Extensive collection of data

USAGE SUMMARY

The phrase "Extensive collection of data" is correct and usable in written English.
You can use it when referring to a large and comprehensive set of data gathered for analysis or research purposes. Example: "The extensive collection of data from various sources allowed the researchers to draw more accurate conclusions."

✓ Grammatically correct

Science

News & Media

Academia

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

Memorial is said to have compiled one of the most extensive collections of data about cancer in children of any institution in the country.

The New York Times

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

The SGC has an extensive collection of geospatial data in digital format and geospatial software and has developed Earth Works, Stanfords cross-institutional geospatial discovery application.

Stanford University

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

Expert writing Tips

Best practice

When using "extensive collection of data", specify the source or context of the data to provide clarity and relevance for your audience.

Common error

Avoid assuming that an "extensive collection of data" automatically leads to significant insights. The value of the data depends on its quality, relevance, and the analysis applied.

Linguistic Context

The phrase "extensive collection of data" functions as a noun phrase, often serving as the subject or object of a sentence. According to Ludwig AI, it's a valid and usable phrase in written English.

Expression frequency: Uncommon

Frequent in

Science

40%

News & Media

30%

Academia

20%

Less common in

Formal & Business

5%

Encyclopedias

3%

Wiki

2%

Ludwig's WRAP-UP

In summary, the phrase "extensive collection of data" is grammatically correct and describes a large, comprehensive dataset. Ludwig AI confirms that it's suitable for use in written English. While most frequent in scientific, news and academic writing, you can replace it with terms like "comprehensive dataset" or "detailed compilation of data" for variety. Remember to specify the data's source and context for clarity and avoid overstating its inherent significance. Keep in mind there's an emphasis on the thoroughness and scale of data gathering and organisation with this phrase, and it's suited more for formal contexts. Therefore, avoid it when referring simply to large quantities with less structured accumulation.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

comprehensive dataset

Replaces "collection" with "dataset" and "extensive" with "comprehensive", emphasizing the completeness of the data.

detailed compilation of data

Uses "compilation" instead of "collection" and "detailed" instead of "extensive", highlighting the level of detail in the assembled data.

comprehensive data repository

Focuses on the data's storage and completeness.

substantial body of data

Focuses on the significant quantity of data.

wide range of data

Emphasizes the breadth of data rather than its size.

exhaustive data gathering

Emphasizes that the data gathering was thorough and complete.

large-scale data aggregation

Highlights combining data from many sources on a large scale.

thorough data accumulation

Highlights the process of gathering data in a detailed manner.

broad spectrum of data

Implies variety and comprehensiveness in the types of data collected.

in-depth data aggregation

Focuses on the depth and thoroughness of the data collected.

FAQs

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

You can use "extensive collection of data" to describe a large and comprehensive set of information. For example, "The study relied on an "extensive collection of data" from various sources to draw its conclusions."

What can I say instead of "extensive collection of data"?

Alternatives include "comprehensive dataset", "detailed compilation of data", or "wide range of data depending on the context".

Is it redundant to say "extensive data collection"?

While "data collection" is a common phrase, using "extensive" emphasizes the thoroughness and scale of the data gathering process. It's not inherently redundant if you wish to highlight the comprehensiveness of the effort.

What is the difference between "extensive collection of data" and "large amount of data"?

While both describe a substantial quantity of data, "extensive collection of data" implies a more organized and structured accumulation, whereas "large amount of data" simply refers to the volume, regardless of organization. So "extensive collection of data" refers more to the organization of the data, while a "large amount of data" refers simply to the quantity.