Many Marks, Measures, Memberships, and Motifs for Networks

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Documentation for package ‘netrics’ version 1.1.0

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C K M N R S T

-- C --

cluster_concor Methods for equivalence clustering
cluster_cosine Methods for equivalence clustering
cluster_hierarchical Methods for equivalence clustering
coreness_correlation Methods for calculating coreness
coreness_hub Methods for calculating coreness
coreness_rich Methods for calculating coreness
coreness_transition Methods for calculating coreness

-- K --

k_elbow Methods for selecting clusters
k_gap Methods for selecting clusters
k_silhouette Methods for selecting clusters
k_strict Methods for selecting clusters

-- M --

mark_core Marks of nodes as core or periphery
mark_degree Marks of nodes based on degree properties
mark_diff Marks of nodes based on diffusion properties
mark_dyads Marks of ties based on dyadic properties
mark_nodes Marks of nodes based on structural properties
mark_select_node Marks of nodes based on measures
mark_select_tie Marks of ties based on measures
mark_ties Marks of ties based on structural properties
mark_triangles Marks of ties based on triangular properties
measure_assort_net Measures of network assortativity
measure_assort_node Measures of node assortativity
measure_breadth Measures of network breadth
measure_brokerage Measures of brokerage
measure_broker_node Measures of node brokerage
measure_broker_tie Measures of tie brokerage
measure_centralisation_between Measures of network betweenness-like centralisation
measure_centralisation_close Measures of network closeness-like centralisation
measure_centralisation_degree Measures of network degree-like centralisation
measure_centralisation_eigen Measures of network eigenvector-like centralisation
measure_central_between Measures of node betweenness-like centrality
measure_central_close Measures of node closeness-like centrality
measure_central_degree Measures of node degree-like centrality
measure_central_eigen Measures of node eigenvector-like centrality
measure_central_tie_between Measures of tie betweenness-like centrality
measure_central_tie_close Measures of tie closeness-like centrality
measure_central_tie_degree Measures of tie degree-like centrality
measure_central_tie_eigen Measures of tie eigenvector-like centrality
measure_closure Measures of network closure
measure_closure_node Measures of node closure
measure_cohesion Measures of network cohesion
measure_core Measures of node coreness
measure_diffusion_infection Measures of network infection
measure_diffusion_net Measures of network diffusion
measure_diffusion_node Measures of nodes in a diffusion
measure_diverse_net Measures of network diversity
measure_diverse_node Measures of node diversity
measure_features Measures of network topological features
measure_fit Measures of how well a structure fits a network
measure_fragmentation Measures of network fragmentation
measure_hierarchy Measures of hierarchy
measure_periods Measures of network change
member_brokerage Memberships in brokerage positions
member_cliques Memberships in maximally diverse cliques
member_community Memberships in communities
member_community_hier Memberships in communities that form a hierarchy
member_community_link Memberships of ties in link communities
member_community_modular Memberships in communities that optimise a quality function
member_community_partition Memberships in communities that fill a set number of groups
member_community_spread Memberships in communities that follow a spreading process
member_components Memberships in components
member_core Memberships in core-periphery categories
member_diffusion Memberships in a diffusion process
member_equivalence Memberships in equivalent classes
method_cluster Methods for equivalence clustering
method_coreness Methods for calculating coreness
method_kselect Methods for selecting clusters
method_regularity Methods for calculating regularity
method_search Methods for searching for the membership that minimises a cost
method_split Methods for splitting a continuous score into ordered groups
mode_by_betweenness Measures of network betweenness-like centralisation
mode_by_closeness Measures of network closeness-like centralisation
mode_by_degree Measures of network degree-like centralisation
mode_by_eigenvector Measures of network eigenvector-like centralisation
mode_by_indegree Measures of network degree-like centralisation
mode_by_outdegree Measures of network degree-like centralisation
motif_brokerage_net Motifs of network brokerage
motif_brokerage_node Motifs of node brokerage
motif_clique Motifs of clique participation
motif_composition Motifs of ego-network composition
motif_exposure Motifs of node exposure
motif_hazard Motifs of network hazard
motif_hierarchy Motifs of network hierarchy
motif_homophily Motifs of network homophily
motif_net Motifs of network cohesion
motif_node Motifs of node cohesion
motif_path Motifs of node pathing
motif_periods Motifs of network change

-- N --

net_by_adhesion Measures of network fragmentation
net_by_assortativity Measures of network assortativity
net_by_balance Measures of network topological features
net_by_betweenness Measures of network betweenness-like centralisation
net_by_bipartivity Measures of network topological features
net_by_closeness Measures of network closeness-like centralisation
net_by_cohesion Measures of network fragmentation
net_by_compactness Measures of network cohesion
net_by_components Measures of network cohesion
net_by_congruency Measures of network closure
net_by_connectedness Measures of hierarchy
net_by_core Measures of how well a structure fits a network
net_by_cyclicality Measures of network closure
net_by_decay Measures of network closeness-like centralisation
net_by_degree Measures of network degree-like centralisation
net_by_density Measures of network cohesion
net_by_diameter Measures of network breadth
net_by_divergence Measures of how well a structure fits a network
net_by_diversity Measures of network diversity
net_by_efficiency Measures of hierarchy
net_by_eigenvector Measures of network eigenvector-like centralisation
net_by_equivalency Measures of network closure
net_by_factions Measures of how well a structure fits a network
net_by_harmonic Measures of network closeness-like centralisation
net_by_heterophily Measures of network assortativity
net_by_homophily Measures of network assortativity
net_by_immunity Measures of network diffusion
net_by_inconsistency Measures of how well a structure fits a network
net_by_indegree Measures of network degree-like centralisation
net_by_independence Measures of network cohesion
net_by_infection_complete Measures of network infection
net_by_infection_peak Measures of network infection
net_by_infection_total Measures of network infection
net_by_integration Measures of network closeness-like centralisation
net_by_length Measures of network breadth
net_by_linkdensity Measures of how well a structure fits a network
net_by_modularity Measures of how well a structure fits a network
net_by_outdegree Measures of network degree-like centralisation
net_by_reach Measures of network closeness-like centralisation
net_by_reciprocity Measures of network closure
net_by_recovery Measures of network diffusion
net_by_reproduction Measures of network diffusion
net_by_richclub Measures of network topological features
net_by_richness Measures of network diversity
net_by_scalefree Measures of network topological features
net_by_smallworld Measures of network topological features
net_by_spatial Measures of network assortativity
net_by_strength Measures of network fragmentation
net_by_toughness Measures of network fragmentation
net_by_transitivity Measures of network closure
net_by_transmissibility Measures of network diffusion
net_by_upperbound Measures of hierarchy
net_by_waves Measures of network change
net_x_brokerage Motifs of network brokerage
net_x_change Motifs of network change
net_x_correlation Motifs of network change
net_x_dyad Motifs of network cohesion
net_x_hazard Motifs of network hazard
net_x_hierarchy Motifs of network hierarchy
net_x_homophily Motifs of network homophily
net_x_stability Motifs of network change
net_x_tetrad Motifs of network cohesion
net_x_triad Motifs of network cohesion
node_by_adopt_exposure Measures of nodes in a diffusion
node_by_adopt_recovery Measures of nodes in a diffusion
node_by_adopt_threshold Measures of nodes in a diffusion
node_by_adopt_time Measures of nodes in a diffusion
node_by_alpha Measures of node eigenvector-like centrality
node_by_authority Measures of node eigenvector-like centrality
node_by_betweenness Measures of node betweenness-like centrality
node_by_bridges Measures of node brokerage
node_by_brokering_activity Measures of brokerage
node_by_brokering_exclusivity Measures of brokerage
node_by_closeness Measures of node closeness-like centrality
node_by_constraint Measures of node brokerage
node_by_core Measures of node coreness
node_by_decay Measures of node closeness-like centrality
node_by_deg Measures of node degree-like centrality
node_by_degree Measures of node degree-like centrality
node_by_distance Measures of node closeness-like centrality
node_by_diversity Measures of node diversity
node_by_eccentricity Measures of node closeness-like centrality
node_by_efficiency Measures of node brokerage
node_by_effsize Measures of node brokerage
node_by_eigenvector Measures of node eigenvector-like centrality
node_by_equivalency Measures of node closure
node_by_flow Measures of node betweenness-like centrality
node_by_harmonic Measures of node closeness-like centrality
node_by_heterophily Measures of node assortativity
node_by_hierarchy Measures of node brokerage
node_by_homophily Measures of node assortativity
node_by_hub Measures of node eigenvector-like centrality
node_by_indegree Measures of node degree-like centrality
node_by_induced Measures of node betweenness-like centrality
node_by_information Measures of node closeness-like centrality
node_by_integration Measures of node closeness-like centrality
node_by_kcoreness Measures of node coreness
node_by_leverage Measures of node degree-like centrality
node_by_multidegree Measures of node degree-like centrality
node_by_neighbours_degree Measures of node brokerage
node_by_outdegree Measures of node degree-like centrality
node_by_pagerank Measures of node eigenvector-like centrality
node_by_posneg Measures of node eigenvector-like centrality
node_by_power Measures of node eigenvector-like centrality
node_by_radiality Measures of node closeness-like centrality
node_by_randomwalk Measures of node closeness-like centrality
node_by_reach Measures of node closeness-like centrality
node_by_reciprocity Measures of node closure
node_by_redundancy Measures of node brokerage
node_by_richness Measures of node diversity
node_by_stress Measures of node betweenness-like centrality
node_by_subgraph Measures of node eigenvector-like centrality
node_by_transitivity Measures of node closure
node_by_vitality Measures of node closeness-like centrality
node_in_adopter Memberships in a diffusion process
node_in_automorphic Memberships in equivalent classes
node_in_betweenness Memberships in communities that form a hierarchy
node_in_block Memberships in equivalent classes
node_in_brokering Memberships in brokerage positions
node_in_community Memberships in communities
node_in_component Memberships in components
node_in_core Memberships in core-periphery categories
node_in_eigen Memberships in communities that form a hierarchy
node_in_equivalence Memberships in equivalent classes
node_in_faction Memberships in communities that fill a set number of groups
node_in_fluid Memberships in communities that follow a spreading process
node_in_greedy Memberships in communities that form a hierarchy
node_in_infomap Memberships in communities that follow a spreading process
node_in_labels Memberships in communities that follow a spreading process
node_in_leiden Memberships in communities that optimise a quality function
node_in_louvain Memberships in communities that optimise a quality function
node_in_motif Memberships in equivalent classes
node_in_optimal Memberships in communities that optimise a quality function
node_in_partition Memberships in communities that fill a set number of groups
node_in_regular Memberships in equivalent classes
node_in_roulette Memberships in maximally diverse cliques
node_in_spinglass Memberships in communities that optimise a quality function
node_in_structural Memberships in equivalent classes
node_in_walktrap Memberships in communities that form a hierarchy
node_is_core Marks of nodes as core or periphery
node_is_cutpoint Marks of nodes based on structural properties
node_is_exposed Marks of nodes based on diffusion properties
node_is_fold Marks of nodes based on structural properties
node_is_independent Marks of nodes based on structural properties
node_is_infected Marks of nodes based on diffusion properties
node_is_isolate Marks of nodes based on degree properties
node_is_latent Marks of nodes based on diffusion properties
node_is_max Marks of nodes based on measures
node_is_mean Marks of nodes based on measures
node_is_mentor Marks of nodes based on structural properties
node_is_min Marks of nodes based on measures
node_is_neighbor Marks of nodes based on structural properties
node_is_pendant Marks of nodes based on degree properties
node_is_random Marks of nodes based on measures
node_is_recovered Marks of nodes based on diffusion properties
node_is_universal Marks of nodes based on degree properties
node_x_alters Motifs of ego-network composition
node_x_brokerage Motifs of node brokerage
node_x_clique Motifs of clique participation
node_x_dyad Motifs of node cohesion
node_x_exposure Motifs of node exposure
node_x_path Motifs of node pathing
node_x_percolation Motifs of clique participation
node_x_similarity Motifs of ego-network composition
node_x_tetrad Motifs of node cohesion
node_x_tie Motifs of node pathing
node_x_ties Motifs of ego-network composition
node_x_triad Motifs of node cohesion

-- R --

regularity_rege Methods for calculating regularity
regularity_rolesim Methods for calculating regularity

-- S --

search_iterated Methods for searching for the membership that minimises a cost
search_tabu Methods for searching for the membership that minimises a cost
split_bins Methods for splitting a continuous score into ordered groups
split_kmeans Methods for splitting a continuous score into ordered groups
split_quantiles Methods for splitting a continuous score into ordered groups

-- T --

tie_by_betweenness Measures of tie betweenness-like centrality
tie_by_closeness Measures of tie closeness-like centrality
tie_by_cohesion Measures of tie brokerage
tie_by_degree Measures of tie degree-like centrality
tie_by_eigenvector Measures of tie eigenvector-like centrality
tie_in_community Memberships of ties in link communities
tie_is_bridge Marks of ties based on structural properties
tie_is_cyclical Marks of ties based on triangular properties
tie_is_feedback Marks of ties based on structural properties
tie_is_imbalanced Marks of ties based on triangular properties
tie_is_loop Marks of ties based on structural properties
tie_is_max Marks of ties based on measures
tie_is_min Marks of ties based on measures
tie_is_multiple Marks of ties based on dyadic properties
tie_is_path Marks of ties based on structural properties
tie_is_random Marks of ties based on measures
tie_is_reciprocated Marks of ties based on dyadic properties
tie_is_simmelian Marks of ties based on triangular properties
tie_is_transitive Marks of ties based on triangular properties
tie_is_triangular Marks of ties based on triangular properties
tie_is_triplet Marks of ties based on triangular properties