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Text classification, translation, QA, summarization, dialogue, sentiment analysis, language modeling, text corpora
40,756 datasets
2,100 expert-annotated German financial questions were used to validate the INAGQA question-answering system. The dataset likely contains the system's outputs, including parsed queries and linked knowledge graph entities. Authored by Jamal Al Qundus and last updated on 2026-05-04, it is shared under a CC-BY-4.0 license.
Juan Manuel Rosero Ñañez published a dataset on figshare in May 2026 containing individual participant characteristics for a pilot study on objective spasticity quantification. The dataset includes data for nine individuals (3 female, 6 male) with upper-limb spasticity due to cerebral palsy or stroke. It is a small exploratory dataset (5.5 KB) supporting the development of a multimodal instrument using wearable sensors.
Nine individuals with upper-limb spasticity participated in a pilot study to develop an objective assessment method. A wearable system captured muscle activation, joint kinematics, and resistance force during passive mobilizations, from which six area-under-the-curve indicators were derived. Juan Manuel Rosero Ñañez authored this dataset, last updated on 2026-05-04, which contains the statistical results, including a Composite Index that differentiated spasticity severity levels.
Nine individuals with upper-limb spasticity from cerebral palsy or stroke were assessed using a wearable system capturing muscle activation, joint kinematics, and force. A factor loading matrix derived from six area-under-the-curve indicators reveals three latent components accounting for 83.86% of variance. This 5.5 KB Excel file, authored by Juan Manuel Rosero Ñañez and updated in May 2026, contains the weights used to construct a Composite Index for objective spasticity quantification.
Juan Manuel Rosero Ñañez published a dataset containing statistical results from a pilot study on spasticity quantification. The data includes one-way ANOVA results applied to a Composite Index derived from multimodal sensor data (sEMG, IMU, force) collected from nine individuals with cerebral palsy or stroke. The dataset was last updated on May 4, 2026, and is stored in an XLS file of 5.5 KB.
Southern Africa is the geographic focus of this dataset, which provides spatial and temporal estimates of biomass burned area and emissions from open fires for the year 2000. It employs satellite-derived data at 1-km resolution, classifying land cover into forests, woodlands, and grasslands to model combustion and emission factors. The dataset includes monthly estimates for eight variables, including carbon dioxide (CO2), methane (CH4), carbon monoxide (CO), and particulate matter (PM2.5).
Two blue holes at Cockatoo and Molar Reefs, measuring 240-295 meters in diameter and 30-40 meters deep. The dataset, from the Australian Ocean Data Network, describes their morphology, sediment fans, and biological associations, suggesting they are collapsed dolines formed over multiple low sea-level periods. It was last updated on 2026-06-04.
Eddy covariance and meteorological measurements from the ALTAR Desert Uplands 1 flux tower in a woodland ecosystem. Data are processed using PyFluxPro to produce gap-filled Net Ecosystem Exchange (NEE) partitioned into Gross Primary Productivity (GPP) and Ecosystem Respiration (ER). The dataset is managed by the Terrestrial Ecosystem Research Network's Data Discovery platform and was last updated on 2026-05-16.
The ALTAR Desert Uplands 2 flux tower dataset contains measurements of energy and mass exchange between the surface and atmosphere using eddy covariance techniques. Data are processed using PyFluxPro to produce a final, gap-filled product with Net Ecosystem Exchange partitioned into Gross Primary Productivity and Ecosystem Respiration. The Terrestrial Ecosystem Research Network's Data Discovery platform hosts this collection, last updated on 2026-05-16.
A dataset likely contains computational and mechanistic data supporting a study on dinitrogen fixation pathways. The research, authored by Zhu-Bao Yin, presents a hybrid pathway involving η²-hydrazido isomerization. The dataset was last updated on June 1, 2026, and is shared under a CC-BY-NC-4.0 license.
From December 2022 through an expected 2025 science phase, the Surface Water Ocean Topography (SWOT) mission's KaRIn instrument provides water surface elevation, area, and storage change for lakes. Data is organized into three vector datasets: observation-oriented features, prior database (PLD)-oriented features, and unassigned water features not in prior databases. This collection contains Version C science data products distributed as ESRI Shapefiles.
Monitoring before, during, and after Tropical Cyclone Dominic captured sediment and water flux at Boulder Reef in the Northern Great Barrier Reef. The dataset, provided by the Australian Ocean Data Network, records water velocities up to 60 cm/s and sediment loads with particulate organic material up to ten times greater than particulate inorganic carbon. It also quantifies a terrestrial clay influx of 135-228 tonnes every five years, a pattern confirmed in Holocene core samples.
A 1990s Australian marine geoscience project proposed acquiring up to 3600 km of deep seismic data across 11 lines. The survey aimed to define the deep-crustal structure of the Browse Basin region on Australia's North West Shelf, tying into 18 exploration wells. The Australian Ocean Data Network hosts the cruise proposal document outlining objectives to assess tectonic history and hydrocarbon potential.
UARS Particle Environment Monitor (PEM) level 2 data provides high-resolution X-ray spectral measurements from the Atmosphere X-Ray Imaging Spectrometer unit 2 (AXIS2). The dataset contains daily files of charged particle intensity across an energy range of roughly 2 keV to 300 keV, recorded by eight directionally-staggered pixels. It covers a temporal range from October 1, 1991 to August 23, 2005, with spatial coverage between -80 and +80 degrees latitude.
A geological report describes the Lower Carboniferous sedimentary and volcanic rocks in the Rouchel district of eastern New South Wales. The district covers an area of about 1200 km² and the described rock sequence is 4000 to 4500 meters thick. The data is provided by the Australian Ocean Data Network and was last updated in June 2026.
D.F.S. No. 1 Betoota well data was drilled by Delhi Australian Petroleum Ltd, Frome-Broken Hill Company Pty Ltd, and Santos Limited in far southwest Queensland. The well reached a total depth of 9,824 feet between December 1959 and April 1960, recording stratigraphic and hydrocarbon data. The dataset is provided by the Australian Ocean Data Network via data_gov_au.
The Ngalia Basin contains up to about 5 km of sedimentary rock, with maximum known thicknesses including 3200 m of Adelaidean and 3100 m of Devono-Carboniferous sediments. This dataset from the Australian Ocean Data Network describes the basin's stratigraphy, structure, and resource potential. It was last updated on 2026-06-04.
The dataset from the Australian Ocean Data Network presents a geological model of terrigenous sedimentation in the central Great Barrier Reef lagoon, focusing on the Burdekin Region. It describes coastal progradation rates decreasing from 2.5 m yr-1 to 0.1 m yr-1 and identifies four distinct sedimentary assemblages. The data was last updated on 2026-06 04.
A customized world basemap vector tile layer, uniquely symbolized to highlight special areas of interest (AOIs) created and edited by Community Maps contributors. These AOIs include landscaping features like grass, trees, and rock, as well as sports amenities such as tennis courts and football and baseball field lines. The layer is built using the same data sources as Esri's World Topographic Map and other Esri basemaps.
OpenSpace is a vector tile layer providing a customized world basemap optimized to display special areas of interest edited by Community Maps contributors. These areas include landscaping features like grass, trees, and rock, and sports amenities such as tennis courts and field lines. The layer is built using the same data sources as Esri's World Topographic Map and is published by the City of Moreton Bay's Data Hub.