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A total of 9012 English synonyms were added to the ChemOnt terminology data set.
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This records elements such as data release frequency, curation policy and listing of standards, formats and terminologies used within the data set; this is largely complimentary to what is stored in the Registry.
The setting up of common SOP's for sample collection, processing and storage, the standardization of samples access policies, the adoption of a common minimum data set and controlled terminologies necessary to build the EBB catalogue were the first approach towards a QC system.
For reports using the WHO Adverse Reaction Terminology, ADRs were mapped to MedDRA before inclusion in the study data set.
Therefore, in analogy to the terminology of practical identifiability[ 6], we would suggest to term observability for a given data set, i.e. a restricted prediction confidence interval, as practical observability.
Table 1 Data-driven analysis and related terminology Big data Data sets with size/complexity beyond the capacity of commonly used methodological approaches to capture, manage and process data.
Repeat for next data set.
Especially on the data set with short and unstructured reports, one of the annotators tended to create missing attribute annotations while the other annotator found appropriate concepts in the terminology.
Complete data set: 25 countries.
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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