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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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changes to data

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "changes to data" is correct and usable in written English.
It can be used when discussing modifications, updates, or alterations made to data in various contexts, such as data management, analysis, or software development. Example: "The recent changes to data have improved the accuracy of our reports significantly."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

17 human-written examples

"My case with Facebook is going in the right direction but Facebook will only go as far as the Irish authorities push it to go, so it's a very slow process, but we have achieved several things, such as a new privacy policy, and changes to data retention so that certain data has to be deleted after a year.

Further, these libraries are data dependent physical changes to data representation or organization break user programs.

The novel idea is to link rate changes to data structure manipulation operations.

Dapper users use a point and click interface to grab changes to data over time on any website.

News & Media

TechCrunch

The publishers trade group also opposes calls to ban changes to data use policies without user consent.

News & Media

Forbes

Changes to data structures are disruptive, and can have a far reaching impact on existing applications and members of a software development team.

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Human-verified similar examples from authoritative sources

Similar Expressions

43 human-written examples

MySpace is also making a core policy change to Data Availability.

News & Media

TechCrunch

An anomaly, with respect to relational database design, is essentially an erroneous change to data, more specifically to a single record.

This has prompted a fundamental change to data collection, from post-discharge to on-site.

We have re-fitted our data to reflect changes to the data plots.

Science

eLife

Remember that changes to the data must occur at the source data level.

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Expert writing Tips

Best practice

When discussing "changes to data", clearly specify the type and purpose of the changes for better clarity. For example, are the changes related to data format, content, or access permissions?

Common error

Ensure to provide sufficient context when discussing "changes to data". Failing to specify what aspects of the data are changing can lead to confusion. Instead of simply stating 'there were changes to the data', specify 'there were changes to the data format' or 'the data was updated with new information'.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

80%

Authority and reliability

4.3/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "changes to data" functions as a noun phrase, often serving as the subject or object of a sentence. It refers to the alterations, modifications, or updates made to a set of data. Ludwig confirms this usage across various contexts.

Expression frequency: Uncommon

Frequent in

Science

42%

News & Media

33%

Wiki

8%

Less common in

Formal & Business

8%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "changes to data" is a grammatically sound and commonly used expression referring to modifications or updates applied to data. As Ludwig AI indicates, its usage spans across various fields, primarily science and news media. While the phrase is generally neutral, its formality can increase depending on the context. When using "changes to data", it's crucial to provide specific information about the nature of the changes to avoid ambiguity and ensure clear communication. Consider using alternative phrases such as "data modifications" or "data updates" for stylistic variation. Always document any changes to data meticulously to maintain data integrity.

FAQs

How can I describe "changes to data" in a formal context?

In a formal context, consider using alternatives such as "data modifications", "data revisions", or "data transformations".

What verbs are commonly used with "changes to data"?

Common verbs used with "changes to data" include "implement", "apply", "track", "document", and "revert". For example, "We need to implement changes to data storage protocols".

Is it better to say "changes to data" or "data changes"?

Both phrases are grammatically correct. "Changes to data" emphasizes the action or process of changing, while "data changes" is a more concise noun phrase referring to the alterations themselves. The best choice depends on the specific context and desired emphasis.

How do I document "changes to data" effectively?

Effective documentation of "changes to data" includes specifying the date of the change, the nature of the change (addition, deletion, modification), the reason for the change, and the person responsible for the change. Maintaining a clear audit trail is crucial.

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Most frequent sentences: