AndreaBozzo/ceres-open-data-index huggingface dataset:
APS 3.4 Investigations: Victims by Region with Demographics FY2016-FY2025

When interviewing the alleged victim, the APS worker:
  •   addresses all important factors regarding the allegations and the alleged victim’s overall situation;
  •   interviews the alleged victim alone in cases involving an alleged perpetrator, but allows the alleged victim to have another person present, if requested by the alleged victim; and
  •   interviews the alleged victim again at a later time as necessary to resolve discrepancies.

When another person is present during the interview, the APS worker documents whether the alleged victim requested that the person be present and the person’s relationship to the alleged victim.

The APS specialist monitors the alleged victim during the interview to see if the alleged victim appears to be hesitant, withdrawn, or nervous while participating in the interview. Such cues may be indications that the alleged victim is not comfortable speaking openly in the presence of the other person. 

1. Includes victims who were also perpetrators (findings of self-neglect.)

2. Victims have been unduplicated by investigation stage.

3. Some investigations were completed without region or county location information being recorded. These investigations are included in the relevant annual total, with "None Specified" as their Region and County values.

Visit dfps.state.tx.us for information on all DFPS programs.

Tags: abuse-neglect-investigations, adult-protection, adult-protective-services, alleged, aps, data-book, databook, dfps, investigations, oidb, validated
Organization: City of Austin
City of Austin Employee attrition rate

This dataset provides employee attrition or turnover rate. This data is reported to provide city leaders with a measure that enables them make decisions about their workforce needs. This dataset will show the rate of turnover by department. The provided here can be used to view specific departmental attrition rates. 

Data Source: Banner
This is a data report that did not require a calculation.

Tags: attrition, turnover, workforce
Organization: City of Austin
CTM - 2021 Employees by Ethnicity

The CTM 2021 Employees by Ethnicity chart is a breakdown of FTE 2021 employees at CTM. This is part of the CTM Annual Report: https://datahub.austintexas.gov/stories/s/3bez-pfrr

City of Austin Open Data Terms of Use https://data.austintexas.gov/stories/s/ranj-cccq

Organization: City of Austin
CTM Customer Satisfaction Survey (Q4 Measure)

CTM Customer Satisfaction Survey Results (2020 - 2024) for the year 2024 for Question 4.

Here's the link to all the Questions - https://datahub.austintexas.gov/City-Government/CTM-Customer-Satisfaction-Survey-Questions/63q8-4wy9/data_preview City of Austin 

Open Data Terms of Use https://data.austintexas.gov/stories/s/ranj-cccq

Organization: City of Austin
Terra MODIS Regional Ocean Color (OC) - Near Real Time (NRT) Data, version R2022.0

The Ocean Biology DAAC produces near real-time (quicklook) products using the best-available combination of ancillary data from meteorological and ozone data. As such, the inputs and the calibration used are less than optimal. Quicklook products provide a snapshot of the data during a short time period within a single orbit.

Tags: aerosols, atmosphere, earth-science, national-geospatial-data-asset, ngda, ocean-chemistry, ocean-optics, oceans
Organization: National Aeronautics and Space Administration
Displacement and Gentrification Recommendation Inventory

This dataset contains more detailed information on the recommendations and resolutions identified by the Office of the City Auditor in their special request report on gentrification and displacement. 
See report at: 
To complete this special request project, we categorized recommendations and resolutions based on the following definitions:

Directly related to displacement or gentrification ("direct"):
Clearly and immediately impacts the population experiencing gentrification and displacement (e.g., creation of affordable housing units). 

Indirectly related to displacement or gentrification ("indirectly"):
An initiative  designed to support direct efforts (such as monitoring or increasing funding for staffing). Alternatively, an indirect initiative may be one that is designed to affect the broad population (e.g., overall tax decrease), or the language is so vague or broad that the precise intention is unclear. 

Actionable recommendations and resolutions ("actionable"):
Recommendations that are specific and implementable as written; recommendations that detail the specific site of an action. 

Not actionable recommendations and resolutions ("not actionable"):
Things that do not appear to be legal; recommendations that are not implementable as worded or that would require significant additional clarification/research.

Tags: affordability, city-council, city-manager, displacement, gentrification, homelessness, housing
Organization: City of Austin
Utah FORGE 6-3712: Curated and Fused 2022 and 2024 Stimulation Injection Datasets and Processing Report - February 2026

This submission contains curated injection parameter datasets from the 2022 and 2024 stimulation experiments conducted at the Utah FORGE site, along with the report documenting the data processing workflow. The datasets were developed as part of Project 6-3712: Probabilistic Estimation of Seismic Response Using Physics Informed Recurrent Neural Networks. The data originate from multiple operational records collected during field stimulations and include injection rate, cumulative injected volume, inflow and flowback rates, and treating pressure measurement.  The report describes the process of fusing the stimulation parameters. Also included are the two fused datasets for the 2022 and 2024 stimulation parameters. Together, the datasets are one input file to the induced seismicity predictor.

Tags: clean-rate, cumulative-injected-volume, dataset, egs, energy, feomechanics, flowback, geothermal, hydraulic-stimulation, induced-seismicity, inflow-rate, injection-data, injection-parameters, processed-data, slurry-rate, stimulation, stimulation-experiment, time-series-data, treating-pressure, utah-forge
Organization: Department of Energy
20-Foot Equivalent Units (TEU) Handled by Select U.S. Container Ports January 2020 to August 2023

TEU Throughput tracks the actual volume of container traffic moving through U.S. gateways. While "capacity" measures the potential slots available on ships, "throughput" measures the realized trade—the boxes moved on and off the vessels.

From January 2020 to August 2023, U.S. ports experienced a historic "mountain" of volume, peaking in mid-2022 before a managed descent back to pre-pandemic norms by late 2023.

Tags: water-transportation
Organization: Department of Transportation
Weekly Number of Container Ships Awaiting to Dock at All U.S. Ports: July 2021 to September 2023

This metric represents the "queue" or "waiting room" for U.S. trade. The Weekly Number of Container Ships Awaiting to Dock is a primary indicator of supply chain health and port congestion.

From July 2021 to September 2023, the U.S. experienced a dramatic arc: moving from historic backlogs that gripped the global economy to a near-total clearing of the queues by late 2023.

Tags: water-transportation
Organization: Department of Transportation
Detailed data for all results shown in paper "A Novel Constrained Drop Surfactometer Demonstrates Inhibition of Lung Surfactant Function by PFAS Aerosols In Vitro" by L.M. Klein et al.

This dataset shows all detailed data backing up all results (tables, figures, results text) shown in the main paper and supplemental file of the submitted paper "A Novel Constrained Drop Surfactometer Demonstrates Inhibition of Lung Surfactant Function by PFAS Aerosols In Vitro" by L.M. Klein et al. 

This dataset is associated with the following publication:
Klein, L., J. Heyman, J. Murray, J. Sorli, M. Smeltz, M. Monsees, T. Krantz, E. Puckett, and S. Gavett. A Novel Constrained Drop Surfactometer Demonstrates Inhibition of Lung Surfactant Function by PFAS Aerosols In Vitro.   TOXICOLOGICAL SCIENCES. Society of Toxicology, RESTON, VA,  209(2): kfaf156, (2026).

Tags: aerosol, fluorinated-compound, lung-surfactant, new-approach-methods-alternatives-to-animal-testing, pfas, surface-tension
Organization: U.S. Environmental Protection Agency
Effects of ozone-depleting substances on ultraviolet radiation and skin cancer rates in Australia and the United States of America

Data availability for GeoHealth journal publication "Effects of ozone-depleting substances on ultraviolet radiation and skin cancer rates in Australia and the United States of America" by Julia Lee-Taylor, Zeyu Hu, Jessica Kyle, Ken Karipidis, Stuart Henderson, Robert Landolfi, Christopher M. Tasich, and Sasha Madronich. Citation information for this dataset can be found in Data.gov's References section.

Tags: ahef, atmospheric-health-effects-framework, australia, ozone-depletion, solar-ultraviolet-exposure, ultraviolet
Organization: U.S. Environmental Protection Agency
ROSETTA-ORBITER 67P RSI 1/2/3
                                     COMET ESCORT 3 1014 V1.0

This is a Rosetta Radio Science data set, collected during the COMET ESCORT 3 phase 2015-07-01 to 2015-10-21. It is a Global Gravity measurement at the comet 67P and covers the time 2015-09-04T21:27:30.000 to 2015-09-05T00:17:14.000.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
Diabetes State Burden Toolkit - Economic Burden

This section of the Burden Toolkit reports the economic burden of diabetes in your state and consists of medical (direct) costs, indirect costs, and costs from the perspective of State Medicaid Programs, private insurers, and employers.

Data Sources: 2014 and 2021 National Health Expenditure Accounts (NHEA) from CMS. 2014 State Health Expenditure Accounts (SHEA) from CMS. 2022 Current Population Survey. 2021 Behavioral Risk Factor Surveillance Survey (BRFSS). 2015-2019 Medical Expenditure Panel Survey (MEPS). 2013-2021 National Health Interview Survey (NHIS), 2022. 2021 CDC Wonder. For detail, see the Technical Report: https://www.cdc.gov/diabetes/burden-toolkit/docs/technical_documentation.pdf

Tags: absenteeism, burden, diabetes, economic, economic-burden, healthcare-expenditures, medicaid-spending, medical-costs, medicare-spending, mortality-costs, nursing-home-costs, presenteeism, private-insurance-costs, productivity-losses, state
Organization: U.S. Department of Health & Human Services
Diabetes State Burden Toolkit - Diabetes Mortality and Health-related Quality of Life

This section of the Burden Toolkit reports estimated diabetes mortality statistics in your state for people aged 15 years or older. This data consists of the number of deaths, rate of deaths per 100,000 people, years of potential life lost, and quality-adjusted life years.

Data sources: Centers for Disease Control and Prevention (CDC), National Center for Health Statistics (NCHS). Multiple Cause of Death 2021 from CDC WONDER Online Database. Multiple Cause of Death 1999-2013 from CDC WONDER Online Database. 2013 United States Renal Data System (USRDS). 2013-2017 National Health Interview Survey (NHIS), 2021 Behavioral Risk Factor Surveillance System (BRFSS). For detail, see the Technical Report: https://www.cdc.gov/diabetes/burden-toolkit/docs/technical_documentation.pdf

Tags: burden, cardiovascular-disease-mortality, ddt, diabetes, diabetes-attributable-deaths, end-stage-renal-disease-esrd-deaths, health-related-quality-of-life, healthy-days, life-expectancy, mortality, premature-mortality, quality-adjusted-life-years-qaly, quality-of-life, state, unhealthy-days, years-of-life-lost, years-of-potential-life-lost-ypll
Organization: U.S. Department of Health & Human Services
CASSINI ORBITER SATURN UVIS SPATIAL SPECTRAL IMAGE CUBE V1.4

Spectrographic observations of Jupiter, Saturnian rings, satellites, atmospheres and the interplanetary medium in the far and extreme ultraviolet.

Tags: albiorix, atlas, calypso, cassini-huygens, dione, enceladus, epimetheus, erriapus, helene, hyperion, iapetus, ijiraq, janus, kiviuq, mimas, paaliaq, pan, pandora, phoebe, polydeuces, prometheus, rhea, s-rings, saturn, siarnaq, skoll, star, sun, tarqeq, tarvos, telesto, tethys, titan, ymir
Organization: National Aeronautics and Space Administration
MEaSUREs Grounding Zone of the Antarctic Ice Sheet V001

This data set provides a comprehensive map for the Antarctic Ice Sheet of the short-term zone of migration of the grounding line (i.e., the transition boundary between grounded ice and ice floating in the ocean waters) over a given period due to changes in oceanic tide. This short-term variation in the grounding line is referred to in this data set as the “grounding zone.” The grounding zone is presented as polylines in an ESRI shapefile indicating the upstream and downstream bound of the variation in the grounding line for a given year. The data is based on an automatic delineation of thousands of grounding lines using Sentinel-1 A/B interferometric synthetic aperture radar (InSAR) data with a machine learning algorithm and supplemented by grounding lines from COSMO SkyMed InSAR data.

Tags: cryosphere, earth-science, glaciers-ice-sheets
Organization: National Aeronautics and Space Administration
Aquarius L3 Gridded 1-Degree Weekly Soil Moisture V005

This data set contains Level-3 gridded weekly global soil moisture estimates derived from the NASA Aquarius passive microwave radiometer on the Sat&eacute;lite de Aplicaciones Cient&iacute;ficas (SAC-D).

Tags: earth-science, land-surface, soils
Organization: National Aeronautics and Space Administration
VENUS EXPRESS SPICE KERNELS V2.0

This data set includes the complete set of Venus Express mission SPICE data files (``kernel files''), which can be accessed using SPICE software. The SPICE data contains geometric and other ancillary information needed to recover the full value of the science instrument data. In particular SPICE kernels provide spacecraft and planetary ephemerides, instrument mounting alignments, spacecraft orientation, spacecraft sequences of events, and data needed for relevant time conversions.

Tags: earth, venus, venus-express
Organization: National Aeronautics and Space Administration
MARS EXPRESS MARS MRS 1/2/3
                                     EXTENDED MISSION 3 3193 V1.0

This is a Mars Express Radio Science data set, collected during the extended mission phase 2010-01-01 to 2012-12-31. It is a Global Gravity measurement and covers the time 2012-03-22T07:51:48 to 2012-03-22T13:12:52.500.

Tags: mars, mars-express
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER SW RPCLAP 2
CR2 EDITED2 V1.0

This data set contains EDITED
data from Rosetta RPC-LAP, acquired during the CRUISE 2 mission phase
where the primary target was the SOLAR WIND. It contains uncalibrated
raw data, i.e. the digital output of the instrument.

Tags: international-rosetta-mission, solar-wind
Organization: National Aeronautics and Space Administration
SMAPVEX16 Manitoba PALS Brightness Temperature and Soil Moisture Data V001

This product contains data derived from permanent in situ soil stations and observations by the Passive Active L-band System (PALS) microwave aircraft instrument. The PALS instrument was mounted to a DC-3 aircraft, which flew six parallel flight lines at an altitude of 3000 m in order to map a 26 km x 48 km domain in Manitoba, Canada. Nine permanent soil stations were distributed throughout this same area. 

The soil characteristics included in this data set are volumetric soil moisture, vertically and horizontally polarized brightness temperature, effective soil temperature, effective vegetation temperature, vegetation water content, land cover classification, sand and clay fraction, and volumetric soil moisture uncertainty estimates.

Tags: agriculture, biosphere, earth-science, land-surface, land-use-land-cover, microwave, soils, spectral-engineering, vegetation
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P RSI 1/2/3
                                     COMET ESCORT 1 0628 V1.0

This is a Rosetta Radio Science data set, collected during the COMET ESCORT 1 phase 2014-11-20 to 2015-03-10. It is a Global Gravity measurement at the comet 67P and covers the time 2015-03-08T09:49:35.000 to 2015-03-08T11:50:06.500.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
ROSETTA-ORBITER 67P RSI 1/2/3
                                     COMET ESCORT 3 1091 V1.0

This is a Rosetta Radio Science data set, collected during the COMET ESCORT 3 phase 2015-07-01 to 2015-10-21. It is a Global Gravity measurement at the comet 67P and covers the time 2015-10-09T20:44:45.000 to 2015-10-10T02:54:10.500.

Tags: 67p-churyumov-gerasimenko-1-1969-r1, international-rosetta-mission
Organization: National Aeronautics and Space Administration
USGS Global Forest Observations Initiative (GFOI) Laos

The Global Forest Observations Initiative (GFOI) is an initiative of the inter-governmental Group on Earth Observations (GEO) that aims to:

foster the sustained availability of observations for national forest monitoring systems; support governments that are establishing national systems by providing a platform for coordinating observations, providing assistance and guidance on utilising observations, developing accepted methods and protocols, and promoting ongoing research and development; and work with national governments that report into international forest assessments (such as the global Forest Resources Assessment (FRA) of the Food and Agriculture Organization, FAO) and the national greenhouse gas inventories reported to the UN Framework Convention on Climate Change (UNFCCC) using methods of the Intergovernmental Panel on Climate Change (IPCC).

Tags: agriculture, biosphere, earth-science, forest-science, habitat-conversion-fragmentation, human-dimensions, terrestrial-ecosystems, vegetation
Organization: National Aeronautics and Space Administration
CLEMENTINE LWIR BRIGHTNESS TEMPERATURE V1.0

This volume contains the archive of Lunar brightness temperature data derived from images acquired by the Clementine Long Wavelength Infrared (LWIR) camera. The LWIR camera acquired approximately 220,000 thermal-infrared images of the lunar surface that were used to generate the brightness temperature images within this archive. The procedure for generating brightness temperature values can be summarized as follows: 1) original LWIR digital numbers were converted to radiance; 2) the dark current signal was subtracted from the radiance values; 3) a flat field correction was applied; 4) bad pixels were identified and smoothed over; and 5) calibrated radiance values were converted to brightness temperatures using the Planck function.

Tags: deep-space-program-science-experiment, moon, sky
Organization: National Aeronautics and Space Administration
2005 Environmental Sustainability Index (ESI)

The 2005 Environmental Sustainability Index (ESI) is a measure of overall progress towards environmental sustainability, developed for 146 countries.  The index provides a composite profile of national environmental stewardship based on a compilation of 21 indicators derived from 76 underlying data sets. The 2005 version of the ESI represents a significant update and improvement on earlier versions; the country ESI scores or rankings should not be compared to earlier versions because of changes to the methodology and underlying data. The index was unveiled at the World Economic Forum's annual meeting, January 2005, Davos, Switzerland. The 2005 ESI is a joint product of the Yale Center for Environmental Law and Policy (YCELP) and the Columbia University Center for International Earth Science Information Network (CIESIN), in collaboration with the World Economic Forum (WEF) and the Joint Research Centre (JRC), European Commission.

Tags: earth-science, human-dimensions, sustainability
Organization: National Aeronautics and Space Administration
OCO-2 Level 0 spacecraft ephemerides, Retrospective Processing V10r (OCO2_Eph) at GES DISC

Version 10r is the current version of the data set. Older versions will no longer be available and are superseded by Version 10r.

Version 8r is the current version of the data set. Version 7r has been superseded by Version 8r.
The Orbiting Carbon Observatory is the first NASA mission designed to collect space-based measurements of atmospheric carbon dioxide with the precision, resolution, and coverage needed to characterize the processes controlling its buildup in the atmosphere. The OCO-2 project uses the LEOStar-2 spacecraft that carries a single instrument. It incorporates three high-resolution spectrometers that make coincident measurements of reflected sunlight in the near-infrared CO2 near 1.61 and 2.06 micrometers and in molecular oxygen (O2) A-Band at 0.76 micrometers . Each band has 1016 spectral elements.This product contains the position and velocity of the spacecraft for each orbit. It is generated using the following input data:+ APID 20 telemetry+ Orbit Boundary File.It is essential in generating the Geolocations of the science data.This is the retrospective processing where the calibration data is estimated from the full timeseries of data (before, during, and after the measurements), and is expected to be of slightly higher quality.

Tags: earth-science, platform-characteristics, spectral-engineering
Organization: National Aeronautics and Space Administration
Daily and Annual NO2 Concentrations for the Contiguous United States, 1-km Grids, Version 1.10 (2000-2016)

The Daily and Annual NO2 Concentrations for the Contiguous United States, 1-km Grids, Version 1.10 (2000-2016) data set contains daily predictions of Nitrogen Dioxide (NO2) concentrations at a high resolution (1-km grid cells) for the years 2000 to 2016. An ensemble modeling framework was used to assess NO2 levels with high accuracy, which combined estimates from three machine learning models (neural network, random forest, and gradient boosting), with a generalized additive model. Predictor variables included NO2 column concentrations from satellites, land-use variables, meteorological variables, predictions from two chemical transport models, GEOS-Chem and the U.S. Environmental Protection Agency (EPA) CommUnity Multiscale Air Quality Modeling System (CMAQ), along with other ancillary variables. The annual predictions were calculated by averaging the daily predictions for each year in each grid cell. The ensemble produced a cross-validated R-squared value of 0.79 overall, a spatial R-squared value of 0.84, and a temporal R-squared value of 0.73. In version 1.10, the completeness of daily NO2 predictions have been enhanced by employing linear interpolation to impute missing values. Specifically, for days with small spatial patches of missing data with less than 100 grid cells, inverse distance weighting interpolation was used to fill the missing grid cells. Other missing daily NO2 predictions were interpolated from the nearest days with available data. Annual predictions were updated by averaging the imputed daily predictions for each year in each grid cell. These daily and annual NO2 predictions allow public health researchers to respectively estimate the short- and long-term effects of NO2 exposures on human health, supporting the U.S. EPA for the revision of the National Ambient Air Quality Standards for daily average and annual average concentrations of NO2. The data are available in RDS and GeoTIFF formats for statistical research and geospatial analysis.

Tags: atmosphere, atmospheric-chemistry, earth-science
Organization: National Aeronautics and Space Administration