AndreaBozzo/ceres-open-data-index huggingface dataset:
Best Starts for Kids Funding Award Database

Best Starts for Kids provides funding to community organizations, non-profits, schools and school districts, tribes and tribal organizations, and public or governmental agencies serving communities in King County. We consider our funding recipients as partners working together to achieve health and well-being for children, youth, families and communities. See where we're investing.

Tags: best-starts-for-kids, community-and-human-services, public-health, social-services
Organization: King County, Washington
Open Budget - Appropriations Fiscal Years 2010 - 2025

This dataset includes only those expenditures paid for by city revenue, also known as the General City Budget. The three proprietary departments (Port of LA, Department of Water and Power, Los Angeles World Airports) and non-budgetary departments (Library, Recreation and Parks, City Employee's Retirement Fund) operate at least partly from independent revenue sources. See the open budget websites for more information. 
http://cao.lacity.org/budget/
http://openbudget.lacity.org/

Fiscal years 2010 - 2013 have aggregate budgets per department. 2014 - present display line item appropriations.

Tags: appropriations, budget, fiscal-year
Organization: City of Los Angeles
City of Tempe 2019 Business Survey Report

ABOUT THE CITY OF TEMPE BUSINESS SURVEY REPORTS DATASET<p style='margin-top: 0px; margin-bottom: 10px; color: rgb(68, 72, 73); font-family: Arial, Helvetica, Arial, Verdana, sans-serif; font-size: 14px;'>This data set includes the results from the Tempe Business Survey, conducted every other year, to gather input from businesses on what is highest in importance to businesses and to learn where businesses are the least and most satisfied.</p>PERFORMANCE MEASURES<p style='margin-top: 0px; margin-bottom: 10px; color: rgb(68, 72, 73); font-family: Arial, Helvetica, Arial, Verdana, sans-serif; font-size: 14px;'>Data collected in this survey applies directly to the following Performance Measures for the City of Tempe:</p><p style='margin-top: 0px; margin-bottom: 10px; color: rgb(68, 72, 73); font-family: Arial, Helvetica, Arial, Verdana, sans-serif; font-size: 14px;'><strong>5. Financial Stability and Vitality</strong></p><ul><li>5.01 Quality of Business Services</li></ul><div><em>The City of Tempe Business Survey was first conducted in 2017 and will occur every two years.</em><br /></div><div><br /></div><div><b>Additional Information</b><br /></div><div><b><br /></b></div><div><div>Source: Business Survey</div><div>Contact (author): Wydale Holmes</div><div>Contact E-Mail (author): wydale_holmes@tempe.gov</div><div>Contact (maintainer): Wydale Holmes</div><div>Contact E-Mail (maintainer): wydale_holmes@tempe.gov</div><div>Data Source Type: PDF</div><div>Preparation Method: The City contracts with a vendor to conduct the survey, analyze the data and prepare for publication.</div><div>Publish Frequency: Every other year</div><div>Publish Method: Manual, .pdf</div></div>

Tags: business-survey, economic
Organization: City of Tempe
City of Tempe 2023 Business Survey Report

ABOUT THE CITY OF TEMPE BUSINESS SURVEY REPORTS DATASET<p style='margin-top:0px; margin-bottom:10px; color:rgb(68, 72, 73); font-family:Arial, Helvetica, Arial, Verdana, sans-serif; font-size:14px;'>This data set includes the results from the Tempe Business Survey, conducted every other year, to gather input from businesses on what is highest in importance to businesses and to learn where businesses are the least and most satisfied.</p>PERFORMANCE MEASURES<p style='margin-top:0px; margin-bottom:10px; color:rgb(68, 72, 73); font-family:Arial, Helvetica, Arial, Verdana, sans-serif; font-size:14px;'>Data collected in this survey applies directly to the following Performance Measures for the City of Tempe:</p><p style='margin-top:0px; margin-bottom:10px; color:rgb(68, 72, 73); font-family:Arial, Helvetica, Arial, Verdana, sans-serif; font-size:14px;'><strong>5. Financial Stability and Vitality</strong></p><ul><li>5.01 Quality of Business Services</li></ul><div><em>The City of Tempe Business Survey was first conducted in 2017 and will occur every two years.</em><br /></div><div><br /></div><div><b>Additional Information</b><br /></div><div><b><br /></b></div><div><div>Source: Business Survey</div><div>Contact (author): Wydale Holmes</div><div>Contact E-Mail (author): wydale_holmes@tempe.gov</div><div>Contact (maintainer): Wydale Holmes</div><div>Contact E-Mail (maintainer): wydale_holmes@tempe.gov</div><div>Data Source Type: PDF</div><div>Preparation Method: The City contracts with a vendor to conduct the survey, analyze the data and prepare for publication.</div><div>Publish Frequency: Every other year</div><div>Publish Method: Manual, .pdf</div></div>

Tags: business-survey, economic
Organization: City of Tempe
City of Tempe 2021 Business Survey Report

ABOUT THE CITY OF TEMPE BUSINESS SURVEY REPORTS DATASET<p style='margin-top:0px; margin-bottom:10px; color:rgb(68, 72, 73); font-family:Arial, Helvetica, Arial, Verdana, sans-serif; font-size:14px;'>This data set includes the results from the Tempe Business Survey, conducted every other year, to gather input from businesses on what is highest in importance to businesses and to learn where businesses are the least and most satisfied.</p>PERFORMANCE MEASURES<p style='margin-top:0px; margin-bottom:10px; color:rgb(68, 72, 73); font-family:Arial, Helvetica, Arial, Verdana, sans-serif; font-size:14px;'>Data collected in this survey applies directly to the following Performance Measures for the City of Tempe:</p><p style='margin-top:0px; margin-bottom:10px; color:rgb(68, 72, 73); font-family:Arial, Helvetica, Arial, Verdana, sans-serif; font-size:14px;'><strong>5. Financial Stability and Vitality</strong></p><ul><li>5.01 Quality of Business Services</li></ul><div><em>The City of Tempe Business Survey was first conducted in 2017 and will occur every two years.</em><br /></div><div><br /></div><div><b>Additional Information</b><br /></div><div><b><br /></b></div><div><div>Source: Business Survey</div><div>Contact (author): Wydale Holmes</div><div>Contact E-Mail (author): wydale_holmes@tempe.gov</div><div>Contact (maintainer): Wydale Holmes</div><div>Contact E-Mail (maintainer): wydale_holmes@tempe.gov</div><div>Data Source Type: PDF</div><div>Preparation Method: The City contracts with a vendor to conduct the survey, analyze the data and prepare for publication.</div><div>Publish Frequency: Every other year</div><div>Publish Method: Manual, .pdf</div></div>

Tags: business-survey, economic
Organization: City of Tempe
City of Tempe 2018 Employee Survey Report

ABOUT THE CITY OF TEMPE EMPLOYEE SURVEY REPORTS DATASET<p style='margin-top:0px; margin-bottom:10px; color:rgb(68, 72, 73); font-family:Arial, Helvetica, Arial, Verdana, sans-serif; font-size:14px;'>This data set includes the results from the Tempe Employee Survey, conducted every other year, to gather input from employees about issues in six major areas: professional development and career mobility; organizational support; supervisions and working environment; compensation and benefits; employee engagement; and peer relationships. Participation in the survey is voluntary and confidential. Employees are able to complete the survey during work hours or at home, with surveys directly returned to the vendor conducting the survey.</p>PERFORMANCE MEASURES<p style='margin-top:0px; margin-bottom:10px; color:rgb(68, 72, 73); font-family:Arial, Helvetica, Arial, Verdana, sans-serif; font-size:14px;'>Data collected in this survey applies directly to the following Performance Measures for the City of Tempe:</p><p style='margin-top:0px; margin-bottom:10px; color:rgb(68, 72, 73); font-family:Arial, Helvetica, Arial, Verdana, sans-serif; font-size:14px;'><strong>1. Safe &amp; Secure Communities</strong></p><ul><li>1.11 Feeling Safe in City Facilities</li></ul><p style='margin-top:0px; margin-bottom:10px; color:rgb(68, 72, 73); font-family:Arial, Helvetica, Arial, Verdana, sans-serif; font-size:14px;'><strong>2. Strong Community Connections</strong></p><ul><li>2.13 Employee Engagement</li><li>2.25 Employee Work-Related Needs</li></ul><div><div><em>The City of Tempe Employee Survey was first conducted in 2016 and will occur every two years.</em><br /></div><div><br /></div><div><div><div><b>Additional Information</b></div><div><br /></div><div>Source: Employee Survey</div><div>Contact (author): Aaron Peterson</div><div>Contact E-Mail (author): aaron_peterson@tempe.gov</div><div>Contact (maintainer): Aaron Peterson</div><div>Contact E-Mail (maintainer): aaron_peterson@tempe.gov</div><div>Data Source Type: PDF</div><div>Preparation Method: NA</div><div>Publish Frequency: Biennial</div><div>Publish Method: Manual</div></div><div><br /></div></div><div><br /></div></div>

Tags: employee-survey
Organization: City of Tempe
Regional Ocean Modeling System (ROMS): Oregon Coast

Regional Ocean Modeling System (ROMS) 3-day, 4-hourly forecast for the Oregon coast at approximately 2-km resolution. While considerable effort has been made to implement all model components in a thorough, correct, and accurate manner, numerous sources of error are possible. As such, please use these data with the caution appropriate for any ocean related activity.

Tags: latitude, longitude, northwest association of networked ocean observing systems (nanoos), northwest association of networked ocean observing systems (nanoos) (http://nanoos.org), ocean circulation, ocean currents, ocean temperature, ocean_s_coordinate_g2, oceans, potential temperature, salinity, salinity/density, sea surface height, sea surface topography, sea_water_temperature, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Water quality and related data for western Long Island Sound

This dataset contains dissolved oxygen, salinity, water temperature and related calculated variables for water quality stations in western Long Island Sound.  Additionally, the data set include water level data from an associated NOAA tide gauge. 

This dataset is associated with the following publication:
Duvall, M.S., J.D. Hagy III, J.W. Ammerman, and M.A. Tedesco. High-frequency Dissolved Oxygen Dynamics in an Urban Estuary, the Long Island Sound.   Estuaries and Coasts. Estuarine Research Federation, Port Republic, MD, USA, 47: 415-430, (2024).

Tags: continuous-monitoring, dissolved-oxygen, hypoxia, long-island-sound
Organization: U.S. Environmental Protection Agency
Renewable Energy Waste Management: Solar Panel Circular Economy-metadata entyr

The rapid proliferation of solar energy adoption presents a substantial environmental challenge concerning end-of-life solar panels. A primary issue involves the presence of hazardous materials like cadmium and lead in these panels [2]. Proper handling and disposal of these toxic materials are imperative to prevent environmental contamination and health risks. Furthermore, inadequate recycling infrastructure in various regions results in a significant portion of panels ending up in landfills, leading to the wastage of valuable materials and environmental harm. To surmount these challenges, the implementation of recycling technologies is crucial. This includes designing panels for easy material recovery and establishing comprehensive regulations and policies that incentivize recycling practices and ensure responsible disposal.

Embracing a circular economy approach proves beneficial in mitigating the escalating concerns surrounding solar panel waste. This strategy embodies a sustainable and environmentally friendly methodology for the entire life cycle of solar panels. When solar panels reach the end of their operational life, adopting this approach involves their collection and disassembly to retrieve valuable materials like silicon, glass, and metals. These reclaimed materials can then be utilized by manufacturers to produce new panels, thereby diminishing reliance on virgin resources and mitigating the environmental impact associated with mining and production. Figure AA illustrates the schematic diagram of the circular economy approach for managing end-of-life solar panels. By fostering efficient collection and recycling systems, this approach ensures that aging panels are not discarded as waste but rather transformed into valuable sources for new solar panel production. This reduction in the demand for virgin resources contributes to addressing the environmental challenges posed by the industry. This dataset is not publicly accessible because: example it's not owned by the EPA. It can be accessed through the following means: see journal article. Format: PI-update. example data is owned and managed by partners. If website to data source is available change option to data is publicly available and provide link. 

This dataset is associated with the following publication:
Sahle-Demessie, E., and B. Mezgebe. Renewable Energy Waste Management: Solar Panel Circular Economy.   EM:  AIR AND WASTE MANAGEMENT ASSOCIATION'S MAGAZINE FOR ENVIRONMENTAL MANAGERS. Air & Waste Management Association, Pittsburgh, PA, USA,  08-12, (2024).

Tags: circular-economy, end-of-life, recycling, solar-panel
Organization: U.S. Environmental Protection Agency
Utility-Scale Solar, 2022 Edition: Analysis of Empirical Plant-level Data from U.S. Ground-mounted PV, PV+battery, and CSP Plants (exceeding 5 MWAC)

Berkeley Labs "Utility-Scale Solar", 2022 Edition presents analysis of empirical plant-level data from the U.S. fleet of ground-mounted photovoltaic (PV), PV+battery, and concentrating solar-thermal power (CSP) plants with capacities exceeding 5 MWAC. While focused on key developments in 2021, this report explores trends in deployment, technology, capital and operating costs, capacity factors, the levelized cost of solar energy (LCOE), power purchase agreement (PPA) prices, wholesale market value, and interconnection queue data.

Tags: 2022, analysis, battery, berkeley-lab, capacity, capacity-factor, capacity-factors, capital, capital-costs, costs, cpsp, csp, data, deployment, energy, energy-analysis, generation, ground-mounted, hourly, interconnection-queue, lcoe, market, market-value, operating-cost, operating-costs, photovoltaic, plant-level, power, power-purchase-agreeents, power-purchase-agreement, ppa, price, pv, pv-battery, solar, solar-power, technology, utility-scale-solar, wholesale-market-value
Organization: Department of Energy
Utility-Scale Solar, 2021 Edition: Analysis of Empirical Plant-level Data from U.S. Ground-mounted PV, PV+battery, and CSP Plants (exceeding 5 MWAC)

Berkeley Labs "Utility-Scale Solar", 2021 Edition presents analysis of empirical plant-level data from the U.S. fleet of ground-mounted photovoltaic (PV), PV+battery, and concentrating solar-thermal power (CSP) plants with capacities exceeding 5 MWAC. While focused on key developments in 2020, this report explores trends in deployment, technology, capital and operating costs, capacity factors, the levelized cost of solar energy (LCOE), power purchase agreement (PPA) prices, wholesale market value, and interconnection queue data.

Tags: 2021, analysis, battery, berkeley-lab, capacity, capacity-factor, capacity-factors, capital-costs, concentrating-solar-thermal-power, costs, csp, data, energy, generation, ground-mounted, hourly, hourly-generation, interconnection, interconnection-queue, lcoe, market, market-analysis, market-value, operating-cost, operating-costs, photovoltaic, plant-level, power, power-purchase-agreement, power-purchase-agreements, ppa, pv, pv-battery, solar, solar-power, utility-scale, utility-scale-solar, wholesale-market-value
Organization: Department of Energy
MetSim: Integrated Programmatic Access and Pathway Management for Xenobiotic Metabolism Simulators

With exception of metabolic simulations performed using TIMES (version 2.31.2.82), all work was performed using Python (version 3.10.4) run with IPython (version 8.4.0) in JupyterLab (version 3.3.2). The Toolbox API (OECD Toolbox version 4.5 with Service Pack 1 update, API version 6), and BioTransformer (Wishart Lab, version 3.0, executable Java Archive, June 15, 2022 release) were used for automated metabolic simulations. Efficient batch execution of metabolism simulations was handled via parallel processing multiple individual calls to either BioTransformer or the Toolbox API via the “multiprocess” package. The command line interface (CLI) calls needed to interact with BioTransformer were executed via the “subprocess” package, and the Toolbox API was queried via its Swagger user interface hosted on a locally running Windows Desktop instance of the Toolbox Server. The data generated from the MetSim hierarchical schema were translated into JavaScript Object Notation (JSON) format using Python. The resulting data were inserted into a Mongo Database (MongoDB) using the “pymongo” package for efficient storage and retrieval. The code repository including all Jupyter Notebooks documenting the analysis performed and the MetSim framework are available at https://github.com/patlewig/metsim. Data files needed to reproduce the analysis are provided at https://doi.org/10.23645/epacomptox.25463926 and as Supporting Information. 

This dataset is associated with the following publication:
Groff, L., A. Williams, I. Shah, and G. Patlewicz. MetSim: Integrated Programmatic Access and Pathway Management for Xenobiotic Metabolism Simulators.   CHEMICAL RESEARCH IN TOXICOLOGY. American Chemical Society, Washington, DC, USA, 37(5): 685-697, (2024).

Tags: integrated-programmatic-access, metsim, pathway-management, xenobiotic-metabolism-simulators
Organization: U.S. Environmental Protection Agency
Curated Modeled Fault Data Set

The curated fault model simulation data set consists of tagged and fully-described time series representing simulated faults for the AFDD test building (ORNLs Flexible Research Platform (FRP)), including baseline performance, faulty performance, and corresponding energy impact. A total of 26 fault models are considered for 99 simulation scenarios with various fault intensity levels.

Additional Contacts:
Principal investigator: Matt Leach Matt.Leach@nrel.gov
Simulation performer: Janghyun Kim Janghyun.Kim@nrel.gov

Tags: afdd, building, building-energy, building-energy-efficiency, buildings, commercial, energy-efficiency, energyplus, fault, model, simulation
Organization: Department of Energy
City and County Vehicle Inventories

This light-duty vehicle inventory dataset provides information on vehicle registrations by vehicle type (car vs. truck), fuel type, and model year showing the changes in adoption trends over time and average fuel economies. 

This data is part of a suite of state and local energy profile data available at the "State and Local Energy Profile Data Suite" link below and builds on Cities-LEAP energy modeling, available at the "EERE Cities-LEAP Page" link below. Examples of how to use the data to inform energy planning can be found at the "Example Uses" link below.

Tags: alternative-fuel, car, cities-leap, city, country, diesel, electric-vehicle, electric-vehicles, energy, ev, example, flex-fuel, fuel-economy, fuel-type, gasoline, hybrid, hydrogen, hydrogen-fuel-cell, inventory, light-duty, light-duty-vehicles, local, municipal, planning, plug-in-hybrid, registration, transportation, truck, vehicle, vehicle-type, vehicles
Organization: Department of Energy
Tracking the Sun

Berkeley Lab's Tracking the Sun report series is dedicated to summarizing installed prices and other trends among grid-connected, distributed solar photovoltaic (PV) systems in the United States. The present report, the 11th edition in the series, focuses on systems installed through year-end 2017, with preliminary trends for the first half of 2018. As in years past, the primary emphasis is on describing changes in installed prices over time and variation in pricing across projects based on location, project ownership, system design, and other attributes. New to this year, however, is an expanded discussion of other project characteristics in the large underlying data sample. Future editions will include more of such material, beyond the reports traditional focus on installed pricing.  The trends described in this report derive primarily from project-level data reported to state agencies and utilities that administer PV incentive programs, solar renewable energy credit (SREC) registration systems, or interconnection processes. In total, data were collected and cleaned for more than 1.3 million individual PV systems, representing 81% of U.S. residential and non-residential PV systems installed through 2017. The analysis of installed pricing trends is based on a subset of roughly 770,000 systems with available installed price data.

Tags: energy, grid, installed-price, non-residential, oedi, photovoltaic, power, pv, pv-installations, residential, solar, tracking-the-sun
Organization: Department of Energy
Better Buildings Neighborhood Program Single-Family Home Upgrade Project Dataset

Building project data for 75,110 single-family homes upgraded between July 1, 2010, and September 30, 2013 from the Better Building Neighborhood Program. This dataset includes a documentation file and three data tables. Reported data for some elements have been transformed and data for some upgraded homes have been omitted to protect privacy. See documentation file for details.

Tags: arra, bbnp, better-buildings-neighborhood-program, build, building, building-data, building-efficiency, buildings, built, data, efficiency, energy, energy-efficiency, home, outreach, raw-data, recovery-act, residential, sing-family, size, specifications, specs, united-states, year
Organization: Department of Energy
Burn pit smoke condensate-mediated toxicity in human airway epithelial cells

Data include assessment of transepithelial electrical resistance, lactate dehydrogenase, toxicity scores, pro-inflammatory cytokines, and modulation of gene expression in human airway epithelial cells exposed to burn pit smoke condensates. 

This dataset is associated with the following publication:
Ghosh, A., A. Payton, S. Gallant, K. Rogers, T. Mascenik, E. Hickman, C. Love, K. Schichlein, T. Smyth, Y.H. Kim, J. Rager, M. Gilmour, S. Randell, and i. Jspers. Burn pit smoke condensate-mediated toxicity in human airway epithelial cells.   CHEMICAL RESEARCH IN TOXICOLOGY. American Chemical Society, Washington, DC, USA, 37(5): 791-803, (2024).

Tags: airway-epithelial-cells, burn-pit, lung-toxicity, wildfire-smoke
Organization: U.S. Environmental Protection Agency