How many Iraqi civilians have died since the US invasion?

Iraq Body Count suggests more than 288,000 civilian deaths as a direct result of US actions in Iraq since 2001. Estimates by PLOS Medicine journal suggest 405,000 civilian deaths since the US invasion.

https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1001533