vvauditor0.8.0 package

Assert Date Value in Column

Check if the fieldnames of the dataset are the same

Assert Field Uniqueness Consistency Between Data and Metadata

Assert Field Existence in New Data

Assert Logical Value in Column

Assert Consistency of Missing Values in Data

Assert No Duplicates in Group

Assert Range Validation for Data Fields

Assert Type Consistency Between Data and Metadata

Assert Message Based on Type

Calculate the percentage of categories in a data vector

check double columns

Check for Duplicate Rows in Selected Columns

Check for columns with only NA values

Check for No Duplicate Rows

Check for No Duplicates in Group

Check for Non-Zero Rows

Check for Numeric or Integer Type

Check for POSIXct Type

Check rows

Check for Columns with Only 0s

Count more than 1

Create categorical details csv

Create data types tibble

Create dataset summary statistics table

Create field info

Create numeric details csv

Create subset fields

Drop NA column names

Duplicates in column

Find Common Columns Between Data Frames

Find the maximum numeric value in a vector, ignoring non-numeric value...

Find the minimum numeric value in a vector, ignoring non-numeric value...

Find pattern in R scripts

Compute distribution statistics for a numeric vector

Retrieve the class of the first element of a vector

Get values of column

Identify Possible Join Pairs Between Data Frames

Identify Outliers in a Data Frame Column

Check if a column in a dataframe has unique values

MD complete cases

Construct Regex for Matching Function Parameter Content

Generate regular expression of a time.

Generate regular expression of a year date.

Remove Duplicates and NA Values from Input

retrieve_function_calls

Retrieve functions and packages

Retrieve packages that are loaded in a script

retrieve_sourced_scripts

retrieve_string_assignments

Return Assertion Messages

Read and return the mtcars testfile

Run All Data Validation Assertions

Detect string in file

Test all equal

unique id