data compiled through

USAGE SUMMARY

The phrase "data compiled through" is correct and usable in written English.
It can be used when referring to information that has been gathered or collected using a specific method or source. Example: "The report presents data compiled through extensive surveys conducted over the past year."

✓ Grammatically correct

Science

News & Media

Academia

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

We examine this claim in the context of intra-Jewish conflict in Israel, using original data compiled through multi-site lab-in-the-field experiments and survey responses collected across 20 locations.

Harvard University

Corresponding cardiac catheterization data compiled through the partner cardiac registry initiatives in British Columbia and Nova Scotia were similarly obtained.

BMC Health Services Research

We extract the PPI data for Homo sapiens from the online interaction repository with data compiled through comprehensive curation efforts, Biological General Repository for Interaction Database (BioGRID).

BMC Systems Biology

In a recent study, where the program SeqClean was used to remove vector contamination from our test set of EST data compiled through various library construction systems, however, a significant number of errors remained after preliminary trimming.

BMC Genomics

The aims of this study are to understand analytically the epidemiological links and association between HCV and HIV infections among PWID, and to estimate HIV epidemic potential in this population across MENA countries, using data compiled through the systematic review of HIV and HCV among PWID in MENA [ 2].

AIDS

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

City and school police issued more than 47,000 tickets from 2004 to 2009 and 88percentt of them went to African Americans and Latinos, who are only 74percentt of district students, according to data compiled by activists through public records requests.

Huffington Post

The data, compiled and disseminated through the Internet, CD-ROMs and FAO yearbooks, were used in economic and policy studies and economic forecasting.

Food and Agriculture Organization of the United Nations

If more information is needed, data scientists must decide between using data compiled by the company through the normal course of business, such as through observational studies, and collecting new data through experiments.

Harvard Business Review

Independent researchers have now tried to quantify their damage, poring through data compiled from death reports to conclude that more than 12,000 Iraqis have been killed in at least 1,000 suicide attacks since the American-led invasion.

The New York Times

The same indicator, in this case the ratio of physicians to nursing and midwifery personnel (indicator of skills mix), was measured for different countries through two different types of data sources: household-based labour force survey data (as compiled through the LIS project, see [ 30]) versus the routinely reported data.

Human Resources for Health

That is $60.2 billion out of the total of $71.5 billion from 1996 through 2000, according to data compiled by the Environmental Working Group, a nonprofit organization supporting agricultural conservation.

The New York Times

Expert writing Tips

Best practice

When using "data compiled through", ensure that the method or source of compilation is clearly stated to provide context and credibility.

Common error

Avoid using "data compiled through" without specifying the method or source. For example, instead of saying "the results were based on data compiled through research", specify the type of research, such as "the results were based on data compiled through surveys and experiments".

Linguistic Context

The phrase "data compiled through" functions as a descriptive element, specifying how data was acquired or assembled. It provides context about the methodology or process used to gather the information. Ludwig confirms its usability.

Expression frequency: Uncommon

Frequent in

Science

50%

News & Media

30%

Academia

20%

Less common in

Formal & Business

10%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "data compiled through" is a grammatically correct and usable English phrase, as affirmed by Ludwig. It serves to specify the methodology or process used in gathering data, enhancing the credibility of findings. While commonly found in scientific, academic, and news contexts, ensuring clarity by explicitly stating the compilation method is crucial. Alternatives like "data gathered via" or "data collected through" can be used for variety. Although the phrase occurs less frequently, its proper use indicates methodological rigor.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data collected through

Uses "collected" instead of "compiled", emphasizing the action of gathering data.

data gathered via

Replaces "compiled through" with a more concise prepositional phrase indicating the means of data collection.

data obtained from

Focuses on the source from which the data was acquired.

information derived from

Emphasizes the process of extracting meaningful information from a source.

statistics gathered by means of

More formal alternative, specifying the method used for gathering statistics.

evidence assembled via

Replaces "data" with "evidence", highlighting the use of information to support a claim.

findings based on

Emphasizes the conclusions drawn from the data.

insights gleaned from

Suggests a more careful and insightful process of data analysis.

results generated by

Highlights the process that produced the results.

metrics calculated using

Specifically refers to quantitative data and the method of calculation.

FAQs

How can I use "data compiled through" in a sentence?

You can use "data compiled through" to indicate the method by which data was gathered, for example, "The report presents data compiled through extensive surveys conducted over the past year."

What are some alternatives to "data compiled through"?

Alternatives include "data gathered via", "data collected through", or "data obtained from", depending on the specific context.

Is it better to say "data compiled through" or "data compiled by"?

The choice depends on what you want to emphasize. "Data compiled through" emphasizes the process or method used to gather the data, while "data compiled by" emphasizes the agent or entity responsible for compiling it.

What does "compiled" mean in the context of "data compiled through"?

In this context, "compiled" means that the data was gathered, collected, and often organized or summarized from various sources into a coherent form using a particular methodology or set of procedures.