according to the data

USAGE SUMMARY

"according to the data" is correct and usable in written English.
You can use it to introduce a fact or discovery that has been made through data that has been collected. For example, "According to the data, over 70% of people polled said they were likely to vote in the upcoming election."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

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The Washington Post

According to the YY/T0127.1 standard, a hemolytic rate below 5% is acceptable [38 40].

Nanoscale Research Letters

According to the N4BB blog, a beta version of the player was spotted on the BlackBerry.com website.

TechCrunch

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BMC Infectious Diseases

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Cornell University

Expert writing Tips

Best practice

Use "according to the data" when you want to explicitly state that your claim or conclusion is directly supported by the presented data. This strengthens the objectivity and reliability of your statement.

Common error

Avoid starting every sentence with "according to the data". While it's important to cite your sources, overuse can make your writing sound repetitive and less engaging. Vary your sentence structure and introduce data-backed information more organically.

Linguistic Context

The phrase "according to the data" functions as a discourse marker, specifically an evidential marker. It signals that the information presented is derived from and supported by empirical data. Because Ludwig shows a lack of examples, it's difficult to infer from Ludwig's data.

Expression frequency: Missing

Frequent in

Science

0%

News & Media

0%

Formal & Business

0%

Less common in

Science

0%

News & Media

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Formal & Business

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Ludwig's WRAP-UP

In summary, the phrase "according to the data" is used to indicate that information is based on data, lending credibility to a statement. While grammatically correct, Ludwig reports no existing examples and that limits to provide real-world insights about primary use cases and common authoritative sources, implying that it might be less frequent than other similar phrases or absent on Ludwig's index. When using this phrase, ensure it aligns with the context and that you vary your language to avoid repetition. According to Ludwig AI, the phrase is correct, so you may confidently use it if you think it is appropriate for the context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on the data

This alternative directly states that the information is founded on the data.

the data suggests

This alternative frames the data as implying or indicating something.

data indicates

Similar to 'the data suggests', but with a stronger emphasis on the data's directness.

as per the data

This alternative uses a more formal tone to indicate accordance with the data.

the data reveals

This option emphasizes the data's role in uncovering or disclosing information.

according to the statistics

This alternative specifies the type of data being referenced as statistics.

data analysis shows

This phrase highlights the analysis process leading to the information.

the information shows

This is a more general alternative, using "information" instead of "data".

analysis of the data indicates

This alternative explicitly mentions the 'analysis' aspect.

the findings suggest

This broader alternative refers to 'findings' derived from a data source.

FAQs

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

Use "according to the data" to introduce a statement or finding that is directly supported by specific data. For example, "According to the data, sales increased by 15% last quarter".

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

You can use alternatives like "based on the data", "the data suggests", or "data indicates" to vary your phrasing.

Is it redundant to say "according to the data analysis"?

While not strictly incorrect, it can be redundant. "According to the data" already implies that some form of analysis has been performed. If the specific type of analysis is relevant, you can say "data analysis shows" or explicitly mention the method.

What's the difference between "according to the data" and "in my opinion"?

"According to the data" presents information as factual and evidence-based, while "in my opinion" introduces a subjective viewpoint. They serve very different purposes in writing; the former is objective, and the latter is subjective.