Agricultural trade multipliers provide estimates of employment and/or output effects of trade in farm and food products on the U.S. economy. These effects, when expressed as multipliers, reflect the amount of economic activity and/or jobs generated by agricultural exports.

The Annual Coal Report (ACR) provides annual data on U.S. coal production, number of mines, productive capacity, recoverable reserves, employment, productivity, consumption, stocks, and prices. All data for 2015 and prior years are final. From the Energy Information Administration, U.S. Department of Energy. Internet Archive URL: https://web.archive.org/web/*/http://www.eia.gov/coal/annual/

Explore the economically active/inactive population (15 years above) by nationality, gender, and more in Qatar. Find crucial data on employment, unemployment, and labor force trends. Population, Labor, employed, unemployed, employment, unemployment, employee, Qatar Labor Force QatarFollow data.kapsarc.org for timely data to advance energy economics research.. Follow datasource.kapsarc.org for timely data to advance energy economics.Not including persons seeking work for the first time

Transport for NSW provides projections of employment at the small area (Travel Zone or TZ) level for NSW. The latest version is Travel Zone Projections 2022 (TZP22), released November 2022. This new version TZP22 is an update on the previously published [TZP19](https://opendata.transport.nsw.gov.au/dataset/employment-projections/resource/77e880c1-0073-42bd-850a-ddf974e26cd6) and aligns with the [NSW Government Common Planning Assumptions](https://www.treasury.nsw.gov.au/information-public-entities/common-planning-assumptions). TZP22 Employment Projections are for employed persons by place of work. They are provided by Industry using two breakdowns: * 33 industry categories (equivalent to the ABS 1-digit Australia and New Zealand Standard Industrial Classification (ANZSIC) codes with the exception of Manufacturing which is at 2-digit level). * 4 Broad Industry Categories (groupings of the above) The projections in this release, TZP22 are presented annually 2016 to 2026 and five-yearly from 2026 to 2066 and are in TZ16 geography. Please note, TZP22 is based on best available data as at early to mid 2022. It includes the impacts from the Covid-19 pandemic and does not include results from the ABS 2021 Census as the relevant data had not been released at the time of TZP22 production. **Key Data Inputs used:** * TZP22 Workforce Projections * Census Journey to Work 2016 dataset by Destination Zone - ABS * State-level Employment projections – NSW Treasury * Employment by industry projections - Victoria University * Future Employment Development Database (FEDD) - a custom dataset compiled by TfNSW in late 2019 and updated in mid-2022, that presents the number of jobs expected from major projects based on publicly available documents. For a summary of the TZP22 Projections method please refer to the [TZP22 Factsheet](https://opendata.transport.nsw.gov.au/dataset/employment-projections/resource/cabdece8-98a2-4004-b2bc-30e4d153a2da) For more detail on the projection process please refer to the [TZP22 Technical Guide](https://opendata.transport.nsw.gov.au/dataset/employment-projections/resource/ca2fcd4d-fcaf-412a-b761-e5c86af6f570) Additional land use information for [population](https://opendata.transport.nsw.gov.au/dataset/population-projections) and [workforce](https://opendata.transport.nsw.gov.au/dataset/workforce-projections) as well as [Travel Zone boundaries for NSW](https://opendata.transport.nsw.gov.au/dataset/travel-zones-2016) are also available for download on the Open Data Hub. A visualisation of the employment projections is available on the Transport for NSW Website under [Reference Information.](https://www.transport.nsw.gov.au/data-and-research/reference-information/travel-zone-explorer-visualisation) **Cautions** The TZP22 dataset represents one view of the future aligned with the NSW Government Common Planning Assumptions and population and economic projections. The projections are not based on specific assumptions about future new transport infrastructure, but do take into account known land-use developments underway or planned, and strategic plans. * TZP22 is a strategic state-wide dataset and caution should be exercised when considering results at detailed breakdowns. * The TZP22 outputs represent a point in time set of projections (as at early to mid 2022). * The projections are not government targets. * Travel Zone (TZ) level outputs are projections only and should be used as a guide. As with all small area data, aggregating of travel zone projections to higher geographies leads to more robust results. * As a general rule, TZ-level projections are illustrative of a possible future only. * More specific advice about data reliability for the specific variables projected is provided in the “Read Me” page of the Excel format summary spreadsheets on the TfNSW Open Data Hub. * Caution is advised when comparing TZP22 with the previous set of projections (TZP19) due to addition of new data sources for the most recent years, and adjustments to methodology. **Further cautions and notes can be found in the TZP22 Technical Guide.**

This website contains general legal advice. It is not intended, nor should it be considered, a substitute for obtaining legal advice about the specific factual situation that you are dealing with. Often a small change in the facts and circumstance will compel a different legal conclusion. When in doubt, or where more specific legal advice is needed, please contact the appropriate office in the Office of the General Counsel.

The GHPsRUS Project's full name is "Measuring the Costs and Benefits of Nationwide Geothermal Heat Pump Deployment." The dataset contains employment and installation price data collected by four economic surveys: (1)GHPsRUS Project Manufacturer & OEM Survey, (2) GHPsRUS Project Geothermal Loop Survey, (3) GHPsRUS Project Mechanical Equipment Installation Survey, and (4) GHPsRUS Geothermal Heat Pump Industry Survey

This dataset contains a snapshot of commuting patterns for Census day 2001 (Tuesday 7th August). It is a complete enumeration via a self-completion Census form. The scope of JTW is employed persons aged 15 years and over, who were employed during the week before Census night, and with a workplace in NSW. JTW data may produce slightly different counts to those obtained directly from the Australian Bureau of Statistics (ABS) for the same geographic level due to: * ABS confidentialising process is applied to the data that TPA purchases (randomisation of small cells) * Further validation and adjustment of the data undertaken by TPA * Imputation of records of incomplete addresses to eliminate locality ‘dump’ codes ABS data is used with permission from the Australian Bureau of Statistics

Data on NOx RACT, ozone nonattainment, and power plant employment, and program files used in: Glenn Sheriff, Ann E. Ferris, and Ronald J. Shadbegian, "How Did Air Quality Standards Affect Employment at US Power Plants? The Importance of Timing, Geography, and Stringency," Journal of the Association of Environmental and Resource Economists 6, no. 1 (January 2019): 111-149. Citation information for this dataset can be found in the EDG's Metadata Reference Information section and Data.gov's References section.

Explore the number of employees in government sectors dataset for insights on labor and employment trends in Saudi Arabia. Analyze data collected by SAMA Annual. Labor, Government, employment, SAMA Annual Saudi ArabiaFollow data.kapsarc.org for timely data to advance energy economics research..Note:The Statistics include men and women working under the following ladders: (Public Ladder of Employee Salaries, Ladder of Health Jobs, Ladder of Educational Jobs, Ladder of the Teaching staff, lecturers and teaching assistants, Judge Ladder, Ladder of Investigation staff and public prosecutors, and Ladder of Wage - earners).

This data set provides resources for state employment and training throughout United States.

This API provides data back to 1990 and projections annually, monthly, and quarterly for 18 months. It provides data on economic output, income, expenditures, employment, production and price indexes. Users of the EIA API are required to obtain an API Key via this registration form: http://www.eia.gov/beta/api/register.cfm

State fact sheets provide information on population, income, education, employment, federal funds, organic agriculture, farm characteristics, farm financial indicators, top commodities, and exports, for each State in the United States. Links to county-level data are included when available.

Thirty Minute City and Metro Strategic Centre Catchments is a foundation of the [Future Transport Strategy](https://future.transport.nsw.gov.au/future-transport-strategy/greater-sydney-network). Thirty Minute City establishes a metropolitan transport network which reinforces the metropolis of three cities, particularly the delivery of a 30-minute city where most residents in each city can access their metropolitan centre or cluster within 30 minutes by public transport. Metro Strategic Centre Catchments develops a network of 34 strategic centres with jobs, goods and services supported by a public transport, walking and cycling network. This would provide residents with a 30-minute public transport service to their nearest strategic centre seven days a week. The image below shows the thirty minute city catchments to the different strategic centre catchments.  The Thirty Minute City and Metro Strategic Centre Catchments Document provides you with detailed information regards the background of this initiative and the datasets used.

Find information using interactive applications to get statistics from multiple surveys.

Explore wages and salaries data by establishment size and economic activity in Saudi Arabia. This dataset covers various industries such as manufacturing, health, financial intermediation, education, construction, and more. Other manufacturing, Remediation activities and other waste management services, Industry of paper and its products, Health and social work, Extraction of crude petroleum and natural gas, Social work activities without accommodation, Manufacture of food prod. and beverages, Manufacture of textiles, Financial intermediation, Motion picture, video & tv programme production, sound recording, Scientific research and development, Hotels and restaurants, Other personal service activities, Retail trade, except of motor vehicles and motorcycles, Information service activities, Manufacturing of apparel, preparing & tanning fur, Food and beverage service activities, Manufacture of food products, Manufacture of leather and related products, Repair and installation of machinery and equipment, Programming and broadcasting activities, Other mining and quarrying, Education, Manufacture of office, accounting and computing machinery, Creative, arts and entertainment activities, Insurance and pension funding, except compulsory social security, Construction, Sports activities and amusement and recreation activities, Printing and reproduction of recorded media, Travel agency, tour operator, reservation service & related activities, Computer programming, consultancy and related activities, Repair of computers and personal and household goods, Agriculture and hunting and related service activities, Manufacture of furniture, Activities auxiliary to financial intermediation, Fishing and aquaculture, Mining of coal and lignite, Manufacture of electrical machinery and apparatus, Advertising and market research, Printing & Publishing, Manufacture of radio, television and communication equipment and apparatus, Activities of head offices; management consultancy activities, Activities for mining and quarrying, Rental and leasing activities, Services to buildings and landscape activities, Office administrative, office support & other business support act's, Forestry and logging, Manufacture of other non-metallic mineral products, Air transport, Manufacture of furniture; manufacturing, Mining support service activities, Accommodation, Crop and animal production, hunting and related service activities, Post and telecommunications, Water collection, treatment and supply, Manufacture of machinery and equipment n.e.c., Land transport and transport via pipelines, Manufacture of medical, precision and optical instruments, watches and clocks, Manufacture of beverages, Activities of membership organizations n.e.c., Manufacture of non-metallic mineral products, Water transport, Wholesale trade, except of motor vehicles and motorcycles, Manufacture of products and preparations pharmaceutical, Wholesale & retail trade and repair of motor vehicles & motorcycles, Land transport; transport via pipelines, Manufacture of wood and of products of wood and cork, Real estate activities, Activities of membership organizations, Warehousing and support activities for transportation, Manufacture of wearing apparel, Legal and accounting activities, Manufacture of electrical equipment, Financial service activities, except insurance and pension funding, Architectural and engineering activities; technical testing & analysis, Manufacture of fabricated metal products, Manufacture of coke and refined petroleum products, Tanning and dressing of leather; manufacture of luggage and footwear, Retail trade and repair of personal and household goods, Supporting and auxiliary transport activities; activities of travel agencies, Sewerage, Activities, business services, Exploration of oil and natural gas, Publishing activities, Specialized construction activities, Insurance, reinsurance and pension funding, Employment activities, Manufacture of motor vehicles, trailers and semi-trailers, Construction of buildings, Libraries, archives, museums and other cultural activities, Mining of metal ores, Electricity, gas, steam and air conditioning supply, Wholesale trade and commission trade, service activities, Recycling, Manufacture of basic metals, Activities auxiliary to financial service and insurance activities, Recreational, cultural and sporting activities, Waste collection, treatment & disposal activities; materials recovery, Manufacture of computer, electronic and optical products, Veterinary activities, Fishing, Manufacture of tobacco products, Manufacture of machinery and equipment, Manufacture of paper and paper products, Security and investigation activities, Postal and courier activities, Residential care activities, Civil engineering, Computer and related activities, Human health activities, Total, Products of refined petroleum, Manufacture of chemicals , Articles and products, Sale, maintenance and repair of motor vehicles and motorcycles; retail sale of automotive fuel, Renting of machinery and equipment without operator and of personal and household goods, Manufacture of chemicals and chemical products, Telecommunications, Manufacture of other transport equipment, Collection, purification and distribution of water, Sewage and refuse disposal and sanitation, Electricity, gas and steam, Other professional, scientific and technical activities, Manufacture of rubber and plastics products, Research and development, Labor, Annual Economic Establishment Survey, Manufacturing Saudi ArabiaFollow data.kapsarc.org for timely data to advance energy economics research..Data from the Annual Economic Establishment Survey.Do not include establishments operating in the governmental and external sectors. Including establishments operating in the private and public sector and not for profit.