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.
72
datasets available to search
ShareScore release 0.9.0
Dataset results
72 results for “usage data”
Data from: Translational selection frequently overcomes genetic drift in shaping synonymous codon usage patterns in vertebrates
Open the record for dataset details and reuse information.
Data from: Mitochondrial phylogenomics of early land plants: mitigating the effects of saturation, compositional heterogeneity, and codon-usage bias
Open the record for dataset details and reuse information.
Data from: Serine codon-usage bias in deep phylogenomics: pancrustacean relationships as a case study
Open the record for dataset details and reuse information.
Data from: Antennal lobe organization and pheromone usage in bombycid moths
Open the record for dataset details and reuse information.
Data from: Antagonistic relationships between intron content and codon usage bias of genes in three mosquito species: functional and evolutionary implications
Open the record for dataset details and reuse information.
Data from: Gene expression levels are correlated with synonymous codon usage, amino acid composition and gene architecture in the red flour beetle, Tribolium castaneum
Open the record for dataset details and reuse information.
Characterising Pythonic Data Structure Usage Scenarios in Textbooks
Open the record for dataset details and reuse information.
A Collection of Vital Status and Pulmonary Medication Usage Data for Patients With Chronic Obstructive Pulmonary Disease (COPD) Who Withdrew Prematurely From Tiotropium Inhalation Solution Delivered b
ClinicalTrials.gov study NCT02172560. IPD Sharing: Not stated. Countries: 3. Publications: 0.
Collect Clinical Data in Chinese Patients Received CUBICIN Treatment for Actual Usage in Clinical Practice
ClinicalTrials.gov study NCT01212601. IPD Sharing: Not stated. Countries: 1. Publications: 0.
An Open Label,Observational, Real Time Data Capturing of Usage & Outcome of Coseal
ClinicalTrials.gov study NCT01706640. IPD Sharing: Not stated. Countries: 1. Publications: 0.
A Data Collection Protocol to Evaluate the Real World Usage of the Orthofix AccelStim Device to Treat Fresh Metatarsal Fractures
ClinicalTrials.gov study NCT07286357. IPD Sharing: NO. Countries: 1. Publications: 0.
USAGE OF DISSIMILARITY MEASURES AND MULTIDIMENSIONAL SCALING FOR LARGE SCALE SOLAR DATA ANALYSIS
USAGE OF DISSIMILARITY MEASURES AND MULTIDIMENSIONAL SCALING FOR LARGE SCALE SOLAR DATA ANALYSIS Juan M Banda, Rafal Anrgyk ABSTRACT: This work describes the application of several dissimilarity measures combined with multidimensional scaling for large scale solar data analysis. Using the first solar domain-specific benchmark data set that contains multiple types of phenomena, we investigated combination of different image parameters with different dissimilarity measure sin order to determine which combination will allow us to differentiate our solar data within each class and versus the rest of the classes. In this work we also address the issue of reducing dimensionality by applying multidimensional scaling to our dissimilarity matrices produced by the previously mentioned combination. By applying multidimensional scaling we can investigate how many resulting components are needed in order to maintain a good representation of our data (in an artificial dimensional space) and how many can be discarded in order to economize our storage costs. We present a comparative analysis between different classifiers in order to determine the amount of dimensionality reduction that can be achieved with said combination of image parameters, similarity measure and multidimensional scaling.
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.