It should be noted that the word has a stronger connotation than took is captured or extracted.
It should be noted that a connotation simply means the idea or feeling that's conveyed by a particular word.
In this case, the the word has a stronger connotation than took is captured or extracted. This is useful in evoking a particular emotion in the reader's mind.
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