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 / 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')