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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
data have been compiled
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "data have been compiled" is correct and usable in written English.
It can be used when indicating that information has been gathered and organized for analysis or reporting purposes. Example: "The results of the survey indicate that data have been compiled from over 1,000 participants."
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(20)
data has been collected
data have been detected
data have been accumulated
data have been constructed
data have been gathered
communications have been collected
data have been located
data have been consolidated
data have been updated
data have been collected
data have been completed
records have been collected
data have been selected
measures have been collected
Statistics have been obtained
Evidence has been accumulated
datasets have been collected
Measurements have been taken
Information has been gathered
data have been collated
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
26 human-written examples
The national average in 2003, the last year for which data have been compiled, was 6.9.
News & Media
The human and murine data have been compiled and mapped in Supplementary Figure 3.
Science & Research
For optimal use, these data have been compiled and organized in different kinds of Molecular Biology Databases (MBDBs).
Science
Perched water data have been compiled, analyzed, and incorporated into a three-dimensional (3-D) UZ flow model developed to investigate perched water phenomena at Yucca Mountain.
The collection of data have been compiled, integrated and standardized from the original data providers into a unified spatially referenced and globally consistent data set.
Academia
These data have been compiled by the U.S. Department of State, Humanitarian Information Unit (INR/GGI/HIU), Each attribute in the dataset is verified against multiple sources.
Academia
Human-verified similar examples from authoritative sources
Similar Expressions
34 human-written examples
The data had been compiled over the previous decade.
News & Media
The collected data has been compiled, analyzed and presented through descriptive statistics.
But Conte said his effort was more advanced because his data has been compiled over 15 years as a trainer for the San Francisco Giants and now the Dodgers.
News & Media
After the data had been compiled, the forms lay forgotten in a basement until Dr. Sewell found them in the early 1960's.
News & Media
The data has been compiled and discussed for many aliphatic compounds on single-crystal Bi planes, compared with the data for Bi solid drop and Hg electrodes.
Science
Expert writing Tips
Best practice
When using "data have been compiled", ensure that the context clearly indicates who compiled the data and for what purpose. This adds credibility and clarity to your statement.
Common error
Avoid using "data has been compiled" when referring to multiple datasets. "Data" is generally treated as a plural noun in formal writing, so use "data have been compiled".
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "data have been compiled" primarily functions as a passive voice construction, indicating that the data is the recipient of the action. As Ludwig AI confirms, this phrase is grammatically correct and widely used. It highlights the result of an action performed on the data.
Frequent in
Science
50%
News & Media
30%
Academia
20%
Less common in
Formal & Business
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, the phrase "data have been compiled" is a grammatically sound and frequently used expression to indicate that information has been systematically collected and organized. As Ludwig AI underlines, it's a proper and usable expression. Predominantly found in science, news, and academic contexts, it serves to inform readers that data has undergone a process of gathering and structuring. When employing this phrase, consider using the plural form, ensuring clarity about who compiled the data and for what reason. Alternatives such as "data has been gathered" or "data has been collected" may provide nuanced options for expressing similar concepts.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
data has been gathered
Replaces "compiled" with "gathered", emphasizing the collection aspect.
data has been collected
Substitutes "compiled" with "collected", highlighting the act of obtaining the data.
data has been aggregated
Replaces "compiled" with "aggregated", suggesting the data was combined from multiple sources.
data has been assembled
Uses "assembled" instead of "compiled", focusing on the arrangement of data into a structured format.
data has been processed
Highlights the handling and manipulation of the data, rather than simply its collection.
data has been organized
Focuses on the structuring and arrangement of the data.
data has been documented
Emphasizes the recording and detailing of data.
a data compilation exists
Changes the sentence structure to focus on the existence of a compilation.
the data is available in a compilation
Highlights the availability of the data in a compiled form.
information has been synthesized
Emphasizes combining data from various sources into a coherent whole.
FAQs
What does "data have been compiled" mean?
The phrase "data have been compiled" means that information has been gathered together, often from multiple sources, and organized into a structured format for analysis or reference.
How can I use "data have been compiled" in a sentence?
Use "data have been compiled" to indicate that a collection of information exists in an organized form. For instance, "The research team confirmed that "data have been compiled" from various studies to support their hypothesis."
What are some alternatives to saying "data have been compiled"?
Alternatives include "data has been gathered", "data has been collected", or "data has been aggregated", depending on the specific nuance you wish to convey.
Is it correct to say "data has been compiled" or "data have been compiled"?
In formal English, "data have been compiled" is generally preferred, as "data" is often treated as a plural noun. However, in some contexts, "data has been compiled" is becoming more accepted, especially when referring to data as a singular, collective entity.
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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
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested