AndreaBozzo/ceres-open-data-index huggingface dataset:
Medicare Dialysis Facilities

The Medicare Dialysis Facilities data provides information on clinical and patient measures for Medicare-certified ESRD facilities, also known as dialysis facilities. It contains data on patient characteristics, treatment patterns, hospitalization, mortality, and transplantation patterns in Medicare-certified dialysis facilities.

 

The following four data files are available for download each year, where yyyy denotes the fiscal year.


	DFR_Data_FYyyyy.csv file includes all summaries (facility- and regional-level) reported in the Dialysis Facility Report (DFR). The file includes one record for each dialysis facility and is the file recommended for download (i.e., wide format).
	dfr_facility_socrata_fyyyyy.csv file includes only facility-level summaries reported in the DFR. The file includes one record per measure per year (i.e., long format) and contains more records than most spreadsheet programs can handle, which will result in an incomplete load of data. Use of a database or statistical software is required.
	dfr_us_state_socrata_fyyyyyy.csv file includes state- and national-level summaries reported in DFR. The file includes one record per measure per year (i.e., long format).
	dfr_network_socrata_fyyyyyy.csv file includes ESRD network-level summaries reported in the DFR. The file includes one record per measure per year (i.e., long format).

Tags: chronic-conditions, end-stage-renal-disease-facilities, hospitals-facilities, medicare, original-medicare, outpatient-facilities
Organization: U.S. Department of Health & Human Services
Water Velocity and Turbulence Data from Sequim Bay, WA, 2016 - 2025

Collection of publishable datasets from bottom-lander deployments of acoustic Doppler instrumentation in Sequim Bay, WA measured between 2016 and 2025. These data primarily consist of water velocity measurements from ADCPs deployed by PNNL in both the inlet and the bay itself. 

Raw data were processed either using custom MATLAB code or the DOLfYN submodule of the MHKiT Python package. ADCP velocity data are typically saved in the East-North-Up coordinate frame, while ADV velocity and turbulence data are saved in principal (streamwise-cross_stream-up) reference frame.

Data products are provided in a few tiers:
   .ad2cp or .000: raw binary datafile from the instrument
   .a1: processed and quality controlled data, stored in netCDF4 format
   .b1: bin-averaged data, stored in netCDF4 format

Deployments are saved under the month and year that they began. Figures and technical reports, if available, are included with the datasets. For more information on the deployments and data structure please see the "README.txt" resource below. 

Tags: current, data, dolfyn, hydrodynamic, hydrokinetic, marine, mcrl, me-data-pipeline, mhk, pnnl, processed-data, resource, sensor, sequim, sequim-bay, tidal, tsdat, turbulence, water-velocity
Organization: Department of Energy
National Transit Map Stops

The National Transit Map - Stops dataset was compiled on December 02, 2025 from the Bureau of Transportation Statistics (BTS) and is part of the U.S. Department of Transportation (USDOT)/Bureau of Transportation Statistics (BTS) National Transportation Atlas Database (NTAD). The National Transit Map (NTM) is a nationwide catalog of fixed-guideway and fixed-route transit service in America. It is compiled using General Transit Feed Specification (GTFS) Schedule data. The NTM Stops dataset shows stops where vehicles pick up or drop off riders. This dataset uses the GTFS stops.txt file to locate transit stops and joins information from the GTFS stop_times.txt, trips.txt, and routes.txt files to indicate the type of transit that services a stop. The GTFS schedule format and structure documentation is available at, https://gtfs.org/schedule/. To improve the spatial accuracy of the NTM Stops, the Bureau of Transportation Statistics (BTS) adjusts transit stops using context from the submitted GTFS source data and/or from other publicly available information about the transit service. A data dictionary, or other source of attribute information, is accessible at https://doi.org/10.21949/1529049

Tags: accessibility, atlas, bus, connectivity, database, fixed route, frequency, intercity, map, national, national geospatial data asset, national transit map, national transportation atlas database, ngda, ngdaid149, ntad, ntm, passenger movement, passenger travel, point, rail, transit, transportation, transportation infrastructure, transportation theme, usa, vector
Organization: Department of Transportation
National Transit Map Routes

The National Transit Map - Routes dataset was compiled on December 02, 2025 from the Bureau of Transportation Statistics (BTS) and is part of the U.S. Department of Transportation (USDOT)/Bureau of Transportation Statistics (BTS) National Transportation Atlas Database (NTAD). The National Transit Map (NTM) is a nationwide catalog of fixed-guideway and fixed-route transit service in America. It is compiled using General Transit Feed Specification (GTFS) Schedule data. The NTM Routes dataset shows transit routes, which is a group of trips that are displayed to riders as a single service. To display the route alignment and trips for each route, this dataset combines the following GTFS files: routes.txt, trips.txt, and shapes.txt. The GTFS Schedule documentation is available at, https://gtfs.org/schedule/. To improve the spatial accuracy of the NTM Routes, the Bureau of Transportation Statistics (BTS) adjusts transit routes using context from the submitted GTFS source data and/or from other publicly available information about the transit service. A data dictionary, or other source of attribute information, is accessible at https://doi.org/10.21949/1529048

Tags: accessibility, atlas, connectivity, database, fixed route, frequency, line, linear united states, map, national, national geospatial data asset, national transit map, national transportation atlas database, ngda, ngdaid148, ntad, ntm, passenger movement, passenger travel, rail, routes, states, transit, transportation, transportation infrastructure, transportation theme, united, usa, vector
Organization: Department of Transportation
National Transit Map Agencies

The National Transit Map - Agencies dataset was compiled on December 02, 2025 from the Bureau of Transportation Statistics (BTS) and is part of the U.S. Department of Transportation (USDOT)/Bureau of Transportation Statistics (BTS) National Transportation Atlas Database (NTAD). The National Transit Map (NTM) is a nationwide catalog of fixed-guideway and fixed-route transit service in America. It is compiled using General Transit Feed Specification (GTFS) Schedule data. The GTFS Schedule documentation is available at, https://gtfs.org/schedule/. The NTM Agencies dataset represents the physical addresses of participating transit agencies. Regarding data coverage and licenses, starting in Report Year 2023, the Federal Transit Administration (FTA) has required National Transit Database (NTD) Reporters to submit General Transit Feed Specification (GTFS) data. Reporters will submit GTFS during their reporting period, which is determined by their fiscal year end date. All GTFS data submitted to the NTD will enter the public domain. Prior to the GTFS requirement, transit agencies voluntarily participated in the NTM and granted the U.S. Department of Transportation (USDOT) a Creative Commons Attribution 3.0 United States (CC-BY-3.0) license. The CC-BY-3.0 license is available at, https://creativecommons.org/licenses/by/3.0/us/legalcode. A data dictionary, or other source of attribute information, is accessible at https://doi.org/10.21949/1529047

Tags: accessibility, agencies, atlas, connectivity, database, fixed route, frequency, map, national, national transit map, national transportation atlas database, ntad, ntm, passenger movement, passenger travel, point, rail, states, transit, transportation, transportation infrastructure, united, united states, usa, vector
Organization: Department of Transportation
Nutrition, Physical Activity, and Obesity - Policy and Environmental Data

This dataset includes data on policy and environmental supports for physical activity, diet, and breastfeeding. This data is used for DNPAO's Data, Trends, and Maps database, which provides national and state specific data on obesity, nutrition, physical activity, and breastfeeding.

Tags: breastfeeding, dnpao, fruit, nutrition, physical-activity, vegetable
Organization: U.S. Department of Health & Human Services
Observed Carbonate System (2016-2018)

Seawater samples were collected in Chesapeake Bay for dissolved inorganic carbon (DIC) and total alkalinity (TA) from June 2016 to July 2018. They were collected in the lower half of the Bay aboard the R/V Fay Slover in collaboration with Old Dominion University's Chesapeake Bay Program Water Quality Laboratory and the VA Dept. of Environmental Quality. In the upper half of the Bay, samples were collected aboard the R/V Kerhin in collaboration with the Maryland Department of Natural Resources' Chesapeake Bay Water Quality Monitoring Program. Additional water quality parameters from the cruises were downloaded from the Chesapeake Bay program website. Additional carbonate system parameters were then computed from DIC and TA

Tags: alkalinity, chesapeake bay water quality monitoring program, depth, dissolved inorganic carbon, latitude, longitude, noaa oap: na18oar0170430, nsf oceâ1537013 oceâ1536996, ph, pi: marjorie friedrichs (marjy@vims.edu), platform_name, time, water quality
Organization: National Oceanic and Atmospheric Administration, Department of Commerce
Crime Incidents

Crime incidents from the Philadelphia Police Department. Part I crimes include violent offenses such as aggravated assault, rape, arson, among others. Part II crimes include simple assault, prostitution, gambling, fraud, and other non-violent offenses.

**Please note that this is a very large dataset. To see all incidents, download all datasets for all years.** 

**If you are comfortable with APIs, you can also use the API links to access this data. You can learn more about how to use the API at Carto’s SQL API site and in the Carto guide in the section on making calls to the API.**

Tags: philadelphia-police-department, public-safety
Organization: City of Philadelphia
BLM Natl FIAT Central Oregon Greater Sage-Grouse Wildfire Invasive Annual Grasses and Conifer Expansion Assessment (COR) Document

<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;'><font color='#000000' size='2' style='font-family:inherit;'>Central Oregon - Greater Sage-Grouse Wildfire, Invasive Annual Grasses, and Conifer Expansion Assessment Document, March 2015. </font></span><div style='font-family:&quot;Avenir Next W01&quot;, &quot;Avenir Next W00&quot;, &quot;Avenir Next&quot;, Avenir, &quot;Helvetica Neue&quot;, sans-serif;'><span style='font-size:12.16px; font-family:&quot;Lucida Grande&quot;, Geneva, Verdana, Arial, Helvetica, sans-serif;'><font color='#000000'>The FIAT assessments were developed using methods described in the FIAT Report (Fire and Invasive Assessment Team June 2014). This process is designed to identify strategies that ameliorate threats to Greater Sage-Grouse (Centrocercus urophasianus) and their habitats. It incorporates emerging science, regional findings, and local data in identifying management opportunities that counter detrimental ecological trends in wildfire, invasive annual grasses, and conifer expansion. The Bureau of Land Management issued an Instruction Memorandum in August 2014 to guide interagency partners in completing the wildfire and invasive species assessments. These assessments focus on five priority landscapes in Greater Sage-Grouse (GRSG) habitats. Three threats: wildfire, invasive annual grasses, and conifer expansion were analyzed for implementing the following management strategies or conservation activities: habitat restoration, fuels management, fire operations, and post-fire rehabilitation. These assessments are non-decisional and encompass portions of Idaho, Nevada, Oregon, and Utah. Potential treatment areas in project planning areas represent an initial starting point that will need further analysis and refinement under the National Environmental Policy Act (NEPA) planning process. During the development of project planning areas, no constraints due to funding or consideration of landownership were taken into account. This assessment document was Step 2 in the completion of the wildlife and invasive species assessments for priority landscapes in the Greater Sage-Grouse habitats.</font></span><span style='color:rgb(105, 105, 105); font-family:Arial, sans-serif;'><font size='2'>  </font></span></div><div><font size='2'><span style='color:rgb(105, 105, 105); font-family:Arial, sans-serif;'>Point of Contact: </span><font color='#696969' face='Arial, sans-serif'>Bureau of Land Management, National Operations Center, Fire Resource Data Liaison (BLM_OC_Fire_Geospatial@blm.gov</font><span style='color:rgb(105, 105, 105); font-family:Arial, sans-serif;'>)</span></font></div>

Tags: biology, central-oregon, conifer, conservation, cor, ecology, environment, fire, fire-and-invasives-assessment-tool, greater-sage-grouse, grsg, hub-fiat, hub-irfms, invasive-grasses, irfms, oregon, sage-grouse, sagebrush, step2, vegetation, wildlife
Organization: Department of the Interior
BLM Natl REA Northwestern Plains Rapid Ecoregional Assessment (REA) Appendix B GAP Vegetation Systems - December 2012

<div style='color:rgb(0, 0, 0); font-family:Calibri; font-size:14.6667px;'>The Rapid Ecoregional Assessments (REAs) were launched in 2010 to help improve the understanding of existing condition for ecoregions and how conditions may be altered by ongoing environmental changes and land use. They do not allocate resource uses or make management decisions. They provide science-based information and tools for land managers and stakeholders to consider in subsequent resource planning and decision making processes. REAs examine ecological values, conditions, and trends within large, connected areas that have similar environmental characteristics in order to capitalize on efficiency of scale. REAs provide context to make site-specific decisions and conduct analyses for resource management plans and National Environmental Policy Act processes. The REAs seek to identify important resource values and patterns of environmental change that may not be evident when managing smaller, local land areas.</div><div style='color:rgb(0, 0, 0); font-family:Calibri; font-size:14.6667px;'>This document is Appendix C 1-2 for the Northwestern Plains Rapid Ecoregional Assessment providing information about change agents for the ecoregion.</div><div style='color:rgb(0, 0, 0); font-family:Calibri; font-size:14.6667px;'>Contact: BLM_OC_REA_Data_Portal_Feedback_Team@blm.gov</div>

Tags: 2012, blm, boundaries, bureau-of-land-management, doi, environment, management, montana, north-dakota, northwestern-plains, nwp-2012, planning, rapid-ecoregional-assessment, rea, report, south-dakota, wyoming
Organization: Department of the Interior
BLM Natl REA Northern Great Basin Rapid Ecoregional Assessment (REA) Main Report and Appendix A 1 -  June 2013

<div style='color:rgb(0, 0, 0); font-family:Calibri; font-size:14.6667px;'>The Rapid Ecoregional Assessments (REAs) were launched in 2010 to help improve the understanding of existing condition for ecoregions and how conditions may be altered by ongoing environmental changes and land use. They do not allocate resource uses or make management decisions. They provide science-based information and tools for land managers and stakeholders to consider in subsequent resource planning and decision making processes. REAs examine ecological values, conditions, and trends within large, connected areas that have similar environmental characteristics in order to capitalize on efficiency of scale. REAs provide context to make site-specific decisions and conduct analyses for resource management plans and National Environmental Policy Act processes. The REAs seek to identify important resource values and patterns of environmental change that may not be evident when managing smaller, local land areas.</div><div style='color:rgb(0, 0, 0); font-family:Calibri; font-size:14.6667px;'>This report is the main report and Appendix A1 for the Northern Great Basin Rapid Ecoregional Assessment providing the final report and information about rolling review teams.</div><div style='color:rgb(0, 0, 0); font-family:Calibri; font-size:14.6667px;'>Contact: BLM_OC_REA_Data_Portal_Feedback_Team@blm.gov</div>

Tags: 2013, blm, boundaries, bureau-of-land-management, california, doi, environment, management, nevada, ngb-2013, northern-great-basin, oregon, planning, rapid-ecoregional-assessment, rea, report, utah, wyoming
Organization: Department of the Interior
BLM Natl REA Middle Rockies Rapid Ecoregional Assessment (REA) Appendix E Conservation Elements Fine Filter 5-8  - December 2012

<div style='color:rgb(0, 0, 0); font-family:Calibri; font-size:14.6667px;'>The Rapid Ecoregional Assessments (REAs) were launched in 2010 to help improve the understanding of existing condition for ecoregions and how conditions may be altered by ongoing environmental changes and land use. They do not allocate resource uses or make management decisions. They provide science-based information and tools for land managers and stakeholders to consider in subsequent resource planning and decision making processes. REAs examine ecological values, conditions, and trends within large, connected areas that have similar environmental characteristics in order to capitalize on efficiency of scale. REAs provide context to make site-specific decisions and conduct analyses for resource management plans and National Environmental Policy Act processes. The REAs seek to identify important resource values and patterns of environmental change that may not be evident when managing smaller, local land areas.</div><div style='color:rgb(0, 0, 0); font-family:Calibri; font-size:14.6667px;'>This report contains Appendix E 5-8 for the Middle Rockies Rapid Ecoregional Assessment providing information about fine filter conservation elements for the ecoregion.</div><div style='color:rgb(0, 0, 0); font-family:Calibri; font-size:14.6667px;'>Contact: BLM_OC_REA_Data_Portal_Feedback_Team@blm.gov</div>

Tags: 2012, blm, boundaries, bureau-of-land-management, doi, environment, idaho, management, middle-rockies, mir-2012, montana, planning, rapid-ecoregional-assessment, rea, report, wyoming
Organization: Department of the Interior
BLM Natl REA North Slope Rapid Ecoregional Assessment (REA) Final Report - July 2015

<div style='color:rgb(0, 0, 0); font-family:Calibri; font-size:14.6667px;'>The Rapid Ecoregional Assessments (REAs) were launched in 2010 to help improve the understanding of existing condition for ecoregions and how conditions may be altered by ongoing environmental changes and land use. They do not allocate resource uses or make management decisions. They provide science-based information and tools for land managers and stakeholders to consider in subsequent resource planning and decision making processes. REAs examine ecological values, conditions, and trends within large, connected areas that have similar environmental characteristics in order to capitalize on efficiency of scale. REAs provide context to make site-specific decisions and conduct analyses for resource management plans and National Environmental Policy Act processes. The REAs seek to identify important resource values and patterns of environmental change that may not be evident when managing smaller, local land areas.</div><div style='color:rgb(0, 0, 0); font-family:Calibri; font-size:14.6667px;'>This report is the final report for the North Slope Rapid Ecoregional Assessment.</div><div style='color:rgb(0, 0, 0); font-family:Calibri; font-size:14.6667px;'>Contact: BLM_OC_REA_Data_Portal_Feedback_Team@blm.gov</div>

Tags: 2015, alaska, blm, boundaries, bureau-of-land-management, doi, environment, management, north-slope, nos-2015, planning, rapid-ecoregional-assessment, rea, report
Organization: Department of the Interior
BLM Natl IRFMS Data Glossary for the SAGE Interactive Map Viewer Document

<div>Glossary of layers associated with the <a href='https://www.arcgis.com/home/item.html?id=9ee9460df8e24fb0b8ba4f6b97f7239c' target='_blank' rel='nofollow ugc noopener noreferrer'>BLM Natl IRFMS Sagebrush Assessment and Geospatial Evaluation (SAGE) Data Interactive Map Viewer</a> web map application. </div><div><br /></div>

Tags: conservation, environment, fiat, greater-sage-grouse, habitat, hub-fiat, hub-irfms, irfms, management, sage-grouse, sagebrush, usfws
Organization: Department of the Interior
BLM Natl REA Sonoran Desert Rapid Ecoregional Assessment (REA) Report Appendices A - B - C - D and E - May 2012

<div>The Rapid Ecoregional Assessments (REAs) were launched in 2010 to help improve the understanding of existing condition for ecoregions and how conditions may be altered by ongoing environmental changes and land use. They do not allocate resource uses or make management decisions. They provide science-based information and tools for land managers and stakeholders to consider in subsequent resource planning and decision making processes. REAs examine ecological values, conditions, and trends within large, connected areas that have similar environmental characteristics in order to capitalize on efficiency of scale. REAs provide context to make site-specific decisions and conduct analyses for resource management plans and National Environmental Policy Act processes. The REAs seek to identify important resource values and patterns of environmental change that may not be evident when managing smaller, local land areas.  This document is Appendices A-E for the Sonoran Desert Rapid Ecoregional Assessment.  Contact: BLM_OC_REA_Data_Portal_Feedback_Team@blm.gov</div>

Tags: 2012, arizona, blm, boundaries, bureau-of-land-management, california, doi, environment, management, planning, rapid-ecoregional-assessment, rea, report, sod-2012, sonoran-desert
Organization: Department of the Interior
BLM Natl REA Northwestern Plains Rapid Ecoregional Assessment (REA) Appendix C Change Agents 3-4 - December 2012

<div style='color:rgb(0, 0, 0); font-family:Calibri; font-size:14.6667px;'>The Rapid Ecoregional Assessments (REAs) were launched in 2010 to help improve the understanding of existing condition for ecoregions and how conditions may be altered by ongoing environmental changes and land use. They do not allocate resource uses or make management decisions. They provide science-based information and tools for land managers and stakeholders to consider in subsequent resource planning and decision making processes. REAs examine ecological values, conditions, and trends within large, connected areas that have similar environmental characteristics in order to capitalize on efficiency of scale. REAs provide context to make site-specific decisions and conduct analyses for resource management plans and National Environmental Policy Act processes. The REAs seek to identify important resource values and patterns of environmental change that may not be evident when managing smaller, local land areas.</div><div style='color:rgb(0, 0, 0); font-family:Calibri; font-size:14.6667px;'>This document is Appendix C 3-4 for the Northwestern Plains Rapid Ecoregional Assessment providing informatino about change agents for the ecoregion.</div><div style='color:rgb(0, 0, 0); font-family:Calibri; font-size:14.6667px;'>Contact: BLM_OC_REA_Data_Portal_Feedback_Team@blm.gov</div>

Tags: 2012, blm, boundaries, bureau-of-land-management, doi, environment, management, montana, north-dakota, northwestern-plains, nwp-2012, planning, rapid-ecoregional-assessment, rea, report, south-dakota, wyoming
Organization: Department of the Interior