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
actual survey
Grammar usage guide and real-world examplesUSAGE SUMMARY
"actual survey" is correct and usable in written English.
You can use it when you want to refer to a specific survey or questionnaire that has been completed. For example, "The results of the actual survey show that most people prefer vanilla ice cream."
✓ Grammatically correct
Science
Academia
News & Media
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
To read this on the actual survey, you would actually start with the final coordinate (R18E) and work your way to the first coordinate (SE 1/4).
Wiki
Plan of Boston Harbor, from actual survey.
Academia
From Actual Survey by H. McIntyre, Cl.
Academia
The actual survey showed the big loss in jobs.
News & Media
The ground plan is from an actual survey of Captn.
Academia
The New Plan of London from Actual Survey.
Academia
Parameters for sustained load are established from actual survey data.
Science
What the headlines failed to mention, however, were the actual survey results.
News & Media
A quick glance showed that the actual survey did not use the word "rude".
News & Media
A plan of the City of New York from an actual Survey made by James Lyne.
Academia
Mackinaw City : from actual survey made August 1857 / by R.C. Phillips, surveyor.
Academia
Expert writing Tips
Best practice
Use "actual survey" to clearly distinguish data collected from a real study from hypothetical or model-based estimates.
Common error
Avoid using "actual survey" when referring to pilot studies or preliminary data collection, as these might not represent the final, comprehensive survey results.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "actual survey" primarily functions as a noun phrase, where the adjective "actual" modifies the noun "survey". It signifies a survey that has been conducted and its data collected, differentiating it from hypothetical or planned surveys. Ludwig AI confirms this usage through numerous examples.
Frequent in
Science
35%
Academia
30%
News & Media
20%
Less common in
Formal & Business
10%
Wiki
5%
Reference
0%
Ludwig's WRAP-UP
In summary, "actual survey" is a grammatically correct and commonly used phrase that refers to a survey that has been conducted and completed, as validated by Ludwig. The phrase is most frequently used in scientific, academic, and news contexts. Its purpose is to emphasize the authenticity and empirical basis of survey data, distinguishing it from hypothetical or estimated results. According to Ludwig AI, it’s important to use this phrase to clarify data collection and enhance the credibility of research findings. Avoid using it for pilot studies or preliminary data that doesn't represent the final results. Consider using alternatives like "real survey" or "genuine survey" depending on the specific context.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
real survey
Replaces "actual" with "real", emphasizing the genuineness of the survey.
completed survey
Focuses on the finished state of the survey, highlighting its completion.
genuine survey
Stresses the authenticity and validity of the survey.
specific survey
Emphasizes the particular instance of the survey being referred to.
physical survey
Implies a hands-on, direct surveying approach.
empirical survey
Highlights the survey's basis in observed data and evidence.
field survey
Denotes a survey conducted in a real-world setting.
current survey
Indicates a survey that is presently in use or being discussed.
primary survey
Highlights the survey as being fundamental or initial.
factual survey
Emphasizes that the survey is grounded in facts and verifiable data.
FAQs
How is "actual survey" used in research papers?
In research, "actual survey" distinguishes real data collection from simulations or estimations. For example, you might say, "The results from the "completed survey" were compared to model predictions".
What's a good alternative to "actual survey" in reports?
Depending on the context, you could use phrases like "real survey", "genuine survey", or "specific survey" to emphasize the authenticity or particular instance of the survey.
How does using "actual survey" improve clarity in writing?
Using "actual survey" clarifies that you're referring to data directly collected from participants, rather than relying on secondary sources or assumptions. This term helps to avoid ambiguity and strengthens the validity of your claims.
When should I avoid using the phrase "actual survey"?
Avoid using "actual survey" when referring to a hypothetical scenario or a projected outcome. Use it strictly when describing results obtained from a specific survey that has been conducted and completed.
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
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested