pm4py.algo.organizational_mining.network_analysis package

PM4Py – A Process Mining Library for Python

Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License for more details.

You should have received a copy of the GNU Affero General Public License along with this program. If not, see this software project’s root or visit <https://www.gnu.org/licenses/>.

Website: https://processintelligence.solutions Contact: info@processintelligence.solutions

Subpackages

• pm4py.algo.organizational_mining.network_analysis.variants package
  • Submodules
  • pm4py.algo.organizational_mining.network_analysis.variants.dataframe module
    • Parameters
      • Parameters.SORTING_COLUMN
      • Parameters.INDEX_KEY
      • Parameters.TIMESTAMP_KEY
      • Parameters.IN_COLUMN
      • Parameters.OUT_COLUMN
      • Parameters.NODE_COLUMN_SOURCE
      • Parameters.NODE_COLUMN_TARGET
      • Parameters.EDGE_COLUMN
      • Parameters.INCLUDE_PERFORMANCE
      • Parameters.BUSINESS_HOURS
      • Parameters.BUSINESS_HOUR_SLOTS
      • Parameters.WORKCALENDAR
      • Parameters.TIMESTAMP_DIFF_COLUMN
      • Parameters.EDGE_REFERENCE
    • build_network_analysis_from_link_analysis()
    • apply()

Submodules

pm4py.algo.organizational_mining.network_analysis.algorithm module

PM4Py – A Process Mining Library for Python

Copyright (C) 2024 Process Intelligence Solutions UG (haftungsbeschränkt)

This program is free software: you can redistribute it and/or modify it under the terms of the GNU Affero General Public License as published by the Free Software Foundation, either version 3 of the License, or any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Affero General Public License for more details.

You should have received a copy of the GNU Affero General Public License along with this program. If not, see this software project’s root or visit <https://www.gnu.org/licenses/>.

Website: https://processintelligence.solutions Contact: info@processintelligence.solutions

class pm4py.algo.organizational_mining.network_analysis.algorithm.Variants(value, names=<not given>, *values, module=None, qualname=None, type=None, start=1, boundary=None)

Bases: Enum

DATAFRAME = <module 'pm4py.algo.organizational_mining.network_analysis.variants.dataframe' from 'C:\\Users\\berti\\pm4py-core\\pm4py\\algo\\organizational_mining\\network_analysis\\variants\\dataframe.py'>

pm4py.algo.organizational_mining.network_analysis.algorithm.apply(log: DataFrame | EventLog | EventStream, variant=Variants.DATAFRAME, parameters: Dict[Any, Any] | None = None) → Dict[Tuple[str, str], Dict[str, Any]]

Performs the network analysis on the provided event log

Parameters

log

Event log

parameters

Version-specific parameters

Returns

network_analysis

Edges of the network analysis (first key: edge; second key: type; value: number of occurrences)