Buddhism is generally meant to denote the religion; the ideas and practices. For more philosophical terms, sunyata, dharma and anicca may be more useful.
When you say nothingness is Buddha, that may be correct from a certain point of view. But, to avoid confusion, Buddhism is generally understood to be the beliefs, rituals and ideas of the religion.
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