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DAQAPO - Data Quality Assessment for Process-oriented Data

This R-package is designed to perform data quality assessment on process-oriented data.

Install from GitHub : devtools::install_github("bupaverse/daqapo")

The help pages provide more information on the provided functionality and the meaning of parameters.

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Version

Install

install.packages('daqapo')

Monthly Downloads

335

Version

0.3.2

License

MIT + file LICENSE

Issues

3

Pull Requests

0

Stars

6

Forks

3

Maintainer

Niels Martin

Last Published

July 14th, 2022

Functions in daqapo (0.3.2)

domain_categorical

Define allowable range of values
filter_anomalies

Filter anomalies from the activity log
detect_multiregistration

Detect multi-registration
detect_missing_values

Detect missing values
fix

Fix problems
domain_numeric

Define allowable range of values
detect_related_activities

Detect missing related activities
hospital_actlog

An activity log of 20 patients in a hospital (activity log object)
detect_overlaps

Detect overlapping acitivity instances
hospital

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

Search for unique values / distinct combinations
detect_value_range_violations

Detect value range violations
detect_time_anomalies

Detect time anomalies
detect_similar_labels

Search for similar labels in a column
detect_inactive_periods

Detect inactive periods
hospital_events

An event log of 20 patients in a hospital
domain_time

Define allowable time range
duration_within

Define bounds for activity duration
reexports

Objects exported from other packages
detect_activity_frequency_violations

Check activity frequencies
detect_incorrect_activity_names

Detect incorrect activity names
detect_conditional_activity_presence

Detect conditional activity presence violations
detect_incomplete_cases

Detect incomplete cases
detect_case_id_sequence_gaps

Detect gaps in case_id
daqapo

daqapo - Data Quality Assessment for Process-oriented Data
detect_activity_order_violations

Detect activity order violations
detect_duration_outliers

Detect activity duration outliers
detect_attribute_dependencies

Detect dependency violations between attributes