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The phrase 'constitute a large proportion' is correct and usable in written English.
You can use it to indicate that a certain group or factor makes up a significant part of a whole. For example, "Organic products constitute a large proportion of food sales in this store."
Exact(47)
Emissions from air travel constitute a large proportion of many scientists' individual carbon footprints.
In many countries two-lane rural highways constitute a large proportion of the road network.
Natural pastures constitute a large proportion of the feed resource base for meat and milk production in Sub-Saharan Africa. Sub-Saharan Africa
Agricultural products constitute a large proportion of Malawian export revenue; the most important of these are tobacco, sugar, tea, and cotton.
Cash buyers now constitute a large proportion of all transactions because of the difficulty in securing mortgages, yet they are not counted by the Halifax or Nationwide, which compile their indices from mortgage data alone.
General Atta Muhammad ruled out any negotiations with Taliban leaders for a role in a future government but said that the Pashtun, who constitute a large proportion of the Afghan population, should be included and even lead the government.
Similar(13)
As the demographic composition of the United States changes, racial and ethnic minorities constitute a larger proportion of the overall population.
Public-sector workers are more likely to vote Labour, regardless of their social class, and constitute a larger proportion of the workforce in the north.When Labour increased public spending in the north it strengthened its position there.
In the south the Western and Eastern Sayan, the Tyva, the Baikal, the Hangayn, and the Hentiyn mountains constitute a larger proportion of the basin's area, with elevations mostly between 2,300 and 7,200 feet (700 and 2,200 metres), steep valleys, and vast bowls between ranges.
Although vector and scalar data are used at all latitudes for satellite data scalar data constitute a larger proportion of the total after Ørsted vector data becomes unavailable (see Fig. 1).
In Tamilnadu, prohibition is not in force and taxes from alcohol sales constitute a larger proportion of state income.
More suggestions(15)
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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