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Text classification, translation, QA, summarization, dialogue, sentiment analysis, language modeling, text corpora
49,416 datasets
Raw data from a combined experimental and micromagnetic modeling study of confined dipole and exchange spin waves in the chiral magnet Cu2OSeO3. The data supports a manuscript investigating the impact of the Dzyaloshinskii-Moriya interaction on spin wave dispersion and the observation of confined spin waves up to the eleventh order. The work was supported by the Swiss National Science Foundation, the Deutsche Forschungsgemeinschaft, and the European Research Council.
Kyle Swanson and colleagues from Stanford University published data and models in 2024 for generative AI-driven antibiotic discovery. The repository includes training data for Acinetobacter baumannii inhibition, known antibiotic molecules from ChEMBL, and compounds generated by SyntheMol using models like Chemprop and random forests. It also contains information on 58 SyntheMol-generated compounds that were successfully synthesized by Enamine.
A benchmark data corpus for the IEEE-AASP Challenge on Acoustic Source Localization and Tracking. The repository contains development and evaluation datasets recorded in an enclosed acoustic environment using four different microphone arrays and an optical tracking system. The data encompasses six scenarios ranging from single static sources to multiple moving talkers with moving arrays.
A 2018 data repository from Imperial College London supports a study on a new light-responsive metal-organic framework. The dataset likely contains experimental results for CO2 adsorption under static and dynamic conditions and performance metrics for CO2/N2 separation using mixed matrix membranes. The research was published in ACS Applied Materials & Interfaces.
A dataset on owner-occupied housing costs calculated via the Net Acquisitions approach. It is produced and maintained by the UK's Office for National Statistics, with a last recorded update in July 2026. The data is published under the OGL-UK-3.0 license.
ACSOE was a 5-year NERC programme on tropospheric chemistry coordinated by the University of East Anglia. Its Aerosol Characterisation Experiment (ACE) used a hill cap cloud on Tenerife as a natural flow-through reactor during the HILLCLOUD-96 and 98 campaigns. The resulting dataset contains size distribution, chemical composition, and hygroscopic properties of marine and modified continental aerosol from the North Atlantic.
London's 2014 greenhouse gas emissions and energy consumption data for homes, workplaces, and transport. This interim inventory estimates CO2e emissions at 37.8 million tonnes, a 16% reduction from 1990 levels, and per capita emissions at 4.4 tonnes. It is produced by the Greater London Authority to measure progress against the Mayor's Climate Change Mitigation and Energy Strategy.
August 2020 to December 2021 scheme funded by the UK Department for Business, Energy and Industrial Strategy. The £500 million Green Homes Grant Local Authority Delivery scheme funded energy efficiency and low carbon heating projects for low-income households across England. It was delivered in three phases, allocating funds to local authorities and regional energy hubs.
A dataset associated with a published study from ETH Zurich provides numeric results for economic and environmental scenarios for ethylene production. The data includes total price calculations with uncertainty ranges, breakeven points, and environmental impact metrics like global warming potential. It was created by Iasonas Ioannou and colleagues for their work on hybridizing fossil- and CO2-based production routes using renewable energy.
The Murray Basin in southeastern Australia contains data on subsurface geological units that act as permeability barriers to groundwater flow. The dataset likely contains stratigraphic and sedimentological analyses from borehole logs, including porosity and permeability measurements from a fully cored section in the Piangil West-2 borehole. It was published by the Australian Ocean Data Network and last updated in 2026.
A database of 1,425 datapoints on catalysts for thermocatalytic CO2 hydrogenation to methanol compiled from literature. The dataset includes 12 experimental descriptors used to predict methanol space-time yield (STY) with ensemble-tree models achieving R² > 0.85. It was developed by Manu Suvarna at ETH Zurich as part of a machine learning framework for catalyst performance prediction.
The GIR dataset from ETH Zurich contains over 900,000 Impulse Responses (IRs) to study the relationship between geometry and acoustic parameters. Acoustic measurements were taken at 2,952 positions on 312 distinct, 3D-printed surfaces using an automated robotic process. The dataset is released under the GNU General Public License v3.0 with enriched metadata in JSON-LD format.
GRASP-AOD validation data processed from 30 AERONET sites using GRASP v1.0.0 following the methodology of Torres et al. 2017 and Torres et Fuertes 2020. The dataset includes 31 files, with 30 files describing the AERONET sites and one file (aureole_Granada.csv) used for GRASP-AUR testing. The data was authored by Benjamín Torres of the Centre National de la Recherche Scientifique.
Over 115,000 flight line kilometers of airborne electromagnetic (AEM) data, covering 2,085,000 km² or 27% of the Australian continent, have been processed using this conversion workflow. Geoscience Australia developed the AEMInterpConvert tool to facilitate the digitization, attribution, and format conversion of AEM interpretation linework. The tool produces outputs designed to support 3D geological modelling for cover thickness and basement depth investigations.
Temporal analysis of urban development in Calgary, Alberta, using satellite imagery from 2011 and 2021. Natural Resources Canada's GeoAI features automatically extracted from these images are intersected with national building and road databases to detect new construction and forest coverage changes. The dataset is part of the GeoAI - GeoBase Series, last updated in June 2026.
NESP TWQ Project 3.13 involves preparing and publishing approximately 50 datasets for the eAtlas and Australian Ocean Data Network (AODN) from July to December 2015. The project supported data management for the Torres Strait Regional Authority's Land and Sea Strategy and completed reef mapping for coral monitoring data processing by GBRMPA. The work included training sessions on data formatting and platform use.
Project 10.2 of the NERP Tropical Ecosystems Hub investigates links between human systems and the Great Barrier Reef from 2012 to 2014. Researchers from the Australian Ocean Data Network designed surveys to value ecosystem services and analyzed proxies for rainfall, land use, and economic variables. The work aims to determine how socio-economic factors like beef prices and exchange rates influence water quality in the reef lagoon.
Participatory scenario planning for Torres Strait communities facing climate change and development pressures. The project, conducted by CSIRO from 2011 to 2014, produced workshop reports and assessments to identify adaptation strategies. Outputs include typologies of livelihoods, vulnerability assessments, and future impact evaluations for ecosystem services.
Data from a master's thesis project hosted by the Australian Ocean Data Network measures the effect of nickel on phytoplankton. It contains growth rates for 11 phytoplankton species under different nickel concentrations, with photo-physiological data from Fast Repetition Rate fluorometry. The data was analyzed using generalized additive models and plotted in RStudio.
The e-Atlas is a website and mapping system for presenting and preserving environmental research data from Australian marine and tropical ecosystems. It serves as the primary data repository for 38 NERP Tropical Ecosystems Hub projects and 6 Reef Rescue Marine Monitoring Program projects. The project aimed to document, capture, and visualize research outcomes following the NERP TE Data Management Guidelines.