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Text classification, translation, QA, summarization, dialogue, sentiment analysis, language modeling, text corpora
49,576 datasets
A bathymetry and backscatter survey of the Solitary Islands Gumbaynggirr Yaegl Marine Park was acquired by the NSW government between 31 Aug 2022 and 31 Jul 2023. The dataset contains 32-bit floating point geotiff files of bathymetry and backscatter in 5m resolution, processed using Hypack, R2Sonic GUI, and other software. This dataset is provided by the Australian Ocean Data Network and is not for navigational use.
Xiamen, China, is the geographic scope for this dataset of 147,613 Weibo text check-ins from 2017, used to quantify resident sentiments across 1,096 neighborhoods. The dataset was created by Chenjing Fan of Nanjing Forestry University to investigate the multilevel and nonlinear effects of the built environment on public sentiment using regression and gradient boosting models. It provides data support for urban planning and targeted measures to improve living environments.
6,974 audio samples of 15 to 30 seconds duration, each paired with five captions of 8 to 20 words, resulting in 34,870 total captions. The dataset was created by Konstantinos Drossos of Tampere University and is described in a 2020 ICASSP paper. It is structured into development, validation, and evaluation splits.
Andreas Hagemann of the University of Michigan developed a wild bootstrap procedure for cluster-robust inference in linear quantile regression models. The method is designed for settings with a large number of small, heterogeneous clusters and is shown to perform well even with few clusters relative to sample size. An application to Project STAR data is provided.
Initial files needed to run barotropic tidal simulations using the MPAS-Ocean model. The data includes run directories for inline and scalar SAL methods, along with shared supporting files. Kristin Nicole Barton from the University of Michigan provided these files, which are available via the E3SM project's GitHub repository.
The icare annual report covers activities and financials for the period 1 July 2019 to 30 June 2020. It details the insurance and care schemes and statutory bodies that icare acts for, administers, and provides services to in New South Wales. The report was prepared according to the Annual Reports (Statutory Bodies) Act 1984 and NSW Treasury requirements, with financial statements certified by the Auditor-General.
Digital vector boundaries for Senedd Cymru Constituencies in Wales, as at May 2026. The boundaries are provided in Full resolution - extent of the realm (BFE), which typically follows the Mean Low Water mark. The dataset contains both Ordnance Survey and Office for National Statistics Intellectual Property Rights.
Senedd Cymru Constituencies (May 2026) Boundaries WA BGC provides digital vector boundaries for Welsh parliamentary constituencies. The dataset contains boundaries generalised to 20m resolution and clipped to the Mean High Water coastline. It is hosted by the Office for National Statistics and was last updated on May 13, 2026.
Wales is covered by digital vector boundaries for Senedd Cymru constituencies as of May 2026. The data contains Ordnance Survey and ONS intellectual property rights and is provided in a super generalised (200m) format clipped to the coastline. It was last updated on 2026-05-13.
Queensland, Australia's Department of Natural Resources and Mines, Manufacturing, and Regional and Rural Development maintains a quarterly updated register of gifts and benefits. The register records items valued at more than $150 given to or received by the department and its employees. It is published by the Queensland Government under a CC-BY-4.0 license.
A bathymetry survey of the Forster, Cape Hawke to Black Head area in New South Wales, Australia. The dataset was acquired by the NSW Department of Planning and Environment between 27 February 2019 and 14 October 2020 using a multibeam sonar system. It contains 32-bit floating point geotiff files for bathymetry and backscatter at a 5-meter resolution.
The North Wollongong bathymetry survey was acquired by the NSW Department of Planning and Environment from 13 August 2017 to 4 March 2022. It provides 32-bit floating point geotiff files of bathymetry and backscatter data at a 5-meter resolution for the Bellambi Point to Stanwell Park area. This dataset was created as part of the SeabedNSW program to establish a baseline and map seabed type distribution.
Nine abundant Drosophila species were studied along elevational gradients in the Australian Wet Tropics. The data supports analysis of distribution patterns, thermal performance curves, and intra- and inter-specific competition effects. The repository was created by Jinlin Chen from the University of Oxford for the associated manuscript.
Raw materials characterisation and adsorption data support a research paper on surface complexation modelling of arsenic. The dataset includes adsorption isotherms, pH edges, and potentiometric titration data for arsenic(III) and arsenic(V) on three sorbent materials. Data was primarily collected by Jay Bullen between 2016 and 2019 at Imperial College London.
Provisional Renewable Energy statistics are based on Northern Ireland planning applications. Tables cover applications and decisions by type, Local Government District, and Parliamentary Constituency. Historical data goes back to the 2002/03 period.
Six scenario files for analyzing decarbonisation and energy security in Morocco, supporting the paper 'Morocco's Coal to Clean Journey'. The repository includes a Data Annex listing sources and assumptions, instructions for running the model on OSeMOSYS Cloud, and a U4RIA compliance statement. The data was authored by Natasha Harland of Imperial College London.
London Energy and Greenhouse Gas Inventory (LEGGI) 2011 provides estimates of energy consumption and carbon dioxide emissions for the Greater London area. The inventory is produced annually by the Greater London Authority to track progress against the Mayor's Climate Change Mitigation and Energy Strategy. It covers emissions and energy use from Homes, Workplaces, and Transport sectors.
England and Wales coroner statistics are compiled from annual manual returns submitted under the Coroners Act 1988. The Ministry of Justice publishes these National Statistics on deaths reported to coroners, inquests and post-mortems held, and treasure finds. The dataset was last updated on 2026-07-08.
A 2015 study by Kool and Nichol developed a four-dimensional (3D × time) biophysical dispersal model to simulate marine larval movement. The model was applied to Australia's northwest marine region, focusing on connectivity among Commonwealth Marine Reserves. Results include animations of larval movement near Gascoyne canyon, dispersal surfaces over depth and time, and matrices of connectivity values.
Four datasets underpin a study quantifying human development in the world's largest remaining temperate woodland. The data includes development footprints across 24 sample areas, a 20 km grid analysis for the entire Great Western Woodlands region, patch-level disturbance drivers, and track width measurements. It was published via the Terrestrial Ecosystem Research Network's Data Discovery portal.