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Big Data in Animal Welfare BIG DATA IN ANIMAL WELFAREAnimals which roam free around the streets are a great problem as they lead to unexpected accidents to humans. Around 7.6 million dogs and cats are taken in by various shelters and organizations every year, and 2.7 million of those pets die every year. The causes.