data relies upon

USAGE SUMMARY

The phrase "data relies upon" is correct and usable in written English.
You can use it when discussing the dependence of data on certain factors, sources, or conditions. Example: "The accuracy of the results is contingent on how well the data relies upon the initial parameters set during the experiment."

✓ Grammatically correct

Science

Academia

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

This means in particular that our interpretation of the data relies upon a hypothesis of eumetazoan monophyly (here represented by Cnidaria + Bilateria).

BMC Evolutionary Biology

Second, use of primary care consultation data relies upon a primary care diagnosis which may introduce misdiagnosis and hence misclassification bias.

BMC Musculoskeletal Disorders

Interpretation of FeNO data relies upon comparison of measured values with predicted ones available from published norms (e.g., fixed values, reference equations or normal values tables) [ 1, 7, 8].

BioMed Research International

Moreover, statistical evaluation of the data relies upon tools often based on linear models, such as ANOVA which require accurate estimates of variance (Bukhman et al., 2008; Daly et al., 2008; Karpievitch et al., 2009; Oberg et al., 2008).

Bioinformatics

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

(c) All data relied upon, including, but not limited to, any Quality Assurance or Quality Control data, in calculating the monthly and annual PAL pollutant emissions.

Cornell University

Data relied upon by the advisory group has been contested by conservationists, with the extrapolated estimate of between 4,000 and 11,000 remaining Leadbeater's possums differing markedly from Lindenmayer's surveyed estimate of up to 2,000.

The Guardian

While the materials or data relied upon in the document view and citation network view are authored by judges, law clerks, legislators, attorneys and law professors, the summary data present in the annotation view is produced by attorney-editors.

Cornell University

Moreover, as industrial organization economists have long understood, cross-sectional price- or profit-concentration studies like those that make up a significant portion of the available data relied upon by critics of modern antitrust are inherently unreliable.

Columbia University

First, these data rely upon retrospective review of billing codes to identify endophthalmitis cases and are dependent upon accuracy and consistency in physician coding.

Journal of Ophthalmic Inflammation and Infection

By ascribing objectivity to a scientific method, two main points are intended: Firstly, by asserting the objectivity of data, relying upon them justifies theories and hypothesis, which are inducted.

European Journal of Futures Research

At this point, RAND's leadership knew that Goure's data, relied upon by both the Pentagon and President Johnson, was questionable at best and decided to pull Goure from the M&M study.

Huffington Post

Expert writing Tips

Best practice

Consider using a more direct alternative like "data depends on" for brevity and impact, especially in less formal writing.

Common error

Avoid constructing overly passive sentences with "data relies upon". Active voice often provides a more direct and engaging style. For example, instead of "conclusions relies upon this data", try "This data supports the conclusions".

Linguistic Context

The phrase "data relies upon" functions as a linking phrase, connecting a piece of information or conclusion to the data that supports or validates it. Ludwig AI indicates that the phrase is grammatically correct. It highlights the dependence of an idea or conclusion on the underlying data.

Expression frequency: Rare

Frequent in

Science

50%

Academia

25%

News & Media

12%

Less common in

Formal & Business

13%

Wiki

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, the phrase "data relies upon" is grammatically correct, albeit relatively rare, way to express that a conclusion, decision, or analysis is dependent on specific data. Ludwig AI confirms its usability. While it appears in various contexts, including science, academia, news, and business, it's most prevalent in scientific and technical writing where precision is valued. Alternatives like "data depends on" or "data is based on" can offer more direct or casual options. When employing this phrase, ensure that the reliance is clearly defined, and consider whether a more active voice might enhance the clarity and impact of your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data depends on

Replaces "relies upon" with the more common and direct "depends on".

data is dependent on

Employs "is dependent on" instead of "relies upon", highlighting the data's need for a particular element to function.

data is based on

Offers a simpler alternative, indicating that the data is the foundation or source of something.

data hinges on

Substitutes "relies upon" with "hinges on", suggesting that the data is crucial for a particular outcome.

data is contingent on

Replaces "relies upon" with "is contingent on", indicating that the data's validity is conditional.

data is predicated on

Uses "is predicated on" instead of "relies upon", implying that the data is a foundational element.

data rests on

Substitutes "relies upon" with "rests on", highlighting the foundational support the data provides.

data draws from

Replaces "relies upon" with "draws from", suggesting that the data is extracted or obtained from a source.

data turns on

Uses "turns on" to convey that something is entirely dependent on the data.

data anchors on

Replaces "relies upon" with "anchors on", suggesting that the data provides stability or grounding.

FAQs

What does "data relies upon" mean?

The phrase "data relies upon" indicates that the validity, accuracy, or interpretation of something is dependent on specific data. It suggests a foundational relationship where the data is essential for a conclusion, decision, or analysis.

Is "data relies upon" formal or informal?

The phrase "data relies upon" can be used in both formal and neutral writing contexts, however, it's often found in scientific and technical writing. For a more casual setting, consider alternatives like "data depends on".

What are some alternatives to "data relies upon"?

Some alternatives to "data relies upon" include "data depends on", "data is based on", "data is contingent on", and "data hinges on". The best choice depends on the specific nuance you want to convey.

How can I use "data relies upon" in a sentence?

You can use "data relies upon" to show how a conclusion or decision is dependent on specific data. For instance, "The study's findings relies upon accurate data collection methods" or "The model relies upon historical data for its predictions".