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.

AuthorGert Janssenswillen
Date of publication2016-11-13 17:03:13
MaintainerGert Janssenswillen <gert.janssenswillen@uhasselt.be>
LicenseGPL-3
Version0.4.7

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

Functions

activities Man page
activity_frequency Man page
activity_id Man page
activity_instance_id 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
case_id Man page
cases Man page
csv_example Man page
durations Man page
edeaR Man page
edeaR-package Man page
end_activities Man page
eventlog 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
lifecycle_id Man page
mapping Man page
n_activities Man page
n_activity_instances Man page
n_cases Man page
n_events Man page
n_resources Man page
n_traces Man page
number_of_repetitions Man page
number_of_selfloops Man page
number_of_traces Man page
number_of_traces_with_selfloop Man page
print.eventlog Man page
print.eventlog_mapping Man page
processing_time Man page
redo_repetitions_referral_matrix Man page
redo_selfloops_referral_matrix Man page
re_map Man page
resource_frequency Man page
resource_id Man page
resource_involvement Man page
resources Man page
resource_specialisation Man page
size_of_repetitions Man page
size_of_selfloops Man page
start_activities Man page
summary.eventlog Man page
throughput_time Man page
timestamp Man page
trace_coverage Man page
trace_length Man page
traces Man page
write_xes Man page

Files

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

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