This layer contains the latest 14 months of unemployment statistics from the U.S. Bureau of Labor Statistics (BLS). The data is offered at the nationwide, state, and county geography levels. Puerto Rico is included. These are not seasonally adjusted values.The layer is updated monthly with the newest unemployment statistics available from BLS. There are attributes in the layer that specify which month is associated to each statistic. Most current month: December 2024 (preliminary values at the county level)The attributes included for each month are:Unemployment rate (%)Count of unemployed populationCount of employed population in the labor forceCount of people in the labor forceData obtained from the U.S. Bureau of Labor Statistics. Data downloaded: March 17th, 2025Local Area Unemployment Statistics table download: https://www.bls.gov/lau/#tablesLocal Area Unemployment FTP downloads:State and CountyNationData Notes:This layer is updated automatically when the BLS releases their most current monthly statistics. The layer always contains the most recent estimates. It is updated within days of the BLS's county release schedule. BLS releases their county statistics roughly 2 months after-the-fact. The data is joined to 2023 TIGER boundaries from the U.S. Census Bureau.Monthly values are subject to revision over time.For national values, employed plus unemployed may not sum to total labor force due to rounding.As of the January 2022 estimates released on March 18th, 2022, BLS is reporting new data for the two new census areas in Alaska - Copper River and Chugach - and historical data for the previous census area - Valdez Cordova.As of the March 17th, 2025 release, BLS now reports data for 9 planning regions in Connecticut rather than the 8 previous counties.To better understand the different labor force statistics included in this map, see the diagram below from BLS:

Historical Employment Statistics 1990 - current. The Current Employment Statistics (CES) more information program provides the most current estimates of nonfarm employment, hours, and earnings data by industry (place of work) for the nation as a whole, all states, and most major metropolitan areas. The CES survey is a federal-state cooperative endeavor in which states develop state and sub-state data using concepts, definitions, and technical procedures prescribed by the Bureau of Labor Statistics (BLS). Estimates produced by the CES program include both full- and part-time jobs. Excluded are self-employment, as well as agricultural and domestic positions. In Connecticut, more than 4,000 employers are surveyed each month to determine the number of the jobs in the State. For more information please visit us at http://www1.ctdol.state.ct.us/lmi/ces/default.asp.

Graph and download economic data for All Employees, Federal (CES9091000001) from Jan 1939 to Feb 2025 about establishment survey, federal, government, employment, and USA.

Job Openings and Labor Turnover Survey data from the U.S. Bureau of Labor Statistics

Data from the Bureau of Labor Statistics (BLS) Current Employment Statistics (CES) program. CES data represents businesses and government agencies, providing detailed industry data on employment on nonfarm payrolls.

This dataset from the Bureau of Labor Statistics provides monthly estimates regarding total employment and unemployment, which together comprise the labor force. Our data extract lists all data published for North Carolina’s counties from January 2019 to the present. This dataset is a comprehensive nationwide representation using estimates derived from the national Current Population Survey (CPS) and American Community Survey 5-year estimates. No disaggregations by demographic or worker characteristics are included in the labor force estimate. Time series reports for each variable (employment, unemployment, and labor force) are available for each geography (county) using the BLS multi-screen data tool. Preliminary estimates are released within 30 days of each month and finalized within another 30 days, resulting in a 2-month data lag. The data is available from BLS for a variety of geographic areas, including states, MSAs, counties, cities and towns, and other census regions.

About this Dataset

This dataset combines automation probability data with a breakdown of the number of jobs and salary in each occupation by state within the USA. Automation probability was acquired from the work of Carl Benedikt Freyand Michael A. Osborne; State employment data is from the Bureau of Labor Statistics. Note that for simplicity of analysis, all jobs where data was not available or there were less than 10 employees were marked as zero.

How to Cite this Dataset

If you use this dataset in your research, please credit the authors.

Salary Data

@misc{u.s. bureau of labor statistics, title={Occupational Employment Statistics}, url={https://www.bls.gov/oes/current/oes_nat.htm}, journal={U.S. BUREAU OF LABOR STATISTICS}}

Automation Data

@article{frey_osborne_2017, title={The future of employment: How susceptible are jobs to computerisation?}, volume={114}, DOI={10.1016/j.techfore.2016.08.019}, journal={Technological Forecasting and Social Change}, author={Frey, Carl Benedikt and Osborne, Michael A.}, year={2017}, pages={254–280}}

License

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AHE: sa: PW: FA: Heavy Machinery Rental & Leasing data was reported at 30.260 USD in Nov 2023. This records a decrease from the previous number of 30.560 USD for Oct 2023. AHE: sa: PW: FA: Heavy Machinery Rental & Leasing data is updated monthly, averaging 19.450 USD from Jan 1990 (Median) to Nov 2023, with 407 observations. The data reached an all-time high of 33.870 USD in Feb 2023 and a record low of 9.930 USD in Jan 1990. AHE: sa: PW: FA: Heavy Machinery Rental & Leasing data remains active status in CEIC and is reported by U.S. Bureau of Labor Statistics. The data is categorized under Global Database’s United States – Table US.G063: Current Employment Statistics Survey: Average Hourly Earnings: Production Workers: Seasonally Adjusted.

Graph and download economic data for All Employees, Skilled Nursing Care Facilities (CES6562310001) from Jan 1990 to Feb 2025 about nursing homes, nursing, health, establishment survey, education, services, employment, and USA.

Graph and download economic data for Quits: Total Nonfarm (JTSQUR) from Dec 2000 to Jan 2025 about quits, nonfarm, and USA.

Graph and download economic data for All Employees: Total Nonfarm in Kentucky (KYNA) from Jan 1990 to Jan 2025 about payrolls, nonfarm, KY, employment, and USA.

Graph and download economic data for Consumer Price Index for All Urban Consumers: Food at Home in U.S. City Average (CUSR0000SAF11) from Jan 1952 to Feb 2025 about urban, food, consumer, CPI, housing, inflation, price index, indexes, price, and USA.

Graph and download economic data for Layoffs and Discharges: Total Nonfarm (JTSLDL) from Dec 2000 to Jan 2025 about discharges, layoffs, nonfarm, and USA.

Graph and download economic data for Employment Level - Native Born (LNU02073413) from Jan 2007 to Feb 2025 about native born, 16 years +, household survey, employment, and USA.

Graph and download economic data for Employed full time: Wage and salary workers: Writers and authors occupations: 16 years and over: Women (LEU0254700000A) from 2000 to 2024 about occupation, females, full-time, salaries, workers, 16 years +, wages, employment, and USA.

Graph and download economic data for Employment Level - Foreign Born (LNU02073395) from Jan 2007 to Feb 2025 about foreign, household survey, employment, and USA.

Graph and download economic data for Labor Force Participation Rate - Women (LNS11300002) from Jan 1948 to Feb 2025 about females, participation, 16 years +, labor force, labor, household survey, rate, and USA.

Graph and download economic data for All Employees, Coal Mining (CES1021210001) from Jan 1985 to Feb 2025 about coal, logging, mining, establishment survey, employment, and USA.