data categorized by

USAGE SUMMARY

The phrase "data categorized by" is correct and usable in written English.
It can be used when discussing how data is organized or sorted based on specific criteria or attributes. Example: "The report includes data categorized by age, gender, and location to provide a comprehensive analysis of the survey results."

✓ Grammatically correct

Science

Academia

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

Data categorized by the median are divided into two cohorts with similar sample size.

BMC Pulmonary Medicine

Table  3 and Table  4 show medicine data categorized by use in chronic and acute diseases.

BMC Health Services Research

The purpose of this effort is to bring together the large amount of data categorized by the latter with the formal foundation of the former, using emerging standards and tools developed by the Semantic Web community.

Bioinformatics

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

Subseries 5, Census Data, contains data of the village, including economic information categorized by household and caste.

University of Chicago

Data availability categorized by drivers of interest is shown in Figure 2. The data were collected for the HealthScapes Project (http://healthscapes.io), an initiative launched in 2009 to assemble and collaboratively curate global open data of relevance to the global health research community.

Emerging Infectious Diseases

Data were categorized by HIV and malaria prevalence and then extrapolated by using 2010 population data.

Emerging Infectious Diseases

Data is categorized by commodity, origin, and stems, bunches, or blooms transported.

Cornell University

In-depth evaluation was done by means of a qualitative content analysis [44], therefore the data was categorized by three content-related main categories, derived from the interview guide.

European Transport Research Review

These data were categorized by ward and using population figures for LSMC wards as a denominator, the average annual incidence of S. Typhi, S. Paratyphi A and total enteric fever in each of the 22 wards and overall in LSMC was calculated over this four year period and is reported in Table 1.

Plosone

Data are categorized by place of residence.

American Journal of Tropical Medicine and Hygiene

For calculation of summary statistics and graphical display, observed and simulated concentration data were categorized by rounded time after dosing.

British Journal of Clinical Pharmacology

Expert writing Tips

Best practice

When using "data categorized by", ensure that the categories are clearly defined and relevant to the analysis you are performing.

Common error

Avoid using broad or ambiguous categories when describing how data is organized. Be specific about the criteria used for categorization to ensure clarity and avoid misinterpretations.

Linguistic Context

The phrase "data categorized by" functions as a prepositional phrase that modifies a noun, indicating how the data is organized or structured. As Ludwig AI points out, it specifies the criteria used for grouping the data, providing context for analysis.

Expression frequency: Rare

Frequent in

Science

45%

Academia

30%

Formal & Business

15%

Less common in

News & Media

5%

Wiki

3%

Reference

2%

Ludwig's WRAP-UP

In summary, the phrase "data categorized by" is used to describe how data is organized according to specific criteria. As shown by Ludwig, it is grammatically correct and most frequently used in scientific and academic contexts. When employing this phrase, ensure your categories are clearly defined to maintain clarity. Ludwig AI confirms the acceptability of this phrase, highlighting its role in structuring information for analysis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data classified by

Focuses on a system or method of assigning data into groups.

data grouped by

Emphasizes the act of bringing data together into specific clusters.

data sorted by

Highlights the arrangement of data in a specific order.

data organized by

Stresses the structure and arrangement of data based on certain parameters.

data segmented by

Suggests dividing data into distinct sections based on shared characteristics.

data divided by

Implies a separation of data into different categories.

data indexed by

Highlights the use of an index to organize and retrieve data efficiently.

data arranged by

Focuses on the layout and presentation of data in a structured manner.

data stratified by

Emphasizes a layered approach to data organization based on different levels or criteria.

data tabulated by

Indicates data presented in a table with specific categories.

FAQs

How can I use "data categorized by" in a sentence?

You can use "data categorized by" to describe how information is grouped or sorted based on specific criteria. For example, "The report includes data categorized by age, gender, and location to provide a comprehensive analysis of the survey results."

What are some alternatives to "data categorized by"?

You can use alternatives like "data classified by", "data grouped by", or "data sorted by" depending on the context.

Is it correct to say "data is categorized by" or "data are categorized by"?

Since "data" is often treated as a plural noun in formal writing, "data are categorized by" is generally considered more grammatically correct. However, "data is categorized by" is also commonly used, especially in less formal contexts.

What does it mean when data is described as "categorized by" a certain variable?

It means that the data has been organized and divided into distinct groups based on the values of that variable. For example, if data is categorized by age, it is grouped into different age ranges.