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.
1,663
datasets available to search
ShareScore release 0.9.0
Dataset results
1,663 results for “BIAS”
Data from: The ‘male escape hypothesis’: sex-biased metamorphosis in response to climatic drivers in a facultatively paedomorphic amphibian
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Data from: The fossil record of ichthyosaurs, completeness metrics and sampling biases
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Data from: Multivariate female preference tests reveal latent perceptual biases
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Data from: Color-biased dispersal inferred by fine-scale genetic spatial autocorrelation in a color polymorphic salamander
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Data from: An alternative approach to reduce algorithm-derived biases in monitoring soil organic carbon changes
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Data from: The effects of model choice and mitigating bias on the ribosomal tree of life
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Data from: Mitochondrial phylogenomics of early land plants: mitigating the effects of saturation, compositional heterogeneity, and codon-usage bias
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Data from: Female mate choice predicts paternity success in the absence of additive genetic variance for other female paternity bias mechanisms in Drosophila serrata
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Primer biases in the molecular assessment of diet in multiple insectivorous mammals
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Data from: Sex matters in massive parallel sequencing: Evidence for biases in genetic parameter estimation and investigation of sex determination systems
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Data from: Selection and sex-biased dispersal in a coastal shark: the influence of philopatry on adaptive variation
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Data from: Serine codon-usage bias in deep phylogenomics: pancrustacean relationships as a case study
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Data from: Bias and sensitivity in the placement of fossil taxa resulting from interpretations of missing data
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Data from: Extreme fertilisation bias towards freshly inseminated sperm in a species exhibiting prolonged female sperm storage
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Data from: State-dependent judgement bias in Drosophila: evidence for evolutionarily primitive affective processes
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Data from: Two sources of bias explain errors in facial age estimation
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Data from: How many dinosaur species were there? Fossil bias and true richness estimated using a Poisson sampling model
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Exploring protocol bias in airway microbiome studies: One versus two PCR steps and 16S rRNA gene region V3 V4 versus V4
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Data from: Bayes factors unmask highly variable information content, bias, and extreme influence in phylogenomic analyses
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Data from: Sampling bias and the fossil record of planktonic foraminifera on land and in the deep sea
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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.