AndreaBozzo/ceres-open-data-index huggingface dataset:
U.S. Agrivoltaics Irradiance Database

This is a foundational data set for research and deployment of agrivoltaics, which is the co-location of agriculture and solar power plants on the same land. This irradiance and shading dataset can be utilized to determine the suitability of agrivoltaics configurations for a given region and crop-type. The data is hourly, 4x4 km resolution across the contiguous United States and Hawaii. It is calculated from the National Solar Radiation Database sites, using the System Advisor Model (SAM) to simulate the shading patterns for 10 common agrivoltaics configurations. Sunlight availability data is reported for 10 locations on the ground between adjacent rows of solar panels, as well as averaged across areas of interest such as the average irradiance in the edge-to-edge open area or across 3-6 planting beds. Other available metrics include the input meteorological data from the NSRDB (e.g. global horizontal irradiance, wind speed, etc.) and estimates for comparing energy and agricultural characteristic across the 10 configurations, including power output per acre or per kW installed capacity and farmable land area per acre.

Tags: agriculture, agrivoltaics, conus, data, dataset, energy, hawaii, irradiance, natural-resource, nsrdb, open-source-software, power, processed-data, sam, shading, solar, solar-power, united-states
Organization: Department of Energy
Glove Performance Dermal Absorption of Fentanyl

With the increase in opioid sales on the illicit drug market and overdoses, opioid incidents and exposure risk are concerns for first responders, including law enforcement officers. To prevent dermal, mucosal, or inhalation exposure to opioids and other hazardous drugs, first responders rely on personal protective equipment (PPE) – including respirators and gloves – as their last line of defense within the hierarchy of controls. NIOSH, in response to requests from first responders concerning appropriate glove selection (e.g., glove material, thickness), recommended for minimal and moderate anticipated opioid exposures powder-free nitrile gloves with a minimum thickness of 5 ± 2 mil (i.e., 0.13 ± 0.05 millimeters [mm]). Some glove manufacturers have recently marketed their gloves claiming fentanyl protection. There is limited empirical PPE performance data for opioids, and no industry standard or test method currently exists for evaluating PPE performance against opioids. The purpose of this study was to provide this empirical data under conditions representative of those encountered in the field to support (1) NIOSH’s current opioid PPE recommendations and (2) industry standards and test methods.

Tags: absorption, dermal, fentanyl, glove, ppe
Organization: U.S. Department of Health & Human Services
Medicare Current Beneficiary Survey - COVID-19 Supplement

The Medicare Current Beneficiary Survey (MCBS) - COVID-19 Supplement Public Use File (PUF) provide data on Medicare beneficiaries’ experiences with COVID-19 and their access to care during the pandemic.

Tags: covid-19, health-equity, medicare, medicare-advantage, medicare-prescription-drug, national, original-medicare, patient-experience
Organization: U.S. Department of Health & Human Services
Data used in Detailing atmospheric nitrate chemistry in the Northeastern US under a period of changes in emissions (v1)

The dataset contains links to publicly available CMAQ code, CMAQ-ready inputs, and other data used in Kim, H., Walters, W. W., Pye, H.O.T., Foley, K. M., and Hastings, M.G., Detailing Atmospheric Nitrate Chemistry in the Northeastern US Under a Period of Changes in Emissions, Environ. Sci. Technolo., https://doi.org/10.1021/acs.est.5c16699, 2026. 

This dataset is associated with the following publication:
Kim, H., W. Walters, H. Pye, K. Foley, and M. Hastings. Detailing Atmospheric Nitrate Chemistry in the Northeastern US Under a Period of Changes in Emissions.   ENVIRONMENTAL SCIENCE & TECHNOLOGY. American Chemical Society, Washington, DC, USA, 60(5): 4289-4297, (2026).

Tags: air-quality, nitrate, nitrogen, nitrogen-and-co-pollutants, nitrogen-oxides, oxidants
Organization: U.S. Environmental Protection Agency
NC_air_heat_event_and_birth_outcomes

Dataset for epidemiology study of interactions between air pollutants and heat events with birth outcomes. This dataset is not publicly accessible because: EPA cannot release personally identifiable information regarding living individuals, according to the Privacy Act and the Freedom of Information Act (FOIA). This dataset contains information about human research subjects. Because there is potential to identify individual participants and disclose personal information, either alone or in combination with other datasets, individual level data are not appropriate to post for public access. Restricted access may be granted to authorized persons by contacting the party listed. It can be accessed through the following means: Birth registry data can be requested through the North Carolina Department of Health and Human Services. Air pollution data can be accessed through the EPA at https://www.epa.gov/hesc/rsig-related-downloadable-data-files. NLADS-2 can be accessed through https://ldas.gsfc.nasa.gov/nldas/nldas-2-model-data. Format: Datasets are in .csv, SAS, and R files. 

This dataset is associated with the following publication:
Krajewski, A., B. Alman, A. Vaidyanathan, J. Warren, T. Luben, and K. Rappazzo. Associations between PM2.5 exposure and birth outcomes and effect modification by extreme heat events during pregnancy in a North Carolina cohort.   ENVIRONMENTAL RESEARCH. Elsevier B.V., Amsterdam,  NETHERLANDS, 362: 121500, (2025).

Tags: air-pollution, birth-outcomes, childrens-environmental-health, extreme-heat-events, interaction
Organization: U.S. Environmental Protection Agency
CalWave Design for PacWave - Preliminary Design Phase - Risk Management Plan

The project objectives for CalWave's deployment at PacWave are distinguished by the Preliminary Design Phase and the Detailed Design Phase. During the Preliminary Design Phase, the Risk Register was established to identify risks and mitigation strategies. The Risk Management Plan assesses potential risks of CalWave's technology and accompanying processes and describes the risk mitigation strategies for the project.

Tags: calwave, energy, hydrokinetic, marine, mhk, pacwave, power, risk, risk-management, risk-mitigation, risk-register, wave, wave-power, wec, xwave
Organization: Department of Energy
CalWave Design For PacWave - Preliminary Design Phase - Project Management Plan

The project objectives for CalWave's deployment at PacWave are distinguished by the Preliminary Design Phase and the Detailed Design Phase. For the Preliminary Design Phase, the Project Management Plan outlines the project objectives, broader impacts, project tasks and timeline, company organization, project partners, and experimental safety procedures.

Tags: calwave, energy, hydrokinetic, marine, mhk, pacwave, power, preliminary-design, project-management, wave, wave-power, wec, xwave
Organization: Department of Energy
Roadkill on HWY 20/26/93 through Craters of the Moon National Monument and Preserve from Incidental Carcass Counts

Excel spreadsheet with all roadkill data on the HWY through CRMO and within CRMO on the Loop rd. from 1963 to 2025. An update to 2024 version with 2 additional years of data.

Tags: roadkill
Organization: Department of the Interior
1944 Guam Historical Scanned Imagery

These images are part of a project funded by NOAA Office for Coastal Management to develop a high quality, user-friendly, attributed, centralized, multi-territorial digital database of georeferenced historic aerial imagery in the Pacific Islands region, including Hawaii, American Samoa, Guam, and the Commonwealth of the Northern Mariana Islands. The objective of this project is to make previously unavailable historic aerial imagery of the Pacific Islands available for public consumption through NOAA's Digital Coast website. These images were scanned on a flatbed scanner and georeferenced to existing basemap data.

Tags: aerial, airplane, cameras, coastal, doc/noaa/nos/ocm, earth science, guam, historical, imagery, infrared imagery, infrared wavelengths, micronesia, mosaic, national ocean service, noaa, ocean, office of coastal management, pacific ocean, photograph, rectified image, remotely sensed imagery/photos, scanned imagery, spectral/engineering, u.s. department of commerce, visible imagery, visible wavelengths, western pacific ocean
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
North Carolina Seagrass 1990

These data depict areas of aquatic beds of rooted vascular plants located in coastal North Carolina. These areas primarily consist of submersed rooted vascular (SRV) plants, with some inclusion of floating rooted vascular (FRV) plants. To ensure consistency with other similar benthic datasets developed by NOAA, the original nomenclature and definitions from NOAA's Coastal Change Analysis Program (C-CAP) were crosswalked with the Florida System for Classification of Habitats in Estuarine and Marine Environments (SCHEME). The goal of this effort was to enhance the understanding of coastal photic submersed lands and how they are interconnected with wetlands, uplands, and living marine organisms.

The layers available within the data download include biotic, geoform, and substrate.

Partners: State of North Carolina

Tags: benthic, biosphere, biotic, coastal, doc/noaa/nos/ocm, earth science, ecosystems, geoform, marine ecosystems, marinecadastre, national ocean service, noaa, office of coastal management, seafloor, seagrass, substrate, u.s. department of commerce, united states of america
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
AMSR-E/Aqua L2B Global Swath Ocean Products derived from Wentz Algorithm V002

This daily Level-2B swath data set includes Sea Surface Temperature (SST), Near-Surface Wind Speed, Columnar Water Vapor, and Cloud liquid Water data arrays, and was used as input to generate the following daily, weekly, and monthly Level-3 gridded ocean products;  AE_DyOcn, AE_WkOcn, and AE_MoOcn.

Tags: atmosphere, atmospheric-water-vapor, atmospheric-winds, clouds, earth-science, ocean-temperature, oceans
Organization: National Aeronautics and Space Administration
CTM Customer Satisfaction Survey (Q11 Measure)

CTM Customer Satisfaction Survey Results (2020 - 2024) for the year 2024 for Question 11. 
https://datahub.austintexas.gov/City-Government/CTM-Customer-Satisfaction-Survey-Questions/63q8-4wy9/data_preview All data assets that differ from the source data should have a disclaimer in the description section explaining what was removed and why. 

City of Austin Open Data Terms of Use
https://data.austintexas.gov/stories/s/ranj-cccq

Organization: City of Austin
APS 2.1 Intake Priority by County and Region FY2016-FY2025

DFPS sets priorities for the delivery of protective services. In establishing priorities, DFPS defines timeframes for conducting initial face-to-face interviews with alleged victims. The priorities are based on severity and immediacy of alleged threat to the life or physical safety of the alleged victim.  (40 Texas Administrative Code §705.2101)
 
The initial face-to-face contact with the alleged victim is conducted according to the following priorities: 

Priority 1: Allegations that the victim is in a state of serious harm or is in danger of death from abuse or neglect. APS makes face-to-face contact within 24 hours of SWI’s receipt of Priority I allegations.

Priority 2: Allegations that the victim is abused, neglected, or financially exploited and, as a result, is at risk of serious harm. APS makes face-to-face contact within three calendar days of SWI’s receipt of Priority II allegations. 

Priority 3: All other allegations that the victim is in a state of abuse or neglect. APS makes face-to-face contact within seven calendar days of SWI’s receipt of Priority III allegations. 

Priority 4: Allegations of financial exploitation when there is no danger of imminent impoverishment or deprivation of basic needs.  APS makes face-to-face contact within 14 calendar days of SWI’s receipt of Priority IV allegations. 
 
 Inclusion is based on the Intake Closure Date.

Tags: adult-protective-services, aps, data-book, databook, dfps, intakes, oidb, reports-of-abuse-and-neglect, texas-department-of-family-and-protective-services
Organization: City of Austin
City of Austin Open Data Terms of Use Policy

Please see the uploaded PDF Version of the City of Austin Open data Terms of Use or you can visit the <a href="https://datahub.austintexas.gov/stories/s/ranj-cccq" target="_blank">City of Austin Open Data Terms of Use Page</a>.

Tags: attribution, legal, open-data-terms-of-use, policy, terms
Organization: City of Austin
Wildfire Hazard Potential Treatment Areas

&lt;div style="text-align:Left;"&gt;&lt;p&gt;&lt;span style="font-size:13.3333px;"&gt;This feature class consists of locations of City of Austin owned parcels of land that have been pre-identified as potential treatment zones for wildfire hazard reduction projects. This layer is not an indicator of wildfire hazard.&lt;/span&gt;&lt;/p&gt;&lt;/div&gt;

Tags: afd, agoltosocrata, wildfire
Organization: City of Austin
University of Texas Good Systems and ATCEMS Hospitalization time series

Filename: ts_2019_2020.csv
Description: Time series of the daily frequency of EMS incidents from 2019 to 2020

 total_ts: the daily frequency of all EMS incidents.
 defunct_calls_pandemic_removed_ts: the daily frequency of non-pandemic defunct EMS incidents.
 Pandemic_defunct_calls_ts: the daily frequency of pandemic defunct EMS incidents.
 Incidents_pandemic_removed_ts: the daily frequency of non-pandemic, non-defunct EMS incidents.
 Pandemic_effect_ts: the daily frequency of pandemic, non-defunct EMS incidents.
 hospitalisation_ts: the daily frequency of the newly admitted Covid-19 patients to hospitals in the Austin-Round Rock metropolitan statistical area.

Tags: atcems, good-systems, university-of-texas
Organization: City of Austin
Median Earnings of Creative Sector Occupations

Median earnings of creative sector occupations tells us how much Austin's artists, musicians, and related creative sector workers are earning per hour. It shows us whether our city's artists and creative sector workers can afford to live and work in Austin. 

Data was gathered directly from the Creative Vitality Suite (cvsuite.org), a subscription-based online research-based, economic development tool that provides creative economy data and reporting. Data extracted from CVSuite software's data analysis from the following sources: Economic Modeling Specialists International (EMSI), National Assembly of State Arts Agencies, National Center for Charitable Statistics.

Tags: arts, creative-sector, culture, wages
Organization: City of Austin
EMS - Monthly Finance Measures

This table contains performance data related to ATCEMS revenue collection processes.

When using this data for research or other purposes, please cite it as:

Emergency Medical Services Department. (2017). EMS - Monthly Finance Measures [Data set]. City of Austin, Texas Open Data Portal. https://doi.org/10.26000/001.000008.

Since this table is updated on a monthly basis, include the date that the table was accessed in the citation.

Tags: 911, administration, ambulance, atcems, austin, business-processes, emergency-medical-services, ems, finance, revenue-collection, travis-county
Organization: City of Austin
CPS 1.3 FBSS - Children Entering Family Preservation Services with Race/Ethnicity FY2016-2025

Family Preservation Services (FPR) are services provided to the child and the family where the caregiver retains legal custody.  

Counts children entering Family Based Safety Services Family Preservation Stages during the fiscal year.

NOTE:  Family Preservation Services is under the umbrella of Family Based Safety Services (FBSS).

Tags: cps, dfps, family-based-safety-services, family-preservation, fbss, fpr, oidb, online-data-book
Organization: City of Austin
CPI 3.9 Abuse/Neglect Investigations and Alternative Response: Alleged and Confirmed Victim Recidivism FY2016-FY2025

Recidivism is calculated as a percentage of all alleged victims and child principals in alternative response and investigation stages, who did not receive any ongoing services, who had a subsequent confirmed allegation, or case open for ongoing services within 12 months. 

Numerator: Number of children who have a confirmed allegation in an investigation or an open family preservation or substitute care stage within 12 months of a closed investigation or alternative response stage with no ongoing services. 

Denominator:  Number of alleged and confirmed victims in investigations (excluding admin closures) and alternative response stages closed 12 months prior with no ongoing services.

Numerator: Number of children who have a confirmed allegation in an investigation or an open family preservation or substitute care stage within 12 months of a closed investigation or alternative response stage with no ongoing services. 

Denominator:  Number of alleged and confirmed victims in investigations (excluding admin closures) and alternative response stages closed 12 months prior with no ongoing services.

Tags: abuse-neglect-investigations, alternative-response, cpi, dfps, oidb, online-data-book
Organization: City of Austin
Drug AMP Reporting - Quarterly

Drugs that have been reported under the Medicaid Drug Rebate Program along with an indication of whether or not the required Average Manufacturer Price (AMP) was reported for each drug. All drugs are identified in the file by the 11-digit National Drug Code, product name, labeler name, and reported (R) or not reported (NR).

Tags: amp, average-manufacturer-price
Organization: U.S. Department of Health & Human Services
NCHS Research and Development Survey (RANDS) Round 9 Restricted File

The Research and Development Survey (RANDS) is a series of cross-sectional surveys using probability-sampled commercial survey panels. Some rounds also include non-probability panels. The ninth round of RANDS (RANDS 9) was administered by NORC at the University of Chicago using the AmeriSpeak Panel. A sample also was purchased by NORC from the Lucid non-probability panel. Data were collected from November 28, 2023 to January 12, 2024. RANDS 9 contained the embedded probe questions and experiments as in previous rounds of RANDS. It included questions on race-ethnicity demographic question response order, intimate partner violence, diabetes and obesity stigma, discrimination, and learning difficulty. The AmeriSpeak part of RANDS 9 has a known survey sampling design and can be used to produce nationally and sub-nationally representative estimates.

Tags: activities-of-daily-living, chronic-conditions, cognitive-impairment, diabetes, disability, health-insurance, intimate-partner-violence, obesity, physical-violence, race-and-ethnicity, research-data-center, sdoh-civic-participation, sdoh-discrimination, sdoh-language, sdoh-racism, sdoh-social-emotional, sexual-identity, sexual-violence
Organization: U.S. Department of Health & Human Services
Drug Products in the Medicaid Drug Rebate Program

Active drugs that have been reported by participating drug manufacturers under the Medicaid Drug Rebate Program. All drugs are identified by National Drug Code (NDC), unit type, units per package size, product name, Food and Drug Administration (FDA) approval date, the date the drug entered the market, plus indicators to show whether the drug is an innovator or non-innovator drug; whether it is available by prescription or over-the-counter (OTC); the FDA therapeutic equivalency code; and the Drug Efficacy Study Implementation (DESI) rating and termination date. Each quarter posted represents a snapshot of data in the system at that time and is not updated by subsequent changes.

Tags: drug-products, drug-rebate-program
Organization: U.S. Department of Health & Human Services
Medicaid CMS-64 CAA 2023 Increased FMAP Expenditure Data Collected through MBES/CBES

Notes:
1. CAA 2023 provides a temporary 5.0 percentage point FMAP increase to each qualifying state and territory's FMAP under section 1905(b) of the Act, beginning April 1, 2023 through June 30, 2023.							
2. CAA 2023 provides a temporary 2.5 percentage point FMAP increase to each qualifying state and territory's FMAP under section 1905(b) of the Act, beginning July 1, 2023 through September 30, 2023.							
3. CAA 2023 provides a temporary 1.5 percentage point FMAP increase to each qualifying state and territory's FMAP under section 1905(b) of the Act, beginning October 1, 2023 through December 31, 2023.							
4. States that have reported “0” either have no expenditures for that reporting category or have not yet reported expenditures for that category. 							
5. This report is a cumulative summary report that includes current and prior period adjustment expenditures that apply to this quarter and does not include Collections or Overpayment Recoveries.

Tags: medicaid
Organization: U.S. Department of Health & Human Services
Share of Medicaid Enrollees in Managed Care

The Share of Medicaid Enrollees in any Managed Care and in Comprehensive Managed CaAre profiles state-level enrollment statistics (numbers and percentages) of total Medicaid enrollees in any type of managed care as well as those enrolled specifically in comprehensive managed care programs. The report provides managed care enrollment by state with all 50 states, the District of Columbia and the US territories are represented in these data.

1. Note: "n/a" indicates that a state or territory was not able to report data or does not have a managed care program.

2. The “Total Medicaid Enrollees” column represents an unduplicated count of all beneficiaries in FFS and any type of managed care, including Medicaid-only and dually eligible individuals receiving full Medicaid benefits or Medicaid cost sharing.

3. The “Total Medicaid Enrollment in Any Type of Managed Care” column represents an unduplicated count of beneficiaries enrolled in any Medicaid managed care program, including comprehensive MCOs, limited benefit MCOs, PCCMs, and PCCM entities.

4. The “Medicaid Enrollment in Comprehensive Managed Care” column represents an unduplicated count of Medicaid beneficiaries enrolled in a managed care plan that provides comprehensive benefits (acute, primary care, specialty, and any other), as well as PACE programs. It excludes beneficiaries who are enrolled in a Financial Alignment Initiative Medicare-Medicaid Plan as their only form of managed care.

Tags: comprehensive-managed-care, enrollment, managed-care, medicaid
Organization: U.S. Department of Health & Human Services
Drug AMP Reporting - Monthly

Drugs that have been reported under the Medicaid Drug Rebate Program along with an indication of whether or not the required Average Manufacturer Price (AMP) was reported for each drug. All drugs are identified in the file by the 11-digit National Drug Code, product name, labeler name, and reported (R) or not reported (NR).

Tags: amp, average-manufacturer-price
Organization: U.S. Department of Health & Human Services
Medicaid CMS-64 New Adult Group Expenditures

This dataset reports summary level expenditure data associated with the new adult group established under the Affordable Care Act. These state expenditures are reported through the federal Medicaid Budget and Expenditure System (MBES).

Notes:
1. “VIII GROUP” is also known as the “New Adult Group.”
2. The VIII Group is only applicable for states that have expanded their Medicaid programs by adopting the VIII Group. VIII Group expenditure information
for the states that have not expanded their Medicaid program is noted as “N/A.”
3. States that have reported “0” either have no expenditures for that reporting category or have not yet reported expenditures for that category.
4. MCHIP expenditures are not included in the All Medical Assistance Expenditures.

Tags: cms-64, expansion-population, expenditures, mbes, medicaid, new-adult-group, viii-group
Organization: U.S. Department of Health & Human Services