Data analytics is a dynamic and multidisciplinary field that revolves around the interpretation and extraction of meaningful insights from data. At its core, the process begins with the collection of data from various sources, spanning databases, spreadsheets, APIs, logs, and external datasets. The collected data can take various forms, including structured, semi-structured (such as JSON or XML), and unstructured data, like textual information.