data shows

USAGE SUMMARY

"data shows" is correct and usable in written English.
You can use this phrase at the beginning of a sentence to introduce evidence that supports or refutes a claim. For example: "Data shows that increasing the minimum wage will have a positive effect on the economy."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

57 human-written examples

The data shows that".

The Guardian

Our data shows that trend".

The New York Times

"That's what the data shows".

The Guardian

Approvals then slowed considerably, I.R.S. data shows.

The New York Times

Our data shows surprising differences between newspapers.

The Guardian

Latest data shows that it actually contracted by 5%.

The Guardian

Our data shows that it has reduced by 15%.

The Guardian

There are big variations in their usage, IPCC data shows.

The Guardian

Here is what the data shows beyond top line projections.

The Guardian

Human-verified similar examples from authoritative sources

Similar Expressions

2 human-written examples

The data shows your everything.

Huffington Post

OO September Was Warmest on Record, NASA Data Shows.

Huffington Post

Expert writing Tips

Best practice

When using "data shows", ensure the data source is credible and relevant to your claim. Clearly state the data's origin for transparency.

Common error

Avoid stating overly broad conclusions based on limited data. Qualify your statements to reflect the scope and limitations of the data presented.

Linguistic Context

The phrase "data shows" functions as an introductory phrase to present information derived from a specific source. As evidenced by Ludwig, it commonly introduces facts, results, or findings, providing a foundation for further explanation or analysis.

Expression frequency: Very common

Frequent in

News & Media

68%

Science

23%

Formal & Business

9%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "data shows" is a versatile phrase employed to introduce factual information derived from specific sources, as validated by Ludwig. It's deemed grammatically correct and sees widespread use across various platforms, particularly in news, scientific, and business contexts. The phrase maintains a neutral register, fitting diverse audiences. To enhance writing, ensure the data's origin is transparent and avoid overgeneralizations. Ultimately, the phrase serves as an effective means to present evidence and support claims in a clear and objective manner.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

evidence indicates

Replaces "data" with "evidence", focusing on the supporting information.

findings suggest

Uses "findings" instead of "data", emphasizing the results of an investigation.

analysis reveals

Highlights the process of "analysis" and its uncovering of information.

research demonstrates

Emphasizes the "research" aspect and its ability to prove a point.

statistics indicate

Specifically refers to "statistics" as the source of information.

the figures suggest

Uses "figures" to refer to numerical data, conveying a similar meaning.

results point to

Focuses on the "results" and their direction or implication.

studies confirm

Highlights the role of "studies" in validating a claim.

evidence suggests

Replaces "data" with "evidence", broadening the scope of supporting information.

observations reveal

Focuses on "observations" as the basis for the information being presented.

FAQs

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

You can use "data shows" to introduce a fact or result derived from information, such as "Data shows a significant increase in sales after the marketing campaign."

What can I say instead of "data shows"?

Alternatives include "evidence indicates", "findings suggest", or "analysis reveals", depending on the specific context.

Is it correct to say "the data show" instead of "data shows"?

While "data" can be considered plural, "data shows" is more commonly accepted and used in modern English. Using "the data show" is grammatically valid but may sound slightly formal.

What's the difference between "data shows" and "research indicates"?

"Data shows" is a general statement about information, while "research indicates" specifically refers to findings from a systematic investigation.