Why is "World War III" so often referred to in relation to Russia-Ukraine?

The Russia-Ukraine conflict is heating up. Seeing this tension, a number of countries immediately took anticipatory steps. Starting from asking residents to go home to withdrawing troops from Ukraine.

What is really going on between Russia and Ukraine? Is this really the beginning of World War 3?