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The phrase "the interrelationship between" is correct and can be used in written English.
You can use it to describe connections and relationships between two or more things. For example, "This essay will examine the interrelationship between education and economic growth."
Exact(59)
However, these studies did not consider the interrelationship between physical inactivity, dietary habits, and metabolic syndrome.
The interrelationship between these two options should be well understood.
The interrelationship between schooling, government and community attitudes has made education a tough component to tackle.
Here — dark energy: of love, of the cosmos, and of the interrelationship between the two.
His statement also exhibits the Tory's thinking about the interrelationship between parts of the machinery of state.
"Suddenly, we have a unified environment to examine the interrelationship between real-world features," Dr. Ahearn said.
That indecision left him with an appreciation for the interrelationship between circuitry and coding that many computer designers lack.
The interrelationship between astaxanthin and fatty acids remains poorly understood.
We also analyse the interrelationship between these stakeholders.
Since the correlation coefficient gives the interrelationship between the parameters, correlation coefficients were calculated.
The interrelationship between the activities made it possible to identify the main subsystems.
More suggestions(24)
depicts the interrelationship between
demonstrates the interrelationship between
explain the interrelationship between
elucidate the interrelationship between
for the interrelationship between
the interconnection between
the correlation between
the intercourse between
the interdependence between
the interrelatedness between
the nexus between
the liaison between
the interaction between
the interplay between
the interconnectivity between
the rapport between
the interlinkage between
the interdependency between
the ratio between
the interconnectedness between
the subjects between
the interface between
the links between
the link between
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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