Time series analysis is a statistical technique used to analyze and forecast data points collected over time, helping researchers identify patterns, trends, and correlations. By applying time series analysis, researchers in various fields, including finance, climate science, and healthcare, can gain insights into complex phenomena, make predictions, and inform decision-making, making it a crucial tool in data-driven research and a key area of study in the tech community.