AndreaBozzo/ceres-open-data-index huggingface dataset:
Crime Incidents in 2013

<div style='text-align:Left;'><div><div><p><span>The dataset contains a subset of locations and attributes of incidents reported in the ASAP (Analytical Services Application) crime report database by the District of Columbia Metropolitan Police Department (MPD). Visit </span><a href='https://crimecards.dc.gov/' style='text-decoration:underline;' rel='nofollow ugc'><span>crimecards.dc.gov</span></a><span> for more information. This data is shared via an automated process where addresses are geocoded to the District's Master Address Repository and assigned to the appropriate street block. Block locations for some crime points could not be automatically assigned resulting in 0,0 for x,y coordinates. These can be interactively assigned using the </span><a href='https://mar2.data.dc.gov:443/' style='text-decoration:underline;' rel='nofollow ugc'><span>MAR Geocoder</span></a><span>.</span></p><p><span>On February 1 2020, the methodology of geography assignments of crime data was modified to increase accuracy. From January 1 2020 going forward, all crime data will have Ward, ANC, SMD, BID, Neighborhood Cluster, Voting Precinct, Block Group and Census Tract values calculated prior to, rather than after, anonymization to the block level. This change impacts approximately one percent of Ward assignments.</span></p></div></div></div>

Tags: assault, burglary, cdw, crime, district-of-columbia, feeds, homicide, mpd, robbery, safety, theft, washington-dc
Organization: District of Columbia
EIA Thermoelectric Water Cooling Data

The U.S. Energy Information Administration (EIA) collects water cooling data for the electric power industry in the United States. This submission includes annual data from 2014 to 2019. Each spreadsheet details the generator type, fuel consumption, water consumption, cooling type, and equipment status, location, and water source for each plant.

Tags: biomass, boiler, conventional-steam-coal, cooling, desalination, discharge, dry-cooling, fired-combined-cycle, fresh-water, fuel-consumption, generator, groundwater, induced-draft, natural-gas, nawi, nuclear, nuclear-plant, once-through-no-cool-pond, plant, recirculate, reclaimed-water, steam-turbine, surface-water, thermoelectric, water, water-treatment, wood, wood-waste
Organization: Department of Energy
U.S. Indirect and Direct Potable Water Reuse Systems (2020)

Collection of proposed, operating, demonstration, and pilot study potable reuse systems across the U.S. as of 2020. Information includes project name, location, augmentation type, capacity, year operational, treatment train, and source water type. References are included in this submission. As potable reuse facilities undergo expansions or upgrades, treatment trains and capacities are subject to change. Operational status may also change. Treatment trains listed are reported to the detail that the source provides. Type and doses of chemical post-treatment or chlorination is often not specified. Please see README section in spreadsheet for definitions of acronyms used.

Tags: advanced-oxidation-process, aop, bac, biologically-active-carbon, direct, effluent, filtration, groundwater, imported, indirect, ion-exchange, mbr, membrane-bioreactor, mf, microfiltration, nawi, potable-reuse, raw-wastewater, reverse-osmosis, ro, secondary, sequencing-batch-reactors, sourcewater, surface-water, tertiary, treatment, treatment-train, uf, ultrafiltration, uv, water-reuse, water-treatment, wetland
Organization: Department of Energy
US Potable Water Reuse System Costs

This submission contains a set of U.S.-specific potable reuse capital and operations and maintenance (O&M) cost data ($2020) found in published presentations and reports from engineering consulting firms, utility and water agency press releases or websites, and literature. For any unbuilt facilities, the reported costs found in technical documents are mostly engineer estimates and may be subject to change as construction proceeds. This data set contains a mix of both facility specific and total capital costs, which include conveyance infrastructure. Note that this dataset does not include detailed cost breakdowns for each of the facilities. This submission also contains the sources used to build this dataset in pdf format. 

Tags: capital, cost, economics, nawi, om, plant, potable-reuse, water-reuse, water-treatment
Organization: Department of Energy
US Municipal Desalination Plants

This submission presents results and observations from a series of surveys of US municipal desalination plants conducted during the last 20 years. The surveys were conducted to determine the number, characteristics, and concentrate disposal practices of US desalination plants. Each survey was intended to identify and contact each US plant that produces 25,000 gpd or more. This cutoff eliminated smaller plants that serve truck stops, mobile home parks, hospitals, campgrounds, etc. Succeeding surveys did not undertake to recontact all previously contacted plants but focused primarily on plants built since the initial survey.

Tags: capacity, desalination, disposal, energy, facility, municipal, nawi, plants, post-treatment, reverse-osmosis, ro, survey, technology, treatment, u-s, united-states, us, waste-management, water, water-treatment
Organization: Department of Energy
Crime Incidents in 2015

<div style='text-align:Left;'><div><div><p><span>The dataset contains a subset of locations and attributes of incidents reported in the ASAP (Analytical Services Application) crime report database by the District of Columbia Metropolitan Police Department (MPD). Visit </span><a href='https://crimecards.dc.gov/' style='text-decoration:underline;' rel='nofollow ugc'><span>crimecards.dc.gov</span></a><span> for more information. This data is shared via an automated process where addresses are geocoded to the District's Master Address Repository and assigned to the appropriate street block. Block locations for some crime points could not be automatically assigned resulting in 0,0 for x,y coordinates. These can be interactively assigned using the </span><a href='https://mar2.data.dc.gov:443/' style='text-decoration:underline;' rel='nofollow ugc'><span>MAR Geocoder</span></a><span>.</span></p><p><span>On February 1 2020, the methodology of geography assignments of crime data was modified to increase accuracy. From January 1 2020 going forward, all crime data will have Ward, ANC, SMD, BID, Neighborhood Cluster, Voting Precinct, Block Group and Census Tract values calculated prior to, rather than after, anonymization to the block level. This change impacts approximately one percent of Ward assignments.</span></p></div></div></div>

Tags: assault, burglary, cdw, crime, district-of-columbia, feeds, homicide, mpd, robbery, safety, theft, washington-dc
Organization: District of Columbia
The Urban Energy-Water Nexus: Utility-Level Water Flows and Embedded Energy

There are limited open source data available for determining water production/treatment and required energy for cities across the United States. This database represents the culmination of a two-year effort to obtain data from cities across the United States via open records requests in order to determine the state of the U.S. urban energy-water nexus. Data were requested at the daily or monthly scale when available for 127 cities across the United States, represented by 253 distinct water and sewer districts. Data were requested from cities larger than 100,000 people and from each state. In the case of states that did not have cities that met these criteria, the largest cities in those states were selected. The resulting database represents a drinking water service population of 81.4 million and a wastewater service population of 86.2 million people. Average daily demands for the United States were calculated to be 560 liters per capita for drinking water and 500 liters per capita of wastewater. The embedded energy within each of these resources is 340 kWh/1000 m3 and 430 kWh/1000 m3, respectively. Drinking water data at the annual scale are available for production volume (89 cities) and for embedded energy (73 cities). Annual wastewater data are available for treated volume (104 cities) and embedded energy (90 cities). Monthly data are available for drinking water volume and embedded energy (73 and 56 cities) and wastewater volume and embedded energy (88 and 70 cities). Please see the two related papers for this metadata are included with this submission.

Each folder name is a city that contributed data to the collection effort (City+State Abbreviation). Within each
folder is a .csv file with drinking water and wastewater volume and energy data. A READ-ME file within each folder
details the contents of the folder within any relevant information pertaining to data collection. Data are on the
order of a monthly timescale when available, and yearly if not.

Please cite the following papers when using the database:
Chini, C.M. and Stillwell, A.S. (2017). The State of U.S. Urban Water: Data and the Energy-Water Nexus. Water Resources Research. 54(3). DOI: https://doi.org/10.1002/2017WR022265
Chini, C.M., and Stillwell, A. (2016). Where are all the data? The case for a comprehensive water and wastewater utility database. Journal of Water Resources Planning and Management. 143(3). DOI: 10.1061/(ASCE)WR.1943-5452.0000739

Tags: biogas, desalination, drinking-water, electricity, energy, energy-water-nexus, flow, industrial, nawi, reuse, urban, utility, wastewater, water, water-treatment
Organization: Department of Energy
National Brackish Groundwater Assessment 2017

Brackish groundwater (BGW), defined for this assessment as having a dissolved-solids concentration between 1,000 and 10,000 milligrams per liter, is an unconventional source of water that may offer a partial solution to current (2016) and future water challenges. In support of the National Water Census, the U.S. Geological Survey has completed a BGW assessment to gain a better understanding of the occurrence and characteristics of BGW resources of the United States as an alternative source of water. Analyses completed as part of this assessment relied on previously collected data from multiple sources, and no new data were collected. One of the most important contributions of this assessment was the creation of a database containing chemical data and aquifer information for the known quantities of BGW in the United States. Data were compiled from single publications to large datasets and from local studies to national assessments, and includes chemical data on the concentrations of dissolved solids, major ions, trace elements, nutrients, radionuclides, and physical properties of the resource (pH, temperature, specific conductance). This database represents data from a compilation of water-quality samples from 100,000+ (major-ions data) to 300,000+ (dissolved-solids data) groundwater wells across the continental U.S., Alaska, Hawaii, Puerto Rico, the U.S. Virgin Islands, Guam, and American Samoa. The data are published here as an ESRI geodatabase with a point feature class and associated attribute table, and also as non-proprietary comma-separated value table. It was not possible to compile all data available for the Nation, and data selected for this investigation were mostly limited to larger datasets that were available in a digital format.

Tags: brackish, chemistry, desalination, dissolved-solids, energy, geochemistry, groundwater, major-ions, nawi, nutrients, ph, radionuclides, specific-conductance, temperature, trace-elements, water, water-quality, water-treatment
Organization: Department of Energy
Crime Incidents in 2016

<div style='text-align:Left;'><div><div><p><span>The dataset contains a subset of locations and attributes of incidents reported in the ASAP (Analytical Services Application) crime report database by the District of Columbia Metropolitan Police Department (MPD). Visit </span><a href='https://crimecards.dc.gov/' style='text-decoration:underline;' rel='nofollow ugc'><span>crimecards.dc.gov</span></a><span> for more information. This data is shared via an automated process where addresses are geocoded to the District's Master Address Repository and assigned to the appropriate street block. Block locations for some crime points could not be automatically assigned resulting in 0,0 for x,y coordinates. These can be interactively assigned using the </span><a href='https://mar2.data.dc.gov:443/' style='text-decoration:underline;' rel='nofollow ugc'><span>MAR Geocoder</span></a><span>.</span></p><p><span>On February 1 2020, the methodology of geography assignments of crime data was modified to increase accuracy. From January 1 2020 going forward, all crime data will have Ward, ANC, SMD, BID, Neighborhood Cluster, Voting Precinct, Block Group and Census Tract values calculated prior to, rather than after, anonymization to the block level. This change impacts approximately one percent of Ward assignments.</span></p></div></div></div>

Tags: assault, burglary, cdw, crime, district-of-columbia, feeds, homicide, mpd, robbery, safety, theft, washington-dc
Organization: District of Columbia
DC Main Streets Business Sub Grants

<div style='text-align:Left;'><div><div><p style='margin:0 0 11 0;'><span>DC Main Streets is a program through which the District government works with neighborhood organizations to revitalize the District's neighborhood business districts through a comprehensive and systemic strategy for business retention and attraction, commercial property improvements, and provision of coordinated corridor-wide services.</span></p><p style='margin:0 0 11 0;'><span>Each year Main Street programs have at least $30,000 of funds to provide sub-grants and technical assistance to businesses in their corridor. These funds can be used for a variety of activities including direct cash assistance, signage and storefront improvements, interior renovations, social media marketing, accounting support, lease negotiations, etc.</span></p></div></div></div>

Tags: business, commercial-corridor, dc, department-of-small-and-local-business-development, district-of-columbia, dslbd, grants, main-street, restore-dc, sub-grant, washington-dc
Organization: District of Columbia
Small Business Robust Retail Grantee

<div style='text-align:Left;'><div><div><p><span>The Robust Retail grant, administered by the Department of Small and Local Business Development, is intended to provide direct assistance to small and local storefront businesses. These funds have been leveraged for a wide range of purposes to include façade improvement, expansion, and purchasing inventory and have resulted in increase of sales, customer acquisition and job creation.</span></p></div></div></div>

Tags: dc, district-of-columbia, dslbd, grants, retail, small-business, washington-dc
Organization: District of Columbia
Equity Impact Enterprise Grantees

<div style='text-align:Left;'><div><div><p><span>Funds for the Equity Impact Enterprise Grantees were disbursed in May, June, and July of 2022.</span></p></div></div></div>

Tags: business, district-of-columbia, dslbd, eie, equity-impact-enterprise, grants, washington-dc
Organization: District of Columbia
Occupancy Permits in 2014

<div style='text-align:Left;'><div><div><p><span>The dataset contains locations and attributes for above ground permits applied for and approved by the District Department of Transportation. They are existing occupied constructions and events. Examples include: moving trucks, roll off debris container, moving storage container, construction staging area, mobile crane work zone, other reserved parking. The public space permit process is described on the DDOT website </span><a href='https://ddot.dc.gov:443/' style='text-decoration:underline;' rel='nofollow ugc'><span>https://ddot.dc.gov</span></a><span>.</span></p><p><span>These data are shared via an automated process where addresses are batch matched (geocoded) to the District's Master Address Repository. Users may find that some data points will contain 0,0 for X,Y coordinates resulting in inconsistent spatial locations. Addresses for these data points could not be automatically geocoded and will need to be manually geocoded to 'best fit' locations in DC. Use the </span><a href='https://mar2.data.dc.gov:443/' style='text-decoration:underline;' rel='nofollow ugc'><span>MAR Geocoder</span></a><span> to help complete this.</span></p></div></div></div>

Tags: cdw, ddot, district-of-columbia, feeds, permit, public-space, public-space-permit, transportation, washington-dc
Organization: District of Columbia
National Violent Death Reporting System (NVDRS)

<p>The National Violent Death Reporting System (NVDRS) provides states and communities with a clearer understanding of violent deaths to guide local decisions about efforts to prevent violence and helps them track progress over time.</p>
<p>To stop violent deaths, we must first understand all the facts. Created in 2002, the NVDRS is a surveillance system that pulls together data on violent deaths in 18 states (see map below), including information about homicides, such as homicides perpetrated by a intimate partner (e.g., boyfriend, girlfriend, wife, husband), child maltreatment (or child abuse) fatalities, suicides, deaths where individuals are killed by law enforcement in the line of duty, unintentional firearm injury deaths, and deaths of undetermined intent.</p>
<p>These data are supported by WISQARS, an interactive query system that provides data on injury deaths, violent deaths, and nonfatal injuries.</p>

Tags: community-health, health-care-providers, injury-deaths, nonfatal-injuries, population-statistics, safety, sexual-assault, violent-deaths, ypll
Organization: U.S. Department of Health & Human Services
Find a Health Center

<p>HRSA Health Centers care for you, even if you have no health insurance – you pay what you can afford based on your income. Health centers provide services that include checkups when you are well, treatment when you are sick, complete care when you are pregnant, and immunizations and checkups for your children. Some health centers also provide mental health, substance abuse, oral health, and/or vision services. Contact the health center organization directly to confirm the availability of specific services and to make an appointment.</p>

Tags: clinic-locations, community-health, community-health-center, federally-qualified-health-center-fqhc, health-center, health-center-location, hrsa, preventive-care, primary-care, sliding-scale
Organization: U.S. Department of Health & Human Services
EnviroAtlas - Hydrologic Sinks for the U.S. Pacific Territories

This EnviroAtlas GIS dataset represents hydrologic sinks and major depressions in the landscape that are more than 2 meters deep, have a surface area of more than 78 square meters, and are fully on land. The dataset covers nine islands in the U.S. Pacific Territories of Guam, the Northern Mariana Islands, and American Samoa (the nine islands are Guam, Saipan, Tinian, Aguijan, Rota, Tutuila, Ofu, Olosega, and Ta'u) and was created using Digital Elevation Models from NOAA (2019-2022) as well as NOAA CCAP 1m landcover (2020-2021) and NCCOS (NOAA National Centers for Coastal and Ocean Science) shoreline files (2004-2005). This dataset was produced by the US EPA to support research and online mapping activities related to EnviroAtlas. EnviroAtlas (https://www.epa.gov/enviroatlas) allows the user to interact with a web-based, easy-to-use, mapping application to view and analyze multiple ecosystem services for the contiguous United States. The dataset is available as downloadable data (https://edg.epa.gov/data/Public/ORD/EnviroAtlas) or as an EnviroAtlas map service. Additional descriptive information about each attribute in this dataset can be found in its associated EnviroAtlas Fact Sheet (https://www.epa.gov/enviroatlas/enviroatlas-fact-sheets).

Tags: 020:072, american samoa, ecosystem, ecosystem services, enviroatlas, environment, environmental atlas, green infrastructure, ground water, guam, land cover, map files, northern mariana islands, surface water, united states pacific territories, water
Organization: U.S. Environmental Protection Agency
Data from Numerical Modeling of Halona Oscillating Water Column Wave Energy Converter for Autonomous Underwater Vehicle Docking

In this project, we applied the Forchheimer flow model in Computational Fluid Dynamics (CFD) simulation to characterize the flow through an orifice used as a quadratic Power Takeoff (PTO) for the Halona oscillating water column (OWC) wave energy convertor (WEC) in the experiments. This proposed method has been successfully utilized for a fixed omnidirectional spar buoy WEC in regular waves. The objective of this project was to extend the application of this method to a floating WEC.

This resource contains the final project report and the modeling data associated with each figure contained in the final project report. The file names are consistent with the figure numbering in the final report. There is a README included in each ZIP folder if the file name is not self-explained. Additional description and explanation for each figure can be found in the report.

Tags: autonomous-underwater-vehicle, auv, cfd, computational-fluid-dynamics, energy, floating-wec, forchheimer-flow-model, halona, halona-wec, mhk, modeling-data, oscillating-water-column, owc, power, power-takeoff, pto, quadratic-power-takeoff, wave-energy-convertor, wec
Organization: Department of Energy
Crime Incidents in 2017

<div style='text-align:Left;'><div><div><p><span>The dataset contains a subset of locations and attributes of incidents reported in the ASAP (Analytical Services Application) crime report database by the District of Columbia Metropolitan Police Department (MPD). Visit </span><a href='https://crimecards.dc.gov/' style='text-decoration:underline;' rel='nofollow ugc'><span>crimecards.dc.gov</span></a><span> for more information. This data is shared via an automated process where addresses are geocoded to the District's Master Address Repository and assigned to the appropriate street block. Block locations for some crime points could not be automatically assigned resulting in 0,0 for x,y coordinates. These can be interactively assigned using the </span><a href='https://mar2.data.dc.gov:443/' style='text-decoration:underline;' rel='nofollow ugc'><span>MAR Geocoder</span></a><span>.</span></p><p><span>On February 1 2020, the methodology of geography assignments of crime data was modified to increase accuracy. From January 1 2020 going forward, all crime data will have Ward, ANC, SMD, BID, Neighborhood Cluster, Voting Precinct, Block Group and Census Tract values calculated prior to, rather than after, anonymization to the block level. This change impacts approximately one percent of Ward assignments.</span></p></div></div></div>

Tags: assault, burglary, cdw, crime, district-of-columbia, feeds, homicide, mpd, robbery, safety, theft, washington-dc
Organization: District of Columbia
Illinois High Resolution Wind Resource

A shapefile of annual average wind resource potential for Illinois, United States at a 50 meter height.  This data set has been validated by NREL and wind energy meteorological consultants. *Note*: This data is not suitable for micro-siting potential development projects. This shapefile was generated from a raster dataset with a 1000 m resolution, in a Transverse Mercator projection. The wind power resource estimates were produced by AWS TrueWind using their MesoMap system and historical weather data under contract to Wind Powering America/NREL. This map has been validated with available surface data by NREL and wind energy meteorological consultants.

For updated gridded long-term average wind data please see the "Global Wind Atlas" resource below. For more information on NREL's wind resource data development, see the "Wind Integration National Dataset (WIND) Toolkit" and the "WIND Toolkit Long-Term Ensemble Dataset" resources.

Tags: 50m, energy, gis, high-resolution, illinois, nrel, renewable, shapefile, wind, wind-data, wind-resource
Organization: Department of Energy