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Text classification, translation, QA, summarization, dialogue, sentiment analysis, language modeling, text corpora
41,486 datasets
Marine field tests in the Bohai Sea demonstrated over 90% biofouling suppression after 180 days. The dataset, authored by Xin Guo and last updated in May 2026, describes a nanocellulose-based slippery liquid-infused porous surface (SLIPS) designed for synergistic drag reduction, corrosion protection, and antifouling. It reports performance metrics including up to 30% drag reduction and 95.7% corrosion inhibition in saline water.
Jinyu Cai published transcriptomic and experimental data on figshare in 2026, investigating the role of FASN in autophagy and lipid metabolism in early age-related macular degeneration (AMD). The dataset includes results from human macular tissue analysis and in vitro RPE cell experiments, with files totaling 11.1 MB in DOCX and XLSX formats. The data is licensed under CC-BY-4.0.
Chignahuapan and Zacatlán municipalities in the Sierra Norte of Puebla, Mexico, are covered by this dataset. It provides aggregated Analytic Hierarchy Process (AHP) criteria weights and categorical suitability maps for hiking, picnicking, and mountain biking at 30-meter resolution. The data was produced by Cristopher López-Paniagua and relates to studies on forest landscapes and ecotourism spatial prioritization.
A 2026 scoping review by Vogel-Eyny et al. examined 21 studies on personalizing word targets in anomia treatment for people with aphasia. The review analyzed definitions, selection methods, and linguistic characteristics of personalized words. Supplemental material includes LESK algorithm values for semantic analysis of descriptor terms.
156 mapping units comprise the TASVEG 5.0 vegetation map for Tasmania, produced by the Tasmanian Vegetation Monitoring and Mapping Program (TVMMP). This fifth major release since 2004 is continually revised via photographic and satellite image interpretation and verified in the field where possible. The technical reference is 'From Forest to Fjaeldmark: Descriptions of Tasmania's Vegetation, Edition 2' (Kitchener and Harris 2013).
Geoscience Australia Data created a thermal maturity framework for Permian sandstone reservoirs in the Northern Denison Trough, Bowen Basin. The dataset includes vitrinite reflectance measurements ranging from 0.55% to 0.93% Rmax and Rock-Eval Tmax values from 421°C to 447°C from coals and shales. This work was part of the Queensland Government's ZeroGen CO2 Capture and Storage Project, with metadata last updated in April 2026.
Yanran Chen's dataset, last updated April 28, 2026, illustrates formatted annotation for syntactic language change. It contains 15 syntax metrics derived from dependency trees, analyzing English and German parliamentary debates over 160 years using 6 different parsers. The 5.5 KB XLS file presents results from a cross-lingual computational analysis.
A 2026 study by Yue Zhou investigated five systematically modified 18F-labeled benzylguanidine derivatives for PET imaging of cardiac sympathetic innervation. The dataset likely contains results from in vitro and in vivo evaluations, including biodistribution in mice and PET imaging in pigs. The most promising candidate, 18F-FBr, demonstrated high myocardial uptake and NET-specific binding.
YangMPS is a novel multi-point statistics simulation method designed to address non-stationarity in spatial data. Developed by Junjie Li and published on figshare in May 2026, the method separates spatial variables into regular and irregular components for more accurate modeling. Tests on simulated and real-world datasets showed it achieves significantly better accuracy than existing direct sampling and detrending methods.
A 280.2 KB Excel file analyzes technical and economic determinants for optimizing photovoltaic micro-installations in Poland. The dataset, authored by Maciej Dzikuć and last updated in May 2026, examines solutions to prevent energy production peaks that destabilize transmission networks. The analysis likely contains parameters for optimizing panel orientation relative to cardinal directions to balance system operation with grid load.
André M. M. Gomes published a dataset on figshare on 2026-05-15 evaluating four conformer-generation workflows for COSMO-RS solubility predictions. It contains a curated set of 926 experimental solubility values and 405 free energies of solvation. The analysis compares RDKit-based, semiempirical, and DFT-based pipelines to assess their influence on prediction accuracy.
Gobinathan Chandran authored a case report on figshare, last updated May 18, 2026. The document details a two-phase intervention for a single 40-year-old male with chronic incomplete spinal cord injury, assessing outcomes like gait speed, motor scores, and electromyography. The dataset is a 22.5 KB DOCX file.
Data from a 2026 study investigating the effects of phenolic compounds on cardiac damage in mice. The dataset likely contains results from a 16-week high-fat diet experiment on C57BL/6 mice, including plasma lipid profiles, cytokine levels, histopathological evaluations, and electrocardiogram assessments. It was created by Myeongguk Jeong and shared under a CC-BY-4.0 license.
Supplementary data from a study investigating the molecular continuum between radioiodine-refractory and anaplastic thyroid cancer. The research integrated RNA-seq and microarray cohorts from TCGA-THCA and other sources to derive gene modules and predict drug sensitivity. The dataset, authored by Siying Wang and published on figshare under CC-BY-4.0, is 4.2 MB and was last updated in May 2026.
An Excel dataset supporting research on radioiodine-refractory and anaplastic thyroid cancer. It contains derived gene modules, pathway annotations, and drug-response predictions from integrated RNA-seq and microarray cohorts. The dataset was authored by Siying Wang and last updated on May 18, 2026.
City of Hobart's map integrates stormwater infrastructure, road formations, building footprints, and 2-meter contours compiled from multiple high-detail sources. The dataset originates from digitized 1:500 survey sheets, field surveys, and aerial photography collected over several years. It serves as a foundational geospatial layer for urban planning and infrastructure management within the municipality.
Nine studies involving 386 rodents were included in this systematic review and meta-analysis. The data, compiled by Lixiang Gan and published on figshare in 2026, synthesizes findings from randomized controlled animal studies on acupuncture for vascular dementia. It reports standardized mean differences for neurotransmitters like serotonin, norepinephrine, and dopamine, as well as behavioral outcomes.
A 2026 systematic review and meta-analysis by Lixiang Gan synthesizes evidence from nine animal studies involving 386 rodents. The document analyzes the effect of acupuncture on monoaminergic neurotransmitter levels and cognitive function in models of vascular dementia. It reports standardized mean differences for serotonin, norepinephrine, dopamine, acetylcholine, and long-term potentiation outcomes.
Lixiang Gan uploaded a supplementary document on 2026-05-11 summarizing a preclinical systematic review and meta-analysis. The 15.7 KB DOCX file contains results from nine studies involving 386 rodents, analyzing the effect of acupuncture on monoaminergic neurotransmitters in animal models of vascular dementia. The meta-analysis calculated standardized mean differences for serotonin, norepinephrine, dopamine, acetylcholine, long-term potentiation, and behavioral outcomes.
Nine studies involving 386 rodents were included in this preclinical systematic review and meta-analysis. The document, authored by Lixiang Gan and last updated in May 2026, synthesizes evidence on the effect of acupuncture on monoaminergic neurotransmitter levels in animal models of vascular dementia. It reports standardized mean differences for serotonin, norepinephrine, dopamine, acetylcholine, long-term potentiation, and behavioral outcomes.