according to attributes

USAGE SUMMARY

The phrase "according to attributes" is correct and usable in written English.
It can be used when discussing characteristics or qualities that are assigned to a subject or object based on specific criteria. Example: "The data was categorized according to attributes such as age, gender, and location."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

According to attributes of construction and operation organizations for utilities tunnel, generally, there are three finance types.

Tunnelling and Underground Space Technology

Raters watched the video clips and then independently scored each clip according to attributes within one dimension.

International Journal of STEM Education

Nesting species, assigning attributes to these species, and constraining reactions according to attributes have been identified as further essential ingredients in supporting multi-level modeling.

BMC Systems Biology

In a multiattribute preference task, the authors showed that participants who received information that was organized according to brands (alternatives) more often searched in an alternative-wise (option-wise) manner and that those who received the information ordered according to attributes searched instead in an attribute-wise (cue-wise) manner.

Behavior Research Methods

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

For example, if we use the model in Figure 3, we will first sort the whole list according to attribute A14 in decreasing order.

BMC Genomics

The combination of nesting species, assigning attributes, and constraining reactions according to these attributes is crucial in achieving the desired expressiveness.

BMC Systems Biology

To facilitate later integration step, they were transformed into rankings; that is, each list was sorted, and a gene was assigned a positive integer number for a specific attribute according to that attribute's value in the sorted list.

BMC Systems Biology

So youngsters will classify candy according to its attributes, like shape, hardness and color.

The New York Times - Arts

The researcher clustered similar concepts into a subcategory, and categorized the subcategories according to their attributes.

Fashion and Textiles

An Origin-Destination (OD) Matrix generator is developed to generate random test problems according to specific attributes.

Journal of Rail Transport Planning & Management

The extraction uncertainty of an individual ASC is modeled by an adaptive Gaussian distribution according to its attributes.

Neurocomputing

Expert writing Tips

Best practice

When using "according to attributes", ensure the attributes being referenced are clearly defined and relevant to the context. This clarity improves understanding and avoids ambiguity.

Common error

Avoid using "according to attributes" in informal or casual writing. Opt for simpler alternatives like "based on" or "depending on" to maintain a natural tone.

Linguistic Context

The phrase "according to attributes" functions as a prepositional phrase, typically modifying a verb or noun. It indicates that an action, classification, or description is based on specific characteristics or qualities. Ludwig AI confirms its usage in academic and news contexts.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

20%

Formal & Business

20%

Less common in

Wiki

0%

Encyclopedias

0%

Social Media

0%

Ludwig's WRAP-UP

In summary, the phrase "according to attributes" is a grammatically correct prepositional phrase used to indicate that something is based on specific characteristics or qualities. Ludwig AI shows it is primarily found in scientific and academic contexts, though it can also appear in news media. While grammatically sound, it is relatively rare and more formal, so simpler alternatives like "based on characteristics" may be more appropriate in informal settings. Remember to clearly define the attributes being referenced to avoid ambiguity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on characteristics

This alternative directly replaces "according to attributes" with a more general term, focusing on qualities or features.

in accordance with properties

This alternative uses more formal language, emphasizing the qualities or traits inherent to something.

dependent on features

This alternative highlights the reliance on specific features to determine something.

as determined by qualities

This option specifies that the determination is made by the attributes.

governed by traits

This expresses that attributes are controlling or influencing a particular outcome.

guided by characteristics

This suggests the attributes provide direction or guidance.

subject to aspects

This indicates the influence of different aspects, potentially implying some constraint or condition.

predicated on qualities

This alternative introduces a more formal and technical tone, indicating that something is based or founded on specific qualities.

conditional on features

This suggests a dependency where something is only valid or true if certain features are present.

contingent upon attributes

This option highlights the element of chance or dependency on the attributes.

FAQs

What does "according to attributes" mean?

The phrase "according to attributes" means something is classified, organized, or determined based on specific characteristics or qualities.

How can I use "according to attributes" in a sentence?

You might say, "The data was categorized "according to attributes" such as age, gender, and location."

Are there simpler alternatives to "according to attributes"?

Yes, depending on the context, you can use alternatives like "based on characteristics", "depending on features", or "in accordance with properties".

In what kind of writing is "according to attributes" most appropriate?

This phrase is suitable for academic, scientific, or technical writing where precision is important. In less formal contexts, simpler alternatives might be preferable.