A Production-Style NetworKit 11.2.1 Coding Tutorial for Large-Scale Graph Analytics, Communities, Cores, and Sparsification

NetworKit 11.2.1 enables production-grade large-scale graph analytics with optimized performance. This tutorial demonstrates building efficient pipelines for community detection, k-core decomposition, and network sparsification. Key features include extracting connected components, computing structural backbones via centrality ranking, and applying PLM-based community detection while maintaining memory efficiency and API stability.