{"id":25717792,"url":"https://github.com/jmsquare/graph-mining","last_synced_at":"2025-07-15T09:07:34.186Z","repository":{"id":160338244,"uuid":"281570181","full_name":"jmsquare/graph-mining","owner":"jmsquare","description":"This project conducts graph mining using R. First it computes the minimum spanning tree and some classical graph mining statistics (density, length, reciprocity, etc). It then builds some centrality measures.","archived":false,"fork":false,"pushed_at":"2020-07-22T09:52:34.000Z","size":7,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-02-25T15:55:00.993Z","etag":null,"topics":["centrality-measures","centrality-metrics","graph-mining"],"latest_commit_sha":null,"homepage":"","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jmsquare.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2020-07-22T04:01:14.000Z","updated_at":"2020-07-22T09:52:36.000Z","dependencies_parsed_at":"2024-01-14T21:41:18.534Z","dependency_job_id":null,"html_url":"https://github.com/jmsquare/graph-mining","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/jmsquare/graph-mining","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jmsquare%2Fgraph-mining","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jmsquare%2Fgraph-mining/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jmsquare%2Fgraph-mining/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jmsquare%2Fgraph-mining/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jmsquare","download_url":"https://codeload.github.com/jmsquare/graph-mining/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jmsquare%2Fgraph-mining/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265424366,"owners_count":23762880,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["centrality-measures","centrality-metrics","graph-mining"],"created_at":"2025-02-25T15:53:45.418Z","updated_at":"2025-07-15T09:07:34.178Z","avatar_url":"https://github.com/jmsquare.png","language":"R","readme":"# graph-mining\nThis project conducts graph mining using R. First it computes the minimum spanning tree and some classical graph mining statistics (density, length, reciprocity, etc). It then builds centrality measures:\n- Closeness centrality: actors high in closeness are able to efficienctly transmit information and have independance in the sense that they do not need to seek information from other more peripheral actors\n- Betweeness centrality: Betweeness centrality measures the extent to which an actor lies between other actors on their goedesics. Able to influence both in direct and indirect\n- Eigenvector centrality: eigencentrality is a measure of the influence of a node in a network. It assigns relative scores to all nodes in the network based on the concept that connections to high-scoring nodes contribute more to the score of the node in question than equal connections to low-scoring nodes.\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjmsquare%2Fgraph-mining","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjmsquare%2Fgraph-mining","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjmsquare%2Fgraph-mining/lists"}