{ "_id": "6ad629af6b811b735aabe4a4", "Package": "netrics", "Title": "Many Marks, Measures, Memberships, and Motifs for Networks", "Version": "1.1.3", "Description": "Many tools for calculating network, node, or tie marks,\nmeasures, motifs and memberships of many different types of\nnetworks. Marks identify structural positions, measures\nquantify network properties, memberships classify nodes into\ngroups, and motifs tabulate substructure participation. All\nfunctions operate with all classes of network data covered in\n'manynet', and on directed, undirected, multiplex, multimodal,\nsigned, and other networks.", "URL": "https://stocnet.github.io/netrics/", "BugReports": "https://github.com/stocnet/netrics/issues", "License": "MIT + file LICENSE", "Language": "en-GB", "Encoding": "UTF-8", "Authors@R": "c(person(given = \"James\",\nfamily = \"Hollway\",\nrole = c(\"cre\", \"aut\", \"ctb\"),\nemail = \"james.hollway@graduateinstitute.ch\",\ncomment = c(\"IHEID\", ORCID = \"0000-0002-8361-9647\"))\n)", "Roxygen": "list(markdown = TRUE, roclets = c(\"namespace\", \"rd\"))", "Config/Needs/build": "roxygen2, devtools", "Config/Needs/check": "covr, lintr, spelling", "Config/Needs/website": "pkgdown, learnr", "Config/testthat/parallel": "true", "Config/testthat/edition": "3", "Config/testthat/start-first": "tutorials_netrics, measure_net,\nmember_nodes, measure_nodes", "Config/roxygen2/version": "8.1.1", "Config/pak/sysreqs": "libglpk-dev libicu-dev libxml2-dev", "Repository": "https://stocnet.r-universe.dev", "Date/Publication": "2026-10-17 10:09:34 UTC", "RemoteUrl": "https://github.com/stocnet/netrics", "RemoteRef": "HEAD", "RemoteSha": "8421f216ef27b74c4f67b9266e0af684b4ddd070", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-19 14:06:51 UTC", "User": "root" }, "Author": "James Hollway [cre, aut, ctb] (IHEID, ORCID:\n)", "Maintainer": "James Hollway ", "_user": "stocnet", "_type": "src", "_file": "netrics_1.1.3.tar.gz", "_fileid": "https://r2.ropensci.org/be86de38bd56160d47f313eff88c55e2dc7a5a5dbc3addd83848a3aadbf4f79a", "_filesize": 1871041, "_sha256": "be86de38bd56160d47f313eff88c55e2dc7a5a5dbc3addd83848a3aadbf4f79a", "_expires": "2027-01-27T14:31:09.000Z", "_created": "2026-10-19T14:06:51.000Z", "_published": "2026-10-19T14:31:11.481Z", "_buildurl": "https://github.com/r-universe/stocnet/actions/runs/39265338078", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 118105929823, "time": 216, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12193027945" }, { "job": 118105930054, "time": 315, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12193851864" }, { "job": 118105929818, "time": 246, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "12195345746" }, { "job": 118105929896, "time": 234, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "12195330850" }, { "job": 118103526732, "time": 279, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12193806026" }, { "job": 118105930330, "time": 102, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12192548221" }, { "job": 118105929911, "time": 270, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12193147923" }, { "job": 118105929666, "time": 297, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "12192983221" }, { "job": 118105929699, "time": 199, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12192653322" } ], "_upstream": "https://github.com/stocnet/netrics", "_commit": { "id": "8421f216ef27b74c4f67b9266e0af684b4ddd070", "author": "James Hollway ", "committer": "GitHub ", "message": "Merge pull request #51 from stocnet/develop", "time": 1792231774 }, "_maintainer": { "name": "James Hollway", "email": "james.hollway@graduateinstitute.ch", "login": "jhollway", "linkedin": "in/jhollway", "orcid": "0000-0002-8361-9647", "description": "Professor of International Relations/Political Science\nand Co-Director of the Global Governance Centre", "uuid": 5595229 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "manynet", "version": ">= 2.4.0", "role": "Depends" }, { "package": "dplyr", "role": "Imports" }, { "package": "igraph", "version": ">= 2.1.0", "role": "Imports" }, { "package": "autograph", "role": "Suggests" }, { "package": "sna", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "stocnet", "_selfowned": true, "_usedby": 1, "_updates": [ { "week": "2025-49", "n": 12 }, { "week": "2025-51", "n": 2 }, { "week": "2026-09", "n": 5 }, { "week": "2026-11", "n": 1 }, { "week": "2026-12", "n": 1 }, { "week": "2026-15", "n": 1 }, { "week": "2026-17", "n": 1 }, { "week": "2026-25", "n": 2 }, { "week": "2026-26", "n": 1 }, { "week": "2026-30", "n": 2 }, { "week": "2026-35", "n": 2 }, { "week": "2026-36", "n": 1 }, { "week": "2026-37", "n": 1 }, { "week": "2026-41", "n": 1 }, { "week": "2026-42", "n": 3 } ], "_tags": [ { "name": "v0.1.0", "date": "2026-03-15" }, { "name": "v0.1.1", "date": "2026-03-22" }, { "name": "v0.2.0", "date": "2026-03-22" }, { "name": "v0.2.1", "date": "2026-04-12" }, { "name": "v0.2.2", "date": "2026-04-24" }, { "name": "v0.2.3", "date": "2026-06-17" }, { "name": "v0.3.0", "date": "2026-06-19" }, { "name": "v0.3.1", "date": "2026-06-22" }, { "name": "v0.3.2", "date": "2026-06-22" }, { "name": "v0.4.0", "date": "2026-07-24" }, { "name": "v0.4.1", "date": "2026-07-24" }, { "name": "v0.4.2", "date": "2026-08-28" }, { "name": "v1.0.0", "date": "2026-08-29" }, { "name": "v1.0.1", "date": "2026-08-29" }, { "name": "v1.0.2", "date": "2026-09-04" }, { "name": "v1.0.3", "date": "2026-09-09" }, { "name": "v1.1.0", "date": "2026-10-05" }, { "name": "v1.1.1", "date": "2026-10-15" }, { "name": "v1.1.2", "date": "2026-10-16" }, { "name": "v1.1.3", "date": "2026-10-17" } ], "_topics": [ "centrality", "community-detection", "network-analysis", "resilience", "topology" ], "_stars": 1, "_contributors": [ { "user": "jhollway", "count": 343, "uuid": 5595229 }, { "user": "copilot", "count": 15, "uuid": 198982749 } ], "_userbio": { "uuid": 154531996, "type": "organization", "name": "stocnet", "followers": 57, "description": "Stochastic network software" }, "_downloads": { "count": 595, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/netrics" }, "_devurl": "https://github.com/stocnet/netrics", "_pkgdown": "https://stocnet.github.io/netrics/", "_searchresults": 18, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/netrics.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "LICENSE" ], "_homeurl": "https://github.com/stocnet/netrics", "_realowner": "stocnet", "_cranurl": true, "_releases": [ { "version": "0.2.0", "date": "2026-03-26" }, { "version": "0.2.1", "date": "2026-04-06" }, { "version": "0.3.1", "date": "2026-06-23" }, { "version": "0.4.0", "date": "2026-07-24" }, { "version": "1.0.1", "date": "2026-09-08" }, { "version": "1.0.3", "date": "2026-09-09" }, { "version": "1.1.0", "date": "2026-10-05" } ], "_exports": [ "cluster_concor", "cluster_cosine", "cluster_hierarchical", "coreness_correlation", "coreness_hub", "coreness_rich", "coreness_transition", "k_elbow", "k_gap", "k_silhouette", "k_strict", "mode_by_betweenness", "mode_by_closeness", "mode_by_degree", "mode_by_eigenvector", "mode_by_indegree", "mode_by_outdegree", "net_by_accuracy", "net_by_adhesion", "net_by_assortativity", "net_by_balance", "net_by_betweenness", "net_by_bipartivity", "net_by_closeness", "net_by_cohesion", "net_by_compactness", "net_by_components", "net_by_congruency", "net_by_connectedness", "net_by_core", "net_by_cyclicality", "net_by_decay", "net_by_degree", "net_by_density", "net_by_diameter", "net_by_divergence", "net_by_diversity", "net_by_efficiency", "net_by_eigenvector", "net_by_equivalency", "net_by_factions", "net_by_harmonic", "net_by_heterophily", "net_by_homophily", "net_by_immunity", "net_by_inconsistency", "net_by_indegree", "net_by_independence", "net_by_infection_complete", "net_by_infection_peak", "net_by_infection_total", "net_by_integration", "net_by_length", "net_by_linkdensity", "net_by_meshedness", "net_by_modularity", "net_by_outdegree", "net_by_reach", "net_by_reciprocity", "net_by_recovery", "net_by_reproduction", "net_by_richclub", "net_by_richness", "net_by_robustness", "net_by_scalefree", "net_by_smallworld", "net_by_spatial", "net_by_strength", "net_by_toughness", "net_by_transitivity", "net_by_transmissibility", "net_by_upperbound", "net_by_waves", "net_x_brokerage", "net_x_change", "net_x_correlation", "net_x_dyad", "net_x_hazard", "net_x_hierarchy", "net_x_homophily", "net_x_mixed", "net_x_stability", "net_x_tetrad", "net_x_triad", "node_by_accuracy", "node_by_adopt_exposure", "node_by_adopt_recovery", "node_by_adopt_threshold", "node_by_adopt_time", "node_by_alpha", "node_by_authority", "node_by_betweenness", "node_by_bridges", "node_by_brokering_activity", "node_by_brokering_exclusivity", "node_by_closeness", "node_by_constraint", "node_by_core", "node_by_coreness", "node_by_decay", "node_by_deg", "node_by_degree", "node_by_distance", "node_by_diversity", "node_by_eccentricity", "node_by_efficiency", "node_by_effsize", "node_by_eigenvector", "node_by_equivalency", "node_by_flow", "node_by_harmonic", "node_by_heterophily", "node_by_hierarchy", "node_by_homophily", "node_by_hub", "node_by_indegree", "node_by_induced", "node_by_information", "node_by_integration", "node_by_kcoreness", "node_by_leverage", "node_by_multidegree", "node_by_neighbours_degree", "node_by_outdegree", "node_by_pagerank", "node_by_posneg", "node_by_power", "node_by_radiality", "node_by_randomwalk", "node_by_reach", "node_by_reciprocity", "node_by_redundancy", "node_by_richness", "node_by_stress", "node_by_subgraph", "node_by_transitivity", "node_by_vitality", "node_in_adopter", "node_in_automorphic", "node_in_betweenness", "node_in_block", "node_in_brokering", "node_in_community", "node_in_component", "node_in_core", "node_in_eigen", "node_in_equivalence", "node_in_faction", "node_in_fluid", "node_in_greedy", "node_in_infomap", "node_in_labels", "node_in_leiden", "node_in_louvain", "node_in_motif", "node_in_optimal", "node_in_partition", "node_in_regular", "node_in_roulette", "node_in_spinglass", "node_in_strong", "node_in_structural", "node_in_walktrap", "node_in_weak", "node_is_core", "node_is_cutpoint", "node_is_exposed", "node_is_fold", "node_is_independent", "node_is_infected", "node_is_isolate", "node_is_latent", "node_is_max", "node_is_mean", "node_is_mentor", "node_is_min", "node_is_neighbor", "node_is_pendant", "node_is_random", "node_is_recovered", "node_is_universal", "node_x_accuracy", "node_x_alters", "node_x_brokerage", "node_x_clique", "node_x_dyad", "node_x_exposure", "node_x_path", "node_x_percolation", "node_x_similarity", "node_x_tetrad", "node_x_tie", "node_x_ties", "node_x_triad", "regularity_rege", "regularity_rolesim", "search_iterated", "search_tabu", "split_bins", "split_kmeans", "split_quantiles", "tie_by_betweenness", "tie_by_closeness", "tie_by_cohesion", "tie_by_degree", "tie_by_diversity", "tie_by_eigenvector", "tie_in_community", "tie_is_bridge", "tie_is_cyclical", "tie_is_feedback", "tie_is_imbalanced", "tie_is_loop", "tie_is_max", "tie_is_min", "tie_is_multiple", "tie_is_path", "tie_is_random", "tie_is_reciprocated", "tie_is_simmelian", "tie_is_transitive", "tie_is_triangular", "tie_is_triplet" ], "_help": [ { "page": "mark_core", "title": "Marks of nodes as core or periphery", "concept": [ "core-periphery", "marks", "nodal" ], "topics": [ "mark_core", "node_is_core" ] }, { "page": "mark_degree", "title": "Marks of nodes based on degree properties", "concept": [ "degree", "marks", "nodal" ], "topics": [ "mark_degree", "node_is_isolate", "node_is_pendant", "node_is_universal" ] }, { "page": "mark_diff", "title": "Marks of nodes based on diffusion properties", "concept": [ "diffusion", "marks", "nodal" ], "topics": [ "mark_diff", "node_is_exposed", "node_is_infected", "node_is_latent", "node_is_recovered" ] }, { "page": "mark_dyads", "title": "Marks of ties based on dyadic properties", "concept": [ "marks", "tie" ], "topics": [ "mark_dyads", "tie_is_multiple", "tie_is_reciprocated" ] }, { "page": "mark_nodes", "title": "Marks of nodes based on structural properties", "concept": [ "marks", "nodal" ], "topics": [ "mark_nodes", "node_is_cutpoint", "node_is_fold", "node_is_independent", "node_is_mentor", "node_is_neighbor" ] }, { "page": "mark_select_node", "title": "Marks of nodes based on measures", "concept": [ "marks", "nodal", "selection" ], "topics": [ "mark_select_node", "node_is_max", "node_is_mean", "node_is_min", "node_is_random" ] }, { "page": "mark_select_tie", "title": "Marks of ties based on measures", "concept": [ "marks", "selection", "tie" ], "topics": [ "mark_select_tie", "tie_is_max", "tie_is_min", "tie_is_random" ] }, { "page": "mark_ties", "title": "Marks of ties based on structural properties", "concept": [ "marks", "tie" ], "topics": [ "mark_ties", "tie_is_bridge", "tie_is_feedback", "tie_is_loop", "tie_is_path" ] }, { "page": "mark_triangles", "title": "Marks of ties based on triangular properties", "concept": [ "cohesion", "marks", "tie" ], "topics": [ "mark_triangles", "tie_is_cyclical", "tie_is_imbalanced", "tie_is_simmelian", "tie_is_transitive", "tie_is_triangular", "tie_is_triplet" ] }, { "page": "measure_accuracy_net", "title": "Measures of network accuracy", "concept": [ "features", "measures" ], "topics": [ "measure_accuracy_net", "net_by_accuracy" ] }, { "page": "measure_accuracy_node", "title": "Measures of reporter accuracy", "concept": [ "features", "measures", "nodal" ], "topics": [ "measure_accuracy_node", "node_by_accuracy" ] }, { "page": "measure_assort_net", "title": "Measures of network assortativity", "concept": [ "diversity", "measures" ], "topics": [ "measure_assort_net", "net_by_assortativity", "net_by_heterophily", "net_by_homophily", "net_by_spatial" ] }, { "page": "measure_assort_node", "title": "Measures of node assortativity", "concept": [ "diversity", "measures", "nodal" ], "topics": [ "measure_assort_node", "node_by_heterophily", "node_by_homophily" ] }, { "page": "measure_breadth", "title": "Measures of network breadth", "concept": [ "cohesion", "measures" ], "topics": [ "measure_breadth", "net_by_diameter", "net_by_length" ] }, { "page": "measure_broker_node", "title": "Measures of node brokerage", "concept": [ "brokerage", "measures", "nodal" ], "topics": [ "measure_broker_node", "node_by_bridges", "node_by_constraint", "node_by_efficiency", "node_by_effsize", "node_by_hierarchy", "node_by_neighbours_degree", "node_by_redundancy" ] }, { "page": "measure_broker_tie", "title": "Measures of tie brokerage", "concept": [ "brokerage", "measures", "tie" ], "topics": [ "measure_broker_tie", "tie_by_cohesion" ] }, { "page": "measure_brokerage", "title": "Measures of brokerage", "concept": [ "brokerage", "measures", "nodal" ], "topics": [ "measure_brokerage", "node_by_brokering_activity", "node_by_brokering_exclusivity" ] }, { "page": "measure_central_between", "title": "Measures of node betweenness-like centrality", "concept": [ "betweenness", "centrality", "measures", "nodal" ], "topics": [ "measure_central_between", "node_by_betweenness", "node_by_flow", "node_by_induced", "node_by_stress" ] }, { "page": "measure_central_close", "title": "Measures of node closeness-like centrality", "concept": [ "centrality", "closeness", "measures", "nodal" ], "topics": [ "measure_central_close", "node_by_closeness", "node_by_decay", "node_by_distance", "node_by_eccentricity", "node_by_harmonic", "node_by_information", "node_by_integration", "node_by_radiality", "node_by_randomwalk", "node_by_reach", "node_by_vitality" ] }, { "page": "measure_central_degree", "title": "Measures of node degree-like centrality", "concept": [ "centrality", "degree", "measures", "nodal" ], "topics": [ "measure_central_degree", "node_by_deg", "node_by_degree", "node_by_indegree", "node_by_leverage", "node_by_multidegree", "node_by_outdegree" ] }, { "page": "measure_central_eigen", "title": "Measures of node eigenvector-like centrality", "concept": [ "centrality", "eigenvector", "measures", "nodal" ], "topics": [ "measure_central_eigen", "node_by_alpha", "node_by_authority", "node_by_eigenvector", "node_by_hub", "node_by_pagerank", "node_by_posneg", "node_by_power", "node_by_subgraph" ] }, { "page": "measure_central_tie_between", "title": "Measures of tie betweenness-like centrality", "concept": [ "betweenness", "centrality", "measures", "tie" ], "topics": [ "measure_central_tie_between", "tie_by_betweenness" ] }, { "page": "measure_central_tie_close", "title": "Measures of tie closeness-like centrality", "concept": [ "centrality", "closeness", "measures", "tie" ], "topics": [ "measure_central_tie_close", "tie_by_closeness" ] }, { "page": "measure_central_tie_degree", "title": "Measures of tie degree-like centrality", "concept": [ "centrality", "degree", "measures", "tie" ], "topics": [ "measure_central_tie_degree", "tie_by_degree" ] }, { "page": "measure_central_tie_eigen", "title": "Measures of tie eigenvector-like centrality", "concept": [ "centrality", "eigenvector", "measures", "tie" ], "topics": [ "measure_central_tie_eigen", "tie_by_eigenvector" ] }, { "page": "measure_centralisation_between", "title": "Measures of network betweenness-like centralisation", "concept": [ "betweenness", "centrality" ], "topics": [ "measure_centralisation_between", "mode_by_betweenness", "net_by_betweenness" ] }, { "page": "measure_centralisation_close", "title": "Measures of network closeness-like centralisation", "concept": [ "centrality", "closeness" ], "topics": [ "measure_centralisation_close", "mode_by_closeness", "net_by_closeness", "net_by_decay", "net_by_harmonic", "net_by_integration", "net_by_reach" ] }, { "page": "measure_centralisation_degree", "title": "Measures of network degree-like centralisation", "concept": [ "centrality", "degree" ], "topics": [ "measure_centralisation_degree", "mode_by_degree", "mode_by_indegree", "mode_by_outdegree", "net_by_degree", "net_by_indegree", "net_by_outdegree" ] }, { "page": "measure_centralisation_eigen", "title": "Measures of network eigenvector-like centralisation", "concept": [ "centrality", "eigenvector" ], "topics": [ "measure_centralisation_eigen", "mode_by_eigenvector", "net_by_eigenvector" ] }, { "page": "measure_closure", "title": "Measures of network closure", "concept": [ "measures" ], "topics": [ "measure_closure", "net_by_congruency", "net_by_cyclicality", "net_by_equivalency", "net_by_reciprocity", "net_by_transitivity" ] }, { "page": "measure_closure_node", "title": "Measures of node closure", "concept": [ "measures", "nodal" ], "topics": [ "measure_closure_node", "node_by_equivalency", "node_by_reciprocity", "node_by_transitivity" ] }, { "page": "measure_cohesion", "title": "Measures of network cohesion", "concept": [ "cohesion", "measures" ], "topics": [ "measure_cohesion", "net_by_compactness", "net_by_components", "net_by_density", "net_by_independence" ] }, { "page": "measure_core", "title": "Measures of node coreness", "concept": [ "core-periphery", "measures", "nodal" ], "topics": [ "measure_core", "node_by_core", "node_by_kcoreness" ] }, { "page": "measure_diffusion_infection", "title": "Measures of network infection", "concept": [ "diffusion", "measures" ], "topics": [ "measure_diffusion_infection", "net_by_infection_complete", "net_by_infection_peak", "net_by_infection_total" ] }, { "page": "measure_diffusion_net", "title": "Measures of network diffusion", "concept": [ "diffusion", "measures" ], "topics": [ "measure_diffusion_net", "net_by_immunity", "net_by_recovery", "net_by_reproduction", "net_by_transmissibility" ] }, { "page": "measure_diffusion_node", "title": "Measures of nodes in a diffusion", "concept": [ "diffusion", "measures", "nodal" ], "topics": [ "measure_diffusion_node", "node_by_adopt_exposure", "node_by_adopt_recovery", "node_by_adopt_threshold", "node_by_adopt_time" ] }, { "page": "measure_diverse_net", "title": "Measures of network diversity", "concept": [ "diversity", "measures" ], "topics": [ "measure_diverse_net", "net_by_diversity", "net_by_richness" ] }, { "page": "measure_diverse_node", "title": "Measures of node diversity", "concept": [ "diversity", "measures", "nodal" ], "topics": [ "measure_diverse_node", "node_by_diversity", "node_by_richness" ] }, { "page": "measure_diverse_tie", "title": "Measures of tie diversity", "concept": [ "diversity", "measures", "tie" ], "topics": [ "measure_diverse_tie", "tie_by_diversity" ] }, { "page": "measure_features", "title": "Measures of network topological features", "concept": [ "features", "measures" ], "topics": [ "measure_features", "net_by_balance", "net_by_bipartivity", "net_by_meshedness", "net_by_richclub", "net_by_scalefree", "net_by_smallworld" ] }, { "page": "measure_fit", "title": "Measures of how well a structure fits a network", "concept": [ "features", "measures" ], "topics": [ "measure_fit", "net_by_core", "net_by_divergence", "net_by_factions", "net_by_inconsistency", "net_by_linkdensity", "net_by_modularity" ] }, { "page": "measure_fragmentation", "title": "Measures of network fragmentation", "concept": [ "cohesion", "measures" ], "topics": [ "measure_fragmentation", "net_by_adhesion", "net_by_cohesion", "net_by_robustness", "net_by_strength", "net_by_toughness" ] }, { "page": "measure_hierarchy", "title": "Measures of hierarchy", "concept": [ "hierarchy", "measures" ], "topics": [ "measure_hierarchy", "net_by_connectedness", "net_by_efficiency", "net_by_upperbound" ] }, { "page": "measure_periods", "title": "Measures of network change", "concept": [ "change", "measures" ], "topics": [ "measure_periods", "net_by_waves" ] }, { "page": "member_brokerage", "title": "Memberships in brokerage positions", "concept": [ "brokerage", "memberships", "nodal" ], "topics": [ "member_brokerage", "node_in_brokering" ] }, { "page": "member_cliques", "title": "Memberships in maximally diverse cliques", "concept": [ "memberships", "nodal" ], "topics": [ "member_cliques", "node_in_roulette" ] }, { "page": "member_community", "title": "Memberships in communities", "concept": [ "community", "memberships", "nodal" ], "topics": [ "member_community", "node_in_community" ] }, { "page": "member_community_hier", "title": "Memberships in communities that form a hierarchy", "concept": [ "community", "memberships", "nodal" ], "topics": [ "member_community_hier", "node_in_betweenness", "node_in_eigen", "node_in_greedy", "node_in_walktrap" ] }, { "page": "member_community_link", "title": "Memberships of ties in link communities", "concept": [ "community", "memberships", "tie" ], "topics": [ "member_community_link", "tie_in_community" ] }, { "page": "member_community_modular", "title": "Memberships in communities that optimise a quality function", "concept": [ "community", "memberships", "nodal" ], "topics": [ "member_community_modular", "node_in_leiden", "node_in_louvain", "node_in_optimal", "node_in_spinglass" ] }, { "page": "member_community_partition", "title": "Memberships in communities that fill a set number of groups", "concept": [ "community", "memberships", "nodal" ], "topics": [ "member_community_partition", "node_in_faction", "node_in_partition" ] }, { "page": "member_community_spread", "title": "Memberships in communities that follow a spreading process", "concept": [ "community", "memberships", "nodal" ], "topics": [ "member_community_spread", "node_in_fluid", "node_in_infomap", "node_in_labels" ] }, { "page": "member_components", "title": "Memberships in components", "concept": [ "memberships", "nodal" ], "topics": [ "member_components", "node_in_component" ] }, { "page": "member_core", "title": "Memberships in core-periphery categories", "concept": [ "core-periphery", "memberships", "nodal" ], "topics": [ "member_core", "node_in_core" ] }, { "page": "member_diffusion", "title": "Memberships in a diffusion process", "concept": [ "diffusion", "memberships", "nodal" ], "topics": [ "member_diffusion", "node_in_adopter" ] }, { "page": "member_equivalence", "title": "Memberships in equivalent classes", "concept": [ "memberships", "nodal" ], "topics": [ "member_equivalence", "node_in_automorphic", "node_in_block", "node_in_equivalence", "node_in_motif", "node_in_regular", "node_in_structural" ] }, { "page": "method_cluster", "title": "Methods for equivalence clustering", "topics": [ "cluster_concor", "cluster_cosine", "cluster_hierarchical", "method_cluster" ] }, { "page": "method_coreness", "title": "Methods for calculating coreness", "concept": [ "methods" ], "topics": [ "coreness_correlation", "coreness_hub", "coreness_rich", "coreness_transition", "method_coreness" ] }, { "page": "method_kselect", "title": "Methods for selecting clusters", "topics": [ "k_elbow", "k_gap", "k_silhouette", "k_strict", "method_kselect" ] }, { "page": "method_regularity", "title": "Methods for calculating regularity", "concept": [ "methods" ], "topics": [ "method_regularity", "regularity_rege", "regularity_rolesim" ] }, { "page": "method_search", "title": "Methods for searching for the membership that minimises a cost", "topics": [ "method_search", "search_iterated", "search_tabu" ] }, { "page": "method_split", "title": "Methods for splitting a continuous score into ordered groups", "topics": [ "method_split", "split_bins", "split_kmeans", "split_quantiles" ] }, { "page": "motif_accuracy_node", "title": "Motifs of reporter accuracy", "concept": [ "features", "motifs", "nodal" ], "topics": [ "motif_accuracy_node", "node_x_accuracy" ] }, { "page": "motif_brokerage_net", "title": "Motifs of network brokerage", "concept": [ "brokerage", "motifs" ], "topics": [ "motif_brokerage_net", "net_x_brokerage" ] }, { "page": "motif_brokerage_node", "title": "Motifs of node brokerage", "concept": [ "brokerage", "motifs", "nodal" ], "topics": [ "motif_brokerage_node", "node_x_brokerage" ] }, { "page": "motif_clique", "title": "Motifs of clique participation", "concept": [ "motifs", "nodal" ], "topics": [ "motif_clique", "node_x_clique", "node_x_percolation" ] }, { "page": "motif_composition", "title": "Motifs of ego-network composition", "concept": [ "diversity", "motifs", "nodal" ], "topics": [ "motif_composition", "node_x_alters", "node_x_similarity", "node_x_ties" ] }, { "page": "motif_exposure", "title": "Motifs of node exposure", "concept": [ "diffusion", "motifs", "nodal" ], "topics": [ "motif_exposure", "node_x_exposure" ] }, { "page": "motif_hazard", "title": "Motifs of network hazard", "concept": [ "diffusion", "motifs" ], "topics": [ "motif_hazard", "net_x_hazard" ] }, { "page": "motif_hierarchy", "title": "Motifs of network hierarchy", "concept": [ "hierarchy", "motifs" ], "topics": [ "motif_hierarchy", "net_x_hierarchy" ] }, { "page": "motif_homophily", "title": "Motifs of network homophily", "concept": [ "diversity", "motifs" ], "topics": [ "motif_homophily", "net_x_homophily" ] }, { "page": "motif_net", "title": "Motifs of network cohesion", "concept": [ "cohesion", "motifs" ], "topics": [ "motif_net", "net_x_dyad", "net_x_tetrad", "net_x_triad" ] }, { "page": "motif_node", "title": "Motifs of node cohesion", "concept": [ "cohesion", "motifs", "nodal" ], "topics": [ "motif_node", "node_x_dyad", "node_x_tetrad", "node_x_triad" ] }, { "page": "motif_path", "title": "Motifs of node pathing", "concept": [ "motifs", "nodal" ], "topics": [ "motif_path", "node_x_path", "node_x_tie" ] }, { "page": "motif_periods", "title": "Motifs of network change", "concept": [ "change", "motifs" ], "topics": [ "motif_periods", "net_x_change", "net_x_correlation", "net_x_stability" ] } ], "_pkglogo": "https://github.com/stocnet/netrics/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/stocnet/netrics/raw/HEAD/README.md", "_rundeps": [ "cli", "coda", "cpp11", "dplyr", "generics", "glue", "igraph", "lattice", "lifecycle", "magrittr", "manynet", "Matrix", "network", "pillar", "pkgconfig", "purrr", "R6", "rlang", "statnet.common", "stringi", "stringr", "tibble", "tidygraph", "tidyr", "tidyselect", "utf8", "vctrs", "withr" ], "_score": 4.607455023214668, "_indexed": true, "_nocasepkg": "netrics", "_universes": [ "stocnet", "jhollway" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.1.3", "date": "2026-10-19T14:09:04.000Z", "distro": "resolute", "commit": "8421f216ef27b74c4f67b9266e0af684b4ddd070", "fileid": "https://r2.ropensci.org/ac3e0d332d81f40599fc450f72fe8e56fb88c7e213516e2c1955acdd8e7e8701", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/stocnet/actions/runs/39265338078" }, { "r": "4.6.1", "os": "linux", "version": "1.1.3", "date": "2026-10-19T14:09:48.000Z", "distro": "resolute", "commit": "8421f216ef27b74c4f67b9266e0af684b4ddd070", "fileid": "https://r2.ropensci.org/4198d6c6e9ad324c75c0bc8400d983e86222145b3c95e71b261c8d616ec3d936", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/stocnet/actions/runs/39265338078" }, { "r": "4.5.3", "os": "mac", "version": "1.1.3", "date": "2026-10-19T14:28:00.000Z", "commit": "8421f216ef27b74c4f67b9266e0af684b4ddd070", "fileid": "https://r2.ropensci.org/2fd942e054db191ef7599fd113ecc498dd44081ea95d49bc311eb6fb3df62f40", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/stocnet/actions/runs/39265338078" }, { "r": "4.6.1", "os": "mac", "version": "1.1.3", "date": "2026-10-19T14:28:24.000Z", "commit": "8421f216ef27b74c4f67b9266e0af684b4ddd070", "fileid": "https://r2.ropensci.org/c0f351ea1bef48cb243df8b6ebd74d65cba8bc4859b4dd5f0da2c746145cf813", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/stocnet/actions/runs/39265338078" }, { "r": "4.6.0", "os": "wasm", "version": "1.1.3", "date": "2026-10-19T14:08:59.000Z", "commit": "8421f216ef27b74c4f67b9266e0af684b4ddd070", "fileid": "https://r2.ropensci.org/93e1b577acce7617422b4b6e80bacea8d75215d381ae785d82c0f2c10736120a", "status": "success", "buildurl": "https://github.com/r-universe/stocnet/actions/runs/39265338078" }, { "r": "4.7.0", "os": "win", "version": "1.1.3", "date": "2026-10-19T14:08:22.000Z", "commit": "8421f216ef27b74c4f67b9266e0af684b4ddd070", "fileid": "https://r2.ropensci.org/c3738c8b03ffd26a29ea07cab697c5c72ac2a69a6998f6ec835ad5b98a9ee923", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/stocnet/actions/runs/39265338078" }, { "r": "4.5.3", "os": "win", "version": "1.1.3", "date": "2026-10-19T14:08:10.000Z", "commit": "8421f216ef27b74c4f67b9266e0af684b4ddd070", "fileid": "https://r2.ropensci.org/c487548ebff7603ba86afeddc3d402f2d996e3671e4028e7f090e1b356d7f0bb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/stocnet/actions/runs/39265338078" }, { "r": "4.6.1", "os": "win", "version": "1.1.3", "date": "2026-10-19T14:08:14.000Z", "commit": "8421f216ef27b74c4f67b9266e0af684b4ddd070", "fileid": "https://r2.ropensci.org/1b67f4120c725bb9d4477208dd10ab0bbc745e351c82ab0e15f6fdcb97114f73", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/stocnet/actions/runs/39265338078" } ] }