Here a data analyst acquires the necessary data, including loading and integrating this data if necessary. The analyst should make sure to report problems encountered and his or her solutions to aid with future replications of the project. For instance, data may have to be collected from several different sources, and some of these sources may have a long lag time. It is helpful to know this in advance to avoid potential delays.