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.
1,047
datasets available to search
ShareScore release 0.9.0
Dataset results
1,047 results for “constraint”
Data from: Constraints on speciation suggested by comparing lake-stream stickleback divergence across two continents
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Data from: Saprotrophic and ectomycorrhizal fungal sporocarp stoichiometry (C : N : P) across temperate rainforests as evidence of shared nutrient constraints among symbionts
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Data for: More than what they eat: Uncoupled biophysical constraints underlie geographic patterns of herbivory
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Data from: Costs and constraints conspire to produce honest signalling: insights from an ant queen pheromone
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Data from: Quantifying the effects of ecological constraints on trait expression using novel trait-gradient analysis parameters
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Data from: The evolution of life cycle complexity in aphids: ecological optimization, or historical constraint?
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Data from: Evolutionary constraints mediate extinction risk under climate change
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Data from: Low recruitment due to altered settlement substrata as primary constraint for coral communities under ocean acidification
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Data from: Oncogene inference optimization using constraint-based modelling incorporated with protein expression in normal and tumour tissues
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Data from: The B-matrix harbours significant and sex-specific constraints on the evolution of multi-character sexual dimorphism
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Evolutionary trade-offs may interact with physiological constraints to maintain color variation
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Data from: Parentage analysis of Ansell's mole-rat family groups indicates a high reproductive skew despite relatively relaxed ecological constraints on dispersal
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Data from: Do evolutionary constraints on thermal performance manifest at different organizational scales?
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Geodetic constraints of strain partitioning across the Pacific Northwest, USA
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Data from: Genetic analysis of life-history constraint and evolution in a wild ungulate population
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Data from: Genetic constraints predict evolutionary divergence in Dalechampia blossoms
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Data from: Life-history strategy determines constraints on immune function
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Data from: Constraints and adaptations in crocodyliform skull evolution
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Data from: A palaeoequatorial Ornithischian and new constraints on early dinosaur diversification
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Data from: When do trade-offs occur? The roles of energy constraints and trait flexibility in a bushcricket
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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.