AndreaBozzo/ceres-open-data-index huggingface dataset:
Census of Fatal Occupational Injuries (CFOI)

The Bureau of Labor Statistics (BLS) Census of Fatal Occupational Injuries (CFOI) produces comprehensive, accurate, and timely counts of fatal work injuries. CFOI is a Federal-State cooperative program that has been implemented in all 50 States and the District of Columbia since 1992. To compile counts that are as complete as possible, the census uses multiple sources to identify, verify, and profile fatal worker injuries. Information about each workplace fatal injury—occupation and other worker characteristics, equipment involved, and circumstances of the event—is obtained by cross-referencing the source records, such as death certificates, workers' compensation reports, and Federal and State agency administrative reports. To ensure that fatal injuries are work-related, cases are substantiated with two or more independent source documents, or a source document and a follow-up questionnaire. Data compiled by the CFOI program are issued annually for the preceding calendar year.

More information and details about the data provided can be found at https://www.bls.gov/iif/oshfat1.htm

Tags: causes-of-death, death, fatalities, health, industry, occupational-injuries, safety
Organization: U.S. Department of Labor Bureau of Labor Statistics
Survey of Occupational Injuries and Illnesses (SOII)

The Survey of Occupational Injuries and Illnesses (SOII) is a Federal/State cooperative program that publishes estimates on nonfatal occupational injuries and illnesses. Each year, approximately 200,000 employers report for establishments in private industry and the public sector (state and local government). In-scope cases include work-related injuries or illnesses to workers who require medical care beyond first aid. See the Occupational Safety and Health Administration (OSHA) for the entire recordkeeping guidelines. The SOII excludes all work–related fatalities as well as nonfatal work injuries and illnesses to the self–employed; to workers on farms with 10 or fewer employees; to private household workers; to volunteers; and to federal government workers. More information and details about the data provided can be found at https://www.bls.gov/iif/soii-overview.htm

Tags: causes-of-injuries, health, illnesses, industry, injuries, occupation, safety
Organization: U.S. Department of Labor Bureau of Labor Statistics
Industry Productivity Costs

The Industry Productivity program produces annual measures of output per hour, unit labor costs, and related series for a select group of U.S. industries.
Indexes and annual percent changes are available by industry for labor productivity (output per hour), output per person, real output, the implicit price deflator for output, labor hours, employment, labor compensation, and unit labor costs. Level data underlying the productivity and cost measures - including nominal value of production, labor compensation, total annual hours, and total annual employment - also are available.

For more information and data visit: https://www.bls.gov/lpc/

Tags: compensation, hours-of-work, industry-productivity, pay, productivity, unit-labor-cost
Organization: U.S. Department of Labor Bureau of Labor Statistics
Import/Export Price Indices

The International Price Program (IPP) produces Import/Export Price Indexes (MXP) containing data on changes in the prices of nonmilitary goods and services traded between the U.S. and the rest of the world.

For more information and data visit: https://www.bls.gov/mxp/

Tags: export, export-price-indexes, import, import-price-indices, inflation, international, international-prices
Organization: U.S. Department of Labor Bureau of Labor Statistics
Green Goods and Services

The Green Goods and Services (GGS) program provides national and State estimates of GGS employment levels and rates by North American Industrial Classification System (NAICS) industry code and ownership. GGS employment is employment associated with producing green goods or providing green services. GGS employment level and rate estimates are also published at the State level for private, local government, State government, and federal government ownerships at the NAICS industry sector level.
GGS was eliminated in 2013 as part of sequestration. 

For more information visit: https://www.bls.gov/ggs/

Tags: employment, green, state
Organization: U.S. Department of Labor Bureau of Labor Statistics
International Labor Comparisons (ILC)

The International Labor Comparisons (ILC) program provides international comparisons of hourly compensation costs; productivity and unit labor costs; labor force, employment and consumer prices. The comparisons relate primarily to the major industrial countries, but other countries are included in certain measures. The ILC program adjusts data to a common conceptual framework because direct comparisons of national statistics across countries can be misleading due to differing concepts and methods. ILC data are used to assess U.S. economic and labor market performance relative to that of other countries and to evaluate the competitive position of the United States in increasingly global markets. 

The ILC program was eliminated in 2013 under sequestration. For more information and data visit: https://www.bls.gov/ilc/

Tags: foreign-labor-statistics, international-compensation-costs, international-consumer-price-indexes, international-gdp, international-labor-force, international-productivity, international-statistics
Organization: U.S. Department of Labor Bureau of Labor Statistics
Employer Cost for Employee Compensation

The Employer Costs for Employee Compensation (ECEC) is a measure of the cost of labor. The compensation series includes wages and salaries plus employer costs for individual employee benefits. Employee benefit costs are calculated as cents-per-hour-worked for individual benefits ranging from employer payments for Social Security to paid time off for holidays. The survey covers all occupations in the civilian economy, which includes the total private economy (excluding farms and households), and the public sector (excluding the Federal government). Statistics are published for the private and public sectors separately, and the data are combined in a measure for the civilian economy.

For information and data, visit: https://www.bls.gov/ncs/ect/

Tags: benefits, compensation, earnings, employment-cost-index, health-insurance, pay, wages
Organization: U.S. Department of Labor Bureau of Labor Statistics
Employment Cost Index

The Employment Cost Index (ECI) component of the National Compensation Survey (NCS) that measures changes in labor costs. The ECI is a quarterly measure of the change in the cost of labor, free from the influence of employment shifts among occupations and industries. The compensation series includes changes in wages and salaries plus employer costs for employee benefits. The wage and salary series and benefit series provide the change for the two components of compensation. Employee benefit costs are calculated as cost-per-hour-worked for 21 benefits, ranging from employer payments for Social Security to paid time off for holidays.

For information and data please visit: https://www.bls.gov/ncs/

Tags: eci, employment-cost, employment-cost-index, labor-cost
Organization: U.S. Department of Labor Bureau of Labor Statistics
Current Population Survey - Marital and Family Labor Force Statistics

The marital and family labor force statistics (FM) database from the Current Population Survey reflects data published each year in the news release, 
Employment Characteristics of Families. At the present time, only data for persons are available in the FM database. Person data include employment status by marital status and presence and age of own children. For example, the FM database includes the labor force participation rate of mothers with children under age 6 (series FMUP1378865).

Tags: demographic, earnings, employment, family, hours-of-work, marital, unemployment, union
Organization: U.S. Department of Labor Bureau of Labor Statistics
Employee Benefits Survey

National Compensation Survey - Benefits produces comprehensive data on the incidence (the percentage of workers with access to and participation in employer provided benefit plans) and provisions of selected employee benefit plans. The Employee Benefits Survey (EBS) is an annual survey of the incidence and provisions of selected benefits provided by employers. The data are presented as a percentage of employees who participate in a certain benefit, or as an average benefit provision (for example, the average number of paid holidays provided to employees per year). The survey covers paid leave benefits such as holidays and vacations, and person, funeral, jury duty, military, parental, and sick leave; sickness and accident, long-term disability, and life insurance; medical, dental, and vision care plans; defined benefit pension and defined contribution plans; flexible benefits plans; reimbursement accounts; and unpaid parental leave. Also, data are tabulated on the incidence of several other benefits, such as severance pay, child-care assistance, wellness programs, and employee assistance programs.

For more information and data visit: https://www.bls.gov/ebs/

Tags: benefits, compensation, disability-benefits, earnings, health-insurance, pay, wages
Organization: U.S. Department of Labor Bureau of Labor Statistics
Current Employment Statistics - Employment, Hours, and Earnings - State and Metro Area

The Current Employment Statistics (CES) program produces detailed industry estimates of employment, hours, and earnings of workers on nonfarm payrolls. CES State and Metro Area produces data for all 50 States, the District of Columbia, Puerto Rico, the Virgin Islands, and about 450 metropolitan areas and divisions. Each month, CES surveys approximately 142,000 businesses and government agencies, representing 689,000 individual worksites.

For more information and data, visit: https://www.bls.gov/sae/

Tags: earnings, employment, hours, industry, pay
Organization: U.S. Department of Labor Bureau of Labor Statistics
Current Population Survey (CPS) - Weekly and Hourly Earnings

The Current Population Survey (CPS) is a monthly survey of households conducted by the Bureau of Census for the Bureau of Labor Statistics. The earnings data are collected from one-fourth of the CPS total sample of approximately 60,000 households. Data measures usual hourly and weekly earnings of wage and salary workers. All self-employed persons are excluded, regardless of whether their businesses are incorporated. Data represent earnings before taxes and other deductions and include any overtime pay, commissions, or tips usually received. Earnings data are available for all workers, by age, race, Hispanic or Latino ethnicity, sex, occupation, usual full- or part-time status, educational attainment, and other characteristics. Data are published quarterly. 

More information and details about the data provided can be found at http://www.bls.gov/cps/earnings.htm

Tags: earnings, earnings-by-demographics, hours-at-work, marital, union
Organization: U.S. Department of Labor Bureau of Labor Statistics
Consumer Price Index (CPI)

The Consumer Price Index (CPI) is a measure of the average change over time in the prices paid by urban consumers for a market basket of consumer goods and services. Indexes are available for the U.S. and various geographic areas. Average price data for select utility, automotive fuel, and food items are also available. Prices for the goods and services used to calculate the CPI are collected in 75 urban areas throughout the country and from about 23,000 retail and service establishments. Data on rents are collected from about 43,000 landlords or tenants.

More information and details about the data provided can be found at http://www.bls.gov/cpi

Tags: consumer-prices, cpi, cpi-index, inflation
Organization: U.S. Department of Labor Bureau of Labor Statistics
Business Employment Dynamics

The Business Employment Dynamics (BED) is a set of statistics generated from the Quarterly Census of Employment and Wages (QCEW) program. These quarterly data series consist of gross job gains and gross job losses statistics from 1992 forward. These data help to provide a picture of the dynamic state of the labor market.

For more information and data visit: https://www.bls.gov/bed/

Tags: employment, gross-job-gains, gross-job-losses, pay, state, unemployment-insurance, wages
Organization: U.S. Department of Labor Bureau of Labor Statistics
Consumer Expenditure Survey

The Consumer Expenditure Surveys (CE) program provides data on expenditures, income, and demographic characteristics of consumers in the United States. The CE program provides these data in tables, LABSTAT database, news releases, reports, and public use microdata files.

CE data are collected by the Census Bureau for BLS in two surveys, the Interview Survey for major and/or recurring items and the Diary Survey for more minor or frequently purchased items. CE data are primarily used to revise the relative importance of goods and services in the market basket of the Consumer Price Index. The CE is the only Federal household survey to provide information on the complete range of consumers' expenditures and incomes.

For more information and data, visit: https://www.bls.gov/cex/

Tags: buying, expenditure, family, income, pay, spending
Organization: U.S. Department of Labor Bureau of Labor Statistics
American Time Use Survey

The American Time Use Survey (ATUS) provides nationally representative estimates of how, where, and with whom Americans spend their time, and is the only federal survey providing data on the full range of nonmarket activities, from childcare to volunteering.

For more information visit https://www.bls.gov/tus/

Tags: child-care, elder-care, time-use, volunteering
Organization: U.S. Department of Labor Bureau of Labor Statistics
Experimental verification of principal losses in a regulatory particulate matter emissions sampling system for aircraft turbine engines

Experimental verification of principal losses in a regulatory particulate matter emissions sampling system for aircraft turbine engines. Citation information for this dataset can be found in the EDG's Metadata Reference Information section and Data.gov's References section.

Tags: aircraft-engine-emissions, aircraft-turbine-engines, black-carbon-aerosol, particle-transport-losses
Organization: U.S. Environmental Protection Agency
Projecting the Suicide Burden of Climate Change in the United States

Relevant datasets for "Projecting the Suicide Burden of Climate Change in the United States" (Belova et al.). Citation information for this dataset can be found in the EDG's Metadata Reference Information section and Data.gov's References section.

Tags: climate-change, climate-change-impacts, health-impact-functions, mental-health
Organization: U.S. Environmental Protection Agency
Quantitative Functional Group Compositions of Household Fuel Burn Emissions using FTIR spectra, gravimetric PM2.5 mass, TOT OC-EC, and GC-MS PAH data set

For the manuscript titled "Quantitative Functional Group Compositions of Household Fuel Burn Emissions using FTIR" by Li et al., EPA measured gravimetric PM2.5 mass, TOT OC-EC measurements, and GC-MS PAH measurements. Predictive models and predictions built from EPA data were performed at the Swiss Federal Institute of Technology Lausanne (EPFL).

Tags: cookstove, ftir, oc-ec, particle-matter
Organization: U.S. Environmental Protection Agency
Swiss Needle Cast Foliage Retention Metrics for Coastal Oregon

Nothophaeocryptopus gaeumannii is a common native, endophytic fungus of Douglas-fir foliage, which causes Swiss needle cast, an important foliage disease that is considered a threat to Douglas-fir plantations in Oregon. Disease expression is influenced by fungal fruiting bodies (pseudothecia), which plug the stomata and inhibit gas exchange.  We measured foliar retention and the density of pseudothecia occluding stomates across 2- to 5-year-old needles from upper, middle and lower canopy positions of mature trees at three sites in the Oregon Coast Range and two sites in the western Oregon Cascade Mountains. 

This dataset is associated with the following publication:
Shaw, D.C., G. Ritóková, Y.  Lan, D.B.  Mainwaring, A. Russo, R. Comeleo, S. Navarro, D. Norlander, and B. Smith. Persistence of the Swiss Needle Cast Outbreak in Oregon Coastal Douglas-fir, and New Insights from Research and Monitoring.   JOURNAL OF FORESTRY. Society of American Foresters, Bethesda, MD, USA, 119(4): 407-421, (2021).

Tags: climate-change, dendrochronology, douglas-fir, pacific-decadal-oscillation, pacific-northwest, swiss-needle-cast
Organization: U.S. Environmental Protection Agency
Difficult vs Easy SciHUB 3-6-21.xlsx

The data set describes each sample number and the designation of the child's asthma as either difficult or easy to treat.  Then the results of the Environmental Relative Moldiness Index (ERMI)analysis is then provided for each sample.  Next the components of the ERMI (Group 1, Group 2 and ERMI values are statistically compared. Then the concentrations of each of the 36 ERMI molds are statistically compared.  Finally, the occurrence of a window air-conditioner in each of the homes is shown for homes of children with difficult- or easy-to treat-asthma is provided. 

This dataset is associated with the following publication:
Vesper, S., L. Wymer, J. Kroner, J.A. Pongracic, E.M. Zoratti, F.F. Little, R.A. Wood, C.M. Kercsmar, R.S. Gruchalla, M.A. Gill, M. Kattan, S.J. Teach, S. Patel, C.C. Johnson, L.B. Bacharier, J.E. Gern, D.J. Jackson, S.M. Sigelman, A. Togias, A.H. Liu, W.W. Busse, and G.K. Khurana Hershey. Association of Mold Levels in Urban Children’s Homes with Difficult-to-Control Asthma.   JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY. Journal of Allergy Clinical Immunology,    149(4): 1481-1485, (2022).

Tags: air-conditioner, children, difficult-to-treat-asthma, ermi, group-1, group-2, mold, mucor
Organization: U.S. Environmental Protection Agency
LMR_spatial_temporal_analysis_data

This file includes the following data for 25 stream sites in the Little Miami River watershed: diatom operational taxonomic units with their numbers and relative abundances of rbcL gene sequence reads, watershed land cover, and nutrient concentration and conductivity data. 

This dataset is associated with the following publication:
Yuan, L., N. Smucker, C. Nietch, and E. Pilgrim. Quantifying spatial and temporal relationships between diatoms and nutrients in streams strengthens evidence of nutrient effects from monitoring data.   Freshwater Science. The Society for Freshwater Science, Springfield, IL,  41(1): 100-112, (2022).

Tags: algae, causal-assessment, diatoms, metabarcoding, nitrogen, nutrients, phosphorus, rbcl, streams, watersheds
Organization: U.S. Environmental Protection Agency
National Rivers and Streams Data Set

EPA data is publicly available via the EPA/NARS/NRSA website. (https://www.epa.gov/national-aquatic-resource-surveys/nrsa). The non-EPA data benthic macroinvertebrate data used belonged to the New Mexico Environment Department (NMED) and is described in the QAPP. The non-EPA fish data belonged to the NMED, the Museum of Southwestern Biology, the U.S. Fish and Wildlife Service. All this data was analyzed by Tetra Tech Inc. by contarct of EPA Region 6. Portions of this dataset are inaccessible because: Data belongs to the New Mexico Environment Department (NMED) and the  Museum of Southwestern Biology, the US Fish and Wildlife Service. They can be accessed through the following means: The data that support the findings of this study are available from the corresponding author upon reasonable request.

Correspondence:
Robert M. Hughes, Department of Fisheries, Wildlife, & Conservation Sciences, Amnis Opes Institute; Oregon State University, Corvallis, OR, USA.
Email: hughes.bob@amnisopes.com. Format: The non-EPA data benthic macroinvertebrate data used belonged to the New Mexico Environment Department (NMED) and is described in the QAPP. The non-EPA fish data belonged to the NMED, the Museum of Southwestern Biology, the U.S. Fish and Wildlife Service. 

This dataset is associated with the following publication:
Hughes, R.M., M. Zeigler, S. Stringer, G. Linam, J. Flotemersch, B. Jessup, S. Joseph, G. Jacobi, L. Guevara, R. Cook, P. Bradley, and K. Barrios. Biological assessment of western USA sandy bottom rivers based on modeling historical and current fish and macroinvertebrate data.   River Research and Applications. John Wiley & Sons Incorporated, New York, NY, USA, 38(4): 639-656, (2022).

Tags: bioassessment, biological-condition-gradient, flow-regime-alteration, rio-grande
Organization: U.S. Environmental Protection Agency
Historical Medallion Drivers – Passenger Assistance Trained 2018

This list contains information on the status of current medallion drivers who had completed Passenger Assistance Training. This list is accurate to the date and time represented in the Last Date Updated and Last Time Updated fields. To view the latest list please visit https://data.cityofnewyork.us/Transportation/Medallion-Drivers-Passenger-Assistance-Trained/td5q-ry6d/

Organization: City of New York
NYC Truck Routes (Historical)

New York City has over 1,000 miles of truck routes. These data sets contain the centerlines of through and local truck routes, and were created from LION, the City's base map of streets.
Note: This is historical data, for the most up to date New York City Truck Routes data, please visit: https://data.cityofnewyork.us/Transportation/New-York-City-Truck-Routes/jjja-shxy

Organization: City of New York
NYCDCP Manhattan Bike Counts - On Street Weekday

The Transportation Division of the New York City Department of City Planning (NYCDCP) has performed annual bike counts in Manhattan since 1999. The counts have been conducted along designated bicycle routes at 10 on-street and 5 off-street locations during the fall season. These locations have remained generally consistent. The data collected includes cyclist/user volumes, helmet usage, use of bike lane, gender, etc. The bike counts data can offer insights into the overall trends in user demographics and travel patterns over time.

All previously released versions of this data are available at <a href="https://www1.nyc.gov/site/planning/data-maps/open-data/bytes-archive.page?sorts[year]=0">BYTES of the BIG APPLE- Archive</a>

Organization: City of New York
Vision Zero Base Report

The Vision Zero Base Reports are collections of facts and statistics about individual TLC-regulated for-hire vehicle (FHV) businesses produced to help passengers identify businesses with the best safety records and support the for-hire industry’s efforts to achieve the highest levels of safety and service. Find definitions for the metrics used and more information on the reports here - http://www.nyc.gov/html/tlc/html/industry/vision_zero_base_reports.shtml

Organization: City of New York
DOF: Open Balance Summary (Replaced by Property Charges Summary)

Property tax balance and payment information for all active properties by period.</br>
<b><em>This dataset will remain as a historical record. More current and more detailed data can now be found here: <a href ="https://data.cityofnewyork.us/City-Government/DOF-Property-Charges-Balance/scjx-j6np">https://data.cityofnewyork.us/City-Government/DOF-Property-Charges-Balance/scjx-j6np</a> </em></b>

Organization: City of New York