develop data

USAGE SUMMARY

"develop data" is a correct phrase and can be used in written English.
It means to collect, organize, and create information or statistics. Example: The research team worked hard to develop data on consumer behavior in order to better understand their target market.

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

45 human-written examples

GE will work with Pivotal on research and development with the aim of helping customers develop data analytics offerings.

TechCrunch

In addition to assisting end user interface development, the same approach can be used to develop data entry mechanisms for medical devices and external systems.

BMC Medical Informatics and Decision Making

Companies seeking to develop data science capabilities face a tight market for talent.

Harvard Business Review

As politicians, it is our duty to develop data governance that keeps people safe and well, before anything else.

The Guardian

Research summary: I develop data science methods to improve online interactions for everyone.

Stanford University

In Section 3.1 we develop data structures that help the search for terms in the vocabulary in an inverted index.

Stanford University

Human-verified similar examples from authoritative sources

Similar Expressions

15 human-written examples

EVentures invests in companies that manage Web sites, create Internet networks and develop data-storage services.

The New York Times

In 1994, the CDC provided money for seven states to develop data-collection systems.

The Economist

Hence, there is a growing need to develop data-driven models.

Chemometrics and Intelligent Laboratory Systems

We develop data-driven algorithms for general linear equations using Gaussian process priors tailored to the corresponding integro-differential operators.

Journal of Computational Physics

To overcome this deficiency, we develop data-based adaptive dynamic programming (ADP) algorithms for completely unknown multi-player systems.

Neurocomputing

Expert writing Tips

Best practice

When using "develop data", ensure the context clearly indicates the process of creating, gathering, or organizing information. Be specific about the methods used to "develop data" to enhance clarity and credibility.

Common error

Don't use "develop data" as a generic substitute for more precise terms like "analyze data" or "interpret data" when the specific action is different from data creation or collection. "Develop data" should refer to the process of bringing new data into existence or structuring existing information.

Linguistic Context

The phrase "develop data" functions primarily as a verb phrase where "develop" acts as a transitive verb and "data" as its direct object. It signifies the action of creating, gathering, or organizing information. Ludwig's examples illustrate its usage in various contexts like research, business, and technology.

Expression frequency: Common

Frequent in

Science

37%

News & Media

31%

Academia

21%

Less common in

Formal & Business

8%

Wiki

2%

Unknown/unmatched sources

1%

Ludwig's WRAP-UP

The phrase "develop data" is a grammatically sound expression commonly used to describe the process of creating, gathering, or organizing data. As Ludwig's analysis and examples show, it is prevalent in scientific, news, and academic contexts. While generally maintaining a neutral and professional tone, it's essential to use "develop data" with precision, ensuring it accurately reflects the intended meaning, rather than broadly substituting more specific actions like analyzing or interpreting data. The phrase's frequency suggests it's a well-understood and widely accepted term across various fields.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

generate data

Focuses on the creation of data, often through a specific process or system.

gather data

Emphasizes the collection of data from various sources.

collect data

Similar to gather data, but can also imply a more organized or systematic approach.

compile data

Highlights the act of assembling data from different sources into a unified format.

acquire data

Implies obtaining data, often through purchase or specific means.

create data

Focuses solely on the act of data creation, without necessarily implying collection or organization.

formulate data

Suggests a more structured and thoughtful approach to data creation or organization.

establish a dataset

Focuses on the creation of a structured and organized collection of data.

build a database

Emphasizes the construction of a structured system for storing and managing data.

extract information

Involves deriving meaningful data from existing sources.

FAQs

How can I use "develop data" in a research context?

In research, "develop data" typically refers to the process of designing experiments, collecting measurements, and organizing findings to create a coherent dataset. You might "develop data" to test a hypothesis or to explore a new phenomenon.

What's a less formal alternative to "develop data"?

Depending on the context, alternatives like "gather data" or "collect data" may be more appropriate in informal settings.

Is "develop data" the same as "analyze data"?

No, "develop data" focuses on creating or collecting data, while "analyze data" involves examining existing data to draw conclusions or identify patterns. These are distinct stages in a research or business process.

Which sources are considered authoritative when using "develop data"?

Authoritative sources for the phrase "develop data" include academic journals, reputable news outlets, and professional business publications. Examples are "Harvard Business Review", "The New York Times", and scientific journals.