Does cocaine and the cocoa bean come from the same plant?

No. Cocaine comes from the leaves of the coca plant (Erythroxylaceae coca), whereas the cocoa bean (Theobroma cacao), where chocolate is made from, comes from the cocoa tree. Coca is a shrub whereas cocoa is a tree. Check out the related links below for more information.