This Rpubs report uses the bugsigdbr package to import BugSigDB's curated microbial signatures and performs tidyverse-based exploratory analysis focused on meta-analysis studies. It visualizes study design distributions, top conditions and body sites covered by meta-analyses, dysbiosis directions (increased/decreased taxa), condition×body-site coverage gaps via heatmap, and publication trends over time.

Laporan Coffee Chain Datasets

Test

This presentation shows analysis of air pollution trends using PM2.5 data for 100 cities from 2017 to 2025 using R and ggplot2.