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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 the compilation
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "according to the compilation" is correct and usable in written English.
It can be used when referencing information or data that has been gathered and organized in a specific format or document. Example: "According to the compilation of research findings, the new treatment shows significant promise in improving patient outcomes."
✓ Grammatically correct
Science
News & Media
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
5 human-written examples
According to the compilation of studies in Allen and Browne [1], the number of respondents for EBFS (sample of 61 EBFS) varied significantly (average of 456 and standard deviation of 666).
According to the compilation by Rowe et al. (2013), subduction plate boundary faults as observed by ocean drilling and field studies in accretionary prisms at depths of >1 to 2 km tend to develop multiple strands tens of meters thick within damage zones of approximately 100 to 350 m thickness.
Science
According to the compilation hypothesis, the formulaic use of the word toledoth (generations) indicates that Genesis chapter 11, verse 27 to chapter 25, verse 19 is Isaac's record through Abraham's death (with Ishmael's record appended), and Genesis chapter 25, verse 19 to chapter 37, verse 2 is Jacob's record through Isaac's death (with Esau's records appended).
Wiki
According to the compilation published in Hofrichter [87], the number of described protist species in the Mediterranean is approximately 4,400 (Table 1).
Science
For these, we counted the number of methods that predict HGT for each ORFs contained in the contig, according to the compilation of compositional HGT predictions by Dufraigne and colleagues [ 28] that gathers the results for six different methods.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
52 human-written examples
Two hundred bear, in white type on black, the most common names for American girls, according to the most recent compilation by the Census Bureau, and the other 200 those for boys.
News & Media
The average annual cost of coverage dropped to $977.07 in 2000, down from $1,034 in 1999, according to the regulators' latest compilation of spending on auto insurance around the country.
News & Media
According to the New York Stock Exchange's compilation, the funds so absorbed by listed companies alone, between 1926 and 1930, amounted to no less than five billion dollars.
News & Media
According to the Popol Vuh, a compilation of the creation accounts of the K'iche' Maya of the Colonial-era highlands, we are living in the fourth world.
Wiki
But according to the Mishnah (the oldest compilation of Jewish law from approximately 200 CE), there are actually four Jewish New Years: One was for counting the reign of kings (which we adopt now as Rosh Hashanah as we proclaim God our Sovereign), one for tithing cattle, one for tithing grain, and one for counting the produce of trees.
News & Media
The presentation of classification principles is a new compilation, according to the knowledge of the authors.
Expert writing Tips
Best practice
When using "according to the compilation", ensure the compilation is a recognized and reliable source to enhance the credibility of your statement.
Common error
Avoid relying solely on a single compilation for critical information. Cross-reference with other sources to ensure accuracy and completeness.
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "according to the compilation" functions as an attribution phrase. It introduces information or data derived from a specific compilation, establishing the source's authority. As Ludwig AI confirms, it’s a correct and usable phrase.
Frequent in
Science
40%
News & Media
34%
Wiki
26%
Less common in
Formal & Business
0%
Encyclopedias
0%
Social Media
0%
Ludwig's WRAP-UP
The phrase "according to the compilation" is a grammatically correct and commonly used attribution phrase across various domains. Ludwig AI confirms its validity. It serves to cite information from a specific source, lending credibility to the statement. While primarily found in scientific and news contexts, its neutral register makes it versatile for general use. When employing this phrase, ensure the compilation is reliable, and cross-reference with other sources to maintain accuracy.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
based on the compilation
Replaces "according to" with "based on", focusing on the foundation of the information.
as per the compilation
Substitutes "according to" with "as per", adding a slightly more formal tone.
following the compilation
Indicates adherence to the details within the compilation.
in line with the compilation
Emphasizes agreement or consistency with the compilation's content.
by the compilation
A more concise attribution, though less commonly used.
according to the assembled data
Highlights the data collection aspect of the compilation.
as compiled in
Focuses on the action of compiling the information.
the compilation indicates
Shifts the focus to what the compilation itself suggests.
the compilation suggests
Similar to above, but uses "suggests" which implies a slightly less definite conclusion.
the compilation reveals
Emphasizes that the compilation uncovers or discloses something.
FAQs
How can I use "according to the compilation" in a sentence?
Use "according to the compilation" to introduce information or data sourced from a specific compilation. For instance, "According to the compilation of census data, the population has increased."
What are some alternatives to "according to the compilation"?
You can use alternatives like "based on the compilation", "as per the compilation", or "following the compilation" depending on the context. See a longer list of alternatives "here".
Is it better to say "according to the compilation" or "the compilation states"?
Both are valid, but "according to the compilation" emphasizes the source while "the compilation states" focuses on the information itself. Choose the phrasing that best suits your emphasis.
When should I use "according to the compilation" instead of just citing the original sources?
Use "according to the compilation" when you are summarizing or synthesizing information from multiple sources that have been brought together in the compilation. If you are referring to a specific piece of data from one original source, cite that source directly.
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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