as data that

USAGE SUMMARY

The phrase "as data that" is not standard in written English and may cause confusion.
It could be used in contexts where you are specifying or qualifying data in relation to something else, but it is not commonly seen. Example: "The results were analyzed as data that could inform future research."

⚠ May contain grammatical issues

Human-verified examples from authoritative sources

Exact Expressions

52 human-written examples

Gartner analyst Doug Laney has characterized Big Data as "data that's an order of magnitude greater than data you're accustomed to". Ed Dumbill, program chair for the O'Reilly Strata Conference, describes Big Data as, "data that exceeds the processing capacity of conventional database systems.

Forbes

Or as data that indicates the initial assumptions were flawed, triggering further tests?

Harvard Business Review

However, it does receive some information to prevent fraud, such as data that identifies devices.

The Washington Post

We presented what we expected to happen and what did and show the data that supports our claims as well as data that contradicts them, if any.

Cornell University

These dependencies may serve as data that allow to predict heat build-up of coated surfaces as a consequence of the absorption of solar energy.

Progress in Organic Coatings

"We need to approach failure and difficulty and struggle as data that teach us what we should do with our lives," he said.

The New York Times

Human-verified similar examples from authoritative sources

Similar Expressions

8 human-written examples

But NICS is only as good as the data that's put into it.

The New York Times

These capabilities included a set of sensors that collect environmental data as well as driving data that is uploaded to Tesla's machine learning servers.

Harvard Business Review

A separate database that focuses on sectarian violence draws on American reports as well as Iraqi data that is deemed to be generally reliable.

The New York Times

But businesses should hire GIS professionals and remember that the analyses are only as good as the data that go in.

The New York Times - Tech

In an e-mail, the researcher noted, "The predictions from the computation can only ever be as good as the data that has been generated.

The New Yorker

Expert writing Tips

Best practice

Instead of using "as data that", opt for clearer and more grammatically sound alternatives such as "data which", "information that", or "evidence that" to ensure your writing is easily understood.

Common error

Avoid unnecessarily complex sentence structures by replacing "as data that" with simpler and more direct phrasing. This enhances readability and clarity in your writing.

Linguistic Context

The phrase "as data that" attempts to function as a relative clause, aiming to specify or qualify the type of data being discussed. However, it's not a standard or clear construction. According to Ludwig AI, the phrase is not standard in written English.

Expression frequency: Missing

Frequent in

Science

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News & Media

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Formal & Business

0%

Less common in

Science

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News & Media

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Formal & Business

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Ludwig's WRAP-UP

In summary, the phrase "as data that" is non-standard and potentially confusing in English. Ludwig AI indicates that it is not a common or recommended phrase. Instead, clearer alternatives such as "data which", "information that", or "evidence that" should be preferred to ensure grammatical correctness and clarity in writing. Using standard and recognized phrases will enhance understanding and credibility.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data which

This alternative is more direct and grammatically standard, replacing "as data that" with a simple relative pronoun.

information that

This alternative replaces "data" with "information", which might be more appropriate depending on the context, and uses a standard relative clause.

evidence that

This alternative suggests that the data serves as proof or support for something, changing the focus slightly.

insights showing

This alternative implies that the data provides understanding or reveals something, which alters the original meaning.

statistics indicating

This alternative is more specific, referring to numerical data that points to a particular conclusion.

records confirming

This suggests that the data validates or verifies something, adding a layer of certainty.

metrics reflecting

This alternative is suitable when the data quantifies or mirrors a particular aspect.

observations revealing

This highlights the act of noticing or perceiving something through the data.

analysis demonstrating

This implies a process of examining data to prove or illustrate a point.

findings suggesting

This indicates that the data implies a particular outcome or conclusion, without definitively proving it.

FAQs

What are some alternatives to "as data that"?

You can use alternatives like "data which", "information that", or "evidence that" depending on the context.

Is "as data that" grammatically correct?

The phrase "as data that" is not standard in English and might sound awkward. It's better to use more common and grammatically correct alternatives.

How can I use "data which" instead of "as data that"?

Replace "as data that" with "data which" to directly specify the data's attributes. For example, instead of "analyzed as data that could inform future research", use "analyzed as data which could inform future research".

In what contexts is "information that" a better choice than "as data that"?

Use "information that" when referring to organized or processed data that provides context or meaning. It offers a more polished and standard way to phrase the sentence.