all of the data are

USAGE SUMMARY

The phrase "all of the data are" is correct and usable in written English.
It can be used when referring to multiple pieces of data, emphasizing that data is treated as a plural noun. Example: "All of the data are consistent with our initial findings, indicating a strong correlation."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

46 human-written examples

All of the data are presented as mean ± SEM.

Nature

All of the data are rendered in images and itemized in a database.

Harvard University

All of the data are stored in a public table (or tables) that can be accessed via Google Drive, and allows different users to add information to the tables.

Massachusetts Institute of Technology

Additional FDA-required testing has been completed and all of the data are being submitted to the FDA so that a clinical trial of the Jarvik 2015 VAD can begin.

Seminars in Thoracic and Cardiovascular Surgery: Pediatric Cardiac Surgery Annual

The academic database, in which all of the data are collected for a defined subset of patients, is designed to investigate a specific population of patients to generate new knowledge.

Seminars in Thoracic and Cardiovascular Surgery: Pediatric Cardiac Surgery Annual

Under a fully uncertain environment where all of the data are stated as fuzzy, presenting the reasonable range of values for the decision variables may be comparatively better than the currently available crisp solutions so as to provide ranges of flexibility to decision makers.

Knowledge-Based Systems

Human-verified similar examples from authoritative sources

Similar Expressions

14 human-written examples

More than that, Singhal wants to be sure all aspects of the data are properly in harmony with your desires.

The Guardian - Tech

"Not all of the data was encrypted".

The Guardian - Opinion

"Most if not all of the data were reassuring.

The New York Times

All of the data were analyzed through descriptive statistics.

Procedia - Social and Behavioral Sciences

All of the data was backed up, but it was still an incredible hassle.

The New York Times

Expert writing Tips

Best practice

When using "all of the data are", ensure that the context clearly defines what "data" refers to. This avoids ambiguity and strengthens the statement's impact.

Common error

Avoid using a singular verb with "data" when intending to convey a plural sense. Remember, "data" is often treated as plural in formal writing; thus, it should be paired with a plural verb like "are".

Linguistic Context

The phrase "all of the data are" functions as a determiner phrase followed by a verb, indicating a state or condition of the data. As Ludwig AI shows, this phrase is commonly used in scientific and academic contexts to express a collective characteristic of the dataset.

Expression frequency: Very common

Frequent in

Science

78%

Academia

10%

News & Media

12%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "all of the data are" is a grammatically correct phrase predominantly used in formal and scientific contexts to emphasize the comprehensive nature and collective state of a dataset. As Ludwig AI indicates, it frequently appears in scientific and academic writing. While commonly used, maintaining proper subject-verb agreement and considering alternative expressions like "the complete data set is" can enhance clarity and precision. Ensure the term "data" is clearly defined to avoid ambiguity and solidify the impact of your statement.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

the full data is

A more concise way of saying that all information has been included.

the complete data set is

Replaces 'all of the data' with 'the complete data set', focusing on the set as a whole.

the whole data set is

Highlights that the entire data collection is being considered.

the entirety of the data is

Changes the focus to the entirety of the data, emphasizing the whole set.

the data in its entirety is

More formal and emphasizes the comprehensiveness of the data.

all data points are

Focuses on data points as individual components, while retaining completeness.

every piece of data is

Breaks down the data into individual pieces, implying thoroughness.

every data point is

Emphasizes individual data points within the entire set.

the sum of the data is

Implies that all data are summed or collectively considered.

the entirety of the information is

Expands 'data' to 'information' providing a broader scope of context.

FAQs

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

Use "all of the data are" when you want to emphasize that every piece of information within a set supports a particular conclusion or exhibits a certain characteristic. For example, "All of the data are consistent with the hypothesis."

Is it correct to say "all of the data is"?

While "data" is increasingly used as a singular noun in informal contexts, in more formal or scientific writing, it's preferred to treat it as plural. Thus, "all of the data are" is generally considered more correct in formal settings.

What are some alternatives to "all of the data are"?

You can use alternatives like "the complete data set is", "every data point is", or "the full data is" depending on the specific nuance you want to convey.

When should I use "all of the data is" vs. "all of the data are"?

Use "all of the data is" in informal contexts where treating "data" as singular is acceptable. In formal or scientific writing, use "all of the data are" to maintain grammatical correctness and precision.