multiple categories of

USAGE SUMMARY

The phrase "multiple categories of" is correct and usable in written English.
You can use it when referring to various distinct groups or classifications within a particular context. Example: "The study examined multiple categories of consumer behavior to understand purchasing patterns."

✓ Grammatically correct

Science

News & Media

Academia

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

Cook said, "We were looking at multiple categories of products, and thinking about which ones to do".

The New Yorker

Novel methods were developed to scan awake infants with fMRI, while they viewed multiple categories of visual stimuli.

Massachusetts Institute of Technology

This was true across multiple categories of industries, including apparel/accessories, beauty, home goods/décor, and technology/electronics.

Massachusetts Institute of Technology

Active and cost-effective risk management requires managers to think systematically about the multiple categories of risks they face so that they can institute appropriate processes for each.

Harvard Business Review

The approaches presented here are consonant with the modern view of considering legacy systems as also providing Web services via multiple channels serving multiple categories of clients.

Journal of Manufacturing Systems

Multiple categories of MCR methods relying on statistical functions (such as n-point correlation functions), physical descriptors, spectral density function, texture synthesis, and supervised/unsupervised learning are reviewed.

Progress in Materials Science

This unified database contains a substantial number of pure compounds ( ≥ 400 total) from multiple categories of hydrocarbons important in modern fuels and establishes the sooting tendencies of aromatic and oxygenated hydrocarbons on the same numeric scale for the first time.

Combustion and Flame

For example, in vivo healed skin substitutes gained the expression of many native skin-expressed genes, including those associated with epidermal barrier and multiple categories of cell cell and cell basement membrane adhesion.

Journal of Investigative Dermatology

And in the real world, there are usually multiple categories of damages.

Forbes

Pro also supports multiple categories of content, a global search for users, and newly designed landscape views.

TechCrunch

GroupTie, introduced as an alpha product in September, automates time-consuming tasks like adding new members, writing personal introductions, personalizing group messages, and managing multiple categories of members.

TechCrunch

Expert writing Tips

Best practice

When using "multiple categories of", ensure that the categories are clearly defined and distinct to avoid ambiguity. Provide context or examples to illustrate each category.

Common error

Avoid creating categories that overlap significantly, as this can lead to confusion and weaken the analysis. Ensure each category is mutually exclusive and collectively exhaustive.

Linguistic Context

The phrase "multiple categories of" functions as a modifier followed by a noun. Ludwig AI confirms its proper usage in indicating that a subject can be divided into several distinct groups, as seen in the examples provided.

Expression frequency: Very common

Frequent in

Science

40%

News & Media

22%

Academia

16%

Less common in

Formal & Business

8%

Wiki

2%

Reference

0%

Ludwig's WRAP-UP

In summary, "multiple categories of" is a versatile phrase used to indicate distinct classifications within a topic. According to Ludwig AI, it is grammatically correct and frequently employed across diverse contexts, especially in science, news, and academic writing. To ensure clarity, define the categories and avoid overlaps. Alternatives like "various categories of" or "several categories of" offer similar meanings. By following these guidelines, you can confidently use the phrase "multiple categories of" in your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

various categories of

Emphasizes the diversity among the categories.

several categories of

Highlights the distinct and separate nature of the categories.

numerous categories of

Stresses the large quantity of categories.

many categories of

Indicates a high number of categories.

differing categories of

Focuses on the differences that exist between categories.

multiple types of

Uses "types" instead of "categories", offering a slightly different nuance.

a range of categories

Implies a spectrum or variety within the categories.

a number of categories

Indicates an unspecified but significant quantity of categories.

diverse sets of categories

Highlights the variety and distinctness within the different sets.

assorted groups of categories

Suggests a collection of categories that are mixed and varied.

FAQs

How can I use "multiple categories of" in a sentence?

Use "multiple categories of" to indicate that a subject belongs to or can be classified into various distinct groups. For example, "The survey included questions about multiple categories of consumer spending."

What are some alternatives to "multiple categories of"?

You can use alternatives like "various categories of", "several categories of", or "numerous categories of" depending on the context.

Is there a difference between "multiple categories of" and "various categories of"?

While both phrases are similar, "multiple categories of" emphasizes the existence of more than one category, while "various categories of" highlights the diversity or variety among the categories.

When is it appropriate to use "multiple categories of" in formal writing?

It is appropriate to use "multiple categories of" in formal writing when you need to clearly and concisely indicate that something can be divided into or classified under several distinct groups or types. Ensure that the categories are well-defined and relevant to your analysis.