Real-world XES event logs
4TU Centre for Research Data
Activities of daily living of several individuals
This dataset comprises event logs (XES = Extensible Event Stream) regarding the activities of daily living performed by several individuals. The event logs were derived from sensor data which was collected in different scenarios and represent activities of daily living performed by several individuals. These include e.g., sleeping, meal preparation, and washing. The event logs show the different behavior of people in their own homes but also common patterns. The attached event logs were created with Fluxicon Disco (fluxicon.com/disco/).
Apache Commons Crypto 1.0.0 - Stream CbcNopad Unit Test Software Event Log
Extensible Event Stream (XES) software event log obtained through instrumenting the Apache Commons Crypto 1.0.0 using the tool available at svn.win.tue.nl/repos/prom/XPort/. This event log contains method-call level events describing a single run of the Stream CbcNopad unit test suite for the Apache Commons Crypto 1.0.0 library available and documented at commons.apache.org/proper/commons-crypto/. Note that the life-cycle information in this log corresponds to method call (start) and return (complete), and captures a method-call hierarchy. We attached a slightly preprocessed variant of this event log, where the execution of each unit test method is represented as a separate trace.
BPI Challenge 2012
Event log of a loan application process
BPI Challenge 2013
Logs of Volvo IT incident and problem management
BPI Challenge 2015
This data is provided by five Dutch municipalities. The data contains all building permit applications over a period of approximately four years. There are many different activities present, denoted by both codes (attribute concept:name) and labels, both in Dutch (attribute taskNameNL) and in English (attribute taskNameEN). The cases in the log contain information on the main application as well as objection procedures in various stages. Furthermore, information is available about the resource that carried out the task and on the cost of the application (attribute SUMleges). The processes in the five municipalities should be identical, but may differ slightly. Especially when changes are made to procedures, rules or regulations the time at which these changes are pushed into the five municipalities may differ.
BPI Challenge 2017
This event log pertains to a loan application process of a Dutch financial institute. The data contains all applications filed trough an online system in 2016 and their subsequent events until February 1st 2017, 15:11.
The company providing the data and the process under consideration is the same as for the BPI Challenge 2012. However, the system supporting the process has changed in the meantime. In particular, the system now allows for multiple offers per application. These offers can be tracked through their IDs in the log.
BPI Challenge 2018
The European Union spends a large fraction of its budget on the Common Agricultural Policy (CAP). Among these spendings are direct payments, which are mainly aimed to provide a basic income for farmers decoupled from production. The rest of the CAP budget is spent for market related expenditures and rural development.
The processes that govern the distribution of these funds are subject to complex regulations captured in EU and national law. The member states are required to operate an Integrated Administration and Control System (IACS), which includes IT systems to support the complex processes of subsidy distribution.
BPI Challenge 2019
This data originated from a large multinational company operating from The Netherlands in the area of coatings and paints and we ask participants to investigate the purchase order handling process for some of its 60 subsidiaries. In particular, the process owner has compliance questions.
Conformance Checking Challenge 2019 (CCC19)
This edition of the Conformance Checking Challenge will focus on a medical training process. In particular, how medical students learn how to install Central Venous Catheter (CVC) with ultrasound. The CVC procedure refers to installing a catheter (tube) in a central vein, aiding on delivering fluid or medications to the patient, among other uses.
Hospital Billing - Event Log
The 'Hospital Billing' event log was obtained from the financial modules of the ERP system of a regional hospital. The event log contains events that are related to the billing of medical services that have been provided by the hospital. Each trace of the event log records the activities executed to bill a package of medical services that were bundled together. The event log does not contain information about the actual medical services provided by the hospital.
The 100,000 traces in the event log are a random sample of process instances that were recorded over three years. Several attributes such as the 'state' of the process, the 'caseType', the underlying 'diagnosis' etc. are included in the event log. Events and attribute values have been anonymized. The time stamps of events have been randomized for this purpose, but the time between events within a trace has not been altered.
Note that the life-cycle information in this log corresponds to method call (start) and return (complete), and captures a method-call hierarchy.
NASA Crew Exploration Vehicle (CEV) Software Event Log
Extensible Event Stream (XES) software event log obtained through instrumenting the NASA CEV class using the tool available at svn.win.tue.nl/repos/prom/XPort/. This event log contains method-call level events describing a single run of an exhaustive unit test suite for the Crew Exploration Vehicle (CEV) example available and documented at babelfish.arc.nasa.gov/trac/jpf/wiki/projects/jpf-statechart (trac) babelfish.arc.nasa.gov/hg/jpf/jpf-statechart (mercurial repository). Note that the life-cycle information in this log corresponds to method call (start) and return (complete), and captures a method-call hierarchy. We attached a slightly preprocessed variant of this event log, where the execution of each unit test method is represented as a separate trace.
Real-life event logs - Hospital log
Real life log of a Dutch academic hospital, originally intended for use in the first Business Process Intelligence Contest (BPIC 2011)
Road Traffic Fine Management Process
Real-life event log of an information system managing road traffic fines.
Sepsis Cases - Event Log
This real-life event log contains events of sepsis cases from a hospital. Sepsis is a life threatening condition typically caused by an infection. One case represents the pathway through the hospital.
The events were recorded by the ERP (Enterprise Resource Planning) system of the hospital. There are about 1000 cases with in total 15,000 events that were recorded for 16 different activities. Moreover, 39 data attributes are recorded, e.g., the group responsible for the activity, the results of tests and information from checklists.
Events and attribute values have been anonymized. The time stamps of events have been randomized, but the time between events within a trace has not been altered.
Statechart Workbench and Alignments Software Event Log
Extensible Event Stream (XES) software event log obtained through instrumenting the Statechart Workbench ProM plugin using the tool available at svn.win.tue.nl/repos/prom/XPort/. This event log contains method-call level events describing a workbench run invoking the Alignments algorithm using the BPI Challenge 2012 event log available and documented at doi.org/10.4121/uuid:3926db30-f712-4394-aebc-75976070e91f . Note that the life-cycle information in this log corresponds to method call (start) and return (complete), and captures a method-call hierarchy.
