Many Ways to Measure and Classify Membership for Networks, Nodes, and Ties

Documentation for package ‘netrics’ version 0.2.1

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-- C --

cluster_concor	Methods for equivalence clustering
cluster_cosine	Methods for equivalence clustering
cluster_hierarchical	Methods for equivalence clustering

-- 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	Marking nodes as core or periphery
mark_degree	Marking nodes based on degree properties
mark_diff	Marking nodes based on diffusion properties
mark_dyads	Marking ties based on dyadic properties
mark_nodes	Marking nodes based on structural properties
mark_select_node	Marking nodes based on measures
mark_select_tie	Marking ties based on measures
mark_ties	Marking ties based on structural properties
mark_triangles	Marking ties based on triangular properties
measure_assort_net	Measures of network assortativity
measure_assort_node	Measures of nodes assortativity
measure_breadth	Measures of network breadth
measure_brokerage	Measures of brokerage
measure_broker_node	Measuring nodes brokerage
measure_broker_tie	Measuring ties brokerage
measure_centralisation_between	Measuring networks betweenness-like centralisation
measure_centralisation_close	Measuring networks closeness-like centralisation
measure_centralisation_degree	Measuring networks degree-like centralisation
measure_centralisation_eigen	Measuring networks eigenvector-like centralisation
measure_centralities_between	Measuring ties betweenness-like centrality
measure_centralities_close	Measuring ties closeness-like centrality
measure_centralities_degree	Measuring ties degree-like centrality
measure_centralities_eigen	Measuring ties eigenvector-like centrality
measure_central_between	Measuring nodes betweenness-like centrality
measure_central_close	Measuring nodes closeness-like centrality
measure_central_degree	Measuring nodes degree-like centrality
measure_central_eigen	Measuring nodes eigenvector-like centrality
measure_closure	Measuring network closure
measure_closure_node	Measuring node closure
measure_cohesion	Measures of network cohesion
measure_core	Measuring nodes' 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 nodes diversity
measure_features	Measuring network topological features
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 hierarchical communities
member_community_non	Memberships in non-hierarchical communities
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_kselect	Methods for selecting clusters
motif_brokerage_net	Motifs of network brokerage
motif_brokerage_node	Motifs of nodes brokerage
motif_exposure	Motifs of nodes exposure
motif_hazard	Motifs of network hazard
motif_hierarchy	Motifs of network hierarchy
motif_net	Motifs of network cohesion
motif_node	Motifs of nodes cohesion
motif_path	Motifs of nodes 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	Measuring network topological features
net_by_betweenness	Measuring networks betweenness-like centralisation
net_by_closeness	Measuring networks closeness-like centralisation
net_by_cohesion	Measures of network fragmentation
net_by_components	Measures of network cohesion
net_by_congruency	Measuring network closure
net_by_connectedness	Measures of hierarchy
net_by_core	Measuring network topological features
net_by_degree	Measuring networks degree-like centralisation
net_by_density	Measures of network cohesion
net_by_diameter	Measures of network breadth
net_by_diversity	Measures of network diversity
net_by_efficiency	Measures of hierarchy
net_by_eigenvector	Measuring networks eigenvector-like centralisation
net_by_equivalency	Measuring network closure
net_by_factions	Measuring network topological features
net_by_harmonic	Measuring networks 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_indegree	Measuring networks 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_length	Measures of network breadth
net_by_modularity	Measuring network topological features
net_by_outdegree	Measuring networks degree-like centralisation
net_by_reach	Measuring networks closeness-like centralisation
net_by_reciprocity	Measuring network closure
net_by_recovery	Measures of network diffusion
net_by_reproduction	Measures of network diffusion
net_by_richclub	Measuring network topological features
net_by_richness	Measures of network diversity
net_by_scalefree	Measuring network topological features
net_by_smallworld	Measuring 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	Measuring 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_mixed	Motifs of network cohesion
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	Measuring nodes eigenvector-like centrality
node_by_authority	Measuring nodes eigenvector-like centrality
node_by_betweenness	Measuring nodes betweenness-like centrality
node_by_bridges	Measuring nodes brokerage
node_by_brokering_activity	Measures of brokerage
node_by_brokering_exclusivity	Measures of brokerage
node_by_closeness	Measuring nodes closeness-like centrality
node_by_constraint	Measuring nodes brokerage
node_by_coreness	Measuring nodes' coreness
node_by_deg	Measuring nodes degree-like centrality
node_by_degree	Measuring nodes degree-like centrality
node_by_distance	Measuring nodes closeness-like centrality
node_by_diversity	Measures of nodes diversity
node_by_eccentricity	Measuring nodes closeness-like centrality
node_by_efficiency	Measuring nodes brokerage
node_by_effsize	Measuring nodes brokerage
node_by_eigenvector	Measuring nodes eigenvector-like centrality
node_by_equivalency	Measuring node closure
node_by_flow	Measuring nodes betweenness-like centrality
node_by_harmonic	Measuring nodes closeness-like centrality
node_by_heterophily	Measures of nodes assortativity
node_by_hierarchy	Measuring nodes brokerage
node_by_homophily	Measures of nodes assortativity
node_by_hub	Measuring nodes eigenvector-like centrality
node_by_indegree	Measuring nodes degree-like centrality
node_by_induced	Measuring nodes betweenness-like centrality
node_by_information	Measuring nodes closeness-like centrality
node_by_kcoreness	Measuring nodes' coreness
node_by_leverage	Measuring nodes degree-like centrality
node_by_multidegree	Measuring nodes degree-like centrality
node_by_neighbours_degree	Measuring nodes brokerage
node_by_outdegree	Measuring nodes degree-like centrality
node_by_pagerank	Measuring nodes eigenvector-like centrality
node_by_posneg	Measuring nodes degree-like centrality
node_by_power	Measuring nodes eigenvector-like centrality
node_by_randomwalk	Measuring nodes closeness-like centrality
node_by_reach	Measuring nodes closeness-like centrality
node_by_reciprocity	Measuring node closure
node_by_redundancy	Measuring nodes brokerage
node_by_richness	Measures of nodes diversity
node_by_stress	Measuring nodes betweenness-like centrality
node_by_subgraph	Measuring nodes eigenvector-like centrality
node_by_transitivity	Measuring node closure
node_by_vitality	Measuring nodes closeness-like centrality
node_in_adopter	Memberships in a diffusion process
node_in_automorphic	Memberships in equivalent classes
node_in_betweenness	Memberships in hierarchical communities
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 hierarchical communities
node_in_equivalence	Memberships in equivalent classes
node_in_fluid	Memberships in non-hierarchical communities
node_in_greedy	Memberships in hierarchical communities
node_in_infomap	Memberships in non-hierarchical communities
node_in_leiden	Memberships in non-hierarchical communities
node_in_louvain	Memberships in non-hierarchical communities
node_in_optimal	Memberships in non-hierarchical communities
node_in_partition	Memberships in non-hierarchical communities
node_in_regular	Memberships in equivalent classes
node_in_roulette	Memberships in maximally diverse cliques
node_in_spinglass	Memberships in non-hierarchical communities
node_in_strong	Memberships in components
node_in_structural	Memberships in equivalent classes
node_in_walktrap	Memberships in hierarchical communities
node_in_weak	Memberships in components
node_is_core	Marking nodes as core or periphery
node_is_cutpoint	Marking nodes based on structural properties
node_is_exposed	Marking nodes based on diffusion properties
node_is_fold	Marking nodes based on structural properties
node_is_independent	Marking nodes based on structural properties
node_is_infected	Marking nodes based on diffusion properties
node_is_isolate	Marking nodes based on degree properties
node_is_latent	Marking nodes based on diffusion properties
node_is_max	Marking nodes based on measures
node_is_mean	Marking nodes based on measures
node_is_mentor	Marking nodes based on structural properties
node_is_min	Marking nodes based on measures
node_is_neighbor	Marking nodes based on structural properties
node_is_pendant	Marking nodes based on degree properties
node_is_random	Marking nodes based on measures
node_is_recovered	Marking nodes based on diffusion properties
node_is_universal	Marking nodes based on degree properties
node_x_brokerage	Motifs of nodes brokerage
node_x_dyad	Motifs of nodes cohesion
node_x_exposure	Motifs of nodes exposure
node_x_path	Motifs of nodes pathing
node_x_tetrad	Motifs of nodes cohesion
node_x_tie	Motifs of nodes pathing
node_x_triad	Motifs of nodes cohesion

-- T --

tie_by_betweenness	Measuring ties betweenness-like centrality
tie_by_closeness	Measuring ties closeness-like centrality
tie_by_cohesion	Measuring ties brokerage
tie_by_degree	Measuring ties degree-like centrality
tie_by_eigenvector	Measuring ties eigenvector-like centrality
tie_is_bridge	Marking ties based on structural properties
tie_is_cyclical	Marking ties based on triangular properties
tie_is_feedback	Marking ties based on structural properties
tie_is_imbalanced	Marking ties based on triangular properties
tie_is_loop	Marking ties based on structural properties
tie_is_max	Marking ties based on measures
tie_is_min	Marking ties based on measures
tie_is_multiple	Marking ties based on dyadic properties
tie_is_path	Marking ties based on structural properties
tie_is_random	Marking ties based on measures
tie_is_reciprocated	Marking ties based on dyadic properties
tie_is_simmelian	Marking ties based on triangular properties
tie_is_transitive	Marking ties based on triangular properties
tie_is_triangular	Marking ties based on triangular properties
tie_is_triplet	Marking ties based on triangular properties