Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
6
datasets available to search
ShareScore release 0.9.0
Dataset results
6 results for “Reusable Data”
ShareTrait: a data portal for making trait data interoperable and reusable
<p><strong>Scope</strong></p> <p>This dataset provides the SQL version of the ShareTrait database, corresponding to <strong>ShareTrait version 1.2.0</strong>. It represents the structured database equivalent of the previously published dataset, <strong>ShareTrait: a data portal for making trait data interoperable and reusable</strong>, version 1.0.0 (Zenodo, July 12, 2023, <a href="https://doi.org/10.5281/zenodo.8138904" target="_new" rel="noopener">DOI: 10.5281/zenodo.8138904</a>). This version includes the database file, an SQL query, and the resulting output file generated from the SQL query. </p> <p><strong>Dataset content</strong></p> <p>The repository provides:</p> <ul> <li><strong>ShareTrait-database-v1.2.0.db</strong> : the database file.</li> <li><strong>master-query-all.sql</strong> : SQL query used for reconstructing the dataset.</li> <li><strong>master-query-output.csv</strong> : SQL query output file .</li> <li><strong>ShareTrait-dataset-database-mapping.csv</strong> : mapping of attribute fields from the SQL query output to the corresponding attributes in <a href="/records/8138904/files/ShareTrait_MetaData_v1.0.0.csv?download=1">ShareTrait_MetaData_v1.0.0.csv</a>, with relevant column name = "Column_name", version 1.0.0 (<a href="https://doi.org/10.5281/zenodo.8138904" target="_new" rel="noopener">DOI: 10.5281/zenodo.8138904</a>)</li> </ul> <p><strong>Access and usage</strong></p> <p>Files and documentation are available on GitHub: <a href="https://github.com/ShareTraitProject" target="_new" rel="noopener">ShareTrait Project</a>. Users can execute the SQL query by using either SQLiteStudio or SQLite3. Detailed instructions are provided in this repository <strong>README</strong>.</p> <p><strong>Citation</strong></p> <p>When using this dataset, please provide the following citation:</p> <p>Leiva, F., Ellers, J., Berg, M. P., Cuxart-Erruz, R., Barneche, D., Blackburn, T., Castañeda, L. E., Chown, S., Gaitán-Espitia, J. D., Gebauer Mery, P. H., Gomez Isaza, D., Hardy, I., Hermaniuk, A., Hirst, A., Jorissen, S., Keasar, T., Koene, J. M., Le Lann, C., Martorelli, I., Molinet C., Niklitschek E.J., Oliveira B., Olivier B., Orizaola G., Pilakouta N., Shameer K.S., Shokri M., Stoks R., Tougeron K., Tuni C., van de Pol I.L.E., van Dis N.E., Visser B., Vogels J., White C.R., Wu N., and Verberk W. (2025). ShareTrait: a data portal for making trait data interoperable and reusable (version 1.2.0) [Data set]. Zenodo. <a href="https://doi.org/10.5281/zenodo.14826294" target="_new" rel="noopener">https://doi.org/10.5281/zenodo.14826294</a></p> <p>For further information, please contact: <a rel="noopener">i.martorelli@vu.nl</a></p>
A case-study for improved reusability of plant phenotyping data with MIAPPE
<p>Accompanying datasets for manuscript, "A case-study for improved reusability of plant phenotyping data with MIAPPE".</p> <p>The ZIP archives in this repository contain the source files and the output files that this manuscript refers to.</p>
Data from: A reusable pipeline for large-scale fiber segmentation on unidirectional fiber beds using fully convolutional neural networks
Open the record for dataset details and reuse information.
Data underlying figures in Beyond Data: sharing related research outputs to make data reusable
<p>Data that underlies figures in forthcoming article Beyond Data: sharing related research outputs to make data reusable, to be published in the journal Learned Publishing. Data in these files was retrieved from the DataCite REST API and the DataCite metadata schema. Zipped file contains identical data in 2 formats: individual CSV files (one per figure, plus a file with the overall count of DataCite DOIs by resource type and year) and single XLSX file with multiple tabs. </p>
Primary NMR data: A Facile Approach to the Synthesis of 3-Acylisoxazole Derivatives by the Use of Reusable Solid Acid Catalysts
<p>This dataset is primary NMR data in the paper: A Facile Approach to the Synthesis of 3-Acylisoxazole Derivatives by the Use of Reusable Solid Acid Catalysts.</p>
ONCOlogy-targeted NLP-powered Federated Hyper-archItecture and Data Sharing Framework for Health Data Reusability
ClinicalTrials.gov study NCT05060835. IPD Sharing: NO. Countries: 0. Publications: 0.
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.