Among the many terminologies I’ve heard in the field of databases, time series database is a heavily overloaded concept. Although it sounds simple, its definition becomes quite ambiguous under the packaging of many commercial products. In this article, I aim to provide a clear definition of time series data to help you understand why there is such a category of databases, what scenarios it should be used for, and how to correctly model your data as time series data.