data in itself

USAGE SUMMARY

The phrase "data in itself" is correct and usable in written English.
It can be used when discussing the intrinsic value or nature of data, independent of any context or interpretation. Example: "The analysis revealed that data in itself does not provide insights without proper context and interpretation."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

8 human-written examples

For many problems and questions, small data in itself is enough.

The Guardian

And data in itself is hard to find and to compare.

The Guardian

And data – in itself – may be one of the most valuable by-products of any startup.

TechCrunch

"The data in itself was better than our own expectations, especially in a subset of the patient population that doesn't carry this ApoE4 gene," said Jack Gorman, analyst with Davy Stockbrokers.

Forbes

While gene expression data in itself is not evidence of gene regulatory relationships, the co-expression of non-secreted factors is a prerequisite for direct regulatory interactions.

Plosone

Variation data in itself has very little biological meaning.

Genomics, Proteomics and Bioinformatics

Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

If there are, the nodes will transform data and delete information in itself, implementation method showed in section 3.4.

EURASIP Journal on Wireless Communications and Networking

Relying solely on administrative data, in of itself, is not necessarily problematic.

Health & Justice

It can then be used to perform visualization tasks like binding results of a query to a DataGrid control, create views of the data in WinFS itself, or just extract the query string.

Wikipedia

The spokesperson argued that the use of Amazon's big data centres in itself saved electricity - and lessened the carbon footprint of computing.

The Guardian

The fluidity of the data is in itself an indication that "free movement of people" within the union was never meant to be seen as migration – rather as a flexible arrangement beneficial to everyone, by expanding employment horizons and opportunity.

The Guardian - Opinion

Expert writing Tips

Best practice

When using "data in itself", ensure you clarify why the data's isolated nature is relevant to your argument. This phrase is most effective when contrasting the raw data with its potential interpretation or application.

Common error

Avoid assuming that "data in itself" automatically holds value. Without context or analysis, raw data can be meaningless or misleading. Always explain what can (or cannot) be inferred from the uninterpreted data.

Linguistic Context

The phrase "data in itself" functions as a prepositional phrase that modifies a noun (usually "data") to emphasize its inherent qualities or limitations before interpretation. Ludwig AI confirms its usability. For example, "Variation data in itself has very little biological meaning."

Expression frequency: Uncommon

Frequent in

Science

38%

News & Media

38%

Wiki

6%

Less common in

Encyclopedias

2%

Formal & Business

8%

Social Media

0%

Ludwig's WRAP-UP

The phrase "data in itself" refers to information considered in its raw, uninterpreted state. Ludwig AI indicates that the phrase is grammatically correct and usable in a variety of contexts. It appears most frequently in scientific and news-related sources, where the distinction between raw data and analyzed insights is crucial. Related phrases include "data on its own" and "data by itself". When using this phrase, remember to clarify why the data's isolated nature is relevant and avoid overstating its significance without proper context. In essence, "data in itself" serves as a reminder that information gains meaning through interpretation and analysis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data on its own

Replaces "in itself" with "on its own" to convey independence from context.

data by itself

Uses "by itself" instead of "in itself" to emphasize the self-contained nature of data.

the data's inherent nature

Emphasizes the fundamental character of the data itself.

inherent data

Focuses on the intrinsic characteristics of data, omitting the prepositional construction.

data's standalone value

Focuses on the worth of data when considered independently.

intrinsic data value

Highlights the inherent worth of data, adding an evaluative component.

data without interpretation

Explicitly mentions the absence of meaning-making applied to the data.

uncontextualized data

Emphasizes the lack of surrounding information affecting the data.

isolated data points

Highlights the individual, unconnected nature of the data elements.

raw data

Stresses the unprocessed, original state of the information.

FAQs

How can I use "data in itself" in a sentence?

Use "data in itself" when you want to discuss the raw, uninterpreted form of data. For example, "The raw "data in itself" provides limited insights without further analysis."

What does "data in itself" mean?

"Data in itself" refers to data considered in isolation, without context or interpretation. It emphasizes the inherent properties of the data before any analysis is applied.

What are some alternatives to "data in itself"?

Alternatives include "data on its own", "data by itself", or "uncontextualized data", depending on the specific nuance you want to convey.

When is it appropriate to use the phrase "data in itself"?

It's appropriate when you need to distinguish between raw, unprocessed data and the insights derived from analyzing that data. It's also helpful when emphasizing the limitations of data without context.