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.

Author
Gert Janssenswillen
Date of publication
2016-11-13 17:03:13
Maintainer
Gert Janssenswillen <gert.janssenswillen@uhasselt.be>
License
GPL-3
Version
0.4.7

View on CRAN

Man pages

activities
Activities
activity_frequency
Metric: Activity Frequency
activity_id
Activity classifier
activity_instance_id
Activity instance classifier
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
case_id
Case classifier
cases
Cases
csv_example
Example eventlog in data.frame format
durations
Durations
edeaR
edeaR - Exploratory and Descriptive Event-based data Analysis...
end_activities
Metric: End activities
eventlog
Eventlog
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
lifecycle_id
Life cycle classifier
mapping
Mapping
n_activities
n_activities
n_activity_instances
n_activity_instances
n_cases
n_cases
n_events
n_events
n_resources
n_resources
n_traces
n_traces
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
print.eventlog
Generic print function for eventlog
print.eventlog_mapping
Generic print function for eventlog_mapping
processing_time
Metric: Processing time
redo_repetitions_referral_matrix
Referral matric repetitons
redo_selfloops_referral_matrix
Referral matric selfloops
re_map
Re map
resource_frequency
Metric: Resource frequency
resource_id
Resource classifier
resource_involvement
Metric: Resource Involvement
resources
Resources
resource_specialisation
Metric: Resource Specialisation
size_of_repetitions
Metric: Size of repetitions
size_of_selfloops
Metric: Size of selfloops
start_activities
Metric: Start activities
summary.eventlog
Generic summary function for eventlog class
throughput_time
Metric: Throughput time of cases
timestamp
Timestamp classifier
trace_coverage
Metric: Trace coverage
trace_length
Metric: Trace length
traces
Traces
write_xes
Write XES file

Files in this package

edeaR
edeaR/inst
edeaR/inst/doc
edeaR/inst/doc/preprocessing.R
edeaR/inst/doc/preprocessing.html
edeaR/inst/doc/selection.html
edeaR/inst/doc/selection.Rmd
edeaR/inst/doc/selection.R
edeaR/inst/doc/preprocessing.Rmd
edeaR/NAMESPACE
edeaR/NEWS
edeaR/data
edeaR/data/BPIC15_1.rda
edeaR/data/BPIC14_incident_log.rda
edeaR/data/BPIC15_1_imported.rda
edeaR/data/datalist
edeaR/data/BPIC14_incident_case_attributes.rda
edeaR/data/csv_example.rda
edeaR/data/example_log.rda
edeaR/R
edeaR/R/number_of_traces_with_selfloop.R
edeaR/R/processing_time_log.R
edeaR/R/processing_time_case.R
edeaR/R/throughput_time_case.R
edeaR/R/generate_pattern_dummies.R
edeaR/R/print.eventlog.R
edeaR/R/processing_time_activity.R
edeaR/R/resource_specialisation_case.R
edeaR/R/selfloops.R
edeaR/R/stop_eventlog.R
edeaR/R/throughput_time.R
edeaR/R/repetitions_activity.R
edeaR/R/start_activities_case.R
edeaR/R/repetitions_log.R
edeaR/R/filter_trace_frequency_threshold.R
edeaR/R/print.mapping.R
edeaR/R/activity_type_frequency_activity.R
edeaR/R/filter_activity_presence.R
edeaR/R/start_activities_activity.R
edeaR/R/start_activities_log.R
edeaR/R/cases_light.R
edeaR/R/resource_specialisation.R
edeaR/R/resource_specialisation_resource.R
edeaR/R/end_activities.R
edeaR/R/n_events.R
edeaR/R/write_xes.R
edeaR/R/number_of_selfloops.R
edeaR/R/resource_involvement.R
edeaR/R/re_map.R
edeaR/R/filter_resource.R
edeaR/R/number_of_selfloops_trace.R
edeaR/R/redo_repetitions_referral_matrix.R
edeaR/R/size_of_selfloops_log.R
edeaR/R/start_activities_resource.R
edeaR/R/number_of_traces.R
edeaR/R/resource_frequency_resource_activity.R
edeaR/R/filter_endpoints.R
edeaR/R/filter_throughput_time_threshold.R
edeaR/R/trace_length_case.R
edeaR/R/resource_involvement_resource_activity.R
edeaR/R/repetitions_trace.R
edeaR/R/n_resources.R
edeaR/R/start_activities.R
edeaR/R/filter_endpoints_sets.R
edeaR/R/activities.R
edeaR/R/redo_selfloops_referral_matrix.R
edeaR/R/traces_light.R
edeaR/R/number_of_selfloops_activity.R
edeaR/R/filter_processing_time_threshold.R
edeaR/R/activity_type_frequence.R
edeaR/R/trace_length_trace.R
edeaR/R/filter_case.R
edeaR/R/resource_id.R
edeaR/R/n_activities.R
edeaR/R/eventlog.R
edeaR/R/number_of_selfloops_case.R
edeaR/R/activity_type_frequency_log.R
edeaR/R/traces.R
edeaR/R/eventlog_from_xes.R
edeaR/R/repeat_selfloop.R
edeaR/R/datasets_documentation.R
edeaR/R/activity_type_frequency_resource.R
edeaR/R/mapping.R
edeaR/R/end_activities_case.R
edeaR/R/trace_length_log.R
edeaR/R/filter_trace_frequency.R
edeaR/R/contains_sequence.R
edeaR/R/trace_coverage_case.R
edeaR/R/repetitions_case.R
edeaR/R/filter_trace_length_threshold.R
edeaR/R/filter_trace_frequency_percentile.R
edeaR/R/processing_time.R
edeaR/R/trace_coverage_trace.R
edeaR/R/rework_functions.R
edeaR/R/size_of_selfloops_case.R
edeaR/R/resource_involvement_resource.R
edeaR/R/filter_trace_length.R
edeaR/R/resource_frequency_resource.R
edeaR/R/filter_processing_time_percentile.R
edeaR/R/durations.R
edeaR/R/filter_throughput_time_percentile.R
edeaR/R/xes_parser.r
edeaR/R/filter_trim.R
edeaR/R/filter_trace_length_percentile.R
edeaR/R/end_activities_log.R
edeaR/R/timestamp.R
edeaR/R/n_cases.R
edeaR/R/processing_time_resource.R
edeaR/R/filter_time_period.R
edeaR/R/XES.r
edeaR/R/resource_specialisation_log.R
edeaR/R/size_of_selfloops_activity.R
edeaR/R/summary_statistics.R
edeaR/R/activity_type_frequency_trace.R
edeaR/R/processing_time_resource_activity.R
edeaR/R/activity_instance_id.R
edeaR/R/size_of_repetitions.R
edeaR/R/filter_throughput_time.R
edeaR/R/resource_specialisation_activity.R
edeaR/R/filter_processing_time.R
edeaR/R/throughput_time_log.R
edeaR/R/activity_id.R
edeaR/R/end_activities_resource_activity.R
edeaR/R/filter_endpoints_percentile.R
edeaR/R/size_of_selfloops.R
edeaR/R/filter_activity_frequency.R
edeaR/R/activity_type_frequence_case.R
edeaR/R/trace_coverage_log.R
edeaR/R/case_attributes_from_xes.R
edeaR/R/resource_frequency.R
edeaR/R/n_traces.R
edeaR/R/resource_frequency_case.R
edeaR/R/case_id.r
edeaR/R/cases.r
edeaR/R/throughput_time_trace.R
edeaR/R/end_activities_activity.R
edeaR/R/number_of_repetitions.R
edeaR/R/trace_length.R
edeaR/R/lifecycle_id.R
edeaR/R/start_activities_resource_activity.R
edeaR/R/summary.eventlog.R
edeaR/R/resource_frequency_activity.R
edeaR/R/activity_presence.R
edeaR/R/end_activities_resource.R
edeaR/R/trace_coverage.R
edeaR/R/resource_involvement_case.R
edeaR/R/filter_activity.R
edeaR/R/activity_type_frequency_resource_activity.R
edeaR/R/resources.R
edeaR/R/resource_frequency_log.R
edeaR/R/edeaR.R
edeaR/R/size_of_selfloops_trace.R
edeaR/R/filter_precedence.R
edeaR/R/processing_time_trace.R
edeaR/R/number_of_selfloops_log.R
edeaR/R/n_activity_instances.R
edeaR/vignettes
edeaR/vignettes/selection.Rmd
edeaR/vignettes/preprocessing.Rmd
edeaR/README.md
edeaR/MD5
edeaR/build
edeaR/build/vignette.rds
edeaR/DESCRIPTION
edeaR/man
edeaR/man/trace_length.Rd
edeaR/man/print.eventlog.Rd
edeaR/man/size_of_selfloops.Rd
edeaR/man/resource_id.Rd
edeaR/man/n_events.Rd
edeaR/man/eventlog.Rd
edeaR/man/redo_repetitions_referral_matrix.Rd
edeaR/man/re_map.Rd
edeaR/man/csv_example.Rd
edeaR/man/filter_case.Rd
edeaR/man/filter_trace_length.Rd
edeaR/man/number_of_selfloops.Rd
edeaR/man/size_of_repetitions.Rd
edeaR/man/edeaR.Rd
edeaR/man/resources.Rd
edeaR/man/write_xes.Rd
edeaR/man/number_of_repetitions.Rd
edeaR/man/n_activities.Rd
edeaR/man/filter_throughput_time.Rd
edeaR/man/resource_specialisation.Rd
edeaR/man/mapping.Rd
edeaR/man/trace_coverage.Rd
edeaR/man/n_cases.Rd
edeaR/man/activities.Rd
edeaR/man/activity_instance_id.Rd
edeaR/man/start_activities.Rd
edeaR/man/durations.Rd
edeaR/man/n_activity_instances.Rd
edeaR/man/cases.Rd
edeaR/man/throughput_time.Rd
edeaR/man/filter_precedence.Rd
edeaR/man/processing_time.Rd
edeaR/man/print.eventlog_mapping.Rd
edeaR/man/BPIC14_incident_log.Rd
edeaR/man/activity_id.Rd
edeaR/man/filter_endpoints.Rd
edeaR/man/timestamp.Rd
edeaR/man/filter_activity_frequency.Rd
edeaR/man/filter_activity_presence.Rd
edeaR/man/case_attributes_from_xes.Rd
edeaR/man/BPIC14_incident_case_attributes.Rd
edeaR/man/redo_selfloops_referral_matrix.Rd
edeaR/man/summary.eventlog.Rd
edeaR/man/activity_presence.Rd
edeaR/man/filter_trim.Rd
edeaR/man/example_log.Rd
edeaR/man/traces.Rd
edeaR/man/filter_time_period.Rd
edeaR/man/filter_trace_frequency.Rd
edeaR/man/filter_resource.Rd
edeaR/man/lifecycle_id.Rd
edeaR/man/eventlog_from_xes.Rd
edeaR/man/number_of_traces_with_selfloop.Rd
edeaR/man/filter_processing_time.Rd
edeaR/man/n_traces.Rd
edeaR/man/resource_involvement.Rd
edeaR/man/n_resources.Rd
edeaR/man/filter_activity.Rd
edeaR/man/number_of_traces.Rd
edeaR/man/case_id.Rd
edeaR/man/end_activities.Rd
edeaR/man/BPIC15_1_imported.Rd
edeaR/man/activity_frequency.Rd
edeaR/man/BPIC15_1.Rd
edeaR/man/resource_frequency.Rd