AndreaBozzo/ceres-open-data-index huggingface dataset:
Improper Payments Information Act Improper Payment Rates

The unemployment insurance  (UI) Improper Payment Rate dataset is derived from 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).

Tags: benefit-accuracy-measurement, eta, fraud, improper-payment-rate, payment-accuracy, root-causes
Organization: Department of Labor
Ground-based electromagnetic survey, Alamosa, Colorado, March 2020

Shallow soil conductivity was mapped in the San Luis Valley, Colorado, using the DualEM421 electromagnetic sensor in March 2020. Data were acquired by towing the DualEM421 sensor on a wheeled cart behind an all-terrain vehicle, with the sensor at a height of 0.457 m above the ground surface. Approximately 62 line-kilometers of data were acquired over an area of nearly 1.5 square kilometers, with 20 m separation between survey lines. Data were manually edited for noise sources (powerlines, pipelines, or other buried structures), and averaged to regular output soundings every 1 m along survey lines. Data were corrected for offset between the recorded GPS location and data locations for each coil pair, but were not corrected for pitch and roll of the sensor. The processed data were inverted to recover models of electrical resistivity structure as a function of depth at each sounding location using a spatially constrained inversion. This data release contains the raw data, processed data, and inverted resistivity models.  Digital data of the laterally constrained inversions are provided and fields are defined in the data dictionary. Model results show typical depth of investigation of about 4 – 6 m.

Tags: alamosa-county, colorado, electromagnetic-surveying, electromagnetics, environment, geology-geophysics-and-geochemistry-science-center, geophysics, geoscientificinformation, gggsc, groundwater, hydrogeology, resistivity, san-luis-valley, usgs-5e7d11c0e4b01d5092751d8d, water-resources
Organization: Department of the Interior
Pandemic Unemployment Assistance Activities (ETA-902P)

Historical series of Pandemic Unemployment Assistance Activities reports (ETA-902P) is specific to the temporary Pandemic Unemployment Assistance (PUA) program enacted by Congress in response to the COVID-19 pandemic. This dataset contains information on PUA claims/workload and payment activities, PUA appeals activities, and PUA overpayment and recovery activities.

Tags: benefits, cares-act, coronavirus, covid-19, eta, exhaustion, final-pay, first-pay, initial-claims, pandemic-unemployment-insurance, pua, weeks-claimed, weeks-paid
Organization: Department of Labor
Appeals Case Aging (ETA-9055)

Historical series of Appeals Case Aging reports (ETA-9055) in which states provide monthly information on the inventory of lower authority and higher authority single claimant appeals cases that have been filed but not decided. Appeals case aging provides information about the number of days from the date an appeal was filed through the end of the month covered by the report. Also included are the average and median ages of the pending single claimant appeals cases.

Tags: eta, higher-authority-appeals, lower-authority-appeals, time-lapse
Organization: Department of Labor
Reemployment Services and Eligibility Assessment Outcomes (ETA-9129)

Historical series of Reemployment Services and Eligibility Assessment (RESEA) Outcomes reports (ETA-9129) in which states provide quarterly information on the unemployment insurance (UI) and reemployment outcomes of claimants who are selected for RESEA activities.

Tags: eta, reemployment-services-and-eligibility-assessment-outcome
Organization: Department of Labor
Historical Series of Profiling and Reemployment Services Outcomes (ETA-9049)

Historical series of Profiling and Reemployment Services Outcome reports (ETA-9049) in which states provide information on the employment outcomes of claimants who were identified as likely to exhaust their UI benefits through the Worker Profiling and Reemployment Services (WPRS) program. The population for this report is the claimants who were selected for referral to reemployment services and referred to such services.

Tags: employment, eta, reemployment, unemployment-insurance
Organization: Department of Labor
Select borehole data for Anza Valley, Anza, CA

Borehole log number, State Well Number, location, construction information, and any wells tests performed on select wells from the Anza basin, Anza, CA. Also includes a lithologic data for a sub-set of borehole logs identified based on best coverage and representation of data within the study area.

Tags: lithology, usgs-5e7d0752e4b01d5092751d4c, water, wells
Organization: Department of the Interior
Reentry Employment Opportunities (REO)  Quarterly Performance Report data(QPR)

The Reentry Employment Opportunities (REO) Adult 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, person-with-a-criminal-record, reemployment-of-ex-offenders, reemployment-of-people-with-criminal-records, reentry, youth
Organization: Department of Labor
Government Performance & Results Act (GPRA) Results - Unemployment Insurance

This dataset is contains the results of the annual Government Performance & Results Act (GPRA) which was designed to improve program management throughout the Federal government and became effective in 1993. Under this Act, agencies are required to develop a five-year strategic plan outlining its mission, long-term goals for the agency's major functions, performance measures, and reporting results. These results present GPRA performance results for the Unemployment Insurance Program.

Tags: eta, gpra, performance-measures, state-performance-rankings
Organization: Department of Labor
Office of Trade Adjustment Assistance (OTAA) Administrative Collection of States

The TAA Adminstrative Collection of States (TAAACS) includes data on state implementation of the TAA Program across seven categories: state organization and staffing, determinations of eligibility and training, program integration, IT systems and reporting, staff training, outreach, job search and relocaton, and barriers.  Data is collected annually through OMB Control No. 1205-0540.

Tags: eta, otaa, policies, state-organization, state-practice, taa, trade
Organization: Department of Labor
Assessment of water-quality in the California Sacramento-San Joaquin Delta during a North Delta directed flow action: August - October 2018 (ver. 2.0, September 2021)

This data release documents the spatial and temporal variability of nutrients and related water quality parameters at high spatial resolution in the North Delta in the Sacramento-San Joaquin River Delta of California, USA. The data set includes nitrate, ammonium, phosphate, dissolved organic carbon, temperature, conductivity, dissolved oxygen, turbidity, and chlorophyll . Data-collection cruises were conducted under three different environmental/flow conditions in August, September, and October 2018 that coincided with conditions prior to, during, and following a directed flow action or pulse of agricultural return water organized by the California Department of Water Resources and California Natural Resources Agency .

Tags: biogeochemistry, biota, california, central-valley, delta, directed-flow-action, drinking-water-use, environment, high-frequency, high-resolution, hydrogeology, inlandwaters, liberty-island, nutrient-content-water, nutrients, phytoplankton, public-supply-water-use, real-time, sacramento-river, sacramento-san-joaquin-delta, statistical-analysis, united-states, usgs-5e7ceb88e4b01d5092751c18, visualization-methods, water-quality
Organization: Department of the Interior
Reemployment Services and Eligibility Assessment Workloads (ETA-9128)

Historical series of Reemployment Services and Eligibility Assessment Workload reports (ETA-9128) in which states provide quarterly information on the Reemployment Services and Eligibility Assessment (RESEA) activities of claimants selected to participate in the RESEA program.  The data in this dataset is used for evaluation and monitoring of the RESEA initiative.

Tags: eta, reemployment-services-and-eligibility-assessment-workload
Organization: Department of Labor
Historical Series of Expenditures and Financial Adjustments of Federal Funds for Unemployment Compensation for Federal Employees and Ex-Servicemembers (ETA-191)

Historical series of the quarterly Statements of Expenditures and Financial Adjustments of Federal Funds for Unemployment Compensation for Federal Employees and Ex-Servicemembers report (ETA-191) in which states submit data on state Federal Employees Compensation Act (FECA) activities and summaries by Federal and military agencies used for reimbursement of FECA funds.

Tags: eta, federal-funds, ucfe, ucfx
Organization: Department of Labor
Income Expense Analysis, Unemployment Compensation Fund, Clearing Account (ETA-8415)

Historical series of Income Expense Analysis, Unemployment Compensation Fund, Clearing Account Reports (ETA-8414) which provide monthly analysis of daily transactions in state clearing accounts from the books of the bank in which employer contributions and payments are deposited and transferred to the US Treasury. This report includes information on bank charges, account balances, and bank compensation associated with the state clearing accounts.

Tags: eta, expense-analysis, income-analysis, uc-fund-clearing-account
Organization: Department of Labor
State Unemployment Insurance Data Validation (DV) Data

This dataset includes the historical series of State Unemployment Insurance (UI) Data Validation program results. The purpose of the Data Validation (DV) program is to verify the accuracy of the Unemployment Insurance Required Reports (UIRR) system data. States report UI data to the U.S. Department of Labor (DOL) on a monthly and quarterly basis under the UIRR system. The UIRR data are used for gathering economic statistics, allocating UI administrative funding, measuring state performance, and accounting for fund utilization. Therefore, it is important that states report UIRR data accurately and uniformly. States use the DV software provided by DOL to conduct the validation and submit results.

Tags: data-quality, data-validation, dv, eta, report-validation, reporting-quality
Organization: Department of Labor
Dynamic rating method for computing discharge from time series stage data-Site datasets

Ratings are used for a variety of reasons in water-resources investigations. The simplest rating relates discharge to the stage of the river. From a pure hydrodynamics perspective, all rivers and streams have some form of hysteresis in the relation between stage and discharge because of unsteady flow as a flood wave passes. Simple ratings are unable to represent hysteresis in a stage/discharge relation. A dynamic rating method is capable of capturing hysteresis owing to the variable energy slope caused by unsteady momentum and pressure.
Using some simplifying assumptions, Fread (1973) developed what was termed a “dynamic loop” rating method to compute discharge from a time series of stage at a single streamgage for channels with compact geometry (no flood plain). Dynamic loop has specific meaning as it refers to a rating method that accounts for the variable energy slope “associated with the dynamic inertia and pressure forces of the unsteady flood discharge “ (Fread, 1975) as opposed to rating loops imposed by alluvial bedform dynamics or scour and fill processes.
A dynamic rating method developed to compute discharge from stage for compact channel geometry, referred to as DYNMOD, was previously developed through a simplification of the one-dimensional Saint-Venant equations. A dynamic rating method, which accommodates compound and compact channel geometry, referred to as DYNPOUND, has been developed through a similar simplification as a part of this study. The DYNMOD and DYNPOUND methods were implemented in the Python programming language. Discharge time series computed with the dynamic rating method implementations were then compared to simulated discharge time series and discrete discharge measurements made at U.S. Geological Survey streamgage sites.
References:
Fread, D.L., 1973, A dynamic model of stage-discharge relations affected by changing discharge, National Oceanic and Atmospheric Administration NWS Hydro-16, November 1973, Silver Spring, MD, 38 p.  
Fread, D.L., 1975, Computation of stage-discharge relationships affected by unsteady flow, Water Resources Bulletin, American Water Resources Association, pp 213-228.

Tags: acoustic-doppler-current-profiling, datasets, hydrodynamics, hydrology, mathematical-modeling, stream-gage-measurement, streamflow, usgs-5e7cc582e4b01d509275169c
Organization: Department of the Interior
Historical Series of Unemployment Insurance Alien Claims Activities (ETA-9016)

Historical series of Alien Claims Activities reports (ETA-9016) in which states provide quarterly information on claimants' legal status, corresponding state workloads related to the verification process and the magnitude of the impact of alien claims issues on unemployment insurance (UI) eligibility as required by Immigration Reform and Control Act of 1986.

Tags: alien-claims, eta, immigration, initial-claims
Organization: Department of Labor
Continued Weeks Compensated Time Lapse Counts (ETA-9051)

Historical series of Time Lapse Counts for Continued Weeks Compensated reports (ETA-9051) in states provide monthly information on continued weeks compensated time lapse. This report concerns the time it takes states to pay benefits to claimants for compensable weeks of unemployment other than the "first payment."

Tags: continued-weeks, eta, performance, time-lapse
Organization: Department of Labor
Airborne magnetic and radiometric survey of the southeast Mojave Desert, California and Nevada

A high-resolution airborne magnetic and radiometric survey of the southeast Mojave Desert, parts of California and Nevada was flown by EDCON-PRJ, Inc. from December 13, 2019 to March 21, 2020. The high-resolution fixed-wing survey was flown at a flightline spacing of 200 m, an azimuth of 70 degrees, a nominal elevation above ground of 100 m, and consists of about 17,277 line-kilometers. Tie lines were flown at a flightline spacing of 2 km with an azimuth of 160 degrees. Magnetic data were processed by EDCON-PRJ, Inc. and include corrections for diurnal variations of the Earth's magnetic field, magnetic field of the aircraft, tie-line leveled, micro-leveled, and an International Geomagnetic Reference of the Earth for the time of the survey. Radiometric data were processed by the contractor and include corrections for aircraft and cosmic background radiation, radon background, Compton scattering effects, and variations in altitude. Data presented include a readme file; survey report; magnetic and radiometric databases; and grids of residual magnetic intensity, potassium, equivalent thorium, and equivalent uranium.

Tags: airborne-geophysical-survey, geophysics, geoscientificinformation, magnetic-data, mineral-resources, radiometric-data, u-s-geological-survey, usgs, usgs-5e7be5eee4b01d50927301b3
Organization: Department of the Interior
Unemployment Insurance Employer Experience Rating Distributions (ETA-204)

Historical series of Expereince Rating Reports (ETA-204) which include the distributions used by states to assign state Unemployment Insurance (UI) contribution rates. The reports include employer counts and wage data broken out by UI experience/average tax rates.

Tags: eta, experience-rating, reimbursable-accounts, taxable-accounts, taxable-wages, total-benefits, total-wages
Organization: Department of Labor
Office of Foreign Labor Certification (OFLC) Case Disclosure Data

The Office of Foreign Labor Certification (OFLC) Case Disclosure page allows the public to access the latest quarterly and annual disclosure data in easily accessible formats for the purpose of performing in-depth longitudinal research and analysis. The disclosure data is available for download by the federal fiscal year cycle covering the October 1 through September 30 period (all disclosure data sets are saved in the Microsoft Excel (.xls) file format). Each data set is cumulative, containing unique records identified by the applicable OFLC case number, and any noticeable typographical or other data anomalies may be due to internal data entry or other external customer errors in completing the application form. Select data fields for each case record are extracted from foreign labor certification application tables within OFLC case management systems based on the most recent date a determination decision was issued. Please refer the Record Layout document for each field title and respective field description. This dataset includes data collected from the H-2A, H-2B, PERM, Prevailing Wage, LCA, and CW-1 applications during the current fiscal year. It includes information on employers, geography, and job details for participants in these OFLC programs. Data is available as  Excel files in aggregate form for the current fiscal year at  https://www.dol.gov/agencies/eta/foreign-labor/performance.

Tags: disclosure-data, eta, flc-case-files, oflc-applications, oflc-performance-data
Organization: Department of Labor
Department of Labor (DOL) Grant Award Data

This dataset contains information on grants awarded by the Department of Labor such as: the grant number, the name of the organization receiving funds, the dollar amount of the award, the period of performance, the Catalog of Federal Domestic Assistance (CFDA) number and the accounting codes for the funds awarded.

Tags: award-data, eta, financial-assistance, financial-assistance-award-data, grant-award-data, grants, grants-data
Organization: Department of Labor
Advance Weekly Initial and Continued Claims (ETA-538)

Historical series of Advance Weekly Initial and Continued Claims reports (ETA 538). This information is provided by states on a weekly basis and includes the advance weekly claims data as reported by states in the ETA 538 report. These data are not revised after the initial submission and subsequent publication in the UI weekly claims news release.

Tags: eta, initial-claims, ui, unemployment-insurance
Organization: Department of Labor
Young Parents Demonstration Evaluation

Under the Young Parents Demonstration (YPD), a federal initiative to test the effectiveness of providing enhanced services to young parents and expectant parents ages 16 to 24 and determine whether such services improved their educational and employment outcomes, ETA awarded 17 grants in three rounds between June 2009 (13 Rounds I/II grantees) and June 2011 (4 Rounds III grantess). The grants ended in December 2012 and December 2015, respectively. As part of the YPD, grantees were required to implement a differential experimental research design whereby treatment group members received an additional level of service above and beyond the base level of services provided to the control group. The treatment interventions varied across grantees, with some providing mentoring services and others providing guided employment, education, training and related supports. More than 3,700 young parents and expectant parents were randomly assigned to treatment and control groups.

Tags: eta, evaluation, young-parents
Organization: Department of Labor
Spatially-explicit land-cover scenarios of federal lands in the northern Great Basin: 2018-2050

As part of a 2018 Northwest Climate Adaptation and Science Center project, USGS researchers are releasing a series of spatially-explicit land-cover projections for the period 2018-2050 covering part of the northern Great Basin (Beaty Butte Herd Management Area, Hart Mountain National Antelope Refuge, and Sheldon National Refuge).  The dataset contains an empirically-based business-as-usual (BAU) and an RCP8.5 climate change scenario executed for shrub, herbaceous, and bare cover types. Each scenario is executed 30 times (i.e. Monte Carlo simulations) to account for variability across historical change estimates derived from annual fractional cover maps generated by the National Land Cover Database. The map dates are 2018, 2019, 2023, 2028, 2033, 2038, 2043, 2048, and 2050. The resulting state class maps have a 300-meter resolution, and each pixel value describes the fractional cover for the modeled cover type (percent from 0-100%). The maps for each scenario are labeled accordingly: “sc” for state class, “it” for iteration (followed by iteration number), “ts” for time step (followed by simulated year). The downloadable files are organized by cover type and scenario and are available in the GeoTIF (.tif) raster file format. The 1,620 TIF raster data files were created using free state-and-transition software created by ApexRMS.

Tags: barren-lands, biota, climatologymeteorologyatmosphere, environment, grasslands, great-basin, nevada, oregon, shrubland-ecosystems, shrublands, usgs-5e7bd36ae4b01d50927301a5, usgs-ema-low-pl-sagebrush-steppe
Organization: Department of the Interior
Unemployment Insurance Benefit Appeals Data (ETA-5130)

Historical series of the State Unemployment Insurance (UI) Benefit Appeals Reports (ETA-5130) including information on appeals case workloads by state under the regular UI, Unemployment Compensation for Federal Employees (UCFE), and Unemployment Compensation for Ex-Servicemembers (UCX) programs.

Tags: able-and-available, appeals, decisions, eta, higher-authority, lower-authority, misconduct, refusal-of-suitable-work, remands, voluntary-quit
Organization: Department of Labor
Unemployment Insurance Nonmonetary Determination Activity Data (ETA-207)

Historical series of the State Unemployment Insurance (UI) Nonmonetary Determination Activity Reports (ETA-207) including information on the volume and nature of nonmonetary determinations and denials under state, Unemployment Compensation for Federal Employees (UCFE), and Unemployment Compensation for Ex- Servicemembers (UCX) unemployment insurance programs.

Tags: able-and-available, appeals, decisions, eta, higher-authority, lower-authority, misconduct, refusal-of-suitable-work, remands, voluntary-quit
Organization: Department of Labor
Unemployment Insurance Overpayment Detection and Recovery Activities (ETA-227)

Historical series of Overpayment Detection and Recovery Activities Reports (ETA-227) which provide information on benefit overpayments and overpayment recoveries of intrastate and interstate claims under the regular state unemployment insurance (UI) program, and under Federal UI programs including the Unemployment Compensation for Federal Employees (UCFE) and Unemployment Compensation for Ex- Servicemembers (UCX) programs. Additional datasets are also available for certain temporary Federal programs.

Tags: eta, overpayments, recovery
Organization: Department of Labor