It is not possible to completely harmonize methods and knowledge or to standardize datasets.
Efforts have been made to standardize datasets and documentation within those registries to support data exchange and nationwide databases [ 6, 7].
Raw phenotypic data analysis and visualization, linear models to standardize datasets, ANOVAs, Tukey's HSD, and Pearson's phenotypic correlations were all conducted in R (R Core Team 2014; http://www.r-project.org/).org/
Principal component analysis was applied to standardized datasets separately for the two clusters delineated by CA in order to identify and compare the factors influencing the high and low pollution clusters.
In conclusion, we believe MoLFunCs determination can contribute to standardized datasets for comparative genomic analysis.
HPS compiles standardized datasets for all cases, integrating microbiologic, epidemiologic, demographic, and exposure data; datasets include direct clinical reports of HUS under enhanced surveillance of thrombotic microangiopathies since 2003 133 ) and detailed symptom descriptions since 2004.
Although some European countries have alternate breakpoints, all data forwarded to TSN Databases are derived from hospitals that utilized NCCLS standards and definitions (United States, Canada, Italy, and Germany) [ 14] or the Comité de L'Antibiogramme de La Societé Français de Microbiologie (France) [ 15] thus standardizing datasets.
Consequently, researchers interested in utilizing this technology would need to perform resource intensive optimization and quality assurance on a new custom microarray for each shRNA library - an approach that is cost-inefficient, and does not promote standardized datasets amenable to high level informatics analysis.
Sentiment analysis and opinion mining is out of its earlier stages and there is a strong need to standardize the datasets and evaluation methodology (Schouten and Frasincar 2015).
To standardize these datasets as much as possible (Table 1), we selected the degrees classified with the UNESCO International Standard Classification of Education 1997 [47] (field codes 31, 42, 44, 46, 48, 52, 54, 58, and 62) as representing science and engineering degrees.
Local authorities and utilities produce reams of data on use, but there is little in the way of national databases, let alone standardized, open datasets.
