based on the data

USAGE SUMMARY

"based on the data" is correct and can be used in written English.
You can use it to describe making a decision that is formed or supported by facts or figures from an analysis of data. For example: "The team decided to go ahead with the project based on the data collected from their market research."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

"Getting one shot does not protect, based on the data we have now".

The New York Times

Based on the data, try to find natural ways to include the more valuable ones in your content.

Huffington Post

The case is already made based on the data.

The Guardian

She couldn't know based on the data she had.

The New York Times - Magazine

A market that moves around based on the data is a healthy thing.

The Guardian - Business

They just spit out predictions based on the data fed into them.

The New York Times

The answer could be either, based on the data from government agencies these days.

The New York Times

It assigns a probability to outcomes across the country based on the data collected.

The Guardian

"We made this decision based on the data and doing what's right for our customers," he said.

The New York Times

Facebook's projected $100bn value is based on the data it offers people who want to exploit its social graph.

The Guardian - Tech

Microsoft has built a new national wireless data network, based on the data broadcasting ability of FM radio stations.

The New York Times

Expert writing Tips

Best practice

When using "based on the data", ensure that the data source is reliable and the interpretation is accurate to maintain credibility.

Common error

Avoid making absolute claims using "based on the data" if the data has limitations or potential biases. Acknowledge uncertainties to enhance transparency.

Linguistic Context

The phrase "based on the data" functions as a prepositional phrase, modifying a verb or clause to indicate the foundation or rationale behind a conclusion or action. It introduces the factual basis for a decision, assertion, or analysis, as confirmed by Ludwig AI.

Expression frequency: Very common

Frequent in

Science

34%

News & Media

56%

Formal & Business

10%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "based on the data" is a prevalent phrase used to substantiate claims and decisions with evidence. Ludwig AI confirms its grammatical correctness and broad applicability across different registers, particularly in science, news, and business. The phrase serves to add credibility to arguments, and alternatives like "according to the data" and "as the data indicates" can provide nuanced emphasis. When using this phrase, ensure your data is reliable and your interpretation is sound to maintain the integrity of your argument.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

according to the data

Emphasizes that the information directly dictates the conclusion.

as the data indicates

Highlights that data suggests something, perhaps not definitively.

the data suggests

Presents the information as a hint or indication rather than a firm conclusion.

in light of the data

Focuses on considering the information before making a conclusion.

given the data

States that the data is a known fact upon which a conclusion is built.

drawing from the data

Highlights the act of extracting a conclusion from a data source.

from the perspective of the data

Changes the viewpoint to emphasize the data's inherent message.

data-driven

Adjective describing something powered or influenced by facts.

empirically

Denotes the use of observation or experiment to make a conclusion.

evidence suggests

Moves away from directly stating that data informs the conclusion.

FAQs

How can I use "based on the data" in a sentence?

Use "based on the data" to introduce conclusions or decisions derived from analyzing facts and figures. For example, "Based on the data, we project a significant increase in sales next quarter."

What are some alternatives to saying "based on the data"?

You can use alternatives like "according to the data", "as the data indicates", or "the data suggests" to express similar meanings with slight variations in emphasis.

How does "based on the data" differ from "in my opinion"?

"Based on the data" presents a conclusion as supported by evidence, whereas "in my opinion" introduces a subjective viewpoint not necessarily tied to concrete information.

Is it always necessary to cite the source of data when using "based on the data"?

While not always mandatory, citing the data source adds credibility to your statement, especially in formal or academic contexts. This allows readers to evaluate the reliability of your conclusion. If the context is casual or the data's origin is commonly known, it may not be necessary.