Air is a very good insulator. However, in the presence of very large charges (later we will learn: very large potential differences), the air can "break down" and sparks (or lightning) can travel through the air to discharge. This little video clip shows such a discharge. For later reference: the potential difference (=voltage) was about 30000 V in this case.