dear nithin
radioactivity is a spontaneous emission of energy from an unstable atoms , there are stable atoms , which remain same always but unstable which break down or decay into new atoms .
these unstable atoms are called radiactive beacuse they emit radioactivity from the nucleus as they decay .
and it do varies from normal substances as normal substances are stable atoms , but those atoms which are unstable undergo into radioactive emission .
HOPE IT CLEARS
REGARDS