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It is frustrating when that happens. As well as clearing the cache, make sure that your Java is up to date and as a last resort test it in another browser. King also made a video to help players with any loading issues on Facebook. I think it could help you too.
https://www.youtube.com/watch?v=OESCE4Jj2tU
Let us know how you get on.