Man pages for cograph
Analysis and Visualization of Complex Networks

abbrev_labelAbbreviate Labels
add_edgesAdd Edges to a Network
add_nodesAdd Nodes to a Network
aes-edgesEdge Aesthetics
aes-nodesNode Aesthetics
aggregate_layersAggregate Layers
aggregate_weightsAggregate Edge Weights
as_cographConvert to Cograph Network
as.data.frame.cograph_motif_resultMotif Results as a Data Frame
as.data.frame.cograph_networkCograph Network as a Data Frame
as_mcmlConvert to mcml
assortativityDegree Assortativity Coefficient
assortativity_attributeAttribute Assortativity (Homophily)
as_tnaConvert cluster_summary to tna Objects
binarizeBinarize Edge Weights
bind_networksCombine Two Networks
centralityCalculate Network Centrality Measures
centrality_access_informationAccess and Hide Information
centrality_adaptive_leaderrankAdaptive LeaderRank centrality
centrality_alphaAlpha (Katz) Centrality
centrality_authorityHITS Authority and Hub Scores
centrality_average_distanceAverage Distance Centrality
centrality_barycenterBarycenter Centrality
centrality_beta_measureBG-index or beta power measure
centrality_betweennessBetweenness Centrality
centrality_bottleneckBottleneck Centrality
centrality_bridgingBridging Centrality
centrality_bridging_capitalBridging capital from lost information walks
centrality_brokerage_coordinatorGould-Fernandez Brokerage — Coordinator Role
centrality_brokerage_gatekeeperGould-Fernandez Brokerage — Gatekeeper Role
centrality_brokerage_itinerantGould-Fernandez Brokerage — Itinerant (Consultant) Role
centrality_brokerage_liaisonGould-Fernandez Brokerage — Liaison Role
centrality_brokerage_representativeGould-Fernandez Brokerage — Representative Role
centrality_cdaClustering degree algorithm centrality
centrality_centroidCentroid Value
centrality_closenessCloseness Centrality
centrality_closeness_vitalityCloseness Vitality
centrality_clusterrankClusterRank Centrality
centrality_coleman_theilColeman-Theil hierarchy index
centrality_communicabilityCommunicability Centrality
centrality_communicability_betweennessCommunicability Betweenness Centrality
centrality_community_basedCommunity-Based Centrality, Comm Centrality and...
centrality_community_hub_bridgeCommunity Hub-Bridge Centrality
centrality_constraintBurt's Constraint
centrality_controlrankControlRank centrality
centrality_corenessK-Core Decomposition (Coreness)
centrality_cross_cliqueCross-Clique Connectivity
centrality_current_flow_betweennessCurrent Flow Betweenness Centrality
centrality_current_flow_closenessCurrent Flow Closeness Centrality
centrality_dangalchevDangalchev Closeness Centrality
centrality_decayDecay Centrality
centrality_degreeDegree Centrality
centrality_degree_discountDegreeDiscountIC and SingleDiscount Rankings
centrality_diffusionDiffusion Centrality
centrality_diffusion_centralityFinite-horizon diffusion centrality
centrality_dilDegree and Importance of Lines
centrality_distance_entropyDistance Entropy
centrality_diversityDiversity Centrality
centrality_dkgmDK-based gravity model
centrality_dmncDensity of Maximum Neighborhood Component (DMNC)
centrality_dynamical_importanceDynamical importance by exact vertex deletion
centrality_dynamics_sensitiveDynamics-sensitive centrality
centrality_eccentricityEccentricity
centrality_effective_sizeEffective Size (Burt's)
centrality_ehccExtended hybrid characteristic centrality
centrality_eigenvectorEigenvector Centrality
centrality_entropyEntropy Centrality
centrality_entropy_variationEntropy Variation
centrality_exogenousExogenous centrality
centrality_expectedExpected Centrality
centrality_expected_forceExpected Force centrality
centrality_expected_influence_1Expected Influence (one-step)
centrality_expected_influence_2Expected Influence (two-step)
centrality_extended_corenessExtended neighborhood coreness
centrality_extended_gravityExtended gravity centrality
centrality_extended_local_bridgingExtended local bridging centrality
centrality_extended_mixed_gravityExtended mixed gravitational centrality
centrality_flow_betweennessFlow Betweenness Centrality
centrality_gatewayGateway Coefficient
centrality_generalized_closenessGeneralized Closeness Centrality
centrality_gilschmidtGil-Schmidt Power Index
centrality_global_structureGlobal structure model centrality
centrality_graph_regularizationGraph regularization centrality
centrality_gravityGravity centrality
centrality_hararyHarary Centrality
centrality_harmonicHarmonic Centrality
centrality_hccHybrid characteristic centrality
centrality_heatmapHeatmap, Flow Coefficient, Local Entropy, Weighted h-index,...
centrality_hubbellHubbell Centrality
centrality_hybrid_global_structureHybrid global structure model centrality
centrality_iecImmediate Effects Centrality
centrality_iiraImproved iterative resource allocation (IIRA)
centrality_improved_closenessImproved closeness centrality
centrality_improved_global_structureImproved global structure model centrality
centrality_informationInformation Centrality (Stephenson-Zelen)
centrality_integrationIntegration Centrality
centrality_iraIterative resource allocation (IRA)
centrality_katzKatz Centrality
centrality_kedKED method centrality
centrality_kreachGeodesic K-Path Centrality
centrality_lacLocal Average Connectivity (LAC)
centrality_laplacianLaplacian Centrality
centrality_leaderrankLeaderRank Centrality
centrality_length_scaled_betweennessBetweenness and closeness variants that carry a tuning...
centrality_leverageLeverage Centrality
centrality_lhcLhc Index
centrality_linLin Centrality
centrality_linerankLineRank centrality
centrality_lncLocal neighbor contribution centrality
centrality_loadLoad Centrality
centrality_lobbyLobby Index (H-Index of Neighborhood)
centrality_local_bridgingLocal Bridging Centrality
centrality_local_dimensionLocal Dimension
centrality_local_dimension_fixedFixed-Radius, Fuzzy and Volume Local Dimensions
centrality_local_efficiencyLocal efficiency, s-core, fragmentation, k-path census and...
centrality_local_information_dimensionLocal Information Dimensionality
centrality_localized_bridgingLocalized bridging centrality from ego betweenness
centrality_malatyaMalatya centrality
centrality_map_equationMap equation centrality with explicit coding and flow...
centrality_markovMarkov Centrality
centrality_mccMaximal clique centrality
centrality_mcgmMulti-characteristics gravity model
centrality_mixed_gravityMixed gravitational centrality
centrality_mncMaximum Neighborhood Component (MNC)
centrality_modified_expected_forceModified Expected Force centrality
centrality_modularity_vitalityModularity Vitality
centrality_ncvoterankNCVoteRank
centrality_neighbor_distanceNeighborhood centrality, and its neighbor distance special...
centrality_neighborhood_connectivityNeighborhood Connectivity
centrality_ninlNode and Neighbor Layer Information centrality
centrality_node_contractionNode Contraction Centrality (IMC and IIMC)
centrality_pagerankPageRank Centrality
centrality_pairwisedisPairwise Disconnectivity (Potapov et al. 2008)
centrality_participationParticipation Coefficient
centrality_percolationPercolation Centrality
centrality_powerBonacich Power Centrality
centrality_prestige_domainDomain Prestige
centrality_prestige_domain_proximityDomain Proximity Prestige
centrality_proximal_betweennessProximal betweenness centrality
centrality_radialityRadiality Centrality
centrality_random_walkRandom Walk Centrality
centrality_random_walk_decayRandom walk decay centrality
centrality_reaching_localLocal Reaching Centrality (Mones, Vicsek & Vicsek 2012)
centrality_relative_entropyRelative-Entropy Integrated Evaluation
centrality_residual_closenessResidual Closeness Centrality
centrality_resistance_curvatureNode resistance curvature
centrality_rsp_betweennessRandomized Shortest Paths Betweenness Centrality
centrality_rumorRumor Centrality
centrality_salsaSALSA Authority Centrality
centrality_semilocalSemi-Local Centrality
centrality_shapley_game1Shapley Value Centrality (Games 1, 2 and 3)
centrality_spectralrankSpectralRank with optional diagonal prior information
centrality_s_shells-shell Index
centrality_strengthStrength Centrality (Weighted Degree)
centrality_stressStress Centrality
centrality_subgraphSubgraph Centrality
centrality_topological_coefficientTopological Coefficient
centrality_transitivityLocal Transitivity (Clustering Coefficient)
centrality_trussTruss, mixed-degree decomposition and local social-capital...
centrality_trust_pagerankTrust-PageRank
centrality_two_way_rwTwo-Way Random Walk Betweenness
centrality_volumeVolume centrality
centrality_voterankVoteRank Centrality
centrality_weighted_kshellWeighted k-shell, Renewed Coreness and Geodesic k-path
centrality_weighted_leaderrankWeighted LeaderRank centrality
centrality_wienerWiener Index Centrality
centrality_within_module_zWithin-Module Degree Z-Score
centrality_wvoterankWVoteRank, EnRenew and VoteRank++
centrality_x_degreeX-degree centrality
centralizationCentralization index
cluster_qualityCluster Quality Metrics
cluster_significanceTest Significance of Community Structure
cographCreate a Network Visualization
CographLayoutCographLayout R6 Class
cograph-mainMain Entry Point
CographNetworkCographNetwork R6 Class
cograph-packagecograph: Modern Network Visualization for R
CographThemeCographTheme R6 Class
color_communitiesColor Nodes by Community
communitiesCommunity Detection
community_consensusConsensus Community Detection
community_edge_betweennessEdge Betweenness Community Detection
community_fast_greedyFast Greedy Community Detection
community_fluidFluid Communities Detection
community_infomapInfomap Community Detection
community_label_propagationLabel Propagation Community Detection
community_leading_eigenvectorLeading Eigenvector Community Detection
community_leidenLeiden Community Detection
community_louvainLouvain Community Detection
community_optimalOptimal Community Detection
community_sizesGet Community Sizes
community_spinglassSpinglass Community Detection
community_walktrapWalktrap Community Detection
compare_communitiesCompare Community Structures
complement_networkComplement of a Network
contract_nodesContract Nodes into Groups
core_peripheryDetect Core-Periphery Structure
csumCluster Summary Statistics
degree_distributionDegree Distribution Visualization
detect_communitiesDetect Communities in a Network
disparity_filterDisparity Filter
dispersionDispersion (Backstrom-Kleinberg 2014)
dyad_censusDyad Census
edge_centralityCalculate Edge Centrality Measures
edge_reciprocityEdge Reciprocity
ego_networksEgo-Network Metrics
estrada_indexEstrada Index
extract_motifsExtract Motifs from Network Data
extract_triadsExtract Triads with Node Labels
filter_edgesFilter Edges by Metadata
filter_nodesFilter Nodes by Metadata or Centrality
fit_degree_distributionFit Statistical Distributions to Degree Sequence
from_qgraphConvert a qgraph object to cograph parameters
from_tnaConvert a tna object to cograph parameters
get_dataGet Original Data from Cograph Network
get_edge_listExtract Raw Edge List from TNA Model
get_edgesGet Edges from Cograph Network
get_groupsGet Node Groups from Cograph Network
get_labelsGet Labels from Cograph Network
get_layoutGet a Registered Layout
get_metaGet Metadata from Cograph Network
get_nodesGet Nodes from Cograph Network
get_shapeGet a Registered Shape
get_sourceGet Source Type from Cograph Network
get_themeGet a Registered Theme
ggplot_robustnessCompare Network Robustness (ggplot2)
group_centralityGroup Centrality (Everett-Borgatti 1999)
hai_datasetsHuman-AI Interaction Coding Sequences
input-edgelistEdge List Input Parsing
input-igraphigraph Input Parsing
input-matrixMatrix Input Parsing
input-qgraphqgraph Input Parsing
input-statnetStatnet Network Input Parsing
input-tnatna Input Parsing
invert_weightsInvert Edge Weights (Similarity to Distance and Back)
is_bipartiteCheck if a Matrix Could Be Bipartite
is_directedCheck if Network is Directed
is_tna_networkCheck if Network is TNA-based
k_shortest_pathsFind K Shortest Loopless Paths (Yen's Algorithm)
layer_degree_correlationDegree Correlation Between Layers
layer_similarityLayer Similarity
layer_similarity_matrixPairwise Layer Similarities
layout_circleCircular Layout
layout-circleCircular Layout
layout_groupsGroup-based Layout
layout-groupsGroup-based Layout
layout_ovalOval Layout
layout-ovalOval/Ellipse Layout
layout_saqrSaqr Layout (Start/End transition flow)
layout_springFruchterman-Reingold Spring Layout
layout-springFruchterman-Reingold Spring Layout
layout_targetTarget Layout (focal-node, topological)
layout-target-saqrTarget and Saqr Layouts
list_centralitiesCatalogue of the Centrality Measures
list_layoutsList Available Layouts
list_palettesList Available Color Palettes
list_shapesList Available Shapes
list_svg_shapesList Registered SVG Shapes
list_themesList Available Themes
mcmlmcml - Deprecated alias for csum
membershipGet Community Membership
methods-plotPlot Methods
methods-printPrint Methods
motif_censusNetwork Motif Analysis
motifsNetwork Motif Analysis
mutate_edgesAdd or Change Edge Attributes
mutate_nodesAdd or Change Node Attributes
n_communitiesGet Number of Communities
n_edgesGet Number of Edges
neighborhood_overlapNeighborhood Overlap (Jaccard) for Each Edge
network_bridgesBridge Edges
network_clique_sizeLargest Clique Size
network_cut_verticesCut Vertices (Articulation Points)
network_girthNetwork Girth (Shortest Cycle Length)
network_global_efficiencyGlobal Efficiency
network_local_efficiencyLocal Efficiency
network_radiusNetwork Radius
network_rich_clubRich Club Coefficient
network_small_worldSmall-World Coefficient (Sigma)
network_summaryNetwork-Level Summary Statistics
network_vertex_connectivityNetwork Vertex Connectivity
network_wranglingNetwork Wrangling Verbs
n_nodesGet Number of Nodes
nodesGet Nodes from Cograph Network (Deprecated)
normalize_weightsNormalize Edge Weights
output-saveOutput and Saving
overlay_communitiesOverlay Community Blobs on a Network Plot
palette_bluesBlues Palette
palette_colorblindColorblind-friendly Palette
palette_divergingDiverging Palette
palette_pastelPastel Palette
palette_rainbowRainbow Palette
palette_redsReds Palette
palettesColor Palettes
palette_viridisViridis Palette
panel_layoutConfigure a custom multi-panel layout
plot_alluvialPlot Alluvial Diagram
plot_bootstrap_forestForest Plot for Bootstrap Network Results
plot_centralityPlot Centrality
plot_centrality_comparePlot Centrality Comparison
plot_centrality_distributionPlot Centrality Distribution
plot_centrality_heatmapPlot Centrality Heatmap
plot_chordChord Diagram
plot.cograph_cluster_significancePlot Cluster Significance
plot.cograph_communitiesPlot Community Structure
plot.cograph_core_peripheryPlot Core-Periphery Structure
plot.cograph_degree_fitPlot method for cograph_degree_fit
plot.cograph_motif_analysisPlot Motif Analysis Results
plot.cograph_motifsPlot Network Motifs
plot.cograph_networkPlot cograph_network Object
plot.cograph_rich_clubPlot Rich Club Results
plot.cograph_vulnerabilityPlot Node Vulnerability
plot_comparePlot Network Difference (alias of plot_difference)
plot_comparison_heatmapPlot Comparison Heatmap
plot_degree_correlationPlot Degree-Degree Correlation
plot_differencePlot Network Difference
plot_edge_diff_forestForest Plot for Bootstrap Edge Differences
plot_edge_weightsPlot Edge Weight Distribution
plot_group_permutationPlot Group Permutation Test Results
plot_heatmapPlot Network as Heatmap
plot_htnaPlot Heterogeneous TNA Network (Multi-Group Layout)
plot_mcmlPlot Multi-Cluster Multi-Layer Network
plot_mixed_networkPlot Mixed Network
plot_ml_heatmapMultilayer Network Heatmap
plot_mlnaMultilevel Network Visualization
plot_motifsPlot a motif/subgraph result
plot_mtnaMulti-Cluster TNA Network Plot
plot_net_bootstrap_groupPlot a Group Bootstrap Result
plot_netobject_groupPlot a Group of Nestimate netobjects
plot_netobject_mlPlot a Multilevel Nestimate netobject
plot_net_stabilityPlot Centrality Stability Results
plot_network_evolutionPlot Network Evolution (Small Multiples)
plot_permutationPlot Permutation Test Results
plot_robustnessPlot Network Robustness
plot_simplicialSimplicial Complex Visualization
plot_temporalTemporal Network Prism (3D Glass Box)
plot_tnaTNA-Style Network Plot (qgraph Compatible)
plot.tna_disparityPlot Disparity Filter Result
plot_trajectoriesPlot Individual Trajectories
plot_transitionsPlot Transitions Between States
print.cograph_communitiesPrint Community Structure
print.cograph_degree_fitPrint method for cograph_degree_fit
print.cograph_networkPrint cograph_network Object
project_bipartiteProject Bipartite Network to One-Mode
reaching_globalGlobal Reaching Centrality (Mones, Vicsek & Vicsek 2012)
register_layoutRegister a Custom Layout
register_shapeRegister a Custom Shape
register_svg_shapeRegister Custom SVG Shape
register_themeRegister a Custom Theme
regulation_netLearning Regulation Transition Network
remove_edgesRemove Edges from a Network
remove_isolatesRemove Isolated Nodes
remove_nodesRemove Nodes from a Network
rename_nodesRename Nodes
render-ggplotggplot2 Conversion
render-gridGrid Rendering
reorder_nodesReorder the Nodes of a Network
reverse_edgesReverse Edge Direction
rich_clubRich Club Coefficient
rich_club_localLocal Rich Club Score
robustnessNetwork Robustness Analysis
robustness_aucCalculate Area Under Robustness Curve (AUC)
robustness_summarySummary of Robustness Analysis
select_bridgesSelect Bridge Edges
select_componentSelect Connected Component
select_edgesSelect Edges with Lazy Computation
select_edges_betweenSelect Edges Between Node Sets
select_edges_involvingSelect Edges Involving Nodes
select_k_coreSelect the k-Core of a Network
select_neighborsSelect Node Neighbors (Ego Network)
select_nodesSelect Nodes with Lazy Centrality Computation
select_topSelect Top N Nodes by Centrality
select_top_edgesSelect Top N Edges
set_edgesSet Edges in Cograph Network
set_groupsSet Node Groups
set_layoutSet Layout in Cograph Network
set_nodesSet Nodes in Cograph Network
shortest_pathsCompute Shortest Path Distances
simmelian_strengthSimmelian Strength (Triangle Count per Edge)
simplifySimplify a Network
sn_edgesSet Edge Aesthetics
sn_ggplotConvert Network to ggplot2
sn_layoutApply Layout to Network
sn_nodesSet Node Aesthetics
sn_paletteApply Color Palette to Network
sn_saveSave Network Visualization
sn_save_ggplotSave as ggplot2
sn_themeApply Theme to Network
soplotPlot Cograph Network
spanning_treeMinimum or Maximum Spanning Tree
split_componentsSplit a Network into Its Connected Components
splotPlot Nestimate Bootstrap Results
splot.tna_bootstrapPlot Bootstrap Results
splot.tna_disparityPlot Disparity Results with splot
student_interactionsStudent Interaction Edge List
subgraphsExtract Specific Motif Instances (Subgraphs)
summarize_clustersBuild MCML from Raw Transition Data
summarize_networkSummarize Network by Clusters
summary.cograph_networkSummary of cograph_network Object
supra_adjacencySupra-Adjacency Matrix
supra_interlayerExtract Inter-Layer Block
supra_layerExtract Layer from Supra-Adjacency Matrix
symmetrizeSymmetrize a Directed Network
theme_cograph_classicClassic Theme
theme_cograph_colorblindColorblind-friendly Theme
theme_cograph_darkDark Theme
theme_cograph_grayGrayscale Theme
theme_cograph_minimalMinimal Theme
theme_cograph_natureNature Theme
theme_cograph_viridisViridis Theme
themes-builtinBuilt-in Themes
themes-registryTheme Registry Functions
threshold_edgesThreshold Edges by Weight, Count, Proportion or Density
to_data_frameExport Network as Edge List Data Frame
to_directedConvert an Undirected Network to Directed
to_igraphConvert Network to igraph Object
to_matrixConvert Network to Adjacency Matrix
to_networkConvert Network to statnet network Object
to_undirectedConvert a Directed Network to Undirected
triad_censusTriad Census
trophic_incoherenceTrophic Incoherence Parameter
unregister_svg_shapeUnregister SVG Shape
verify_with_igraphVerify Against igraph
vulnerabilityNode Vulnerability
wrangle-editNetwork Editing Verbs
wrangle-structureStructural Network Wrangling Verbs
wrangle-weightsWeight Wrangling Verbs
cograph documentation built on Sept. 30, 2026, 5:08 p.m.