The 21st century is characterized by the availability of abundant information, advanced technology, a rapidly changing society, greater convenience in daily lives, and keener international competition.
In a world of abundant data, spending money on a dataless expenditure appears risky.
However, for highly specialized domains (e.g., biomedical domain) or lesser-explored languages (e.g., Indonesian), it is often impractical to assume the availability of abundant annotated data, restricting the feasibility of using these data-hungry models.
Despite the availability of abundant PPI data, little is known about interactions at the domain level because the PPI data is available as 'binary' data, i.e. interaction between a given pair of proteins is either 'found' or 'not found'.
The availability of abundant sequence data from key model organisms has made large scale studies of molecular evolution an exciting possibility.
The first-ranked Motif VII was more significant than the second-ranked Motif VI, possibly because of the availability of abundant miRNA regulation data but insufficient TF regulation data.
Even with the availability of abundant high-throughput data, such limitations still exist mainly due to the lack of appropriate systematic frameworks to analyse and derive a valid hypothesis from them.
The development of a simple and effective transformation method, combined with the availability of abundant transcriptomic and genomic data, has allowed the generation of transgenic Camelina lines capable of synthesizing high levels of unusual lipids.
Furthermore there is a tendency to think that the widespread availability of data and data tools represent a democratisation of the analysis and interpretation of data.
