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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
according to sentiments
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "according to sentiments" is not commonly used in written English and may sound awkward.
It can be used when referencing feelings or opinions, but it is better to use it in a more specific context to clarify its meaning. Example: "According to sentiments expressed in the survey, most participants feel positively about the new policy."
News & Media
Science
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
1 human-written examples
Yet, according to sentiments expressed in the article, our presence is detrimental due to our economic class and even the color of our skin, which is white.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
Social media measurement company Radian 6 and ad agency Mullen have released stats on which brand was most effective according to sentiment and volume of Tweets on Twitter.
News & Media
If people who are Tweeting about the movie are any judge, about 75percentt of people are saying good things about it, according to Twitter Sentiment (a site which analyzes the sentiment of Tweets).
News & Media
To show how the conversation spiked about Mr. Jobs, there were 50,016 mentions of him on Wednesday, rising to more than 879,000 on Thursday, which was the single largest volume of conversation about him since he resigned as Apple's chief executive, according to General Sentiment, another firm specializing in social media analytics.
News & Media
According to a sentiment analysis on the word Murdoch, 67percentt of Tweets are negative.
News & Media
"It's a constant reversal here with Donald Trump, Wagnerr said, referring to the notion that America's most famous real estate mogul will change his political positions according to popular sentiment.
News & Media
It is often assumed that "moral non-objectivism" must denote a kind of lumpish relativism according to which whatever sentiments an individual happens to have determine the moral truth for that person; it is often assumed that moral non-objectivism would therefore render incoherent the ideas of moral improvement, moral criticism, and moral disagreement.
Science
Each word w in the summation contributes to the sentiment difference between the texts according to (1) its sentiment relative to the reference text ((+/- = mbox{more/less positive})), and (2) its change in frequency of usage ((uparrow/downarrow= mbox{more/less frequent})).
Science
Consumer confidence for December ticked up from earlier readings, according to the latest sentiment index released by the University of Michigan and Reuters.
News & Media
According to Koenig, US sentiment about the trade was all over the place, but one of the loudest and most common opinions was that the US had traded five terrorists for the life of a deserter.
News & Media
Just before stocks turned around in early March, only 2percentt of investors were optimistic, according to the Daily Sentiment Index, which measures the mood of small traders and is run by Jake Bernstein, an independent market analyst.
News & Media
Expert writing Tips
Best practice
When using "according to sentiments", ensure the source of the sentiments is clearly identified to provide context and credibility. For example, "According to sentiments expressed in the survey...".
Common error
Avoid using "according to sentiments" in highly formal or academic contexts, as it may sound vague. Opt for more precise language like "based on public opinion" or "in line with prevailing attitudes".
Source & Trust
82%
Authority and reliability
3.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "according to sentiments" functions as an attributive phrase, indicating that a statement or conclusion is based on or derived from feelings or emotional responses. Ludwig AI examples show it used to attribute causes or reasons to prevailing feelings.
Frequent in
News & Media
50%
Science
50%
Formal & Business
0%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "according to sentiments" is used to attribute information or actions to underlying feelings or emotions. While grammatically acceptable, Ludwig AI notes its usage is uncommon, suggesting more direct alternatives like "based on feelings" or "in line with opinions" may be preferable for clarity. Its infrequent appearance indicates careful consideration is needed to ensure its appropriateness in different writing styles. The phrase finds usage across news and media as well as scientific contexts. When using "according to sentiments", clarifying the source of these feelings strengthens the phrase's impact and prevents ambiguity.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
based on feelings
This alternative directly indicates reliance on emotional responses as the basis for something.
in line with opinions
This option suggests conformity or agreement with viewpoints already held.
reflecting the general mood
This phrase captures how something mirrors the prevailing emotional state of a group.
consistent with prevailing views
This alternative emphasizes the alignment of something with the commonly held beliefs.
guided by popular feelings
This phrase indicates that actions or decisions are driven by the emotions of the masses.
informed by public sentiment
This suggests that public opinion has influenced or shaped something.
reflecting widespread belief
This highlights how something mirrors the common convictions of many people.
as indicated by prevailing attitudes
This option points to existing viewpoints and stances as the basis for a claim or action.
deriving from prevailing emotions
This phrase directly connects something to the collective emotions or sentiments felt.
in response to collective feeling
This suggests that an action is a reaction to a shared emotional experience.
FAQs
How can I rephrase "according to sentiments" for clarity?
Consider using phrases like "based on feelings", "in line with opinions", or "reflecting the general mood" depending on the specific context.
Is "according to sentiments" grammatically incorrect?
While not strictly incorrect, "according to sentiments" is an uncommon and somewhat awkward phrasing. More direct and widely accepted alternatives are often preferable.
What's the difference between "according to sentiments" and "according to opinion"?
"Sentiments" typically refer to feelings or emotions, while "opinions" refer to considered judgments or beliefs. Therefore, "according to sentiments" implies basing something on feelings, whereas "according to opinion" suggests basing it on reasoned judgments.
When is it appropriate to use "according to sentiments" in writing?
Use "according to sentiments" when you specifically want to emphasize that something is based on feelings or emotions rather than factual information or logical reasoning. It's best used when the source and nature of those feelings are clear.
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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
3.8/5
Expert rating
Real-world application tested