The takeover of the Ministry was seamless in its execution and the general public of Wizarding Britain was none the wiser. All they saw was the Ministry being retaken from the forces of Dark Magic and on its way to helping with the recovery of what happened during the war. None of the general public were even aware that Dumbledore's Order of the Pigeons was even real so the clean-up of that went fairly smoothly.