as the data

USAGE SUMMARY

The phrase "as the data" is correct and usable in written English.
It can be used when referring to information or statistics in a context where you are drawing a conclusion or making a comparison based on that data. Example: "As the data suggests, there has been a significant increase in sales over the past quarter."

✓ Grammatically correct

News & Media

Science

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

And as the data comes in, we're not dogmatic.

The Washington Post

I think of this process as the "data gathering" stage.

Massachusetts Institute of Technology

Of course, the results are only as good as the data itself.

The New York Times - Tech

This is the first time that has happened as far back as the data goes.

The Guardian

But the model estimates probabilities in real time as the data arrive.

The New York Times

Campaigners said the true figure is likely to be higher as the data is incomplete.

The Guardian

This claim is entirely false, as the data in the following video illustrates.

The Guardian

As the data came in, ugly, age-old truths were revealed.

The New York Times

More revelations and surprises are expected as the data continues to arrive.

The Guardian

You will feel the surge as the data flood your body.

The New Yorker

Risk assessment models will only be as objective as the data used to train them.

Nature

Expert writing Tips

Best practice

When using "as the data", follow with a verb that clearly indicates the data's role, such as "shows", "suggests", "indicates", or "reveals".

Common error

Avoid using "as the data" to make claims that go beyond what the data actually supports. Ensure your conclusions are directly and accurately derived from the information, without exaggeration or speculation.

Linguistic Context

The phrase "as the data" functions as a conjunctive phrase, linking presented data to a subsequent statement or conclusion. It sets the stage for an explanation or interpretation derived directly from the data. According to Ludwig AI, this usage is grammatically correct.

Expression frequency: Very common

Frequent in

News & Media

48%

Science

27%

Formal & Business

14%

Less common in

Academia

3%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "as the data" is a grammatically sound and frequently used phrase that serves to connect information with conclusions. Ludwig AI confirms its correctness, and its widespread use across diverse sources like news outlets, scientific publications, and business reports indicates its versatility. When employing this phrase, ensure your statements are accurately and logically supported by the data you're referencing. Alternatives such as "according to the data" or "based on the data" can be used for variety, but maintain the core function of grounding claims in evidence.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

according to the data

Replaces "as" with "according to", emphasizing the data as the source of information.

based on the data

Highlights that the data forms the foundation for a conclusion or decision.

the data indicates

Shifts the focus to the data's ability to show or suggest something.

the data suggests

Implies that the data hints at a conclusion, but doesn't definitively prove it.

in light of the data

Adds a sense of consideration and thoughtfulness to the interpretation of the data.

given the data

Similar to "in light of", but with a slightly more conditional tone.

the data reveals

Emphasizes the data's ability to uncover or make something known.

from the data

A more concise way of stating that something is derived or obtained from the data.

the data demonstrates

Focuses on the data's ability to clearly show or prove a point.

the evidence suggests

Broadens the scope from just "data" to any form of "evidence", while retaining a similar meaning.

FAQs

What does "as the data" mean?

The phrase "as the data" introduces a statement or conclusion that is based on the information or statistics being presented. It signals that what follows is directly supported by the data.

How can I use "as the data" in a sentence?

You can use "as the data" to start a sentence or clause that explains what the data shows. For example: "As the data shows, there's been a significant increase in customer satisfaction."

What can I say instead of "as the data"?

You can use alternatives like "according to the data", "based on the data", or "the data indicates" depending on the context.

Is it correct to say "as the data shows"?

Yes, it's perfectly acceptable. The phrase "as the data shows" is a common and grammatically correct way to introduce information derived from data. It clearly indicates that the subsequent statement is supported by the data being referenced.