cumbersome data

USAGE SUMMARY

The phrase "cumbersome data" is correct and usable in written English.
It can be used to describe data that is difficult to handle, process, or analyze due to its size, complexity, or format. Example: "The research team struggled to draw meaningful conclusions from the cumbersome data they collected during the study."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

10 human-written examples

This avoided cumbersome data collection and review.

Intensive Care Medicine Experimental

These studies have certain issues such as limitation of observed data points, accuracy issues, or results being difficult to reproduce and replicate because of the cumbersome data extraction process.

Journal of Modern Transportation

Depastas and team said that they're already using their technology to help one unnamed financial institution — where data security is paramount — switch from a clunky and cumbersome data transfer setup to Kalepso, by intercepting and encrypting data from its runtime environment in real time and feeding it to its storage server.

TechCrunch

This system eliminated time spent on cumbersome data entry, allowing Gallego's team to hit more doors and quickly set strategy for the next canvassing wave.

Huffington Post

Some of the ICU prognostic models require cumbersome data collection and employ complex statistical analyses to predict mortality.

Critical Care

Potential disadvantages can be numerous, such as cumbersome data entry, insufficient overview over the patient's data, nonintuitive interface layouts and erroneous software or hardware [ 2].

BMC Medical Informatics and Decision Making

Human-verified similar examples from authoritative sources

Similar Expressions

50 human-written examples

Before the CLOUD Act, foreign authorities seeking to obtain data in the United States had to resort to cumbersome data-sharing and legal assistance treaties, such as mutual legal assistance treaties (MLATs).

Columbia University

They cannot be easily individualized, they are not interactive, require cumbersome manual data entry after completion, and they may be perceived as less engaging than other formats.

Annals of Intensive Care

Development of the early maps for the project was somewhat cumbersome, requiring data entry each time a new map was to be generated and specialized skill from a monitoring and evaluation staff member to configure the map to display the desired layers.

Global health, science and practice

And while the sheer volume of information makes analysis slow-moving and cumbersome, advanced big data technologies are starting help.

Forbes

Google, CNBC, and WSJ pay the NASDAQ a sizable chunk of money for a single cumbersome stream of data.

TechCrunch

Expert writing Tips

Best practice

When describing data challenges, use "cumbersome data" to emphasize the practical difficulties in handling or processing the data, such as complex collection processes or time-consuming entry.

Common error

Avoid using "cumbersome data" simply to describe large datasets. The phrase implies not just size, but difficulty arising from complexity, format, or collection methods.

Linguistic Context

The phrase "cumbersome data" functions as a descriptive phrase, where "cumbersome" modifies the noun "data". According to Ludwig AI, the phrase follows standard grammar rules and is usable in written English. The phrase highlights the problematic aspects of data, particularly its difficulty in handling or processing.

Expression frequency: Common

Frequent in

Science

70%

News & Media

20%

Formal & Business

10%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "cumbersome data" is a phrase used to describe data that presents significant challenges in handling, processing, or analysis due to its complexity, volume, or format. Ludwig AI confirms that the phrase is grammatically sound and widely used across diverse fields such as science, news media, and business. The usage patterns show its prominence in scientific contexts, emphasizing the difficulties in data collection and analysis. When using this phrase, it's important to consider the specific challenges posed by the data, not just its size, to accurately convey the intended meaning.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

complex data sets

Focuses on the inherent complexity of the data rather than the difficulty it presents.

unwieldy information

Highlights the difficulty in managing or controlling the information.

challenging data

Emphasizes the difficulty presented by the data.

difficult to manage data

Directly addresses the problem of managing the data.

complicated data handling

Shifts the focus to the handling process being complicated.

laborious data processing

Highlights the effort required for data processing.

inefficient data storage

Focuses on inefficiencies related to storing the data.

burdensome data requirements

Emphasizes the demanding nature of the data requirements.

heavy data load

Highlights the size or volume of the data.

intricate data structures

Highlights the complex arrangements within the data.

FAQs

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

You can use "cumbersome data" to describe datasets that are difficult to manage or analyze. For example, "The project was delayed due to the cumbersome data collection process."

What is a good alternative to "cumbersome data"?

Depending on the specific context, alternatives to "cumbersome data" include "complex data sets", "unwieldy information", or "challenging data".

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

Yes, "cumbersome data" is appropriate for formal writing, especially in scientific and business contexts, where detailed descriptions of data handling challenges are often necessary.

What makes data "cumbersome"?

Data becomes "cumbersome" when its volume, complexity, or format makes it difficult to collect, process, analyze, or manage effectively. It often involves manual data entry or complex statistical analyses.