extract data

USAGE SUMMARY

"extract data" is a correct and usable phrase in written English.
You can use it when you need to refer to taking specific information from a larger group or body of information. For example, "We need to extract data about customer preferences from the survey results."

✓ Grammatically correct

Science

News & Media

Formal & Business

Academia

Wiki

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Two reviewers will extract data onto customised data extraction forms.

BMJ Open

Until 2013, it was commonplace for Apple to help the government extract data from locked iPhones.

The Guardian - Tech

A free open-source software to extract data points from a graph image.

Nature

AI software, however, can easily extract data and clarify the content of contracts.

Harvard Business Review

F.B.I. technical specialists have been working with companies to figure out how to extract data from phones for years.

The New York Times - Tech

Apple, among other things, engineered its new phone software such that it could no longer extract data for authorities.

The Guardian - Tech

The problem, he said, was finding the money to train personnel to grade the tests and extract data from them.

The New York Times

Some tech companies try using a tedious workaround to extract data from PDFs known as scraping, but it is unreliable.

The Guardian - Opinion

The Office of Management and Budget wants, for example, to extract data from all federal agencies to compare their budgets.

The New York Times

Other AI technologies can also be used to extract data from transactional systems, or to analyze and quantify textual data.

Harvard Business Review

(E) The computational fluid flow model was harnessed to extract data on hydrogel permeability at increasing flow rates.

Nature

Expert writing Tips

Best practice

When describing the process of data extraction, be specific about the source and method used to "extract data". This provides clarity and context to the reader.

Common error

Avoid vague descriptions of data extraction. Instead of saying "data was extracted", specify how the "extract data" was performed, such as "data was extracted using a custom algorithm".

Linguistic Context

The phrase "extract data" primarily functions as a verb phrase, where "extract" acts as a transitive verb describing the action of retrieving or removing specific information ("data") from a source. As confirmed by Ludwig, this phrase is commonly and correctly used in various contexts.

Expression frequency: Very common

Frequent in

Science

37%

News & Media

30%

Formal & Business

15%

Less common in

Academia

13%

Wiki

5%

Reference

0%

Ludwig's WRAP-UP

In summary, "extract data" is a grammatically sound and widely used phrase that describes the action of retrieving specific information from a larger source. As Ludwig AI confirms, it is commonly and correctly used in various contexts, particularly in scientific, news, business, and academic domains. While the phrase is suitable for both formal and informal writing, it is crucial to specify the source and method of extraction to avoid vagueness. Consider alternatives like "retrieve data", "gather data", or "obtain data" to add variety to your writing depending on the specific nuance you want to convey. Overall, understanding its proper usage ensures clarity and precision in conveying information.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

retrieve data

Focuses on getting the data back, emphasizing the recovery aspect.

gather data

Emphasizes the collection process, often from multiple sources.

obtain data

Highlights the acquisition aspect, suggesting effort or process.

mine data

Implies a deeper, more analytical process to uncover valuable information.

derive data

Stresses the origin or source from which the data is obtained.

pull data

Informal way to describe data extraction.

glean data

Suggests collecting data bit by bit from various places, often implying difficulty.

harvest data

Implies gathering data in large quantities, like a crop.

draw data

Focuses on selecting or taking data, often with a specific purpose.

capture data

Emphasizes recording or seizing data, often in real-time or from dynamic sources.

FAQs

How can I use "extract data" in a sentence?

You can use "extract data" to describe the process of retrieving specific information from a source, as in "Researchers used specialized software to "extract data" from the patient database".

What are some alternatives to saying "extract data"?

Depending on the context, you could use phrases like "retrieve data", "gather data", or "obtain data" to convey a similar meaning.

What is the difference between "extract data" and "collect data"?

"Extract data" implies retrieving specific pieces of information from a larger dataset, while "collect data" generally refers to gathering data from various sources to create a new dataset.

Is it appropriate to use "extract data" in formal writing?

Yes, "extract data" is suitable for formal writing, especially in technical, scientific, or business contexts where the precise retrieval of information is discussed. Ludwig provides several examples across different fields that validate this.