This is an example of a plot that can be made, simultaneously showing changes in multiple dimensions of the microbiome:
Here is the official page for the package, with links to the reference manual and source code:
http://cran.us.r-project.org/web/packages/patPRO/index.html
This link provides a version of the reference manual in a series of webpages:
http://rpackages.ianhowson.com/cran/patPRO/
- Brendan
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Reference
Hannigan, G. D., M. A. Loesche, B. P. Hodkinson, S. Mehta, and E. A. Grice. 2015. patPRO: Visualizing Temporal Microbiome Data. R package version 1.0.0. http://cran.r-project.org/web/packages/patPRO/index.html
Download package (website)
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Note: One implementation of R gave me an error indicating that 'stringi' was needed when I tried to install 'patPRO.' After installing 'stringi,' I ran across no further issues with patPRO.