toyData: Small example data to show the features of dataReporter
In dataReporter: Reproducible Data Screening Checks and Report of Possible Errors

Description Usage Format Source References Examples

An artificial dataset, intended for presenting the key features of dataReporter, which is a toolset for identifying potential errors in a dataset.

toyData

A data.frame with 15 rows and 6 variables.

pill: A factor variable with two levels ("red" and "blue") and a few (correctly coded) missing observations. This represents the colour of a pill.
events: A numeric variable with one obvious outlier value (82), two miscoded missing values (999 and NaN) and a few correctly coded missing values. The number of previous events.
region: A factor variable where two of the levels ("other" and "OTHER" are the same word with different case settings. Moreover, the variable includes a Stata-style miscoded missing value ("."). Used to represent geographical regions or treatment centers.

change: A numeric variable (random draws from a standard normal distribution). Representing a change in a measured variable.
id: A factor variable with unique codes for each observation (a character string with a number between 1 and 15), i.e. a key variable.
spotifysong: A factor variable that has the same level ("Irrelevant") for all observations, i.e. a empty variable. The latest song played on Spotify.

Artificial data

Petersen AH, Ekstrøm CT (2019). “dataMaid: Your Assistant for Documenting Supervised Data Quality Screening in R.” _Journal of Statistical Software_, *90*(6), 1-38. doi: 10.18637/jss.v090.i06 ( doi: 10.18637/jss.v090.i06).