fragile data

USAGE SUMMARY

The phrase "fragile data" is correct and usable in written English.
It can be used to describe data that is sensitive, easily corrupted, or requires careful handling. Example: "When working with fragile data, it's essential to implement robust backup systems to prevent loss."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

Rather than a fragile data port, the keyboard uses an infrared transmitter to send letters and numbers to a freestanding organizer inches away.

The New York Times - Tech

Thus, we are focusing mainly on high-capacity fragile data hiding schemes.

EURASIP Journal on Information Security

"The Global Witness report presents misleading, inflated, fragile data and a dubious methodology.

Los Angeles Times

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

Phadikar et al. [26], on the other hand, proposes a tamper detection and correction scheme based on a novel semi-fragile data hiding technique.

Journal of the Brazilian Computer Society

The Fragile Families data is a huge set of longitudinal data in a collection of files and formats on which machine learning and statistical analysis has been, and can continue to be done". "I knew I wanted my thesis to focus on machine learning," said Liu, who has embarked on his senior thesis.

Princeton University

The eight research articles can be roughly categorized into two general areas: (1) robust and fragile digital data protection algorithms and (2) time-frequency-based algorithms for data analysis, classification, and compression.

EURASIP Journal on Advances in Signal Processing

They can also inquire about the three-day Fragile Families data users' workshop that will be held in July at Columbia University.

Princeton University

A new round of Fragile Families data collection: Under the leadership of Sara McLanahan, a new initiative to update the Fragile Families Study is underway, with a focus on adding administrative records, metabolic and immune markers, and measures of methylation.

Stanford University

ARH performed the experiments and analysed the fragile site data.

BMC Evolutionary Biology

Since the estimate of d is also fragile, the data may in fact support any value in the shaded gray area.

eLife

This work investigates the problem of robust dissipative analysis for aircraft flight control systems via non-fragile sampled-data control approach.

Mathematics and Computers in Simulation

Expert writing Tips

Best practice

When dealing with "fragile data", always implement robust backup systems and access controls to prevent data loss or unauthorized access.

Common error

Avoid assuming that "fragile data" is inherently accurate. Always validate the data's integrity and consistency to prevent errors from propagating through your systems.

Linguistic Context

The phrase "fragile data" functions as a noun phrase where the adjective "fragile" modifies the noun "data". As indicated by Ludwig AI, it accurately describes data that is vulnerable and requires careful handling. The examples from Ludwig showcase its use in various contexts to emphasize the sensitive nature of the information.

Expression frequency: Rare

Frequent in

Science

35%

News & Media

35%

Academia

30%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "fragile data" is a valid phrase used to describe data that is vulnerable or sensitive and requires careful handling. Ludwig AI confirms its correctness and usability. While relatively uncommon, its usage spans across scientific, news, and academic contexts. It is crucial to implement robust security measures and validation processes when dealing with "fragile data" to prevent data loss, corruption, or unauthorized access. Alternative phrases include "sensitive data" and "vulnerable data".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

vulnerable data

Replaces "fragile" with "vulnerable", emphasizing the data's susceptibility to harm or compromise.

sensitive data

Focuses on the confidential or private nature of the data, implying fragility in terms of security.

easily corrupted data

Highlights the data's propensity to be damaged or altered, a specific type of fragility.

unprotected data

Suggests a lack of security measures, making the data fragile in the sense of being easily accessed or misused.

at-risk data

Emphasizes the data's exposure to potential threats or dangers.

brittle data

Uses "brittle" metaphorically to suggest data that is easily broken or compromised.

delicate data

Replaces "fragile" with "delicate", which implies a need for careful handling.

compromisable data

Highlights the data's susceptibility to being breached or exposed.

weak data integrity

Shifts the focus to the lack of robustness in the data's structure and validation.

data requiring careful handling

Emphasizes the need for special procedures to protect the data due to its fragile nature.

FAQs

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

You can use "fragile data" to describe data that is sensitive or easily corrupted, such as, "When dealing with "fragile data", implement robust security measures."

What are some synonyms for "fragile data"?

Alternatives to "fragile data" include "sensitive data", "vulnerable data", or "easily corrupted data".

What does "fragile data" refer to?

"Fragile data" refers to data that is easily susceptible to damage, corruption, or unauthorized access. It requires special care and security measures to protect its integrity and confidentiality.

What precautions should I take when handling "fragile data"?

When handling "fragile data", it's crucial to implement strong access controls, encryption, and regular backups to prevent data loss or breaches. Data validation and monitoring are also essential.