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The phrase "saw a big increase" is correct and usable in written English.
You can use it when describing an increase in something, such as a number or a value. For example: - The company's profits saw a big increase this quarter. - The population of the city saw a big increase after the construction of a new housing development. - The demand for organic produce saw a big increase as more people became health-conscious.
Exact(31)
The 1990s saw a big increase in prescriptions of opioids for chronic pain.
However, TalkSport signed the pair a month later and saw a big increase in ratings.
"We saw a big increase because people realize these are senseless killings," Mr. Batz said.
Last year, he said he saw a big increase in flying squirrels — perhaps, he said, because of an acorn abundance.
2015 saw a big increase in food technology projects and the trend, says Dimatos, and is set to grow.
Australia, the most important location for M&A after America and Britain, saw a big increase in activity in the first half.
Similar(29)
Nationally, cities saw a bigger increase in median income than rural areas.
Latest figures from the WHO show that last year saw a bigger increase in people in poor countries accessing the drugs than ever before – a rise of 1.4 million over the previous year.
Among the 229 metro areas, which constitute about 76% of the U.S. population in 2014, there were slightly more areas that saw a bigger increase in the share of upper-income population than lower-income adults.
They also echo former US President George W Bush's May 2003 declaration that the US role in Iraq was "mission accomplished", only to see a big increase in sectarian violence which lasted a decade.
We're seeing a big increase in spa cuisine.
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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