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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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according to category

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "according to category" is correct and usable in written English.
It can be used when referencing information or data that is organized or classified by specific categories. Example: "The results of the survey were analyzed according to category, revealing distinct preferences among different age groups."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

40 human-written examples

Treatment is then assigned according to category.

List the problems according to category on the board for reference later in the class period.

News & Media

The New York Times

Her dresses are grouped according to category (designer, style, period and then hue).

Next, another algorithm scans the story for keywords and groups them according to category.

They are broadly organized according to category, like scores, business documents, programs.

These category-by-task interactions provide robust evidence for an anatomical double dissociation according to category and place strong constraints on cognitive theories of the semantic system.

Science

NeuroImage
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Human-verified similar examples from authoritative sources

Similar Expressions

20 human-written examples

All Chandra images released to the public listed according to categories.

The artists are exhibited according to categories of printmaking, like lithography, etching or silkscreen.

News & Media

The New York Times

These genes were classified according to categories described in the KOG database, such as "extracellular structure", "cytoskeleton", and "transcription".

Films are grouped according to categories that include narrative, documentary and feature films, short films and children's films.

News & Media

The New York Times

It is classified according to categories that take into account an individual's physical and social development.

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Expert writing Tips

Best practice

When using "according to category", ensure that the category being referenced is clearly defined and understood by your audience to avoid ambiguity.

Common error

Avoid using "according to category" without specifying what the categories are. For example, instead of saying "The data was sorted according to category", specify "The data was sorted according to age group, income level, and education".

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

84%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "according to category" functions as a prepositional phrase that modifies a verb or noun. It indicates that an action or arrangement is done in relation to a specific classification or grouping, as shown in Ludwig's examples.

Expression frequency: Very common

Frequent in

Science

33%

News & Media

31%

Wiki

9%

Less common in

Formal & Business

7%

Academia

5%

Encyclopedias

2%

Ludwig's WRAP-UP

In summary, "according to category" is a grammatically correct and frequently used prepositional phrase that specifies a method of classification or arrangement. Ludwig AI confirms its validity and offers examples across diverse contexts, including science, news, and formal documents. Alternatives like "based on category" and "categorized by type" exist, but "according to category" remains a clear and versatile choice. When using this phrase, ensure the categories are well-defined to avoid ambiguity. Its frequent usage in authoritative sources underscores its reliability in formal and informal communication.

More alternative expressions(10)

Phrases that express similar concepts, ordered by semantic similarity:

FAQs

How can I use "according to category" in a sentence?

You can use "according to category" to indicate that something is organized or classified by type. For example, "The books in the library are arranged "according to category", such as fiction, non-fiction, and reference materials."

What are some alternatives to "according to category"?

Some alternatives to "according to category" include phrases like "based on category", "categorized by type", or "grouped by kind", depending on the specific context.

Is there a difference between "according to category" and "by category"?

"According to category" is more formal and explicit, while "by category" is a shorter, more concise alternative. Both are generally interchangeable, but "according to category" may be preferred in formal writing.

Which is correct, "according to category" or "depending on the category"?

Both phrases are correct, but they have slightly different meanings. "According to category" implies a pre-existing classification, whereas "depending on the category" suggests that something varies based on the category. For example, "Treatment is assigned "according to category"", versus "The price varies depending on the category of item."

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Source & Trust

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Authority and reliability

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Expert rating

Real-world application tested

Most frequent sentences: