AndreaBozzo/ceres-open-data-index huggingface dataset:
Veterans Utilization Profile FY18 - Fig 7, Participation by Race/Ethnicity - FY2018

Rate of Use by Race/Ethnicity, any VA program - FY2018. Data underlying the sixth figure of Part 1 of the FY2018 Utilization Profile, a report on Veterans' use of VA benefits and services.

Tags: utilization, veteran-benefits, veterans, veterans-benefits
Organization: Department of Veterans Affairs
DWSD CSO Event Data

Detroit Water &amp; Sewerage waste water discharge event location data (2008-2014). 

Information on location and function of various structures involved with discharging effluent collected by the Detroit Water &amp; Sewerage Department. Combined sewer overflow (CSO) discharge event data from 2008-2014 (2014 data are recorded through June) is available (data are to be interpreted in millions of gallons).

Tags: combined-sewer-overflow, cso, detroit-river, discharge, dwwtp, environment, health, overflow, pollution, rouge-river, sewage, sewer, waste, waste-water-treatment-plant, water
Organization: City of Ferndale, Michigan
Veterans Utilization Profile FY18 - Fig 6, Rates of Use within Age Groups by Gender - FY2018

VA Program Use Rates within Age Groups by Gender - FY2018. Data underlying the fifth figure of Part 1 of the FY2018 Utilization Profile, a report on Veterans' use of VA benefits and services.

Tags: utilization, veteran-benefits, veterans, veterans-benefits
Organization: Department of Veterans Affairs
CollegeEnrollment12m 20162017 byMICongDist  20190722

<span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'>This dataset contains college enrollment information, for Michigan's Congressional Districts, for the state of Michigan. College enrollment was defined as the number of public high school students who graduated in 2017, who enrolled in a college or university within 12 months of their high school graduation. This dataset includes enrollment in two-year and four-year institutions of higher education.</span><div><span style='font-family: &quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif; font-size: 16px;'><br /></span></div><div><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size: 16px;'>Click </span></font><a href='#datadrivendetroit.org/metadata/CollegeEnrollment12m_2017_byCongressionalDistrict_Metadata_20190722.xlsx' target='_blank'>here </a><font face='Avenir Next W01, Avenir Next W00, Avenir Next, Avenir, Helvetica Neue, sans-serif'><span style='font-size: 16px;'>for metadata (descriptions of the fields).</span></font><br /></div>

Tags: education
Organization: City of Ferndale, Michigan
Texas Department of Transportation Traffic Safety Data Portal: Impaired Driving

See impaired driving traffic fatality trending data and peak traffic fatality days and hours data.

Tags: celebration, data, days, downward, drive, drivers, dui, early, fatalities, fatality, hours, infographic, no, peak, project, reaching, regrets, reversal, safety, sober, texas, traffic, trend, txdot, unsafe, visualization, young
Organization: City of Austin
Developments with Housing Subsidies 2016

Data was obtained from the National Housing Preservation Database, including a count of properties participating in subsidized housing programs in 2016. Data was obtained for the Housing section of Little Ceasar's Arena District Needs Assessment.<div><br /></div><div>Click <a href='http://www.datadrivendetroit.org/metadata/Developments_with_Housing_Subsidies_2016_Metadata.xlsx' target='_blank'>here</a> for metadata (descriptions of the fields).<br /></div>

Tags: property
Organization: City of Ferndale, Michigan
Head Start Locations 2016

The Office of Head Start within the U.S. Department of Health and Human Services, provided location information for all Early Head Start and Head Start centers in the State of Michigan. Data was obtained for the Education section of Little Caesar's Arena District Needs Assessment.<div><br /></div><div>Click <a href='http://www.datadrivendetroit.org/metadata/Head_Start_Locations_2016_Metadata.xlsx' target='_blank'>here</a> for metadata (descriptions of the fields).<br /></div>

Tags: education
Organization: City of Ferndale, Michigan
LicensedChildCenters by MISenate 20180920

This dataset contains Michigan Senate district level information for licensed child care facilities in the State of Michigan. A count of programs, type of programs, and capacity per program is included in the dataset. Program point data was obtained from Great Start to Quality and aggregated to Michigan Senate district level by Data Driven Detroit in September 2018.

Tags: children, education, licensed-child-center, michigan-senate-district
Organization: City of Ferndale, Michigan
LicensedChildCenters by MIHouseOfReps 20180920

This dataset contains Michigan House of Representative district level information for licensed child care facilities in the State of Michigan. A count of programs, type of programs, and capacity per program is included in the dataset. Program point data was obtained from Great Start to Quality and aggregated to Michigan House of Representative district level by Data Driven Detroit in September 2018.

Tags: children, education, licensed-child-center, michigan-house-of-representative-district
Organization: City of Ferndale, Michigan
Neighborhood Change Index Variables 20181010

This layer includes the variables (by 2010 census block) used in the Neighborhood Change Index created by Data Driven Detroit in October 2018 for the Turning the Corner project. The final neighborhood change index was created using the average scores of five factors, which were made up of various combinations of these variables.

Tags: blocks, neighborhood, neighborhood-change, turning-the-corner, variables
Organization: City of Ferndale, Michigan
Direct inactivation of aerosolized viral indicators on the electrically heatable face masksces

This excel file includes raw data obtained from all virus inactivation experiments. Recorded individual experiment in a separate datasheet. There are two summary spreadsheets as well. Portions of this dataset are inaccessible because: Non-microbial experiments for this study were performed in University of Cincinnati. Professor Ryan Chae in Univ of Cincinnati has managed the project and owns those data. They can be accessed through the following means: Directly contact Professor Ryan Chae. Format: Scanning electron microscope (SEM) images and IR images of electrically heatable masks. 

This dataset is associated with the following publication:
Kim , H., Y. Fang, Y. Oh, V. Shanov, H. Ryu, and S. Chae. Engineered Electrically Heatable Face Masks for Direct Inactivation of Aerosolized Viruses on the Mask Surfaces.   ACS ES&T Engineering. American Chemical Society, Washington, DC, USA, 4(2): 401–408, (2024).

Tags: electrically-heatable-carbon-veil-layer, joule-heating, reusable-face-mask
Organization: U.S. Environmental Protection Agency
Legionella pneumophila inactivation results using germicidal UV-LEDs

These data include all the raw data in three Excel files. The first Excel file entitled "UV-LED Data" contains several datasheets was prepared separately for each test run with three different strains of Legionella pneumophila. The second and third files "Linear Regression Data" and "ANCOVA Data" were prepared for each strain of L. pneumophila to calculate statistics such as regression analysis and analysis of covariance, respectively. 

This dataset is associated with the following publication:
Oh, Y., J. Sangsanont, H. Woo, L. Boczek, K. Linden, and H. Ryu. Inactivation efficacy and mechanisms of wavelength-specific UV sources for various strains of Legionella pneumophila serogroup 1.   SCIENCE OF THE TOTAL ENVIRONMENT. Elsevier BV, AMSTERDAM,  NETHERLANDS, 907: 167781, (2024).

Tags: electrical-energy-efficiency, inactivation-kinetics, inactivation-mechanisms, multiple-wavelength-uv-leds, opportunistic-premise-plumbing-pathogens
Organization: U.S. Environmental Protection Agency
Reef structure of the Florida Reef Tract for the period 2005-2020

This study was performed to document changes in reef structure over time (2005-2020) and space (Ft. Lauderdale to Dry Tortugas) using demographic, or colony-based, measures of colony size and shape collected by the Florida Reef Resilience Program.  The total number and combined size of colonies across the entire region were calculated from this robust dataset as were estimates of services provided for fish habitat and carbonate storage.  Data from 2005 to 2020 were analyzed to describe the abundance, size, and morphological complexity of stony coral colonies forming the biogenic reef. Colony height, footprint, surface area, and volume summed for 6016 transects were used to describe reef structure and averages were used to characterize the components that contributed to the structure. Nearly 150,000 colonies representing 49 species were reported during this period. 

This dataset is associated with the following publication:
Fisher, W. Reef structure of the Florida Reef Tract for the period 2005-2020.   ENVIRONMENTAL MONITORING AND ASSESSMENT. Springer, New York, NY, USA, 195(10): 1242, (2023).

Tags: coral, coral-size, demographics, florida-reef-resilience-program, florida-reef-tract
Organization: U.S. Environmental Protection Agency
Analysis of volatile and semi-volatile perfluoroalkyl substances (PFAS) in industrially contaminated soils

In the current study, soils obtained from a collaboration with a fluorotelomer-based polymer manufacturing facility in New Jersey, USA were subjected to both targeted and non-targeted analysis of PFCA precursors.  Surface soil samples were screened for twenty-two volatile PFAS precursors using GC-positive chemical ionization (PCI)-MS (targeted) including eight nFTOHs, four secondary FTOHs (sFTOHs), six FT-acrylates (FT-Acrs) and four FT-acetates (Table S1) as well as the concentrations of their terminal transformation products (i.e., PFCAs, n=16) determined by LC-MS/MS.  Targeted analysis confirmed the presence of these series, specifically the nFTOHs, and non-targeted analysis highlighted additional known and novel industrial manufacturing by-products likely unintentionally produced during the FT-polymerization process. 

This dataset is associated with the following publication:
Henderson, W., M. Evich, J. Washington, T. Ward, B. Schumacher, J. Zimmerman, Y. Kim, E. Weber, A. Williams, M. Smeltz, and D. Glinski. Analysis of Legacy and Novel Neutral Per- and Polyfluoroalkyl Substances in Soils from an Industrial Manufacturing Facility.   ENVIRONMENTAL SCIENCE & TECHNOLOGY. American Chemical Society, Washington, DC, USA, 58(24): 10729–10739, (2024).

Tags: contaminated-soils, fluorotelomer-alcohols, pfas-precursors, volatile-pfas
Organization: U.S. Environmental Protection Agency
Structural Malformations in Brain Accompany Developmental Perchlorate Exposure in Rodents

Structural defects in the rat brain associated with maternal exposure to ammonium perchlorate accompanied reductions in circulating levels of thyroid hormone in the dam and the fetus. The magnitude of the effect was small relative to other thyroid hormone disruptors, but his was due to the lack of sufficient bioavailability of perchlorate to the nursing neonate. When pups were administered perchlorate directly for the first 6 days of life or if perchlorate was administered under conditions of maternal dietary iodine deficiency, very large brain malformations were induced. 

This dataset is associated with the following publication:
Gilbert, M., K. O'Shaughnessy, K. Bell, and J. Ford. Structural Malformations in the Neonatal Rat Brain Accompany Developmental Exposure to Ammonium Perchlorate.   Toxics. MDPI, Basel,  SWITZERLAND, 11(12): 1027, (2023).

Tags: adverse-outcome-pathways-aops, childrens-environmental-health, developmental-neurotoxicity, endocrine-disrupting-chemicals, environmental-justice, in-vivo, thyroid
Organization: U.S. Environmental Protection Agency
Narragansett Bay hypoxia history core locations

Table providing the date, time and locations of sediment cores used in this study. 

This dataset is associated with the following publication:
Boothman, W.S., and L. Coiro. Modern history of hypoxia in Narragansett Bay: The geochemical record.   SCIENCE OF THE TOTAL ENVIRONMENT. Elsevier BV, AMSTERDAM,  NETHERLANDS, 953: 176007, (2024).

Tags: greenwich-bay, latitude, longitude, narragansett-bay, providence-river, sediment-cores, sediments
Organization: U.S. Environmental Protection Agency
Narragansett  Bay hypoxia history core Pb210 dating

Prep and counting data and calculations used for radiochemical dating of sediment core samples. 

This dataset is associated with the following publication:
Boothman, W.S., and L. Coiro. Modern history of hypoxia in Narragansett Bay: The geochemical record.   SCIENCE OF THE TOTAL ENVIRONMENT. Elsevier BV, AMSTERDAM,  NETHERLANDS, 953: 176007, (2024).

Tags: cic, crs, dating, greenwich-bay, narragansett-bay, pb-210, providence-river, radiochemical
Organization: U.S. Environmental Protection Agency
Narragansett  Bay hypoxia history core metals data

Data and calculations for analyses of metals in sediment cores. 

This dataset is associated with the following publication:
Boothman, W.S., and L. Coiro. Modern history of hypoxia in Narragansett Bay: The geochemical record.   SCIENCE OF THE TOTAL ENVIRONMENT. Elsevier BV, AMSTERDAM,  NETHERLANDS, 953: 176007, (2024).

Tags: al, cr, cu, fe, greenwich-bay, mn, mo, narragansett-bay, ni, providence-river, zn
Organization: U.S. Environmental Protection Agency
Narragansett  Bay hypoxia history core C & N data

Carbon and nitrogen concentrations and isotopic fractionation in sediment cores. 

This dataset is associated with the following publication:
Boothman, W.S., and L. Coiro. Modern history of hypoxia in Narragansett Bay: The geochemical record.   SCIENCE OF THE TOTAL ENVIRONMENT. Elsevier BV, AMSTERDAM,  NETHERLANDS, 953: 176007, (2024).

Tags: carbon, greenwich-bay, narragansett-bay, nitrogen, providence-river, stable-isotopes
Organization: U.S. Environmental Protection Agency
Texas Department of Transportation Traffic Safety Data Portal: Statewide

See statewide traffic fatality trending data and statewide maps data.

Tags: age, alcohol, area, average, click, clock, comparison, contributing, covid-19, crash, data, days, deadly, distracted, drive, driver, dui, effect, emphasis, factors, fatalities, fatality, gap, gender, growing, infographic, injuries, month, motorcycle, moving, october, pedestrian, rate, road, rural, safety, speed, state, texas, ticket, times, traffic, trend, txdot, types, urban, visualization, week, work, zone
Organization: City of Austin
Medicaid CY2017 byBlockGroup 20181106

This dataset contains Medicaid data from patients under 18 years of age, by U.S. Census Block Group, in Michigan in 2017. This dataset contains percentage of visits to the Emergency Room, Hospital, and Urgent Care, noting Asthma and Diabetes patients. Medicaid data was provided by the Michigan Department of Health and Human Services (MDHHS) to Data Driven Detroit in 2018. Data Driven Detroit aggregated the dataset for a statewide analysis. Null values represent no Medicaid data or suppressed numbers (smaller than 6) to protect the information of individuals.<div><br /></div><div>Click <a href='https://www.datadrivendetroit.org/metadata/Medicaid_CY2017_byBlockGroup_Metadata__20181106.xlsx' target='_blank' rel='nofollow ugc noopener noreferrer'>here </a>for metadata (descriptions of the fields).<br /></div>

Tags: block_group, health
Organization: City of Ferndale, Michigan
Grocery Stores

Data Driven Detroit created the data by selecting locations from NETS and ESRI business data with proper NAICS codes, then adding and deleting though local knowledge and confirmation with Google Streetview. These locations are Grocery stores which primarily sell food and don't include convenience stores. Visual confirmation cues included the existence of the word &quot;grocery&quot; in the name, or the presence of shopping carts.

Tags: amenities, detroit, food, food-access, food-desert, grocery, property-land-use-and-housing, stores
Organization: City of Ferndale, Michigan
Medicaid CY2017 byMICongressionalDistrict 20181106

This dataset contains Medicaid data from patients under 18 years of age, by congressional district, in Michigan in 2017. This dataset contains percentage of visits to the Emergency Room, Hospital, and Urgent Care, noting Asthma and Diabetes patients. Medicaid data was provided by the Michigan Department of Health and Human Services (MDHHS) to Data Driven Detroit in 2018. Data Driven Detroit aggregated the dataset for a statewide analysis. Null values represent no Medicaid data or suppressed numbers (smaller than 6) to protect the information of individuals. <div><br /></div><div>Click <a href='https://www.datadrivendetroit.org/metadata/Medicaid_CY2017_byCongressionalDistrict_Metadata__20181106.xlsx' target='_blank' rel='nofollow ugc noopener noreferrer'>here </a>for metadata (descriptions of the fields).</div>

Tags: congressional_dsistrict, health
Organization: City of Ferndale, Michigan
Medicaid CY2017 byCounty 20181106

This dataset contains Medicaid data from patients under 18 years of age, by county, in Michigan in 2017. This dataset contains percentage of visits to the Emergency Room, Hospital, and Urgent Care, noting Asthma and Diabetes patients. Medicaid data was provided by the Michigan Department of Health and Human Services (MDHHS) to Data Driven Detroit in 2018. Data Driven Detroit aggregated the dataset for a statewide analysis. Null values represent no Medicaid data or suppressed numbers (smaller than 6) to protect the information of individuals.<div><br /></div><div>Click <a href='https://www.datadrivendetroit.org/metadata/Medicaid_CY2017_byCounty_Metadata__20181106.xlsx' target='_blank' rel='nofollow ugc noopener noreferrer'>here </a>for metadata (descriptions of the fields).<br /></div>

Tags: county, health
Organization: City of Ferndale, Michigan
Korean War Veterans by State, FY 2020 (VetPop Model 2018)

Korean War Veterans by State, FY 2020. Dataset created from an Esri shapefile. Source: VetPop 2018 Model (for the Korean War veteran counts), and an Esri feature class of state polygons. This data set supports the Korean War data story at: https://www.datahub.va.gov/stories/s/7wja-85c3

Tags: korean-conflict, korean-war, veteran-population, veterans
Organization: Department of Veterans Affairs
Veterans Utilization Profile FY18 - Table 1, Participation Trend by Gender FY 2008-2019

Participation Trend by Gender FY 2008-2019.  Reports number of participants in one or more VA programs. Data underlying the first table of Part 1 of the FY2018 Utilization Profile, a report on Veterans' use of VA benefits and services.

Tags: utilization, veteran-benefits, veterans, veterans-benefits
Organization: Department of Veterans Affairs
Veterans Utilization Profile FY18 - Fig 4, Trend in Rate of Users by Gender over Time

Trend in Rate of Users by Gender over Time, FY 2009 - 2018. Data underlying the third figure of Part 1 of the FY2018 Utilization Profile, a report on Veterans' use of VA benefits and services.

Tags: utilization, veteran-benefits, veterans, veterans-benefits
Organization: Department of Veterans Affairs
Veterans Utilization Profile FY18 - Fig 3, Trend in Rate of Users over Time

Trend in the number and rate of veterans who used any benefit versus those who used none, FY 2009-2018. Data underlying the first figure of Part 2 of the FY2018 Utilization Profile, a report on Veterans' use of VA benefits and services.

Tags: utilization, veteran-benefits, veterans, veterans-benefits
Organization: Department of Veterans Affairs
41038 / ILM2 5 miles SE of Wrightsville Beach, NC - sea_surface_wave_period_at_variance_spectral_density_maximum

Full set of archive data from (41038 / ILM2) 5 miles SE of Wrightsville Beach, NC

Tags: axiom data science, depth, in situ ocean-based platforms, latitude, longitude, oceans, sea_surface_wave_period_at_variance_spectral_density_maximum, time
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Herder toxicity data

Aquatic toxicity of chemical herding agents to multiple species. 

This dataset is associated with the following publication:
Alloy, M., D. Sundaravadivelu, B. Moso, P. Meyer, and M. Barron. Comparative Toxicity of Oil Spill Herding Agents to Aquatic Species.   ENVIRONMENTAL TOXICOLOGY AND CHEMISTRY. Society of Environmental Toxicology and Chemistry, Pensacola, FL, USA, 41(5): 1311-1318, (2022).

Tags: ambient-surface-water, ecotoxicity, emergency-response, oil
Organization: U.S. Environmental Protection Agency
Texas Department of Transportation Traffic Safety Data Portal: Seat Belts

See seat belt traffic fatality trending data and gender risk factors in 2021.

Tags: adult, belt, car-seat, click-it, county, data, driver, ejection, factor, fatalities, fatality, gender, impact, infographic, injury, map, pandemic, passenger, reach, reversal, risk, rollover, rural, safety, seat, serious, surprising, ticket, traffic, trend, txdot, unbuckled, urban, visualization, young
Organization: City of Austin
41037 / ILM3 27 miles SE of Wrightsville Beach, NC - wind_speed_of_gust

Full set of archive data from (41037 / ILM3) 27 miles SE of Wrightsville Beach, NC

Tags: axiom data science, depth, in situ ocean-based platforms, latitude, longitude, oceans, time, wind_speed_of_gust
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
MTA NYCT Customer Engagement Statistics: 2017-2022

This dataset provided statistics and performance metrics about the volume and responsiveness in engaging with customers via several customer engagement channels. Data was provided for New York City Transit Subway and Bus customer engagement and customer service teams between May 2017 and May 2022.

Tags: bus, call-center, customer-engagement, customer-service, customers, new-york-city-transit, nyct, responses, service-status, subway
Organization: State of New York
8MF07 Seacat data

NPCREP bongo cruise

Tags: 60 cm bongo, biological data, conductivity, depth, fish larvae, foci, gulf of alaska, juvenile pollock, latitude, longitude, midwater fishes, nursery, oceanographic data, plankton, prey field, salinity, sea_water_electrical_conductivity, sea_water_practical_salinity, sea_water_pressure, sea_water_sigma_theta, sea_water_temperature, seacat, sigma-t, temperature, tiffany c. vance, time, walleye pollock, western gulf of alaska, zooplankton
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
MTA Subway Turnstile Usage Data: 2018

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