Australia Day is celebrated on 26th of January because it is the day that Captain Arthur Phillip and the First Fleet, made up of eleven convict ships, landed at Sydney Cove in Australia and raised the British Flag, marking the beginning of British sovereignty over Australia.
Reference:
https://ancientoriginsmagazine.com/australia-day-or-invasion-day-26th-january-day-celebrate