The smallpox plague at Sydney Cove in April 1789 suddenly appeared out of nowhere. It baffled Governor Phillip then, and has baffled historians ever since. Was it brought by the French? Did it come overland from northern Australia? The answer finally comes from doing some simple arithmetic.