Network Clustering Metrics Report

Date: 2026-05-16

Summary

Number of keywords (items): 19
Number of links: 40
Number of communities (Louvain): 3

Quantitative metrics

Modularity (Q): 0.4783

Average Silhouette (S): 0.7786

Interpretation: Q > 0.3 indicates well‑separated communities; S > 0.5 indicates high internal consistency.

Reproducibility

Analysis performed with R version 4.5.3 (RStudio). Packages: jsonlite, igraph, cluster.
Original VOSviewer JSON file and full R script are provided as supplementary material.