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This lecture covers the analysis of galaxy speeds using histograms and boxplots, focusing on the distribution of speeds and the comparison between different groups of galaxies. It also includes the concept of Q-Q plots for model comparison and outlier detection. The instructor presents practical examples with real data and theoretical quantiles, providing insights into statistical methods for astronomical data analysis.