according to the data from

USAGE SUMMARY

"according to the data from" is correct and usable in written English.
You can use it when citing information or evidence in order to support an argument. For example: "According to the data from the study, the new drug showed a significant improvement in patient health."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Meanwhile construction output fell sharply, according to the data from the Office for National Statistics.

The Guardian - Business

Copeland, Cumbria, has the most overweight people in England, according to the data from Public Health England.

The Guardian

The number of students taking up languages at postgraduate level also fell, according to the data from the report.

The Guardian

Those prosecutions, however, rarely result in convictions, according to the data from the clerk's office.

The New York Times

Eloxatin, which is already used in more than 55 countries, is far less a miracle drug than Gleevec, according to the data from clinical trials.

The New York Times

According to the data from Hope Now, lenders completed "loan workouts" for 638,000 troubled subprime borrowers from July through the end of January.

The New York Times

Government spending rose by 10%, following a 16% boost to defence spending, according to the data from the US Bureau of Economic Analysis.

The Guardian - Business

But while the value put on informal childcare has soared, British households are doing less cleaning, DIY and gardening, according to the data from the Office for National Statistics ONSS).

The Guardian

On March 16 alone, five days after the earthquake and tsunami and as the nation's nuclear crisis was worsening, investors put $700 million into Japanese E.T.F.'s, according to the data from TrimTabs, an investment research organization.

The New York Times

Christian Diez, a bondsman, owes more than a half-million dollars in forfeitures of 18 bonds in Manhattan and Brooklyn, according to the data from the district attorneys' offices.

The New York Times

On Sept. 18, he tried one more drug — a targeted therapy that had shown some very modest benefits and seemed well suited to his case, at least according to the data from his cancer genome.

The New York Times - Magazine

Expert writing Tips

Best practice

When using "according to the data from", always cite the specific source clearly to maintain credibility and allow readers to verify the information.

Common error

Avoid using "according to the data from" without specifying which dataset you're referencing. Be precise to prevent ambiguity.

Linguistic Context

The phrase "according to the data from" serves as an attribution phrase. It introduces information or findings that are derived from a particular dataset or source. Ludwig AI confirms that this phrase is correct and usable.

Expression frequency: Very common

Frequent in

Science

52%

News & Media

40%

Formal & Business

8%

Less common in

Wiki

0%

Reference

0%

Social Media

0%

Ludwig's WRAP-UP

The phrase "according to the data from" is a versatile and widely used phrase that adds credibility and transparency to writing by explicitly sourcing information to data. As Ludwig AI confirms, the phrase is grammatically correct and broadly applicable across contexts, particularly in Science, News & Media, and Formal & Business communications. When employing this phrase, specifying the exact data source is key to avoid ambiguity and enhance trust. Alternatives such as "based on the data from" or "as indicated by the data from" can be used to add variety while maintaining precision.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on the data from

Emphasizes the foundation of information resting upon specific data.

as indicated by the data from

Highlights that the data explicitly points to a specific conclusion.

drawing from the data provided by

Suggests a process of extracting information from a data source.

according to insights derived from the data from

Adds an element of interpretation and deeper understanding gained from the data.

the data from suggests that

Shifts the focus to the data's implication, rather than explicitly stating a source.

data from reveals that

Emphasizes the uncovering or discovery of information through the data.

the data from indicates

Implies the data is a sign or signal pointing toward a certain conclusion.

analysis of the data from shows

Highlights a deeper investigation of the source data.

the data from demonstrates

Stresses the data's ability to prove or clearly display something.

the findings from the data from suggest

Focuses on conclusions or results obtained from the data.

FAQs

How can I use "according to the data from" in a sentence?

You can use "according to the data from" to introduce information that is derived from a specific data source. For example, "According to the data from the CDC, the infection rates have decreased."

What are some alternatives to "according to the data from"?

You can use alternatives such as "based on the data from", "as indicated by the data from", or "drawing from the data provided by" depending on the context.

Is it necessary to specify the data source when using "according to the data from"?

Yes, specifying the data source is crucial for transparency and credibility. It allows readers to verify the information and assess its reliability.

What's the difference between "according to the data from" and "the data shows"?

"According to the data from" explicitly attributes the information to a specific source, while "the data shows" is a more general statement about what the data reveals without necessarily specifying where it comes from.