DataAudit 0.1.0
Initial release
- Added comprehensive data-quality auditing with
audit_data().
- Added reusable validation rules with
audit_rules() and
apply_audit_rules().
- Added data-quality scoring with
audit_score().
- Added checks for missing values, blanks, duplicates, infinite
values, constant and near-zero variance variables, outliers, ranges,
categories, types, patterns, dates, identifiers, lengths, case,
whitespace, sequences, dependencies, uniqueness, and cross-variable
consistency.
- Added
DataAuditReport,
DataAuditRuleResult, and DataAuditScore print
and summary methods.
- Added comprehensive automated tests and continuous integration.