as collected by

USAGE SUMMARY

The phrase "as collected by" is correct and usable in written English.
It can be used to indicate the source or method of gathering information or data. Example: "The results of the survey were published as collected by the research team over a six-month period."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

48 human-written examples

Using more market-based analysis given the 100,000 square feet of space in the Utah collection of data centers, estimates as collected by Forbes from various experts range from 3 to 12 exabytes.

TechCrunch

We based our rankings on the median home sales prices between July 2007 and June 2008 for each ZIP, as collected by First American CoreLogic, a national real estate data collection and research firm that tracks over 150 million parcels in over 3,000 counties, amounting to 99% of all real estate transactions.

Forbes

We based our rankings on the median home sales prices between July 2006 and June 2007 for each ZIP, as collected by First American CoreLogic, a national real estate data collection and research firm that tracks over 150 million parcels in over 3,000 counties, amounting to 99% of all real estate transactions.

Forbes

Methodology We based our rankings on each ZIP's median home sale price, between July 2006 and June 2007, as collected by First American CoreLogic, a national real estate data collection and research firm that tracks over 150 million parcels in over 3,000 counties, amounting to 99% of all real estate transactions.

Forbes

Heber, V. S. et al. Noble gas composition of the solar wind as collected by the Genesis mission.

Nature

Alliance for Historical Dialogue and Accountability fellow Lura Limani reflects on what stories of migrants, as collected by Professor Luisa Passerini's Bodies Across Borders in Europe project, can teach us about European identity.

Columbia University

Human-verified similar examples from authoritative sources

Similar Expressions

12 human-written examples

I've little doubt that most happiness statistics, such as those collected by the ONS, and happiness economics, as practised by Andrew Oswald, fall into the latter category.

The Guardian

They said Mr. Hadid ran a gangland-style operation, making money through car smuggling and hostage-for-ransom operations, as well as from tithes collected by sympathetic mosques.

The New York Times

All of which were either shown in Britain as early as the 1910s, collected by Britons, or belong to current British galleries.

The Guardian - Arts

This had the effect of equating the aching wail of an Azerbaijani folk tune and a live performance of "I Vespri Siciliani," both sounding equally raspy and rough, as if collected by ethnomusicologists.

The New York Times - Arts

But securing help from these sources isn't easy, as data collected by the 1994 Group, a university mission group, shows: it found that more than 60% of postgraduate students were self-funding their studies during the academic year 2011-12.

The Guardian

Expert writing Tips

Best practice

When using "as collected by", ensure that the entity responsible for the collection is clearly identified to maintain transparency and credibility. This helps readers understand the source and potential biases of the information.

Common error

Avoid using "as collected by" without specifying who collected the data. Vague attribution can diminish the credibility of your statement. Always clearly state the collecting entity.

Linguistic Context

The phrase "as collected by" functions as a prepositional phrase modifying a noun or noun phrase. Ludwig AI indicates it is used to specify the source or the entity responsible for gathering specific data or information. It adds context to the statement by clarifying where the data originates.

Expression frequency: Very common

Frequent in

Science

52%

News & Media

33%

Academia

15%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "as collected by" is a prepositional phrase that provides source attribution, enhancing the credibility of information. Ludwig AI confirms its grammatical correctness and common usage across diverse contexts, particularly in scientific, news, and academic writing. To ensure clarity, it's crucial to specify the entity responsible for data collection. While alternatives like "as gathered by" or "as compiled by" exist, "as collected by" is a direct and effective way to indicate where data originates, promoting transparency and trust in reported findings.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

as obtained by

Focuses on the act of getting or acquiring the information.

as gathered by

Emphasizes the process of collecting information from various sources.

as compiled by

Highlights the arrangement of information into a structured format.

as reported by

Focuses on the act of conveying information to an audience.

according to

Indicates that the information is based on someone else's statement or account.

based on data from

Emphasizes the data used as a foundation for findings.

sourced from

Highlights the origin or provider of the information.

data provided by

Focuses on the act of supplying data for analysis.

as determined by

Emphasizes the process of establishing or ascertaining something.

ascertained via

Indicates a method or means through which the information was discovered.

FAQs

How can I use "as collected by" in a sentence?

Use "as collected by" to indicate the source or method used to gather specific information or data. For example, "The statistics we use include local unemployment rate "as collected by" the U.S. Bureau of Labor Statistics."

What phrases are similar to "as collected by"?

Alternatives include "as gathered by", "as compiled by", or "as obtained by", depending on the specific context of data acquisition or compilation.

Is it necessary to always specify who collected the data when using "as collected by"?

Yes, specifying the source is crucial for transparency and credibility. Without clear attribution, the validity of the information might be questioned. Always include the name of the entity that did the collecting to give context to your statement.

How does the use of "as collected by" affect the tone of a written piece?

Using "as collected by" typically lends a formal and objective tone, indicating that the information is based on systematic data collection rather than anecdotal evidence or personal opinions. This phrase is often used in scientific reports, academic papers, and journalistic articles to convey reliability and accuracy.