Data analytics is a critical discipline that involves examining and interpreting complex data to uncover valuable insights and support decision-making. At its core, data analytics transforms raw data into actionable information, guiding strategic choices across various sectors. The process begins with data collection, where vast amounts of information are gathered from diverse sources such as databases, sensors, and online platforms. This data is then cleaned and organized to ensure accuracy and consistency, a crucial step before any meaningful analysis can occur.