pm4py.org.discover_activity_based_resource_similarity

pm4py.org.discover_activity_based_resource_similarity(log: EventLog | DataFrame, activity_key: str = 'concept:name', resource_key: str = 'org:resource', timestamp_key: str = 'time:timestamp', case_id_key: str = 'case:concept:name') → SNA

Calculates similarity between the resources in the event log based on their activity profiles.

Return type:

SNA

Parameters:

• log – Event log or Pandas DataFrame.

• activity_key (str) – Attribute to be used for the activity.

• resource_key (str) – Attribute to be used for the resource.

• timestamp_key (str) – Attribute to be used for the timestamp.

• case_id_key (str) – Attribute to be used as case identifier.

import pm4py

act_res_sim = pm4py.discover_activity_based_resource_similarity(
    dataframe,
    resource_key='org:resource',
    activity_key='concept:name',
    timestamp_key='time:timestamp',
    case_id_key='case:concept:name'
)