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: April 2023 (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: June 16, 2023Local 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 2021 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.To better understand the different labor force statistics included in this map, see the diagram below from BLS:

Explore the economically active population aged 15 and above in Qatar by nationality, gender, and employment status. Gain insights into the labor force composition and economic trends with this comprehensive dataset. Non-Qatari, Qatari, Own Account Worker, Male, Employee, Total, Employer, Female, Population, Labor, Economic, Employed, Qatar Labor Force Qatar Follow data.kapsarc.org for timely data to advance energy economics research..Not including persons seeking work for the first time

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 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

This dataset contains a snapshot of commuting patterns for Census day 2011 (Tuesday 9th August). It is a complete enumeration via a self-completion Census form. The scope of Journey to Work (JTW) 2011 is employed persons aged 15 years and over, who were employed the week before Census night, and with a workplace in NSW. Journey to Work 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 Transport Performance and Analytics (TPA) purchases (randomisation of small cells) * Further validation and adjustment of the data undertaken by Transport Performance and Analytics TPA * Imputation of records of incomplete addresses to eliminate locality ‘dump’ codes ABS data is used with permission from the Australian Bureau of Statistics

This dataset contains a snapshot of commuting patterns for Census day 1991 (Tuesday 6th 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 resident in the Greater Metropolitan Area (GMA) 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

This dataset contains a snapshot of commuting patterns for Census day 2006 (Tuesday 8th August). It is a complete enumeration via a self-completion Census form. The scope of Journey to Work (JTW) 2006 is employed persons aged 15 years and over, who were employed 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 Transport Performance and Analytics (TPA) purchases (randomisation of small cells) * Further validation and adjustment of the data undertaken by Transport Performance and Analytics TPA * Imputation of records of incomplete addresses to eliminate locality ‘dump’ codes ABS data is used with permission from the Australian Bureau of Statistics

Explore the dataset on public sector employment by gender and nationality in Kuwait. Gain insights into the employed labor demographics in the country. employed, labor KuwaitFollow data.kapsarc.org for timely data to advance energy economics research..

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: April 2023 (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: June 16, 2023Local 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 2021 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.To better understand the different labor force statistics included in this map, see the diagram below from BLS:

Transport for NSW provides projections of workforce 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/workforce-projections/resource/5e331b37-5b9d-4da1-ba36-91b7a265723a) aligned with the [NSW Government Common Planning Assumptions](https://www.treasury.nsw.gov.au/information-public-entities/common-planning-assumptions). TZP22 Workforce Projections cover persons who reside in Occupied Private Dwellings, aged 15 years and over, and are presented by their usual place of residence. The following Workforce variables are presented in TZP22: \* Employed People, 15 years and over in Occupied Private Dwellings \* Unemployed People, 15 years and over in Occupied Private Dwellings \* People not in the workforce, 15 years and over in Occupied Private Dwellings 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 Population and Dwellings projections \* Workforce participation rates - NSW Treasury \* Historical labour force data - ABS Labour Force Survey For a summary of the TZP22 Projections method please refer to the [TZP22 Factsheet](https://opendata.transport.nsw.gov.au/dataset/workforce-projections/resource/dc4a7146-61e3-414b-aa3a-192b409351a6) For more detail on the projection process please refer to the [TZP22 Technical Guide](https://opendata.transport.nsw.gov.au/dataset/workforce-projections/resource/c7336584-b55f-4549-a060-8ec90219c120) Additional land use information for [population](https://opendata.transport.nsw.gov.au/dataset/population-projections) and [employment](https://opendata.transport.nsw.gov.au/dataset/employment-projections) as well as [Travel Zone boundaries for NSW](https://opendata.transport.nsw.gov.au/dataset/travel-zones-2016) and concordance files are also available for download on the Open Data Hub. A visualisation of the workforce 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**