data relies on the

USAGE SUMMARY

The phrase "data relies on the" is correct and usable in written English.
It can be used when discussing the dependence of data on certain factors, sources, or systems. Example: "In this analysis, we must consider how the data relies on the accuracy of the input sources."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

14 human-written examples

Shadbolt explains how collecting the data relies on the power of the crowd.

The Guardian

The analysis of CoGeNT data relies on the ability to distinguish energy deposits which occur near the surface of the detector from those occurring inside its bulk.

The Guardian

The quality of DNA microarray based gene expression data relies on the reproducibility of several steps in a microarray experiment.

Biochemical and Biophysical Research Communications

Successful crop yield prediction with deep learning in regions with little training data relies on the ability to fine-tune pre-trained models.

Stanford University

The ability of a computer algorithm to generate useful solutions from the data relies on the existence of a lot of data.

Columbia University

The choice of TOAR data relies on the possibility of comparing the results with TCTs existing in literature for Landsat satellites.

Open Geospatial Data, Software and Standards

Human-verified similar examples from authoritative sources

Similar Expressions

46 human-written examples

Reliable and repeatable insect thermal mortality data rely on the performance of a heating device.

Journal of Stored Products Research

Most protection techniques for tabular data rely on the formulation of a large mathematical programming problem, whose solution is computationally expensive even for tables of moderate size.

Computers & Operations Research

Budgeting methods that lean heavily on historical data rely on the assumption that the logic that drove those decisions was and will remain sound.

Forbes

Global spherical harmonic models of the Sq field have classically been determined from observatory data, relying on the global observatory network.

Earth, Planets and Space

Our use of these data relied on the conclusion of Cros et al., who reported the validity of applying solar irradiation data to sites within a 30-km radius[38].

Energy, Sustainability and Society

Expert writing Tips

Best practice

When using the phrase "data relies on the", ensure that the connection you are drawing to the source or condition is clear and explicit. For example, specify which assumptions or sources the data is dependent on to maintain transparency and accuracy.

Common error

Avoid implying a stronger dependency than exists. Using "data relies on the" suggests a critical dependency; if the connection is merely supportive or contributory, consider alternatives like "data is informed by" or "data considers".

Linguistic Context

The phrase "data relies on the" functions as a connector, linking data to its foundational elements, assumptions, or sources. According to Ludwig AI, this phrase is grammatically correct and commonly used. The examples show how it sets the stage for explaining dependencies in research and analysis.

Expression frequency: Common

Frequent in

Science

60%

News & Media

20%

Academia

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "data relies on the" is a grammatically sound and frequently used connector that serves to highlight the dependencies of data on specific conditions, sources, or assumptions. Ludwig AI confirms its correctness and common usage across scientific, news, and academic domains. When incorporating this phrase into your writing, clarity is key; make sure to explicitly state what the data depends on to maintain transparency. Remember, using it implies a significant dependence, so ensure the connection is appropriately strong. Alternatives like "data depends on", "data is based on", and "data hinges on" can offer subtle variations in meaning to suit different contexts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data depends on

Replaces "relies" with "depends", indicating a direct relationship of being determined or contingent upon something.

data hinges on

Substitutes "relies" with "hinges", suggesting that the data's validity or outcome is critically dependent on something.

data is contingent on

Replaces "relies" with "is contingent", emphasizing that the data's status is conditional.

data is predicated on

Uses "is predicated" instead of "relies", highlighting that the data is based on or founded on something.

data is based on

A more straightforward alternative, indicating that the data originates from or is constructed upon something.

data stems from

Emphasizes the origin or source of the data, implying a cause-and-effect relationship.

data is derived from

Highlights that the data is obtained or extracted from a specific source or process.

data draws from

Implies that the data takes information or substance from something.

data is influenced by

Focuses on the external factors that have an effect on the data.

data is underpinned by

Indicates that the data is supported or reinforced by a fundamental basis.

FAQs

How can I use "data relies on the" in a sentence?

The phrase "data relies on the" is used to indicate that the validity or interpretation of data is dependent on certain conditions or sources. For example, "The accuracy of the study "data relies on the" quality of the initial measurements."

What are some alternatives to "data relies on the"?

You can use alternatives like "data depends on", "data is based on", or "data hinges on", depending on the specific nuance you wish to convey.

Is it correct to say "data relies on" or "data depend on"?

While "data" is technically plural, it is often treated as singular in common usage. Therefore, "data relies on" is generally accepted. However, using "data depend on" is also grammatically correct, particularly when emphasizing the multiple data points involved.

What does it mean when we say that research "data relies on the" accuracy of self-reporting?

It means that the findings of the research are only as reliable as the honesty and memory of the participants providing the information. If participants misreport or forget details, the research conclusions may be flawed.