Description: Time series metrics are data specifically designed to be measured over time. These metrics are fundamental in data analysis as they allow for the observation of how certain parameters change over a specified time interval. They are characterized by their sequential nature, where each data point is associated with a specific moment, facilitating the identification of trends, patterns, and anomalies. Time series metrics are essential for creating interactive dashboards that allow users to monitor the performance of systems, applications, and services in real-time. The ability to handle large volumes of time series data makes this approach powerful for engineers and analysts looking to optimize processes and make informed decisions based on historical and current data. Additionally, these metrics are crucial in various industries, from technology to healthcare, where continuous tracking of variables can be decisive for project success and service improvement.