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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 numbers provided
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "based on numbers provided" is correct and usable in written English.
It can be used when referring to conclusions, decisions, or analyses that rely on specific numerical data that has been shared. Example: "The report's findings are based on numbers provided by the financial department."
✓ Grammatically correct
News & Media
Science
Wiki
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
5 human-written examples
Because this data is based on numbers provided by independent law schools, which tend to rank in lower tiers, default rates at more highly ranked schools may be even lower.
News & Media
Reuters calculations based on numbers provided by the pilgrims' home countries showed the death toll was at least 2,070.
News & Media
Based on numbers provided by Tatianna L. Stanton, the organizer of the goat program in the Department of Animal Science at Cornell University, it's estimated that we consume only 0.25 pound of goat meat annually per capita in the United States.
News & Media
Toronto Maple Leafs (NHL) – Valued at $1.30 billion USD in 2014, 1st in the NHL Toronto Raptors NBAA) – Valued at $920 million USD in 2015, 14th in the NBA Toronto FC (MLS) – Valued at $121 million USD in 2013, 5th in MLS Toronto Marlies AHLL) Toronto FC II (USL Pro) TFC Academy (League1 Ontario) Note that the valuations done by Forbes are estimates and are not based on numbers provided by MLSE.
Wiki
Post-stratification data weighting was applied to adjust for an over-representation of DEIS students in our sample, based on numbers provided by the Department of Education's statistics office.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
55 human-written examples
Without the five teams, the university, based on numbers it provided, will have to add 50 spots for women and eliminate 80 spots for men to meet Title IX requirements.
News & Media
It rose to 1.004 billion in 2012 (I inferred this total based on other numbers provided in the press conference).There's nothing wrong with either age range.
News & Media
Doing the math based on other numbers provided, I estimate the cost of a list subscriber at $6.40 and the cost of an actual purchaser at $26.50.
News & Media
Children and adolescents should have enough time in bed to get the required sleep based on the numbers provided above.
News & Media
Based on the numbers provided in Supplementary Table S1, both SEG and TRA accuracy measures were higher for nuclear labeling than for cytoplasmic labeling.
Science
All this is based on numbers Amazon doesn't provide.
News & Media
Expert writing Tips
Best practice
When using "based on numbers provided", ensure the source of the numbers is clearly identified to maintain transparency and credibility.
Common error
Avoid presenting conclusions "based on numbers provided" without sufficient context or explanation of how those numbers were interpreted. Always clarify the connection between the data and your analysis.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on numbers provided" functions as a prepositional phrase modifying a noun or clause. Ludwig shows that it introduces information that is grounded in numerical data shared by a specific source. It indicates the foundation upon which an analysis or conclusion rests.
Frequent in
Science
40%
News & Media
40%
Wiki
20%
Less common in
Formal & Business
0%
Academia
0%
Encyclopedias
0%
Ludwig's WRAP-UP
The phrase "based on numbers provided" is a prepositional phrase indicating that a statement, analysis, or conclusion is derived from specific numerical data. Ludwig AI confirms its grammatical correctness and its role in establishing transparency. While primarily used in scientific and news contexts, the phrase maintains a neutral register suitable for various communications. To enhance clarity, always identify the source of the numbers. Alternatives include "according to figures supplied" and "derived from data presented". Avoid assuming the numbers are self-explanatory; always provide sufficient context for your analysis.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
according to figures supplied
This alternative focuses on the act of supplying figures, emphasizing the source of the data.
derived from data presented
This phrase highlights the derivation aspect, indicating that something is obtained from the presented data.
informed by statistics shared
This alternative underscores the influence of shared statistics on the outcome.
using the given metrics
This option points out the utilization of specific metrics in the process.
relying on numerical evidence
This highlights the dependence on numerical evidence for support.
drawing from quantitative information
This focuses on the act of extracting information of a quantitative nature.
as per the numbers reported
This alternative emphasizes the reported aspect of the numbers.
grounded in the data shared
This highlights that something is firmly based or established in shared data.
built upon the statistics available
This option emphasizes the process of building something on the available statistics.
stemming from figures disclosed
This alternative indicates that something originates or arises from disclosed figures.
FAQs
How can I use "based on numbers provided" in a sentence?
You can use "based on numbers provided" to introduce a conclusion, analysis, or calculation that relies on specific numerical data. For example, "The sales forecast is "based on numbers provided" by the marketing team."
What's a more formal alternative to "based on numbers provided"?
A more formal alternative could be "according to the figures supplied" or "derived from the data presented". These phrases maintain a professional tone while conveying the same meaning.
Is it always necessary to specify the source when saying "based on numbers provided"?
While not always grammatically required, specifying the source of the numbers enhances credibility and allows the audience to assess the reliability of the data. For example, "The projections are "based on numbers provided" by the Bureau of Labor Statistics."
What's the difference between "based on numbers provided" and "estimated using numbers provided"?
"Based on numbers provided" suggests a direct reliance on the data for a conclusion or calculation, while "estimated using numbers provided" indicates that the data was used as a basis for an approximation or projection.
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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
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested