a substantial data

USAGE SUMMARY

The phrase "a substantial data" is not correct in standard written English.
The word "data" is typically treated as a plural noun, so it should be "substantial data" without the article "a." Example: "The research team collected substantial data to support their findings."

⚠ May contain grammatical issues

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

16 human-written examples

An intensive operational effort has resulted in a substantial data set between April and June , 1999

Advances in Space Research

Tailoring existing fire spread models to particular landscapes is challenging because it demands a substantial data collection effort.

Ecological Modelling

Now, existing experimental data from pilot scale investigations provide a substantial data base for reliable calculation of process efficiency and efficiency penalty for CO2 capture.

Energy Procedia

Set in the context of a substantial data set documenting a design project taking place within contemporary industrial design practice, analysis of this specific episode is used to discuss frame discipline as a characteristic of design expertise.

Design Studies

I have to sort out the clients who will understand it, mainly bankers and dealers.' According to Shepherds, tests against a substantial data sample show annual growth of the fund targeted at 9percentnt and Smith believes the fund is on target.

The Guardian - Money

A single weaponized email could lead to a substantial data breach or financial loss.

Forbes

Human-verified similar examples from authoritative sources

Similar Expressions

44 human-written examples

Messrs Chetty, Friedman and Rockoff try first to settle this debate.In this section Hitting the roof Sound the retweet Bali high Dove ascendant Middle worth Gearing up for business The FX is in Knowledge for earnings' sake ReprintsTo do so, the economists draw on a substantial data-set from a large, urban American school district, which they do not name.

The Economist

But we had expected to receive a more substantial data trove from Amazon.

The New York Times - Tech

There is a lack of substantial data regarding the use of PCT in the treatment of traumatic brain injury [ 5, 21].

BMC Anesthesiology

However, with a large number of such devices being deployed and aggregated over a wide area, WSNs have substantial data acquisition and processing capability.

Future Generation Computer Systems

Estimating these parameters is a computationally intensive task requiring substantial data.

Biochemistry

Expert writing Tips

Best practice

When referring to data, remember that it is generally considered a plural noun. Therefore, avoid using the indefinite article "a" before "substantial data". Instead, use "substantial data", "a substantial amount of data", or a synonym like "significant data".

Common error

A frequent mistake is treating "data" as a singular noun and preceding it with the article "a", like in the phrase "a data". To avoid this, either use "data" as is (e.g., "substantial data") or rephrase to include "amount" (e.g., "a substantial amount of data").

Linguistic Context

The phrase "a substantial data" functions as a noun phrase aiming to describe the quantity of data. However, as Ludwig AI pointed out, the phrase is grammatically incorrect because "data" is generally treated as a plural noun and shouldn't be preceded by the indefinite article "a."

Expression frequency: Common

Frequent in

Science

60%

News & Media

40%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, while the phrase "a substantial data" aims to convey a significant quantity of information, it's generally considered grammatically incorrect in standard written English. Ludwig AI's analysis indicates that "data" should typically be treated as a plural noun and not be preceded by the indefinite article "a". Alternatives like ""substantial data"", "significant data", or "a substantial amount of data" are grammatically sound and semantically similar. Therefore, it's advisable to use these alternatives to maintain grammatical correctness and clarity in your writing. The contexts in which this phrase appears are commonly in science and news & media.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

significant data

Replaces "a substantial data" with a grammatically correct and semantically similar alternative.

considerable data

Uses a different adjective to convey a similar meaning of a noteworthy amount of data while correcting grammar.

ample data

Emphasizes the sufficiency of the data, maintaining semantic equivalence and grammatical correctness.

extensive data

Highlights the broad scope of the data, offering a close synonym with correct grammar.

large volume of data

Specifies the quantity of data, providing a more descriptive and grammatically sound alternative.

substantial amount of data

Rephrases the original using "amount", adjusting for grammatical correctness.

notable data

Suggests the data is worthy of attention, similar to substantial, with correct grammar.

marked data

Indicates data that is clearly noticeable or significant, maintaining the original intent and fixing grammar.

appreciable data

Conveys that the data is easily perceived or measured, offering a formal synonym with grammatical accuracy.

important data

Emphasizes the significance of data, ensuring semantic similarity and grammatical correctness.

FAQs

How do I correctly use "substantial data" in a sentence?

Since "data" is generally treated as a plural noun, the correct phrasing is to omit the article "a" and simply write "substantial data". For example, "The study yielded "substantial data" supporting the hypothesis."

Is it always wrong to say "a substantial data"?

Yes, in standard written English, "data" is treated as a plural noun, making "a substantial data" grammatically incorrect. Use "substantial data" instead or rephrase as "a substantial amount of data".

What are some alternatives to "a substantial data"?

Instead of "a substantial data", you can use alternatives like "significant data", "considerable data", or "ample data". All these options are grammatically correct.

What's the difference between "substantial data" and "a substantial amount of data"?

"Substantial data" is a more concise and direct way to indicate a significant quantity of information. "A substantial amount of data" is also correct and emphasizes the quantity, but it is a bit more verbose.