AndreaBozzo/ceres-open-data-index huggingface dataset:
EnviroAtlas - NHDPlus V2 Flowlines and Waterbodies Web Service - Conterminous United States

This EnviroAtlas web service contains layers depicting NHD Version 2.1 Plus flowlines and waterbodies for the conterminous United States. 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 this dataset can be found in its associated EnviroAtlas Fact Sheet (https://www.epa.gov/enviroatlas/enviroatlas-fact-sheets).

Tags: agriculture, alabama, arizona, arkansas, california, chesapeake bay, chesapeake bay watershed, climate, colorado, community, connecticut, conservation, delaware, ecosystem, ecosystem services, enviroatlas, environment, environmental atlas, florida, flowline, georgia, habitat, idaho, illinois, indiana, iowa, kansas, kentucky, landscape conservation cooperatives, louisiana, maine, maryland, massachusetts, mexico, michigan, minnesota, mississippi, missouri, montana, nebraska, nevada, new hampshire, new jersey, new mexico, new york, north carolina, north dakota, ohio, oklahoma, oregon, pennsylvania, regulatory, rhode island, south carolina, south dakota, stream order, tennessee, texas, united states, utah, vermont, virginia, washington, washington dc, water, waterbody, west virginia, wisconsin, wyoming
Organization: U.S. Environmental Protection Agency
National Inpatient Sample (NIS) - Restricted Access Files

The Healthcare Cost and Utilization Project (HCUP) National Inpatient Sample (NIS) is the largest publicly available all-payer inpatient care database in the United States. The NIS is designed to produce U.S. regional and national estimates of inpatient utilization, access, cost, quality, and outcomes. Unweighted, it contains data from more than 7 million hospital stays each year. Weighted, it estimates more than 35 million hospitalizations nationally. Developed through a Federal-State-Industry partnership sponsored by the Agency for Healthcare Research and Quality (AHRQ), HCUP data inform decision making at the national, State, and community levels.

Starting with the 2012 data year, the NIS is a sample of discharges from all hospitals participating in HCUP, covering more than 97 percent of the U.S. population. For prior years, the NIS was a sample of hospitals. The NIS allows for weighted national estimates to identify, track, and analyze national trends in health care utilization, access, charges, quality, and outcomes. The NIS's large sample size enables analyses of rare conditions, such as congenital anomalies; uncommon treatments, such as organ transplantation; and special patient populations, such as the uninsured. NIS data are available since 1988, allowing analysis of trends over time. 

The NIS inpatient data include clinical and resource use information typically available from discharge abstracts with safeguards to protect the privacy of individual patients, physicians, and hospitals (as required by data sources).  Data elements include but are not limited to: diagnoses, procedures, discharge status, patient demographics (e.g., sex, age), total charges, length of stay, and expected payment source, including but not limited to Medicare, Medicaid, private insurance, self-pay, or those billed as ‘no charge’. The NIS excludes data elements that could directly or indirectly identify individuals. 

Restricted access data files are available with a data use agreement and brief online security training.

Tags: claims, diagnoses, hcup, health-care, health-care-cost, health-care-providers, health-statistics, hospital, inpatient, procedures, utilization
Organization: U.S. Department of Health & Human Services
National Household Survey on Drug Abuse (NHSDA-1979)

<p>This series measures the prevalence and correlates of drug use in the United States. The surveys are designed to provide quarterly, as well as annual, estimates. Information is provided on the use of illicit drugs, alcohol, tobacco, and nonmedical use of prescription drugs among members of United States households aged 12 and older. Questions include age at first use, as well as lifetime, annual, and past-month usage for the following drug classes: cannabis, cocaine, hallucinogens, heroin, inhalants, alcohol, tobacco, nonmedical use of prescription drugs including psychotherapeutics, and polysubstance use. Respondents were also asked about their knowledge of drugs, perceptions of the risks involved, population movement, and sequencing of drug use. Fifty-seven percent of respondents were asked specific questions about their perceptions of the consequences of marijuana and alcohol use. The other 43 percent were asked about heroin use among friends. Demographic data include sex, race, age, ethnicity, marital status, educational level, job status, income level, and household composition. This study has 1 Data Set.</p>

Tags: alcohol, alcohol-abuse, alcohol-consumption, amphetamines, barbiturates, cocaine, demographic-characteristics, drug-abuse, drug-use, drugs, hallucinogens, heroin, households, inhalants, marijuana, methamphetamine, prescription-drugs, sedatives, smoking, stimulants, substance-abuse, substance-abuse-treatment, tobacco-use, tranquilizers, youths
Organization: U.S. Department of Health & Human Services
Treatment Episode Data Set: Admissions (TEDS-A-2010)

<p>The Treatment Episode Data Set -- Admissions (TEDS-A) is a national census data system of annual admissions to substance abuse treatment facilities. TEDS-A provides annual data on the number and characteristics of persons admitted to public and private substance abuse treatment programs that receive public funding. The unit of analysis is a treatment admission. TEDS consists of data reported to state substance abuse agencies by the treatment programs, which in turn report it to SAMHSA.<br />
A sister data system, called the Treatment Episode Data Set -- Discharges (TEDS-D), collects data on discharges from substance abuse treatment facilities. The first year of TEDS-A data is 1992, while the first year of TEDS-D is 2006.<br />
TEDS variables that are required to be reported are called the "Minimum Data Set (MDS)", while those that are optional are called the "Supplemental Data Set (SuDS)".<br />
Variables in the MDS include: information on service setting, number of prior treatments, primary source of referral, sex, race, ethnicity, education, employment status, substance(s) abused, route of administration, frequency of use, age at first use, and whether methadone was prescribed in treatment. Supplemental variables include: diagnosis codes, presence of psychiatric problems, living arrangements, source of income, health insurance, expected source of payment, pregnancy and veteran status, marital status, detailed not in labor force codes, detailed criminal justice referral codes, days waiting to enter treatment, and the number of arrests in the 30 days prior to admissions (starting in 2008) .<br />
Substances abused include alcohol, cocaine and crack, marijuana and hashish, heroin, nonprescription methadone, other opiates and synthetics, PCP, other hallucinogens, methamphetamine, other amphetamines, other stimulants, benzodiazepines, other non-benzodiazepine tranquilizers, barbiturates, other non-barbiturate sedatives or hypnotics, inhalants, over-the-counter medications, and other substances.<br />
Created variables include total number of substances reported, intravenous drug use (IDU), and flags for any mention of specific substances.This study has 1 Data Set.</p>

Tags: alcohol-abuse, drug-abuse, drug-treatment, health-care-services, health-insurance, intervention, mental-health, substance-abuse, substance-abuse-treatment, treatment-programs
Organization: U.S. Department of Health & Human Services
NBDPS DBPS and Congenital Heart Defects

Utilizing the National Birth Defects Prevention Study, we linked geocoded residential addresses of mothers whose offspring were delivered in 2000-2005 to public water supply (PWS) measurement data for DBPs in eight states. Self-reported water consumption habits and filtration methods at home and work were used to estimate ingestion of DBPs during the prenatal period. We estimated adjusted odds ratios (aORs) and 95% confidence intervals using logistic regression controlling for maternal age, education, body mass index, race/ethnicity, and study site to examine associations between CHDs and estimated DBP concentrations in household tap water, and between CHDs and estimated levels of maternal ingestion of DBPs. This dataset is not publicly accessible because: EPA cannot release personally identifiable information regarding living individuals, according to the Privacy Act and the Freedom of Information Act (FOIA). This dataset contains information about human research subjects. Because there is potential to identify individual participants and disclose personal information, either alone or in combination with other datasets, individual level data are not appropriate to post for public access. Restricted access may be granted to authorized persons by contacting the party listed. It can be accessed through the following means: Data that CDC collects or holds must be available for data sharing within a year after the data are evaluated for quality and shared with any partners in data collection activity.  Because NBDPS data contain PII, NBDPS data are not released publicly.  Instead, they are available via a special use agreement.  Qualified researchers can be granted access to NBDPS data for analysis through collaboration with one of the Centers for Birth Defects Research and Prevention.  The procedure for applying for access to NBDPS data can be found on the NBDPS Public Access Procedures web site: https://www.cdc.gov/ncbddd/birthdefects/nbdps-public-access-procedures.html. Format: This research was conducted with data collected by the CDC-sponsored National Birth Defects Prevention Study (NBDPS).  These data include birth data and geocoded residential addresses before and during pregnancy. 

This dataset is associated with the following publication:
Michalski, A., T. Luben, I. Zaganjor, A. Rhoads, P. Romitti, K. Conway, P. Langlois, M. Feldkamp, W. Nembhard, J. Reefhuis, M. Yazdy, A. Lin, T. Desrosiers, A. Hoyt, M. Browne, and T.N.B.D.P.S. [Corporate Author]. Maternal Exposure to Tap Water Disinfection By-Products and Risk of Selected Congenital Heart Defects.   Birth Defects Research. John Wiley & Sons, Inc., Hoboken, NJ, USA, 116(September): e2391, (2024).

Tags: childrens-environmental-health, congenital-heart-defects, disinfection-by-products, ingestion, pregnancy, tap-water
Organization: U.S. Environmental Protection Agency
Diatom DNA sequence data

The raw data consisted of demultiplexed fastq files
pairs (R1.fastq and R2.fastq) per sample accessible on the NCBI Sequences
Read Archive (SRA) under the BioProject accession numbers PRJNA1187555
for experiments E1 and E3 and PRJNA1187576 for E2 and E4. 

This dataset is associated with the following publication:
Valentin, V., S. Rivera, E. Acs, S. Almeida, K. Andree, L. Apothéloz-Perret-Gentil, B. Bailet, A. Baričević, K. Beentjes, J. Bettig, A. Bouchez, C. Camilla, C. Chardon, M. Duleba, T. Elersek, C. Genthon, M. Jablonska, L. Jacas, M. Kahlert, M. Kelly, J. Macher, F. Mauri, M. Moletta-Denat, A. Mortágua, J. Pawlowski, J. Pérez-Burillo, M. Pfannkuchen, E. Pilgrim, P. Panayiota, F. Rimet, K. Stanic, K. Tapolczai, S. Theroux, R. Trobajo, B. Van der Hoorn, M. Vasquez, M. Vidal, D. Wanless, J. Warren, J. Zimmermann, and B. Paix. Proficiency testing and cross-laboratory method comparison to support standardisation of diatom DNA metabarcoding for freshwater biomonitoring.   Metabarcoding and Metagenomics. Pensoft Publishers, Sofia,  BULGARIA,  e133264, (2025).

Tags: cross-laboratory-experiment, diatoms, dna-extraction, dna-metabarcoding, freshwater-quality-assessment, intercalibration, pcr, standardization
Organization: U.S. Environmental Protection Agency
Roberta Willis Scholarship Program Analysis

The Roberta B. Willis Scholarship Program (RWSP) is the state's primary financial aid program for Connecticut residents enrolled as undergraduates at Connecticut public and independent higher education institutions. The RWSP is comprised of both a need-based grant and a need-merit scholarship, both designed to provide aid to low-income students in Connecticut. This dashboard displays various indicators on the Roberta Willis Scholarship Program in Connecticut, including both the need-based grant and the need-merit scholarship.

Tags: financial-aid, higher-education, roberta-willis, rwsp, scholarship
Organization: State of Connecticut
Department of Economic and Community Development- Connecticut Recovery Bridge Loan Program

This dataset lists all companies funded through the Connecticut Recovery Bridge Loan Program.

Information about the bridge loan program can be found here:  https://portal.ct.gov/DECD/Content/Coronavirus-Business-Recovery/CT-Recovery-Bridge-Loan-Program

Tags: business-assistance, covid-19, decd, economic-recovery, loan, small-business
Organization: State of Connecticut
Calls for Service 2012

This dataset reflects incidents that have been reported to the New Orleans Police Department in 2012. Data is provided by Orleans Parish Communication District (OPCD), the administrative office of 9-1-1 for the City of New Orleans. In the OPCD system, NOPD may reclassify or change the signal type for up to 36 hours after the incident is marked up. For information about an incident after this time period, citizens may request police reports from the NOPD Public Records Division.  In order to protect the privacy of victims, addresses are shown at the block level and the call types cruelty to juveniles, juvenile attachment and missing juvenile have been removed in accordance with the Louisiana Public Records Act, L.R.S. 44:1.  Map coordinates (X,Y) have been removed for the following call types: Aggravated Rape, Aggravated Rape - MA, Crime Against Nature, Mental Patient, Oral Sexual Battery, Prostitution, Sexual Battery, Simple Rape, Simple Rape - Male V, and Soliciting for Prost.Disclaimer: These incidents may be based upon preliminary information supplied to the Police Department by the reporting parties that have not been verified. The preliminary crime classifications may be changed at a later date based upon additional investigation and there is always the possibility of mechanical or human error. Therefore, the New Orleans Police Department does not guarantee (either expressed or implied) the accuracy, completeness, timeliness, or correct sequencing of the information and the information should not be used for comparison purposes over time. The New Orleans Police Department will not be responsible for any error or omission, or for the use of, or the results obtained from the use of this information. All data visualizations on maps should be considered approximate and attempts to derive specific addresses are strictly prohibited. The New Orleans Police Department is not responsible for the content of any off-site pages that are referenced by or that reference this web page other than an official City of New Orleans or New Orleans Police Department web page. The user specifically acknowledges that the New Orleans Police Department is not responsible for any defamatory, offensive, misleading, or illegal conduct of other users, links, or third parties and that the risk of injury from the foregoing rests entirely with the user. Any use of the information for commercial purposes is strictly prohibited. The unauthorized use of the words "New Orleans Police Department," "NOPD," or any colorable imitation of these words or the unauthorized use of the New Orleans Police Department logo is unlawful. This web page does not, in any way, authorize such use.

Tags: calls-for-service, crime, nopd, police
Organization: City of New Orleans
Calls for Service 2011

This dataset reflects incidents that have been reported to the New Orleans Police Department in 2011. Data is provided by Orleans Parish Communication District (OPCD), the administrative office of 9-1-1 for the City of New Orleans. In the OPCD system, NOPD may reclassify or change the signal type for up to 36 hours after the incident is marked up. For information about an incident after this time period, citizens may request police reports from the NOPD Public Records Division.  In order to protect the privacy of victims, addresses are shown at the block level and the call types cruelty to juveniles, juvenile attachment and missing juvenile have been removed in accordance with the Louisiana Public Records Act, L.R.S. 44:1.  Map coordinates (X,Y) have been removed for the following call types: Aggravated Rape, Aggravated Rape - MA, Crime Against Nature, Mental Patient, Oral Sexual Battery, Prostitution, Sexual Battery, Simple Rape, and Soliciting for Prost.Disclaimer: These incidents may be based upon preliminary information supplied to the Police Department by the reporting parties that have not been verified. The preliminary crime classifications may be changed at a later date based upon additional investigation and there is always the possibility of mechanical or human error. Therefore, the New Orleans Police Department does not guarantee (either expressed or implied) the accuracy, completeness, timeliness, or correct sequencing of the information and the information should not be used for comparison purposes over time. The New Orleans Police Department will not be responsible for any error or omission, or for the use of, or the results obtained from the use of this information. All data visualizations on maps should be considered approximate and attempts to derive specific addresses are strictly prohibited. The New Orleans Police Department is not responsible for the content of any off-site pages that are referenced by or that reference this web page other than an official City of New Orleans or New Orleans Police Department web page. The user specifically acknowledges that the New Orleans Police Department is not responsible for any defamatory, offensive, misleading, or illegal conduct of other users, links, or third parties and that the risk of injury from the foregoing rests entirely with the user. Any use of the information for commercial purposes is strictly prohibited. The unauthorized use of the words "New Orleans Police Department," "NOPD," or any colorable imitation of these words or the unauthorized use of the New Orleans Police Department logo is unlawful. This web page does not, in any way, authorize such use.

Tags: calls-for-service, crime, nopd, police
Organization: City of New Orleans
1.03 Patient Transfer of Care (dashboard)

<span style='margin:0px; padding:0px; font-kerning:none;'><span style='margin:0px; padding:0px;'>This operations dashboard shows historic and current data related to this performance measure. </span></span><span style='margin:0px; padding:0px;'> </span><div><span style='margin:0px; padding:0px;'><br /></span></div><div><span style='margin:0px; padding:0px;'><p style='margin:0in 0in 0.0001pt;'>The performance measure dashboard is available at <a href='https://safe-and-secure-communities-tempegov.hub.arcgis.com/pages/transfer-of-care' target='_blank' rel='nofollow ugc noopener noreferrer'>1.03 Patient Transfer of Care</a>.</p><p style='margin:0in 0in 0.0001pt;'> </p><p style='margin:0in 0in 0.0001pt;'><a href='https://gis.tempe.gov/design/data-dictionary/1.03%20Patient%20Transfer%20Heart%20Attack%20(summary)%20DD/' target='_blank' rel='nofollow ugc noopener noreferrer'>Data Dictionary</a><br /></p></span></div>

Tags: patient-transfer-of-care-pm-1-03, performance, safe-and-secure-communities
Organization: City of Tempe
1.21 Youth Drug Use and Misuse (summary)

<p>Identifies Tempe youth regarding substance misuse and other problematic youth behaviors, utilizing the Arizona Youth Survey that is administered by the Arizona Criminal Justice Commission, on behalf of the State of Arizona, biennially to Arizona 8th, 10th and 12th grade students. This alllows for data driven decision making to provide comprehensive youth substance use prevention educations to youth, parents, educators, and community stakeholders.&nbsp; This data also assist in creating goals and objectives to support Tempe youth along with securing grant funding from federal and state agencies.&nbsp;&nbsp;</p><p>This page provides data for the Youth Drug Use and Misuse performance measure.&nbsp;</p><p>The performance measure dashboard is available at&nbsp;<a href='https://safe-and-secure-communities-tempegov.hub.arcgis.com/pages/youth-drug-use-and-misuse' target='_blank' rel='nofollow ugc noopener noreferrer'>1.21 Youth Drug Use and Misuse</a></p><p><b>Additional Information</b></p><p>Source: Arizona Criminal Justice Commission Statistical Analysis Center<br />Contact: Bernadette Coggins<br />Contact E-Mail:&nbsp;<a href='mailto:Bernadette_Coggins@tempe.gov' target='_blank' rel='nofollow ugc noopener noreferrer'>Bernadette_Coggins@tempe.gov</a><br />Data Source Type: Excel; csv<br />Preparation Method: Data extracted from Arizona Youth Survey, then manually compiled by outcome<br />Publish Frequency: Every 2 years <br />Publish Method: Manual</p><p>Data Dictionary (update pending)</p>

Tags: alcohol, arizona-criminal-justice, arizona-youth-survey, marijuana, opioids-use, safe-and-secure-communities, tempe-youth, underage-drinking-and-drug-use, youth-substance-abuse-1-21, youth-substance-misuse
Organization: City of Tempe
3.05 Subsidized Housing (dashboard)

This operations dashboard shows historic and current data related to this performance measure.<div><br /></div><div><p style='margin:0in 0in 0.0001pt;'>The performance measure dashboard is available at <a href='https://quality-of-life-tempegov.hub.arcgis.com/pages/subsidized-housing' target='_blank' rel='nofollow ugc noopener noreferrer'>3.05 Subsidized Housing</a>.</p><p style='margin:0in 0in 0.0001pt;'> </p><p style='margin:0in 0in 0.0001pt;'><a href='https://gis.tempe.gov/design/data-dictionary/3.05%20Subsidized%20Housing%20Funding%20Usage%20(summary)/' target='_blank' rel='nofollow ugc noopener noreferrer'>Data Dictionary</a><br /></p></div>

Tags: community-resources, hud, human-services, quality-of-life, social-services, subsidized-housing-funding-usage-pm-3-05
Organization: City of Tempe