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Text classification, translation, QA, summarization, dialogue, sentiment analysis, language modeling, text corpora
45,010 datasets
634 distinct observations from the Einstein Solid State Spectrometer catalog, incorporating a recent ice model calibration. The database includes associated Monitor Proportional Counter data products for approximately 95% of the SSS observations. This is a service provided by NASA HEASARC.
SKEMPI v2 is a manually curated benchmark of experimentally measured changes in protein-protein binding affinity, kinetics, and thermodynamics upon mutation. The dataset focuses on structurally resolved protein-protein interactions, linking mutations to PDB complexes and literature-derived binding measurements. It was authored by LiteFold and last updated on 2026-05-27.
A collection of data from collaborative databases and federated platforms, including the Critical Mineral Mapping Initiative's Critical Minerals in Ores (CMiO) database and the isotopesAU platform. The data is provided by Geoscience Australia and other organisations, with the record last updated on 2026-04-30. The description suggests the data supports analysis of critical minerals and other geoscientific resources.
1,854 differentially methylated cytosines were identified in the brains of parent fish. The dataset compares neophobia, metabolic rate, and brain DNA methylation patterns in genetically identical mangrove killifish reared in enriched or barren environments. It was produced by Waldir Berbel Filho at Swansea University.
A literature review authored by Michael Kearney from The University of Melbourne, analyzing the history and influence of growth models in metabolic theory over the past century. The work synthesizes and critiques major theoretical frameworks including Dynamic Energy Budget theory and the Ontogenetic Growth Model. It discusses applications to patterns like the temperature size rule and life history connections.
Experimental data from a study investigating the role of cellular senescence in Fuchs endothelial corneal dystrophy (FECD). The dataset likely contains measurements from an in vitro human corneal endothelial cell model exposed to chronic stress, including gene expression, protein levels, and cell cycle analysis. The data was authored by Mohit Parekh and published via Harvard Dataverse in May 2026.
A research dataset from Purdue University focuses on model-based design for spherical agglomeration, a pharmaceutical manufacturing process. The work involves identifying the best-fitting process model and developing an iterative experimental design strategy to minimize experiments for parameter estimation. The author is Kanjakha Pal, and the dataset is associated with an open-access research paper.
Ahmad Faisal from Aligarh Muslim University developed a new non-linear regression model and a Group Method of Data Handling model to predict sediment removal efficiency in settling basins. The study verified existing relationships and found them to produce widely varied and inaccurate predictions. The GMDH model was determined to be more accurate than the regression model, with a key sensitivity parameter identified as the ratio of particle fall velocity to average flow velocity.
Scottish marine species and habitat records collated into a geodatabase for the waters adjacent to Scotland. Records are attributed with their qualification as protected features within the Scottish Marine Protected Area network. The dataset is provided by the Scottish Government via SpatialData.gov.scot and was last updated in April 2026.
ANARE Voyage 7 in 1993 conducted a geoscience program on the Mac. Robertson Shelf and Prydz Bay. This record from the Australian Ocean Data Network presents preliminary results, including location information for gravity cores and grab samples. It also lists subsamples taken by associated research programs.
AGSO's North Pilbara Project was a joint effort with the Western Australia Geological Survey conducted under the National Geoscience Mapping Accord between 1995 and 2000. The work aimed to document differences between late and early-mid Archaean mineral systems and develop regional thematic synthesis datasets. These datasets and research into new exploration tools assist exploration in the Pilbara and have applications to other terranes.
A case study using 481.25 square miles of poststack, wide-azimuth seismic data from 50 Outer Continental Shelf blocks in the Green Canyon area of the Gulf of Mexico. The dataset, authored by Huyen Bui of Schlumberger, incorporates four subsalt wells and four interpreted horizons for a poststack inversion method to predict reservoir properties in Miocene and Wilcox formations. Results were validated with a blind test well.
Yukon Energy Corporation primary distribution lines depict lower-voltage electrical power lines connecting substations to consumers. The dataset is provided by YEC and is updated when new primary distribution lines are constructed.
Abubakar Sadiq Isah of the Federal University of Technology Minna published a paper comparing HINT software and nonlinear programming for pinch analysis. The study calculated a minimum total annual cost of $4.88 million/yr for a crude distillation unit's heat exchanger network, with specific hot and cold utility requirements. The HINT package's solution was within 1 percent of an existing solution for minimum area target.
Geomatics Yukon created this point address layer to meet Next Generation 9-1-1 (NG 9-1-1) data standards for site structures. The data is based on a polygon-based parcel address layer linked with legal survey parcels and is updated monthly or bimonthly, with a target for a complete civic address database by the end of 2024.
A dataset from figshare containing results from generative machine-learning-accelerated excited-state calculations for large systems. The data, authored by Xiang-Yang Liu and updated in April 2026, includes benchmarks on carbon nanotube models up to 1114 atoms and applications to silicon quantum dots, black phosphorus, and rubrene clusters. The dataset is 326.5 KB in size and consists of XYZ files.
Revised spin-square data for the phenyl radical and corrected equations for the ADC(2) one- and two-particle density matrix are provided in a 235.7 KB PDF. The document, authored by Terrence Stahl, was last updated on May 22, 2026. This supplemental material likely contains methodological corrections for computational chemistry calculations.
Shelf Sea Biogeochemistry - Celtic Deep 2 SmartBuoy data consists of biogeochemical sensor measurements from a moored SmartBuoy. The buoy, first deployed in 2009 and maintained from 2014 under the SSB programme, collected near real-time data on temperature, salinity, dissolved oxygen, chlorophyll fluorescence, turbidity, and photosynthetic active radiation. The programme was co-funded by the UK's Natural Environment Research Council and the Department for Environment, Food and Rural Affairs.
Provisional experimental statistics detail the numbers and types of General Practitioners working in England for December 2016. The data is broken down by NHS England Regions, Local Offices, Clinical Commissioning Groups, and individual practices. Cambridgeshire Insight published this snapshot as part of a series on the NHS workforce.
A digital elevation grid for Australia derived from processed SRTM surface elevation data. The grid has a cell size of 0.00417 degrees (approximately 435 meters) and vertically integrates ground, airborne, and marine data from satellite altimetry. It was generated for the 2019 Australian National Gravity Grids B series under project No. 202008.