re: Binge watched Star Wars Clone Wars, Rebels, and episodes 2&3 for the first time

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There were a couple of hundred Jedi Knights tops and a bunch of padawan learners.

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This is from Canon fwiw.

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The Chancellor issued Order 66 to various clone officers across the galaxy, while Skywalker—now the Sith Lord Darth Vader—was sent to kill the Jedi within the Jedi Temple, thus launching an unprecedented and galaxy-wide massacre.Thousands of Jedi throughout the galaxy were killed, including Ki-Adi-Mundi on Mygeeto, Aayla Secura on Felucia, Plo Koon in the skies of Cato Neimoidia, Stass Allie on Saleucami,[1] Depa Billaba on Kaller, Jaro Tapal in the Bracca system and even younglings.[1] As part of the execution of Order 66, the elements of the 481st Legion were sent to the planet Ilum to secure the Jedi Temple there and kill any survivors.

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This is from Legend:

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It was said that fewer than one hundred Jedi—approximately one percent of the entire Order—survived Order 66.

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That would be 10000 at the time of the order.

Not sure where your info came from but Canon and Legends the two main sources say different.