AndreaBozzo/ceres-open-data-index huggingface dataset:
2013-14 Discipline Estimations by Discipline Type

This set of Excel files contains data for all states, presented by discipline type. For each discipline type, there 
                are nine spreadsheets: male students with disabilities, female students with disabilities, total students with disabilities, 
                male students without disabilities, female students without disabilities, total students without disabilities, male students 
                with and without disabilities, female students with and without disabilities, and total students with and without disabilities

Tags: ocr
Organization: Department of Education
Decennial Census: 118th Congressional District Summary File

The Congressional District Summary File (118th Congress) (CD118) contains the data compiled from the questions asked of all people and about every housing unit in the 2020 Census. This product retabulates selected summary levels from the Demographic and Housing Characteristics File (DHC) for the 118th Congress and 2022 state legislative districts. Population items include age, sex, race, Hispanic or Latino origin, household type, family type, relationship to householder, group quarters population, housing occupancy and housing tenure (whether a housing unit is owner-occupied or renter-occupied).

Tags: census
Organization: Department of Commerce
Vintage 2013 Population Estimates: County Total Population and Components of Change

Annual Resident Population Estimates, Estimated Components of Resident Population Change, and Rates of the Components of Resident Population Change for States and Counties: April 1, 2010 to July 1, 2013 // File: 7/1/2013 County Population Estimates // Source: U.S. Census Bureau, Population Division // Release Date: March 2014 // Note: Total population change includes a residual. This residual represents the change in population that cannot be attributed to any specific demographic component. See Population Estimates Terms and Definitions at http://www.census.gov/popest/about/terms.html. // Net international migration in the United States includes the international migration of both native and foreign-born populations. Specifically, it includes: (a) the net international migration of the foreign born, (b) the net migration between the United States and Puerto Rico, (c) the net migration of natives to and from the United States, and (d) the net movement of the Armed Forces population between the United States and overseas. // The estimates are based on the 2010 Census and reflect changes to the April 1, 2010 population due to the Count Question Resolution program and geographic program revisions. See Geographic Terms and Definitions at http://www.census.gov/popest/about/geo/terms.html for a list of the states that are included in each region and division. All geographic boundaries for these population estimates are as of January 1, 2013. // For detailed information about the methods used to create the population estimates, see http://www.census.gov/popest/methodology/index.html. // Each year, the Census Bureau's Population Estimates Program (PEP) utilizes current data on births, deaths, and migration to calculate population change since the most recent decennial census, and produces a time series of estimates of population. The annual time series of estimates begins with the most recent decennial census data and extends to the vintage year. The vintage year (e.g., V2013) refers to the final year of the time series. The reference date for all estimates is July 1, unless otherwise specified. With each new issue of estimates, the Census Bureau revises estimates for years back to the last census. As each vintage of estimates includes all years since the most recent decennial census, the latest vintage of data available supersedes all previously produced estimates for those dates. The Population Estimates Program provides additional information including historical and intercensal estimates, evaluation estimates, demographic analysis, and research papers on its website: http://www.census.gov/popest/index.html.

Tags: census
Organization: Department of Commerce
Science Hub for Stoner et al. 2021_V1

This dataset details the types of pollen collected by honey bees located on the grounds of two ornamental plant nurseries in Connecticut. 

This dataset is associated with the following publication:
Stoner, K., A. Nurse, R. Richardson, R. Koethe, and D. Lehmann. Where Does Honey Bee (Apis mellifera L.) Pollen Come from? A Study of Pollen Collected from Colonies at Ornamental Plant Nurseries.   Insects. MDPI, Basel,  SWITZERLAND, 13(8): 744, (2022).

Tags: apis, honey-bee, pollinator
Organization: U.S. Environmental Protection Agency
Characterizing surface water concentrations of hundreds of organic chemicals in United States for environmental risk prioritization

The initial analysis set was downloaded from https://www.waterqualitydata.us/ using queries described in the file load_water_data.py, hosted at https://github.com/USEPA/EcoSEEM-Consensus-Model-for-Chemicals-in-Surface-Water/tree/master/observation_data. The representative concentration ranges and bioactivity:exposure ratio results are available at the same GitHub repo in the file all_chem_res.csv. 

This dataset is associated with the following publication:
Sayre, R., R. Setzer, M. Serre, and J. Wambaugh. Characterizing surface water concentrations of hundreds of organic chemicals in United States for environmental risk prioritization.   Journal of Exposure Science and Environmental Epidemiology. Nature Publishing Group, London,  UK, 33: 610-619, (2023).

Tags: chemicals, environmental-statistics, expocast, exposure, water
Organization: U.S. Environmental Protection Agency
Mar 2019 Current Population Survey: Annual Social and Economic (March) 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
Vintage 2013 Population Estimates: Puerto Rico Municipios Estimates by 5-Year Age Groups and Sex

Annual Estimates of the Resident Population by Five-Year Age Groups and Sex for the Municipios of Puerto Rico: April 1, 2010 to July 1, 2013 // File: 7/1/2013 Puerto Rico Municipio Population Estimates // Source: U.S. Census Bureau, Population Division // Release Date: June 2014 // Note: The estimates are based on the 2010 Census and reflect changes to the April 1, 2010 population due to the Count Question Resolution program and geographic program revisions. // For detailed information about the methods used to create the population estimates, see http://www.census.gov/popest/methodology/index.html. // Each year, the Census Bureau's Population Estimates Program (PEP) utilizes current data on births, deaths, and migration to calculate population change since the most recent decennial census, and produces a time series of estimates of population. The annual time series of estimates begins with the most recent decennial census data and extends to the vintage year. The vintage year (e.g., V2013) refers to the final year of the time series. The reference date for all estimates is July 1, unless otherwise specified. With each new issue of estimates, the Census Bureau revises estimates for years back to the last census. As each vintage of estimates includes all years since the most recent decennial census, the latest vintage of data available supersedes all previously produced estimates for those dates. The Population Estimates Program provides additional information including historical and intercensal estimates, evaluation estimates, demographic analysis, and research papers on its website: http://www.census.gov/popest/index.html

Tags: census
Organization: Department of Commerce
2012 National Population Projections: Projected Net International Migration by Single Year of age

Projected Net International Migration by Single Year of Age, Sex, Race, and Hispanic Origin for the United States: 2012 to 2060  File: 2012 National Population Projections  Source: U.S. Census Bureau, Population Division Release Date: December 2012  NOTE:  Hispanic origin is considered an ethnicity, not a race. Hispanics may be of any race.   The projections generally do not precisely agree with population estimates available elsewhere on the Census Bureau website for methodological reasons. Where both estimates and projections are available for a given time reference, we recommend that you use the population estimates as the measure of the current population.   For detailed information about the methods used to create the population projections, see  http://www.census.gov/population/projections/methodology/.  ***  The U.S. Census Bureau periodically produces projections of the United States resident population by age, sex, race, and Hispanic origin. Population projections are estimates of the population for future dates. They are typically based on an estimated population consistent with the most recent decennial census and are produced using the cohort-component method. Projections illustrate possible courses of population change based on assumptions about future births, deaths, net international migration, and domestic migration. In some cases, several series of projections are produced based on alternative assumptions for future fertility, life expectancy, net international migration, and (for state-level projections) state-to-state or domestic migration.  Additional information is available on the Population Projections website: http://www.census.gov/population/projections/.

Tags: census
Organization: Department of Commerce
All sectors: Core Business Statistics Series: Comparative Statistics for the U.S. and the States (2007 NAICS Basis): 2012 and 2007

This dataset presents statistics on: the number of establishments; sales, value of shipments, or revenue; annual payroll; and number of employees at the 2-6 digit NAICS levels for the current and previous economic censuses for the U.S., states, and offshore areas (Mining sector only). Includes only establishments of firms with paid employees.

Tags: census
Organization: Department of Commerce
1988 County Business Patterns: Business Patterns

County Business Patterns (CBP) is an annual series that provides economic data by industry at the U.S., State, County and Metropolitan Area levels. This series includes the number of establishments, employment during the week of March 12, first quarter payroll, and annual payroll. CBP provides statistics for businesses with paid employees for the U.S., Puerto Rico, and the Island Areas. Census Bureau staff identified a processing error that affects selected data from the 2014 County Business Patterns (CBP). As a result, we suppressed 2014 employment and payroll totals in the Health Care and Social Assistance sector (Sector 62) for the following geographies: U.S.; Michigan; Battle Creek, MI metro area; Calhoun County, MI; and the 3rd congressional district of Michigan. This processing error did not affect other sectors. While suppressed values can be derived by subtraction, we do not recommend using the derived values in any analyses.  The Census Bureau plans to release revised statistics at a later date.

Tags: census
Organization: Department of Commerce
State IO Two-Region Economic Input-Output Models for 50 U.S. States 2012-2017

These are economic models in Make and Use formats with variations of one and two-region versions where the one region is just a U.S. state of interest (SoI) and the two-region version include both the SoI and Rest of the U.S. (RoUS). Inudstry and Commodity output vectors are also provided. Models are available representing annual totals for each year for each state from 2012 to 2017. Variations for "Domestic" forms of models are available. See the associated publication, also available without fees in PubMed, for details. These models were created with stateior v0.1.0 (https://github.com/USEPA/stateior/releases/tag/0.1.0). and can be used in that R software.  See https://github.com/USEPA/stateior/tree/0.1.0 for usage details. The provided data link reveals many R Data Format (.RDS) files that can be read into R, along with metadata files in JSON format that provide information on provenance of the data. File names corresponded with the definitions in the associated data dictionary (for two-region files) and the associated supporting link (for one-region files). Other files are precursors to the one and two-region models with data that are used in the model building process and can be read into R.   All model files corresponding to the associated publication have the the text "0.1.0" in the filename, for example "Census_StateExport_2013_0.1.0.rds". Each file contains all states for the year in the file name with a year is included. 

This dataset is associated with the following publication:
Li, M., J. Ferreira, C.D. Court, D. Meyer, M. Li, and W.W. Ingwersen. StateIO - Open Source Economic Input-Output Models for the 50 States of the United States of America.   International Regional Science Review. SAGE Publications, THOUSAND OAKS, CA, USA, 46(4): 428-481, (2023).

Tags: input-output, interstate-trade, regional-science, state-economic-model, state-gdp, state-industry-output
Organization: U.S. Environmental Protection Agency
Mar 1993 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
Oct 1990 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
Annual Economic Surveys: Nonemployer Statistics

Nonemployer Statistics is an annual series that provides subnational economic data for businesses that have no paid employees and are subject to federal income tax, and have receipts of $1,000 or more ($1 or more for the Construction sector). The data consist of the number of businesses and total receipts by industry. Data are published by legal form of organization (U.S. and state only) and receipts-size class of establishments (U.S. level only).

Tags: census
Organization: Department of Commerce
sptotal R package data

The data are just illustrative tools to help users understand how the sptotal R package works. As a result, those interested in sptotal, which may include EPA and the general public, may be interested in the data. 

This dataset is associated with the following publication:
Higham, M., J. Ver Hoef, B. Frank, and M. Dumelle. sptotal: an R package for predicting totals and weighted sums from spatial data.   Journal of Open Source Software. Journal of Open Source Software,    8(85): 05363, (2023).

Tags: correlation, finite-population-block-kriging, prediction, spatial-model, statistics
Organization: U.S. Environmental Protection Agency
Human alterations of the global floodplains 1965-2019

We developed the first publicly available spatially explicit estimates of the human alterations along the global floodplains during the recent 27 years (1992-2019) at 250-m resolution. To maximize the reuse of our datasets and advance the open science of human floodplain alteration, we developed three web-based programming tools: (1) Floodplain Mapping Tool, (2) Land Use Change Tool, and (3) Human Alteration Tool supported with tutorials and step-by-step audiovisual instructions. Our data reveal a significant loss of natural floodplains worldwide with 460,000 km2 of new agricultural and 140,000 km2 of new developed areas between 1992 and 2019. This dataset offers critical new insights into how floodplains are being destroyed, which will help decision-makers to reinforce strategies to conserve and restore floodplain functions and habitat. This dataset is not publicly accessible because: EPA scientists provided context and commentary but did not do any of the analyses or handle any of the data. It can be accessed through the following means: The entire data record can be downloaded as a single zip file from this web link: http://www.hydroshare.org/resource/cdb5fd97e0644a14b22e58d05299f69b.

The global floodplain alteration dataset is derived entirely through ArcGIS 10.5 and ENVI 5.1 geospatial analysis platforms. To assist in reuse and application of the dataset, we developed additional Python codes aggregated as three web-based tools:  

Floodplain Mapping Tool: https://colab.research.google.com/drive/1xQlARZXKPexmDInYV-EMoJ-HZxmFL-eW?usp=sharing. 
Land Use Change Tool: https://colab.research.google.com/drive/1vmIaUCkL66CoTv4rNRIWpJXYXp4TlAKd?usp=sharing. 
Human Alteration Tool: https://colab.research.google.com/drive/1r2zNJNpd3aWSuDV2Kc792qSEjvDbFtBy?usp=share_link   

See Usage Notes section in the journal article for details. Format: The global floodplain alteration dataset is available through the HydroShare open geospatial data platform. Our data record also includes all corresponding input data, intermediate calculations, and supporting information. 

This dataset is associated with the following publication:
Rajib, A., Q. Zheng, C. Lane, H. Golden, J. Christensen, I. Isibor, and K. Johnson. Human alterations of the global floodplains 1992–2019.   Scientific Data. Springer Nature, New York, NY, USA, 10: 499, (2023).

Tags: climate-change, ecosystem-services, flooding, floodplains, human-alteration-tool
Organization: U.S. Environmental Protection Agency
Roll Hill SciHUB 1-30-23

“Honest Broker” accessed the Medicaid data for the Villages at Roll Hill at zip code 45225. A complete Ohio Medicaid data set was only available for the years 2013 through 2021. “Honest Broker” determined the diagnosis of asthma for 7-year-olds based on the International Classification of Diseases. Member cohort eligibility was based on continuous residence at zip code 45225 for 24 months, i.e., the cohort year and the previous year. 

This dataset is associated with the following publication:
Beck, A.F., L. Wymer, E. Pinzer, W. Friedman, P. Ashley, and S. Vesper. Reduced prevalence of childhood asthma after housing renovations in an under-resourced community.   Journal of Allergy and Clinical Immunology: Global. Elsevier B.V., Amsterdam,  NETHERLANDS, 2(4): 100143, (2023).

Tags: african-american, asthma, black, green-building, infants
Organization: U.S. Environmental Protection Agency
Commercial Equipment Manuscript Dataset 2022

Dataset of subject matter expert input and response to questions regarding commercial and municipal equipment survey and evaluation for use in large-scale biological incident response operations. 

This dataset is associated with the following publication:
Hayes, C., M. Calfee, and T. Boe. Demonstration and Evaluation of Commercial and Municipal Equipment for Urban Biological Decontamination.   Remediation Journal. John Wiley & Sons, Inc., Hoboken, NJ, USA, 33(3): 249-261, (2023).

Tags: bacillus-anthracis, biological-incident, decontamination, remediation
Organization: U.S. Environmental Protection Agency
National Criteria and Hazardous Air Pollutant Totals By Industry 2017 v2.0

This is an update of v1.1 of this dataset (https://doi.org/10.1038/s41597-022-01293-7). This dataset distinguishes air emissions with more context information (e.g. urban vs. rural; release height categories) using secondary context descriptions from the Federal LCA Commons Elementary Flow List, and building of a new point-source release dataset from StEWI (https://github.com/USEPA/standardizedinventories).  This dataset was generated with FLOWSA v2.0.0. using the flow-by-sector attribution model CAP_HAP_national_2017_m2. The link for that model specification file and more metadata can be found in the associated metadata.json file. 

Tags: criteria-air-pollutant-emissions, flowsa, hazardous-air-pollutant-emissions
Organization: U.S. Environmental Protection Agency
Environmental Facility Explorer

Data warehouse that links other environmental databases by facility site.  Use it to explore environmental information collected by Iowa DNR to answer questions such as:
1.  Has DNR had any current or past dealings with a piece of property?
2.  What environmental permits are held by an industrial facility?
3.  Where are the potential sources of contamination in my watershed?
4.  Have there been any violations of any permits at a facility?

Tags: air, animal-feeding, chemical-storage, solid-waste, spills, storm-water, wastewater, water
Organization: State of Iowa
Request for Designation as an Eligible Institution and Waiver of the Non-Federal Cost Share Requirement

This is the application for designation as an eligible institution for Title III Parts A and F, and Title V Programs.

Tags: aanapisi, alaska-natives, annh, c1e7a143-9bfc-4eeb-8df8-720605a12e1a, competitive, core-expenses, eligibility, fte, grantee, grants, hbcu, hbcu-masters, hbgi, hea, higher-education, higher-education-act, hsi, hsi-stem, institution-of-higher-education, low-income, mandatory, minority, minority-groups, mseip, nasnti, national, needy-student, nhsi, ope, part-a, part-b, part-f, pbi, postsecondary-education, ppoha, sip, state, tccu, tcu, title-iii, title-v, title-vii, tribally-controlled-education, united-states
Organization: Department of Education