Dynamic multivariatE data analysis And VIsUalization PlatforM is a browser-based multivariate data analysis solution implemented in Shiny.
This project is currently under development. Check out the progress by running the following code in the R console:
install.packages('shiny') library(shiny) shiny::runGitHub('Devium-web','dgrapov') #*note in some cases R needs to be restarted after installation and the last two lines need to be resubmitted to the console
install.packages('shiny') library(shiny) shiny::runGitHub('MetaMapR','dgrapov')
Interactive modules for Data Exploration and Visualization (imDEV) is a Microsoft Excel spreadsheet embedded application providing an integrated environment for the analysis of omics data through a user-friendly interface. Individual modules enable interactive and dynamic analyses of large data by interfacing R’s multivariate statistics and highly customizable visualizations with the spreadsheet environment, aiding robust inferences and generating information rich data visualizations. This tool provides access to multiple comparisons with false discovery correction, hierarchical clustering, principal (PCA) and independent component analyses (ICA), partial least squares regression (PLS) and discriminant analysis (PLS-DA), through an intuitive interface for creating high quality two and a three-dimensional visualizations including scatter plot matrices, distribution plots, dendrograms, heat maps, biplots, trellis biplots and correlation networks.
If you find imDEV helpful please cite our application note in the Journal Bioinformatics
Developed by Dmitry Grapov 2011-2012