edeaR: Exploratory and Descriptive Event-Based Data Analysis

Functions for exploratory and descriptive analysis of event based data. Can be used to import and export Xes-files, the IEEE eXtensible Event Stream standard (see <http://standards.ieee.org/findstds/standard/1849-2016.html> for more info). Provides methods for describing and selecting process data, and for preparing event log data for process mining. Builds on the S3-class for event logs implemented in the package 'bupaR'.

Install the latest version of this package by entering the following in R:
install.packages("edeaR")
AuthorGert Janssenswillen [aut, cre], Marijke Swennen [ctb]
Date of publication2017-04-01 16:03:01 UTC
MaintainerGert Janssenswillen <gert.janssenswillen@uhasselt.be>
LicenseMIT + file LICENSE
Version0.5.0

View on CRAN

Man pages

activity_frequency: Metric: Activity Frequency

activity_presence: Metric: Activity Presence

BPIC14_incident_case_attributes: BPI Challenge 2014 Incidents

BPIC14_incident_log: BPI Challenge 2014 Incident Activities

BPIC15_1: BPI Challenge 2015 Log Municipality 1

BPIC15_1_imported: BPI Challenge 2015 Log Municipality 1

case_attributes_from_xes: Case Attributes from Xes-file

csv_example: Example eventlog in data.frame format

edeaR: edeaR - Exploratory and Descriptive Event-based data Analysis...

end_activities: Metric: End activities

eventlog_from_xes: eventlog_from_xes

example_log: Example eventlog

filter_activity: Filter: Activity

filter_activity_frequency: Filter: Activity frequency

filter_activity_presence: Filter: Activity Presence

filter_case: Filter: Case

filter_endpoints: Filter: Filter based on percentile of start and end...

filter_precedence: Filter: precedence relations

filter_processing_time: Filter: Processing Time

filter_resource: Filter: Resource

filter_throughput_time: Filter: Throughput Time

filter_time_period: Filter: Time Period

filter_trace_frequency: Filter: Trace frequency percentile

filter_trace_length: Filter: Trace length percentile

filter_trim: Filter: Trim cases

idle_time: Metric: Idle Time

number_of_repetitions: Metric: Number of repetitions

number_of_selfloops: Metric: Number of selfloops in trace

number_of_traces: Metric: Number of traces

number_of_traces_with_selfloop: Metric: Number of Traces with Selfloop

processing_time: Metric: Processing time

redo_repetitions_referral_matrix: Referral matric repetitons

redo_selfloops_referral_matrix: Referral matric selfloops

reexports: Objects exported from other packages

resource_frequency: Metric: Resource frequency

resource_involvement: Metric: Resource Involvement

resource_specialisation: Metric: Resource Specialisation

size_of_repetitions: Metric: Size of repetitions

size_of_selfloops: Metric: Size of selfloops

start_activities: Metric: Start activities

throughput_time: Metric: Throughput time of cases

trace_coverage: Metric: Trace coverage

trace_length: Metric: Trace length

write_xes: Write XES file

Functions

\%>\% Man page
activity_frequency Man page
activity_presence Man page
BPIC14_incident_case_attributes Man page
BPIC14_incident_log Man page
BPIC15_1 Man page
BPIC15_1_imported Man page
case_attributes_from_xes Man page
csv_example Man page
edeaR Man page
edeaR-package Man page
end_activities Man page
eventlog_from_xes Man page
example_log Man page
filter_activity Man page
filter_activity_frequency Man page
filter_activity_presence Man page
filter_case Man page
filter_endpoints Man page
filter_precedence Man page
filter_processing_time Man page
filter_resource Man page
filter_throughput_time Man page
filter_time_period Man page
filter_trace_frequency Man page
filter_trace_length Man page
filter_trim Man page
idle_time Man page
number_of_repetitions Man page
number_of_selfloops Man page
number_of_traces Man page
number_of_traces_with_selfloop Man page
processing_time Man page
redo_repetitions_referral_matrix Man page
redo_selfloops_referral_matrix Man page
reexports Man page
resource_frequency Man page
resource_involvement Man page
resource_specialisation Man page
size_of_repetitions Man page
size_of_selfloops Man page
start_activities Man page
throughput_time Man page
trace_coverage Man page
trace_length Man page
write_xes Man page

Files

NAMESPACE
NEWS
data
data/BPIC15_1.rda
data/BPIC14_incident_log.rda
data/BPIC15_1_imported.rda
data/datalist
data/BPIC14_incident_case_attributes.rda
data/csv_example.rda
data/example_log.rda
R
R/number_of_traces_with_selfloop.R R/processing_time_log.R R/processing_time_case.R R/throughput_time_case.R R/generate_pattern_dummies.R R/utils.R R/processing_time_activity.R R/resource_specialisation_case.R R/selfloops.R R/throughput_time.R R/repetitions_activity.R R/start_activities_case.R R/repetitions_log.R R/filter_trace_frequency_threshold.R R/activity_type_frequency_activity.R R/filter_activity_presence.R R/start_activities_activity.R R/start_activities_log.R R/resource_specialisation.R R/resource_specialisation_resource.R R/end_activities.R R/write_xes.R R/number_of_selfloops.R R/resource_involvement.R R/filter_resource.R R/number_of_selfloops_trace.R R/redo_repetitions_referral_matrix.R R/size_of_selfloops_log.R R/start_activities_resource.R R/number_of_traces.R R/resource_frequency_resource_activity.R R/filter_endpoints.R R/filter_throughput_time_threshold.R R/trace_length_case.R R/resource_involvement_resource_activity.R R/repetitions_trace.R R/start_activities.R R/filter_endpoints_sets.R R/idle_time_trace.R R/redo_selfloops_referral_matrix.R R/idle_time.R R/number_of_selfloops_activity.R R/filter_processing_time_threshold.R R/activity_type_frequence.R R/trace_length_trace.R R/filter_case.R R/number_of_selfloops_case.R R/activity_type_frequency_log.R R/eventlog_from_xes.R R/repeat_selfloop.R R/datasets_documentation.R R/activity_type_frequency_resource.R R/end_activities_case.R R/trace_length_log.R R/filter_trace_frequency.R R/contains_sequence.R R/trace_coverage_case.R R/repetitions_case.R R/filter_trace_length_threshold.R R/filter_trace_frequency_percentile.R R/processing_time.R R/trace_coverage_trace.R R/rework_functions.R R/size_of_selfloops_case.R R/resource_involvement_resource.R R/filter_trace_length.R R/resource_frequency_resource.R R/filter_processing_time_percentile.R R/filter_throughput_time_percentile.R R/xes_parser.r R/filter_trim.R R/filter_trace_length_percentile.R R/end_activities_log.R R/processing_time_resource.R R/filter_time_period.R R/XES.r R/resource_specialisation_log.R R/size_of_selfloops_activity.R R/idle_time_log.R R/activity_type_frequency_trace.R R/processing_time_resource_activity.R R/idle_time_case.R R/size_of_repetitions.R R/filter_throughput_time.R R/resource_specialisation_activity.R R/filter_processing_time.R R/throughput_time_log.R R/end_activities_resource_activity.R R/filter_endpoints_percentile.R R/size_of_selfloops.R R/filter_activity_frequency.R R/activity_type_frequence_case.R R/trace_coverage_log.R R/case_attributes_from_xes.R R/resource_frequency.R R/resource_frequency_case.R R/throughput_time_trace.R R/end_activities_activity.R R/number_of_repetitions.R R/trace_length.R R/start_activities_resource_activity.R R/resource_frequency_activity.R R/activity_presence.R R/end_activities_resource.R R/trace_coverage.R R/resource_involvement_case.R R/filter_activity.R R/idle_time_resource.R R/activity_type_frequency_resource_activity.R R/resource_frequency_log.R R/edeaR.R R/size_of_selfloops_trace.R R/filter_precedence.R R/processing_time_trace.R R/number_of_selfloops_log.R
README.md
MD5
DESCRIPTION
man
man/trace_length.Rd man/size_of_selfloops.Rd man/redo_repetitions_referral_matrix.Rd man/csv_example.Rd man/filter_case.Rd man/filter_trace_length.Rd man/number_of_selfloops.Rd man/size_of_repetitions.Rd man/edeaR.Rd man/write_xes.Rd man/number_of_repetitions.Rd man/filter_throughput_time.Rd man/resource_specialisation.Rd man/trace_coverage.Rd man/start_activities.Rd man/idle_time.Rd man/throughput_time.Rd man/filter_precedence.Rd man/processing_time.Rd man/BPIC14_incident_log.Rd man/filter_endpoints.Rd man/filter_activity_frequency.Rd man/filter_activity_presence.Rd man/case_attributes_from_xes.Rd man/BPIC14_incident_case_attributes.Rd man/redo_selfloops_referral_matrix.Rd man/activity_presence.Rd man/reexports.Rd man/filter_trim.Rd man/example_log.Rd man/filter_time_period.Rd man/filter_trace_frequency.Rd man/filter_resource.Rd man/eventlog_from_xes.Rd man/number_of_traces_with_selfloop.Rd man/filter_processing_time.Rd man/resource_involvement.Rd man/filter_activity.Rd man/number_of_traces.Rd man/end_activities.Rd man/BPIC15_1_imported.Rd man/activity_frequency.Rd man/BPIC15_1.Rd man/resource_frequency.Rd
LICENSE

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