Used and loved by millions

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 quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

MitStanfordHarvardAustralian Nationa UniversityNanyangOxford

amount of integration

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "amount of integration" is correct and usable in written English.
It can be used when discussing the degree or extent to which different elements are combined or unified in a particular context, such as technology, systems, or processes. Example: "The amount of integration between the software applications has significantly improved workflow efficiency."

✓ Grammatically correct

News & Media

Science

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

16 human-written examples

"It would require such a tremendous amount of integration and coordination that it would probably bring the French more closely into NATO," an analyst said.

News & Media

The New York Times

In theory it's possible to achieve a fair amount of integration by crossing city and suburban boundaries or opening magnet schools attractive to both minority and white students.

News & Media

The New York Times

Recently, the amount of integration assistance has increased," the men were told this week in a statement from Icsa, which also warned police would be called in to force "the movement of those who refuse to cooperate".

News & Media

The Guardian

#4: Amount of integration required.

News & Media

Forbes

The Yelp widget has the greatest amount of integration right now.

News & Media

TechCrunch

Four to five years ago, a massive amount of integration products were quickly renamed ESBs, and SOA was infamously declared dead due to the level of marketing hype.

News & Media

TechCrunch
Show more...

Human-verified similar examples from authoritative sources

Similar Expressions

44 human-written examples

The above-mentioned depletion of T-DNA integration in AT isochores was mainly due to a very low amount of integrations in large AT isochores with only two cases observed (0.6%), whereas 1.6% of the tags were found in telomeres that may contain active genes, including numerous copies of a RecQ telomere-linked helicase (Rouxel et al. 2011).

With regards to this, it is important to note that the N5 is not only elicited by harmonically irregular (unexpected) chords, but also by harmonically regular (expected) chords [5, 22; see also Figure 4]: Although irregular chords usually require a higher amount of harmonic integration (leading to a larger N5), regular chords also require integration into the harmonic context.

Science

Plosone

Astronomy, Earth science, hydrology, and solar-terrestrial physics have seen a noteworthy amount of semantic integration.

But what kept me coming back was his relationship to time, starting with the staggering amount of historical integration Balanchine poured into the training of his dancers.

Differences in the amount of vertical integration or subcontracting, accounting policies, and many other factors often obscure the relative productivity of companies.

Show more...

Expert writing Tips

Best practice

When discussing system design or process optimization, quantify the "amount of integration" to provide specific insights for improvements.

Common error

Avoid exaggerating the impact of the "amount of integration" without providing concrete evidence of its benefits; instead, focus on demonstrating tangible improvements.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.3/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "amount of integration" functions as a noun phrase that commonly serves as the object of a verb or the subject of a clause. It describes the quantity, degree, or extent to which different elements are combined or unified, as evidenced by Ludwig's examples.

Expression frequency: Uncommon

Frequent in

Science

35%

News & Media

35%

Formal & Business

10%

Less common in

Academia

10%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "amount of integration" is a grammatically sound noun phrase used to describe the degree to which elements are combined. Ludwig AI confirms its correctness and usability across various contexts, particularly in technical and formal discussions. While synonyms like "level of integration" and "degree of integration" offer similar meanings, "amount of integration" specifically emphasizes the quantifiable aspect of interconnectedness. When using this phrase, it's crucial to provide concrete details to avoid overstating its impact and to ensure clarity and specificity in your communication.

FAQs

How can I measure the "amount of integration" in a system?

The "amount of integration" can be measured by assessing the number of interconnected components, the data flow between them, and the degree of seamless interaction. Metrics such as API calls, shared data structures, and cross-functional processes can be used.

What does a high "amount of integration" imply?

A high "amount of integration" suggests a tightly coupled system where components are heavily interconnected and interdependent. This can lead to increased efficiency and streamlined workflows, but also greater complexity and potential points of failure.

What are some alternatives to the phrase "amount of integration"?

You can use alternatives like "level of integration", "degree of integration", or "extent of integration" depending on the specific context.

Why is determining the right "amount of integration" important?

Determining the right "amount of integration" is crucial for balancing efficiency and maintainability. Too little integration can lead to data silos and duplicated effort, while too much can create a brittle system that is difficult to modify or scale. Finding the right balance optimizes performance while minimizing risk.

ChatGPT power + Grammarly precisionChatGPT power + Grammarly precision
ChatGPT + Grammarly

Editing plus AI, all in one place.

Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.

Source & Trust

82%

Authority and reliability

4.3/5

Expert rating

Real-world application tested

Most frequent sentences: