Outliers can significantly distort the results of data analysis, such as correlation and regression fits, leading to misleading conclusions. Visualizing data through plots like PairPlot is crucial to identify these outliers and validate statistical measures. Manual code reviews are often inefficient, but tools like Sourcery
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