extensive collection of data

USAGE SUMMARY

The phrase "extensive collection of data" is correct and usable in written English.
It can be used when referring to a large and comprehensive set of information gathered for analysis or research purposes. Example: "The research team presented their findings based on an extensive collection of data gathered over several years."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

10 human-written examples

Sierra Home's Generations Family Tree Millennium Collection fills that particular bill with an extensive collection of data from the Ellis Island station, including immigrant records, census images and ship's passenger lists.

The New York Times - Tech

One subject of the administration's security review will be the Terrorist Identities Datamart Environment, or Tide, the extensive collection of data on more than 500,000 people into which the warning from Mr. Abdulmutallab's father's was entered.

The New York Times

Sierra Home's ambitious Generations Family Tree Millennium Collection ($69.95) includes an extensive collection of data from the Ellis Island station (including immigrant records, census images and ship's passenger lists), Civil War muster rolls, the Social Security Index and landowner records and a search engine programmed for hunting online genealogy information.

The New York Times - Tech

In 1995, reports from the aftermath of Hurricane Opal created a more extensive collection of data.

Wikipedia

First reported Thursday night by the Los Angeles Times and Politico, the new group will use the Obama campaign's extensive collection of data and manpower to push the president's agenda from outside the confines of the Democratic Party structure, while giving grassroots supporters a voice in deciding which issues the nonprofit will focus on.

Huffington Post

Only extensive collection of data and their joint analysis will help to unveil these dependencies and find causal relationships.

Aging Cell

Human-verified similar examples from authoritative sources

Similar Expressions

50 human-written examples

On the other hand, if the imputation model is a latent regression model that contains all cognitive response data and an extensive collection of background data in the form of a contrast-coded set of predictors, as is the case in LSAS, then the family of secondary analysis models that are congenial with the imputation model will be very large.

Large-scale Assessments in Education

An extensive collection of primary data is carried out to describe the main input/output flows associated with the treatment and recovery of each single waste fraction (Mixed Municipal Solid Waste – MMSW, Organic Fraction Municipal Solid Waste – OFMSW, Recyclable Fraction Municipal Solid Waste – RFMSW).

Journal of Cleaner Production

In cases where there is only one phonemic short word-initial syllable, even this syllable can get the stress: : More recently, the most extensive collection of phonetic data so far in Mongolian studies has been applied to a partial account of stress placement in the closely related Chakhar dialect.

Wikipedia

In these cases, the U.S. EPA would have to undertake an extensive collection of raw data from study investigators, which would be costly to the U.S. EPA and burdensome to the research community.

Environmental Health Perspectives

While benefiting from an extensive collection of structural data for nucleoside kinases, the creation of a predictive framework for enantioselectivity in combination with small libraries to probe the model and refine its accuracy through machine-learning algorithms has enable us to identify lead enzyme variants in a very time- and cost-effective manner.

ACS Chemical Biology

Expert writing Tips

Best practice

When describing research findings, use "extensive collection of data" to emphasize the thoroughness of your data gathering process. This highlights the rigor of your methodology.

Common error

Avoid using "extensive collection of data" in casual conversation or informal writing. Opt for simpler terms like "lots of information" or "a wide range of facts" to maintain a natural tone.

Linguistic Context

The phrase "extensive collection of data" functions primarily as a noun phrase. As Ludwig AI suggests, it describes a large and thorough set of information, often used as the foundation for analysis or research. It acts as the subject or object of a sentence, indicating what is being studied or utilized.

Expression frequency: Rare

Frequent in

Science

50%

News & Media

40%

Formal & Business

10%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "extensive collection of data" is a formal phrase used to describe a large and comprehensive dataset, often in academic, scientific, or professional contexts. Ludwig AI indicates that it's grammatically correct but relatively rare. While accurate, it may not be suitable for informal settings. Consider alternatives like "comprehensive dataset" or "large body of information" based on your specific needs and audience. Remember to highlight the thoroughness of your data gathering when using this phrase in research findings.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

comprehensive dataset

Replaces "collection" with "dataset" for a more technical feel and removes "extensive" for conciseness.

large body of information

Uses "body of information" instead of "collection of data", emphasizing the substantial amount of knowledge.

vast accumulation of data

Substitutes "extensive collection" with "vast accumulation" to highlight the gathering aspect.

comprehensive data repository

Replaces "collection" with "repository", suggesting a storage or archive.

substantial database

Uses "database" to imply a structured collection and "substantial" to denote size.

broad range of data

Focuses on the variety within the data rather than just the quantity, using "range" instead of "collection".

detailed data archive

Emphasizes the depth of information and its preservation.

thorough compilation of facts

Replaces "data" with "facts" and "collection" with "compilation", highlighting the factual nature.

wide-ranging data gathering

Focuses on the process of gathering data from multiple sources.

considerable store of knowledge

Uses "store of knowledge" as a more abstract and encompassing alternative.

FAQs

How can I use "extensive collection of data" in a sentence?

You can use "extensive collection of data" to describe a large and thorough dataset. For example: "The study was based on an "extensive collection of data" gathered from multiple sources."

What are some alternatives to "extensive collection of data"?

Alternatives include "comprehensive dataset", "large body of information", or "vast accumulation of data" depending on the context.

Is "extensive collection of data" formal or informal?

"Extensive collection of data" is generally considered a formal phrase suitable for academic, scientific, or professional contexts. Use more casual language in informal settings.

What makes a data collection "extensive"?

A data collection is considered "extensive" when it is comprehensive, detailed, and gathered from a wide variety of sources over a significant period. This implies a high degree of thoroughness and rigor.