Synonyms in Detail: canonicalize and normalize Usage & Differences

What context can I use each word in?

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

canonicalize

Example

Before analyzing the data, we need to canonicalize it to ensure consistent formatting. [canonicalize: verb]

Example

The software automatically canonicalizes the input to match the required format. [canonicalizes: present tense]

normalize

Example

We need to normalize the data before comparing it with the benchmark. [normalize: verb]

Example

The function normalizes the values to a scale of 0 to 1. [normalizes: present tense]

Good things to know

Which word is more common?

Normalize is more commonly used than canonicalize in everyday language. Normalize is versatile and can be employed in various contexts, while canonicalize is more technical and specialized.

Whatโ€™s the difference in the tone of formality between canonicalize and normalize?

While canonicalize is associated with a more formal and technical tone, normalize can be used in both formal and informal contexts.

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