all data are

USAGE SUMMARY

"all data are" is correct and usable in written English.
You can use it when you are discussing data as a plural noun, such as in the statement "All data are collected in the same manner."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

46 human-written examples

All data are expressed as means ± SD.

Nature

All data are complex.

The New York Times

"All data are interesting".

The New York Times

All data are from FRED.

The New York Times

All data are mean±s.e.m.m

Nature

All data are means ± s.e.m.m

Nature

Human-verified similar examples from authoritative sources

Similar Expressions

14 human-written examples

All data is available.

Nature

All data is from www.gov.uk.

Independent

All data is for 2016.

The Washington Post

True, not all data is worth saving.

The New York Times

All data were statistically analyzed.

American Journal of Orthodontics and Dentofacial Orthopedics

Expert writing Tips

Best practice

When using "all data are", ensure that the context clearly refers to multiple data points or a dataset considered in its entirety. Verify that the verb conjugation agrees with the plural "data".

Common error

A common mistake is treating "data" as a singular noun and using "is" instead of "are". Always remember that while "data" is often used in a singular sense colloquially, in formal writing, especially in scientific contexts, it is treated as plural.

Linguistic Context

The phrase "all data are" functions as a subject in a sentence. According to Ludwig AI, this phrase is grammatically correct. It introduces information about data, such as its collection method or presentation style, as illustrated in the provided examples.

Expression frequency: Common

Frequent in

Science

65%

News & Media

25%

Formal & Business

10%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "all data are" is a grammatically sound phrase used to introduce facts or conditions pertaining to a complete dataset. Ludwig AI confirms its correctness and usability. It's commonly found in scientific and news contexts, reflecting a formal and often scientific register. Remember to treat 'data' as a plural noun in formal writing and use "are" accordingly. By considering usage contexts and potential alternatives, you can effectively and accurately communicate your findings.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

the complete dataset shows

Replaces "all data" with "complete dataset" and uses a verb appropriate for a singular noun.

the entire data set indicates

Similar to previous, focuses on the set as a whole and uses a singular verb.

the data is

Uses singular 'is' instead of plural 'are' which is grammatically questionable given the common use of data as plural.

all of the information indicates

Substitutes "data" with "information" and uses a singular verb.

the measurements indicate

Replaces "data" with "measurements", focusing on the process of measurement.

the observations reveal

Substitutes "data" with "observations", emphasizing what was observed or noticed.

every data point reveals

Shifts focus to individual data points, changing the sentence structure and verb agreement.

this evidence suggests

Shifts to a focus on "evidence", altering the sentence's grammatical subject.

these results suggest

Changes the subject to "results", altering the perspective and grammatical structure.

the findings demonstrate

Emphasizes the "findings" derived from the data, requiring a different verb.

FAQs

How do I use "all data are" correctly in a sentence?

Use "all data are" when you're referring to multiple pieces of data collectively. For example, "All data are collected using the same method."

Is it ever correct to say "all data is"?

While you might hear "all data is" in informal contexts, it's generally considered more grammatically correct to use "all data are" in formal writing, especially in academic or scientific fields where 'data' is treated as a plural noun. Though "the data is" becomes acceptable in more general usage.

What's the difference between saying "all data are" and "the data is"?

"All data are" emphasizes the individual data points within a set, treating 'data' as plural. "The data is" treats the entire dataset as a single, unified entity. The choice depends on whether you want to highlight the individual components or the whole.

What are some alternatives to "all data are" that sound more natural?

Depending on the context, you could use phrases like "the results show", "the findings indicate", or "the measurements indicate" to convey a similar meaning while avoiding the potential awkwardness of "all data are".