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What is it about WhatsApp that made so many people adapt it over all the alternatives, I cannot understand it.

Device support. WhatsApp works on Nokia's dumb phones, which is what everyone has in Europe/Asia if they don't have a smartphone: http://www.whatsapp.com/faq/en/general/20951556

IMO, simplicity, speed and reliability.