treating data

USAGE SUMMARY

The phrase "treating data" is correct and usable in written English.
You can use it when discussing the process of handling, processing, or analyzing data in various contexts, such as research, data analysis, or programming. Example: "In our study, treating data with care is essential to ensure accurate results and meaningful conclusions."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

22 human-written examples

Treating data as a form of capital means that firms hoard, commodify, and monetize as much data as they can.

The Guardian - Tech

The concept of treating data like currency has long excited certain computer programmers and academics.

The New York Times - Tech

But the big step towards the UK government treating data as an asset was to be the Public Data Corporation, announced in 2011 to huge fanfare and open data campaigner disquiet.

The Guardian

Now here's the rub: if corporations and governments are going to up the ante by treating data as an asset, then we – the targets of this data imperative – should respond in kind.

The Guardian - Tech

Wheeler's proposal, which goes beyond even Obama's recommendations, would enable the FCC to review whether Internet providers are treating data fairly — and it even extends to mobile broadband.

Independent

"It is time to stop treating data centers like fight club," Jonathan Heiliger, Facebook's vice president of technical operations, said at a news conference on Thursday at Facebook's headquarters in Palo Alto, Calif.

The New York Times

Human-verified similar examples from authoritative sources

Similar Expressions

38 human-written examples

But networks increasingly treat data types differently.

The New York Times - Science

Companies could treat data as commercial speech, or as a commodity.

The New Yorker

Because, traditionally journalists have treated data with a kind of breathless trust which they would never accord a human source.

The Guardian

And some governments can be persuaded — or perhaps required by their independent judiciaries — to treat data entrusted to the cloud with the same level of privacy protection as data held personally.

The New York Times

The treated data were simulated using tanks-in-series model.

Applied Radiation and Isotopes

Expert writing Tips

Best practice

When discussing data strategy, be specific about what "treating data" entails. For instance, specify whether it involves anonymization, encryption, or access controls.

Common error

Avoid vague statements about "treating data" without clarifying the specific methods or considerations. Always detail the exact procedures being employed to avoid ambiguity.

Linguistic Context

The phrase "treating data" functions as a verb phrase + noun, where "treating" acts as a verb describing the action performed on the noun "data". Ludwig AI confirms its grammatical correctness and usability.

Expression frequency: Common

Frequent in

Science

44%

News & Media

42%

Formal & Business

14%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "treating data" is a grammatically correct and commonly used expression that describes how data is handled, processed, and analyzed. According to Ludwig AI, the phrase is valid and usable in English. It is most frequently found in scientific and news media contexts, suggesting a neutral to formal register. When using this phrase, it's important to specify the exact methods being employed to avoid ambiguity. Related phrases include "handling data", "processing data", and "managing data". Proper data treatment ensures data quality, accuracy, and reliability, which are essential for informed decisions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

handling data

Focuses on the practical management and manipulation of data.

processing data

Emphasizes the transformation and analysis of data.

managing data

Highlights the organizational and oversight aspects of data.

utilizing data

Focuses on using data for a specific purpose or benefit.

analyzing data

Stresses the examination and interpretation of data.

working with data

A more general term for engaging with data in any capacity.

interpreting data

Highlights the act of deriving meaning from data.

valuing data

Emphasizes the importance and worth assigned to data.

regarding data

Focuses on the perception and consideration of data.

securing data

Highlights protecting data from unwanted access.

FAQs

What does "treating data" mean in the context of data analysis?

In data analysis, "treating data" refers to the process of handling, processing, and analyzing data to derive meaningful insights and conclusions.

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

You can use "treating data" in a sentence like this: "The researchers are carefully "treating data" to ensure the accuracy of their findings."

What are some alternatives to saying "treating data"?

You can use alternatives like "handling data", "processing data", or "managing data" depending on the specific context.

Why is it important to focus on properly "treating data"?

Focusing on properly "treating data" ensures data quality, accuracy, and reliability, which are essential for making informed decisions and drawing valid conclusions.