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750
datasets available to search
ShareScore release 0.9.0
Dataset results
750 results for “heterogeneous data”
Data from: Diversification in temporally heterogeneous environments: effect of the grain in experimental bacterial populations.
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Data from: Avian pest control in vineyards is driven by interactions between bird functional diversity and landscape heterogeneity
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Data from: Correlates of rate heterogeneity in avian ecomorphological traits
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Data from: The genetics of phenotypic plasticity. XII. Temporal and spatial heterogeneity
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Data from: Spatial heterogeneity in the strength of selection against deleterious alleles and the mutation load
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Data from: Functional heterogeneity within the rodent lateral orbitofrontal cortex dissociates outcome devaluation and reversal learning deficits
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Data from: Disturbance-mediated heterogeneity drives pollinator diversity in boreal managed forest ecosystems
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Data from: Impacts of environmental heterogeneity on moss diversity and distribution of Didymodon (Pottiaceae) in Tibet, China
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Data from: Multi-trait single-step genomic prediction accounting for heterogeneous (co)variances over the genome
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A statistical method for detecting genomic aberrations in heterogeneous tumour samples from single nucleotide polymorphism genotyping data
GEO Series GSE23785. Homo sapiens. 9 samples. Type: Genome variation profiling by SNP array; SNP genotyping by SNP array.
Multi-omics data and stochastic simulations support a cancer heterogeneity framework unifying genetic, epigenetic, and stochastic variabilities [scRNA-seq]
GEO Series GSE150083. Homo sapiens. 2 samples. Type: Expression profiling by high throughput sequencing.
Expression data from CLL patient samples investigated to define biologic heterogeneity.
GEO Series GSE126595. Homo sapiens. 726 samples. Type: Expression profiling by array.
Inter-patient heterogeneity in the hepatic ischemia-reperfusion injury transcriptome: implications for research and diagnostics [EMC data]
GEO Series GSE228781. Homo sapiens. 69 samples. Type: Expression profiling by array.
Inter-patient heterogeneity in the hepatic ischemia-reperfusion injury transcriptome: implications for research and diagnostics [MUG data]
GEO Series GSE228782. Homo sapiens. 83 samples. Type: Expression profiling by array.
Data from: A problem of bias and response heterogeneity, in Standing With Giants: A Collection of Public Health Essays in Memoriam to Dr. Elizabeth M. Whelan
There is extensive literature on the question, "Does air quality have health effects?" For example, Google Scholar gives 199,000 hits for ("mortality" and "air pollution"). See Health Effects Institute (2010) and editorial by Brauer and Mancini (2014), for example. One paper that appeared in 1993 has over 6,000 citations. The vast majority of these papers find a positive association between air quality health effects (death). A few papers make the case that if potential bias is carefully taken into account then there is no association between air quality and deaths, e.g. Chay et al. (2003), Enstrom (2005), Janes et al. (2007), Greven et al. (2011), Cox et al. (2013). Clearly the weight of evidence is for a positive association, but for any particular type of claim, logically it takes only one true negative to negate all the positives associations with respect to causation for that claim. A real, causative claim should always be detected in a well-designed and properly run experiment. What are some of the factors that lead to these discordant literature results?
Developmental Basis of SHH Medulloblastoma Heterogeneity (Taurine IHC Data)
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Exploring micro-scale heterogeneity as a driver of biogeochemical transformations and gas transport in peat - raw data and code
<p>Raw data and data processing code for the manuscript of the same name.</p>
Data from: A problem of bias and response heterogeneity, in Standing With Giants: A Collection of Public Health Essays in Memoriam to Dr. Elizabeth M. Whelan
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Data from: The influence of infiltration rate on residual air distribution and water flow in heterogeneous porous sample: neutron imaging investigation
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Refined cellular activity expression signatures provide a targeted framework to quantify phenotypic intra-tumour heterogeneity in single-cell data II
GEO Series GSE310220. Homo sapiens. 6 samples. Type: Expression profiling by high throughput sequencing.
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.