Prepare data for analysis or reporting.
Data cleaning is, often, referred to as the task which takes the most time in preparing a new analysis or report. Although it's not likely someone is known as a data cleaner, it's clearly a common task amongst all operations and analyst roles where disparate data sets are joined together.
