You can read “The Travels of Benjamin of Tudela” in English online at seforimonline.org
On pg. 37 in the book, he writes that when he got to Pumbedisa/Neharda, he found a community of 3000 Jews. He reports that Baghdad had 40,000 Jews and 10 yeshivos.