all data has been

USAGE SUMMARY

The phrase "all data has been" is correct and usable in written English.
It can be used when referring to the status or condition of data that has been collected or processed. Example: "All data has been analyzed, and the results will be shared in the upcoming meeting."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

32 human-written examples

Since 1993, all data has been entered into a database for Caltrans to use for planning construction and repairs.

University of California, Berkeley

All data has been pseudonymised, which means that anyone included in the model has their name replaced with a unique identifier such as a string of digits.

The Guardian

I emphasize appears because it not only is clear not all data has been put together, to make sense of it, but it is obvious at some point all this knowledge must be analyzed by all parties to maximize our understanding.

University of California, Berkeley

All data has been collected for reporting purposes.  .

Journal of Modern Power Systems and Clean Energy

All data has been taken from the Bureau of Labor Statistics, unless otherwise noted.

Forbes

All data has been collected and will be available for presentation at EHMTIC.

The Journal of Headache and Pain

Human-verified similar examples from authoritative sources

Similar Expressions

28 human-written examples

The company is now investigating reports that not all data had been deleted.

The Guardian

All data have been analysed using the R2 program for analysis and visualization of microarray data (http://R2.amc.nl).

Nature

All data have been georeferenced allowing for their display on ancient world maps and placement into their contemporaneous geopolitical background.

Journal of Archaeological Science: Reports

All data have been mean centered prior to analysis.

Heritage Science

All data have been normalized by the rated capacity.

Journal of Modern Power Systems and Clean Energy

Expert writing Tips

Best practice

When using "all data has been", ensure that you specify what action has been performed on the data (e.g., analyzed, collected, processed) to provide a clear understanding.

Common error

Avoid using "all data has been" without specifying the action performed. For instance, saying "all data has been" is ambiguous; clarify with "all data has been analyzed" or "all data has been verified".

Linguistic Context

The phrase "all data has been" serves as a declaration of completion or status regarding a data set. As shown in Ludwig's examples, it indicates that a specific action, like collection, analysis, or processing, has been performed on the entirety of the available data.

Expression frequency: Common

Frequent in

Science

60%

News & Media

20%

Formal & Business

10%

Less common in

Academia

5%

Encyclopedias

3%

Wiki

2%

Ludwig's WRAP-UP

In summary, the phrase "all data has been" is a grammatically correct and commonly used expression to indicate the completion of an action on a data set. Ludwig confirms its usability across various contexts, particularly in science, news, and formal communication. While the technical accuracy of "data" as plural might suggest "all data have been", the singular form remains widely accepted. When employing this phrase, it is crucial to specify the action performed to ensure clarity and avoid ambiguity. The phrase's neutrality makes it suitable for professional environments.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

the entire data set was

Replaces "all data has been" with a focus on the complete data set and its state.

the complete data set is

Similar to the previous one, but emphasizes the current status of completion.

all the data are

Alters the structure, using "are" to agree with the plural "data".

the data have all been

Reorders the phrase for emphasis.

data is entirely

Focuses on the entirety of the data's status.

the whole data set has been

Uses "whole" to emphasize completeness.

every piece of data is

Highlights individual data points collectively.

all information is

Replaces "data" with the broader term "information".

the full dataset was

Emphasizes the comprehensive nature of the dataset.

every single datum has been

Highlights each individual "datum" for specificity.

FAQs

How can I use "all data has been" in a sentence?

Use "all data has been" to indicate the completion of a process on a data set. For example, "All data has been collected for the study" or "All data has been analyzed to identify trends".

What are some alternatives to using "all data has been"?

You can use alternatives like "the entire data set was", "the complete data set is", or "all the data are depending on the context and the specific nuance you want to convey.

Which is correct, "all data has been" or "all data have been"?

While "data" is technically the plural of "datum", it's often treated as singular in common usage. Therefore, "all data has been" is generally acceptable, although "all data have been" is grammatically more precise.

What does it mean when someone says "all data has been anonymized"?

It means that personally identifiable information has been removed from the data set, making it impossible to trace the data back to specific individuals. Similar phrases are: "data has been de-identified" or "data is now anonymous".