Comprehensive Data Quality Auditing and Validation

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Documentation for package ‘DataAudit’ version 0.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

apply_audit_rules	Apply Data Audit Rules
audit_data	Perform a General Data Quality Audit
audit_rules	Create Data Audit Rules
audit_score	Calculate a Data Quality Score
blank_check	Check Blank Values
case_check	Check Case Consistency
category_check	Check Categorical Values
consistency_check	Check Consistency Between Two Variables
constant_check	Check Constant Variables
data_overview	Data Overview
date_check	Check Date Values
dependency_check	Check Conditional Variable Dependency
duplicate_check	Check Duplicate Rows
group_sequence_check	Check Sequence Integrity Within Groups
id_check	Check Identifier Integrity
infinite_check	Check Infinite Values
length_check	Check Character Length
missing_check	Check Missing Values
nzv_check	Check Near-Zero Variance Variables
outlier_check	Check Numeric Outliers
pattern_check	Check Character Patterns
print.DataAuditReport	Print a DataAudit Report
print.DataAuditRuleResult	Print a DataAudit Rule Result
print.DataAuditScore	Print a DataAudit Score
range_check	Check Values Against a Valid Range
sequence_check	Check Numeric Sequence Integrity
summary.DataAuditReport	Summarize a DataAudit Report
summary.DataAuditRuleResult	Summarize a DataAudit Rule Result
type_check	Check Variable Types
unique_check	Check Unique Identifier
whitespace_check	Check Leading and Trailing Whitespace