Your anecdote mistakes electric motorcycles with e-bikes. In the USA, there are three legal classes of ebikes; with the fastest class having max legal speed of 28mph.
Ok, but its an important distinction to be aware of when interpreting safety statistics. Advocates of ebike adoption are not talking about motorcycles.