Data Quality Assessment Tools


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Documentation for package ‘DQA’ version 0.1.0

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check_missing_itemwise Check Missing Data Item-wise with Dependency Logic
check_missing_record Check Missing Data by Record (Unit Check)
check_missing_segments Check Missing Data by Segments
concordance_check Perform Concordance Check on Data Based on Defined Rules
conformance_check Perform Conformance Check on Data Based on Defined Rules
conformance_rules Default Conformance Check Rules (Reference)
correctness_check Validate Data Against Correctness Rules
currency_check Perform Currency Check for Data Frame Columns
plausible_check Perform plausibility Check for Data Frame Columns
timeliness_check Perform timeliness Check for Data Frame Columns