intensive data

USAGE SUMMARY

"intensive data" is a correct phrase in written English.
You can use it when referring to a large quantity of data which is either complicated or conducted in a detailed way. For example, "The researchers collected intensive data on the species' movements over a period of ten years."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

42 human-written examples

A company can change its demand patterns in three ways, all of which may require intensive data collection and analysis.

Harvard Business Review

The bill comes after Mr. Levy rejected the mayor's recommendation to apply Compstat, the intensive data collection system used by the Police Department, to the Board of Education.

The New York Times

Mr. Green has said he will keep Compstat, the intensive data collection system used by the Police Department; precinct accountability; and quality-of-life policing.

The New York Times

A purposeful smartwatch, as far as we have seen, would intuitively combine intensive data collection for a more quantified self with the ability to surface notifications.

The New Yorker

Moreover, like the basic FSM model, HCFSMs are good for describing control logic, but not for intensive data computation.

University of California, Berkeley

The introduction of a database solves the problem of highly intensive data acquisition, storage, and quick retrieval.

Smart Energy Grid Engineering

Human-verified similar examples from authoritative sources

Similar Expressions

18 human-written examples

Williams has tended to work on intensive, data-heavy research problems, which take a substantial amount of time to complete and turn into published papers.

Massachusetts Institute of Technology

"It could lead to a whole population of students being deprived of the intensive, data-driven services that they require to make meaningful progress".

The New York Times

For those who advocate such labor-intensive data schemes, the fate of the Mundaneum may offer a cautionary tale.

The New York Times - Science

But as the company moved toward providing cloud software services — which require energy-intensive data centers — Ms. DiCaprio and her colleagues resolved to be more ambitious.

The New York Times

Google did not say how it might deploy a quantum computer into its existing global network of computer-intensive data centers, which are among the world's largest.

The New York Times

Expert writing Tips

Best practice

When using "intensive data", clarify what makes the data intensive. Is it the volume, the detail, the effort to collect it, or the complexity of analysis?

Common error

Avoid using "intensive data" as a generic descriptor. Always provide context to explain why the data is considered intensive, such as the resources required for collection or the depth of analysis needed.

Linguistic Context

The phrase "intensive data" functions as a noun phrase where "intensive" modifies the noun "data". It indicates a significant amount of detailed or complex data requiring considerable effort to collect, process, or analyze. Ludwig examples show it used across various fields.

Expression frequency: Very common

Frequent in

Science

55%

News & Media

25%

Formal & Business

20%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "intensive data" is a correct and frequently used phrase referring to large quantities of detailed data, as confirmed by Ludwig. Its use implies a significant commitment to data collection, processing, or analysis, and it is especially prevalent in scientific and technical contexts. When using this term, provide sufficient context to specify the nature and scope of the data's intensiveness, this is a crucial clarification.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

detailed data

Focuses on the level of detail present in the data, rather than the sheer volume or effort involved in gathering it.

comprehensive data

Emphasizes the completeness of the data set, suggesting that all relevant information has been included.

extensive data

Highlights the breadth and scope of the data collected, implying a wide range of sources or variables.

in-depth data

Similar to "detailed data", but with a stronger emphasis on thoroughness and analysis.

thorough data

Stresses the completeness and accuracy of the data, suggesting that no stone has been left unturned.

labor-intensive data

Shifts the focus to the effort required to gather the data, rather than the data itself.

data-heavy

A more concise and informal way of saying "containing a lot of data".

high-volume data

Highlights the sheer quantity of data, irrespective of its complexity or depth.

data-rich

Suggests that the data is valuable and informative, containing a wealth of insights.

data-driven insights

Focuses on insights and shifts the attention from the data to the final objective of the data analysis.

FAQs

How can I use "intensive data" in a sentence?

You can use "intensive data" to describe data collection that requires significant effort or analysis. For example, "The study involved "intensive data" gathering over several months.".

What are some alternatives to using the phrase "intensive data"?

Depending on the context, you could use alternatives such as "detailed data", "comprehensive data", or "extensive data".

Is it appropriate to use "intensive data" in formal writing?

Yes, "intensive data" is suitable for formal writing, especially in scientific or technical contexts. However, ensure that the meaning is clear and the intensiveness is justified.

What's the difference between "intensive data" and "extensive data"?

"Intensive data" often implies a deep dive into specific aspects, while "extensive data" suggests a broad scope covering many areas. The choice depends on whether the focus is on depth or breadth.