Pyrolysis gasoline is obtained as a normally liquid by-product from the high temperature thermal cracking of gaseous hydrocarbons, such as ethane and propane, or liquid hydrocarbons, such as naphtha and gas oil, to make lower olefins, such as ethylene and propylene.