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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
primarily generated by
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "primarily generated by" is correct and usable in written English.
It can be used to indicate the main source or cause of something, often in contexts related to data, processes, or phenomena. Example: "The increase in traffic congestion is primarily generated by the rise in population density in urban areas."
✓ Grammatically correct
Science
News & Media
Encyclopedias
Alternative expressions(4)
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
33 human-written examples
Axon's new business wins are now primarily generated by e-business.
News & Media
The company is eager to protect both its revenue and the wealth of Michael R. Bloomberg, which are still primarily generated by the terminals business.
News & Media
It is primarily generated by osmotic pressure in the cells of the roots and can be demonstrated by exudation of fluid when the stem is cut off just aboveground.
Encyclopedias
And he lamented what he called "the name-calling against investors who do not just 'go along' with cents-on-the-dollar offers for valid sovereign debt," saying it was primarily generated by ideological groups and debtors who do not want to pay.
News & Media
These bursts are primarily generated by slow dynamical processes in the underlying neurons.
Vacancies are presumed to be primarily generated by the dragging of intersection jogs.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
27 human-written examples
Essentially, it suggests that damage to proteins, lipids and DNA is caused by free radicals, more specifically reactive oxygen species (ROS), primarily generated as a by-product of mitochondrial oxidative phosphorylation.
Science
It is known that the cerebrospinal fluid (CSF) was primarily generated and secreted by the choroid plexuses (CP) and approximately 10 20% was arised from the brain interstitial fluid, which contains metabolites of neurons [25].
Science
As the Twinkle patients also showed complete absence of dimeric mtDNA molecules, this could indicate that they are primarily generated via recombination but later maintained by replication.
Science
Currents are primarily those generated by the prevailing winds, but, in areas where the tidal range is great, tidal effects may become paramount.
Encyclopedias
Supporting evidence for the self-medication and the disinhibition arguments has primarily been generated by means of quantitative research methods, such as epidemiological studies [ 11, 32], systematic reviews [ 10], or clinical pharmacological trials [ 27, 35].
Science
Expert writing Tips
Best practice
When using "primarily generated by", ensure that the context clearly establishes the agent or process responsible for the generation. For example, "The report's findings are primarily generated by data collected over the past decade."
Common error
Avoid oversimplification by acknowledging potential secondary causes when using "primarily generated by". Recognize that while one factor may be dominant, others may still contribute significantly. Consider rephrasing if multiple factors are equally significant.
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "primarily generated by" functions as a passive construction indicating the origin or cause of something. Ludwig AI confirms the phrase is usable and appropriate for indicating a main source or cause.
Frequent in
Science
70%
News & Media
20%
Encyclopedias
10%
Less common in
Formal & Business
0%
Social Media
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "primarily generated by" is a grammatically sound and usable English expression that serves to indicate the main source or cause of something. As shown in Ludwig, it's commonly employed across various domains, notably science and news media. The phrase is best suited for formal and scientific contexts where precise attribution is important. Alternatives like "mainly produced by" and "chiefly caused by" can be used, but the choice depends on nuance and specific context. Ludwig AI confirms its correctness, advising users to ensure context clarifies the agent responsible and to acknowledge potential secondary causes to avoid oversimplification.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
mainly produced by
Replaces "primarily" with "mainly", indicating a slight shift towards a more general sense of origin.
chiefly caused by
Substitutes "generated" with "caused", focusing on the act of causing something to happen.
largely created by
Uses "created" instead of "generated", suggesting a more active or intentional process.
principally derived from
Employs "derived from", which is suitable when the source is a transformation or evolution.
predominantly sourced from
Highlights the origin as a source, useful when referring to where something comes from.
primarily stems from
Focuses on the origin as the root cause of something, using a verb that implies origin.
mostly formed through
Indicates the creation of something through a specific process.
fundamentally brought about by
Emphasizes the basic or essential cause using "brought about".
primarily arises out of
Focuses on emergence or origination from a particular situation or condition.
is mainly a result of
Changes the structure to emphasize the outcome or effect of something.
FAQs
How can I use "primarily generated by" in a sentence?
Use "primarily generated by" to indicate the main source or cause of something. For example, "The company's revenue is primarily generated by online sales."
What are some alternatives to "primarily generated by"?
You can use alternatives like "mainly produced by", "chiefly caused by", or "largely created by" depending on the context.
Is it correct to say "mainly generated by" instead of "primarily generated by"?
Yes, "mainly generated by" is a valid alternative. "Mainly" and "primarily" are often interchangeable, although "primarily" may suggest a more nuanced or statistical dominance.
What is the difference between "primarily generated by" and "secondarily generated by"?
"Primarily generated by" indicates the main source, while "secondarily generated by" suggests a less significant or contributing source. The choice depends on the relative importance of the source.
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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
4.1/5
Expert rating
Real-world application tested