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"correlation between them" is correct and usable in written English
You can use this phrase when talking about the relationship or connection between two things or factors. Example: The study found a strong correlation between diet and cholesterol levels.
Exact(60)
The correlation between them will be studied.
There is no correlation between them.
There was no significant correlation between them.
But there is no correlation between them.
Figure 8 portrays a linear correlation between them.
The linear correlation between them is shown by R2.
Positive linear correlation between them was found (some dots overlap).
Fruiting and predation showed no significant correlation between them.
Fig. 7c shows an evident correlation between them.
Cases, however, may exist where loads are applied sequentially with varying degrees of correlation between them.
We found that explanatory variable of Nopt was also SWC, with negative correlation between them.
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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