depend on data

USAGE SUMMARY

The phrase "depend on data" is correct and usable in written English.
You can use it when discussing reliance or necessity for data in decision-making, analysis, or conclusions. Example: "Our research findings depend on data collected from various sources to ensure accuracy."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

52 human-written examples

"These [prediction] methods depend on data," he points out.

MIT Technology Review

"We depend on data," says Dr Scott Drawer, athletic performance manager at England Rugby.

The Guardian - Sport

Smart road technologies will largely depend on data quality and quantity in the future.

Transportation Research Procedia

Online applications such as decision support systems depend on data collected from multiple sources.

Advances in Engineering Software

Moreover, in the period studied, more services that depend on data centers, like cloud computing and streaming of music and movies, became popular.

The New York Times - Tech

When apps and other free online services depend on data to make money, Balkan says they're designed to motivate as much use of a service as possible, and this means they encourage behaviours that are addictive – and not always positive.

The Guardian

Human-verified similar examples from authoritative sources

Similar Expressions

8 human-written examples

This work depends on data from spacecraft.

Cornell University

That service costs $20 to $60 a month depending on data use.

The New York Times - Tech

Of course, data surveillance doesn't depend on cellphones -- it depends on data.

The Washington Post

Each dot represents a single year during 1870 2000, depending on data availability.

Nature

Results show that data preprocessing significantly affect classification performance and depends on data properties.

Analytica Chimica Acta

Expert writing Tips

Best practice

When writing about data-driven processes, clarify which specific data is crucial and why it's essential for the outcome.

Common error

Avoid claiming that a decision or process solely depends on data if other factors like experience, intuition, or qualitative feedback also play a significant role.

Linguistic Context

The phrase "depend on data" functions as a verb phrase, indicating that something relies on or is contingent upon data. Ludwig AI confirms its correct usage and suggests that it describes a relationship of reliance or necessity.

Expression frequency: Very common

Frequent in

Science

42%

News & Media

35%

Formal & Business

23%

Less common in

Academia

0.01%

Encyclopedias

0.01%

Wiki

0.01%

Ludwig's WRAP-UP

The phrase "depend on data" is a grammatically correct and widely used expression that signifies reliance on data for various purposes. As Ludwig AI confirms, it effectively conveys the essential role of data in decision-making, analysis, and conclusions. Its prevalence across diverse fields, including science, news, and business, underscores its versatility and importance. While synonyms like "rely on data" and "be based on data" exist, each carries a slightly different nuance. When using the phrase, ensure clarity regarding the specific data being referenced and avoid overstating its exclusive importance if other factors are also involved. By understanding its nuances and appropriate contexts, writers can effectively communicate the critical role of data in their respective fields.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

rely on data

Synonymous, replacing "depend" with "rely" emphasizes trust and reliance.

be based on data

Focuses on the foundation or basis being data-driven.

hinge on data

Implies that the outcome or result is directly and critically determined by the data.

rest on data

Similar to "be based on", but with a stronger implication of stability and support provided by the data.

be contingent on data

Highlights the conditional nature, where something will only occur if specific data conditions are met.

be predicated on data

Emphasizes that the data is a necessary condition or assumption for something to be true or valid.

draw on data

Suggests actively using data as a resource or source of information.

informed by data

Suggests that decisions or actions are guided and shaped by the insights derived from data.

data-driven

Adjectival form emphasizing that a process or decision is guided by data.

data-reliant

Similar to "data-driven", highlighting the extent of reliance on data.

FAQs

How can I rephrase "depend on data" to sound more formal?

For a more formal tone, consider using phrases like "be contingent on data", "be predicated on data", or "rest on data".

What's the difference between "depend on data" and "be based on data"?

"Depend on data" implies a necessity for data to function, while "be based on data" suggests data serves as the foundation or starting point. The subtle difference lies in the degree of reliance versus origination.

In what contexts is it most appropriate to use "depend on data"?

The phrase is appropriate in contexts where a process, decision, or conclusion relies heavily on the availability and quality of data. This includes scientific research, business analytics, and policy-making where informed decisions are crucial.

What are some common synonyms for "depend on data" that maintain a similar meaning?

Common synonyms include "rely on data", "hinge on data", and "draw on data", each emphasizing a slightly different aspect of the data's importance.