facing data

USAGE SUMMARY

The phrase "facing data" is correct and usable in written English.
It can be used in contexts where one is addressing or dealing with data, often in a challenging or confrontational manner. Example: "The team is currently facing data that contradicts our initial findings, and we need to reassess our conclusions."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

The approach is versatile facing data constraints, provides evidence to support decisions to scale-up existing investments, and can support and inform the design of new investments.

Marine Policy

Meanwhile, we've seen a series of high-profile sites that rely on cloud infrastruture facing data breaches in the last several months, including Twitter, Evernote, Zendesk and more.

TechCrunch

However, data scientists are facing data deluge issue to uncover the maximum knowledge patterns at fine-grained level for effective and personalized utilization of big data systems [3, 27].

Data Science and Engineering

Whether a new world of consumer facing data mining applications is responded to favorably by industry or whether they see it as a loss of leverage over consumers seems to be a key question.

TechCrunch

Integration of disparate sources of data, developing consistency within the data, standardization of data from similar sources, and improving the confidence in the data especially towards utilizing automated analytics are among challenges facing data aggregation in healthcare systems [ 104].

BioMed Research International

The motivation to collect user facing data does not appear to be borne out of an inherent belief, on the manufacturer's behalf, that this user data would add any significant value in terms of fulfilling their own need to develop more effective devices or indeed learn more about the effectiveness and efficiency of their own device.

BMC Medical Informatics and Decision Making

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

Critics also question why the UIDAI has gone ahead and collected data – demographic and biometric information including an individual's 10 fingerprints, iris scans and perhaps also face data – without the consent and legal authorisation of the Indian parliament.

The Guardian

By extracting and transmitting only faces, data traffic is reduced.

EURASIP Journal on Wireless Communications and Networking

Meanwhile, there's another conundrum companies face: Data purged today could be valuable tomorrow.

Forbes

In other words, reliability engineers often face data with deviations from the assumed model especially when studying failure data.

Journal of Statistical Distributions and Applications

A series of workshops [6, 7] have been performed with scientific users that face data challenges in order gather requirements for a federated data infrastructure.

Journal of Internet Services and Applications

Expert writing Tips

Best practice

When using "facing data", clarify the specific challenge or situation the data presents. This provides context and avoids ambiguity.

Common error

Avoid using "facing data" without specifying the nature of the data or the challenges it presents. Be precise about what aspects of the data are being addressed.

Linguistic Context

The phrase "facing data" functions as a verb + noun structure, where "facing" acts as a present participle modifying the noun "data". It describes an action or state of dealing with data, often in the context of challenges or problems. Ludwig provides examples that demonstrate its use in various domains.

Expression frequency: Uncommon

Frequent in

Science

62%

News & Media

38%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "facing data" is a grammatically correct and usable expression that describes the act of dealing with data, often when challenges are involved. As supported by Ludwig, it is most commonly found in scientific and news contexts, demonstrating a neutral register. When using this phrase, it's best to specify the context or challenge presented by the data to avoid vagueness. While Ludwig confirms its validity, alternative phrases like "addressing data" or "dealing with data" can offer similar meanings with slight variations in emphasis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

working with data

A broad phrase indicating any activity involving data.

addressing data

Focuses on the act of dealing with data directly and methodically.

dealing with data

A general term for managing or working with data.

handling data

Emphasizes the management and processing aspect of data.

tackling data

Implies confronting data-related challenges or problems.

managing data

Focuses on the organization and control of data resources.

encountering data

Highlights the experience of discovering or coming across data.

processing data

Highlights the transformation or manipulation of data.

analyzing data

Focuses specifically on examining data for insights.

interpreting data

Emphasizes understanding the meaning and implications of data.

FAQs

How can I use the phrase "facing data" in a sentence?

You can use "facing data" to describe situations where you are dealing with data-related challenges. For example, "The team is facing data integration issues".

What are some alternatives to "facing data"?

Some alternatives include "addressing data", "dealing with data", or "handling data", depending on the context.

Is it correct to say "faced data" instead of "facing data"?

While "faced" is the past tense of "face", "facing data" typically describes an ongoing situation. "Faced data" might be used to describe a situation already resolved.

What does it mean when a company is "facing data" challenges?

It means the company is encountering problems or difficulties related to its data, such as data breaches, data integration issues, or data overload.