A preliminary exploration of the data to better understand its characteristics. Techniques used in data exploration include summary statistics, visualization, and online analytical processing (OLAP). Summary statistics provide numerical summaries of the data, visualization converts data into visual formats to detect patterns, and OLAP represents data in multidimensional arrays to enable analysis across different dimensions and levels of aggregation.