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Text classification, translation, QA, summarization, dialogue, sentiment analysis, language modeling, text corpora
46,387 datasets
490 project reports from 159 German development projects, commissioned by GIZ's Corporate Evaluation Unit, form the empirical basis for two evaluative studies completed in 2023 and 2025. The studies assess project effectiveness for BMZ-funded projects valued below EUR 3 million, covering projects ending between October 2018 and December 2023. Methodologically, they combine automated table extraction with computational text mining, including a fine-tuned BERT model to classify evaluative statements.
A mixed-methods classroom study and system instantiation investigating the Material–Behaviour–Spirit framework as a cultural translation interface for generative AI in design education. The dataset, authored by Yanfei Tang and last updated on May 14, 2026, is available under a CC-BY-4.0 license. It consists of 8.9 MB of files in DOC, DOCX, and XLSX formats.
A demo dataset of 18 rigged humanoid character assets generated for multi-modal training. Each asset was produced from a single 3D model using Gemini for image generation, Tripo3D for conversion and auto-rigging, and the Metrixel CLI to output multiple data types. The dataset was created by EntVista and last updated on Hugging Face in May 2026.
The Grok-Mirror Intelligence Corpus contains foundational signal patterns for Symmetric Intelligence research. The dataset aims to map the evolution of AI-to-AI communication through high-frequency rhythmic pulses. It was authored by amoghacloud and last updated on HuggingFace in May 2026.
1,429,734 AI-generated music tracks sourced from three platforms: Suno, Mureka, and Udio. The dataset is annotated with captions, transcriptions, embeddings, aesthetics scores, and NSFW safety labels. It was created by LAION and last updated on Hugging Face in May 2026.
Argo Australia provides high-quality measurements of ocean temperature and salinity from the upper 2000 meters, collected by over 3,000 autonomous profiling floats. Each float completes approximately 150 ten-day cycles, transmitting data via satellite after each ascent. The dataset is maintained by the Australian Ocean Data Network and was last updated in April 2026.
The Alluvial mineralisation and mined alluvial workings line dataset depicts zones of alluvial gold mineralisation and areas subject to historical alluvial mining. The Geological Survey of Victoria collected the data, which is part of a larger collection of geological datasets. The dataset was last updated on 2026-04-09.
Figures on the production, transport, and use of livestock manure and the minerals nitrogen, phosphate, and potassium by farms in Utrecht for the years 2014 and 2015. The dataset, provided by the Dutch Ministry of the Interior and Kingdom Relations, compares the use of animal manure in the form of nitrogen and phosphate with the placement space for both minerals.
Youth AWBZ provides regional information on the number of young people under 18 with a care indication funded by the General Special Disease Costs Act (AWBZ) in Utrecht. The dataset covers the years 2011 to 2014, with indications issued by the Centre Indicationstelling Zorg and Youth Care Offices. It is published by the Dutch Ministry of the Interior and Kingdom Relations (Ministerie van Binnenlandse Zaken en Koninkrijksrelaties) under a CC0-1.0 license.
Geopark De Hondsrug covers much of East and Central Drenthe, extending from the provincial border in the north to Emmen and Coevorden in the south. This boundary dataset includes the Hunzedal and the Drentsche Aa National Park, with parts like Drouwenerzand designated as Natura 2000 sites. The data is provided by the Dutch Ministry of the Interior and Kingdom Relations under a public domain license.
MRSDA Exploration Graticules, Mineral points and regions, Heavy Mineral Sands areas and lines, Mining and Mineral Operation Locations, Extractive Industry Interest Areas, Deep and Shallow Leads and Shallow Workings are included. The collection was compiled for Earth Resources within DSDBI by the Department of Energy, Environment and Climate Action. It was last updated on 2026-04-09.
A list of plant species recorded in agroecosystems affected by salinity during 2022. Species are categorized by family, life span, life form, and phyto-geographical affinity, with Arabic names included. The dataset is provided by Entesar Abou Glida and was last updated in April 2026.
A geospatial dataset mapping vulnerability to nitrate leaching into groundwater, based on a 2006 historical snapshot. The classification aligns with the Provincial Environment Plan of Drenthe from 2004, dividing sand and discharge soils into three Gt groups derived from the Gd card. The dataset is provided by the Dutch Ministry of the Interior and Kingdom Relations under a Creative Commons Public Domain Mark license.
Drenthe, a province in the Netherlands, adopted a land use plan for recreational green spaces in 2014. The plan, created by the Provincial Staten van Drenthe and published by the Dutch Ministry of the Interior, aims to improve tourist access to the hinterland near Beilen and Assen. It is part of the 'Environmental Vision 2014' and appears in a map titled 'Robust socio-economic system'.
Australia-wide statistics on surface water observations derived from Landsat satellite imagery between 1986 and 2025. The data, produced by Geoscience Australia, provides per-pixel counts of clear observations and water detections at a 30-meter resolution. It includes annual, seasonal, and multi-year summaries of water frequency.
The dataset relates to the Provincial Environment Plan Drenthe II, adopted by the Provincial Staten van Drenthe on 7 July 2004. It likely contains spatial preferences for new residential areas and recreation, with an emphasis on integrating greenery. The data is provided by the Dutch Ministry of the Interior and Kingdom Relations.
Geospatial data on designated water storage areas established to prevent flooding from watercourses. The dataset originates from a Dutch provincial environmental vision adopted by the Provincial Council on 9 July 2014. The data is provided by the Dutch Ministry of the Interior and Kingdom Relations.
A 2004 map delineating areas with natural and supportive groundwater functions in the Dutch province of Drenthe. The Provincial Environment Plan Drenthe II (POPII) was adopted by the Provincial Staten van Drenthe on 7 July 2004. The dataset is provided by the Dutch Ministry of the Interior and Kingdom Relations under a public domain license.
A geospatial dataset from the Dutch Ministry of the Interior and Kingdom Relations illustrating the potential for heat extraction using geothermal energy. The data appears to be part of a resistance map related to gas extraction, focusing on the temperature difference between the earth's surface and deep heat reservoirs. The license is Creative Commons Public Domain Mark 1.0 (CC-PDM-1.0).
Article 4 Directions are statements made under Scottish planning law that remove permitted development rights in specific areas. The dataset, provided by the Scottish Government via SpatialData.gov.scot, details areas where planning permission is required for minor works like replacing windows or erecting fences. It was last updated on 2026-04-28.