categorized based on

USAGE SUMMARY

The phrase "categorized based on" is correct and can be used in written English.
For example: The items in the store are categorized based on the type of product.

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Different approaches are categorized based on their underlying topology.

Computer Communications

The articles are categorized based on the classification framework.

Expert Systems with Applications

Clusters are categorized based on how tightly they are integrated.

OpenVMS System Management Guide

All sociodemographic variables were categorized based on the response options except for age.

Nature

Patients were further categorized based on FIB-4 progression over the course of 5 years.

Yale University

Stars are also categorized based on their temperature and their size.

Cornell University

Each insurance policy is separated into clauses, which are then categorized based on common industry terminology.

Stanford University

Data presented includes number of hogs sold, categorized based on purchase type.

Cornell University

And funds will be categorized based on stocks actually owned, not on how a fund describes itself.

The New York Times

PD patient samples were further categorized based on UPDRS Part III on-state motor scores to approximate disease stage.

Nature

These oligarchies are categorized based on whether the oligarchs rule is personal or collective, and whether the oligarchs use coercion.

The Guardian - Opinion

Expert writing Tips

Best practice

When using "categorized based on", ensure the criteria for categorization are clear and well-defined to avoid ambiguity. Be specific about what attributes or factors are being used for the classification.

Common error

Avoid creating categories that are too broad or vague, which can make the categorization process less meaningful. Ensure that each category is distinct and serves a clear purpose in the analysis or organization.

Linguistic Context

The phrase "categorized based on" functions as a prepositional phrase that specifies the criteria used for classification. Ludwig AI confirms its correct usage in various contexts, indicating that it is a standard way to express how items are grouped.

Expression frequency: Very common

Frequent in

Science

62%

Academia

24%

News & Media

7%

Less common in

Formal & Business

3%

Wiki

2%

Encyclopedias

0%

Ludwig's WRAP-UP

The phrase "categorized based on" is a common and grammatically correct prepositional phrase used to specify the criteria for classification. As Ludwig AI confirms, it is widely used across various domains, particularly in science and academia. When using this phrase, clarity and specificity are key to effective communication. While alternatives like "categorized by" exist, "categorized based on" is useful when emphasizing the criteria guiding the categorization process. Remember to avoid overly broad categories and define clear attributes for classification.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

classified according to

Replaces "categorized" with the synonym "classified" and restructures the prepositional phrase.

grouped by

Uses a more concise verb "grouped" with the preposition "by" to convey the categorization concept.

divided based on

Employs "divided" to emphasize the separation into categories based on the criteria.

arranged according to

Uses "arranged" to suggest a more ordered or structured categorization.

sorted by

Replaces "categorized" with "sorted" to indicate an ordering based on criteria.

organized by

Uses "organized" to highlight the systematic arrangement into categories.

separated according to

Emphasizes the act of separating items into different categories based on specific attributes.

segmented based on

Implies a more detailed or granular categorization, often used in marketing or data analysis contexts.

distinguished by

Focuses on the differentiating characteristics used to create categories.

characterised by type

Highlights the characterization of entities according to their types or attributes.

FAQs

How do I use "categorized based on" in a sentence?

Use "categorized based on" to describe how items are grouped or classified according to specific criteria. For example, "The books were "categorized based on" genre".

What can I say instead of "categorized based on"?

You can use alternatives like "classified according to", "grouped by", or "divided based on" depending on the specific context.

Is it correct to say "categorized by" instead of "categorized based on"?

Yes, "categorized by" is a correct and more concise alternative to ""categorized based on"". Both are grammatically sound and widely used.

What is the difference between "categorized by" and "categorized based on"?

While both phrases mean essentially the same thing, "categorized by" is generally more concise. "Categorized based on" might be used when emphasizing the criteria or factors used for categorization.