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benedekrozemberczki / LabelPropagation

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A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).

community graph clustering community-detection dataset graph-cut modularity louvain unsupervised-learning propagation graph-partitioning label-propagation graph-clustering fast-greedy randomized-algorithm homophily walktrap probabilistic-clustering
  • Updated Nov 6, 2022
  • Python

Kalashi-Saed-Collaborations / SentimentDrivenCommunityDetection

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This repository contains datasets from our paper, Sentiment-Driven Community Detection in a Network of Perfume Preferences, analyzing perfume preferences based on positive user reviews from Atrafshan, including User Reviews and Perfume Attributes, Emoji Mapping Dictionary, and Sentiment Classification Results.

data-mining sentiment-analysis community-detection complex-networks perfume social-network-analysis spectral-analysis sentiment-classification user-preferences spinglass louvain-community-detection walktrap persian-date persian-sentiment-analysis emoji-dictionary fastgreedy perfume-market perfume-networks emoji-mapping
  • Updated Nov 26, 2024

sadpepep / Analysis_of_the_relationships_between_comics

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Analysis of the nodes of the comics network and links between them. Identification communities by various methods (edge betweenness, fastgreedy, multilevel, walktrap, infomap). Visualization and interpretation of results. / Анализ узлов сети комиксов и связей между ними. Выделение сообществ. Визуализация и интерпретация результатов.

betweenness walktrap web-analysis communities-detection connections-analysis fastgreedy web-nodes
  • Updated Oct 6, 2022
  • HTML

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