What is data analysis? Data analysis is the process of examining, cleaning, transforming, and modeling data with the goal of discovering useful information, drawing conclusions, and supporting decision-making. This can be done using a variety of techniques and tools, such as statistical analysis, machine learning, data visualization, and data mining. Data analysis is used in a wide range of fields, including business, finance, healthcare, and science, to extract insights from data and inform decision-making.