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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
according to data published by
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "according to data published by" is correct and usable in written English.
It can be used when referencing information or findings that have been released by a specific source or organization. Example: "According to data published by the World Health Organization, global vaccination rates have increased significantly over the past year."
✓ Grammatically correct
News & Media
Science
Encyclopedias
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
51 human-written examples
China's coal and steel sectors employ about 12 million workers, according to data published by the National Bureau of Statistics.
News & Media
Arab countries also have very high rates, according to data published by the federation.
News & Media
Total Conservative party election expenditure was £12,769,029, against £11,140,019 spent by the Labour party, according to data published by the Electoral Commission.
News & Media
· More than 1.7 million people have had to take days off to recover from their summer holidays, according to data published by the Benenden Healthcare organisation.
News & Media
In total, around three in four universities are likely to have an overall drop in numbers, according to data published by the Higher Education Funding Council for England.
News & Media
The number of offsets sold by online retailers like TerraPass, Carbonfund.org, NativeEnergy, e-BlueHorizons and many others grew more than 42percentt from 2005 to 2006, according to data published by the research firms New Carbon Finance and Ecosystem Marketplace.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
9 human-written examples
According to data published earlier this week by the Czech Statistical Office, average wages grew by 5.0% in real terms over the quarter, compared with the same period the year before.
News & Media
Users need an email to register for a user account on the forum, and the email [email protected] was used to register the user Nokia2mon2, according to data published online by hackers who breached Hack Forums in 2011, which was reviewed by Motherboard.
News & Media
According to data published this year by the National Center for Health Statistics, American men reported that only 65percentt of the children they had fathered over a five-year period were anticipated.
News & Media
In November, like-for-like sales in central London were up 13.3%, according to data published tomorrow by the London Retail Consortium.
News & Media
Thanks in large part to effective vaccines, rates of hepatitis A and hepatitis B infection have declined to their lowest levels in 40 years, according to data published recently by the Centers for Disease Control and Prevention.
News & Media
Expert writing Tips
Best practice
Always cite the specific source when using the phrase "according to data published by" to maintain credibility and allow readers to verify the information.
Common error
Avoid using "according to data published by" when the information is widely known or easily verifiable through multiple sources. Instead, consider using a more general statement or citing the primary source of the original research.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "according to data published by" functions as an attribution phrase. It introduces factual information and credits a specific source for its release. Ludwig AI confirms its correctness and usability in various contexts.
Frequent in
News & Media
61%
Science
25%
Encyclopedias
3%
Less common in
Wiki
1%
Formal & Business
1%
Reference
0%
Ludwig's WRAP-UP
The phrase "according to data published by" is a grammatically sound and frequently used expression for attributing information to a specific source. As noted by Ludwig AI, it's suitable for various contexts, particularly in news, science, and encyclopedic content. While maintaining neutrality, it is important to always cite the source and avoid overgeneralization. Alternatives such as "based on data released by" or "as reported in data from" can be used to add variety. By following these guidelines, writers can effectively use "according to data published by" to enhance the credibility and clarity of their writing.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
based on data released by
Emphasizes the act of making data available to the public.
as reported in data from
Highlights the reporting of data findings from a specific source.
drawing from data compiled by
Focuses on the process of data aggregation and its origin.
according to figures released by
Specifically refers to numerical data and its official release.
data indicates, as shown by
Shifts focus to the data's implications, supported by a source.
the data suggests, according to
Introduces an interpretation of the data, attributed to a source.
information sourced from
General attribution of information to a particular origin.
as per the findings of
Highlights the conclusions or results of research or analysis.
data analysis reveals, per
Focuses on insights gained through data analysis, referencing the source.
the study indicates, according to
Emphasizes the conclusions from an academic study, attributed to a source.
FAQs
How can I use "according to data published by" in a sentence?
Use "according to data published by" to introduce specific findings or statistics from a particular organization or study. For example, "According to data published by the CDC, rates of flu vaccination have decreased this year".
What are some alternatives to "according to data published by"?
You can use alternatives like "based on data released by", "as reported in data from", or "drawing from data compiled by" depending on the context.
Is it necessary to always cite the source after using "according to data published by"?
Yes, it is essential to cite the source immediately after using "according to data published by" to provide context and credibility to your statement. This allows readers to verify the information.
What kind of sources are appropriate to use with "according to data published by"?
Appropriate sources include government agencies, research institutions, reputable organizations, and established publications. Ensure the source is credible and the data is relevant to your statement.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested