Continuous data streams refer to data that is generated continuously by various sources, often in real-time, and can be analyzed to provide immediate insights or to trigger automated responses. This form of data is crucial in fields such as finance, telecommunications, and IoT, where timely processing is essential for decision-making and operational efficiency.