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Text classification, translation, QA, summarization, dialogue, sentiment analysis, language modeling, text corpora
49,576 datasets
A 2026 paper from the Australian Ocean Data Network summarizes the stratigraphy and geometry of subsurface permeability barriers in the Murray Basin. The analysis is based on subsurface facies analysis of borelogs and palaeogeographic reconstructions, focusing on marine incursions from about 32 million years ago. It details specific formations like the Ettrick Formation, Winnambool Formation, and Geera Clay, which act as confining layers and barriers to groundwater flow.
Register of ACT Veterinary Practitioners provides the official list of licensed veterinary professionals in the Australian Capital Territory. The dataset includes practitioner names, registration status, workplace, and qualifications. It is maintained by the ACT Transport Canberra & City Services Directorate (TCCS) and is available on multiple government data platforms.
The NSW State Water Quality Assessment and Monitoring Program (SWAMP) dataset contains point features for monitoring locations. SWAMP has collected monthly water quality data from approximately 140 sites across 13 regions in New South Wales, Australia, since 2007. The dataset includes River Condition Index target values for water quality zones, calculated using data from 2007 to 2020.
A GeoPDF map of the Harris Greenstone Domain, a late Archean-Proterozoic terrane in central Australia's Gawler Craton. The map, produced by the Australian Ocean Data Network, layers geological features like komatiite belts and magnetic structures, allowing for interactive analysis similar to GIS tools. It is based on interpretations of aeromagnetics, gravity data, and diamond drillcore.
Hourly pedestrian counts collected since 2009 from sensor devices across a city, updated monthly. The data is provided by the City of Melbourne Open Data and can be merged with a separate sensor locations dataset. Zero counts are explicitly recorded for hours with no pedestrian activity.
Seismic and bathymetric data collected in 1992 for seabed assessment around Christmas Island. The dataset includes eight seismic profiles totalling about 2000 km and bathymetric data, enabling the compilation of a new 1:1,000,000 scale bathymetric map and the first sediment thickness map for the area. It was compiled by AGSO using data from the RAT 'Rig Seismic' survey and digital water depths from the USA National Geophysical Data Bank.
A database of datasets relevant for coastal development scenarios and impact assessments in the Great Barrier Reef region. This catalogue lists all datasets sourced for project NERP TE 9.4, hosted at the Centre of Excellence for Coral Reef Studies at James Cook University. Each entry includes basic information, licensing details, and download links or contact points for the original GIS files.
2007/08 statistics from the Northern Ireland Statistics and Research Agency relating to General Medical, Dental, Ophthalmic and Pharmaceutical Services. The report examines the number of GPs, Dentists, Optometrists, and Pharmacies, along with related service statistics such as registered patients, practitioners, and prescriptions dispensed. It is designated as Official Statistics not designated as National Statistics.
Alberta oil sands greenhouse gas emission intensity analysis for the period 2011 to 2024. Each annual report summarizes information from compliance reports submitted by regulated facilities under the Technology Innovation and Emissions Reduction Regulation. The data includes total regulated emissions, compliance position, and credit usage by sector, with a summary of historic compliance results from 2007 forward.
A list of steady magnetospheric convection (SMC) events occurring in Earth's magnetosphere between 1997 and 2013. The dataset includes start and end timestamps for each event, with a subset filtered for durations longer than five hours. J. Kissinger from the University of California, Los Angeles compiled this data, which is documented in two peer-reviewed journal articles.
A dataset of land and property assets where Rochdale Borough Council holds an ownership or occupational interest. Council housing stock and roads or highway infrastructure are explicitly excluded. The data is provided under a CC-BY-4.0 license and was last updated on 2026-07-08.
Ofcom provides technical parameters for all analogue VHF, MF, and DAB transmitters currently on-air in the UK. The data includes in-use and maximum allowed parameters, intended for listeners, aerial installers, and industry professionals. It is refreshed regularly as transmitters are added, modified, or suppressed.
Alexander Kreuzer from the Technical University of Munich provides R scripts, an R package, and data as supplementary materials for a paper on efficient Gibbs sampling for nonlinear state space models. The data likely contains simulation results and parameters for bivariate dynamic copula and stochastic volatility models. The dataset is associated with an Open Access (green) license.
80 romantic couples (160 individuals) from Chapel Hill, North Carolina participated in a two-week observational study in 2008. The study collected data through online questionnaires, lab-based structured video conversations on topics like personal disclosures and gratitude, nightly diaries, and physiological recordings. It was conducted by Sara B. Algoe at the University of North Carolina at Chapel Hill.
GSDM-WBT provides a 40-year global record of daily maximum wet-bulb temperature, an integrated measure of heat and humidity critical for studying extreme humid heat. The dataset was produced by Jianquan Dong of Peking University through quality control and homogenization of HadISD station observations and NCEP-DOE reanalysis data. It contains complete daily series for 1,834 stations worldwide from 1981 to 2020.
DPA-2 is a multi-task pre-trained model for atomic modeling, trained across 18 upstream datasets for 1 million steps. The associated data archive includes both upstream pre-training and downstream fine-tuning datasets in DeePMD format, used for tasks like learning curve analysis and model distillation. The work originates from Peking University and is hosted on the paperswithcode platform.
Daniel Graziotin and colleagues provide an executable R Markdown document as an online appendix to their ACM journal paper. This hands-on example introduces psychometric validation methods specifically for a behavioral software engineering audience. The interactive document is designed to be run directly in R Studio, ensuring complete reproducibility of the analysis workflow.
Geoscience Australia derived raster sediment datasets for the continental Australian Exclusive Economic Zone using marine samples from multiple organizations. The study examines the effect of eight spatial reference systems, including WGS84 and GDA94 geographic systems and six map projections, on the predictive accuracy of inverse distance squared and ordinary kriging interpolation methods. Results indicate the differences in accuracy caused by the spatial reference systems are negligible for predicting seabed sediment data in the study region.
The Environment Agency maintains a public register of Authorised Treatment Facilities (ATFs) in England that handle End of Life Vehicles (ELVs). The register lists sites authorized to issue Certificates of Destruction for scrapped cars, light vans, and three-wheelers, enabling their removal from the DVLA database. Omission from the register does not necessarily indicate non-compliance, as some operators may choose not to be listed if they only process vehicles like motorbikes that do not require a certificate.
MatKG is a knowledge graph of materials science containing over 150,000 entities and 3.5 million unique triples. It was created by Vineeth Venugopal of MIT using natural language processing to extract entities and relationships from over 5 million scientific papers. The related publication is available in Nature Scientific Data.