Used and loved by millions
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
analysis suggests
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "analysis suggests" is correct and usable in written English.
You can use it when presenting findings or conclusions drawn from data or research. Example: "The analysis suggests that there is a significant correlation between exercise and improved mental health."
✓ Grammatically correct
News & Media
Science
Alternative expressions(20)
findings indicate
research implies
the data suggests
findings suggest
the study indicates
research indicates
data indicates
the report indicates
the evidence implies
assessment reveals
analysis demonstrates
analysis indicates
estimates from indicate that
reports suggest that
data implies that
I found it best
the trend has shown
the data indicates
evidence points to
studies demonstrate
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
59 human-written examples
Smith's analysis suggests two answers.
News & Media
The commission's analysis suggests it will not.
News & Media
"My own analysis suggests he is beatable".
News & Media
The analysis suggests Tories might seek a multi-faceted approach.
News & Media
Haldane's analysis suggests that target is likely to be missed.
News & Media
However, our analysis suggests: Volume opportunity is bigger.
News & Media
Ritter's analysis suggests that he agrees with Schaller.
News & Media
Analysis suggests that this mini-tsunami was brought on by the thundery weather.
News & Media
In fact even the Home Office analysis suggests the difference it will make is almost negligible.
News & Media
Mr. Camarota's analysis suggests why illegal immigration has become the source of contention in many states.
News & Media
His analysis suggests it will struggle to return to its former profitability.
News & Media
Expert writing Tips
Best practice
When using "analysis suggests", ensure the analysis is clearly defined and the suggestion logically follows from it. Be specific about what kind of analysis you're referring to (e.g., statistical analysis, financial analysis) for clarity.
Common error
Avoid presenting the suggestion as an absolute fact. The phrase "analysis suggests" inherently implies a degree of uncertainty or interpretation. Use qualifiers like 'may', 'could', or 'likely' if appropriate to accurately reflect the strength of the suggestion.
Source & Trust
87%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "analysis suggests" functions as a reporting verb phrase. It introduces a conclusion, hypothesis, or potential outcome that is inferred from a preceding analysis. Ludwig AI indicates its acceptability and frequent usage in diverse contexts.
Frequent in
News & Media
47%
Science
42%
Formal & Business
5%
Less common in
Encyclopedias
1%
Wiki
2%
Reference
3%
Ludwig's WRAP-UP
In summary, the phrase "analysis suggests" is a versatile and grammatically correct construction used to present conclusions or potential outcomes derived from analysis. Ludwig AI highlights its widespread usage, with significant prevalence in News & Media and Scientific contexts. When using this phrase, clarity, specificity, and appropriate hedging are crucial to ensure accurate and effective communication. Related phrases such as "findings indicate" or "research implies" can be used for variety, and it is important to not overstate the level of certainty that comes from an analysis.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
findings suggest
Emphasizes that the suggestion comes directly from observed findings.
evaluation suggests
Uses the word "evaluation" which focuses more on judgment of value or quality.
the study indicates
Focuses on a specific study rather than a general analysis, implying a research-backed suggestion.
research indicates
Highlights that the suggestion stems from research findings.
data indicates
Suggests that the implication is based on hard data, making it quantifiable.
the report indicates
Specifies that the suggestion comes from a formal report, lending authority.
observations imply
Focuses on direct observations as the basis for the suggestion.
the evidence implies
Shifts the focus to the evidence itself and its inherent implications.
assessment reveals
Highlights the act of assessment leading to the revealing of information.
investigation shows
Puts emphasis on the investigative process that leads to the suggestion.
FAQs
How can I use "analysis suggests" in a sentence?
The phrase "analysis suggests" is typically followed by a clause that presents a conclusion or implication derived from the analysis. For example, "The analysis suggests that increased investment in renewable energy leads to reduced carbon emissions."
What are some alternatives to "analysis suggests"?
You can use alternatives like "findings indicate", "research implies", or "the data suggests" to convey a similar meaning.
Is it better to say "analysis suggests" or "analysis proves"?
"Analysis suggests" is generally more accurate because analysis often points to a likely conclusion rather than providing definitive proof. "Analysis proves" implies a level of certainty that is rarely achieved in most analytical contexts.
What's the difference between "analysis suggests" and "analysis confirms"?
"Analysis suggests" indicates that the analysis provides support for a particular idea or conclusion, while "analysis confirms" implies that the analysis provides strong evidence that validates something previously suspected or hypothesized. "Analysis confirms" indicates a higher level of certainty.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
87%
Authority and reliability
4.5/5
Expert rating
Real-world application tested