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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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are compiled based on

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "are compiled based on" is correct and usable in written English.
It can be used when describing how information or data is gathered or organized according to specific criteria or sources. Example: "The statistics presented in this report are compiled based on the latest survey results and demographic data."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

The HCPs are allocated to one of four clusters, which are compiled based on the HCPs' geographic proximity to each other.

The monthly catalogues are compiled based on the local seismological reports of provincial seismic networks, with magnitude unified as Chinese ML.

A random number of plausible incorrect answers are compiled based on the user's past app usage history that are not used recently.

A random number of plausible incorrect answers are compiled based on the user's past music playlist history that have not been played recently.

The numbers are compiled based on greater metropolitan areas; it's also important to note that this list doesn't weigh specifics like job composition or job stability, two significant characteristics that will appeal to any job seeker.

News & Media

Forbes

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

The next-gen TM-based gene sets were compiled based on a literature-derived matching score for the chemical-gene association.

Both questionnaires (the questionnaire to be answered by network-management and the one for the staff) will be compiled, based on a systematic literature review of topics relevant to the structures and processes, i.e., how the networks function.

If lists were compiled based on annual admissions to prison per capita, several European countries would outpace the United States.

News & Media

The New York Times

"It's a list that's compiled based on specific policies that we thought were particularly customer friendly — or not," Mr. Marks said.

News & Media

The New York Times

TripAdvisor said its list was compiled based on the average ratings and review provided by travellers to its site – so perhaps it is simply the case that Londoners are more sparing when dishing out praise.

News & Media

Independent

The annual list is compiled based on the opinion of 2,500 consumers and a judging panel of 36 key influencers, which this year included British Fashion Council chief executive Caroline Rush, interior designer Kelly Hopper and fashion  designers Julien MacDonald and Melissa Odabash; who all looked at the brands' authenticity, desirability, innovation and originality.

News & Media

Independent
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Expert writing Tips

Best practice

When using "are compiled based on", ensure that the sources or criteria upon which the compilation is based are clearly and explicitly stated to avoid ambiguity and enhance clarity.

Common error

Avoid using "are compiled based on" without specifying the sources. Vague references undermine credibility. Instead of saying "The report is compiled based on various sources", specify which sources were used like, "The report is compiled based on data from the Bureau of Labor Statistics and the Census Bureau".

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "are compiled based on" functions as a passive construction indicating the origin or foundation of a collection or summary of information. Ludwig AI confirms its correct usage, showing it describes how data or elements are brought together. Examples show it is used to explain how lists, reports, or data sets are created.

Expression frequency: Common

Frequent in

Science

76%

News & Media

21%

Formal & Business

3%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "are compiled based on" is a versatile phrase used to describe how information is gathered and structured according to specific criteria. Ludwig AI confirms its correct usage. It appears frequently in scientific and news contexts, highlighting its utility in objective reporting. When using this phrase, it's important to clearly state the sources or criteria that underpin the compilation. Alternatives like "are derived from" or "are created from" can offer slight variations in emphasis, but the core meaning remains consistent.

FAQs

What does "are compiled based on" mean?

The phrase "are compiled based on" means that something is created or put together using specific information, data, or criteria as its foundation or basis.

How can I use "are compiled based on" in a sentence?

You can use "are compiled based on" to explain how information or data is gathered and organized. For example: "The report's findings "are compiled based on" the latest survey results".

What are some alternatives to "are compiled based on"?

Alternatives to "are compiled based on" include phrases like "are derived from", "are created from", or "are formulated using", depending on the specific nuance you want to convey.

Is it better to say "are compiled based on" or "are based on"?

While both phrases are grammatically correct, "are compiled based on" emphasizes the process of gathering and organizing information, while "are based on" simply indicates a foundation or source. The choice depends on whether you want to highlight the compilation process.

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Source & Trust

82%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: