R package dataMaid: A Suite of Checks for Identification of Potential Errors in a Data Frame as Part of the Data Screening Process. Data screening is an important first step of any statistical analysis. dataMaid auto generates a customizable data report with a thorough summary of the checks and the results that a human can use to identify possible errors. It provides an extendable suite of test for common potential errors in a dataset.