AndreaBozzo/ceres-open-data-index huggingface dataset:
Outcome Measurement System - OMS

The Outcome Measurement System (OMS) is Job Corps' primary tool for performance accountability, composed of various specific report cards that cover specific areas of operation. The OMS report cards measure and account for performance across Job Corps' outreach and admission, center operation, and career transition services areas. The performance measures are primarily derived from the program’s authorizing legislation, the Workforce Innovation and Opportunity Act (WIOA), and U.S. Department of Labor (DOL) priorities, with goals and weights assigned.

Tags: eta, jobcorps, oms, outcome-measurement-system
Organization: Department of Labor
JobCorps Individual Performance Records

Job Corps submits individual performance records to the Workforce Integrated Performance System (WIPS) site on a quarterly basis. This data is used for Job Corps performance reporting on the WIOA performance measures in the same manner as other programs. Each quarterly file includes data elements, as specified by the Participant Individual Record Layout (PIRL), for participants served, reportable individuals, and participants who have exited from the program. Each quarterly submission contains results for a rolling 14 calendar quarter period.

Tags: eta, particpant-individual-record-layout, pirl, wioa-jobcorps
Organization: Department of Labor
Mixed Earner Unemployment Compensation (ETA-902M)

This dataset contains the historical series of Mixed Earner Unemployment Compensation (MEUC) reports (ETA-902M), which are specific to the MEUC program enacted by Congress in response to the COVID-19 pandemic. The MEUC program was enacted by the Continued Assistance Act signed into law on December 27, 2020. This dataset includes MEUC claims/workload and payment activities, MEUC appeals activities, and MEUC workload funding amounts.

Tags: appeals, benefits, cares-act, continued-assistance-act, coronavirus, covid-19, eta, first-payment, initial-claims, meuc, mixed-earner-unemployment-compensation, weeks-paid
Organization: Department of Labor
Adult - Indian and Native American Program (INAP) Grantee Performance Management System (GPMS)

The Workforce Innovation Opportunity Act (WIOA) Section 166, Indian and Native American Adult Program, collects data from tribal grantees on a quarterly basis for a rolling 4-quarter and quarterly period. This dataset includes information specific to the WIOA Section 166 Comprehensive Services Program (CSP) for performance accountability purposes.  The aggregate quarterly program report (ETA-9173-DINAP) and participant individual record layout (PIRL - ETA-9172) include data on individual characteristics, types of services received, and WIOA performance outcomes attained as a result of participating in the program. Data is available in aggregate and modified public use files on ETA’s website (doleta.gov/performance).

Tags: dinap, eta, inap, indian-native-american-program, native-american
Organization: Department of Labor
National Dislocated Workers Grants (NDWG) Joint Quarterly Performance Report (QPR) Data

National Dislocated Workers Grants (NDWG) Joint Quarterly Performance Report data (QPR) collects aggregate data on number of participants, services provided, and performance outcomes. There is no individual data in the dataset, only summary level quarterly data by individual grantee.

Tags: dislocated-worker-program, dwg, eta, national-dislocated-worker-program, ndwg
Organization: Department of Labor
Orthomosaic imagery for Whiskeytown Lake and surrounding area, northern California, 2018-12-02

This portion of the data release presents an RGB orthomosaic image of Whiskeytown Lake and the surrounding area derived from Structure from Motion (SfM) processing of aerial imagery acquired on 2018-12-02. The orthomosaic is available in a high-resolution 6-centimeter (cm) version, as well as a medium-resolution 25 cm version. The high-resolution version is divided into two tiles (east and west) to reduce file download sizes. All imagery is provided in a three-band cloud optimized GeoTIFF format, with 8-bit unsigned integer values compressed using high-quality JPEG compression. The raw imagery used to create the orthomosaic image was acquired from a manned aircraft on 2018-12-02. The acquisition flight was conducted by The 111th Group Aerial Photography, using a Nikon D850 camera. The imagery was acquired from an approximate altitude of 610 meters (2,000 feet) above ground level, to produce a nominal ground-sample distance (pixel size) of 5 centimeters (2 inches). An onboard single-frequency GPS receiver was used to record the precise time and position of each image. Coordinates for ground control points consisting of photo-identifiable objects were measured independently using survey-grade post-processed kinematic (PPK) GPS.

Tags: aerial-photography, bathymetry-and-elevation, carr-fire, cmhrp, coastal-and-marine-hazards-and-resources-program, elevation, fires, fragile-ecosystems, geomorphology, image-mosaics, pacific-coastal-and-marine-science-center, pcmsc, photography, remote-sensing, reservoir, state-of-california, topographic-maps, topography, u-s-geological-survey, usgs, usgs-5e7d4203e4b01d5092751e15, whiskeytown-lake, whiskeytown-shasta-trinity-national-recreation-area, wildfires
Organization: Department of the Interior
H-1B Skills Training Grant Programs' Quarterly Performance Report (QPR) Data

The H-1B skills training grant programs are competitive grants that focus on specific interventions, populations, partnerships, or structures in job training. The H-1B grants Quarterly Performance Report (QPR) dataset contains aggregate data on the number of participants, services provided, and performance outcomes. There is no individual data in the dataset, only summary level quarterly data by  grantee.

Tags: competitive-grants, discretionary-grants, eta, h-1b-employment-and-training
Organization: Department of Labor
National Farmworkers Jobs Program (NFJP) Joint Quarterly Narrative Report (QNR) (ETA -9179)

Joint Quarterly Narrative Performance Report (ETA-9179) is used to collect qualitative information on grantee efforts, challenges, and outcomes. The ETA-9179 allows grantees to provide a detailed account of all activities undertaken during the quarter including in-depth information on accomplishments, promising approaches, progress toward performance outcomes, and upcoming grant activities. This is largely a communication tool and does not contain quantitative data sets. This is unstructured and unorganized data.

Tags: eta, farmworker, farmworker-jobs, msfw, nfjp
Organization: Department of Labor
Permanent Employment Certification (PERM) Program Historical Data

This dataset includes data that the Employment and Training Administration's Office of Foreign Labor Certification (OFLC) collected from Permanent Employment Certification (PERM) applications during previous fiscal years. It includes information on employers, geography, and job details for participants in the PERM program. Historical PERM public disclosure data is available on the OFLC website in the Performance Data section. Data is available as Excel files in aggregate form at https://www.dol.gov/agencies/eta/foreign-labor/performance.

Tags: eta, oflc-performance-data, oflc-perm-applications, perm, perm-employers
Organization: Department of Labor
Prevailing Wage Program Historical Data

The historical Prevailing Wage public disclosure data available on the Office of Foreign Labor Certification (OFLC) web page in the Performance Data section.  This dataset includes data collected from Prevailing Wage applications during previous fiscal years. It includes information on employers, geography, job details, etc. for participants in the Prevailing Wage program. Historical Prevailing Wage public disclosure data is available on the OFLC website in the Performance Data section. Data is available as Excel files in aggregate form for previous fiscal years at https://www.dol.gov/agencies/eta/foreign-labor/performance.

Tags: eta, oflc-employers, oflc-performance-data, prevailing-wage
Organization: Department of Labor
Labor Condition Application for Nonimmigrant Workers (LCA)  Program Historical Data

This dataset includes data that the Employment and Training Administration's Office of Foreign Labor Certification (OFLC) collected from Labor Condition Applications for Nonimmigrant Workers (LCAs) during previous fiscal years. It includes information on employers, geography, and job details for participants in the LCA program. Historical LCA public disclosure data is available on the OFLC website in the Performance Data section. Data is available as Excel files in aggregate form at  https://www.dol.gov/agencies/eta/foreign-labor/performance.

Tags: eta, lca-applications, oflc-performance-data
Organization: Department of Labor
Topographic digital surface model (DSM) for Whiskeytown Lake and surrounding area, 2019-06-03

This portion of the data release presents a digital surface model (DSM) and hillshade of Whiskeytown Lake and the surrounding area derived from Structure from Motion (SfM) processing of aerial imagery acquired on 2019-06-03. Unlike a digital elevation model (DEM), the DSM represents the elevation of the highest object within the bounds of a cell. Vegetation, buildings and other objects have not been removed from the data. In addition, data artifacts resulting from noise and vegetation in the original imagery have not been removed. However, in unvegetated areas such as reservoir shorelines and deltas, the DSM is equivalent to a DEM because it represents the ground surface elevation. The raw imagery used to create this DSM was acquired from a manned aircraft on 2019-06-03. The acquisition flight was conducted by The 111th Group Aerial Photography, using a Nikon D850 camera. The acquisition covered two areas-of-interest (AOI) at different scales. The AOI for this dataset (referred to as AOI-A) covered the area immediately surrounding Whiskeytown Lake, which was the same area imaged in the 2018-12-02 acquisition. The imagery was acquired from an approximate altitude of 610 meters (2,000 feet) above ground level, to produce a nominal ground sample distance (pixel size) of 5 centimeters (2 inches). An onboard dual-frequency GPS receiver was used to record the precise time and position of each image. Coordinates for ground control points consisting of photo-identifiable objects were measured independently using survey-grade post-processed kinematic (PPK) GPS.

Tags: aerial-photography, bathymetry-and-elevation, carr-fire, cmhrp, coastal-and-marine-hazards-and-resources-program, elevation, fires, fragile-ecosystems, geomorphology, image-mosaics, pacific-coastal-and-marine-science-center, pcmsc, photography, remote-sensing, reservoir, state-of-california, topographic-maps, topography, u-s-geological-survey, usgs, usgs-5e7d36c1e4b01d5092751e09, whiskeytown-lake, whiskeytown-shasta-trinity-national-recreation-area, wildfires
Organization: Department of the Interior
H-2B Program Historical Data

This dataset includes data that the Employment and Training Administration's Office of Foreign Labor Certification (OFLC) collected from H-2B applications during previous fiscal years. It includes information on employers, geography, and job details for participants in the H-2B program. Historical H-2B public disclosure data is available on the OFLC website in the Performance Data section. Data is available as  Excel files in aggregate form at https://www.dol.gov/agencies/eta/foreign-labor/performance.

Tags: eta, h-2b, h-2b-applications, h-2b-employers, h-2b-jobs, h-2b-participants, oflc-performance-data
Organization: Department of Labor
H-2A Program Historical Data

This dataset includes data that ETA's Office of Foreign Labor Certification (OFLC) collected from H-2A applications during previous fiscal years. It includes information on employers, geography, and job details for participants in the H-2A program. Historical H-2A public disclosure data is available on the OFLC website in the Performance Data section. Data is available as Excel files in aggregate form at  https://www.dol.gov/agencies/eta/foreign-labor/performance.

Tags: eta, h-2a, h-2a-applicaions, h-2a-employers, h-2a-jobs, h-2a-participants, oflc-performance-data
Organization: Department of Labor
Unemployment Insurance Benefit Accuracy Measurement (BAM) Data

This dataset includes the historical series of sample Unemployment Insurance (UI) data collected through the benefit accuracy measurement (BAM) program. BAM is a statistical survey used to identify and support resolutions of deficiencies in the state’s (UI) system as well as to estimate state UI improper payments to be reported to DOL as required by the Improper Payments Information Act (IPIA) and the Elimination and Recovery Act (IPERA). BAM is also used to identify the root causes of improper payments and supports other analyses conducted by DOL to highlight improper payment prevention strategies and measure progress in meeting improper payment reduction targets.

Tags: benefit-accuracy-measurement, eta, fraud, improper-payment-rate, payment-accuracy, root-causes
Organization: Department of Labor
Enhanced Transitional Jobs Demonstration Evaluation (Restricted Use File)

Transitional jobs programs offer temporary subsidized jobs that aim to teach participants basic work skills or help them get a foot in the door with an employer. They also help participants address personal issues that impede their ability to work and assist them in finding unsubsidized jobs when the transitional jobs end. Prior studies of transitional jobs programs have shown mixed results. ETJD tested seven employment programs serving unemployed noncustodial parents or individuals recently released from prison. Although all of the programs were based on the same basic model, each program incorporated different enhancements to address the shortcomings of previously evaluated programs, with the goal of improving outcomes across a range of domains, including employment, criminal justice involvement, child support, and economic and personal well-being. There was a total of 7,000 sample members, roughly 1,000 per site. Impact analyses were conducted at both the pooled and site levels.

Tags: enhanced-transitional-jobs, eta, evaluation
Organization: Department of Labor
Topographic digital surface model (DSM) for Whiskeytown Lake and surrounding area, 2018-12-02

This portion of the data release presents a digital surface model (DSM) and hillshade of Whiskeytown Lake and the surrounding area derived from Structure from Motion (SfM) processing of aerial imagery acquired on 2018-12-02. Unlike a digital elevation model (DEM), the DSM represents the elevation of the highest object within the bounds of a cell. Vegetation, buildings and other objects have not been removed from the data. In addition, data artifacts resulting from noise and vegetation in the original imagery have not been removed. However, in unvegetated areas such as reservoir shorelines and deltas, the DSM is equivalent to a DEM because it represents the ground surface elevation. The raw imagery used to create this DSM was acquired from a manned aircraft on 2018-12-02. The acquisition flight was conducted by The 111th Group Aerial Photography, using a Nikon D850 camera. The imagery was acquired from an approximate altitude of 610 meters (2,000 feet) above ground level, to produce a nominal ground sample distance (pixel size) of 5 centimeters (2 inches). An onboard single-frequency GPS receiver was used to record the precise time and position of each image. Coordinates for ground control points consisting of photo-identifiable objects were measured independently using survey-grade post-processed kinematic (PPK) GPS.

Tags: aerial-photography, bathymetry-and-elevation, carr-fire, cmhrp, coastal-and-marine-hazards-and-resources-program, elevation, fires, fragile-ecosystems, geomorphology, image-mosaics, pacific-coastal-and-marine-science-center, pcmsc, photography, remote-sensing, reservoir, state-of-california, topographic-maps, topography, u-s-geological-survey, usgs, usgs-5e7d2fbde4b01d5092751dfd, whiskeytown-lake, whiskeytown-shasta-trinity-national-recreation-area, wildfires
Organization: Department of the Interior
Work Opportunity Tax Credit (WOTC) certification data

State workforce agencies submit performance data on WOTC certification activities to ETA through the quarterly electronic submission of ETA Form 9058 via the web-based Tax Credit Reporting System (TCRS) of the Enterprise Business Services System (EBSS).  ETA 9058 - Report 1- WOTC Certification Workload and Characteristics of Certified Individuals Form, provides state workforce agencies with a standardized e-reporting format to accurately report program activities and outcomes (e.g., certifications, denials, total workload, etc.).  Data is aggregated by State.

Tags: eta, work-opportunity-tax-credit, wotc
Organization: Department of Labor
(YouthBuild) Joint Quarterly Narrative Report data (QNR) (ETA -9179)

YouthBuild Joint Quarterly Narrative Performance Report dataset is a collection of qualitative narratives on YouthBuild grantees.  ETA  collects qualitative information on grantee efforts, challenges, and outcomes (ETA-9179).  ETA-9179 allows grantees to provide a detailed account of all activities undertaken during the quarter, including in-depth information on accomplishments, promising approaches, progress toward performance outcomes, and upcoming grant activities.

Tags: eta, youth-employment-and-training, youthbuild
Organization: Department of Labor
Eligible Training Provider Results Data (ETA-9171)

States are required to report aggregate performance information related to Eligible Training Provider outcomes for WIOA Adult, WIOA Dislocated Worker and WIOA Youth individuals served by each approved program of study. Information includes completion, employment, program of study and others. States report this information annually through the WIOA ETP Performance Report (ETA-9171) as detailed in TEGL 03-18, Eligible Training Provider (ETP) Reporting Guidance under the Workforce Innovation and Opportunity Act (WIOA).  The results are posted on TrainingProviderResults.gov

Tags: eligible-training-provider, eta, etp, trainingproviderresults-gov, wioa-eligible-training-provider, wioa-performance
Organization: Department of Labor
Hakalau Forest National Wildlife Refuge, Hawaii, Hawaii Akepa point-transect data, 2002

This data release contains the point-transect distance sampling records of Hawaii Akepa collected at Hakalau Forest National Wildlife Refuge in 2002, including survey point locations, distance to detected birds, number of detected birds, elevation, and alliance-level habitat classification. This data release consists of two tabular datasets, one that contains distances and the other that contains locations, elevation, habitat and counts (described herein).

Tags: biota, density-estimation, hakalau-forest-national-wildlife-refuge, hawaii-akepa, hawaii-usa, point-process-modeling, point-transect-distance-sampling, spatial-smoother-modeling, usgs-5e7d1b1be4b01d5092751dae
Organization: Department of the Interior
Public Workforce System Dataset (PWSD)

The PWSD is a dataset that can be used to answer questions about various public workforce system programs and how these programs fit in with the overall public workforce system and the economy. It was designed primarily to be used as a tool to understand what has been occurring in the Wagner-Peyser program and contains data from quarter 1 of 1995 through quarter 4 of 2008. Also, it was designed to understand the relationship and flow of participants as they go through the public workforce system. The PWSD can be used to analyze these programs both individually and in combination. The PWSD contains economic variables, Unemployment Insurance System data, and data on programs funded by the Workforce Investment Act and Employment Service. Economic variables included are labor force, employment, unemployment, unemployment rate, and gross domestic product data.

Tags: employment, eta, outcomes, pwsd, training-programs, workforce-system
Organization: Department of Labor
The WIA Adult and Dislocated Worker Programs Gold Standard Evaluation (Restricted Use File)

The WIA Adult and Dislocated Worker Programs Gold Standard Evaluation assessed the effectiveness of the intensive and training services provided through the Adult and Dislocated Worker formula-funded programs.  The study used an experimental research design to ensure the study findings are representative of national WIA Adult and Dislocated Worker programs, with the following features: Twenty-eight randomly-selected local workforce investment areas (LWIAs) participated.  With few exceptions (e.g., veterans), all eligible adults and dislocated workers in the LWIAs were randomly assigned to one of three research groups defined by the WIA-funded services that they could receive: (1) all WIA services, including training, (2) core and intensive services but not training, and (3) core services but not intensive or training services. Random assignment took place just after customers were found eligible to receive WIA-funded intensive services.

Tags: adult-and-dislocated-workers, eta, wia, workforce-investment-act
Organization: Department of Labor
Multibeam echo sounder - GeoTIFF images for processed Reson 7160 seafloor backscatter data collected during USGS field activities 2017-001-FA and 2017-002-FA.

In spring and summer 2017, the U.S. Geological Survey’s Gas Hydrates Project conducted two cruises aboard the research vessel Hugh R. Sharp to explore the geology, chemistry, ecology, physics, and oceanography of sea-floor methane seeps and water column gas plumes on the northern U.S. Atlantic margin between the Baltimore and Keller Canyons. Split-beam and multibeam echo sounders and a chirp subbottom profiler were deployed during the cruises to map water column backscatter, sea-floor bathymetry and backscatter, and subsurface stratigraphy associated with known and undiscovered sea-floor methane seeps. The first cruise, known as the Interagency Mission for Methane Research on Seafloor Seeps and designated as field activity 2017-001-FA, was conducted from May 4 to May 11, 2017, and acquired geophysical data to support remotely operated vehicle exploration of seep sites using the Global Explorer, which is operated by Oceaneering International, Inc. Geophysical operations during cruise 2017-002-FA from August 25 to September 6, 2017, were also focused on mapping water column methane plumes, sea-floor seep sites, and subseafloor strata, but primarily supported conductivity, temperature, and depth instrument deployment, surface-water methane-concentration mapping, and water-sampling operations as part of a collaborative study with the University of Rochester  of the effect of methane seepage on ocean water biogeochemistry. The National Oceanic and Atmospheric Administration’s Office of Ocean Exploration and Research partially sponsored cruise 2017-001-FA, and the U.S. Department of Energy partially sponsored both cruises.

Tags: 7160, accomac-canyon, atlantic-margin, atlantic-ocean, bathymetry, chincoteague-ridge, cmhrp, coastal-and-marine-hazards-and-resources-program, department-of-energy, department-of-the-interior, doe, doi, elevation, field-activity-number-2017-001-fa, field-activity-number-2017-002-fa, geoscientificinformation, geotiff, hrs1704, hrs1713, hypack-hysweep-hsx-and-7k-formats, imagerybasemapsearthcover, immerss, interagency-mission-for-methane-research-on-seafloor-seeps, keller-canyon, marine-geology, marine-geophysics, multibeam-bathymetry, multibeam-echo-sounder, multibeam-sonar, multibeam-time-series-backscatter, national-oceanic-and-atmospheric-administration-office-of-ocean-exploration-and-research, noaa-oer, norfolk-canyon, oceans, r-v-hugh-r-sharp, reson, reson-s7k-format, sea-floor, sea-floor-acoustic-reflectivity, seafloor, u-s-geological-survey, united-states-of-america, university-of-rochester, usgs, usgs-5e7d1497e4b01d5092751d97, washington-canyon, whcmsc, woods-hole-coastal-and-marine-science-center
Organization: Department of the Interior