Description: Frequency analysis is a method used to examine the frequency of events or metrics over time. This approach allows for the identification of patterns, trends, and recurring behaviors in data, which is essential for informed decision-making across various fields. By collecting and analyzing data, variations in the frequency of events can be detected, indicating significant changes in system behavior or the emergence of anomalies. Frequency analysis relies on statistical techniques and data processing algorithms, facilitating the visualization of results through graphs and tables. Its relevance extends across multiple disciplines, including technology, cybersecurity, finance, and business data analysis, where the goal is to optimize processes and improve operational efficiency. In an increasingly data-driven world, frequency analysis becomes a key tool for understanding and anticipating behaviors, enabling organizations to quickly adapt to the changing dynamics of their environment.