Are crocodiles a type of lizard?

Yes. They were all reptiles.

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Specifically, both the crocodilians and the dinosaurs are archosaurs ("ruling reptiles"), members of the clade Archosauria, which also includes the pterosaurs and many other related animals which are now extinct.