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