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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
appear to indicate
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "appear to indicate" is correct and usable in written English.
It can be used when suggesting that something seems to suggest or point to a particular conclusion or interpretation. Example: "The data collected from the survey appear to indicate a growing trend in consumer preferences towards sustainable products."
✓ Grammatically correct
News & Media
Science
Encyclopedias
Wiki
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
60 human-written examples
Still, the data Wednesday appear to indicate that the global slump has months to run.
News & Media
Ubiquitous political advertisements for the 29 parties running appear to indicate that change is coming.
News & Media
The failure to mention Isis would appear to indicate the two groups had not collaborated on this most recent operation.
News & Media
But a recent decrease in shootings would appear to indicate that that is not the case in this instance.
News & Media
Mr. Caprariello said the searches were a surprise and that the warrant did not appear to indicate what agents were interested in.
News & Media
Recent kidnapping trends appear to indicate that hostage-takers prefer not to take US or UK hostages because they understand they will not receive ransoms".
News & Media
Early tests of 3percentt of the genome of the coronavirus appear to indicate that it is identical to the SARS virus.
News & Media
But they appear to indicate how important it seemed, even for seasoned executives, to hop on to the Internet bandwagon and its promise of limitless growth.
News & Media
In his words, "it is a matter for the board" – which would appear to indicate he has no plans to give up any bonus voluntarily.
News & Media
Inconclusive tests appear to indicate that the roman face is easier to read with serifs than without them.
Encyclopedias
Nevertheless his efforts to keep fit appear to indicate that he sees creativity as a muscle as much as a gift.
News & Media
Expert writing Tips
Best practice
Consider the context and audience when using "appear to indicate". It's appropriate for formal writing and academic discussions where precise language is valued.
Common error
In casual conversation or less formal writing, using "appear to indicate" can sound overly verbose or stilted. Opt for simpler alternatives like "suggests" or "implies" for a more natural tone.
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "appear to indicate" functions as a verb phrase used to express a tentative or qualified suggestion. It is used to convey that something seems to point towards a particular conclusion, without asserting it as an absolute fact. Ludwig AI confirms its usability in written English.
Frequent in
Science
38%
News & Media
35%
Encyclopedias
8%
Less common in
Wiki
5%
Formal & Business
0%
Social Media
0%
Ludwig's WRAP-UP
In summary, "appear to indicate" is a grammatically sound verb phrase that functions to express a tentative inference or suggestion. Ludwig AI highlights that it is often used to convey that something seems to point towards a particular conclusion, without making a definitive claim. The phrase is most commonly found in scientific, news, and encyclopedic contexts, signifying a neutral to formal register. While highly versatile, it's best to consider simpler alternatives like "suggests" or "implies" in more informal settings. Avoiding overuse and appreciating contextual appropriateness are essential for its most effective application.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
seem to suggest
Replaces "appear" with "seem", offering a slightly less formal tone.
suggest
More concise, removing "appear to" for directness.
imply
Focuses on the indirect communication of information.
give the impression of
Emphasizes the perceived effect or feeling conveyed.
lead one to believe
Highlights the influence on someone's perception.
hint at
Suggests a subtle or indirect indication.
point to
Directs attention towards a particular piece of evidence.
intimate
Similar to "imply", but can also suggest a more personal or private revelation.
would seem to show
Adds a degree of tentativeness or uncertainty.
portend
Suggests a future event based on current signs.
FAQs
How can I use "appear to indicate" in a sentence?
Use "appear to indicate" to express that something seems to point towards a particular conclusion based on available evidence. For example, "The survey results "appear to indicate" a growing interest in online education".
What phrases are similar to "appear to indicate"?
Alternatives to "appear to indicate" include "seem to suggest", "imply", or "hint at". The best choice depends on the specific nuance you want to convey.
Is it better to use "appear to indicate" or "indicates"?
"Appear to indicate" suggests a degree of uncertainty or interpretation, while "indicates" presents something as a more definite fact. Use "appear to indicate" when you want to acknowledge that there might be other possible interpretations or when you are not completely certain of the conclusion.
What's the difference between "appear to indicate" and "suggests"?
"Suggests" is more direct and assertive than "appear to indicate". "Appear to indicate" introduces a subtle layer of hedging, implying that the conclusion is based on an interpretation of the available information rather than a definitive statement.
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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
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested