It's fuzzy, but you can take the probability density function (PDF) of a random variable with a pareto distribution. That sort of matches what you're asking for

It's fuzzy, but you can take the probability density function (PDF) of a random variable with a pareto distribution. That sort of matches what you're asking for, with regard to taking a derivative to find the probability of the random variable falling into a range of probabilities over time.