Package: daqapo 0.3.1
Niels Martin
daqapo: Data Quality Assessment for Process-Oriented Data
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,...).
Authors:
daqapo_0.3.1.tar.gz
daqapo_0.3.1.tar.gz(r-4.4-noble)
daqapo_0.3.1.tgz(r-4.4-emscripten)daqapo_0.3.1.tgz(r-4.3-emscripten)
daqapo.pdf |daqapo.html✨
daqapo/json (API)
| # Install 'daqapo' in R: |
| install.packages('daqapo', repos = c('https://bupaverse.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/nielsmartin/daqapo/issues
- hospital - An activity log of 20 patients in a hospital
- hospital_actlog - An activity log of 20 patients in a hospital
- hospital_events - An event log of 20 patients in a hospital
Last updated 2 years agofrom:2c90310c59. Checks:ERROR: 1. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | FAIL | Nov 23 2024 |
Exports:%>%activitylogassign_instance_idconvert_timestampsdetect_activity_frequency_violationsdetect_activity_order_violationsdetect_attribute_dependenciesdetect_case_id_sequence_gapsdetect_conditional_activity_presencedetect_duration_outliersdetect_inactive_periodsdetect_incomplete_casesdetect_incorrect_activity_namesdetect_missing_valuesdetect_multiregistrationdetect_overlapsdetect_related_activitiesdetect_resource_inconsistenciesdetect_similar_labelsdetect_time_anomaliesdetect_unique_valuesdetect_value_range_violationsdmydmy_hdmy_hmdmy_hmsdomain_categoricaldomain_numericdomain_timeduration_withinevents_to_activitylogfilter_anomaliesfixfix_resource_inconsistenciesmdymdy_hmdy_hmmdy_hmsread_csvread_csv2renamestandardize_lifecycleymdymd_hymd_hmymd_hms
Dependencies:base64encbitbit64bslibbupaRcachemclicliprcolorspacecommonmarkcpp11crayondata.tabledigestdplyredeaReventdataRfansifarverfastmapfontawesomeforcatsfsgenericsggplot2ggthemesgluegtablehmshtmltoolshttpuvisobandjquerylibjsonlitelabelinglaterlatticelifecyclelubridatemagrittrMASSMatrixmemoisemgcvmimeminiUImunsellnlmepillarpkgconfigprettyunitsprogresspromisespurrrR6rappdirsRColorBrewerRcppreadrrlangsassscalesshinyshinyTimesourcetoolsstringdiststringistringrtibbletidyrtidyselecttimechangetzdbutf8vctrsviridisLitevroomwithrxesreadRXMLxml2xtablezoo
