Originally, the municipality was called Quinali due to the characteristic land formation of sand, gravel and corals that filed layer after layer amassed by seawaves since time immemorial. Once a barrio of Guindulman, it was made into a municipality on March 12, 1875 and was renamed "Anda" which means walking and moving (to posterity).
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