centrality_transitivity

Proportion of triangles around each node relative to the number of
possible triangles. Measures how tightly clustered a node's neighborhood is.

Provides tools for the analysis, visualization, and manipulation
of dynamical, social (Saqr et al. (2024) <doi:10.1007/978-3-031-54464-4_10>) and
complex networks (Saqr et al. (2025) <doi:10.1145/3706468.3706513>). The package
supports multiple network formats and offers flexible tools for heterogeneous,
multi-layer, and hierarchical network analysis with simple syntax and
extensive toolset.

Sonsoles López-Pernas

cograph

Analysis and Visualization of Complex Networks

Mohammed Saqr

centrality_transitivity function

<dl><dt>x</dt>
<dd>Network input (matrix, igraph, network, cograph_network, tna object).</dd>
<dt>transitivity_type</dt>
<dd>Type of transitivity: <code>"local"</code> (default),
<code>"global"</code>, <code>"undirected"</code>, <code>"localundirected"</code>,
<code>"barrat"</code> (weighted), <code>"weighted"</code>, or <code>"onnela"</code>.
<code>"onnela"</code> computes the Onnela / Holme weighted clustering
coefficient on the symmetrized matrix and matches
<code>tna::centralities(., "Clustering")</code> byte-for-byte. Auto-set
to <code>"onnela"</code> when <code>tna_network = TRUE</code> (passed via
<code>...</code>) and the user did not pass an explicit value.</dd>
<dt>isolates</dt>
<dd>How to handle isolate nodes: <code>"nan"</code> (default) or
<code>"zero"</code>.</dd>
<dt>...</dt>
<dd>Additional arguments passed to <code>centrality</code> (e.g.,
<code>weighted</code>, <code>directed</code>).</dd></dl>

Arguments

Local Transitivity (Clustering Coefficient) — centrality_transitivity

<dl>

<dt>x</dt>
<dd>Network input (matrix, igraph, network, cograph_network, tna object).</dd>


<dt>transitivity_type</dt>
<dd>Type of transitivity: <code>"local"</code> (default),
<code>"global"</code>, <code>"undirected"</code>, <code>"localundirected"</code>,
<code>"barrat"</code> (weighted), <code>"weighted"</code>, or <code>"onnela"</code>.
<code>"onnela"</code> computes the Onnela / Holme weighted clustering
coefficient on the symmetrized matrix and matches
<code>tna::centralities(., "Clustering")</code> byte-for-byte. Auto-set
to <code>"onnela"</code> when <code>tna_network = TRUE</code> (passed via
<code>...</code>) and the user did not pass an explicit value.</dd>


<dt>isolates</dt>
<dd>How to handle isolate nodes: <code>"nan"</code> (default) or
<code>"zero"</code>.</dd>


<dt>...</dt>
<dd>Additional arguments passed to <code>centrality</code> (e.g.,
<code>weighted</code>, <code>directed</code>).</dd>

</dl>

centrality_transitivity: Local Transitivity (Clustering Coefficient)

Description

Usage

Value

Arguments

See Also

Examples