data may vary

USAGE SUMMARY

The phrase "data may vary" is correct and usable in written English.
It can be used to indicate that the information or statistics being presented are not fixed and can change over time or under different circumstances. Example: "Please note that the results of the survey are subject to change, as data may vary based on participant responses."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

26 human-written examples

The coverage and accuracy of pipeline data may vary regionally but we are not aware of any more consistent publicly available global product with comparably high spatial accuracy.

Nature

While their views on the gathering this data may vary, privacy groups uniformly agree that the real issue is what happens to the photos after they are taken: how long they are stored and by whom; how secure the data is and whether it might be shared with third parties.

The New York Times

In other words, it is assumed that the input data may vary independently.

Journal of Industrial Engineering International

The third-party firms' data may vary from the actual App Store listings, but we checked the App Store directly several times yesterday as well as this morning, and saw YouTube at the top.

TechCrunch

Because the power system data may vary regularly in normal operation but dramatically change in a fault or disturbance, the real PMU data in a fault event are used as inputs as shown in Fig. 5.

Journal of Modern Power Systems and Clean Energy

In the following, C denotes a generic constant depending only on (bar{m}), (tilde{m}), (tilde{n}), (a_{0}), (C^{0}), (underline{s}_{0}), μ, λ, and the initial data may vary in different estimates; we write (C alpha)) to emphasize that C depends on α.

Boundary Value Problems

Human-verified similar examples from authoritative sources

Similar Expressions

34 human-written examples

Often, data-types, data-formats and data-representation of the same information may vary between executable modules in a pipeline workflow, especially when a heterogeneous workflow includes tools developed by different groups and for different purposes.

Plosone

The smallest number that will give acceptable performance will depend on the experimental noise of the data and may vary between data sets.

Plosone

Systems for processing continuous monitoring queries over data streams must be adaptive because data streams are often bursty and data characteristics may vary over time.

Stanford University

Given the variability in the sensitivity of detecting various classes of comorbidities by data collection method, the optimal choice for data collection may vary based on the population studied, the outcome of interest, and question to be answered.

BMC Anesthesiology

DTW is widely used for comparing time series data, due to its strength to capture the variation in data that may vary owing to different speed.

BMC Systems Biology

Expert writing Tips

Best practice

When using "data may vary", clearly specify the factors that cause the variation to provide context and avoid ambiguity.

Common error

Avoid using "data may vary" as a vague disclaimer. Always provide specific reasons or conditions under which the data changes to maintain credibility.

Linguistic Context

The phrase "data may vary" functions as a qualifier, indicating that the information presented is not static and is subject to change. It serves to manage expectations and introduce a degree of uncertainty, as supported by Ludwig's examples.

Expression frequency: Uncommon

Frequent in

Science

70%

News & Media

20%

Formal & Business

10%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "data may vary" serves as a crucial qualifier, alerting audiences to potential fluctuations and inconsistencies in reported information. Ludwig AI's analysis shows this phrase to be grammatically correct and commonly found in scientific and news contexts, where precision and transparency are vital. When using this phrase, it is best practice to provide specific reasons for the variation to avoid ambiguity. Be careful to avoid overgeneralization by providing only specific reasons.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data might differ

Replaces "may" with "might", softening the degree of possibility.

data can fluctuate

Suggests a more active and dynamic variation over time.

data could diverge

Implies a splitting or moving away from a common point.

data potentially differs

Adds emphasis on the potential for differences.

information might be different

Substitutes "data" with "information" for broader applicability and "may vary" with "might be different".

figures may fluctuate

Replaces "data" with "figures", focusing on numerical information.

results can differ

Shifts focus to the "results" derived from the data.

outcomes might not be the same

Emphasizes variability in "outcomes" rather than data itself.

statistics may diverge

Specifically refers to variability in "statistics".

values may be inconsistent

Focuses on the potential for "values" within the data to be inconsistent.

FAQs

How can I use "data may vary" in a sentence?

Use "data may vary" to indicate that information is subject to change based on specific conditions or sources. For example, "The reported figures are estimates, and "data may vary" depending on the collection method".

What are some alternatives to "data may vary"?

Alternatives include "data might differ", "figures may fluctuate", or "results can differ", depending on the context.

Is it better to say "data may vary" or "data might vary"?

Both are grammatically correct, but "data might vary" suggests a slightly lower probability of variation than "data may vary". The choice depends on the intended nuance.

What does it mean when a report says "data may vary"?

It typically means that the reported information is not fixed and can change due to several factors, such as different sources, collection methods, or time periods. Further details should be provided to understand the reasons for the potential variation.