data segmented by

USAGE SUMMARY

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

✓ Grammatically correct

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Formal & Business

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

More specifically, within an observation time interval N, a data sequence y(n) is divided into M data segments (by windowing) such that N=K×M, and the averaged spectrum power for each frequency coefficient is computed by averaging over the M data segments.

EURASIP Journal on Wireless Communications and Networking

The coding process assigned codes to data segments by using NVivo qualitative data analysis software (QSR International Pty Ltd., Version 10, 2012).

BMC Medical Education

Movement artefacts were corrected by an established procedure (Koch et al. 2006; Wartenburger et al. 2007), which allows marking of artefacts and then padding the contaminated data segments by linear interpolation.

Biology Letters

This data is segmented by means of seaborne transport (import and export) and interactions between the following geographic activity areas: Middle East, Europe, America, Asia (Far East), Asia ISC (Indian sub-continent), Asia Arab and Africa, according to the policy segmentation of Lloyd's Marine Intelligence Unit (LMIU).

Journal of Shipping and Trade

Using standard biomedical imaging software (Amira, http://www.amiravis.com/), the 3D voxel data were segmented by separating the tissue from the background.

Plosone

Data were segmented by study case, informant group and themes.

BMC Health Services Research

However, there is greater variation in correlations when the data are segmented by rurality/remoteness.

BMC Health Services Research

Data were segmented by case study, informant's group, and themes.

BMC Health Services Research

Surface renderings of the p.d.f for phospho-MEK signal intensity within the cell (e) cytoplasm and (f) nucleus of segmented cells, plotted perpendicular to the normalized distance values of nuclei centroids (note the plots in surface renderings of the p.d.f are analogous to the 'whole data clouds segmented by spatial position', as shown in Additional file 2 : Figure S3e and S3g in pMEK.png).

BMC Systems Biology

That data can be segmented by region and by the top 10 countries where Firefox is most popular.

TechCrunch

These data, which are segmented by field, seem to show a slightly younger average age--very late 30s as opposed to early 40s--for assistant professors in the sciences, but it is not clear whether the apparent difference is statistically significant.

Science Magazine

Expert writing Tips

Best practice

When using "data segmented by", ensure that the segmentation criteria are clearly defined and relevant to your analysis. This clarity helps readers understand the basis for your data organization and any conclusions drawn from it.

Common error

A common mistake is failing to explicitly state the criteria used for segmenting the data. Always specify the variables or factors used to divide the data to avoid ambiguity and ensure the analysis is easily understood.

Linguistic Context

The phrase "data segmented by" serves as a descriptive phrase, indicating how a dataset has been divided into subgroups. It highlights the criteria used to categorize the data, enabling targeted analysis. As Ludwig AI confirms, this phrase is correct in English.

Expression frequency: Missing

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Ludwig's WRAP-UP

In summary, "data segmented by" is a grammatically sound phrase used to describe how data is divided into categories based on specific criteria. Although Ludwig AI indicates its correctness, the lack of real-world examples suggests it might not be a frequent expression. Alternatives like "data categorized by" or "data grouped by" can be used to convey a similar meaning. When using this phrase, clearly define the segmentation criteria to ensure clarity and relevance in your analysis. Failing to do so can lead to ambiguity. Despite its infrequent usage, mastering this phrase will certainly give clarity and rigor to scientific and formal writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data categorized by

Replaces "segmented" with "categorized", focusing on the act of placing data into distinct categories.

data classified by

Uses "classified" instead of "segmented", emphasizing the systematic arrangement of data into groups.

data grouped by

Substitutes "segmented" with "grouped", highlighting the act of forming data clusters based on shared attributes.

data divided by

Employs "divided" in place of "segmented", stressing the separation of data into distinct parts.

data organized by

Replaces "segmented" with "organized", focusing on the structured arrangement of data.

data sorted by

Uses "sorted" instead of "segmented", emphasizing the arrangement of data in a specific order.

data broken down by

Substitutes "segmented" with "broken down", highlighting the detailed analysis of data into smaller components.

data partitioned by

Employs "partitioned" in place of "segmented", stressing the division of data into distinct, non-overlapping sets.

data stratified by

Replaces "segmented" with "stratified", focusing on the arrangement of data into layers or levels.

data delineated by

Uses "delineated" instead of "segmented", emphasizing the clear definition of data boundaries.

FAQs

How can I effectively use "data segmented by" in a sentence?

Use "data segmented by" to clearly indicate how data has been divided into categories for analysis. For example, "The survey results are presented as "data segmented by age" and gender to reveal demographic trends."

What are some alternatives to saying "data segmented by"?

Instead of "data segmented by", you can use phrases like "data categorized by", "data grouped by", or "data classified by", depending on the specific context and nuance you want to convey.

What does it mean when data is "segmented"?

When data is "segmented", it means it has been divided into distinct groups or categories based on shared characteristics or criteria, allowing for a more detailed and focused analysis of each segment.

Is there a difference between "data segmented by" and "data stratified by"?

While both involve dividing data, "data segmented by" generally refers to a broader categorization, whereas "data stratified by" typically implies a hierarchical or layered arrangement, often based on a continuous variable.