normalize
This term describes the process of establishing a standard, whether that standard is a social expectation, a mathematical scale, or a diplomatic state. In social contexts, it often carries a subtle critical or descriptive tone, suggesting that something previously viewed as deviant or extreme is being rebranded as ordinary through repetition. In technical fields like statistics and computer science, the word is strictly functional. It refers to the removal of anomalies or redundancies to ensure that different data sets can be compared fairly or stored efficiently without duplication.
Meanings
To bring something back to a usual, standard, or expected state or condition.
"The government is trying to normalize relations with its neighbor."
To make a behavior, belief, or situation seem typical or acceptable through frequent repetition or social acceptance.
"Social media can normalize unrealistic beauty standards."
To adjust a value to a common scale or standard for the purpose of comparison in statistics or data analysis.
"The researchers had to normalize the data to account for different sample sizes."
To organize a database by removing redundancy and ensuring dependencies are logical.
"The developer needs to normalize the tables to improve database efficiency."