matrix data

USAGE SUMMARY

The phrase "matrix data" is correct and usable in written English.
It can be used in contexts related to data analysis, computer science, or mathematics, where data is organized in a matrix format. Example: "The algorithm requires matrix data to perform the calculations efficiently."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

However, it enables analysis of matrix data.

International Journal of Disaster Risk Science

Matrix data: In this paper, we manipulated only binary matrices.

Journal of the Brazilian Computer Society

The price elasticity matrix data are derived from [22].

Journal of Modern Power Systems and Clean Energy

A general object-oriented model for accessing matrix data independent of matrix representation is presented.

Advances in Engineering Software

The client just sends a fraction of job requests with matrix data to the destination.

EURASIP Journal on Wireless Communications and Networking

The dendrograms were generated from similarity matrix data by cluster analysis using unweighted pair group method for arithmetic mean (UPGMA).

Botanical Studies

At each pixel position, a specified operation is applied between the SE and the matrix data of image.

Brain Informatics

The biplot shows the best two dimensional approximations of the distances between row and column profiles of a matrix data.

Egyptian Journal of Forensic Sciences

Fig. 3 Detailed illustration of key steps in regular expression based pattern recognition for the generation of coordinate matrix data.

Journal of Cheminformatics

Finally, the EWGP matrix data are used to train multi-classifiers to distinguish the head-pose variations.

EURASIP Journal on Image and Video Processing

The hardware platform is constituted by data process unit, radio module, sensor control matrix, data storage flash, power supply unit, analog interfaces and extended digital interfaces.

Procedia Environmental Sciences

Expert writing Tips

Best practice

When working with "matrix data", clearly define the dimensions and data types within the matrix to ensure clarity and prevent misinterpretation.

Common error

Avoid assuming that "matrix data" is always clean and correctly formatted. Implement validation checks to handle missing values, outliers, and inconsistent data types.

Linguistic Context

The phrase "matrix data" primarily functions as a noun phrase, often serving as the subject or object of a sentence. As Ludwig AI describes, it refers to data organized in a matrix format. Examples on Ludwig show it being used in scientific and technical contexts.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, "matrix data" is a noun phrase that refers to data organized in a matrix format, commonly used in scientific and technical contexts. As confirmed by Ludwig AI, the phrase is grammatically correct and widely used. The primary function of this phrase is to describe the organization of data, and it typically appears in formal and scientific registers. Due to its high frequency and relevance in academic and scientific literature, understanding the usage of "matrix data" is crucial for effective communication in these fields.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

tabular data

Focuses on the arrangement in rows and columns rather than the mathematical properties.

array data

Emphasizes the structured arrangement of data elements.

dataset in matrix form

Specifies the format of the dataset more explicitly.

data in matrix format

Similar to the above, but emphasizes the data's organization.

structured data

Implies organization, but doesn't specify matrix format.

data table

Highlights the table-like structure of the data.

rectangular data

Highlights the shape of the dataset.

data grid

Highlights data is displayed as a grid.

spreadsheet data

Implies organization, but only applies to a spreadsheet.

organized data

Simply conveys that data is structured somehow.

FAQs

How is "matrix data" used in data analysis?

In data analysis, "matrix data" is commonly used for statistical modeling, machine learning algorithms, and data visualization. It provides a structured way to represent and manipulate datasets, facilitating various analytical techniques.

What are some alternatives to saying "matrix data"?

You can use alternatives like "tabular data", "array data", or "dataset in matrix form" depending on the context.

What's the difference between "matrix data" and "structured data"?

"Matrix data" refers specifically to data organized in rows and columns, while "structured data" is a broader term encompassing any data with a defined format, including databases and XML files.

Which software is commonly used to handle "matrix data"?

Software like MATLAB, R, Python (with libraries such as NumPy and Pandas), and specialized statistical packages are commonly used to handle "matrix data" for analysis, manipulation, and visualization.