problem of data

USAGE SUMMARY

The phrase "problem of data" is correct and usable in written English.
It can be used when discussing issues or challenges related to data, such as data quality, accessibility, or analysis. Example: "The problem of data integrity has become a significant concern for researchers in recent years."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

57 human-written examples

Deep learning experts have proposed several ways to tackle the problem of data efficiency.

The Guardian - Tech

The problem of data dissemination is also briefly addressed.

Aerospace Science and Technology

There are different efforts under way to alleviate the problem of data availability and use.

Columbia University

Supported by a Google Faculty Award, the Cornell Database Group is currently studying the complementary problem of "data audiolization".

Cornell University

This paper contributes to the problem of data reconciliation in chemical processes.

Chemical Engineering Science

However, few work consider the problem of data file assignment when solving the task scheduling problem.

Future Generation Computer Systems

The critical problem of data sparsity was handled by combining approaches.

Tsinghua Science & Technology

We study the problem of data collection in Wireless Sensor Networks (WSN).

Computer Networks

Human-verified similar examples from authoritative sources

Similar Expressions

3 human-written examples

But Mark Oakton, a policy adviser at InfoSec Partners, came up with a novel solution to the problem of data-overload.

The Guardian - Tech

His work was the first to propose a general solution to the problem of "data-fusion" and provides practical methods for combining datasets generated under different experimental conditions.

Columbia University

In this paper we consider the problem of data-aided synchronization for OFDM/OQAM systems in multipath channels.

EURASIP Journal on Advances in Signal Processing

Expert writing Tips

Best practice

When discussing the "problem of data", be specific about which aspect of data is problematic (e.g., quality, access, security) to provide clear context and facilitate effective solutions.

Common error

Avoid using the phrase "problem of data" without specifying the nature of the problem. For instance, instead of saying 'The problem of data is affecting our analysis', specify 'The problem of data sparsity is affecting our analysis' for better clarity.

Linguistic Context

The phrase "problem of data" functions as a noun phrase that typically acts as the subject or object of a sentence. It identifies a specific issue or challenge associated with data, whether it concerns data quality, accessibility, or management, as confirmed by Ludwig.

Expression frequency: Very common

Frequent in

Science

57%

News & Media

25%

Academia

8%

Less common in

Formal & Business

5%

Ludwig's WRAP-UP

The phrase "problem of data" is a commonly used noun phrase that identifies a specific issue or challenge related to data, often concerning quality, accessibility, or management. Ludwig AI confirms its grammatical correctness and frequent usage across various contexts, particularly in science, news & media, and academia. Addressing the "problem of data" requires specificity, as overgeneralization can hinder effective analysis and solutions. Alternatives like "data challenge" or "data issue" can be used depending on the specific nuance you want to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data challenge

Emphasizes the demanding or stimulating aspect of dealing with data.

data issue

A more general term for a problem or concern related to data.

difficulty with data

Focuses on the struggle or complexity involved in handling data.

data obstacle

Highlights a barrier or impediment concerning data.

data hurdle

Suggests a challenge that needs to be overcome in relation to data.

data management problem

Specifically refers to problems in organizing and maintaining data.

data quality issue

Highlights concerns specifically related to the accuracy and reliability of data.

challenge of data analysis

Emphasizes the difficulties involved in interpreting and drawing conclusions from data.

impediment to data access

Focuses on barriers that prevent or limit the ability to retrieve data.

complexities of data handling

Highlights the intricate and multifaceted nature of managing data.

FAQs

How can I use the phrase "problem of data" in a sentence?

You can use "problem of data" to introduce a specific challenge related to data handling, quality, or accessibility. For example: "The "problem of data" integration is a major hurdle for many organizations."

What are some alternatives to the phrase "problem of data"?

Alternatives include "data challenge", "data issue", or "difficulty with data", depending on the specific context.

What is the difference between "problem of data" and "data challenge"?

"Problem of data" generally refers to an issue or difficulty related to data, whereas "data challenge" often implies a more stimulating or demanding situation that requires innovative solutions. They are often interchangeable, but "data challenge" often has positive connotations.

How do I address the "problem of data" in my research paper?

Clearly define the specific aspect of the "problem of data" you are addressing (e.g., data quality, data scarcity). Provide evidence and examples to support your claims, and propose solutions or strategies to mitigate the problem.