categorised based on

USAGE SUMMARY

The phrase "categorised based on" is correct and usable in written English.
It can be used when describing how items or information are sorted or classified according to specific criteria or characteristics. Example: "The animals in the zoo are categorised based on their habitats, such as aquatic, terrestrial, and aerial."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The data was categorised based on personal and professional qualities.

Procedia - Social and Behavioral Sciences

The materials were reviewed and categorised based on whether they recommended a range of possible treatment and prevention strategies.

The Veterinary Journal

After learning, new items are categorised based on a Pearson measurement comparing the firing behaviour of the second subnet on trained items, and the test item.

Biologically Inspired Cognitive Architectures

In this paper, a state-of-the-art review of scheduling methods to integrate plug-in electric vehicles are reviewed, examined and categorised based on their computational techniques.

Renewable and Sustainable Energy Reviews

Using confirmatory factor analysis, attitudinal factors were developed and refined; households were then categorised based on these factors through cluster analysis technique.

Journal of Environmental Management

The results were categorised based on the case company's software process, business functions and software engineering.

Journal of the Brazilian Computer Society

Groups were also categorised based on the active role of the narrator.

Intensive Care Medicine Experimental

However, ML algorithms are categorised based on the desired outcome of the algorithm.

Journal of Cheminformatics

Data were then summarised further and questions were categorised based on the multicriteria framework introduced above.

Energy, Sustainability and Society

The isoforms of Monoamine Oxidase (A and B) are categorised based on their substrate preference and inhibitor selectivity.

Natural Products and Bioprospecting

It works by cc'ing LISA into sales emails you send so that emails are automatically categorised based on sentiment (positive or negative reply etc).

TechCrunch

Expert writing Tips

Best practice

When using "categorised based on", ensure the criteria for categorization are clearly defined to avoid ambiguity. For instance, specify "categorised based on age group" rather than just "categorised".

Common error

Avoid using "categorised based on" without specifying the criteria. Vague statements like "the data was categorised" lack clarity. Always state the basis for categorization, such as "the data was categorised based on income level".

Linguistic Context

The phrase "categorised based on" functions as a prepositional phrase that describes the method or criteria used for sorting or classifying items. Ludwig examples confirm its common use in specifying the basis for categorization.

Expression frequency: Very common

Frequent in

Science

81%

News & Media

9%

Formal & Business

3%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "categorised based on" is a common and grammatically sound prepositional phrase used to specify the criteria for categorization. Ludwig AI shows that it's particularly prevalent in scientific and formal contexts, as well as business contexts and news. When using this phrase, ensure that the criteria are clearly defined to enhance clarity. While alternatives like "classified according to" and "grouped by" exist, "categorised based on" remains a versatile choice. Due to its very frequent use, users need to avoid vague uses.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

classified according to

Replaces "categorised" with a direct synonym, maintaining a formal tone.

organized according to

Similar to "classified according to" but can imply a more structured arrangement.

grouped by

Offers a simpler, more general way to express categorization.

sorted by

Suggests an ordered arrangement based on a specific attribute.

divided into

Implies a separation into distinct groups based on criteria.

arranged by

Emphasizes the act of putting things in a specific order based on shared characteristics.

based upon

Swaps "categorised" with a simpler word and retains the meaning.

sectioned by

Suggests that data has been split in different sections according to

structured around

Suggests a framework where elements are organised to

indexed by

Suggests a systematic listing or referencing based on a defined system.

FAQs

How to use "categorised based on" in a sentence?

Use "categorised based on" to indicate that items are grouped or classified according to specific criteria. For example, "The books were categorised based on genre."

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

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

Which is correct, "categorised based on" or "categorised by"?

"Categorised based on" specifies the criteria used for categorization, while "categorised by" indicates the agent or method doing the categorizing. Depending on the intended meaning, both can be correct. For example "The data was categorised based on age", or "The data was categorised by the research team".

What's the difference between "categorised based on" and "classified according to"?

The phrases are largely interchangeable. "Categorised based on" is slightly more informal, while "classified according to" sounds more formal and precise.