How do you analyze and interpret the distribution of a variable during EDA? What does skewness tell you?

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Understanding variable distributions is fundamental to EDA because it influences every subsequent decision, from summary statistics to model selection. Visualize distributions using histograms, which divide the data range into bins and show the frequency in each bin.