AndreaBozzo/ceres-open-data-index huggingface dataset:
Near-Surface Spatial Water-Quality Surveys along the Caloosahatchee River, St. Lucie River and Lake Okeechobee in July and August 2019, south Florida (ver. 1.1, December 2020)

This U.S. Geological Survey (USGS) Data Release provides spatial water-quality data collected from the Caloosahatchee River, St. Lucie River and Lake Okeechobee July 15-18 and August 19-22 of 2019, south Florida.  Geo-referenced measurements of near surface water temperature, specific conductance, dissolved oxygen, pH, turbidity, chlorophyll fluorescence, phycocyanin fluorescence, and fluorescence of dissolved organic matter were recorded at 5 second intervals and nitrate+nitrite as nitrogen was recorded at 1 minute intervals during water-quality surveys in order to create high resolution water-quality maps of the study area. 
First posted April 9, 2020 
Revised December 2020, ver.1.1

Tags: caloosahatchee-canal, caloosahatchee-river, chlorophyll, continuously-measured, dissolved-oxygen, field-deployment, fluorescent-dissolved-organic-matter, lake-okeechobee, nitrate, north-fork-saint-lucie-river, ph, phycocyanin, saint-lucie-canal, saint-lucie-inlet, south-fork-saint-lucie-river, spatial, specific-conductance, turbidity, usgs-5e7bacd8e4b01d5092730149, water-quality, water-temperature
Organization: Department of the Interior
Income Expense Analysis, Unemployment Compensation Fund, Benefit Payment Account (ETA-8413)

Historical series of Income Expense Analysis, Unemployment Compensation Fund, Benefit Payment Account Reports (ETA-8413) which provide monthly analysis of daily transactions in state payment accounts from the books of the bank on which benefit checks or warrents are issued. This report includes information on bank charges, account balances, and bank compensation associated with the state benefit payment accounts.

Tags: benefit-payment-account, eta, expense-analysis, income-analysis
Organization: Department of Labor
National Agricultural Workers Survey (Restricted Use)

The National Agricultural Workers Survey (NAWS) is an employment-based, random-sample survey of U.S. crop workers that collects demographic, employment, and health data in face-to-face interviews.  The survey began in fiscal year 1989 and nearly 70,000 workers have been interviewed since then.  There are three data files. The primary or National Agricultural Workers Survey Public Access Data (NAWSPAD) file corresponds to the base questionnaire; two smaller files correspond to supplemental questions that ETA administered for the National Institute for Occupational Safety and Health (NIOSH) and the Environmental Protection Agency (EPA).

Tags: agricuture, crop, eta, farmworker, survey
Organization: Department of Labor
National Certifications Data

List of National Certifications. Dataset includes information on certification name, acronym, certifying organization, related O*NET occupation and NAICS industry codes, and accrediting agencies. Dataset also includes indicators to identify if the certification is in-demand, if it is included in the military COOL database, as well as other data sets. Certifying organization data includes address, contact information, and acronyms. 

National certifications are nationally recognized awards that can attest to skills and knowledge in a particular area. 

CareerOneStop.org web service available upon request.

Tags: certifications, eta, industry-requirements, licenses, occupataional-requirements, occupational-codes
Organization: Department of Labor
09471580 - San Pedro River at St David, AZ - 2018/07/10 GPS Survey

A GPS survey was conducted on July 10, 2018, to document the CSA pin elevations and cross section geometry at the CSA sensor locations at CSA 09471587 - Dragoon Wash above San Pedro River at St David, AZ, and CSA 09471588 - San Pedro River below Dragoon Wash at St David, AZ. Three CSA pin elevations and cross sections were surveyed at CSA 09471587 - Dragoon Wash above San Pedro River at St David, AZ; and four CSA pin elevations and cross sections were surveyed at CSA 09471588 - San Pedro River below Dragoon Wash at St David, AZ.

Tags: cochise-county, dragoon-wash, gps, saint-david-az, san-pedro-river, usgs-5e7b9d28e4b01d5092730130
Organization: Department of the Interior
CW-1 Program Historical Data

This dataset includes data the Employment and Training Administration's Office of Foreign Labor Certification (OFLC) collected from CW-1 applications during previous fiscal years. The CW-1 nonimmigrant visa program permits employers who meet program requirements to hire nonimmigrant workers temporarily in the Commonwealth of the Northern Mariana Island (CNMI or "Commonwealth") to perform services or labor based on the employer's need. The dataset includes information on employers, geography, and job details for participants in the CW-1 program. Historical CW-1 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: cw-1, eta, oflc-performance-data
Organization: Department of Labor
Comparison of State Unemployment Insurance (UI) Laws

The Comparison of State Unemployment Insurance (UI) Laws is an annual report that provides state-by-state information on workers covered, benefit eligibility, methods of financing and other areas of interest in the UI program. It also includes information on the temporary disability programs operated in six states. The Comparison is published annually.

Tags: benefit-eligibility, eta, methods-of-financing, state-unemployment-insurance-laws, temporary-disability-programs
Organization: Department of Labor
High-Resolution Aeromagnetic Survey of the Wenatchee Area, Washington

This data release provides access to a low-altitude, aeromagnetic survey of a part of central Washington, an area that includes the city of Wenatchee and the towns of Entiat, Chelan, and Leavenworth.  The Wenatchee aeromagnetic survey extends westward from the Columbia Plateau to the Cascade Range, and covers a part of the Columbia River and Lake Chelan.  The survey was conducted between October 17 and December 5, 2011, by Firefly Aviation Ltd., working under contract to the U.S. Geological Survey.  Total magnetic field values were acquired using a fixed-wing aircraft flown at a target elevation of 150 m above terrain and along flight lines and tie lines spaced 400 m and 4000 m apart, respectively.  Flight lines were directed east-west, and tie lines were directed north-south.  A total of 24,000 line-kilometers were acquired.  The details of the Wenatchee aeromagnetic survey are described in the document, Wenatche_Tech_Report.pdf available for download in this data release.

Tags: aeromagnetic-surveying, chelan, crust-earth, douglas, earthquakes, geoscientificinformation, magnetic-anomaly, magnetic-field-earth, magnetometer-measurement, neotectonic-processes, okanagan, upper-columbia, usgs-5e7b9cc5e4b01d509273012b, wenatchee
Organization: Department of the Interior
Historical Series of Profiling and Reemployment Services (ETA-9048)

Historical series of Profiling and Reemployment Services reports (ETA-9048) in which states provide quarterly information on the Worker Profiling and Reemployment Service activities of claimants who are profiled to assess their likelihood of exhausting benefits. Worker profiling allows for the targeting of reemployment services to those most in need. The data on this report is used for evaluation and monitoring of the Worker Profiling and Reemployment Services system on a national level.

Tags: eta, reemployment, service-delivery, worker-profiling, wprs
Organization: Department of Labor
Historical Series of Combined Unemployment Insurance Wage Claim Activities (ETA-586)

Historical series of Interstate Arrangement-Employment and Wages Reports (ETA-586) in which states provide data on claims filed under the interstate agreement for combining wages and employment.The dataset includes information on combined wage claims and benefit payment activities, and timelapse data on first payments and receipt of wage requests.

Tags: billing-and-reimbursement, combined-wages, eta, first-payment, time-lapse
Organization: Department of Labor
WIA Non-Experimental Net Impact Evaluation Dataset

The evaluation employs administrative data from 12 states, covering approximately 160,000 WIA Adult, WIA Dislocated Worker and WIA Youth participants and nearly 3 million comparison group members. Focusing on participants who entered WIA programs between July 2003 and June 2005, the evaluation considers the impact for all those in the program, the impact for those receiving only Core or Intensive Services, and the incremental impact of Training Services. This dataset contains all of the information used to conduct the non-experimental evaluation estimates for the 1) WIA Client Treatment Group and 2) The Unemployment Insurance and Employment Service Client comparison group. The administrative data collected by IMPAQ for the "Workforce Investment Act Non-Experimental Net Impact Evaluation" project were received from state agencies in three segments: annual Workforce Investment Act Standardized Record Data (WIASRD) or closely related files, Unemployment Insurance data, and Unemployment Insurance Wage Record data. The analysis were conducted for twelve states; however, based on the data sharing agreements, the Public Use Data (PUD) set includes data for nine states only. Our agreement for use of these data required that the identity of those states was not revealed. As a result, all geographical identifiers were removed to preserve states' anonymity.

Tags: eta, participant-outcomes, wia-evaluation, wia-non-expermental-net-impact, workforce-system
Organization: Department of Labor
Statutory Allotment Formula Results

Statutory Allotment Formula Results are the annual results of completing the statutory formulas for the Workforce Innovation and Opportunity Act (WIOA) Adult, Youth, and Dislocated Worker programs; Wagner Peyser Employment Service program; and Senior Community Service Employment Program (SCSEP).  ETA prepares and posts the results of the formulas annually, and updates as required based on rescission of funds by Congress in future appropriations acts. The dataset includes dollar amounts by state/territory authorized to be obligated to grantees for the WIOA Title I Adult, Dislocated Worker, Youth, WIOA Title III Wagner-Peyser Employment Service and SCSEP programs. The data is posted in Excel and pdf formats on ETA's Budget website at https://www.dol.gov/agencies/eta/budget/formula/state.

Tags: allotment-formula-data-factors, community-service-employment-for-older-americans, cseoa, employment-and-training-administration, employment-service-program, eta, formula-allotments, grant-allotments, scsep, senior-community-service-employment-program, state-allotments, state-funding, state-statutory-formula-funding, statutory-formula, wagner-peyser-employment-service, wioa, workforce-innovation-and-opportunity-act, wp-es
Organization: Department of Labor
Providing Public Workforce Services to Job Seekers: 30-month Impact Findings on the WIA Adult and Dislocated Worker Programs (WIA Gold)

The WIA [Workforce Investment Act of 1998] Adult and Dislocated Worker Programs Gold Standard Evaluation, provides findings on participant outcomes 30-months after random assignment under the evaluation.  The evaluation began in 2008 and used a random assignment design to examine the impact of higher-tiered services provided by the Adult and Dislocated Worker programs in WIA, as implemented by 28 randomly selected local workforce investment areas (LWIAs) operating nationwide. The analysis describes the impact of different services provided under WIA core and intensive; and core, intensive and training. Researchers followed more than 34,000 study participants after random assignment collecting outcome data through follow-up surveys at 15 and 30 months and the National Directory of New Hires (an administrative database containing information on earnings and employment) at 36 months after random assignment.

Tags: adult-dislocated-worker-grant, eta, impact-findings, wia, workforce-investment-act
Organization: Department of Labor
YouthBuild Evaluation (Restricted Use File)

YouthBuild is a “second chance” program for young people. Targeted largely to high school dropouts, YouthBuild is a federally and privately funded program that provides construction-related training, educational services, counseling, and leadership development opportunities to low-income, out-of-school youth ages 16 to 24. The evaluation included 75 existing YouthBuild programs who received funding from DOL or the Corporation for National and Community Service in 2011. The evaluation included an impact analysis (with 72 sites), process study (all 75), and a cost analysis (58 sites).  Overall, the impact study includes 3,929 sample members. Three sites were unable to contribute sample members to the impact study; among the remaining sites, the study sample size varied considerably from 250 to 9. (Twenty-three sites have 25 or fewer study participants.) The main impact analysis drew on three waves of survey data and two administrative records sources and pooled data across all sites. A program features analysis used the extensive implementation research data to investigate how impacts might vary based on site-level characteristics.

Tags: eta, evaluation, impact-analysis, youthbuild
Organization: Department of Labor
Reemployment of Ex-Offenders (REO) Prisoner Reentry Initiative Quarterly Performance Report data(QPR)

The Reentry Employment Opportunities (REO) Youth QPR report collects aggregate data on number of participants, services provided, and performance outcomes. There is no individual data in the data set, only summary level quarterly data by individual grantee.

Tags: adult, eta, ex-offender, reemployment-of-ex-offenders, reentry, young-adult, youth
Organization: Department of Labor
Gas emission and ground temperature measurements at Puhimau thermal area, Kīlauea Volcano, Hawai`i

Puhimau thermal area, located in the upper East Rift Zone of Kīlauea Volcano, Hawai`i formed around 1936 when heat and gases migrated to the surface following a magma intrusion. As of April 2020, the area is about 0.2 km2 in size with regions of steaming ground.  The site may be valuable for monitoring changes in gas and heat emissions related to movement of magma down the rift zone.  On November 4-5, 2019 we used the accumulation chamber method and thermocouple probes to make 164 measurements of soil CO2 flux and temperature (20 cm depth) at 30-m spacing on a 0.2 km2 grid.  Three gas samples were collected from areas of steaming ground on November 5-6, 2019 and analyzed for bulk chemical and carbon isotope (d13C-CO2) compositions. These data were used to characterize the spatial extent and distribution of volcanic CO2 emissions and thermal ground and estimate the total CO2 emission rate from the area.  Measured soil CO2 fluxes and temperatures ranged from 4.3 to 5880.0 g m-2 d-1 and 19.3 to 94.0 oC, respectively.  Gas samples contained mostly air components, with CO2 concentrations ranging from 3.7 to 10.0 vol.%.  The d13C-CO2 value of the gas with the greatest amount of CO2 was -2.71‰.

Tags: hydrothermal-processes, usgs-5e7b56d2e4b01d509273004e, volcanic-gas-emission
Organization: Department of the Interior
Reentry Employment Opportunities (REO)  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.

Tags: eta, reemployment-of-justice-involved, reentry
Organization: Department of Labor
Simulated daily net infiltration and irrigation amount datasets for Shellmound, Mississippi, 2000 to 2018

These netCDF output files from the Soil-Water-Balance Model contain daily calculations for the Shellmound inset area within the Mississippi Embayment Regional Aquifer System model domain of irrigation, net infiltration (recharge), runoff, soil moisture storage, and actual evapotranspiration amounts for the years 2000 to 2018 and gross precipitation as read from DayMet and processed through the USGS Soil-Water-Balance Model v.2.0 (Westenbroek and others, 2018).  Input files used in the SWB run included agricultural land use as estimated by Brown and Pervez (2014) and provided by the USDA National Agricultural Statitical Service (Boryan and others, 2011), and soil properties derived from NRCS gSSURGO and STATSGO data (Wieczorek, 2014). Calculations were driven by DayMet version 3 daily precipitation and air temperatures (Thornton and others, 2018). Further details about the generation and application of the data can be found in Open File Report 2021-1008 (https://doi.org/10.3133/ofr20211008). These data are extracted from the model output contained in the companion model archive data release: https://doi.org/10.5066/P98PBR8O.

Tags: environment, geoscientificinformation, groundwater, groundwater-recharge, groundwater-recharge-model, hydrology, inlandwaters, irrigation, irrigation-water-use, mississippi, mississippi-river-delta, net-infiltration, soil-water-balance-model, swb, usgs-5e7a4385e4b01d509272fad2, usgssoilwaterbalancemodel, water-availability, water-budget
Organization: Department of the Interior
Measurements of bed grain size on the Colorado River in Grand Canyon National Park, Arizona - 2000 to 2014

These data were compiled to better understand sedimentation patterns on the bed of the Colorado River in Grand Canyon National Park, and the way these patterns relate to suspended sediment grain size and concentration. These data were collected by the US Geological Survey Grand Canyon Monitoring and Research Center from 2000 to 2014, primarily using the "Flying Eyeball" underwater imaging system. This dataset is composed of over 50,000 samples, as part of 16 individual data tables from 16 research expeditions. On each expedition, grain size measurements were made in a grid-like pattern over short segments of the river. Each point sample includes mean grain size, geographic coordinates, date, and geomorphic setting.

Tags: arizona, beaches, boulders, channel, channels-waterways, cobbles, colorado-river, eddies, geological-sampling, geoscientificinformation, glen-canyon, glen-canyon-dam, grain-size, grain-size-analysis, grand-canyon, grand-canyon-national-park, imaging, inlandwaters, lees-ferry, marble-canyon, river-ecosystems, river-systems, rivers, sand, sand-deposits, sandbars, sediment-analysis, sediments, unconsolidated-deposits, underwater-imaging, usgs-5e7b989be4b01d509273010f
Organization: Department of the Interior
Tracking Data for Black Scoters (Melanitta americana)

This data release includes 2 child items with tracking data for Black Scoters, a sea duck species that breeds throughout higher latitudes of Alaska and Canada and winters along coastal areas of North America.
      Child Item 1: "Argos Satellite Tracking Data for Black Scoters (Melanitta americana) - Processed Data" -- Quality-controlled data collected from Argos satellite transmitters.
      Child Item 2: "Argos Satellite Tracking Data for Black Scoters (Melanitta americana) - Raw Data" -- All raw data collected from Argos satellite transmitters, provided for completeness of the archive. The quality-controlled, "Argos Processed Data" (Child Item 1) are better suited for most analytical purposes.

Tags: alaska, american-scoter, animal-tracking, animals-vertebrates, argos, aropuk-lake, biota, birds, black-scoter, breeding-area, breeding-sites, distribution, ducks-geese-swans, dutch-harbor, ecological-dynamics, environment, field-methods, field-sampling, melanitta-americana, migration, migration-organisms, migration-pathway, migratory-birds, migratory-strategies, nelson-lagoon, ornithology, overwintering, pacific-americas-flyway, platform-transmitter-terminal, ptt, satellite-transmitter, seasonal-distribution, seasonal-movement, species-life-history, species-migration, telemetry, tracking-equipment, usgs-5e794c20e4b01d509270e67f, wildlife, wintering-area, yukon-delta, yukon-delta-national-wildlife-refuge, yukon-kuskokwim-river-delta
Organization: Department of the Interior
Periphyton community data within the Lower Grand River hydrologic unit code 10280103, Missouri and Iowa, 2011—2018

This data release includes periphyton sample and taxonomic information collected within the Lower Grand River hydrologic unit code 10280103, Missouri and Iowa, 2011 through 2018. Sample information includes U.S. Geological Survey station name and identification number where the sample was collected, the sample date, if the sample was a replicate sample, and a unique sample identification code. Taxonomic information provided in each row includes the currently accepted taxa name, average cell density, average biovolume per cell, total taxa biovolume, relative biovolume, total sample biovolume, laboratory notes, and taxon name provided by the identifying laboratory.

Tags: algae, aquatic-biology, aquatic-ecology, aquatic-ecosystems, biological-productivity, ecology, eutrophication, periphyton, surface-water-quality, usgs-5e7929d0e4b01d509270e61a
Organization: Department of the Interior
th_swfi_prtn_surv_id_crosswalk

The restricted use files for the surveys conducted for the Evaluation of the TechHire and Strengthening Working Families Initiative Grant Programs. The restricted use files do not include personally identifiable information (PII), such as respondent name and contact information. The restricted use file also does not include information that may pose a disclosure risk, such as employer name and other open-text answers. The restricted use files are intended to be used only by DOL.

Tags: ceo, oasp
Organization: Department of Labor
th_swfi_18mo_surv_ruf

The restricted use files for the surveys conducted for the Evaluation of the TechHire and Strengthening Working Families Initiative Grant Programs. The restricted use files do not include personally identifiable information (PII), such as respondent name and contact information. The restricted use file also does not include information that may pose a disclosure risk, such as employer name and other open-text answers. The restricted use files are intended to be used only by DOL.

Tags: ceo, oasp
Organization: Department of Labor
Stream Temperature in the Northern Great Basin region of Southeastern Oregon, 2016-2019

This dataset includes hourly stream and air temperature data from 124 sites throughout the Northern Great Basin region of SE Oregon. Data loggers were deployed June through September of 2016 and downloaded each subsequent summer through 2019. The spatial data layer contains site locations, geographic information, data summaries, mean August stream temperatures, and modeled NorWest stream temperatures. The Wet-Dry delineation file contains daily flow status estimates derived from stream temperature data for each site. The Site Visit file contains the date and time of the site visit along with associated information on site flow conditions, water depths, logger conditions, and stream logger water depths.

Tags: grant-county, harney-county, inlandwaters, intermittent, lake-county, malheur-county, perennial, stream-flow, stream-river, stream-temperature, usgs, usgs-5e78fcc2e4b01d509270e4f7, water-temperature, watershed
Organization: Department of the Interior
th_swfi_6mo_surv_ruf

The restricted use files for the surveys conducted for the Evaluation of the TechHire and Strengthening Working Families Initiative Grant Programs. The restricted use files do not include personally identifiable information (PII), such as respondent name and contact information. The restricted use file also does not include information that may pose a disclosure risk, such as employer name and other open-text answers. The restricted use files are intended to be used only by DOL.

Tags: ceo, oasp
Organization: Department of Labor