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Text classification, translation, QA, summarization, dialogue, sentiment analysis, language modeling, text corpora
46,177 datasets
A research dataset from Qilu University of Technology investigating the role of E-2-hexenal in chloroplast inner membrane structure transformation during tomato colour change. The dataset likely contains measurements of chlorophyll, lycopene, Ξ²-carotene, titratable acids, ascorbic acids, soluble solids, and malondialdehyde contents to support the proposed biochemical mechanism. It was authored by Xince Wang and is available via Open Access.
A finite element analysis investigates the structural response of a rock tunnel to internal blast loads. The model, developed in Abaqus/CAE by Mohammad Zaid of Aligarh Muslim University, varies concrete liner thickness and overburden pressure to observe different conditions. Results highlight the importance of lining thickness and overburden depth for tunnel safety.
Apple, peach, and pear trees infected by related phytoplasmas from the 16SrX group exhibit starkly different survival outcomes, from decades to weeks. This dataset compares morphological changes in the vascular system and physiological shifts in phloem sap and leaf phytohormones across these three host-pathogen combinations. Findings suggest long-lasting vascular adaptations and altered sap flow in apple trees may underpin their tolerance, unlike the fatal responses in peach and pear.
Eleven derivatives of a triphenylamine-pyrimidine dye were studied using DFT and TDDFT calculations to improve performance as solar cell sensitizers. The work, by Jieqiong Yang of Tianjin University, examined the effects of introducing heterocyclic rings and an amino-ethyl-amino group on electronic and photophysical properties. Two of the eleven dyes were identified as having the best potential for solar cell applications.
An experimental dataset from the SEED laboratory analyzes nutrient removal efficiency in aquaponic systems. The research compares systems with and without water treatment technologies, monitoring key parameters for lettuce and fish growth. The dataset likely contains measurements from two parallel aquaponic systems, each combining fish farming and hydroponic plant cultivation.
Aaron J. Wirsing from the University of Washington synthesized research on non-consumptive predator effects. The work conceptualizes the multi-stage process of these effects and conducts a meta-analysis to quantify how prey behavioral plasticity depends on energetic state. It highlights key knowledge gaps for developing a predictive framework.
A dataset of Public Land Survey System (PLSS) corner coordinates for Idaho, maintained by the Bureau of Land Management. It contains summary information about coordinate locations and their reliability. The dataset was last updated on 2026-04-11 and is provided by the U.S. Department of the Interior.
An article by Gopal Sarma of Emory University explores institutional challenges in contemporary scientific research. It discusses issues like the overproduction of PhDs, low reproducibility rates, and proposes graduate programs for training scientific generalists. The article is published on paperswithcode under an Open Access (diamond) license.
Idaho's Public Land Survey System (PLSS) corner points, managed by the U.S. Department of the Interior's Bureau of Land Management. The dataset contains summary information about the coordinate location and reliability of each corner. It was last updated on 2026-04-11 and is available in multiple geospatial formats.
A biomedical research dataset from a study investigating the anti-thrombotic effects of the flavonoid quercitrin. The study, authored by Hyun Ju from the Korea Institute of Oriental Medicine, assessed platelet aggregation, signaling pathways, and in vivo thrombosis models. Results indicate quercitrin inhibits platelet activation and arterial thrombus formation without prolonging bleeding time.
Field trial data from a Fisheries Science Partnership project to develop a selective Net Grid trawl with two cod ends. The project aimed to improve catch composition matching to quota allocations and reduce discards in the Farne Deeps Single Rig Nephrops fishery. The dataset likely contains positional, temporal, and species length distribution information recorded at each sampling station.
Fisheries catch data from a 2019/20 project in the southern North Sea. The dataset likely contains positional information, soak times, hook counts, and length distributions for all species, with additional release data for electronically tagged thornback rays. This work was carried out under the Fisheries Science Partnership programme by the Government Digital Service.
A 2016/17 desk study by the UK Government Digital Service addressed the strategic need for industry-led data collection in fisheries management. The work reviewed existing initiatives, appraised data-deficient stocks, and developed action plans for case studies. This output likely contains textual reports and strategic documents rather than raw observational data.
Clackmannanshire's register of land and property assets, created under the Community Empowerment (Scotland) Act 2015. The dataset likely contains records for asset transfer requests, common good property, and allotments, as mandated for local authorities. It is provided by the Government Digital Service via the eu_open_data platform.
The Scottish Vacant and Derelict Land Survey has tracked land resources since 1988. Dundee City Council annually assesses sites for inclusion on or removal from the national register, which informs policy and funding for regeneration. The survey is managed by the Scottish Government Communities Analytical Services.
One official strategy document outlines Canada's plan to strengthen its role as a leading spacefaring nation. The document was published by the Canadian Space Agency and was last updated in March 2026. It details key priorities including space exploration, commercial sector growth, and the use of space-based data.
Bingyao Huang's 2026 paper introduces a novel kernel variable importance measure (KvIM) based on maximum mean discrepancy. The associated dataset, available on figshare, includes files for the paper and likely supporting numerical experiments. The resource is licensed under CC-BY-4.0.
GWsuryaYT's chronicle-narration-dataset is a fantasy-focused instruction dataset designed for immersive narrative generation. It was used during the creation and fine-tuning process of the chronicle-narrator-gguf model. The dataset was last updated on Hugging Face on May 25, 2026.
Yukon's Ketza River gold mine produced 400 tonnes of oxide ore daily from 1988 to 1990. This report details four distinct mineralization styles hosted in Cambrian limestone, with fluid inclusion data indicating formation temperatures around 325Β°C. Stable isotope studies characterize meteoric mineralizing and oxidizing fluids.
Yukon's Mayo Mining District contains placer gold deposits in unique geological settings. The report details deposits within Reid-age glacial till, glaciofluvial gravel, and younger McConnell-age alluvial fans and fan-deltas. It categorizes deposits into three main landform types of different ages and assesses exploration potential.