for any data

USAGE SUMMARY

The phrase "for any data" is correct and usable in written English.
It can be used when discussing conditions or requirements that apply universally to all types of data. Example: "The algorithm is designed to work efficiently for any data set, regardless of its size or complexity."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

58 human-written examples

This process is a critical step for any data scientist.

Harvard University

No global schema is assumed to exist for any data under this computing paradigm.

Information Systems

It can be used to provide lock-free functionality for any data type.

Information and Computation

Give only the information that is necessary but be ready to provide the full source for any data provided.

Massachusetts Institute of Technology

obviously for a game the only real purpose for any data collections outside of user inputs is nefarious.

Massachusetts Institute of Technology

We now have access to more data than ever before; the challenge for any data journalist is making sense of all this information.

The Guardian

The best thing they could do for readers would be to persuade Nielsen to provide the margin of error for any data it provides to The Times.

The New York Times

With rich support for any data source that creates or consumes XML, ADO.NET is truly the data access technology for current and future applications.

C# .NET Web Developer's Guide

At a time when digital video recorders are proliferating, advertisers are thirsty for any data they can get about who is watching their ads, who is fast-forwarding past them and where it makes the most sense to invest.

The New York Times

Human-verified similar examples from authoritative sources

Similar Expressions

2 human-written examples

A good start for any data-gathering phase of a project is to compile all relevant documents for the project team to examine.

Security Convergence Managing Enterprise Security Risk

While Google and Yahoo use this technique for searching the Web, it can be used for any data-intensive computational problem.

TechCrunch

Expert writing Tips

Best practice

To enhance clarity, specify the context or scope to which "for any data" applies. For instance, clarify whether you are referring to all numerical data, all customer data, or all data within a specific dataset.

Common error

Avoid assuming that a method or conclusion valid "for any data" applies without testing it across diverse datasets. Always validate claims with empirical evidence to prevent overgeneralization.

Linguistic Context

The phrase "for any data" functions as a prepositional phrase that modifies a verb or noun, indicating the universality or broad applicability of a statement or process. As confirmed by Ludwig, the phrase is correct and usable in written English, making it suitable for various analytical and descriptive contexts.

Expression frequency: Very common

Frequent in

Science

36%

News & Media

32%

Academia

16%

Less common in

Formal & Business

9%

Wiki

4%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "for any data" is a grammatically correct and very common phrase used to emphasize the broad applicability of a statement or method across various types of data. As verified by Ludwig, its primary function is to indicate universality in contexts ranging from science and news to academia. While suitable for neutral to formal registers, it should be used with careful validation to avoid overgeneralization. Alternatives like "regardless of the data" or "for all data types" can offer nuanced variations in meaning. By understanding these aspects, writers can effectively use "for any data" to convey inclusivity and generality in their analytical and descriptive discussions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

regardless of the data

Focuses on the independence from specific data characteristics.

irrespective of the data

Similar to 'regardless of', this emphasizes lack of dependence on data specifics but is slightly more formal.

for all data types

Highlights that the approach is applicable to various categories of data.

across all datasets

Emphasizes application across different collections of data.

with any data input

Focuses on the data being received or entered into a system.

no matter the data

Informal way to convey that the specific data does not affect the outcome.

for every data point

Highlights the individual elements within a dataset.

given any set of data

Emphasizes that the following applies when a data set is provided.

with arbitrary data

Indicates that the nature of the data is unrestricted and can be anything.

for any form of data

Highlights that the methodology applies to diverse data formats or representations.

FAQs

How can I use "for any data" in a sentence?

Use "for any data" to indicate that a statement or process applies universally, such as, "This algorithm is designed to efficiently process results "regardless of data size"."

What are some alternatives to "for any data"?

Alternatives include "regardless of the data", "for all data types", or "across all datasets", depending on the nuance you want to convey.

Is it correct to say "for all data" instead of "for any data"?

Both phrases are generally acceptable, but "for any data" often implies a broader, more unrestricted scope, while "for all data" might suggest a specific, defined dataset.

What does "for any data set" mean?

"For any data set" means that the following statement or method is applicable to any collection of data, without restrictions on its content or structure.