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Normalization: Normalization is a process used in data analysis to adjust the values measured on different scales to a common scale. This is often done in preparation for data comparison or statistical analysis, ensuring the results are accurate and meaningful. By normalizing data, one can remove any biases or anomalies that might disrupt the analysis. For example, normalizing sales data from different regions takes into account variations in population size, thereby allowing for a fair comparison.

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