AndreaBozzo/ceres-open-data-index huggingface dataset:
Report on Evaluation of the Interaction-based Hazard Index Formula with Data on Trihalomethanes

The endpoints selected for evaluation of the HIINT formula were percent relative liver weight of mice (PcLiv) and the logarithm of ALT [Log(ALT)], where the log transformation was used to help stabilize the increases in variance with dose found in the ALT dataset.

Tags: binary-interaction-weight-of-evidence, chemical-mixtures, chemical-mixtures-risk-assessment, dose-addition, dose-additivity, hazard-index, interactions, mixture-effective-dose-estimation
Organization: U.S. Environmental Protection Agency
Raw data set for collaborative research with Univ of Toledo on BAF full-scale study

The dataset includes the results of DNA concentrations, barcode 16S information for DNA sequencing, and data analysis. 

This dataset is associated with the following publication:
Jeon, Y., l. li, M. Bhatia, H. Ryu, J. SantoDomingo, J. Brown, J. Goetz, and y. seo. Impacts of severe harmful algal blooms on bacterial communities in full-scale biological filtration systems for drinking water treatment.   SCIENCE OF THE TOTAL ENVIRONMENT. Elsevier BV, AMSTERDAM,  NETHERLANDS, 927: e171301, (2024).

Tags: bacterial-community-structure, biologically-active-filters, drinking-water-treatment-process, harmful-algal-bloom
Organization: U.S. Environmental Protection Agency
EpiSensA metadata

Metadata for peer-reviewed publication on the validation of the EpiSensA skin sensitization test. No EPA data. This dataset is not publicly accessible because: Non-EPA generated data collected by an external group. Data were not processed or analyzed by EPA staff. No EPA funding was used to collect the data. Only metadata required. It can be accessed through the following means: The manuscript will include a statement that data can be accessed upon request (by contacting the corresponding author, Hideyuki Mizumachi (mizumachi.hideyuki@kao.com)). Format: No EPA data. Only meta-data required. Data are organized in Exell files containing study data. 

This dataset is associated with the following publication:
Mizumachi, H., M. Watanabe, M. Ikezumi, M.  Kajiwara, M. Yasuda, M. Mizuno, N.  Imai, M. Sakuma, M. Shibata, S. Watanabe, J. Motoyama, D. Basketter, C. Eskes, S. Hoffmann, D. Lehmann, T. Ashikaga, T. Sozu, M. Takeyoshi, S. Suzuki, M. Miyazawa, and H. Kojima. The inter-laboratory validation study of EpiSensA for predicting skin sensitization potential.   JOURNAL OF APPLIED TOXICOLOGY. John Wiley & Sons, Ltd., Indianapolis, IN, USA,  510-525, (2023).

Tags: non-animal-test-method, reconstructed-human-epidermis, skin-sensitization, validation-study
Organization: U.S. Environmental Protection Agency
Using Zebrafish to Screen Developmental Toxicity of Per- and Polyfluoroalkyl Substances (PFAS)

Figure S1: BMC curves. 
Table S1: Fish assessments. 
Table S2: Data to make visualization of toxicity (Figure 3). 
Table S3: Data to make BMC curves. 

This dataset is associated with the following publication:
Britton, K., R. Judson, B. Hill, K. Jarema, J. Olin, B. Knapp, M. Lowery, M. Feshuk, J. Brown, and S. Padilla. Using Zebrafish to Screen Developmental Toxicity of Per- and Polyfluoroalkyl Substances (PFAS).   Toxics. MDPI, Basel,  SWITZERLAND, 12(7): 501, (2024).

Tags: benchmark-concentration, high-throughput-screening, in-vivo, larval-zebrafish, pfas, potency
Organization: U.S. Environmental Protection Agency
Spatial critical loads and other information from Coughlin et al. 2023.

Data provided in this repository are compiled Forest Inventory and Analysis program data that are reflective of the data used in the Coughlin et al. (2024) publication. These data include compiled growth and survival probability data used to model these relationships against N deposition. A metadata file is also included. 

Tags: air-pollution, critical-loads, naaqs, nitrogen-and-co-pollutants, trees
Organization: U.S. Environmental Protection Agency
Conley 2024 Maternal and neonatal effects of PFMOAA Dataset

Dataset includes summary statistics (mean, standard error, sample size) for all endpoints measured and reported from the the experiments described in the published manuscript. 

This dataset is associated with the following publication:
Conley, J., C. Lambright, N. Evans, J. Bangma, J. Ford, D. Jenkins-Hill, E. Medlock Kakaley, and L. Gray. Maternal and neonatal effects of maternal oral exposure to perfluoro-2-methoxyacetic acid (PFMOAA) during pregnancy and early lactation in the Sprague-Dawley rat.   ENVIRONMENTAL SCIENCE & TECHNOLOGY. American Chemical Society, Washington, DC, USA, 58(2): 1064-1075, (2024).

Tags: developmental-toxicology, liver-toxicity, per-and-polyfluoroalkyl-substances-pfas
Organization: U.S. Environmental Protection Agency
Stability and Reactivity of Per- and Polyfluoroalkyl Substances in Solvents Relevant to Environmental and Toxicological Analysis

Data belongs to Detlef Knappe's research group at North Carolina State University, as this study was that of PhD students and postdoctoral researches from his laboratory. This dataset is not publicly accessible because: Non-EPA generated data. It can be accessed through the following means: Non-EPA generated data. Format: Non-EPA generated data. 

This dataset is associated with the following publication:
Liberatore, H., A. McElroy, C. Zhang, N.L. Alexander, and D. Knappe. Stability of Per- and Polyfluoroalkyl Substances in Solvents Relevant to Environmental and Toxicological Analysis.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY. American Chemical Society, Washington, DC, USA,  na, (2021).

Tags: per-and-polyfluoroalkyl-substances-pfas
Organization: U.S. Environmental Protection Agency
Pseudo-Probabilistic Framework Demonstration Datasets 2024

Raw data sources and link to supplementary demonstration results data. 

This dataset is associated with the following publication:
Harwell, L., C. McMillion, A. Lamper, and J.K. Summers. Development of a generalized pseudo-probabilistic approach for characterizing ecological conditions in estuaries using secondary data.   ENVIRONMENTAL MONITORING AND ASSESSMENT. Springer, New York, NY, USA, 196(8): 753, (2024).

Tags: assessment, estuary, ncca, probabilistic, secondary-data
Organization: U.S. Environmental Protection Agency
Metadata spreadsheet for selection of weightings used in Eco-wellbeing network tool

The associated spreadsheet and report summarize details on assignment of link weights for the generic eco-wellbeing network.  Additional detail can be found in published reports and peer review papers cited in the associated article. 

This dataset is associated with the following publication:
Fulford, R., and E. Paulukonis. Eco-decisional well-being networks as a tool for community decision support.   Frontiers in Ecology and Evolution. Frontiers, Lausanne,  SWITZERLAND, 12: 1210154, (2024).

Tags: decisiion-support, eco-wellbeing-network, human-well-being, network-based-tools
Organization: U.S. Environmental Protection Agency
MTA Subway Turnstile Usage Data: 2020

This retired dataset contains information on entry/exit values for individual control areas and is posted purely for archival purposes. More detailed subway ridership data is now supported through the Subway hourly dataset (https://data.ny.gov/Transportation/MTA-Subway-Hourly-Ridership-Beginning-February-202/wujg-7c2s).

Tags: airtrain, airtrain-jfk, customers, fares, metrocard, new-york-city-transit, nyct, passengers, path, port-authority-trans-hudson, ridership, roosevelt-island-tramway, sir, staten-island-railway, stations, subway, subway-stations, tram, turnstiles, weekly
Organization: State of New York
JJPOC Equity Dashboard - Detention

This dashboard provides aggregate, descriptive statistics that enable policymakers and public users access to juvenile justice system trends organized by demographic groupings. The dashboard sources data from juvenile justice proceedings throughout the state of Connecticut and provides information to users statewide. The dashboard uses the following four juvenile justice indicators to present equity measures at critical decision points in Connecticut's juvenile justice system: Delinquent Referrals, Detention, Non-Judicial Handling, and Disposition of First-Time Felony.

Tags: cjppd, cssd, equity, jjpoc, juvenile-justice
Organization: State of Connecticut
Senior Center ARPA Allocation Calculations by Town

American Rescue Plan funds are available to support senior centers in Connecticut! Letters were sent to municipal leaders regarding this funding and we encourage both municipal and non-profit senior centers to take advantage of this exciting funding opportunity.  

The state is making $9 million of this funding available for municipalities to support their local senior centers through:

Facility improvements, which can cover a variety of capital improvements, including air and HVAC systems, lighting, accessibility features, vehicle acquisition, maintenance, and repurposing; and Programming, which can include the acquisition of program registration software, web design renovation capability, extended senior center hours, special or focused entertainment or programming, while also encompassing expanded staff hours to support those programs, when applicable.

Tags: aging, arpa, senior-centers
Organization: State of Connecticut
QCEW by NAICS (2 level) and Towns

Quarterly Census of Employment and Wages (QCEW) by NAICS (2 level) and Towns.

Source:  Connecticut Department of Labor Quarterly Census of Employment and Wages (QCEW).  QCEW data is regularly reviewed to correct and/or update industry (NAICS) codes that no longer reflect the ongoing business activity of a firm. Because of these corrections, in some cases changes from year to year may over or understate the actual changes occurring within the industry sector.   Any questions regarding this data may directed to dol.lmi@ct.gov

Tags: 2-level-naics, employment-by-town, naics, qcew, sector, town
Organization: State of Connecticut
ARCHIVED - CT DPH Influenza and COVID-19 Syndromic Surveillance by Week

Syndromic surveillance provides public health officials with a timely system for detecting, understanding, and monitoring health events. By tracking symptoms of patients in emergency departments—before a diagnosis is confirmed—public health can detect unusual levels of illness.

Syndromic data can serve as an early warning system for public health concerns such as influenza and COVID-19 outbreaks.  

These data represent the percent of emergency department and urgent care visits related to Influenza Like Illness or COVID Like Illness.  

Additional Syndromic Surveillance information can be found at https://www.cdc.gov/nssp/overview.html.

Tags: ct-dph, syndromic-surveillance, sys
Organization: State of Connecticut
Consumer Complaint Database

The Consumer Complaint Database is a collection of complaints about consumer financial products and services that we sent to companies for response. Complaints are published after the company responds, confirming a commercial relationship with the consumer, or after 15 days, whichever comes first. Complaints referred to other regulators, such as complaints about depository institutions with less than $10 billion in assets, are not published in the Consumer Complaint Database. The database generally updates daily.

Tags: bank-account, bank-service, complaint, consumer, credit-card, credit-report, debt-collection, finance, loan, money-transfer, mortgage, student-loan
Organization: Consumer Financial Protection Bureau
Department of Labor, Office of Research (Current Employment Statistics NSA 1990 - Current)

Historical Employment Statistics 1990 - current.
The Current Employment Statistics (CES) more information program provides the most current estimates of nonfarm employment, hours, and earnings data by industry (place of work) for the nation as a whole, all states, and most major metropolitan areas. The CES survey is a federal-state cooperative endeavor in which states develop state and sub-state data using concepts, definitions, and technical procedures prescribed by the Bureau of Labor Statistics (BLS). Estimates produced by the CES program include both full- and part-time jobs. Excluded are self-employment, as well as agricultural and domestic positions. In Connecticut, more than 4,000 employers are surveyed each month to determine the number of the jobs in the State. For more information please visit us at http://www1.ctdol.state.ct.us/lmi/ces/default.asp.

Tags: ces, earnings, employment, historical, jobs
Organization: State of Connecticut
Juvenile Justice Policy and Oversight Committee (JJPOC) Equity Dashboard

This dashboard provides aggregate, descriptive statistics that enable policymakers and public users access to juvenile justice system trends organized by demographic groupings. The dashboard sources data from juvenile justice proceedings throughout the state of Connecticut and provides information to users statewide. The dashboard uses the following four juvenile justice indicators to present equity measures at critical decision points in Connecticut's juvenile justice system: Delinquent Referrals, Detention, Non-Judicial Handling, and Disposition of First-Time Felony.

Tags: cjppd, cssd, equity, jjpoc, juvenile-justice
Organization: State of Connecticut
JJPOC Equity Dashboard - Disposition of First-Time Felony

This dashboard provides aggregate, descriptive statistics that enable policymakers and public users access to juvenile justice system trends organized by demographic groupings. The dashboard sources data from juvenile justice proceedings throughout the state of Connecticut and provides information to users statewide. The dashboard uses the following four juvenile justice indicators to present equity measures at critical decision points in Connecticut's juvenile justice system: Delinquent Referrals, Detention, Non-Judicial Handling, and Disposition of First-Time Felony.

Tags: cjppd, cssd, equity, jjpoc, juvenile-justice
Organization: State of Connecticut
CT_Towns_County_DCF_2014

This file contains boundaries for each Town in the state, including the DCF Region and Area Office responsible for providing services to each Town.  This data is as of 7/1/2014, is unlikely to change frequently, and will be updated with any change to the catchment zones.

Tags: area-office, dcf, department-of-children-and-families, office, region, town
Organization: State of Connecticut
CT Occupational Employment & Wages (OES) - 2022-Q1

The Connecticut Occupational Employment and Wage data provides employment and wage data by occupation and is based on the results of the Occupational Employment Statistics (OES) survey. The OES program conducts a bi-annual mail survey designed to produce estimates of employment and wages for over 800 occupations. These estimates are generated at the national, state, and metropolitan area levels. For more information, please visit us at http://www1.ctdol.state.ct.us/lmi/wages/default.asp.

Tags: ct, occupational-employment-wages, oes, wage
Organization: State of Connecticut
Average Daily Traffic Counts - 2006

This dataset is historical. For recent data, we recommend using https://chicagotraffictracker.com. -- Average Daily Traffic (ADT) counts are analogous to a census count of vehicles on city streets. These counts provide a close approximation to the actual number of vehicles passing through a given location on an average weekday. Since it is not possible to count every vehicle on every city street, sample counts are taken along larger streets to get an estimate of traffic on half-mile or one-mile street segments. ADT counts are used by city planners, transportation engineers, real-estate developers, marketers and many others for myriad planning and operational purposes.
Data Owner: Transportation.
Time Period: 2006.
Frequency: A citywide count is taken approximately every 10 years. A limited number of traffic counts will be taken and added to the list periodically.
Related Applications: Traffic Information Interactive Map (http://webapps.cityofchicago.org/traffic/).

Tags: historical, streets, sustainability, traffic
Organization: City of Chicago
Photogrammetry-derived orthoimagery and elevation data for Kongiganak, Alaska, collected June 7, 2023

Photogrammetry-derived orthoimagery and elevation data for Kongiganak, Alaska, collected June 7, 2023, Raw Data File 2024-20, provides low-altitude aerial images from an unmanned aerial vehicle (UAV) in the community of Kongiganak, Alaska, on June 7, 2023. We used Structure-from-Motion (SfM) photogrammetry to produce two digital surface models (DSM) and two orthorectified images. The populated areas of Kongiganak were the focus of the primary aerial survey, while the secondary aerial survey covered the landfill to the northwest of the community. The orthoimage and elevation data are useful for assessing riverine hazards and changes over time. All files can be downloaded from the Alaska Division of Geological & Geophysical Surveys website (http://doi.org/10.14509/31288).

Tags: coastal, coastal and river, coastal erosion, coastal plain, dggs, digital elevation model, digital surface model (dsm), elevation, emergency preparedness, engineering, engineering geology, erosion, geologic, geologic hazards, geological process, geology, geomorphology, geophysics, geotechnical, hazards, kongiganak, kongnignanohk river, marine geology, raster image, remote sensing, southwest alaska, structure from motion, surface, surficial, surficial geology, topography, yukon-kuskokwim delta
Organization: State of Alaska
Photogrammetry-derived orthoimagery and elevation data for Stebbins, Alaska, collected July 10, 2022

Photogrammetry-derived orthoimagery and elevation data for Stebbins, Alaska, collected July 10, 2022, Raw Data File 2024-23, provides low-altitude aerial images from an unmanned aerial vehicle (UAV) in the community of Stebbins, Alaska, on July 10, 2022. We used Structure-from-Motion (SfM) photogrammetry to produce a digital surface model (DSM) and orthoimagery. The orthoimage and elevation data are useful for assessing riverine hazards and changes over time. All files can be downloaded from the Alaska Division of Geological & Geophysical Surveys website (http://doi.org/10.14509/31291).

Tags: coastal, coastal and river, coastal erosion, coastal plain, dggs, digital elevation model, digital surface model (dsm), elevation, emergency preparedness, engineering, engineering geology, erosion, flood, floodplain, geologic, geologic hazards, geological process, geology, geomorphology, geophysics, geotechnical, hazards, marine geology, norton sound, raster image, remote sensing, stebbins, surface, surficial, surficial geology, topography
Organization: State of Alaska
Photogrammetry-derived orthoimagery and elevation data for Saint Michael, Alaska, collected July 8, 2022

Photogrammetry-derived orthoimagery and elevation data for Saint Michael, Alaska, collected July 8, 2022, Raw Data File 2024-22, provides low-altitude aerial images from an unmanned aerial vehicle (UAV) in the community of Saint Michael, Alaska, on July 8, 2022. We used Structure-from-Motion (SfM) photogrammetry to produce a digital surface model (DSM) and orthoimagery. The orthoimage and elevation data are useful for assessing riverine hazards and changes over time. All files can be downloaded from the Alaska Division of Geological & Geophysical Surveys website (http://doi.org/10.14509/31290).

Tags: coastal, coastal and river, coastal erosion, coastal plain, dggs, digital elevation model, digital surface model (dsm), elevation, emergency preparedness, engineering, engineering geology, flood, floodplain, geologic, geologic hazards, geological process, geology, geomorphology, geophysics, geotechnical, hazards, norton sound, raster image, remote sensing, saint michael, surface, surficial, surficial geology, topography
Organization: State of Alaska
Photogrammetry-derived orthoimagery and elevation data for Tununak, Alaska, collected September 13, 2022

Photogrammetry-derived orthoimagery and elevation data for Tununak, Alaska, collected September 13, 2022, Raw Data File 2024-25, provides low-altitude aerial images from an unmanned aerial vehicle (UAV) in the community of Tununak, Alaska, on September 13, 2022. We used Structure-from-Motion (SfM) photogrammetry to produce a digital surface model (DSM) and orthoimagery. The orthoimage and elevation data are useful for assessing coastal and riverine hazards and changes over time. All files can be downloaded from the Alaska Division of Geological & Geophysical Surveys website (http://doi.org/10.14509/31293).

Tags: coastal, coastal and river, coastal erosion, coastal plain, dggs, digital elevation model, digital surface model (dsm), elevation, emergency preparedness, engineering, engineering geology, erosion, flood, floodplain, geologic, geologic hazards, geological process, geology, geomorphology, geophysics, geotechnical, hazards, hazen bay, marine geology, raster image, remote sensing, surface, surficial, surficial geology, topography, tununak, tununak river
Organization: State of Alaska
Photogrammetry-derived orthoimagery and elevation for Kivalina, Alaska, collected August 21 and 23, 2023

Photogrammetry-derived orthoimagery and elevation for Kivalina, Alaska, collected August 21 and 23, 2023, Raw Data File 2024-19, provides low-altitude aerial images from an unmanned aerial vehicle (UAV) in the community of Kivalina, Alaska, on August 21 and 23, 2023. We used Structure-from-Motion (SfM) photogrammetry to produce a digital surface model (DSM) and orthorectified imagery. The orthoimage and elevation data are useful for assessing riverine hazards and changes over time. This data collection is released as a Raw Data File with an open end-user license. All files can be downloaded from the Alaska Division of Geological & Geophysical Surveys website (http://doi.org/10.14509/31287).

Tags: chukchi sea, city of kivalina, coastal, coastal and river, coastal erosion, coastal plain, dggs, digital elevation model, digital surface model (dsm), elevation, emergency preparedness, engineering, engineering geology, geologic, geologic hazards, geological process, geology, geomorphology, geotechnical, hazards, kasigiaglik bar, kilogorak spit, kivalina, kivalina lagoon, northwest arctic borough, raster image, remote sensing, singauk entrance, structure from motion, surface, surficial, surficial geology, topography, wulik river
Organization: State of Alaska
Photogrammetry-derived orthoimagery and elevation data for Kwigillingok, Alaska, collected June 18-19, 2022

Photogrammetry-derived orthoimagery and elevation data for Kwigillingok, Alaska, collected June 18-19, 2022, Raw Data File 2024-21, provides low-altitude aerial images from an unmanned aerial vehicle (UAV) in the community of Kwigillingok, Alaska, on June 18 and 19, 2022. We used Structure-from-Motion (SfM) photogrammetry to produce a digital surface model (DSM) and orthoimagery. The orthoimage and elevation data are useful for assessing riverine hazards and changes over time. All files can be downloaded from the Alaska Division of Geological & Geophysical Surveys website (http://doi.org/10.14509/31289).

Tags: coastal and river, dggs, digital elevation model, digital surface model (dsm), elevation, emergency preparedness, engineering, engineering geology, flood, floodplain, geologic, geologic hazards, geological process, geology, geomorphology, geotechnical, hazards, kwigillingok, kwigillingok river, raster image, remote sensing, southwest alaska, surface, surficial, surficial geology, topography, yukon-kuskokwim delta
Organization: State of Alaska