extensive data from

USAGE SUMMARY

The phrase "extensive data from" is correct and usable in written English.
You can use it when referring to a large amount of information obtained from a specific source or study. Example: "The research findings were based on extensive data from various surveys conducted over the past decade."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Extensive data from the literature have been analysed to test the validity of the model.

Chemical Engineering Science

Extensive data from experimental tests and finite element modelling were used to develop a new joint strength formulation.

Composite Structures

J.G.C. compiled extensive data from the research community and the literature, and was a dedicated glaciologist and pioneer in glacier mass-balance studies.

Nature

Using extensive data from Miami-Dade, the authors compared the average achievement of teachers' students in the year before the students were assigned to them.

Stanford University

But a new study, drawing on extensive data from Norway, found potentially dramatic benefits for older children when their parents had more opportunity to stay at home.

Stanford University

Reclaim's strategy is to demand extensive data from municipalities and school districts, requests that are used to burden and shame public employees, furthering Reclaim's libertarian and so-called alt-right political agenda throughout the state.

The New Yorker

Using extensive data from the literature, it is shown that it is the decreasing crack-tip driving force with length that causes the crack arrest phenomenon.

Acta Materialia

We used extensive data from attic-dwelling bat surveillance conducted throughout Slovakia to assess species responses to the degree of naturalness of the landscape surrounding their anthropogenic roosts.

Mammalian Biology

This includes extensive data from the Antarctic continental slope and shelf regions during the winter months, which is outside the conventional areas of Argo autonomous floats and ship-based studies.

Nature

The group also visited peer institutions, such as Harvard, Yale, Dartmouth and Rice, to learn about their housing systems, and reviewed extensive data from other departments and offices at Stanford.

Stanford University

Numerical results combined with extensive data from interferometric, accelerometric, dynamometric and surface roughness measurements allowed to determine critical excitation frequencies and the corresponding vibration modes, which have the largest influence on the performance metrics of the vibration drilling process.

Journal of Sound and Vibration

Expert writing Tips

Best practice

When using "extensive data from", clearly specify the source of the data to enhance credibility and allow readers to verify the information.

Common error

Avoid presenting "extensive data from" a particular source as universally applicable without acknowledging potential biases or limitations inherent in the data collection or analysis methods.

Linguistic Context

The phrase "extensive data from" functions as a prepositional phrase that introduces the source of a substantial dataset. It typically modifies a noun, indicating the origin of the data used for analysis or conclusions. According to Ludwig, the phrase is grammatically correct and usable.

Expression frequency: Very common

Frequent in

Science

60%

Academia

22%

News & Media

13%

Less common in

Formal & Business

3%

Wiki

2%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, the phrase "extensive data from" is a grammatically sound and widely used way to indicate that information is derived from a large and reliable source. Ludwig AI confirms its grammatical correctness. It is most commonly found in scientific and academic contexts, lending credibility to research and analysis. When using this phrase, be sure to clearly identify the data's source. Alternative phrases like "comprehensive information derived from" or "substantial evidence obtained from" can be used to add variety to your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

comprehensive information derived from

Replaces "extensive data" with "comprehensive information" and "from" with "derived from".

substantial evidence obtained from

Substitutes "extensive data" with "substantial evidence" and "from" with "obtained from".

thorough dataset originating from

Replaces "extensive data" with "thorough dataset" and "from" with "originating from".

detailed findings based on

Changes "extensive data" to "detailed findings" and "from" to "based on".

wide-ranging statistics compiled from

Replaces "extensive data" with "wide-ranging statistics" and "from" with "compiled from".

in-depth knowledge gathered from

Substitutes "extensive data" with "in-depth knowledge" and "from" with "gathered from".

ample documentation sourced from

Replaces "extensive data" with "ample documentation" and "from" with "sourced from".

considerable research drawn from

Changes "extensive data" to "considerable research" and "from" to "drawn from".

significant insights gleaned from

Replaces "extensive data" with "significant insights" and "from" with "gleaned from".

large-scale analytics based upon

Substitutes "extensive data" with "large-scale analytics" and "from" with "based upon".

FAQs

How can I use "extensive data from" in a sentence?

Use "extensive data from" to introduce information derived from a specific, large source. For example, "The study utilized "extensive data from" the national census to analyze demographic trends."

What are some alternatives to "extensive data from"?

You can use alternatives like "comprehensive information derived from", "substantial evidence obtained from", or "thorough dataset originating from", depending on the specific context.

Is it better to say "extensive data from" or "a lot of data from"?

"Extensive data from" is more formal and suggests a systematically collected and analyzed dataset. "A lot of data from" is more informal. The better choice depends on the context and your desired level of formality.

What does "extensive data from" imply about the source?

It implies that the source provides a large amount of detailed information, which allows for in-depth analysis and more reliable conclusions.