data is minimized

USAGE SUMMARY

The phrase "data is minimized" is correct and usable in written English.
It can be used in contexts related to data management, privacy, or information processing, indicating that the amount of data collected or retained is kept to a minimum. Example: "In compliance with privacy regulations, we ensure that data is minimized to protect user information."

✓ Grammatically correct

Science

Wiki

News & Media

Human-verified examples from authoritative sources

Exact Expressions

7 human-written examples

In the Rietveld method, the weighted sum of squares residual, S r, between the observed and the calculated intensities of powder diffraction data is minimized in a nonlinear least-squares method.

Nature

The time lag is overcome with the use of open source social media data where people 'report' their own health conditions yet the validity and credibility of the data is minimized.

EPJ Data Science

In this way, the influence of parameters not-likely to fit the data is minimized while the dependence on a nominal point is avoided.

BMC Systems Biology

In their model each component is described with three parameters determined by the nonnegative least squares fit, where the difference between the model at the parameter values and the data is minimized [ 54].

BioData Mining

All three adjustable parameters, the adult reference intakes in 1970 and 2000 and the elimination rate constant, kelim, are varied independently until the value of an objective function reflecting the differences between modeled and empirical data is minimized.

Environmental Health Perspectives

Parameter estimation is an optimization problem, in which an objective or cost function characterizing the deviation of a model prediction from the experimental data is minimized by adjusting model parameters.

Applied Microbiology and Biotechnology

Human-verified similar examples from authoritative sources

Similar Expressions

53 human-written examples

The updating algorithm is based on the sensitivity approach in which the discrepancies between the analytical and experimental modal data are minimized in an iterative manner.

Journal of Sound and Vibration

The annual volume difference between the observed and bias corrected data was minimized to zero.

Environmental Systems Research

Fluctuations of breath-by-breath data were minimized using a six-breath smoothing and consequent 30-s averaging.

Sports Medicine - Open

The effect of such specimen variations on the deviations of data was minimized by using five samples for each variable in the weight fraction and composition ratio.

Applied Adhesion Science

Encoded data were minimized and compacted throughout the unit analysis process until the categories were identified.

BMC Women's Health

Expert writing Tips

Best practice

When discussing data privacy or storage, use "data is minimized" to highlight efforts to reduce unnecessary data collection or retention.

Common error

Avoid using "data is minimized" in contexts where "data is analyzed" or "data is processed" is more appropriate. The phrase specifically refers to reduction, not general handling.

Linguistic Context

The phrase "data is minimized" functions as a passive voice construction, indicating that data undergoes a process of reduction. Ludwig AI confirms its grammatically correct usage.

Expression frequency: Uncommon

Frequent in

Science

71%

News & Media

14%

Wiki

14%

Less common in

Formal & Business

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "data is minimized" is a grammatically correct and relatively uncommon phrase used to describe the action of reducing data, especially in contexts related to privacy, efficiency, and scientific analysis. Ludwig AI confirms its correct usage. The phrase is most frequently found in scientific literature but also appears in news and media. When writing, remember that using "data is minimized" emphasizes active data reduction, particularly in privacy-conscious scenarios, and avoid overusing it in place of more general terms like "data is analyzed".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data is reduced

Changes the verb to a more general term for lessening.

data is limited

Indicates a restriction on the amount of data.

data is curtailed

Suggests a more abrupt or forceful reduction.

data is kept to a minimum

Emphasizes the intention to maintain the smallest possible amount of data.

data is lessened

Similar to "data is reduced" but with a slightly different nuance.

data is trimmed

Implies a precise or careful reduction of data.

data is decreased

Formally indicates a decline in the volume of data.

data is streamlined

Focuses on making data more efficient by reducing unnecessary elements.

data is condensed

Emphasizes the compression of data into a smaller form.

data footprint is reduced

Highlights the overall impact or size of the data being decreased.

FAQs

What does "data minimization" mean in the context of privacy?

In privacy discussions, "data minimization" refers to collecting and retaining only the data that is strictly necessary for a specific purpose. This principle is often emphasized in regulations like GDPR.

How can I use "data is minimized" in a sentence?

You might say, "To comply with privacy laws, the amount of user data collected "data is minimized"."

Is it better to say "data is reduced" or "data is minimized"?

Both are correct, but "data is minimized" often implies a proactive effort to keep data collection to the necessary minimum, while "data is reduced" simply means it has become smaller.

What's the difference between "data is minimized" and "data is limited"?

"Data is minimized" suggests active efforts to reduce data, while "data is limited" implies a restriction on the amount of data that can be collected or used.