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<p>Exploratory Data Analysis (EDA) is an important step before any sort of statistical analyses. The goal of EDA is to get a big picture view of the data and identify potential outlier samples and batch effects that need to be corrected. For this section, we need the MSnSet.utils package, which contains the <code>cptac_oca</code> data that we will use to illustrate these EDA approaches,