AndreaBozzo/ceres-open-data-index huggingface dataset:
Time Series Economic Indicators Time Series -: Quarterly Survey of Public Pensions

The U.S. Census Bureau.s economic indicator surveys provide monthly and quarterly data that are timely, reliable, and offer comprehensive measures of the U.S. economy. These surveys produce a variety of statistics covering construction, housing, international trade, retail trade, wholesale trade, services and manufacturing. The survey data provide measures of economic activity that allow analysis of economic performance and inform business investment and policy decisions. Other data included, which are not considered principal economic indicators, are the Quarterly Summary of State & Local Taxes, Quarterly Survey of Public Pensions, and the Manufactured Homes Survey.  For information on the reliability and use of the data, including important notes on estimation and sampling variance, seasonal adjustment, measures of sampling variability, and other information pertinent to the economic indicators, visit the individual programs' webpages - http://www.census.gov/cgi-bin/briefroom/BriefRm.

Tags: census
Organization: Department of Commerce
Current Population Survey Annual Social and Economic Supplement

The Annual Social and Economic Supplement or March CPS supplement is the primary source of detailed information on income and work experience in the United States. Numerous publications based on this survey are issued each year by the Bureaus of Labor Statistics and Census. A public-use microdata file is available for private researchers, who also produce many academic and policy-related documents based on these data.    The Annual Social and Economic Supplement is used to generate the annual Population Profile of the United States, reports on geographical mobility and educational attainment, and detailed analysis of money income and poverty status. The labor force and work experience data from this survey are used to profile the U.S. labor market and to make employment projections.    To allow for the same type of in-depth analysis of hispanics, additional hispanic sample units are added to the basic CPS sample in March each year. Additional weighting is also performed so that estimates can be made for households and families, in addition to persons.

Tags: census
Organization: Department of Commerce
NARS data in combination with results data

Source data from the National Aquatic Resource Survey's National Rivers and Streams Assessment containing benthic macroinvertebrate and fish taxa data and environmental predictor variables for stream sites.  Results data contains estimated of taxa richness for invertebrates and fish for both ecoregions and hydrologic units. 

This dataset is associated with the following publication:
Hughes, R.M., A. Herlihy, R. Comeleo, D. Peck, R. Mitchell, and S. Paulsen. Patterns in and predictors of stream and river macroinvertebrate genera and fish species richness across the conterminous USA.   Knowledge and Management of Aquatic Ecosystems. EDP Sciences, LES ULIS,  FRANCE, 424: 2023014, (2023).

Tags: biodiversity, environmental-predictors, regional-richness, residual-richness
Organization: U.S. Environmental Protection Agency
Destruction Profiles for the Mechanochemical Destruction of PFAS in AFFF and AFFF Contaminated Soil

This dataset gives time dependent concentrations of PFAS measured during the mechanochemical treatment of AFFF in sand and soil contaminated with AFFF. The data is also presented in two figures. 

This dataset is associated with the following publication:
Gobindlal, K., E. Shields, A. Whitehill, C. Weber, and J. Sperry. Mechanochemical Destruction of Per- and Polyfluoroalkyl Substances in Aqueous Film-Forming Foams and Contaminated Soil.   Environmental Science & Technology Letters. American Chemical Society, Washington, DC, USA,  NA, (2023).

Tags: afff, mechanochemical-destruction, pfas, soil-remediation
Organization: U.S. Environmental Protection Agency
Stressor-Response: Weighted Averaging

The data consists of paired observations of relative abundances of benthic macroinvertebrates along with concurrent measurements of water chemistry variables and physical habitat variables. 

This dataset is associated with the following publication:
Griffith, M. Development of national stressor-specific genus sensitivity values.   SCIENCE OF THE TOTAL ENVIRONMENT. Elsevier BV, AMSTERDAM,  NETHERLANDS, 895: 165121, (2023).

Tags: ecological-causal-assessment, environmental-variables, macroinvertebrates, sensitivity, stressor-response-relationships, weighted-averaging
Organization: U.S. Environmental Protection Agency
PFAS Air Emissions from Fabric Coating

PTR and CIMS measurements of gas phase air emissions from fabric coating. 

This dataset is associated with the following publication:
Wickersham, L., J. Mattila, J. Krug, S. Jackson, M. Wallace, E. Shields, H. Halliday, E. Li, H. Liberatore, S.(. Farrior, W. Preston, J. Ryan, C. Lee, and W. Linak. Characterization of PFAS Air Emissions from Simulated Thermal Fabric Application Processes.   JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION. Air & Waste Management Association, Pittsburgh, PA, USA,  NA, (2023).

Tags: climate-change, environmental-justice
Organization: U.S. Environmental Protection Agency
Dataset used in ORD-035008 - A Set of Six Gene Expression Biomarkers and Their Thresholds Identify Rat Liver Tumorigens in Short-Term Assays

The links provided include the DrugMatrix-Affymetrix study, the TG-GATES study, and the TempO-Seq S1500+ study. 

This dataset is associated with the following publication:
Lewis, R., T. Hill III, and C. Corton. A set of six Gene expression biomarkers and their thresholds identify rat liver tumorigens in short-term assays.   TOXICOLOGY. Elsevier Science Ltd, New York, NY, USA, 443: 152547, (2020).

Tags: biomarker, threshold, transcript-profiling
Organization: U.S. Environmental Protection Agency
National Water Withdrawal Totals By Industry 2015 v1.1

This dataset contains 2015 national-level water withdrawal by North American Industry Classification System (NAICS) 2012 6-digit codes. This dataset was generated with FLOWSAv1.0.0 by calling the getFlowBySector() function and passing "Water_national_2015_m1" as the method name. FLOWSA is a publicly available python package that generates standardized environmental flows by industry (https://github.com/USEPA/flowsa/releases/tag/v1.0.0). The metadata text file included as a supporting document records the FLOWSA tool version and input dataset bibliographic details. 

This dataset is associated with the following publication:
Ingwersen, W.W., M. Li, B. Young, J. Vendries, and C. Birney. USEEIO v2.0, The US Environmentally-Extended InputOutput Model v2.0.   Scientific Data. Springer Nature Group, New York, NY,   194, (2022).

Tags: eeio, eio, flowsa, lca-database, life-cycle-model, naics, python
Organization: U.S. Environmental Protection Agency
National Land Occupation Totals By Industry 2012 v1.1

This dataset contains 2012 national-level land occupation totals by North American Industry Classification System (NAICS) 2012 6-digit codes. This dataset was generated with FLOWSAv1.0.0 by calling the getFlowBySector() function and passing "Land_national_2012" as the method name. FLOWSA is a publicly available python package that generates standardized environmental flows by industry (https://github.com/USEPA/flowsa/releases/tag/v1.0.0). The metadata text file included as a supporting document records the FLOWSA tool version and input dataset bibliographic details. 

This dataset is associated with the following publication:
Ingwersen, W.W., M. Li, B. Young, J. Vendries, and C. Birney. USEEIO v2.0, The US Environmentally-Extended InputOutput Model v2.0.   Scientific Data. Springer Nature Group, New York, NY,   194, (2022).

Tags: eeio, eio, flowsa, land-use, lca-database, life-cycle-model, naics, python
Organization: U.S. Environmental Protection Agency
National Point Source Releases to Ground Totals by Industry 2017 v1.1

This dataset contains 2017 national point source releases to ground by North American Industry Classification System (NAICS) 2012 6-digit codes. This dataset was generated with FLOWSAv0.3.1 by calling the getFlowBySector() function and passing "GRDREL_national_2017" as the method name. FLOWSA is a publicly available python package that generates standardized environmental flows by industry (https://github.com/USEPA/flowsa/releases/tag/v0.3.1). The metadata text file included as a supporting document records the FLOWSA tool version and input dataset bibliographic details. 

This dataset is associated with the following publication:
Ingwersen, W.W., M. Li, B. Young, J. Vendries, and C. Birney. USEEIO v2.0, The US Environmentally-Extended InputOutput Model v2.0.   Scientific Data. Springer Nature Group, New York, NY,   194, (2022).

Tags: air-emissions, eeio, eio, emissions-inventory, flowsa, lca-database, lca-model, life-cycle-model
Organization: U.S. Environmental Protection Agency
National Commercial Hazardous Waste Totals by Industry 2017 v1.1

This dataset contains 2017 national Commercial RCRA-defined Hazardous Waste by North American Industry Classification System (NAICS) 2012 6-digit codes. This dataset was generated with FLOWSAv0.3.1 by calling the getFlowBySector() function and passing "CRHW_national_2017" as the method name. FLOWSA is a publicly available python package that generates standardized environmental flows by industry (https://github.com/USEPA/flowsa/releases/tag/v0.3.1). The metadata text file included as a supporting document records the FLOWSA tool version and input dataset bibliographic details. 

This dataset is associated with the following publication:
Ingwersen, W.W., M. Li, B. Young, J. Vendries, and C. Birney. USEEIO v2.0, The US Environmentally-Extended InputOutput Model v2.0.   Scientific Data. Springer Nature Group, New York, NY,   194, (2022).

Tags: eeio, eio, flowsa, lca-database, lca-model, life-cycle-model, rcra
Organization: U.S. Environmental Protection Agency
National Employment Totals by Industry 2017 v1.1

This dataset contains 2017 national employment by North American Industry Classification System (NAICS) 2012 6-digit codes. This dataset was generated with FLOWSAv0.3.1 by calling the getFlowBySector() function and passing "Employment_national_2017" as the method name. FLOWSA is a publicly available python package that generates standardized environmental flows by industry (https://github.com/USEPA/flowsa/releases/tag/v0.3.1). The metadata text file included as a supporting document records the FLOWSA tool version and input dataset bibliographic details. 

This dataset is associated with the following publication:
Ingwersen, W.W., M. Li, B. Young, J. Vendries, and C. Birney. USEEIO v2.0, The US Environmentally-Extended InputOutput Model v2.0.   Scientific Data. Springer Nature Group, New York, NY,   194, (2022).

Tags: eeio, eio, flowsa, lca-database, life-cycle-model, naics
Organization: U.S. Environmental Protection Agency
National Point Source Releases to Water Totals by Industry 2017 v1.1

This dataset contains national 2017 point-source releases to water by North American Industry Classification System (NAICS) 2012 6-digit codes. This dataset was generated with FLOWSAv0.3.1 by calling the getFlowBySector() function and passing "TRI_DMR_national_2017" as the method name. FLOWSA is a publicly available python package that generates standardized environmental flows by industry (https://github.com/USEPA/flowsa/releases/tag/v0.3.1). The metadata text file included as a supporting document records the FLOWSA tool version and input dataset bibliographic details. 

This dataset is associated with the following publication:
Ingwersen, W.W., M. Li, B. Young, J. Vendries, and C. Birney. USEEIO v2.0, The US Environmentally-Extended InputOutput Model v2.0.   Scientific Data. Springer Nature Group, New York, NY,   194, (2022).

Tags: air-emissions, eeio, eio, emissions-inventory, flowsa, lca-database, lca-model, life-cycle-model
Organization: U.S. Environmental Protection Agency
National Criteria and Hazardous Air Pollutant Emissions Totals By Industry 2017 v1.1

This dataset contains 2017 national-level criteria and hazardous air pollutant emissions by North American Industry Classification System (NAICS) 2012 6-digit codes. This dataset was generated with FLOWSAv0.3.1 by calling the getFlowBySector() function and passing "CAP_HAP_national_2017" as the method name. FLOWSA is a publicly available python package that generates standardized environmental flows by industry (https://github.com/USEPA/flowsa/releases/tag/v0.3.1). The metadata text file included as a supporting document records the FLOWSA tool version and input dataset bibliographic details. 

This dataset is associated with the following publication:
Ingwersen, W.W., M. Li, B. Young, J. Vendries, and C. Birney. USEEIO v2.0, The US Environmentally-Extended InputOutput Model v2.0.   Scientific Data. Springer Nature Group, New York, NY,   194, (2022).

Tags: air-emissions, eeio, eio, emissions-inventory, flowsa, lca-database, life-cycle-model
Organization: U.S. Environmental Protection Agency
National Commercial Hazardous Waste Totals by Industry 2017

This dataset contains 2017 national Commercial RCRA-defined Hazardous Waste by North American Industry Classification System (NAICS) 2012 6-digit codes. This dataset was created in FLOWSA, a publicly available python package that generates standardized environmental flows by industry. 

This dataset is associated with the following publication:
Ingwersen, W.W., M. Li, B. Young, J. Vendries, and C. Birney. USEEIO v2.0, The US Environmentally-Extended InputOutput Model v2.0.   Scientific Data. Springer Nature Group, New York, NY,   194, (2022).

Tags: input-output-data, life-cycle-assessment, life-cycle-inventory-data, rcra, sustainability
Organization: U.S. Environmental Protection Agency
National Point Source Releases to Ground Totals by Industry 2017

This dataset contains 2017 national point source releases to ground by North American Industry Classification System (NAICS) 2012 6-digit codes. This dataset was created in FLOWSA, a publicly available python package that generates standardized environmental flows by industry. 

This dataset is associated with the following publication:
Ingwersen, W.W., M. Li, B. Young, J. Vendries, and C. Birney. USEEIO v2.0, The US Environmentally-Extended InputOutput Model v2.0.   Scientific Data. Springer Nature Group, New York, NY,   194, (2022).

Tags: air-emissions, emissions-inventory, input-output-data, life-cycle-assessment, life-cycle-inventory-data, sustainability
Organization: U.S. Environmental Protection Agency
National Point Source Releases to Water Totals by Industry 2017

This dataset contains national 2017 point-source releases to water by North American Industry Classification System (NAICS) 2012 6-digit codes. This dataset was created in FLOWSA, a publicly available python package that generates standardized environmental flows by industry. 

This dataset is associated with the following publication:
Ingwersen, W.W., M. Li, B. Young, J. Vendries, and C. Birney. USEEIO v2.0, The US Environmentally-Extended InputOutput Model v2.0.   Scientific Data. Springer Nature Group, New York, NY,   194, (2022).

Tags: air-emissions, emissions-inventory, input-output-data, life-cycle-assessment, life-cycle-inventory-data, sustainability
Organization: U.S. Environmental Protection Agency
National Criteria and Hazardous Air Pollutant Emissions Totals By Industry 2017

This dataset contains 2017 national level criteria and hazardous air pollutant emissions by North American Industry Classification System (NAICS) 2012 6-digit codes. This dataset was created in FLOWSA, a publicly available python package that generates standardized environmental flows by industry. 

This dataset is associated with the following publication:
Ingwersen, W.W., M. Li, B. Young, J. Vendries, and C. Birney. USEEIO v2.0, The US Environmentally-Extended InputOutput Model v2.0.   Scientific Data. Springer Nature Group, New York, NY,   194, (2022).

Tags: air-emissions, emissions-inventory, input-output-data, life-cycle-assessment, life-cycle-inventory-data, sustainability
Organization: U.S. Environmental Protection Agency
National Water Withdrawal Totals By Industry 2015

This dataset contains 2015 national level water withdrawal by North American Industry Classification System (NAICS) 2012 6-digit codes. This dataset was created in FLOWSA, a publicly available python package that generates standardized environmental flows by industry. 

This dataset is associated with the following publication:
Ingwersen, W.W., M. Li, B. Young, J. Vendries, and C. Birney. USEEIO v2.0, The US Environmentally-Extended InputOutput Model v2.0.   Scientific Data. Springer Nature Group, New York, NY,   194, (2022).

Tags: agriculture-water, input-output-data, life-cycle-assessment, life-cycle-inventory-data, naics, sustainability, water-by-naics
Organization: U.S. Environmental Protection Agency
May 1995 Current Population Survey: Basic Monthly

To provide estimates of employment, unemployment, and other characteristics of the general labor force, of the population as a whole, and of various subgroups of the population. Monthly labor force data for the country are used by the Bureau of Labor Statistics (BLS) to determine the distribution of funds under the Job Training Partnership Act. These data are collected through combined computer-assisted personal interviewing (CAPI) and computer-assisted telephone interviewing (CATI). In addition to the labor force data, the CPS basic funding provides annual data on work experience, income, and migration from the March Annual Demographic Supplement and on school enrollment of the population from the October Supplement. Other supplements, some of which are sponsored by other agencies, are conducted biennially or intermittently.

Tags: census
Organization: Department of Commerce
Physical Chemical Parameters

data presented to show correlation between PFAS in leachate and physical chemical parameters. 

This dataset is associated with the following publication:
Zhang, H., Y. Chen, Y. Liu, J. Bowden, T. Tolaymat, T. Townsend, and H. Solo-Gabriele. Relationships between Per- and Polyfluoroalkyl Substances (PFAS) and Physical-Chemical Parameters in Aqueous Landfill Samples.   CHEMOSPHERE. Elsevier Science Ltd, New York, NY, USA, 329: 138541, (2023).

Tags: landfills, leachate, pfas, waste
Organization: U.S. Environmental Protection Agency
A Multiple Linear Regression Approach to the Estimation of Carboxylic Acid Ester and Lactone Alkaline Hydrolysis Rate Constants

The dataset contains identifying information (name, SMILES string), measured hydrolysis rate constants, and calculated molecular descriptors for 223 carboxylic acid esters and 108 lactones. The descriptors include pKa values, charge (and electronegativity), charge density (by Hückel analysis), and steric parameters (both topological and geometrical). 

This dataset is associated with the following publication:
Lazare, J., C. Stevens, and E. Weber. A multiple linear regression approach to the estimation of carboxylic acid ester and lactone alkaline hydrolysis rate constants.   SAR AND QSAR IN ENVIRONMENTAL RESEARCH. Taylor & Francis, Inc., Philadelphia, PA, USA, 34(3): 183-210, (2023).

Tags: cheminformatics, hydrolysis, predictive-model, qsar, rate-constant
Organization: U.S. Environmental Protection Agency
Water Quality - Public

The collection of water quality data has been an integral part of the International Boundary and Water Commission's mission and goal since the signing of the 1944 Water Treaty.  The IBWC collects water quality data for several transboundary rivers, the Rio Grande, Colorado River, New River, Alamo River, and the Tijuana River, along with stations in the Pacific Ocean known as the South Bay Ocean Outfall Water Quality Monitoring Program (Pacific Ocean).  The data is collected and exchanged between the United States and Mexico as agreed to under the IBWC 1944 Water Treaty and the subsequent agreements made by the IBWC to implement the various water quality monitoring programs along the border.  Water quality goals for each program are either specified in an IBWC Minute (such as Minute No. 264 for New River), or compared to water quality standards using United States or Mexican standards for rivers and streams.

Tags: water-quality
Organization: International Boundary & Water Commission
Decennial Census of Island Areas: U.S. Virgin Islands Demographic and Housing Characteristics

This product will include some of the demographic and housing tables previously included in the 2010 Census Summary File 1 (SF1). It will include topics such as age, sex, race, Hispanic or Latino origin, household type, family type, relationship to householder, group quarters population, housing occupancy and housing tenure. Some tables will be iterated by race and ethnicity.

Tags: census
Organization: Department of Commerce
Decennial Census of Island Areas: Commonwealth of the Northern Mariana Islands Demographic and Housing Characteristics

This product will include some of the demographic and housing tables previously included in the 2010 Census Summary File 1 (SF1). It will include topics such as age, sex, race, Hispanic or Latino origin, household type, family type, relationship to householder, group quarters population, housing occupancy and housing tenure. Some tables will be iterated by race and ethnicity.

Tags: census
Organization: Department of Commerce
Decennial Census of Island Areas: Guam Demographic and Housing Characteristics

This product will include some of the demographic and housing tables previously included in the 2010 Census Summary File 1 (SF1). It will include topics such as age, sex, race, Hispanic or Latino origin, household type, family type, relationship to householder, group quarters population, housing occupancy and housing tenure. Some tables will be iterated by race and ethnicity.

Tags: census
Organization: Department of Commerce
2020 Commonwealth of the Northern Mariana Islands Demographic Profile

The U.S. Census Bureau conducts the Island Areas Censuses in partnership with the governments of American Samoa, the Commonwealth of the Northern Mariana Islands, Guam, and the U.S. Virgin Islands to comply with the legal requirements set forth in Title 13 of the United States Code and to meet the specific data needs of the Island Areas. The 2020 Island Areas Censuses counted people living in the U.S. Island Areas using a long-form questionnaire to meet the Island Areas' data needs for demographic, social, economic, and housing unit information. This long-form questionnaire was similar to the American Community Survey questionnaire used in the 50 states, the District of Columbia, and Puerto Rico. With the release of the 2020 IAC Demographic Profile, the Census Bureau provides summary statistics for the Island Areas, including selected demographic and housing characteristics for places and minor civil divisions (MCDs).

Tags: census
Organization: Department of Commerce
Decennial Census of Island Areas: American Samoa Demographic and Housing Characteristics

This product will include some of the demographic and housing tables previously included in the 2010 Census Summary File 1 (SF1). It will include topics such as age, sex, race, Hispanic or Latino origin, household type, family type, relationship to householder, group quarters population, housing occupancy and housing tenure. Some tables will be iterated by race and ethnicity.

Tags: census
Organization: Department of Commerce