With automation, the laborious tasks of documenting, ensuring security and comprehending data lineage all become a thing of the past.
To fully comprehend those data, often called "omics" data, one needs to consult publicly available databases provided by major bioinformatics organizations, such as the National Center for Biotechnology Information (NCBI; http://www.ncbi.nlm.nih.gov/) and the European Bioinformatics Institute (EBI; http://www.ebi.ac.uk/).ac.uk/
Henning Sørensen, former president of the Royal Danish Academy of Sciences, maintains that his fellow countryman is wrong, dangerous and lacking the professional training even to comprehend the data he presents.
They are welcome in part because they freeze-frame a calamity so great that the mind struggles, even months later, to comprehend the data being sent by the eyes.
Moreover, it has limited working memory, and hence, cannot comprehend the data quickly.
A single format may not work optimally for both clinicians and patients.Patients and clinicians may or may not comprehend PRO data when graphically presented.
Often these individual differences matter critically and clustering rather than stratification must be employed to comprehend the data [1] [6].
Visual analytics fluency allows the ability (1) to transform information from one representation to another; (2) to comprehend the equivalence in different modes of representations, including data and visualizations; and (3) to comprehend information presented in different representations.
Data and scientific reports may be readily available to the general public, but it is unreasonable to expect non-science experts to efficiently navigate such resources, understand data-collection methods and limitations, and comprehend how the data may relate to hazardous events (especially those with low probabilities, like caldera-forming eruptions).
