according to categories

USAGE SUMMARY

The phrase "according to categories" is correct and usable in written English.
It can be used when referring to the classification or organization of information based on specific categories or criteria. Example: "The data was analyzed according to categories such as age, gender, and income level."

✓ Grammatically correct

Science

News & Media

Formal & Business

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

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

The New York Times

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

Encyclopedia Britannica

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

The New York Times

Berreby's aim is to demonstrate how greatly what he calls our "tribal" nature the tendency to judge others according to categories, such as Muslims, lawyers, whites governs our lives.

The New Yorker

Berreby's aim is to demonstrate how greatly what he calls our "tribal" nature — the tendency to judge others according to categories, such as Muslims, lawyers, whites — governs our lives.

The New Yorker

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

Advances in Space Research

Enrolment of special needs children in preschool classes according to categories of disabilities is shown in Table 6.

International Journal of Child Care and Education Policy

Table 3 shows the Percentage and Frequency of Spontaneous Answers According to Categories and Subcategories of Breast Cancer Causal Attribution.

Psicologia: Reflexão e Crítica

For comparison, we also break down current energy demand in each province according to categories intended to be meaningful to households.

Renewable and Sustainable Energy Reviews

Information regarding approaches to study as well as the reasons given for these approaches was highlighted and coded according to categories that evolved during the process of analysis.

Language Testing in Asia

The cumulative hazard of dementia over follow-up was determined and presented graphically according to categories for each adiposity marker.

Plosone

Expert writing Tips

Best practice

When using "according to categories", ensure that the categories are clearly defined and relevant to the subject matter. This provides clarity and avoids ambiguity in your writing.

Common error

Avoid using "according to categories" without specifying what those categories are. Always provide context or a list of categories for clarity. For example, instead of saying 'The data was analyzed according to categories', specify: 'The data was analyzed according to categories such as age, gender, and income level'.

Linguistic Context

The phrase "according to categories" functions as a prepositional phrase, modifying a verb or noun by indicating the basis or method of classification. This phrase introduces the criteria used for grouping or organizing information, as demonstrated in the Ludwig examples.

Expression frequency: Very common

Frequent in

Science

66%

News & Media

13%

Formal & Business

5%

Less common in

Encyclopedias

1%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "according to categories" is a grammatically correct and very common prepositional phrase used to indicate that something is classified or organized based on specific criteria. Ludwig AI confirms its correct usage and applicability across various domains such as science, news, and formal business settings. For clarity, it's best practice to specify the categories being referenced to avoid ambiguity. Alternative phrases like "based on categories" or "classified by category" can be used depending on the desired level of formality or emphasis. While versatile, always ensure the context supports the use of clearly defined categories for effective communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on categories

A more concise alternative, directly indicating the foundation for organization.

classified by category

Similar to the original but using 'classified' instead of 'categorized', focusing on a more formal classification.

in accordance with categories

A more formal alternative, suggesting alignment with established categories.

organized by category

Focuses on the act of organizing information using categories.

categorized by type

Replaces 'according to' with 'categorized by', emphasizing the act of categorization based on type.

grouped by classification

Focuses on the act of grouping based on a specific classification system.

as per category

A shorter, more direct way of saying something is done according to a category.

segmented by categories

Implies dividing data into distinct segments based on predefined categories.

by means of categories

Emphasizes using categories as the method of organization.

following a categorical structure

Highlights the use of a specific structure that involves categories.

FAQs

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

You can use "according to categories" to indicate that something is classified or organized based on specific categories. For example, "The films are grouped "according to categories" that include narrative, documentary and feature films".

What are some alternatives to "according to categories"?

Some alternatives include "based on categories", "classified by category", or "organized by category". The choice depends on the specific context.

Which is correct, "according to categories" or "according to a category"?

"According to categories" is used when referring to multiple categories, while "according to a category" is used when referring to a single category. For example, "The results are presented according to categories of age and gender" versus "The results are presented according to a category of high income".

What's the difference between "according to categories" and "by categories"?

"According to categories" implies a structured classification system is being followed. "By categories" is a more general statement about how something is divided or grouped. Using ""according to categories"" shows adherence to a system, while "by categories" simply indicates a method of division.