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The phrase "ability to interpret this" is correct and usable in written English.
You can use it when discussing someone's skill or capacity to understand or make sense of a particular piece of information or data.
Example: "Her ability to interpret this complex data set has greatly contributed to our research findings."
Alternatives: "capacity to understand this" or "skill in deciphering this".
Exact(8)
Our ability to interpret this trend is limited, however, by the preponderance of retrospectively designed investigations in this area.
The ability to interpret this data can be seen as a new literacy that soon could be as important as grammar and spelling.
But Truswell cautions that humans probably aren't born with the ability to interpret this kind of nesting structure.
While the amount of research has increased, the ability to interpret this material becomes increasingly difficult.
We observed a ceiling effect in the Stroop test which undermined our ability to interpret this result.
Our ability to interpret this molecular fossil record is constrained by ignorance of the function of their molecular antecedents.
Similar(52)
Third, formal medical education typically provides minimal training in applying genetic/genomic tests and data, limiting many health care providers' abilities to interpret this information.
Moth balls are available with two different formulations in Canada (para-dichlorobenzene or naphthalene) and we did not collect data on which type our study participants used therefore limiting our ability to interpret the influence of this particular source.
After defining the model's ability to interpret the vision, the intrinsic mechanism of this interpretation is explored.
The availability of multiple salvage therapies may limit the ability to interpret the efficacy of drugs in this setting.
This affects the ability to interpret the significance of the changes in PA measures.
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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