Types of Data Analysis Methods: Different data analysis methods are used depending on the nature of the data and the research objectives. Descriptive analysis summarizes the main features of a dataset, while diagnostic analysis seeks to understand the causes of trends or patterns. Predictive analysis uses historical data to forecast future outcomes, and prescriptive analysis provides recommendations based on data insights. Qualitative and quantitative methods also play crucial roles in data analysis, depending on the type of data being analyzed.