failure of data

USAGE SUMMARY

The phrase "failure of data" is correct and usable in written English.
It can be used in contexts discussing issues related to data integrity, accuracy, or availability. Example: "The project was delayed due to a failure of data, which hindered our ability to make informed decisions."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

9 human-written examples

This is a pretty basic failure of "data standards", and incidentally demonstrates how far ahead in IT are GPs, when compared to their hospital brethren.

The Guardian

Obviously, Trump himself is not a very data-driven president, but the notion that this was some big failure of data doesn't really match with the evidence.

Harvard University

The goal of this chapter is to revisit data warehousing as we know it today, and the issues that have confronted the world of data warehousing leading to lack of adoption and often failure of data warehouses.

Data Warehousing in the Age of Big Data

Otherwise, it replies with '0' which indicates the failure of data to sender node.

Human-centric Computing and Information Sciences

"This was not only a serious failure of data security on Uber's part, but a complete disregard for the customers and drivers whose personal information was stolen.

TechCrunch

In case of failure of data node, hadoop at the same time start using another copy of data.

Journal of Big Data

Human-verified similar examples from authoritative sources

Similar Expressions

51 human-written examples

With the failure of data-driven, charter-driven corporate school reform, we can expect more true believers in school choice to downplay their anti-teacher, anti-union rhetoric and their efforts to micromanage instruction, as they say nice things about after-school and early education programs.

Huffington Post

Missing values indicate technical problems with the device: signal loss (Guardian: 19 patients; Navigator: 1 patient), sensor failure (Guardian: 7 patients; Navigator: 2 patients), interruption of real-time representation of glucose values after delayed recalibration (Guardian) or temporarily failure of data-recording (Navigator: 4 patients).

Diabetes Care

More recent failures of data analysis include the Wall Street crash of 2008, which was accelerated by hugely complicated trading schemes based upon mathematical algorithms.

The New York Times - Books

One of the greatest failures of data science has been the way in which it has devolved from the genuine search for answers into just another tool to lend credibility to the answers we want.

Forbes

Reasons for noncontiguous data included: 1) data capture issues due to change over to electronic medical record systems, 2) temporary failure of electronic data storage programs, 3) lack of surveillance data collection due to temporary vacancy of infection control positions.

BMC Medical Research Methodology

Expert writing Tips

Best practice

When using "failure of data", ensure the context clearly indicates what aspect of data handling or integrity has failed. For instance, specify whether it's a failure of data collection, storage, or analysis.

Common error

Avoid using "failure of data" as a generic term for any problem involving data. Be specific about the nature of the failure; for example, use "data corruption" if the data has been damaged or altered.

Linguistic Context

The phrase "failure of data" functions primarily as a noun phrase. It typically acts as the subject or object in a sentence, describing a state or event related to compromised or deficient information. Ludwig examples show its use in contexts ranging from system malfunctions to security breaches.

Expression frequency: Uncommon

Frequent in

Science

40%

News & Media

30%

Formal & Business

10%

Less common in

Academia

10%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "failure of data" is a noun phrase used to describe a situation where data is compromised or unavailable, as confirmed by Ludwig. While grammatically correct and widely understood, it's essential to use it with specificity to clearly convey the nature of the data issue. Consider alternatives like "data loss" or "data corruption" for enhanced precision. The phrase is generally used in neutral contexts, commonly found in science, news, and formal business settings. Ludwig AI confirms the phrase is usable in English, especially when clarifying the aspect of data integrity that has failed.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data integrity failure

This more explicitly points to the failure of data to maintain its accuracy and consistency.

data integrity violation

This phrase indicates that the integrity of the data has been breached or corrupted.

data corruption

This alternative highlights the idea of data being damaged or altered, rendering it unusable.

data loss

This focuses specifically on the scenario where data is completely lost or irretrievable.

data breach

This refers to a security incident where sensitive data is accessed or disclosed without authorization.

compromised data

This describes data that has been exposed or altered, potentially losing its reliability.

data compromise

This suggests that the integrity or confidentiality of data has been violated.

data unavailability

This highlights the situation where data is not accessible when needed.

data inadequacy

This indicates that the available data is insufficient or inappropriate for the intended purpose.

deficient data

This denotes the data is lacking required components or features.

FAQs

What does "failure of data" mean?

The phrase "failure of data" generally refers to a situation where data is lost, corrupted, or otherwise rendered unusable or unreliable. It can also refer to scenarios where data systems or processes malfunction, leading to inaccurate or incomplete information.

How can I use "failure of data" in a sentence?

You can use "failure of data" to describe various situations, such as "The project's delay was caused by a critical "data corruption" that took weeks to resolve" or "The "system failure" led to a complete failure of data recovery."

What are some alternatives to "failure of data"?

Depending on the context, you could use alternatives like "data loss", "data corruption", "data breach", or "data inaccuracy". Each of these carries a slightly different meaning, so choose the one that best fits the situation.

How does "failure of data" differ from "data error"?

"Data error" generally refers to a specific mistake or inaccuracy within a dataset, while "failure of data" describes a more systemic issue where the data as a whole is compromised or unavailable. A data error can contribute to a failure of data, but the latter is a broader concept.