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This lecture covers the basics of statistical analysis, focusing on the 'five-number summary' and boxplot representation. It also delves into the concept of normal distribution, including properties and standardization. Examples with real data, such as ozone concentration and steel rod diameters, are used to illustrate the application of these statistical tools.