Get ONA metrics

There is one method to get ONA metrics Yva.ai API:

To use this method you will need to specify the start date and the end date. Additionally, you will need to specify the minimal weight of edge and its balance.

Minimal weight of edge is the number of minimal messages between two employees to consider it as a well-established connection (edge). All communication pairs that are below this number will not be included in further calculcation.

Edge balance is a parameter that will take away all the single-edged communications. We recommend using the 0.2 value of the parameter. All the edges below this value will not be included in further calculation.

This method allows to get metrics such as:

  • Directed edges of graph,
  • Node metrics,
  • Employee ID.

Directed edges of graph include:

  • Source of edge as the ID of employee that sends messages,
  • Target of edge as the ID of employee that receives messages,
  • Set of number of messages for each message class,
    • All messages,
    • Messages with task,
    • Messages with positive sentiment,
    • Messages with positive sentiment,
    • Messages with praise,
    • Messages with conflict.
  • Weight of edge.

Node metrics include:

  • Degree,
  • Community (cluster),
  • Degree centrality,
  • Eigenvector centrality,
  • Closeness centrality,
  • Betweenness centrality.