Yes, electric sparks create an EM radiation what is known since circa 100 years or more. In internal gasoline combustion engines there are several methods of EM suppression e.g.metal braided cables , metal cups over the spark plugs and others. For detailed information I refer you on any source on methods of EMI suppression in automotive technology. To see, with your own eyes, EM radiation from " sparks in the Nature" take any decent spectrum analyzer , small piece of wire as an antennae and just wait for a thunderstorm with a sparks - lightening .