metrics.nodes
=============

.. py:module:: metrics.nodes


Classes
-------

.. autoapisummary::

   metrics.nodes.NodeMetrics


Module Contents
---------------

.. py:class:: NodeMetrics

   Handles node-level metric calculations.


   .. py:method:: extract_node_metrics(nodes_list: List[Tuple]) -> Any

      Compute per-node graph metrics for a DPG model.

      :param dpg_model: NetworkX DiGraph representing the DPG.
      :param nodes_list: List of ``(node_id, label)`` tuples.

      :returns: DataFrame with columns ``['Node', 'Label', 'Degree', 'In degree nodes',
                'Out degree nodes', 'Betweenness centrality', 'Local reaching centrality']``.