In the early days of data analysis (when generated data was mostly structured and not quite so “big”), it was possible to keep data in local storage (e.g., on a single computer or a portable hard drive). With this setup, data processing and analysis was all done locally as well.

Once the data is collected and prepared, it must be analyzed in order to discover meaningful insights, a process called data analysis