Long ago, New Years was celebrated on April 1st. When it was switched to January 1st, the people who still celebrated on April first were called fools, and people since that time can trick people...
It's a fun holiday that somebody made up a long time ago. It is a day to pull pranks because the man who made it up was a big prankster so he made up a day where he could prank people!