a cluster of data

USAGE SUMMARY

The phrase "a cluster of data" is correct and usable in written English.
It can be used when referring to a group or collection of related data points or information that are analyzed together. Example: "The researchers analyzed a cluster of data to identify trends in consumer behavior."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

HONG KONG — Gradual stabilization in some economies, a muted recovery in others and a long way to go over all — that was the picture painted by a cluster of data from Asia on Wednesday after the remarkable slowdown of the last few months.

The New York Times

In Washington state, which also has a cluster of data centres (Microsoft, among others, is at Quincy), legislators have been willing to make deals with inward investors, but in Oregon there is no need for special arrangements.The other main incentive is a concession on property taxes.

The Economist

Each set represents a cluster of data [29, 30].

Journal of Modern Power Systems and Clean Energy

Since we observed that a cluster of data points showed a lower percentage of reciprocal expression among the WG duplicates in the ADA data set, we further explored the possibility that some organ types might greatly contribute to the reciprocal expression patterns among the WG duplicates.

Genome Biology and Evolution

It is noteworthy that there is a cluster of data points showing much lower percentages of reciprocal expression among the WG duplicates when more data points were subsampled (rectangular box in fig. 3 a ), suggesting that the inclusion of certain data points (i.e., certain organ types) might greatly contribute to the reciprocal expression patterns.

Genome Biology and Evolution

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

This statistical test was chosen because of a clustering of data points at zero.

Plosone

A region with lower depth that measured 6.8 to 7.1 Mb on chromosome 8 was consistent with a cluster of retrotransposons (data not shown).

BMC Genomics

For instance, you can build a single cluster of data with powerful x86 servers and energy-efficient ARMv7 devices working together.

TechCrunch

The resulting AE data points during testing illustrated a cluster of low amplitude data points from 40 to 65 dB indicating invisible crack initiations.

Materials & Design

Computational work was performed on a cluster of workstations with data for air passenger traffic in the United States and postal operations in Sydney, Australia.

Parallel Computing

It has a similar organization to existing Grid infrastructures, but, much like OurGrid [8], is meant to create a federation or cluster of data centers through a P2P overlay network.

Journal of Internet Services and Applications

Expert writing Tips

Best practice

When presenting "a cluster of data", consider using visualizations like scatter plots or heatmaps to effectively communicate the relationships and patterns within the data.

Common error

Avoid assuming causation simply because data points are clustered together. Always conduct rigorous analysis to determine true causal relationships within "a cluster of data".

Linguistic Context

The phrase "a cluster of data" functions primarily as a noun phrase. Ludwig AI confirms its correct and usable nature, referring to a grouping or collection of related data points for analysis. The examples illustrate its role in describing data sets in various contexts.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

30%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Social Media

0%

Ludwig's WRAP-UP

In summary, the phrase "a cluster of data" is a grammatically correct and usable noun phrase, as confirmed by Ludwig AI. It's most commonly found in scientific and news contexts, referring to a grouping of related data points for analysis. While not overly frequent, its usage is well-established across authoritative sources like The New York Times and various scientific journals. When using this phrase, consider employing visualizations to enhance understanding and avoid assuming causation based solely on data proximity. Alternatives such as "a data aggregation" or "a collection of datasets" offer similar meanings, depending on the desired nuance.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a data aggregation

Focuses on the process of gathering data into a unified form.

a collection of datasets

Implies a more formal or structured grouping of data.

a set of data points

Highlights the individual elements within the grouped data.

a grouping of data elements

Emphasizes the act of organizing data into related groups.

a compilation of data

Suggests the data has been gathered from various sources.

a data aggregate

Similar to "a data aggregation", but presented as a noun.

a mass of data

Implies a large, somewhat unstructured collection of data.

a body of information

Broader term, encompassing more than just numerical data.

a pool of data

Implies the data is available for use or analysis.

a wealth of data

Emphasizes the quantity and value of the data.

FAQs

How can I effectively visualize "a cluster of data"?

Visualizing "a cluster of data" can be achieved using various methods, such as scatter plots, heatmaps, or density plots, depending on the nature and dimensions of the data. These visualizations help to identify patterns and relationships within the data.

What are some alternative phrases for "a cluster of data"?

You can use alternatives like "a data aggregation", "a collection of datasets", or "a set of data points" to express a similar meaning.

In what contexts is the phrase "a cluster of data" most commonly used?

The phrase "a cluster of data" is commonly used in scientific research, data analysis, and business intelligence to describe a group of related data points that are analyzed together to identify trends or patterns.

What is the significance of identifying "a cluster of data" in statistical analysis?

Identifying "a cluster of data" is crucial in statistical analysis because it helps to reveal underlying patterns, correlations, and anomalies that might not be apparent when analyzing individual data points in isolation. This can lead to more informed decision-making and better predictions.