hospital

A dataset containing the logged activities in an illustrative hospital process.
20 patients are described in the log.
Process activities include Registration, Triage, Clinical exam, Treatment and Treatment evaluation.

datasets

Provides a variety of methods to identify data quality issues in process-oriented data, which are useful to verify data quality in a process mining context. Builds on the class for activity logs implemented in the package 'bupaR'. Methods to identify data quality issues either consider each activity log entry independently (e.g. missing values, activity duration outliers,...), or focus on the relation amongst several activity log entries (e.g. batch registrations, violations of the expected activity order,...).

Niels Martin

daqapo

Data Quality Assessment for Process-Oriented Data

Greg Van Houdt

Gert Janssenswillen

hospital function

A data frame with 53 rows and 7 variables:<dl>
 <dt>patient_visit_nr</dt>
<dd>the patient's identifier</dd> <dt>activity</dt>
<dd>the executed activity</dd> <dt>originator</dt>
<dd>the resource performing the activity execution</dd> <dt>start_ts</dt>
<dd>the timestamp at which the activity was started</dd> <dt>complete_ts</dt>
<dd>the timestamp at which the activity was completed</dd> <dt>triagecode</dt>
<dd>a case attribute describing the triage code</dd> <dt>specialization</dt>
<dd>a case attribute describing the specialization</dd>
</dl>

Format

An activity log of 20 patients in a hospital (data frame) — hospital

A data frame with 53 rows and 7 variables:<dl>
 <dt>patient_visit_nr</dt>
<dd>the patient's identifier</dd>

 <dt>activity</dt>
<dd>the executed activity</dd>

 <dt>originator</dt>
<dd>the resource performing the activity execution</dd>

 <dt>start_ts</dt>
<dd>the timestamp at which the activity was started</dd>

 <dt>complete_ts</dt>
<dd>the timestamp at which the activity was completed</dd>

 <dt>triagecode</dt>
<dd>a case attribute describing the triage code</dd>

 <dt>specialization</dt>
<dd>a case attribute describing the specialization</dd>


</dl>

hospital: An activity log of 20 patients in a hospital (data frame)

Description

Usage

Arguments

Format