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The phrase "ability to weed through" is correct and usable in written English.
It can be used when discussing someone's skill in sorting through information or materials to find what is relevant or important.
Example: "Her ability to weed through the vast amount of data allowed her to identify the key trends that would drive the project forward."
Alternatives: "skill in sifting through" or "capability to filter through".
Exact(1)
"It underestimates the public's ability to weed through crap".
Similar(57)
It's a testament to the innate human ability to weed out the inessentials.
"In other words, the right of first refusal gives the board the ability to weed out a buyer who is really undesirable," Mr. Siegler said.
The primary key to the company's success is its extraordinary ability to weed out deadbeats.
This will only help accelerate our ability to weed out our lowest performers and better reward our hungry, motivated and productive employees.
The answer to this question depends at least in part on the actual gene transfer frequencies and on the ability to weed out transferred genes from further analyses.
You get your loyalty points without having to weed through your billfold for a buried slice of plastic.
Maybe so, but those results do little to help those trying to weed through the growing mountain of data.
"Wireless is fraught with discontinuities" because companies will have to weed through myriad emerging wireless standards, Peterschmidt says.
No heavy-handed allusions and allegories to weed through.
That includes the ability now to weed out traffic from bots to concentrate only on actual humans viewing your data.
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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