Which of the following is NOT a Federal country?

China

The correct answer is Option 3 - China

China is not a federal country. China operates under a unitary system of government, where most powers are concentrated at the central level, and subnational divisions do not possess significant autonomous authority akin to states or provinces in federal systems. Therefore, among the options provided, China is the country that is not federal. Canada, Brazil, and Australia are federal countries.