This holiday did also get celebrated in British colonies back in the day, but many have stopped since obtaining independence. No point celebrating the survival of a government you no longer side with.
In the US, George Washington specifically forbade the celebration of it in 1775, the last major event was 1776 in Boston, and the tradition died out entirely—devoid of much of its
original intention—in the mid 19th Century.