AndreaBozzo/ceres-open-data-index huggingface dataset:
EnviroAtlas - Commute Modes and Working from Home by Block Group for the Conterminous United States

This EnviroAtlas dataset portrays the percent of workers who commute to work using various modes, and the percent who work from home within each Census Block Group (CBG) during 2008-2012. Data were compiled from the Census ACS (American Community Survey) 5-year Summary Data. The commute modes are the travel methods workers use to get from home to work. The commute modes mapped include private vehicle use (drive alone or carpooling), public transit, bicycling, and walking. Workers who work from home were also reported. This dataset was produced by the US EPA to support research and online mapping activities related to EnviroAtlas. EnviroAtlas (https://www.epa.gov/enviroatlas) allows the user to interact with a web-based, easy-to-use, mapping application to view and analyze multiple ecosystem services for the contiguous United States. The dataset is available as downloadable data (https://edg.epa.gov/data/Public/ORD/EnviroAtlas) or as an EnviroAtlas map service. Additional descriptive information about each attribute in this dataset can be found in its associated EnviroAtlas Fact Sheet (https://www.epa.gov/enviroatlas/enviroatlas-fact-sheets).

Tags: alabama, arizona, arkansas, california, census block groups, colorado, connecticut, delaware, ecosystem, ecosystem services, enviroatlas, environment, environmental atlas, florida, georgia, human, human well-being, idaho, illinois, indiana, indicator, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, montana, nebraska, nevada, new hampshire, new jersey, new mexico, new york, north carolina, north dakota, ohio, oklahoma, oregon, pennsylvania, rhode island, society, south carolina, south dakota, sustainability, tennessee, texas, transportation, united states, utah, vermont, virginia, washington, washington dc, west virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
EnviroAtlas - 2016 Riparian Tree Canopy Cover by 12-digit HUC for Puerto Rico and the US Virgin Islands

This EnviroAtlas dataset represents the percentage of land area that is classified as tree canopy cover using the National Land Cover Database 2016 USFS Tree Canopy Cover dataset for each 12-digit hydrologic unit code (HUC) in Puerto Rico and the US Virgin Islands. Streams were derived from the National Hydrography Dataset (NHD) High Resolution dataset obtained June 2020. This dataset was produced by the US EPA to support research and online mapping activities related to EnviroAtlas. EnviroAtlas (https://www.epa.gov/enviroatlas) allows the user to interact with a web-based, easy-to-use, mapping application to view and analyze multiple ecosystem services for the contiguous United States. The dataset is available as downloadable data (https://edg.epa.gov/data/Public/ORD/EnviroAtlas) or as an EnviroAtlas map service. Additional descriptive information about each attribute in this dataset can be found in its associated EnviroAtlas Fact Sheet (https://www.epa.gov/enviroatlas/enviroatlas-fact-sheets).

Tags: 12-digit hucs, agriculture, ecosystem, ecosystem services, enviroatlas, environment, environmental atlas, green space, land cover, puerto rico, surface water, united states, virgin islands, water, wetlands
Organization: U.S. Environmental Protection Agency
EnviroAtlas - Candidate Areas for Ecological Restoration for the Conterminous United States

This EnviroAtlas dataset shows the candidate areas for ecological restoration, identified as close but geographically disjunct vegetated regions. Ecological restoration may become a more prominent means of environmental conservation in the future, and landscape context and connectivity are important emerging principles in ecological restoration science. We used morphological spatial pattern analysis (MSPA) to identify candidate restoration areas based on their proximity to large vegetated regions. We then populated the candidate sites with 17 attributes related to site content (e.g., soil productivity) and site context (area of surrounding vegetated regions).

Tags: 12-digit hucs, alabama, arizona, arkansas, california, colorado, connecticut, delaware, ecosystem, ecosystem services, enviroatlas, environment, environmental atlas, florida, georgia, idaho, illinois, indiana, iowa, kansas, kentucky, land, louisiana, maine, management, maryland, massachusetts, michigan, minnesota, mississippi, missouri, montana, nebraska, nevada, new hampshire, new jersey, new mexico, new york, north carolina, north dakota, ohio, oklahoma, oregon, pennsylvania, potential for change - ecosystem services, remediation, rhode island, sites, south carolina, south dakota, structure, tennessee, texas, united states, utah, vermont, virginia, washington, washington dc, west virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
EnviroAtlas - Protected Lands by 12-digit HUC for Alaska

This dataset shows the percentage of each Watershed Boundary Dataset (WBD) 12-digit Hydrologic Unit (HUC) that is included in the USGS National Gap Analysis Program (GAP) or International Union for the Conservation of Nature (IUCN) protection categories in the Protected Areas Database of the United States (PADUS). Percentages for GAP status 1 and 2 combined, GAP status 3, and GAP status 1, 2, and 3 combined are provided. The percentages for IUCN categories Ia, Ib, II, III, IV, V, and VI are provided, as well as for all the categories combined. This dataset was produced by the US EPA to support research and online mapping activities related to EnviroAtlas. EnviroAtlas (https://www.epa.gov/enviroatlas) allows the user to interact with a web-based, easy-to-use, mapping application to view and analyze multiple ecosystem services for the contiguous United States. The dataset is available as downloadable data (https://edg.epa.gov/data/Public/ORD/EnviroAtlas) or as an EnviroAtlas map service. Additional descriptive information about each attribute in this dataset can be found in its associated EnviroAtlas Fact Sheet (https://www.epa.gov/enviroatlas/enviroatlas-fact-sheets).

Tags: 12-digit hucs, alaska, biodiversity, conservation, ecology, ecosystem, ecosystem services, enviroatlas, environment, environmental atlas, impact, indicator, land cover, management, protected lands, united states
Organization: U.S. Environmental Protection Agency
EnviroAtlas - Acres of crops that have no nearby pollinator habitat by 12-digit HUC for the Conterminous United States

This dataset is a summary of crop acres without nearby pollinator habitat. Pollination habitat here is defined as trees (fruit, nut, deciduous, and evergreen). Crops are only those that either benefit from or require pollinators in order to produce or improve crop production. The maximum distance a tree habitat could be from the crop pixel was 2.8 km. If the crop had no tree habitat within this distance (euclidean) then it was selected as needing habitat. The total areas of crops without nearby pollinator habitat was then summed by 12 digit HUCS. This metric is a measure of demand for pollinators in order to improve or produce crop yields. This dataset was produced by the US EPA to support research and online mapping activities related to EnviroAtlas. EnviroAtlas (https://www.epa.gov/enviroatlas) allows the user to interact with a web-based, easy-to-use, mapping application to view and analyze multiple ecosystem services for the contiguous United States. The dataset is available as downloadable data (https://edg.epa.gov/data/Public/ORD/EnviroAtlas) or as an EnviroAtlas map service. Additional descriptive information about each attribute in this dataset can be found in its associated EnviroAtlas Fact Sheet (https://www.epa.gov/enviroatlas/enviroatlas-fact-sheets).

Tags: 12-digit hucs, agriculture, alabama, arizona, arkansas, california, colorado, connecticut, delaware, ecosystem, ecosystem services, enviroatlas, environment, environmental atlas, florida, georgia, idaho, illinois, indiana, iowa, kansas, kentucky, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, montana, nebraska, nevada, new hampshire, new jersey, new mexico, new york, north carolina, north dakota, ohio, oklahoma, oregon, pennsylvania, rhode island, south carolina, south dakota, tennessee, texas, united states, utah, vermont, virginia, washington, washington dc, west virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
EnviroAtlas - 2011 Agricultural Land Cover on Steep Slopes for the Conterminous United States

This EnviroAtlas dataset represents the percentage land area that is classified as agricultural land cover that occurs on slopes above a given threshold for each 12-digit hydrologic unit code (HUC) in the conterminous United States. Agricultural land cover is defined using the EnviroAtlas hybrid Cropland Data Layer (CDL) - 2011 National Land Cover Dataset (NLCD). Percentage slope values were derived from the 1 arc-second National Elevation Dataset (NED). This dataset was produced by the US EPA to support research and online mapping activities related to EnviroAtlas. EnviroAtlas (https://www.epa.gov/enviroatlas) allows the user to interact with a web-based, easy-to-use, mapping application to view and analyze multiple ecosystem services for the contiguous United States. The dataset is available as downloadable data (https://edg.epa.gov/data/Public/ORD/EnviroAtlas) or as an EnviroAtlas map service. Additional descriptive information about each attribute in this dataset can be found in its associated EnviroAtlas Fact Sheet (https://www.epa.gov/enviroatlas/enviroatlas-fact-sheets).

Tags: 12-digit hucs, agriculture, alabama, arizona, arkansas, california, colorado, connecticut, delaware, ecosystem, ecosystem services, enviroatlas, environment, environmental atlas, florida, georgia, idaho, illinois, indiana, iowa, kansas, kentucky, land cover, louisiana, maine, maryland, massachusetts, michigan, minnesota, mississippi, missouri, montana, nebraska, nevada, new hampshire, new jersey, new mexico, new york, north carolina, north dakota, ohio, oklahoma, oregon, pennsylvania, rhode island, south carolina, south dakota, surface water, tennessee, texas, united states, utah, vermont, virginia, washington, washington dc, water, west virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
Iowa Property Casualty Insurance Premiums and Losses

Dataset contains information on premiums written, losses paid and taxes paid for property casualty insurance companies licensed to operate in the State of Iowa by year and line of insurance.  The data listed in this table comes from amounts reflected in each company's annual statement.  The taxes paid column may not represent amounts actually collected by the State of Iowa.

Tags: casualty, insurance, losses, premiums, property
Organization: State of Iowa
Fluvial flooding and sea-level rise datasets related to benzo[a]pyrene transport at the Lower Darby Creek Area

Datasets include maps and excel spreadsheet data files used in modeling the combined impacts of fluvial flooding, mean higher high water tide, and sea level rise on sediment and contaminant transport at legacy landfills in the Lower Darby Creek Area (LDCA) Superfund site. 

This dataset is associated with the following publication:
Woznicki, S., J. Barber, J. Butcher, J. Essoka, H. Maureen, M. Mehaffey, B. Pluta, A. Shabani, and P. Whung. Compound Impacts of Fluvial Flooding and Sea-Level Rise on Benzo[a]pyrene Transport in the Lower Darby Creek Area Superfund
Site, Pennsylvania, USA.   ACS ES&T Water. American Chemical Society, Washington, DC, USA, 5(7): 3613-3627, (2025).

Tags: contaminated-sites, flooding, sediment, superfund
Organization: U.S. Environmental Protection Agency
Dataset for "Impact of soil load on microorganism inactivation by 222 nm and 254 nm UVC radiation" manuscript

Complete dataset for "Impact of soil load on microorganism inactivation by 222 nm and 254 nm UVC radiation" manuscript. 

This dataset is associated with the following publication:
Ratliff, K., M. Calfee, A. Abdel-Hady, M. Monge, D. Aslett, and L. Oudejans. Impact of inoculum composition on bacteria and bacteriophage UVC inactivation at 222 nm and 254 nm.   Letters in Applied Microbiology. Blackwell Publishing, Malden, MA, USA, 78(7): ovaf090, (2025).

Tags: disinfection, far-uvc, treatment, ultraviolet
Organization: U.S. Environmental Protection Agency
PFAS-GAC Matrix Impact Adsorption Data

This is data from adsorption experiments seeking to understand the impact of different matrix components on PFAS adsorption by granular activated carbon. 

This dataset is associated with the following publication:
Abulikemu, G., J. Pressman, D. Wahman, G. Sorial, T. Sanan, E. Stebel, B. Gray, E. Hughes, E. Kleiner, S. Pedigo, C. Gastaldo, S. Smith, L. Haupert, and J. Burkhardt. Perfluoroalkyl Chemical Adsorption by Granular Activated Carbon: Impacts of Source Water Characteristics.   AWWA Water Science. John Wiley & Sons, Inc., Hoboken, NJ, USA, 7(4): e70027, (2025).

Tags: adsorption, calcium-sulfate, gac, granular-activated-carbon-adsorption, ionic-strength, nom, per-and-polyfluoroalkyl-substances-pfas, pfas, ph
Organization: U.S. Environmental Protection Agency
Metamaterial Unit Cell Database for Marine Energy System Design

This dataset provides a curated Excel-based database of metamaterial unit cells intended to support the marine energy research community in the design and analysis of innovative marine energy systems. The database compiles geometric and mechanical information for a wide range of unit cell topologies, enabling rapid visual assessment, geometric reconstruction, and systematic classification based on functional behavior. Each entry includes a visual figure, bibliographic reference with DOI, coupling mode, nonlinear or buckling behavior classification, and both demonstrated and potential applications in the context of marine energy.

The dataset also includes detailed data required to reconstruct each unit cell geometry, such as coordinate matrices (nodal coordinates and indices), connectivity matrices (element connections), and schematic skeleton diagrams with node numbering. These data formats are compatible with MATLAB and other finite element preprocessing tools. While the coordinate and connectivity data have been regenerated for consistency, they may not exactly replicate those from the original publications. 

Tags: buckling, connectivity-matrix, coordinate-matrix, database, design-database, energy-conversion, finite-element-modeling, geometric-reconstruction, marine-energy, matlab, metamaterials, mhk, skeleton-diagram, structural-lattices, structures, topology, unit-cells, wave-energy, wec
Organization: Department of Energy
MONAHRQ

<p>MONAHRQ® is a desktop software tool that enables organizations—such as state and local data organizations, regional reporting collaborations, hospitals and hospital systems, nursing homes and nursing home organizations, and health plans—to quickly and easily generate a health care reporting website.</p>
<p>Effective September 27, 2017, technical support and software updates will no longer be available. Version 7, build 5, will be the final update. Existing software and supporting materials will remain available on this site. In addition, the open source project will remain active with software and materials available through GitHub: <a href="https://github.com/AHRQ/MONAHRQ-Open-Source">https://github.com/AHRQ/MONAHRQ-Open-Source</a></p>

Tags: claims, community-health, diagnoses, emergency-department, hcahps, hcup, health-care, health-statistics, healthcare-quality, hospital, hospital-compare, inpatient, prevention, procedures, quality-measurement, quality-reporting, software, utlization, website
Organization: U.S. Department of Health & Human Services
National Epidemiologic Survey on Alcohol and Related Conditions (NESARC) - III

<p>The National Epidemiologic Survey on Alcohol and Related Conditions - III (NESARC-III) is a nationally representative survey of 46,500 adult Americans that collected data on alcohol use disorders and their associated disabilities in addition to collecting saliva samples for the purpose of understanding the prevalence, risk factors, health disparities, economic costs and gene-environment interactions related to alcohol use disorders and their associated disabilities.</p>
<p>Results from the study are not yet available. The data collection is also associated with clinical trial number: NCT01273220.</p>

Tags: adult, alcohol, anxiety, disability, disparities, epidemiology, mental-health, mood-disorder, other, population-statistics, sexual-assault, substance-use
Organization: U.S. Department of Health & Human Services
Healthcare Cost and Utilization Project (HCUP) Summary Trends Tables

The HCUP Summary Trend Tables include monthly information on hospital utilization derived from the HCUP State Inpatient Databases (SID) and HCUP State Emergency Department Databases (SEDD). Information on emergency department (ED) utilization is dependent on availability of HCUP data; not all HCUP Partners participate in the SEDD.

The HCUP Summary Trend Tables include downloadable Microsoft® Excel tables with information on the following topics:

<li>Overview of monthly trends in inpatient and emergency department utilization
<li>All inpatient encounter types
<li>Inpatient stays by priority conditions
-COVID-19
-Influenza
-Other acute or viral respiratory infection
<li>Inpatient encounter type
-Normal newborns
-Deliveries
-Non-elective inpatient stays, admitted through the ED
-Non-elective inpatient stays, not admitted through the ED
-Elective inpatient stays
<li>Inpatient service line
-Maternal and neonatal conditions
-Mental health and substance use disorders
-Injuries
-Surgeries
-Other medical conditions
<li>Emergency department treat-and-release visits
<li>Emergency department treat-and-release visits by priority conditions
-COVID-19
-Influenza
-Other acute or viral respiratory infection
<li>Description of the data source, methodology, and clinical criteria

Tags: agency-for-healthcare-research-and-quality-department-of-health-human-services, hcup, healthcare-cost-and-utilization
Organization: U.S. Department of Health & Human Services
CDC Wonder Vaccine Adverse Event Reporting System

<p>The Vaccine Adverse Event Reporting System (VAERS) online database on CDC WONDER provides counts and percentages of adverse event case reports after vaccination, received since January 1990 through last month. Data are available by symptom, vaccine product, manufacturer, onset interval, outcome category, year and month vaccinated, year and month reported, age, sex and state / territory. The Vaccine Adverse Event Reporting System is a cooperative program for vaccine safety of the Centers for Disease Control and Prevention (CDC) and the Food and Drug Administration (FDA). VAERS is a post-marketing safety surveillance program, collecting information about adverse events (possible side effects) that occur after the administration of US licensed vaccines. Data are from the US Department of Health and Human Services (DHHS), Public Health Service (PHS), Food and Drug Administration (FDA)/ Centers for Disease Control (CDC), Vaccine Adverse Event Reporting System (VAERS).</p>

Tags: adverse-event, safety, side-effect, vaccine, vaers
Organization: U.S. Department of Health & Human Services
Medical Expenditure Panel Survey (MEPS) Insurance Component Data Tools

The Medical Expenditure Panel Survey Insurance Component (MEPS-IC) is an annual survey of private employers and State and local governments. The MEPS-IC produces national and State level estimates of employer-sponsored insurance, including offered plans, costs, employee eligibility, and number of enrollees. With the MEPS-IC Data Tools, users can interactively explore maps, trends, and cross-sectional bar charts for topics related to national and state-level employer-based health insurance for employer characteristics/offerings; employee take-up; premiums; contributions; and cost-sharing. The MEPS-IC is sponsored by the Agency for Healthcare Research and Quality and is fielded by the U.S. Census Bureau.

Tags: agency-for-healthcare-research-and-quality-department-of-health-human-services, insurance, medical-expenditure, meps
Organization: U.S. Department of Health & Human Services
NIH Data Sharing Repositories

<p>A list of NIH-supported repositories that accept submissions of appropriate scientific research data from biomedical researchers. It includes resources that aggregate information about biomedical data and information sharing systems. Links are provided to information about submitting data to and accessing data from the listed repositories. Additional information about the repositories and points-of contact for further information or inquiries can be found on the websites of the individual repositories.</p>

Tags: biomedical-research, national-institutes-of-health-nih-department-of-health-human-services
Organization: U.S. Department of Health & Human Services
National Youth Survey US: Wave V (NYS-1980)

<p>Youth data for the fifth wave of the National Youth Survey<br />
are contained in this collection. The first wave of this survey was<br />
conducted in 1976, the second wave in 1977,<br />
the third wave in 1978, and the fourth wave in 1979. For this wave, youths in the United States were interviewed in<br />
early 1981 about events and behavior occurring in calendar year 1980.<br />
Data are available on the demographic and socioeconomic status of<br />
respondents, disruptive events in the home, neighborhood problems,<br />
youth aspirations and current successes, normlessness, labeling by<br />
parents, friends, and co-workers, perceived disapproval, attitudes<br />
toward deviance, exposure and commitment to delinquent peers, sex<br />
roles, interpersonal violence, attitudes toward sexual violence,<br />
pressure for substance abuse by peers, drug and alcohol use, and<br />
victimization.This study has 1 Data Set.</p>

Tags: aspirations, behavior-problems, career-goals, community-involvement, delinquent-behavior, depression-psychology, deviance, drugs, expectations, family-conflict, family-relations, health-services-utilization, life-events, neighborhood-conditions, parental-attitudes, parents, peer-influence, sexual-behavior, social-attitudes, social-behavior, social-isolation, social-values, socioeconomic-status, spouse-abuse, substance-abuse, teenage-pregnancies, victimization, young-adults, youths
Organization: U.S. Department of Health & Human Services