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data analysis methods are systematic approaches used to process and interpret data for meaningful insights. Common methods include descriptive analysis for summarizing data, inferential analysis for making predictions, and diagnostic analysis for identifying patterns and causes. Advanced techniques like predictive modeling and machine learning are also popular for forecasting trends. These data analysis methods help businesses and researchers make informed, data-driven decisions.