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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.
Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
based on stats from
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "based on stats from" is correct and usable in written English.
You can use it when referencing data or statistics that support a statement or argument. Example: "The conclusions drawn in this report are based on stats from various studies conducted over the past decade."
✓ Grammatically correct
News & Media
Science
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
3 human-written examples
In May, it was the third most-viewed YouTube channel in the world according to online-video industry website Tubefilter, based on stats from analytics company OpenSlate indicating Webs & Tiaras was watched 544.7m times that month.
News & Media
Last year, Twitter started to make more money out of advertising running on its mobile platform than it did on its desktop product, according to this report in the WSJ based on stats from eMarketer.
News & Media
Every year, Men's Health ranks 100 cities in order from best to worst for men, based on stats from the Bureau of Labor Statistics, the CDC and the FBI on 35 different criteria, ranging from employment to air quality to diabetes and more.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
57 human-written examples
Lookout's report, based on stats using feedback from its 50 million users, comes as another security company, RiskIQ, said it had seen a huge rise in the number of malicious programs appearing on Google's Play store.
News & Media
Apparently the Interior ministry claim at that around 25% of veil-wearers are recent converts from non-Muslim backgrounds, but that's from a Daily Mail copy of a Reuters infographic based on stats that apparently haven't don't exist in the public domain.
News & Media
Here is the Guardian's ranking of the 10 best strikers in the league this season, based on stats provided by Opta.
News & Media
As Pingdom points out, those five countries represent a potential audience of about 150 million Internet users, based on stats provided by Internet World Stats.
News & Media
Based on the stats from PHE, Briggs adds, "We can say about a third of people living with HIV infection, both diagnosed and undiagnosed, were resident in London".
News & Media
Based on the stats today from Nielsen, that doesn't seem to be the case — unless one Android phone is dominating the sales figures (which isn't the case).
News & Media
The game uses four main stats to determine success, and opens storylines to the player based on their stats, their story choices, and the various qualities and items they collect along the way.
News & Media
Also, vehicle density is variable whereas VADD calculates packet forwarding delay using data based on certain stats.
Expert writing Tips
Best practice
When using "based on stats from", ensure the source of the statistics is credible and clearly cited to maintain transparency and build trust with your audience.
Common error
Avoid drawing definitive conclusions solely "based on stats from" one source. Cross-reference with other data and analyses to provide a more robust and balanced perspective.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on stats from" acts as a prepositional phrase functioning as an adverbial modifier. It typically modifies a verb or clause, indicating the evidentiary basis for a claim. As Ludwig AI confirms, this phrase is acceptable in written English.
Frequent in
News & Media
66%
Science
33%
Formal & Business
0%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "based on stats from" is a grammatically sound and frequently used phrase. Ludwig AI confirms this. It serves to provide support for a claim or statement by grounding it in statistical evidence. While this phrase is suitable for various contexts, ranging from neutral to professional, it's crucial to cite sources appropriately to ensure credibility and avoid over-reliance on any single source. Alternative phrasing includes "according to statistics provided by" and "derived from statistical data by", to prevent the repetition of similar sentences when you have to make several affirmations.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
according to statistics provided by
Replaces "based on" with "according to", emphasizing the source of the statistics rather than the act of basing a conclusion on them.
derived from statistical data by
Uses "derived from" to highlight the process of obtaining information from the statistical data, instead of simply basing something on it.
informed by statistics from
Emphasizes that the statistics have influenced or shaped the information.
drawing on stats from
Highlights the act of utilizing statistics as a resource.
relying on statistics from
Focuses on the dependence on statistics as the primary source.
using statistical data from
A more straightforward alternative focusing on the action of using data.
founded on stats from
Highlights the idea that the data is a base.
with statistics from
Simplifies the phrase by directly stating the presence of supporting data.
as indicated by statistics from
Emphasizes the role of statistics in indicating or suggesting a particular outcome.
statistics sourced from
Focuses on the origin and nature of the statistical information being referenced.
FAQs
What does "based on stats from" mean?
The phrase "based on stats from" indicates that information or conclusions are derived from and supported by statistical data obtained from a particular source.
What can I say instead of "based on stats from"?
You can use alternatives like "according to statistics provided by", "derived from statistical data by", or "informed by statistics from" depending on the specific context.
How do I properly cite sources when using "based on stats from"?
When using "based on stats from", provide a clear and specific citation, including the name of the organization or publication that collected the data and, if possible, a direct link to the original source.
Is "based on stats from" formal or informal?
The phrase "based on stats from" is suitable for both neutral and professional contexts, but consider using more formal alternatives like "according to statistical data" or "derived from analysis of" in highly formal or academic writing.
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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