depending upon the data

USAGE SUMMARY

The phrase "depending upon the data" is correct and usable in written English.
You can use it when discussing a situation or outcome that is contingent on the information or data available. Example: "The results of the experiment may vary, depending upon the data collected during the trials."

✓ Grammatically correct

Science

Wiki

News & Media

Human-verified examples from authoritative sources

Exact Expressions

11 human-written examples

Depending upon the data type (ordered or categorical) a membership function can be assigned quantitatively.

Geoenvironmental Disasters

For all cases, it shows that there are fluctuations up to certain size depending upon the data set.

Human-centric Computing and Information Sciences

Between 1998 and 2010, hires and separations rates fell between100 percent and 38 percent, depending upon the data source.

IZA Journal of Labor Economics

However, depending upon the data availability and priority of the authority responsible for groundwater development and management, indicators and their numbers for the components may vary.

Applied Water Science

The pattern of plots varies widely depending upon the data, specifically the extent of difference between reserved VMs by users and total VMs requested.

Journal of Cloud Computing

First, the resolving power varies depending upon the data set.

BMC Evolutionary Biology

Human-verified similar examples from authoritative sources

Similar Expressions

49 human-written examples

Usability and feasibility will invariably depend upon the data collection systems available at the program level.

BMC Health Services Research

The best choice of the number of neighbors depends upon the data; generally, larger values of neighbors reduce the effect of noise on the classification, but make boundaries between classes less distinct [ 15].

Biomedical Optics Express

Differences between the PBC patients being ELISA positive or negative could not be found depending upon the demographic data.

BMC Gastroenterology

The dilemma with the conflicting evaluation data is three-fold: 1) both sides are correct up to a point, depending upon how the data analyses are conducted; 2) some of the analyses lack statistical controls (specifically gender and/or income) that could make a difference in the outcome; 3) some of the sample sizes are very small--fewer than 100 students).

Huffington Post

It includes an initial airborne LiDAR survey of one island or part of the archipelago, which varies widely in cost depending upon whether the data are sourced from non-profit, government, or commercial organizations.

Carbon Balance and Management

Expert writing Tips

Best practice

When using "depending upon the data", ensure that the data source is clearly identified or easily understood from the context.

Common error

Avoid using "depending upon the data" when the data is irrelevant or has no bearing on the situation being described. Make sure the data directly influences the outcome or decision.

Linguistic Context

The phrase "depending upon the data" functions as a prepositional phrase, modifying a verb or clause. It indicates that a particular outcome, action, or decision is contingent on or influenced by the available data. This use is validated by Ludwig.

Expression frequency: Common

Frequent in

Science

50%

Wiki

25%

News & Media

25%

Less common in

Formal & Business

0%

Encyclopedias

0%

Social Media

0%

Ludwig's WRAP-UP

In summary, the phrase "depending upon the data" is a grammatically sound and commonly used prepositional phrase that expresses conditionality. It is frequently found in scientific, technical, and general writing, indicating that an outcome or decision relies on available data. While Ludwig AI confirms its correctness, remember to use it in contexts where the data's influence is clear. Alternatives like "based on the data" or "according to the data" can be used depending on the specific nuance you wish to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on the data

Focuses on the data as the foundation for a conclusion.

according to the data

Highlights that information comes directly from the data.

data-driven

Emphasizes the data as the primary driver.

as per the data

A more formal way of saying "according to the data".

conditional on the data

Highlights the dependency of something on the data.

contingent on the data

Similar to conditional, but slightly stronger emphasis on possibility.

subject to the data

Indicates that the data can influence or change something.

in light of the data

Suggests a thoughtful consideration of the data.

in accordance with the data

Emphasizes agreement or consistency with the data.

relative to the data

Implies a comparison or assessment in relation to the data.

FAQs

How can I use "depending upon the data" in a sentence?

Use "depending upon the data" to indicate that a result, decision, or action is contingent on the available data. For example, "The optimal strategy will vary, depending upon the data we collect during the initial trials".

What are some alternatives to "depending upon the data"?

You can use alternatives like "based on the data", "according to the data", or "data-driven" depending on the context.

Is it more formal to say "depending upon the data" or "based on the data"?

"Depending upon the data" and "based on the data" are both acceptable in formal contexts. However, "as per the data" might lend a slightly more formal tone.

What does it mean when something is "conditional on the data"?

When something is "conditional on the data", it means its existence, occurrence, or nature is contingent on the data. It highlights a direct dependency.