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Explainer: what is an isotope?

And why do they seem to pop up in so many areas of science?

drawing of 8 different cadmium atoms with electrons, protons and neutrons represented by balls
A range of isotopes of cadmium. Credit: Patricia F Carvalho / Getty Images