On a security by security basis, I want to be able to quantify the level of HFT activity (and later institutional & retail activity). Is it higher than it normally is? How much so?
What would you say is the best way to measure? Number of quotes? # of quotes relative to volume? Relative to # of trades? Spread volatility? Reversals after block prints?