confronting data

USAGE SUMMARY

The phrase "confronting data" is correct and usable in written English.
It can be used when discussing the act of facing or dealing with data that may be challenging, uncomfortable, or revealing. Example: "In our analysis, we must be willing to confront the data, even if it contradicts our initial assumptions."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

A recent study in the French adult population of reproductive age (20 39 yrs), confronting data from serosurveys in pregnant women to those of the Sentinelles Network, estimated at 4∶1 this ratio [48].

Plosone

The capture-recapture procedure in epidemiology consists in confronting data from at least two independent sources, collecting cases in the same area in order to estimate the total number of cases, and assessing the completeness of each data source [ 13].

BMC Medical Research Methodology

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

And if it's confusing or even frightening to confront data like this initially, given its importance?

The New York Times

This study aimed at developing an automatic method to propose a reasonable number of upstream regulatory candidates from lists of various regulated molecules by confronting experimental data with encyclopedic information.

BMC Systems Biology

Story lines become self-perpetuating, confronting new data with a strong confirmatory bias, exaggerating the consistency of any new data with the storyline, and keeping out potentially disconfirming data.

Annals of Behavioral Medicine

All these aspects have to be borne in mind when confronting different data sets.

Progress in Earth and Planetary Science

This paper presents the results from physical investigations confronting experimental data to quantitative tools (analytical solution, computer model).

Chemical Engineering Science

From the perspective of a working scientist and of what is needed logically for a dynamical theory when confronting empirical data, the adaptive landscape is useful both metaphorically and quantitatively, and has captured an essential aspect of biological dynamical processes.

Journal of Genetics and Genomics

Here's one thing that's certain in the next 10 years: We will put "the smarts" in everything:  smart homes, smart cars, smart health, smart robots, smart science (confronting the data deluge), smart crowds and human-computer systems, smart interaction (virtual and augmented reality).

Science Magazine

The relationships between each ecosystem attribute and pressure should be established formally by confronting the data (or model output) with alternative mathematical functions and performing a model selection analysis.

Plosone

However, after confronting their data and ours, we noticed that actually only 5 Esv genes did not have any correspondence in A. baylyi including 2 from phage origin and 3 putative transcriptional regulators (Table 3).

Plosone

Expert writing Tips

Best practice

When using "confronting data", ensure that the data presents a challenge, contradiction, or unexpected insight that requires careful consideration.

Common error

Avoid using "confronting data" when the data analysis is routine or doesn't present a significant challenge. Opt for more neutral terms like "analyzing data" or "examining data" in those scenarios.

Linguistic Context

The phrase "confronting data" functions as a gerund phrase acting as an adjective, modifying the noun it precedes. It describes the action of facing and dealing with information, especially when that information presents a challenge or contradiction, similar to what Ludwig AI explains.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

40%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "confronting data" is used to describe situations where one is actively addressing challenging or contradictory information. According to Ludwig AI, the phrase is grammatically correct, but it should be used when the data presents a genuine difficulty or contradiction, not in routine analytical contexts. The phrase is more frequently found in scientific and news-related contexts, suggesting a neutral tone suitable for professional communication. Related phrases, such as "dealing with data" or "analyzing data", can be used in less challenging scenarios.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

wrestling with data

Emphasizes the struggle and effort required to understand or use the data.

grappling with data

Implies a struggle to understand or resolve issues presented by the data.

dealing with data

A more general term for managing data, without the implication of difficulty or opposition.

analyzing data

Focuses on breaking down data to understand its components, rather than directly addressing challenges.

handling data

Similar to dealing with data, but emphasizes the practical management of information.

interpreting data

Emphasizes understanding the meaning of data, moving away from the active challenge.

working with data

Focuses on the practical application of data, with less emphasis on confronting challenges.

examining data

Highlights scrutiny and investigation of data, diluting the sense of challenge.

navigating data

Highlights the process of moving through complex data, without a confrontational tone.

assessing data

Centers on evaluating the quality and relevance of data, not necessarily dealing with difficult aspects.

FAQs

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

You can use "confronting data" to describe situations where one is faced with challenging or contradictory data that needs to be addressed. For example, "The research team was tasked with confronting the conflicting data from the initial experiments."

What does "confronting data" mean?

"Confronting data" refers to the act of facing, analyzing, and interpreting data that presents challenges, contradictions, or unexpected results. It implies a proactive approach to understanding and resolving issues arising from the data.

What can I say instead of "confronting data"?

You can use alternatives like "dealing with data", "analyzing data", or "interpreting data" depending on the context.

When is it appropriate to use the phrase "confronting data"?

It's appropriate to use "confronting data" when the data presents a significant challenge, contradiction, or unexpected insight that needs to be addressed. It suggests a proactive and determined approach to understanding and resolving issues arising from the information.