What Is Data Standardization?
Data standardization is the process of converting data into a consistent and uniform format to ensure compatibility and comparability across different systems, datasets, or applications. This involves adjusting data values to a common scale or structure, which simplifies integration and analysis. For instance, standardizing date formats, measurement units, or categorical variables helps eliminate discrepancies that may arise when combining data from multiple sources. By implementing data standardization, organizations can improve data quality, streamline workflows, and facilitate accurate and meaningful insights, ultimately supporting better strategic decision-making.