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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
categories of whether
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "categories of whether" is not correct and does not convey a clear meaning in written English.
It seems to attempt to categorize different conditions or situations, but the structure is awkward and unclear. Example: "The study examined various categories of whether individuals prefer online or in-person learning."
⚠ May contain grammatical issues
Science
News & Media
Alternative expressions(20)
independently of whether
whether it
whether in
without regard to whether
no matter whether
no matter what
then if
moreover if
even if
nonetheless of whether
however of whether
regardless of whether
whether
no matter if
also if
thus if
notwithstanding of whether
regardless of whether or not
regardless whether
regardless
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
2 human-written examples
b) Codes for seven different categories of whether the population was urban, sub urban or rural were defined using the main occupation of people in the municipality based on the "Standard for Municipality Classification" (Municipality code) from Statistics Norway [ 22].
Science
In order to draw the sample of four study districts, the eight districts where UNICEF was undertaking child directed activities were subdivided into two categories of whether they were experiencing war conflict or not at the time of the study.
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
Model 1 examines whether companies belonging to the category of "whether the state is the largest shareholder" can constitute interlocking directorate relations.
In the category of whether Mr. Clinton or Mrs. Clinton gave misleading testimony or blocked investigators, Mr. Ray investigated several other issues, concluding that the evidence was insufficient to convince a jury a crime had been committed.
News & Media
For trans people, discrimination in various forms can literally come from anyone, from strangers to your closest family members, across all categories of identity, whether intentional or unintentional, conscious or not.
News & Media
So real public policy work or media or artistic work has to involve fighting this demonization of whole categories of people, whether it's supermax prisoners, people with HIV AIDS, with addictions, with mental illness, homeless people, or sex offenders.
News & Media
This permits a statistical evaluation on a category-by-category basis of whether an antigen-specific response is significantly different from background.
Science
As it is, Facebook's policy disproportionately affects certain categories of users, and whether intentional or not, that's discriminatory as well as dangerous for many.
News & Media
We used four categories of legal problems: whether they had been charged with a drug offence, charged with theft, charged with violence, and whether they had been taken into an prison under the Swedish Prison and Probation Service.
Science
Furthermore, the expert group reported that the wording of the answering categories of the question whether parents experienced had any concerns, questions or problems in the last six months needed improvement.
Science
The duration of the fatigue at the time of interview was used to classify the twins into the different categories regardless of whether the fatigue was currently ongoing.
Science
Expert writing Tips
Best practice
Reframe the phrase to use more specific and grammatically correct alternatives like "types of conditions" or "classifications based on" for clarity.
Common error
Do not directly use "categories of whether" as it is often unclear. Instead, specify what the categories are and the conditions that define them. For example, use "categories based on whether X is true" instead.
Source & Trust
82%
Authority and reliability
2.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "categories of whether" attempts to categorize or classify something based on different conditions. However, Ludwig AI indicates that this phrase is not grammatically correct. Instead, it's better to use phrases that clearly specify the criteria for categorization.
Frequent in
Science
50%
News & Media
50%
Formal & Business
0%
Less common in
Encyclopedias
0%
Wiki
0%
Academia
0%
Ludwig's WRAP-UP
The phrase "categories of whether" is an attempt to classify items or situations based on specific conditions. However, according to Ludwig AI, this phrase is not grammatically correct and lacks clarity. While the intended purpose is to differentiate based on particular characteristics, the awkward structure often hinders effective communication.
Instead of directly using "categories of whether", it's recommended to opt for clearer and more specific alternatives such as "types of conditions", "classifications based on", or "groups depending on". These alternatives not only improve grammatical correctness but also enhance clarity, ensuring the intended message is conveyed effectively. Ensure precise phrasing to avoid ambiguity and improve overall coherence.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
Types of whether
Replaces "categories" with "types", focusing on different kinds rather than groupings.
Kinds of whether
Substitutes "categories" with "kinds", suggesting different forms or varieties based on conditions.
Classifications based on whether
Replaces "categories of" with "classifications based on", providing a more formal tone.
Groups depending on whether
Uses "groups" instead of "categories", emphasizing divisions based on a condition.
Divisions based on whether
Employs "divisions" to indicate separations based on a specific criterion.
Segments determined by whether
Replaces "categories" with "segments", highlighting portions defined by a condition.
Subsets contingent on whether
Uses "subsets" to specify smaller, condition-dependent groupings.
Varieties depending on whether
Replaces "categories" with "varieties", suggesting different forms influenced by a condition.
Forms based on whether
Highlights different shapes or structures determined by a condition.
List of whether
Focuses on listing different possibilities without emphasis on categories.
FAQs
How can I rephrase "categories of whether" to improve clarity?
Consider using alternatives like "types of conditions", "classifications based on", or "groups depending on" for improved clarity and grammatical correctness.
What are some common situations where I might want to use a phrase like "categories of whether"?
You might use it when classifying items or situations based on a binary condition or choice, but it's better to be explicit about the criteria for categorization. For example: "categories based on "whether the state is the largest shareholder"".
Is "categories of whether" grammatically correct?
According to Ludwig AI, the phrase is not correct and lacks clarity. It is recommended to use more precise phrasing to avoid ambiguity.
What's a more formal way to express the idea behind "categories of whether"?
A more formal phrasing would be "classifications based on conditions", which provides a clearer and more structured presentation.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
82%
Authority and reliability
2.8/5
Expert rating
Real-world application tested