Package index

Main entry point

Run all checks at once and get a structured report.

validate_df()

Validate a data frame for common data quality issues

Individual checks

Run a single check on its own.

check_missing()

Check for missing values in a data frame

check_outliers()

Check for outlier values in a data frame

check_duplicates()

Check for duplicate rows in a data frame

check_numeric_like()

Check for type inconsistencies in character columns

check_date_like()

Check for date-like inconsistencies in character columns

The validation_report object

Constructor and display methods for the report object.

new_validation_report()

Construct a validation_report object

print(<validation_report>)

Print a validation_report object

plot(<validation_report>)

Plot a validation_report object