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The metadata, sample IDs and color keys are displayed on the top and bottom panels, respectively.
Finally, all heatmaps can be exported as portable network graphics (PNG) images labeled with metadata, sample IDs and color keys by using the 'Download' function from the top toolbar.
Here we outline the steps of the integrative processing of sample metadata, sample character data and their taxon assignment, as it has been developed and is being implemented in the EDIT Platform.
Such data must be accompanied by enough contextual information (i.e. metadata; sample characteristics, technology and measurement types; instrument parameters and sample-to-data relationships) to make datasets comprehensible and reusable if they are to underpin future investigations.
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To compare microbiome structures based on categorical metadata, samples were pooled into binds (healthy/patient, male/female, VTM/aspirate/sputum, smoking/non-smoking, ages, causal viruses, etc).
The deposited data in GEO include raw microarray data, metadata for sample source information, experimental design, sample and data processing, and gene expression matrix.
Because we were not able to provide it, we created a searchable database with only metadata about sample collections, which do not violate the privacy of the donors.
The (more comprehensive) collection of metadata at sampling is a meaningful contribution to better mtDNA sample quality, prior to laboratory analyses, since this non-genetic (or "prior") information can increase the power of relationship inference [13].
The metadata for samples used in RNA-Seq studies are deposited in the NCBI Biosample database.
Yet the metadata describing sampling location, habitat quality and interacting taxa are often excluded from the published supplementary datasets.
Systematic collection of metadata during sampling campaigns is necessary because various environmental and individual factors can influence results obtained in the framework of surveys.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com