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The analysis focused on the standardization of different fields, including address and last name. Standardizing address had the greatest impact on data sets, particularly in hospital exchanges. Address, being a field with potential variation, showed significant improvement through standardization. Last name standardization also had a significant effect across the data sets. Address and last name standardization together showed a synergistic effect, enhancing accuracy and other key metrics.
