ShinyDiversity

ShinyDiversity visualizes alpha and beta diversity indices to support microbial community analysis and the selection of appropriate ecological diversity metrics.


Key Features:

  • Dynamic visualization: Dynamically visualizes a range of alpha and beta diversity indices across samples.
  • Simultaneous index comparison: Allows selection and side-by-side comparison of multiple diversity indices to evaluate differences in metric behavior.
  • Alpha and beta focus: Supports analysis of within-sample (alpha) and between-sample (beta) diversity metrics.
  • Assessment of metric sensitivity: Visualizes how microbial community distributions influence diversity measures, aiding interpretation of index sensitivity to community structure.

Scientific Applications:

  • Microbial ecology: Evaluating diversity patterns in microbial communities to infer ecological processes.
  • Index selection: Identifying which diversity indices are most informative for specific datasets.
  • Environmental impact analysis: Investigating effects of environmental factors on microbial community diversity.
  • Interpretability of diversity studies: Enhancing interpretation of microbial diversity results through comparative visualization of indices.

Methodology:

Dynamically visualize and allow simultaneous selection and comparison of multiple alpha and beta diversity indices.

Topics

Details

License:
GPL-3.0
Tool Type:
web application
Operating Systems:
Linux, Windows, Mac
Programming Languages:
R
Added:
8/12/2018
Last Updated:
12/10/2018

Operations

Publications

Leung ET, Noronha R, Mirza A, Shenwai R, Mpatziakas A. ShinyDiversity - Understanding Alpha and Beta Diversity through Interactive Visualizations. F1000Research. 2018;7:479. doi:10.12688/f1000research.14217.1.

Funding: - U.S. National Library of Medicine: T15LM007088

Links