data relate to

USAGE SUMMARY

The phrase "data relate to" is correct and usable in written English.
It can be used when discussing the connection or relevance of data to a specific topic or subject matter. Example: "The findings of the study indicate how the data relate to the overall trends in consumer behavior."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

a, Data relate to Fig. 6.

Nature

The data relate to only the 1999 summer season on one location of southwest of France.

European Journal of Agronomy

a, Data relate to Fig. 5. Biochemical analysis of GC enrichment of mTOR pathway proteins and controls, shown in triplicate western blots of homogenate (input) and GC fraction pairs, derived from six independent preps.

Nature

The first means that you are interested in understanding how, on average, certain aspects of the data relate to each other, and not in the causal channels of their relationship.

Harvard Business Review

Its customers are both tech-savvy and price-conscious, and they quickly took to cheaper internet transfers.Correction: The original version of the chart above did not state that the data relate to the 24 most expensive remittance corridors.

The Economist

Approaches based on remote sensing data can successfully assess large areas, but it is largely unknown how the different indices that can be derived from such data relate to ground-based indicators of ecosystem health.

Ecological Indicators

The data relate to the years between 1996 and 200510.

Comparative Migration Studies

These data relate to the ligand in excess to the metal in solution.

Geochemical Transactions

Our data relate to interim period of migration, and elucidates their priorities while in transit.

Journal of International Humanitarian Action

The decision depends on the overall purpose and how data relate to each other.

Journal of Cheminformatics

(Most data relate to home users; business usage is very hard to pin down, but almost certainly is higher).

Forbes

Expert writing Tips

Best practice

When using "data relate to", ensure the connection between the data and the subject is clear to the reader. Provide context to avoid ambiguity.

Common error

Avoid using "data relates to" as "data" is generally considered plural in formal writing. Always use the plural form "relate" to maintain grammatical correctness.

Linguistic Context

The phrase "data relate to" functions as a relational expression, indicating a connection or relevance between data and a specific subject. This is evident in the examples provided by Ludwig, where the phrase is used to clarify the scope or applicability of data in various contexts.

Expression frequency: Very common

Frequent in

Science

63%

News & Media

18%

Formal & Business

7%

Less common in

Academia

5%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "data relate to" is a grammatically correct and commonly used expression to indicate a connection or relevance between data and a particular subject. As Ludwig AI confirms, its primary function is relational, serving to clarify the scope and applicability of information across diverse contexts. While it is suitable for formal writing, the phrase is versatile enough for neutral contexts like news reporting. Remember to maintain subject-verb agreement by using "relate" (plural) with "data".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data pertain to

This alternative uses 'pertain' which indicates relevance or connection, similar to 'relate to' but can sound slightly more formal.

data is relevant to

This phrase directly states the relevance of the data, making it a straightforward alternative.

data connects with

This option emphasizes the connection between the data and a specific topic.

data is linked to

This alternative suggests a direct link or association.

data corresponds to

Using 'corresponds' implies a matching or alignment of the data with something else.

data is associated with

This indicates a general association without specifying a direct relationship.

data is tied to

Suggests a strong and inseparable connection.

data bears on

This implies the data has an influence or effect on the subject.

data alludes to

This suggests that the data indirectly refers to something.

data has a bearing on

Similar to 'bears on', this emphasizes the influence or impact of the data.

FAQs

How to use "data relate to" in a sentence?

The phrase "data relate to" is used to show a connection between a set of information and a specific subject. For example, "The findings of the experiment show how the data relate to the initial hypothesis."

What can I say instead of "data relate to"?

You can use alternatives like "data pertain to", "data is relevant to", or "data is linked to" depending on the context.

Which is correct, "data relate to" or "data relates to"?

"Data relate to" is the correct form. "Data" is often treated as a plural noun in academic and formal writing, hence requiring the plural verb form.

What's the difference between "data relate to" and "data is associated with"?

"Data relate to" indicates a direct connection or relevance, while "data is associated with" suggests a general connection or relationship that might not be as direct or significant.