ad hoc data

USAGE SUMMARY

The phrase "ad hoc data" is correct and usable in written English.
It is typically used to refer to data that is collected or created for a specific purpose or task, rather than for general use. Example: "The research team gathered ad hoc data to address the unique challenges presented by the project."

✓ Grammatically correct

Academia

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

37 human-written examples

Interfacing ad hoc data with Avro through bi-directional lenses.

Princeton University

How do we program productively and reliably with ad hoc data?

Princeton University

A user interface and format inference for processing ad hoc data.

Princeton University

This is a potentially powerful argument, and Ms. Heffernan has some ad hoc data to support it.

The New York Times

This paper presents PADS/D, a system that generates monitoring, analysis and transformation tools for distributed ad hoc data from declarative specifications.

Princeton University

In order to solve the token ambiguity problem, the paper studies the relative effectiveness of three different statistical models for tokenizing ad hoc data.

Princeton University

Human-verified similar examples from authoritative sources

Similar Expressions

23 human-written examples

An ad hoc Data-center is proposed having some Super (S) nodes, some Persistent (P) nodes and other Volunteer (V) nodes.

Journal of Cloud Computing: Advances, Systems and Applications

It is for this reason that when analyzing the simulated data, we also consider a threshold of the 90th percentile of the data allowing for an ad hoc data-based determination of a threshold.

BMC Medical Research Methodology

Farrow, C. L. & Billinge, S. J. L. Towards a robust ad-hoc data correction approach that yields reliable atomic pair distribution functions from powder diffraction data.

Nature

Where there are extreme requirements to support ad-hoc data requests, services can be designed, but this may not be an optimal approach.

SOA and Web Services Interface Design Principles, Techniques, and Standards

We will perform extended case studies on more datasets from various sources, in order to establish our framework's ability in performing ad-hoc data mining tasks.

Journal of Big Data

Expert writing Tips

Best practice

When using "ad hoc data", clearly define the specific context or purpose for which the data was collected to avoid ambiguity.

Common error

Avoid applying insights derived from "ad hoc data" to broader contexts without careful consideration of its limitations and specific origin. Generalizing from such data can lead to flawed conclusions.

Linguistic Context

The phrase "ad hoc data" functions as a noun phrase, where "ad hoc" modifies the noun "data". It specifies that the data is collected for a particular purpose or situation, as confirmed by Ludwig's examples.

Expression frequency: Common

Frequent in

Science

38%

Academia

31%

News & Media

15%

Less common in

Formal & Business

12%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "ad hoc data" refers to information gathered for a specific, often temporary, purpose. Ludwig confirms that this term is grammatically correct and commonly used across diverse fields such as academia, science, and news media. While "ad hoc data" can be invaluable for addressing immediate needs, it's crucial to acknowledge its limitations, particularly regarding generalizability. Alternative phrases like "custom data sets" or "project-specific data" can be used depending on the specific nuance you want to convey. Remember to clearly define the data's context and purpose to ensure effective communication and avoid overgeneralization.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

project-specific data

Emphasizes the data's relevance to a particular project.

situation-specific data

Emphasizes the data's relevance to a particular situation or context.

task-oriented data

Focuses on data collected for a specific task.

purpose-built data

Focuses on the intention behind the data's creation.

custom data sets

Highlights the tailored nature of the data for a specific purpose.

bespoke data

Implies data that is custom-made and unique.

unplanned information

Focuses on the lack of pre-planning in gathering the data.

on-demand data

Highlights that data is only collected when is necessary.

non-standard data

Highlights the unconventional or irregular nature of the data.

unconventional data

Emphasizes that the data is not gathered by using normal procedures.

FAQs

How can I use "ad hoc data" effectively in a sentence?

Use "ad hoc data" to describe data collected for a specific, often temporary, purpose. For example, "The team analyzed the "project-specific data" to understand the immediate impact of the marketing campaign."

What's the difference between "ad hoc data" and standard data collection?

"Ad hoc data" refers to data gathered for a particular, immediate need, unlike standard data collection which follows a consistent, pre-planned methodology. "Ad hoc data" is often less structured and more tailored to the specific situation.

What are some alternatives to saying "ad hoc data"?

Depending on the context, you could use alternatives like "custom data sets", "situation-specific data", or "project-specific data". These options highlight the specific nature and purpose of the data.

When is it appropriate to use "ad hoc data" in research?

It's appropriate when you need data quickly to address a specific question or problem that isn't covered by existing datasets. However, always acknowledge the limitations of "ad hoc data", especially regarding generalizability and potential biases.