundaries are 2022 vintage and come from Living Atlas ACS 2022 feature layers.Dataset SummaryPhenomenon Mapped: 2022 Cattle ProductionCoordinate System: Web Mercator Auxiliary SphereExtent: 48 Contiguous United States, Alaska, and HawaiiSource: USDA National Agricultural Statistics ServicePublication Date: 2022AttributesNote that some values are suppressed as "Withheld to avoid disclosing data for individual operations", "Not applicable", or "Less than half the rounding unit". These have been coded in the data as -999, -888, and -777 respectively.Cattle, (Excl Cows) - Inventory - Inventory Of Cattle, (Excl Cows): (1 To 9 Head)Cattle, (Excl Cows) - Inventory - Inventory Of Cattle, (Excl Cows): (10 To 19 Head)Cattle, (Excl Cows) - Inventory - Inventory Of Cattle, (Excl Cows): (20 To 49 Head)Cattle, (Excl Cows) - Inventory - Inventory Of Cattle, (Excl Cows): (50 To 99 Head)Cattle, (Excl Cows) - Inventory - Inventory Of Cattle, (Excl Cows): (100 To 199 Head)Cattle, (Excl Cows) - Inventory - Inventory Of Cattle, (Excl Cows): (200 To 499 Head)Cattle, (Excl Cows) - Inventory - Inventory Of Cattle, (Excl Cows): (500 Or More Head)Cattle, (Excl Cows) - InventoryCattle, (Excl Cows) - Operations With Inventory - Inventory Of Cattle, (Excl Cows): (1 To 9 Head)Cattle, (Excl Cows) - Operations With Inventory - Inventory Of Cattle, (Excl Cows): (10 To 19 Head)Cattle, (Excl Cows) - Operations With Inventory - Inventory Of Cattle, (Excl Cows): (20 To 49 Head)Cattle, (Excl Cows) - Operations With Inventory - Inventory Of Cattle, (Excl Cows): (50 To 99 Head)Cattle, (Excl Cows) - Operations With Inventory - Inventory Of Cattle, (Excl Cows): (100 To 199 Head)Cattle, (Excl Cows) - Operations With Inventory - Inventory Of Cattle, (Excl Cows): (200 To 499 Head)Cattle, (Excl Cows) - Operations With Inventory - Inventory Of Cattle, (Excl Cows): (500 Or More Head)Cattle, (Excl Cows) - Operations With InventoryCattle, Calves - Operations With Sales - Sales Of Calves: (1 To 9 Head)Cattle, Calves - Operations With Sales - Sales Of Calves: (10 To 19 Head)Cattle, Calves - Operations With Sales - Sales Of Calves: (20 To 49 Head)Cattle, Calves - Operations With Sales - Sales Of Calves: (50 To 99 Head)Cattle, Calves - Operations With Sales - Sales Of Calves: (100 To 199 Head)Cattle, Calves - Operations With Sales - Sales Of Calves: (200 To 499 Head)Cattle, Calves - Operations With Sales - Sales Of Calves: (500 Or More Head)Cattle, Calves - Operations With SalesCattle, Calves - Sales, Measured In Head - Sales Of Calves: (1 To 9 Head)Cattle, Calves - Sales, Measured In Head - Sales Of Calves: (10 To 19 Head)Cattle, Calves - Sales, Measured In Head - Sales Of Calves: (20 To 49 Head)Cattle, Calves - Sales, Measured In Head - Sales Of Calves: (50 To 99 Head)Cattle, Calves - Sales, Measured In Head - Sales Of Calves: (100 To 199 Head)Cattle, Calves - Sales, Measured In Head - Sales Of Calves: (200 To 499 Head)Cattle, Calves - Sales, Measured In Head - Sales Of Calves: (500 Or More Head)Cattle, Calves - Sales, Measured In HeadCattle, Calves, Veal, Raised Or Sold - Number Of OperationsCattle, Cows - InventoryCattle, Cows - Operations With InventoryCattle, Cows, Beef - Inventory - Inventory Of Beef Cows: (1 To 9 Head)Cattle, Cows, Beef - Inventory - Inventory Of Beef Cows: (10 To 19 Head)Cattle, Cows, Beef - Inventory - Inventory Of Beef Cows: (20 To 49 Head)Cattle, Cows, Beef - Inventory - Inventory Of Beef Cows: (50 To 99 Head)Cattle, Cows, Beef - Inventory - Inventory Of Beef Cows: (100 To 199 Head)Cattle, Cows, Beef - Inventory - Inventory Of Beef Cows: (200 To 499 Head)Cattle, Cows, Beef - Inventory - Inventory Of Beef Cows: (500 Or More Head)Cattle, Cows, Beef - InventoryCattle, Cows, Beef - Operations With Inventory - Inventory Of Beef Cows: (1 To 9 Head)Cattle, Cows, Beef - Operations With Inventory - Inventory Of Beef Cows: (10 To 19 Head)Cattle, Cows, Beef - Operations With Inventory - Inventory Of Beef Cows: (20 To 49 Head)Cattle, Cows, Beef - Operations With Inventory - Inventory Of Beef Cows: (50 To 99 Head)Cattle, Cows, Beef - Operations With Inventory - Inventory Of Beef Cows: (100 To 199 Head)Cattle, Cows, Beef - Operations With Inventory - Inventory Of Beef Cows: (200 To 499 Head)Cattle, Cows, Beef - Operations With Inventory - Inventory Of Beef Cows: (500 Or More Head)Cattle, Cows, Beef - Operations With InventoryCattle, Cows, Milk - Inventory - Inventory Of Milk Cows: (1 To 9 Head)Cattle, Cows, Milk - Inventory - Inventory Of Milk Cows: (10 To 19 Head)Cattle, Cows, Milk - Inventory - Inventory Of Milk Cows: (20 To 49 Head)Cattle, Cows, Milk - Inventory - Inventory Of Milk Cows: (50 To 99 Head)Cattle, Cows, Milk - Inventory - Inventory Of Milk Cows: (100 To 199 Head)Cattle, Cows, Milk - Inventory - Inventory Of Milk Cows: (200 To 499 Head)Cattle, Cows, Milk - Inventory - Inventory Of Milk Cows: (500 Or More Head)Cattle, Cows, Milk - InventoryCattle, Cows, Milk - Operations With Inventory - Inventory Of Milk Cows: (1 To 9 Head)Cattle, Cows, Milk - Operations With Inventory - Inventory Of Milk Cows: (10 To 19 Head)Cattle, Cows, Milk - Operations With Inventory - Inventory Of Milk Cows: (20 To 49 Head)Cattle, Cows, Milk - Operations With Inventory - Inventory Of Milk Cows: (50 To 99 Head)Cattle, Cows, Milk - Operations With Inventory - Inventory Of Milk Cows: (100 To 199 Head)Cattle, Cows, Milk - Operations With Inventory - Inventory Of Milk Cows: (200 To 499 Head)Cattle, Cows, Milk - Operations With Inventory - Inventory Of Milk Cows: (500 Or More Head)Cattle, Cows, Milk - Operations With InventoryCattle, >= 500 Lbs - Operations With Sales - Sales Of Cattle >= 500 Lbs: (1 To 9 Head)Cattle, >= 500 Lbs - Operations With Sales - Sales Of Cattle >= 500 Lbs: (10 To 19 Head)Cattle, >= 500 Lbs - Operations With Sales - Sales Of Cattle >= 500 Lbs: (20 To 49 Head)Cattle, >= 500 Lbs - Operations With Sales - Sales Of Cattle >= 500 Lbs: (50 To 99 Head)Cattle, >= 500 Lbs - Operations With Sales - Sales Of Cattle >= 500 Lbs: (100 To 199 Head)Cattle, >= 500 Lbs - Operations With Sales - Sales Of Cattle >= 500 Lbs: (200 To 499 Head)Cattle, >= 500 Lbs - Operations With Sales - Sales Of Cattle >= 500 Lbs: (500 Or More Head)Cattle, >= 500 Lbs - Operations With SalesCattle, >= 500 Lbs - Sales, Measured In Head - Sales Of Cattle >= 500 Lbs: (1 To 9 Head)Cattle, >= 500 Lbs - Sales, Measured In Head - Sales Of Cattle >= 500 Lbs: (10 To 19 Head)Cattle, >= 500 Lbs - Sales, Measured In Head - Sales Of Cattle >= 500 Lbs: (20 To 49 Head)Cattle, >= 500 Lbs - Sales, Measured In Head - Sales Of Cattle >= 500 Lbs: (50 To 99 Head)Cattle, >= 500 Lbs - Sales, Measured In Head - Sales Of Cattle >= 500 Lbs: (100 To 199 Head)Cattle, >= 500 Lbs - Sales, Measured In Head - Sales Of Cattle >= 500 Lbs: (200 To 499 Head)Cattle, >= 500 Lbs - Sales, Measured In Head - Sales Of Cattle >= 500 Lbs: (500 Or More Head)Cattle, >= 500 Lbs - Sales, Measured In HeadCattle, Heifers, >= 500 Lbs, Milk Replacement, Production Contract - Operations With ProductionCattle, Heifers, >= 500 Lbs, Milk Replacement, Production Contract - Production, Measured In HeadCattle, Incl Calves - Inventory - Inventory Of Cattle, Incl Calves: (1 To 9 Head)Cattle, Incl Calves - Inventory - Inventory Of Cattle, Incl Calves: (10 To 19 Head)Cattle, Incl Calves - Inventory - Inventory Of Cattle, Incl Calves: (20 To 49 Head)Cattle, Incl Calves - Inventory - Inventory Of Cattle, Incl Calves: (50 To 99 Head)Cattle, Incl Calves - Inventory - Inventory Of Cattle, Incl Calves: (100 To 199 Head)Cattle, Incl Calves - Inventory - Inventory Of Cattle, Incl Calves: (200 To 499 Head)Cattle, Incl Calves - Inventory - Inventory Of Cattle, Incl Calves: (500 Or More Head)Cattle, Incl Calves - InventoryCattle, Incl Calves - Operations With Inventory - Inventory Of Cattle, Incl Calves: (1 To 9 Head)Cattle, Incl Calves - Operations With Inventory - Inventory Of Cattle, Incl Calves: (10 To 19 Head)Cattle, Incl Calves - Operations With Inventory - Inventory Of Cattle, Incl Calves: (20 To 49 Head)Cattle, Incl Calves - Operations With Inventory - Inventory Of Cattle, Incl Calves: (50 To 99 Head)Cattle, Incl Calves - Operations With Inventory - Inventory Of Cattle, Incl Calves: (100 To 199 Head)Cattle, Incl Calves - Operations With Inventory - Inventory Of Cattle, Incl Calves: (200 To 499 Head)Cattle, Incl Calves - Operations With Inventory - Inventory Of Cattle, Incl Calves: (500 Or More Head)Cattle, Incl Calves - Operations With InventoryCattle, Incl Calves - Operations With Sales - Sales Of Cattle, Incl Calves: (1 To 9 Head)Cattle, Incl Calves - Operations With Sales - Sales Of Cattle, Incl Calves: (10 To 19 Head)Cattle, Incl Calves - Operations With Sales - Sales Of Cattle, Incl Calves: (20 To 49 Head)Cattle, Incl Calves - Operations With Sales - Sales Of Cattle, Incl Calves: (50 To 99 Head)Cattle, Incl Calves - Operations With Sales - Sales Of Cattle, Incl Calves: (100 To 199 Head)Cattle, Incl Calves - Operations With Sales - Sales Of Cattle, Incl Calves: (200 To 499 Head)Cattle, Incl Calves - Operations With Sales - Sales Of Cattle, Incl Calves: (500 Or More Head)Cattle, Incl Calves - Operations With SalesCattle, Incl Calves - Sales, Measured In US Dollars ($)Cattle, Incl Calves - Sales, Measured In Head - Sales Of Cattle, Incl Calves: (1 To 9 Head)Cattle, Incl Calves - Sales, Measured In Head - Sales Of Cattle, Incl Calves: (10 To 19 Head)Cattle, Incl