Synonyms in Detail: normalization and standardization Usage & Differences

What context can I use each word in?

Learn when and how to use these words with these examples!

normalization

Example

The normalization of the database helped to eliminate duplicate records. [normalization: noun]

Example

We need to normalize the data before running any statistical analysis. [normalize: verb]

standardization

Example

The company implemented a standardization process to ensure consistent product quality. [standardization: noun]

Example

We need to standardize our procedures across all departments. [standardize: verb]

Good things to know

Which word is more common?

Standardization is more commonly used than normalization in everyday language, as it is a broader term that can be applied to many fields and contexts. Normalization is more specific and is mainly used in the context of data management and statistical analysis.

What’s the difference in the tone of formality between normalization and standardization?

Both normalization and standardization can be used in formal and informal contexts, depending on the field and context of use. However, standardization may be more commonly used in formal settings where consistency and quality are critical, such as in manufacturing or communication.

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