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Do the Numbers Match the Plot? Statistical-Visual Verification for Automated Exploratory Data Analysis
Automated exploratory data analysis (EDA) systems can execute statistics correctly while producing misleading interpretations. For example, correlations may be driven by influential observations, and mean differences may arise from skewness, overlap, or sparse subgroups rather than broad distributio
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