Description: Event detection is the process of identifying events in textual data based on specific criteria. This process involves analyzing large volumes of data to extract relevant and meaningful information, enabling organizations to make informed decisions. Event detection can encompass a variety of techniques and tools, including machine learning algorithms and natural language processing, which help identify patterns and anomalies in the data. As the amount of data generated by businesses and devices increases, event detection has become crucial for information management and security. This technique is applied not only in the business realm but is also fundamental in various fields, such as cybersecurity and IoT, where monitoring connected devices is necessary to detect unusual behaviors. In the context of artificial intelligence, event detection has been enhanced, allowing for greater accuracy and efficiency in identifying relevant events. In summary, event detection is an essential tool in the digital age, facilitating the understanding and analysis of complex data.