unnecessary data

USAGE SUMMARY

The phrase "unnecessary data" is correct and usable in written English.
It can be used when referring to information that is not needed or relevant in a particular context. Example: "In order to streamline our analysis, we need to eliminate any unnecessary data from our dataset."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

53 human-written examples

The only security is for government not to collect unnecessary data in the first place.

The Guardian - Opinion

"The Coalition agreement explicitly promised to 'end unnecessary data retention' and restore our civil liberties.

The Guardian

This unnecessary data transmission can be costly to the already constrained objects.

EURASIP Journal on Wireless Communications and Networking

The unnecessary data transmission can be reduced by data fusion process of cluster head node.

EURASIP Journal on Wireless Communications and Networking

The data parser extracts essential information from the input data by eliminating unnecessary data.

Human-centric Computing and Information Sciences

Nevertheless, unneeded communications could sporadically happen because of transferring unnecessary data.

EURASIP Journal on Wireless Communications and Networking

Human-verified similar examples from authoritative sources

Similar Expressions

7 human-written examples

All of them interact seamlessly with the automation framework, avoiding unnecessary data-conversions and allowing their use in autonomous experiments.

Plosone

Unnecessary, since data is obtained from a public data base of anonymized patients.

Journal of Orthopaedics and Traumatology

Our motivation is to suppress the unnecessary transmitted data values between ordinary sensors and aggregator by data prediction.

EURASIP Journal on Wireless Communications and Networking

Qasim Rafiq, a former president of the UCL Islamic Society and spokesman for the Federation of Student Islamic Societies (FOSIS), said: "Giving unnecessary personal data to the police seems to demonstrate a lack of regard for the personal data of its members.

Independent

In addition, it must be free from unnecessary duplicated data.

Relational Database Design Clearly Explained

Expert writing Tips

Best practice

When designing data collection processes, always consider the end goal and only gather information directly relevant to that goal. Avoid collecting "unnecessary data" to streamline analysis and reduce storage costs.

Common error

A common mistake is collecting data without a clear purpose, assuming it might be valuable later. This leads to data hoarding and makes it difficult to extract meaningful insights from the "unnecessary data".

Linguistic Context

The phrase "unnecessary data" functions as an adjective-noun combination. The adjective "unnecessary" modifies the noun "data", indicating that the data is not needed or required. Ludwig AI confirms that it is grammatically sound and widely used.

Expression frequency: Very common

Frequent in

Science

76%

News & Media

14%

Wiki

5%

Less common in

Formal & Business

3%

Encyclopedias

1%

Reference

1%

Ludwig's WRAP-UP

In summary, "unnecessary data" is a common and grammatically correct phrase used to describe information that is not needed or relevant in a given context. Ludwig AI analysis indicates that it's most frequently found in scientific and news-related publications. When using the phrase, consider alternatives such as "redundant information" or "superfluous information" for nuanced meanings. To avoid collecting "unnecessary data", define clear data collection objectives and regularly review your processes.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

redundant information

Focuses on the aspect of repetition or duplication in the data.

unneeded information

Directly indicates that the information is not required.

superfluous information

Highlights the excessive and non-essential nature of the data.

unessential data

Emphasizes that the data is not vital or crucial.

irrelevant data

Emphasizes the lack of connection or importance of the data to the context.

extraneous data

Stresses that the data is external and not integral to the core information.

excess data

Simply points out that there is more data than what is needed.

wasteful data

Focuses on the inefficient use of resources due to the presence of the data.

gratuitous information

Highlights the uncalled-for and often unwelcome nature of the data.

throwaway data

Suggests the data is of little or no value and can be discarded.

FAQs

How can I avoid collecting "unnecessary data"?

Before collecting any data, clearly define your objectives and identify the specific data points needed to achieve them. Regularly review your data collection processes to ensure they remain aligned with your goals.

What are the consequences of storing "unnecessary data"?

Storing "unnecessary data" can lead to increased storage costs, reduced processing efficiency, and potential security risks. It can also make it more difficult to identify and extract meaningful insights from your data.

What's the difference between "redundant information" and "unnecessary data"?

"Redundant information" refers to data that is duplicated or repetitive, while "unnecessary data" encompasses any data that is not relevant or required for a particular purpose. You can find more about "redundant information" here.

What are some alternatives to saying "unnecessary data"?

Depending on the context, you can use alternatives such as "superfluous information", "irrelevant data", or "extraneous data".