Big data technologies can analyze various types of data, including structured data (like databases), unstructured data (such as social media posts), and semi-structured data (like JSON files). These technologies also handle large volumes of data from sources such as IoT devices, logs, and transaction records. The ability to process this diverse data is crucial for gaining insights, improving decision-making, and identifying trends in areas like marketing and operations.