What context can I use each word in?
Learn when and how to use these words with these examples!
preprocess
Example
We need to preprocess the data before we can start analyzing it. [preprocess: verb]
Example
The preprocessing step involves cleaning up the data and removing any irrelevant information. [preprocessing: noun]
scrub
Example
We need to scrub the data to remove any personally identifiable information. [scrub: verb]
Example
The data scrubbing process involves identifying and correcting errors in the data. [scrubbing: noun]
Good things to know
Which word is more common?
Preprocess is more commonly used than scrub in the context of data analysis and machine learning. Scrub is more commonly used in the context of data management and security.
What’s the difference in the tone of formality between preprocess and scrub?
Both preprocess and scrub are technical terms used in the field of data science and are therefore more formal in tone.
